factor adjR2 pval term coeff_sign_code coef_est_pval sig_level K00010(Glycolysis / Gluconeogenesis) 0.1473 0.02519 Chl_a_Month[gos_index_ocean] + 0.02799 * K00010(Glycolysis / Gluconeogenesis) 0.1473 0.02519 local_temp[gos_index_ocean] + 0.00807 ** K00020(Citrate cycle (TCA cycle)) 0.1011 0.06181 sample_depth[gos_index_ocean] + 0.1714 K00020(Citrate cycle (TCA cycle)) 0.1011 0.06181 water_column_depth[gos_index_ocean] + 0.0681 . K00030(Pentose phosphate pathway) 0.2214 0.005374 Chl_a_Month[gos_index_ocean] + 0.01106 * K00030(Pentose phosphate pathway) 0.2214 0.005374 local_temp[gos_index_ocean] + 0.00146 ** K00031(Inositol metabolism) 0.07797 0.0952 local_sal[gos_index_ocean] - 0.0411 * K00031(Inositol metabolism) 0.07797 0.0952 local_temp[gos_index_ocean] + 0.0916 . K00040(Pentose and glucuronate interconversions) 0.389 2.228e-05 local_sal[gos_index_ocean] - 2.23e-05 *** K00051(Fructose and mannose metabolism) 0.4269 8.11e-05 Chl_a_Month[gos_index_ocean] + 0.00349 ** K00051(Fructose and mannose metabolism) 0.4269 8.11e-05 local_sal[gos_index_ocean] - 0.04506 * K00051(Fructose and mannose metabolism) 0.4269 8.11e-05 local_temp[gos_index_ocean] + 6.59e-06 *** K00052(Galactose metabolism) 0.5864 4.217e-07 Chl_a_Month[gos_index_ocean] + 0.0477 * K00052(Galactose metabolism) 0.5864 4.217e-07 local_sal[gos_index_ocean] - 1.15e-06 *** K00052(Galactose metabolism) 0.5864 4.217e-07 local_temp[gos_index_ocean] + 7.88e-06 *** K00053(Ascorbate and aldarate metabolism) 0.3292 0.0009954 Chl_a_Month[gos_index_ocean] - 0.000392 *** K00053(Ascorbate and aldarate metabolism) 0.3292 0.0009954 local_temp[gos_index_ocean] - 0.000159 *** K00053(Ascorbate and aldarate metabolism) 0.3292 0.0009954 sample_depth[gos_index_ocean] + 0.068031 . K00061(Fatty acid biosynthesis (path 1)) 0.422 0.0004031 Chl_a_Month[gos_index_ocean] - 0.01357 * K00061(Fatty acid biosynthesis (path 1)) 0.422 0.0004031 local_sal[gos_index_ocean] + 0.00115 ** K00061(Fatty acid biosynthesis (path 1)) 0.422 0.0004031 local_temp[gos_index_ocean] - 0.00272 ** K00061(Fatty acid biosynthesis (path 1)) 0.422 0.0004031 sample_depth[gos_index_ocean] + 0.09742 . K00061(Fatty acid biosynthesis (path 1)) 0.422 0.0004031 water_column_depth[gos_index_ocean] + 0.13886 K00071(Fatty acid metabolism) 0.555 3.835e-06 Chl_a_Month[gos_index_ocean] - 5.22e-05 *** K00071(Fatty acid metabolism) 0.555 3.835e-06 local_sal[gos_index_ocean] + 0.00625 ** K00071(Fatty acid metabolism) 0.555 3.835e-06 local_temp[gos_index_ocean] - 3.08e-07 *** K00071(Fatty acid metabolism) 0.555 3.835e-06 sample_depth[gos_index_ocean] + 0.08672 . K00072(Synthesis and degradation of ketone bodies) 0.2542 0.005251 Chl_a_Month[gos_index_ocean] + 0.0525 . K00072(Synthesis and degradation of ketone bodies) 0.2542 0.005251 sample_depth[gos_index_ocean] - 0.0429 * K00072(Synthesis and degradation of ketone bodies) 0.2542 0.005251 water_column_depth[gos_index_ocean] - 0.0431 * K00100(Biosynthesis of steroids) 0.3388 0.0003335 local_temp[gos_index_ocean] + 0.02964 * K00100(Biosynthesis of steroids) 0.3388 0.0003335 water_column_depth[gos_index_ocean] + 0.00942 ** K00120(Bile acid biosynthesis) 0.4727 2.132e-05 Chl_a_Month[gos_index_ocean] - 4.36e-05 *** K00120(Bile acid biosynthesis) 0.4727 2.132e-05 local_temp[gos_index_ocean] - 1.42e-06 *** K00120(Bile acid biosynthesis) 0.4727 2.132e-05 sample_depth[gos_index_ocean] + 0.16 K00130(Ubiquinone biosynthesis) 0.4917 3.824e-06 local_sal[gos_index_ocean] - 1.26e-06 *** K00130(Ubiquinone biosynthesis) 0.4917 3.824e-06 local_temp[gos_index_ocean] + 0.084215 . K00150(Androgen and estrogen metabolism) 0.05326 0.09076 water_column_depth[gos_index_ocean] - 0.0908 . K00190(Oxidative phosphorylation) 0.2106 0.01267 local_sal[gos_index_ocean] - 0.00544 ** K00190(Oxidative phosphorylation) 0.2106 0.01267 local_temp[gos_index_ocean] + 0.07125 . K00190(Oxidative phosphorylation) 0.2106 0.01267 water_column_depth[gos_index_ocean] + 0.11789 K00195(Photosynthesis) 0.3637 0.0001740 local_temp[gos_index_ocean] + 0.002528 ** K00195(Photosynthesis) 0.3637 0.0001740 water_column_depth[gos_index_ocean] + 0.058928 . K00220(Urea cycle and metabolism of amino groups) NA NA NA NA K00230(Purine metabolism) 0.2456 0.01049 Chl_a_Month[gos_index_ocean] + 0.0112 * K00230(Purine metabolism) 0.2456 0.01049 local_sal[gos_index_ocean] - 0.1128 K00230(Purine metabolism) 0.2456 0.01049 local_temp[gos_index_ocean] + 0.0377 * K00230(Purine metabolism) 0.2456 0.01049 sample_depth[gos_index_ocean] - 0.0413 * K00240(Pyrimidine metabolism) 0.3523 0.001135 Chl_a_Month[gos_index_ocean] + 0.01951 * K00240(Pyrimidine metabolism) 0.3523 0.001135 local_sal[gos_index_ocean] - 0.00417 ** K00240(Pyrimidine metabolism) 0.3523 0.001135 local_temp[gos_index_ocean] + 0.02894 * K00240(Pyrimidine metabolism) 0.3523 0.001135 sample_depth[gos_index_ocean] - 0.16062 K00251(Glutamate metabolism) 0.273 0.006164 Chl_a_Month[gos_index_ocean] + 0.01302 * K00251(Glutamate metabolism) 0.273 0.006164 local_temp[gos_index_ocean] + 0.00646 ** K00251(Glutamate metabolism) 0.273 0.006164 sample_depth[gos_index_ocean] + 0.08119 . K00251(Glutamate metabolism) 0.273 0.006164 water_column_depth[gos_index_ocean] - 0.06845 . K00252(Alanine and aspartate metabolism) 0.2981 0.0009216 Chl_a_Month[gos_index_ocean] + 0.004419 ** K00252(Alanine and aspartate metabolism) 0.2981 0.0009216 local_temp[gos_index_ocean] + 0.000215 *** K00260(Glycine, serine and threonine metabolism) 0.2908 0.004304 Chl_a_Month[gos_index_ocean] - 0.01946 * K00260(Glycine, serine and threonine metabolism) 0.2908 0.004304 local_sal[gos_index_ocean] + 0.02863 * K00260(Glycine, serine and threonine metabolism) 0.2908 0.004304 local_temp[gos_index_ocean] - 0.00376 ** K00260(Glycine, serine and threonine metabolism) 0.2908 0.004304 sample_depth[gos_index_ocean] + 0.02126 * K00271(Methionine metabolism) 0.08984 0.03993 Chl_a_Month[gos_index_ocean] + 0.0399 * K00272(Cysteine metabolism) 0.07333 0.1037 Chl_a_Month[gos_index_ocean] + 0.0494 * K00272(Cysteine metabolism) 0.07333 0.1037 local_temp[gos_index_ocean] + 0.0551 . K00280(Valine, leucine and isoleucine degradation) 0.3935 0.0002009 Chl_a_Month[gos_index_ocean] - 0.00277 ** K00280(Valine, leucine and isoleucine degradation) 0.3935 0.0002009 local_sal[gos_index_ocean] + 0.01488 * K00280(Valine, leucine and isoleucine degradation) 0.3935 0.0002009 local_temp[gos_index_ocean] - 9.85e-05 *** K00290(Valine, leucine and isoleucine biosynthesis) 0.06812 0.06493 local_sal[gos_index_ocean] - 0.0649 . K00300(Lysine biosynthesis) 0.1416 0.02824 Chl_a_Month[gos_index_ocean] + 0.00877 ** K00300(Lysine biosynthesis) 0.1416 0.02824 local_temp[gos_index_ocean] + 0.03459 * K00310(Lysine degradation) 0.526 1.013e-05 Chl_a_Month[gos_index_ocean] - 9.70e-05 *** K00310(Lysine degradation) 0.526 1.013e-05 local_sal[gos_index_ocean] + 0.00549 ** K00310(Lysine degradation) 0.526 1.013e-05 local_temp[gos_index_ocean] - 3.14e-06 *** K00310(Lysine degradation) 0.526 1.013e-05 sample_depth[gos_index_ocean] + 0.01226 * K00330(Arginine and proline metabolism) 0.0657 0.06856 water_column_depth[gos_index_ocean] - 0.0686 . K00340(Histidine metabolism) 0.05137 0.09475 Chl_a_Month[gos_index_ocean] + 0.0948 . K00350(Tyrosine metabolism) 0.1698 0.01600 sample_depth[gos_index_ocean] - 0.0806 . K00350(Tyrosine metabolism) 0.1698 0.01600 water_column_depth[gos_index_ocean] - 0.0281 * K00360(Phenylalanine metabolism) NA NA NA NA K00361(gamma-Hexachlorocyclohexane degradation) 0.08886 0.0778 Chl_a_Month[gos_index_ocean] - 0.0551 . K00361(gamma-Hexachlorocyclohexane degradation) 0.08886 0.0778 local_temp[gos_index_ocean] - 0.0303 * K00362(Benzoate degradation via hydroxylation) 0.333 0.0003873 local_temp[gos_index_ocean] - 0.000767 *** K00362(Benzoate degradation via hydroxylation) 0.333 0.0003873 sample_depth[gos_index_ocean] - 0.021887 * K00363() 0.5997 2.477e-07 Chl_a_Month[gos_index_ocean] - 0.00263 ** K00363() 0.5997 2.477e-07 local_sal[gos_index_ocean] + 7.99e-06 *** K00363() 0.5997 2.477e-07 local_temp[gos_index_ocean] - 1.12e-06 *** K00380(Tryptophan metabolism) 0.1985 0.02468 Chl_a_Month[gos_index_ocean] - 0.02836 * K00380(Tryptophan metabolism) 0.1985 0.02468 local_sal[gos_index_ocean] + 0.14628 K00380(Tryptophan metabolism) 0.1985 0.02468 local_temp[gos_index_ocean] - 0.00256 ** K00380(Tryptophan metabolism) 0.1985 0.02468 sample_depth[gos_index_ocean] + 0.13813 K00400(Phenylalanine, tyrosine and tryptophan biosynthesis) 0.2607 0.004586 Chl_a_Month[gos_index_ocean] + 0.09250 . K00400(Phenylalanine, tyrosine and tryptophan biosynthesis) 0.2607 0.004586 local_sal[gos_index_ocean] - 0.02027 * K00400(Phenylalanine, tyrosine and tryptophan biosynthesis) 0.2607 0.004586 local_temp[gos_index_ocean] + 0.00115 ** K00401() 0.173 0.02588 Chl_a_Month[gos_index_ocean] + 0.13702 K00401() 0.173 0.02588 local_temp[gos_index_ocean] + 0.00418 ** K00401() 0.173 0.02588 water_column_depth[gos_index_ocean] - 0.07242 . K00410(beta-Alanine metabolism) 0.4362 0.0001424 Chl_a_Month[gos_index_ocean] - 0.000459 *** K00410(beta-Alanine metabolism) 0.4362 0.0001424 local_sal[gos_index_ocean] + 0.030614 * K00410(beta-Alanine metabolism) 0.4362 0.0001424 local_temp[gos_index_ocean] - 1.63e-05 *** K00410(beta-Alanine metabolism) 0.4362 0.0001424 sample_depth[gos_index_ocean] + 0.056064 . K00430(Taurine and hypotaurine metabolism) 0.5175 1.33e-05 Chl_a_Month[gos_index_ocean] - 0.000237 *** K00430(Taurine and hypotaurine metabolism) 0.5175 1.33e-05 local_sal[gos_index_ocean] + 0.001451 ** K00430(Taurine and hypotaurine metabolism) 0.5175 1.33e-05 local_temp[gos_index_ocean] - 1.94e-05 *** K00430(Taurine and hypotaurine metabolism) 0.5175 1.33e-05 sample_depth[gos_index_ocean] + 0.025656 * K00440(Aminophosphonate metabolism) 0.07449 0.1015 sample_depth[gos_index_ocean] - 0.156 K00440(Aminophosphonate metabolism) 0.07449 0.1015 water_column_depth[gos_index_ocean] - 0.136 K00450(Selenoamino acid metabolism) 0.05637 0.0846 local_temp[gos_index_ocean] + 0.0846 . K00460(Cyanoamino acid metabolism) 0.1911 0.01844 Chl_a_Month[gos_index_ocean] - 0.0552 . K00460(Cyanoamino acid metabolism) 0.1911 0.01844 local_temp[gos_index_ocean] - 0.0983 . K00460(Cyanoamino acid metabolism) 0.1911 0.01844 sample_depth[gos_index_ocean] - 0.0501 . K00471(D-Glutamine and D-glutamate metabolism) 0.4333 0.0001539 Chl_a_Month[gos_index_ocean] + 0.000384 *** K00471(D-Glutamine and D-glutamate metabolism) 0.4333 0.0001539 local_sal[gos_index_ocean] - 0.026145 * K00471(D-Glutamine and D-glutamate metabolism) 0.4333 0.0001539 local_temp[gos_index_ocean] + 0.001429 ** K00471(D-Glutamine and D-glutamate metabolism) 0.4333 0.0001539 water_column_depth[gos_index_ocean] - 0.183351 K00473(D-Alanine metabolism) 0.1632 0.03095 Chl_a_Month[gos_index_ocean] + 0.0600 . K00473(D-Alanine metabolism) 0.1632 0.03095 local_temp[gos_index_ocean] + 0.0674 . K00473(D-Alanine metabolism) 0.1632 0.03095 water_column_depth[gos_index_ocean] - 0.0153 * K00480(Glutathione metabolism) 0.3379 0.0008092 Chl_a_Month[gos_index_ocean] - 0.05554 . K00480(Glutathione metabolism) 0.3379 0.0008092 local_sal[gos_index_ocean] + 0.00256 ** K00480(Glutathione metabolism) 0.3379 0.0008092 local_temp[gos_index_ocean] - 0.04135 * K00500(Starch and sucrose metabolism) 0.4566 3.461e-05 Chl_a_Month[gos_index_ocean] + 1.43e-05 *** K00500(Starch and sucrose metabolism) 0.4566 3.461e-05 local_temp[gos_index_ocean] + 1.53e-05 *** K00500(Starch and sucrose metabolism) 0.4566 3.461e-05 sample_depth[gos_index_ocean] - 0.0042 ** K00520(Nucleotide sugars metabolism) 0.4673 6.02e-05 Chl_a_Month[gos_index_ocean] + 0.024843 * K00520(Nucleotide sugars metabolism) 0.4673 6.02e-05 local_sal[gos_index_ocean] - 0.000435 *** K00520(Nucleotide sugars metabolism) 0.4673 6.02e-05 local_temp[gos_index_ocean] + 1.23e-05 *** K00520(Nucleotide sugars metabolism) 0.4673 6.02e-05 sample_depth[gos_index_ocean] - 0.080839 . K00521(Streptomycin biosynthesis) 0.2296 0.008696 Chl_a_Month[gos_index_ocean] + 0.01849 * K00521(Streptomycin biosynthesis) 0.2296 0.008696 local_temp[gos_index_ocean] + 0.00156 ** K00521(Streptomycin biosynthesis) 0.2296 0.008696 sample_depth[gos_index_ocean] - 0.04800 * K00523(Polyketide sugar unit biosynthesis) 0.1511 0.03846 Chl_a_Month[gos_index_ocean] + 0.0168 * K00523(Polyketide sugar unit biosynthesis) 0.1511 0.03846 local_temp[gos_index_ocean] + 0.0135 * K00523(Polyketide sugar unit biosynthesis) 0.1511 0.03846 sample_depth[gos_index_ocean] - 0.0593 . K00530(Aminosugars metabolism) 0.1176 0.04512 Chl_a_Month[gos_index_ocean] + 0.0138 * K00530(Aminosugars metabolism) 0.1176 0.04512 local_temp[gos_index_ocean] + 0.1258 K00531(Glycosaminoglycan degradation) 0.108 0.02662 local_temp[gos_index_ocean] - 0.0266 * K00540(Lipopolysaccharide biosynthesis) 0.1443 0.01173 local_sal[gos_index_ocean] + 0.0117 * K00550(Peptidoglycan biosynthesis) 0.2372 0.007455 Chl_a_Month[gos_index_ocean] + 0.00215 ** K00550(Peptidoglycan biosynthesis) 0.2372 0.007455 local_temp[gos_index_ocean] + 0.01555 * K00550(Peptidoglycan biosynthesis) 0.2372 0.007455 water_column_depth[gos_index_ocean] - 0.07067 . K00561(Glycerolipid metabolism) 0.261 0.002213 local_sal[gos_index_ocean] - 0.000544 *** K00561(Glycerolipid metabolism) 0.261 0.002213 local_temp[gos_index_ocean] + 0.026625 * K00562(Inositol phosphate metabolism) NA NA NA NA K00564() 0.2264 0.004821 sample_depth[gos_index_ocean] - 0.0419 * K00564() 0.2264 0.004821 water_column_depth[gos_index_ocean] - 0.0127 * K00590(Prostaglandin and leukotriene metabolism) 0.3157 0.0005989 Chl_a_Month[gos_index_ocean] - 0.000344 *** K00590(Prostaglandin and leukotriene metabolism) 0.3157 0.0005989 local_temp[gos_index_ocean] - 0.000423 *** K00600(Sphingoglycolipid metabolism) 0.3383 0.0003385 local_sal[gos_index_ocean] - 0.000189 *** K00600(Sphingoglycolipid metabolism) 0.3383 0.0003385 sample_depth[gos_index_ocean] + 0.143218 K00620(Pyruvate metabolism) 0.2307 0.01384 Chl_a_Month[gos_index_ocean] - 0.1458 K00620(Pyruvate metabolism) 0.2307 0.01384 local_sal[gos_index_ocean] + 0.0103 * K00620(Pyruvate metabolism) 0.2307 0.01384 local_temp[gos_index_ocean] - 0.1185 K00620(Pyruvate metabolism) 0.2307 0.01384 sample_depth[gos_index_ocean] + 0.1668 K00624() 0.3492 0.0002551 Chl_a_Month[gos_index_ocean] - 0.00078 *** K00624() 0.3492 0.0002551 local_temp[gos_index_ocean] - 6.85e-05 *** K00625(Tetrachloroethene degradation) 0.2568 0.00846 Chl_a_Month[gos_index_ocean] - 0.01265 * K00625(Tetrachloroethene degradation) 0.2568 0.00846 local_sal[gos_index_ocean] + 0.09181 . K00625(Tetrachloroethene degradation) 0.2568 0.00846 local_temp[gos_index_ocean] - 0.00531 ** K00625(Tetrachloroethene degradation) 0.2568 0.00846 water_column_depth[gos_index_ocean] + 0.11582 K00626(Nitrobenzene degradation) NA NA NA NA K00628(Fluorene degradation) 0.2044 0.0143 Chl_a_Month[gos_index_ocean] - 0.00892 ** K00628(Fluorene degradation) 0.2044 0.0143 local_sal[gos_index_ocean] - 0.10374 K00628(Fluorene degradation) 0.2044 0.0143 local_temp[gos_index_ocean] - 0.01739 * K00630(Glyoxylate and dicarboxylate metabolism) 0.3587 0.0001987 Chl_a_Month[gos_index_ocean] - 0.020089 * K00630(Glyoxylate and dicarboxylate metabolism) 0.3587 0.0001987 local_temp[gos_index_ocean] - 5.33e-05 *** K00631(1,2-Dichloroethane degradation) 0.3783 0.000298 Chl_a_Month[gos_index_ocean] - 0.00275 ** K00631(1,2-Dichloroethane degradation) 0.3783 0.000298 local_sal[gos_index_ocean] + 0.03535 * K00631(1,2-Dichloroethane degradation) 0.3783 0.000298 local_temp[gos_index_ocean] - 7.16e-05 *** K00632(Benzoate degradation via CoA ligation) 0.2749 0.005935 Chl_a_Month[gos_index_ocean] - 0.1119 K00632(Benzoate degradation via CoA ligation) 0.2749 0.005935 local_sal[gos_index_ocean] + 0.0179 * K00632(Benzoate degradation via CoA ligation) 0.2749 0.005935 local_temp[gos_index_ocean] - 0.0216 * K00632(Benzoate degradation via CoA ligation) 0.2749 0.005935 sample_depth[gos_index_ocean] - 0.1346 K00640(Propanoate metabolism) 0.4583 7.773e-05 Chl_a_Month[gos_index_ocean] - 0.000196 *** K00640(Propanoate metabolism) 0.4583 7.773e-05 local_sal[gos_index_ocean] + 0.018107 * K00640(Propanoate metabolism) 0.4583 7.773e-05 local_temp[gos_index_ocean] - 3.17e-05 *** K00640(Propanoate metabolism) 0.4583 7.773e-05 sample_depth[gos_index_ocean] + 0.047353 * K00642(Ethylbenzene degradation) 0.0383 0.1277 local_temp[gos_index_ocean] - 0.128 K00643(Styrene degradation) 0.08907 0.07749 Chl_a_Month[gos_index_ocean] - 0.0255 * K00643(Styrene degradation) 0.08907 0.07749 local_temp[gos_index_ocean] - 0.1740 K00650(Butanoate metabolism) 0.3523 0.0005712 Chl_a_Month[gos_index_ocean] - 0.0167 * K00650(Butanoate metabolism) 0.3523 0.0005712 local_sal[gos_index_ocean] + 0.0199 * K00650(Butanoate metabolism) 0.3523 0.0005712 local_temp[gos_index_ocean] - 9.6e-05 *** K00660(C5-Branched dibasic acid metabolism) 0.08922 0.04049 local_temp[gos_index_ocean] - 0.0405 * K00670(One carbon pool by folate) NA NA NA NA K00680(Methane metabolism) 0.2786 0.001468 local_temp[gos_index_ocean] - 0.00733 ** K00680(Methane metabolism) 0.2786 0.001468 water_column_depth[gos_index_ocean] - 0.14498 K00710(Carbon fixation) 0.2993 0.0002726 local_temp[gos_index_ocean] + 0.000273 *** K00720(Reductive carboxylate cycle (CO2 fixation)) 0.09392 0.03646 water_column_depth[gos_index_ocean] + 0.0365 * K00730(Thiamine metabolism) 0.04009 0.1226 local_temp[gos_index_ocean] + 0.123 K00740(Riboflavin metabolism) 0.1984 0.008816 Chl_a_Month[gos_index_ocean] + 0.02110 * K00740(Riboflavin metabolism) 0.1984 0.008816 local_temp[gos_index_ocean] + 0.00233 ** K00750(Vitamin B6 metabolism) 0.1716 0.02653 Chl_a_Month[gos_index_ocean] + 0.1511 K00750(Vitamin B6 metabolism) 0.1716 0.02653 local_sal[gos_index_ocean] + 0.0319 * K00750(Vitamin B6 metabolism) 0.1716 0.02653 water_column_depth[gos_index_ocean] - 0.0234 * K00760(Nicotinate and nicotinamide metabolism) 0.1792 0.02308 Chl_a_Month[gos_index_ocean] + 0.00990 ** K00760(Nicotinate and nicotinamide metabolism) 0.1792 0.02308 local_temp[gos_index_ocean] + 0.00548 ** K00760(Nicotinate and nicotinamide metabolism) 0.1792 0.02308 sample_depth[gos_index_ocean] - 0.07741 . K00770(Pantothenate and CoA biosynthesis) 0.2067 0.00739 local_sal[gos_index_ocean] - 0.08056 . K00770(Pantothenate and CoA biosynthesis) 0.2067 0.00739 sample_depth[gos_index_ocean] + 0.00912 ** K00780(Biotin metabolism) NA NA NA NA K00790(Folate biosynthesis) 0.2352 0.01275 Chl_a_Month[gos_index_ocean] + 0.00149 ** K00790(Folate biosynthesis) 0.2352 0.01275 local_temp[gos_index_ocean] + 0.01554 * K00790(Folate biosynthesis) 0.2352 0.01275 sample_depth[gos_index_ocean] - 0.10781 K00790(Folate biosynthesis) 0.2352 0.01275 water_column_depth[gos_index_ocean] - 0.14015 K00860(Porphyrin and chlorophyll metabolism) 0.3043 0.0007926 local_temp[gos_index_ocean] + 0.00670 ** K00860(Porphyrin and chlorophyll metabolism) 0.3043 0.0007926 water_column_depth[gos_index_ocean] + 0.09143 . K00900(Terpenoid biosynthesis) 0.0864 0.08145 Chl_a_Month[gos_index_ocean] + 0.0664 . K00900(Terpenoid biosynthesis) 0.0864 0.08145 local_temp[gos_index_ocean] + 0.0297 * K00903(Limonene and pinene degradation) 0.5162 5.326e-06 Chl_a_Month[gos_index_ocean] - 0.000261 *** K00903(Limonene and pinene degradation) 0.5162 5.326e-06 local_sal[gos_index_ocean] + 0.005585 ** K00903(Limonene and pinene degradation) 0.5162 5.326e-06 local_temp[gos_index_ocean] - 1.69e-06 *** K00910(Nitrogen metabolism) 0.1218 0.06402 Chl_a_Month[gos_index_ocean] - 0.0260 * K00910(Nitrogen metabolism) 0.1218 0.06402 local_temp[gos_index_ocean] - 0.0317 * K00910(Nitrogen metabolism) 0.1218 0.06402 sample_depth[gos_index_ocean] + 0.0587 . K00920(Sulfur metabolism) 0.1988 0.01592 Chl_a_Month[gos_index_ocean] + 0.00856 ** K00920(Sulfur metabolism) 0.1988 0.01592 local_sal[gos_index_ocean] + 0.08801 . K00920(Sulfur metabolism) 0.1988 0.01592 sample_depth[gos_index_ocean] + 0.15833 K00930(Caprolactam degradation) 0.5009 4.914e-05 Chl_a_Month[gos_index_ocean] - 0.000139 *** K00930(Caprolactam degradation) 0.5009 4.914e-05 local_sal[gos_index_ocean] + 0.015892 * K00930(Caprolactam degradation) 0.5009 4.914e-05 local_temp[gos_index_ocean] - 3.62e-06 *** K00930(Caprolactam degradation) 0.5009 4.914e-05 sample_depth[gos_index_ocean] + 0.068677 . K00930(Caprolactam degradation) 0.5009 4.914e-05 water_column_depth[gos_index_ocean] + 0.080594 . K00940(Flavonoids, stilbene and lignin biosynthesis) 0.04496 0.1731 Chl_a_Month[gos_index_ocean] - 0.1196 K00940(Flavonoids, stilbene and lignin biosynthesis) 0.04496 0.1731 local_temp[gos_index_ocean] - 0.0708 . K00950(Alkaloid biosynthesis I) 0.1252 0.03891 Chl_a_Month[gos_index_ocean] + 0.1452 K00950(Alkaloid biosynthesis I) 0.1252 0.03891 local_temp[gos_index_ocean] + 0.0122 * K00960(Alkaloid biosynthesis II) 0.123 0.04062 Chl_a_Month[gos_index_ocean] - 0.0131 * K00960(Alkaloid biosynthesis II) 0.123 0.04062 local_temp[gos_index_ocean] - 0.1597 K00970(Aminoacyl-tRNA biosynthesis) 0.2262 0.009305 Chl_a_Month[gos_index_ocean] + 0.07330 . K00970(Aminoacyl-tRNA biosynthesis) 0.2262 0.009305 local_sal[gos_index_ocean] - 0.03907 * K00970(Aminoacyl-tRNA biosynthesis) 0.2262 0.009305 local_temp[gos_index_ocean] + 0.00245 ** K00980() 0.5716 7.445e-07 Chl_a_Month[gos_index_ocean] - 0.000459 *** K00980() 0.5716 7.445e-07 local_sal[gos_index_ocean] + 0.000194 *** K00980() 0.5716 7.445e-07 local_temp[gos_index_ocean] - 7.8e-07 *** K02030(Bacterial chemotaxis) NA NA NA NA M10001(Glycolysis) 0.4316 7.111e-05 Chl_a_Month[gos_index_ocean] + 2.59e-05 *** M10001(Glycolysis) 0.4316 7.111e-05 local_temp[gos_index_ocean] + 1.47e-05 *** M10001(Glycolysis) 0.4316 7.111e-05 sample_depth[gos_index_ocean] - 0.0249 * M10002(Glycolysis, core module) 0.2701 0.001791 Chl_a_Month[gos_index_ocean] + 0.001192 ** M10002(Glycolysis, core module) 0.2701 0.001791 local_temp[gos_index_ocean] + 0.000952 *** M10003(Gluconeogenesis) 0.09316 0.07179 Chl_a_Month[gos_index_ocean] + 0.0470 * M10003(Gluconeogenesis) 0.09316 0.07179 local_temp[gos_index_ocean] + 0.0292 * M10004(Pentose phosphate pathway) 0.2139 0.01190 Chl_a_Month[gos_index_ocean] + 0.15521 M10004(Pentose phosphate pathway) 0.2139 0.01190 local_temp[gos_index_ocean] + 0.00298 ** M10004(Pentose phosphate pathway) 0.2139 0.01190 water_column_depth[gos_index_ocean] - 0.02055 * M10005(Pentose phosphate pathway and PRPP biosynthesis) 0.1858 0.02038 local_sal[gos_index_ocean] - 0.1269 M10005(Pentose phosphate pathway and PRPP biosynthesis) 0.1858 0.02038 local_temp[gos_index_ocean] + 0.0066 ** M10005(Pentose phosphate pathway and PRPP biosynthesis) 0.1858 0.02038 water_column_depth[gos_index_ocean] - 0.0197 * M10006(Pentose phosphate pathway, oxidative phase) 0.1509 0.05463 Chl_a_Month[gos_index_ocean] + 0.1829 M10006(Pentose phosphate pathway, oxidative phase) 0.1509 0.05463 local_temp[gos_index_ocean] + 0.0169 * M10006(Pentose phosphate pathway, oxidative phase) 0.1509 0.05463 sample_depth[gos_index_ocean] - 0.1117 M10006(Pentose phosphate pathway, oxidative phase) 0.1509 0.05463 water_column_depth[gos_index_ocean] - 0.0476 * M10007(Pentose phosphate pathway, non-oxidative phase) 0.2166 0.00597 local_sal[gos_index_ocean] - 0.00933 ** M10007(Pentose phosphate pathway, non-oxidative phase) 0.2166 0.00597 local_temp[gos_index_ocean] + 0.00280 ** M10008(Entner-Doudoroff pathway) 0.1304 0.03519 sample_depth[gos_index_ocean] - 0.145 M10008(Entner-Doudoroff pathway) 0.1304 0.03519 water_column_depth[gos_index_ocean] - 0.041 * M10009(Citrate cycle) 0.07979 0.05 sample_depth[gos_index_ocean] + 0.050 * M10010(Citrate cycle, module 1) 0.06765 0.1150 Chl_a_Month[gos_index_ocean] + 0.1474 M10010(Citrate cycle, module 1) 0.06765 0.1150 water_column_depth[gos_index_ocean] + 0.0722 . M10011(Citrate cycle, module 2) 0.07244 0.05894 sample_depth[gos_index_ocean] + 0.0589 . M10012(Glyoxylate cycle) 0.2468 0.006126 Chl_a_Month[gos_index_ocean] - 0.00335 ** M10012(Glyoxylate cycle) 0.2468 0.006126 local_temp[gos_index_ocean] - 0.00256 ** M10012(Glyoxylate cycle) 0.2468 0.006126 water_column_depth[gos_index_ocean] + 0.04331 * M10013(Glyoxylate biosynthesis, glycolate => glyoxylate) 0.4078 0.0001373 Chl_a_Month[gos_index_ocean] + 0.00752 ** M10013(Glyoxylate biosynthesis, glycolate => glyoxylate) 0.4078 0.0001373 sample_depth[gos_index_ocean] - 0.01087 * M10013(Glyoxylate biosynthesis, glycolate => glyoxylate) 0.4078 0.0001373 water_column_depth[gos_index_ocean] - 0.00802 ** M10015(Malonate semialdehyde pathway) 0.4609 7.226e-05 Chl_a_Month[gos_index_ocean] - 0.000392 *** M10015(Malonate semialdehyde pathway) 0.4609 7.226e-05 local_sal[gos_index_ocean] + 0.044067 * M10015(Malonate semialdehyde pathway) 0.4609 7.226e-05 local_temp[gos_index_ocean] - 5.02e-06 *** M10015(Malonate semialdehyde pathway) 0.4609 7.226e-05 water_column_depth[gos_index_ocean] + 0.114833 M10016(Glucuronate pathway (uronate pathway)) 0.5245 4.03e-06 Chl_a_Month[gos_index_ocean] + 0.0468 * M10016(Glucuronate pathway (uronate pathway)) 0.5245 4.03e-06 local_sal[gos_index_ocean] - 4.54e-05 *** M10016(Glucuronate pathway (uronate pathway)) 0.5245 4.03e-06 local_temp[gos_index_ocean] + 3.95e-06 *** M10017(Glutamate biosynthesis, oxoglutarate => glutamate (glutamate dehydrogenase)) 0.2332 0.01944 Chl_a_Month[gos_index_ocean] + 0.00723 ** M10017(Glutamate biosynthesis, oxoglutarate => glutamate (glutamate dehydrogenase)) 0.2332 0.01944 local_sal[gos_index_ocean] + 0.07767 . M10017(Glutamate biosynthesis, oxoglutarate => glutamate (glutamate dehydrogenase)) 0.2332 0.01944 local_temp[gos_index_ocean] + 0.01728 * M10017(Glutamate biosynthesis, oxoglutarate => glutamate (glutamate dehydrogenase)) 0.2332 0.01944 sample_depth[gos_index_ocean] - 0.17946 M10017(Glutamate biosynthesis, oxoglutarate => glutamate (glutamate dehydrogenase)) 0.2332 0.01944 water_column_depth[gos_index_ocean] - 0.03507 * M10018(Glutamine biosynthesis, glutamate => glutamine) 0.2561 0.00858 Chl_a_Month[gos_index_ocean] - 0.01296 * M10018(Glutamine biosynthesis, glutamate => glutamine) 0.2561 0.00858 local_temp[gos_index_ocean] - 0.01508 * M10018(Glutamine biosynthesis, glutamate => glutamine) 0.2561 0.00858 sample_depth[gos_index_ocean] + 0.04862 * M10018(Glutamine biosynthesis, glutamate => glutamine) 0.2561 0.00858 water_column_depth[gos_index_ocean] - 0.05454 . M10019(Glutamate biosynthesis, oxoglutarete => glutamate (glutamate synthase)) 0.1765 0.02425 Chl_a_Month[gos_index_ocean] - 0.02297 * M10019(Glutamate biosynthesis, oxoglutarete => glutamate (glutamate synthase)) 0.1765 0.02425 local_temp[gos_index_ocean] - 0.00604 ** M10019(Glutamate biosynthesis, oxoglutarete => glutamate (glutamate synthase)) 0.1765 0.02425 sample_depth[gos_index_ocean] + 0.05108 . M10020(Proline biosynthesis, glutamate => proline) 0.1127 0.07459 Chl_a_Month[gos_index_ocean] + 0.0817 . M10020(Proline biosynthesis, glutamate => proline) 0.1127 0.07459 local_temp[gos_index_ocean] + 0.1190 M10020(Proline biosynthesis, glutamate => proline) 0.1127 0.07459 water_column_depth[gos_index_ocean] + 0.1251 M10021(Aspartate biosynthesis, oxaloacetate => aspartate) 0.309 0.002943 Chl_a_Month[gos_index_ocean] + 0.017087 * M10021(Aspartate biosynthesis, oxaloacetate => aspartate) 0.309 0.002943 local_sal[gos_index_ocean] - 0.044822 * M10021(Aspartate biosynthesis, oxaloacetate => aspartate) 0.309 0.002943 local_temp[gos_index_ocean] + 0.000489 *** M10021(Aspartate biosynthesis, oxaloacetate => aspartate) 0.309 0.002943 water_column_depth[gos_index_ocean] - 0.059789 . M10022(Asparagine biosynthesis, aspartate => asparagine) 0.1055 0.02816 Chl_a_Month[gos_index_ocean] - 0.0282 * M10023(Lysine biosynthesis, aspartate => lysine) 0.05704 0.1394 Chl_a_Month[gos_index_ocean] + 0.0771 . M10023(Lysine biosynthesis, aspartate => lysine) 0.05704 0.1394 local_sal[gos_index_ocean] + 0.0866 . M10024(Methionine biosynthesis, apartate => homoserine => methionine) 0.4467 4.617e-05 Chl_a_Month[gos_index_ocean] + 8.8e-06 *** M10024(Methionine biosynthesis, apartate => homoserine => methionine) 0.4467 4.617e-05 local_temp[gos_index_ocean] + 0.01661 * M10024(Methionine biosynthesis, apartate => homoserine => methionine) 0.4467 4.617e-05 water_column_depth[gos_index_ocean] - 0.17614 M10025(Threonine biosynthesis, apartate => homoserine => threonine) 0.1408 0.02869 Chl_a_Month[gos_index_ocean] + 0.00891 ** M10025(Threonine biosynthesis, apartate => homoserine => threonine) 0.1408 0.02869 local_temp[gos_index_ocean] + 0.13486 M10027(Valine biosynthesis, pyruvate => valine) 0.08323 0.04629 local_temp[gos_index_ocean] - 0.0463 * M10028(Leucine biosynthesis, pyruvate => leucine) 0.09165 0.03836 local_temp[gos_index_ocean] - 0.0384 * M10029(Isoleucine biosynthesis, pyruvate => isoleucine) 0.06056 0.1309 Chl_a_Month[gos_index_ocean] - 0.1608 M10029(Isoleucine biosynthesis, pyruvate => isoleucine) 0.06056 0.1309 local_temp[gos_index_ocean] - 0.0453 * M10030(Serine biosynthesis, glycerate-3P => serine) 0.4755 4.75e-05 Chl_a_Month[gos_index_ocean] + 0.000114 *** M10030(Serine biosynthesis, glycerate-3P => serine) 0.4755 4.75e-05 local_sal[gos_index_ocean] - 0.130258 M10030(Serine biosynthesis, glycerate-3P => serine) 0.4755 4.75e-05 local_temp[gos_index_ocean] + 0.035942 * M10030(Serine biosynthesis, glycerate-3P => serine) 0.4755 4.75e-05 water_column_depth[gos_index_ocean] - 0.166948 M10031(Glycine biosynthesis, serine => glycine) 0.05495 0.08736 local_sal[gos_index_ocean] - 0.0874 . M10032(Cysteine biosynthesis, serine => cysteine) 0.1327 0.05309 Chl_a_Month[gos_index_ocean] + 0.03129 * M10032(Cysteine biosynthesis, serine => cysteine) 0.1327 0.05309 local_sal[gos_index_ocean] + 0.06863 . M10032(Cysteine biosynthesis, serine => cysteine) 0.1327 0.05309 local_temp[gos_index_ocean] + 0.11185 M10033(Chorismate biosynthesis, phosphoenolpyruvate + erythrose-4P => chorismate) 0.03135 0.2202 Chl_a_Month[gos_index_ocean] + 0.105 M10033(Chorismate biosynthesis, phosphoenolpyruvate + erythrose-4P => chorismate) 0.03135 0.2202 local_temp[gos_index_ocean] + 0.123 M10034(Tryptophan biosynthesis, chorismate => tryptophan) NA NA NA NA M10036(Tyrosine biosynthesis, chorismate => tyrosine) NA NA NA NA M10037(Histidine biosynthesis, PRPP => histidine) NA NA NA NA M10040(GABA (gamma-Aminobutyrate) shunt) 0.4161 0.0002413 Chl_a_Month[gos_index_ocean] + 0.000781 *** M10040(GABA (gamma-Aminobutyrate) shunt) 0.4161 0.0002413 local_sal[gos_index_ocean] - 0.073376 . M10040(GABA (gamma-Aminobutyrate) shunt) 0.4161 0.0002413 local_temp[gos_index_ocean] + 0.001082 ** M10040(GABA (gamma-Aminobutyrate) shunt) 0.4161 0.0002413 water_column_depth[gos_index_ocean] - 0.016270 * M10041(Ornithine biosynthesis, glutamate => ornithine) NA NA NA NA M10042(Urea cycle) 0.1643 0.03034 Chl_a_Month[gos_index_ocean] + 0.0743 . M10042(Urea cycle) 0.1643 0.03034 local_sal[gos_index_ocean] - 0.0906 . M10042(Urea cycle) 0.1643 0.03034 local_temp[gos_index_ocean] + 0.0100 * M10049(Lysine degradation, lysine => 6-amino-2-oxohexanoate => acetoacetyl-CoA) 0.4979 2.444e-05 Chl_a_Month[gos_index_ocean] - 0.000128 *** M10049(Lysine degradation, lysine => 6-amino-2-oxohexanoate => acetoacetyl-CoA) 0.4979 2.444e-05 local_sal[gos_index_ocean] + 0.013877 * M10049(Lysine degradation, lysine => 6-amino-2-oxohexanoate => acetoacetyl-CoA) 0.4979 2.444e-05 local_temp[gos_index_ocean] - 2.85e-06 *** M10049(Lysine degradation, lysine => 6-amino-2-oxohexanoate => acetoacetyl-CoA) 0.4979 2.444e-05 sample_depth[gos_index_ocean] + 0.088347 . M10050(Lysine degradation, lysine => saccharopine => acetoacetyl-CoA) 0.475 4.822e-05 Chl_a_Month[gos_index_ocean] - 0.000256 *** M10050(Lysine degradation, lysine => saccharopine => acetoacetyl-CoA) 0.475 4.822e-05 local_sal[gos_index_ocean] + 0.014372 * M10050(Lysine degradation, lysine => saccharopine => acetoacetyl-CoA) 0.475 4.822e-05 local_temp[gos_index_ocean] - 5.72e-06 *** M10050(Lysine degradation, lysine => saccharopine => acetoacetyl-CoA) 0.475 4.822e-05 sample_depth[gos_index_ocean] + 0.097548 . M10051(Ectoine biosynthesis) 0.2119 0.01237 Chl_a_Month[gos_index_ocean] + 0.00330 ** M10051(Ectoine biosynthesis) 0.2119 0.01237 local_temp[gos_index_ocean] + 0.00692 ** M10051(Ectoine biosynthesis) 0.2119 0.01237 water_column_depth[gos_index_ocean] - 0.11079 M10052(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => cystathionine) 0.116 0.04654 Chl_a_Month[gos_index_ocean] + 0.0172 * M10052(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => cystathionine) 0.116 0.04654 local_sal[gos_index_ocean] + 0.0636 . M10053(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => L-homocysteine) 0.2319 0.01355 Chl_a_Month[gos_index_ocean] - 0.0362 * M10053(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => L-homocysteine) 0.2319 0.01355 local_sal[gos_index_ocean] + 0.0327 * M10053(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => L-homocysteine) 0.2319 0.01355 local_temp[gos_index_ocean] - 0.0123 * M10053(Methionine biosynthesis, intermediates, homoserine => O-acetylhomoserine => L-homocysteine) 0.2319 0.01355 sample_depth[gos_index_ocean] + 0.0841 . M10054(Methionine salvage pathway) 0.2015 0.008255 Chl_a_Month[gos_index_ocean] - 0.1667 M10054(Methionine salvage pathway) 0.2015 0.008255 local_sal[gos_index_ocean] + 0.0859 . M10055(Methionine degradation) 0.09489 0.03568 local_temp[gos_index_ocean] - 0.0357 * M10056(S-Adenosylmethionine biosynthesis, methionine => S-adenosylmethionine => methionine) 0.1498 0.02399 local_temp[gos_index_ocean] - 0.1396 M10056(S-Adenosylmethionine biosynthesis, methionine => S-adenosylmethionine => methionine) 0.1498 0.02399 water_column_depth[gos_index_ocean] - 0.0983 . M10058(Leucine degradation, leucine => acetoacetate + acetyl-CoA) 0.379 0.0002926 Chl_a_Month[gos_index_ocean] - 0.016159 * M10058(Leucine degradation, leucine => acetoacetate + acetyl-CoA) 0.379 0.0002926 local_sal[gos_index_ocean] + 0.003850 ** M10058(Leucine degradation, leucine => acetoacetate + acetyl-CoA) 0.379 0.0002926 local_temp[gos_index_ocean] - 0.000194 *** M10059(Isoleucine degradation, isoleucine => propionyl-CoA) 0.4902 1.240e-05 Chl_a_Month[gos_index_ocean] - 0.00027 *** M10059(Isoleucine degradation, isoleucine => propionyl-CoA) 0.4902 1.240e-05 local_sal[gos_index_ocean] + 0.01110 * M10059(Isoleucine degradation, isoleucine => propionyl-CoA) 0.4902 1.240e-05 local_temp[gos_index_ocean] - 4.56e-06 *** M10061(Glycine biosynthesis, betaine => glycine) 0.5337 7.872e-06 Chl_a_Month[gos_index_ocean] - 0.000106 *** M10061(Glycine biosynthesis, betaine => glycine) 0.5337 7.872e-06 local_sal[gos_index_ocean] + 0.003551 ** M10061(Glycine biosynthesis, betaine => glycine) 0.5337 7.872e-06 local_temp[gos_index_ocean] - 4.01e-06 *** M10061(Glycine biosynthesis, betaine => glycine) 0.5337 7.872e-06 sample_depth[gos_index_ocean] + 0.006793 ** M10062(Cysteine metabolism, cysteine => 3-sulfino-L-alanine => pyruvate) 0.317 0.004135 Chl_a_Month[gos_index_ocean] + 0.043320 * M10062(Cysteine metabolism, cysteine => 3-sulfino-L-alanine => pyruvate) 0.317 0.004135 local_sal[gos_index_ocean] - 0.129875 M10062(Cysteine metabolism, cysteine => 3-sulfino-L-alanine => pyruvate) 0.317 0.004135 local_temp[gos_index_ocean] + 0.000268 *** M10062(Cysteine metabolism, cysteine => 3-sulfino-L-alanine => pyruvate) 0.317 0.004135 sample_depth[gos_index_ocean] - 0.077643 . M10062(Cysteine metabolism, cysteine => 3-sulfino-L-alanine => pyruvate) 0.317 0.004135 water_column_depth[gos_index_ocean] - 0.015938 * M10063(Cysteine metabolism, cysteine => 3-mercaptopyruvate => pyruvate) 0.292 0.004198 Chl_a_Month[gos_index_ocean] + 0.018519 * M10063(Cysteine metabolism, cysteine => 3-mercaptopyruvate => pyruvate) 0.292 0.004198 local_temp[gos_index_ocean] + 0.000852 *** M10063(Cysteine metabolism, cysteine => 3-mercaptopyruvate => pyruvate) 0.292 0.004198 sample_depth[gos_index_ocean] - 0.087870 . M10063(Cysteine metabolism, cysteine => 3-mercaptopyruvate => pyruvate) 0.292 0.004198 water_column_depth[gos_index_ocean] - 0.008525 ** M10066(Tryptophan metabolism, tryptophan => serotonin => 5-hydroxyindoleacetate/melatonin) 0.2514 0.009389 Chl_a_Month[gos_index_ocean] - 0.00854 ** M10066(Tryptophan metabolism, tryptophan => serotonin => 5-hydroxyindoleacetate/melatonin) 0.2514 0.009389 local_temp[gos_index_ocean] - 0.00844 ** M10066(Tryptophan metabolism, tryptophan => serotonin => 5-hydroxyindoleacetate/melatonin) 0.2514 0.009389 sample_depth[gos_index_ocean] + 0.04776 * M10066(Tryptophan metabolism, tryptophan => serotonin => 5-hydroxyindoleacetate/melatonin) 0.2514 0.009389 water_column_depth[gos_index_ocean] - 0.11295 M10076(Dopamine / noradrenaline / adrenaline metabolism) 0.4712 2.232e-05 Chl_a_Month[gos_index_ocean] - 0.000557 *** M10076(Dopamine / noradrenaline / adrenaline metabolism) 0.4712 2.232e-05 local_sal[gos_index_ocean] + 0.056230 . M10076(Dopamine / noradrenaline / adrenaline metabolism) 0.4712 2.232e-05 local_temp[gos_index_ocean] - 2.03e-06 *** M10078(Tyrosine degradation, tyrosine => homogentisate) 0.1596 0.01970 local_temp[gos_index_ocean] - 0.0620 . M10078(Tyrosine degradation, tyrosine => homogentisate) 0.1596 0.01970 sample_depth[gos_index_ocean] - 0.0345 * M10082(Selenocysteine metabolism) 0.2061 0.007488 Chl_a_Month[gos_index_ocean] - 0.00302 ** M10082(Selenocysteine metabolism) 0.2061 0.007488 local_sal[gos_index_ocean] - 0.01280 * M10084(beta-Alanine biosynthesis, cytosine / uracil => beta-alanine) 0.05253 0.1512 local_sal[gos_index_ocean] - 0.0816 . M10084(beta-Alanine biosynthesis, cytosine / uracil => beta-alanine) 0.05253 0.1512 local_temp[gos_index_ocean] + 0.1001 M10090(Inosine monophosphate biosynthesis, PRPP + glutamine => IMP) 0.3693 0.0003741 Chl_a_Month[gos_index_ocean] + 0.076053 . M10090(Inosine monophosphate biosynthesis, PRPP + glutamine => IMP) 0.3693 0.0003741 local_sal[gos_index_ocean] + 0.000238 *** M10090(Inosine monophosphate biosynthesis, PRPP + glutamine => IMP) 0.3693 0.0003741 water_column_depth[gos_index_ocean] + 0.048946 * M10091(Adenine nucleotide biosynthesis, IMP => ADP/dADP,ATP/dATP) 0.123 0.0627 Chl_a_Month[gos_index_ocean] + 0.0178 * M10091(Adenine nucleotide biosynthesis, IMP => ADP/dADP,ATP/dATP) 0.123 0.0627 local_temp[gos_index_ocean] + 0.1477 M10091(Adenine nucleotide biosynthesis, IMP => ADP/dADP,ATP/dATP) 0.123 0.0627 sample_depth[gos_index_ocean] - 0.0605 . M10092(Guanine nucleotide biosynthesis, IMP => GDP/dGDP,GTP/dGTP) 0.1944 0.02648 Chl_a_Month[gos_index_ocean] + 0.0104 * M10092(Guanine nucleotide biosynthesis, IMP => GDP/dGDP,GTP/dGTP) 0.1944 0.02648 local_temp[gos_index_ocean] + 0.0988 . M10092(Guanine nucleotide biosynthesis, IMP => GDP/dGDP,GTP/dGTP) 0.1944 0.02648 sample_depth[gos_index_ocean] - 0.0378 * M10092(Guanine nucleotide biosynthesis, IMP => GDP/dGDP,GTP/dGTP) 0.1944 0.02648 water_column_depth[gos_index_ocean] - 0.1509 M10093(Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP) 0.3932 0.00043 Chl_a_Month[gos_index_ocean] + 0.001049 ** M10093(Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP) 0.3932 0.00043 local_sal[gos_index_ocean] - 0.057395 . M10093(Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP) 0.3932 0.00043 local_temp[gos_index_ocean] + 0.000698 *** M10093(Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP) 0.3932 0.00043 water_column_depth[gos_index_ocean] + 0.175217 M10094(Pyrimidine ribonucleotide biosynthesis, UMP => UDP/UTP,CDP/CTP) 0.2943 0.002209 Chl_a_Month[gos_index_ocean] + 0.02714 * M10094(Pyrimidine ribonucleotide biosynthesis, UMP => UDP/UTP,CDP/CTP) 0.2943 0.002209 local_sal[gos_index_ocean] - 0.02081 * M10094(Pyrimidine ribonucleotide biosynthesis, UMP => UDP/UTP,CDP/CTP) 0.2943 0.002209 local_temp[gos_index_ocean] + 0.00079 *** M10095(Pyrimidine deoxyribonuleotide biosynthesis, CDP/CTP => dCDP/dCTP,dTDP/dTTP) 0.1803 0.02259 Chl_a_Month[gos_index_ocean] + 0.0382 * M10095(Pyrimidine deoxyribonuleotide biosynthesis, CDP/CTP => dCDP/dCTP,dTDP/dTTP) 0.1803 0.02259 sample_depth[gos_index_ocean] - 0.1330 M10095(Pyrimidine deoxyribonuleotide biosynthesis, CDP/CTP => dCDP/dCTP,dTDP/dTTP) 0.1803 0.02259 water_column_depth[gos_index_ocean] - 0.1402 M10097(UDP-glucose and UDP-galactose biosynthesis) 0.7107 1.247e-09 Chl_a_Month[gos_index_ocean] + 0.0457 * M10097(UDP-glucose and UDP-galactose biosynthesis) 0.7107 1.247e-09 local_sal[gos_index_ocean] - 5.84e-09 *** M10097(UDP-glucose and UDP-galactose biosynthesis) 0.7107 1.247e-09 local_temp[gos_index_ocean] + 2.78e-08 *** M10098(UDP-N-Acetylglucosamine biosynthesis, fructose-6P => UDP-GlcNAc) 0.06759 0.06571 local_sal[gos_index_ocean] - 0.0657 . M10099(GDP-Mannose biosynthesis, fructose-6P => GDP-Man) 0.4294 7.562e-05 Chl_a_Month[gos_index_ocean] + 0.000361 *** M10099(GDP-Mannose biosynthesis, fructose-6P => GDP-Man) 0.4294 7.562e-05 local_sal[gos_index_ocean] - 0.058717 . M10099(GDP-Mannose biosynthesis, fructose-6P => GDP-Man) 0.4294 7.562e-05 local_temp[gos_index_ocean] + 2.31e-05 *** M10101(UDP-N-Acetylgalactosamine and UDP-N-acetylmannosamine biosynthesis) 0.1305 0.01603 local_temp[gos_index_ocean] + 0.0160 * M10102(UDP-Xylose biosynthesis, UDP-Glc => UDP-Xyl => Xyl) 0.4103 0.0002794 Chl_a_Month[gos_index_ocean] + 0.01831 * M10102(UDP-Xylose biosynthesis, UDP-Glc => UDP-Xyl => Xyl) 0.4103 0.0002794 local_sal[gos_index_ocean] - 0.00323 ** M10102(UDP-Xylose biosynthesis, UDP-Glc => UDP-Xyl => Xyl) 0.4103 0.0002794 local_temp[gos_index_ocean] + 3.74e-05 *** M10102(UDP-Xylose biosynthesis, UDP-Glc => UDP-Xyl => Xyl) 0.4103 0.0002794 sample_depth[gos_index_ocean] - 0.06006 . M10103(UDP-N-Acetylmuramate biosynthesis, UDP-GlcNAc => UDP-MurNAc) 0.3172 0.001315 Chl_a_Month[gos_index_ocean] + 0.01143 * M10103(UDP-N-Acetylmuramate biosynthesis, UDP-GlcNAc => UDP-MurNAc) 0.3172 0.001315 local_sal[gos_index_ocean] - 0.01478 * M10103(UDP-N-Acetylmuramate biosynthesis, UDP-GlcNAc => UDP-MurNAc) 0.3172 0.001315 local_temp[gos_index_ocean] + 0.00627 ** M10104(CMP-N-Acetylneuraminate biosynthesis (mammals), ManNAc => Neu5Ac-9P => CMP-Neu5Ac) 0.1336 0.01497 local_temp[gos_index_ocean] + 0.0150 * M10105(dTDP-Glucose, dTDP-galactose and dTDP-rhamnose biosynthesis) 0.5036 2.053e-05 Chl_a_Month[gos_index_ocean] + 0.014409 * M10105(dTDP-Glucose, dTDP-galactose and dTDP-rhamnose biosynthesis) 0.5036 2.053e-05 local_sal[gos_index_ocean] - 0.000215 *** M10105(dTDP-Glucose, dTDP-galactose and dTDP-rhamnose biosynthesis) 0.5036 2.053e-05 local_temp[gos_index_ocean] + 5.2e-06 *** M10105(dTDP-Glucose, dTDP-galactose and dTDP-rhamnose biosynthesis) 0.5036 2.053e-05 sample_depth[gos_index_ocean] - 0.046431 * M10114(Lipopolysaccharide biosynthesis, KDO2-lipid A) 0.1505 0.01018 local_sal[gos_index_ocean] + 0.0102 * M10115(Fucose biosynthesis, GDP-mannose => L-fucose) 0.4745 4.893e-05 Chl_a_Month[gos_index_ocean] + 0.043784 * M10115(Fucose biosynthesis, GDP-mannose => L-fucose) 0.4745 4.893e-05 local_sal[gos_index_ocean] - 0.000401 *** M10115(Fucose biosynthesis, GDP-mannose => L-fucose) 0.4745 4.893e-05 local_temp[gos_index_ocean] + 1.26e-05 *** M10115(Fucose biosynthesis, GDP-mannose => L-fucose) 0.4745 4.893e-05 sample_depth[gos_index_ocean] - 0.025992 * M10118(Pentose interconversion, arabinose/ribulose/xylulose/xylose) 0.3559 0.0005221 local_sal[gos_index_ocean] - 9.79e-05 *** M10118(Pentose interconversion, arabinose/ribulose/xylulose/xylose) 0.3559 0.0005221 local_temp[gos_index_ocean] + 0.00988 ** M10118(Pentose interconversion, arabinose/ribulose/xylulose/xylose) 0.3559 0.0005221 sample_depth[gos_index_ocean] + 0.16981 M10119(CMP-Kdo biosynthesis) 0.131 0.01585 local_sal[gos_index_ocean] + 0.0158 * M10120(ADP-L-glycero-D-manno-heptose biosynthesis) 0.3299 0.0004192 local_sal[gos_index_ocean] - 0.012331 * M10120(ADP-L-glycero-D-manno-heptose biosynthesis) 0.3299 0.0004192 sample_depth[gos_index_ocean] - 0.000785 *** M10154(Heparan sulfate degradation) 0.1172 0.06915 Chl_a_Month[gos_index_ocean] - 0.1585 M10154(Heparan sulfate degradation) 0.1172 0.06915 local_sal[gos_index_ocean] + 0.1260 M10154(Heparan sulfate degradation) 0.1172 0.06915 local_temp[gos_index_ocean] - 0.0168 * M10155(Keratan sulfate degradation) 0.152 0.009858 local_temp[gos_index_ocean] - 0.00986 ** M10156(Lipopolysaccharide biosynthesis, inner core => outer core => O-antigen) NA NA NA NA M10159(Fatty acid biosynthesis, initiation) 0.5068 4.137e-05 Chl_a_Month[gos_index_ocean] - 0.0849 . M10159(Fatty acid biosynthesis, initiation) 0.5068 4.137e-05 local_sal[gos_index_ocean] + 4.96e-05 *** M10159(Fatty acid biosynthesis, initiation) 0.5068 4.137e-05 local_temp[gos_index_ocean] - 0.0494 * M10159(Fatty acid biosynthesis, initiation) 0.5068 4.137e-05 sample_depth[gos_index_ocean] + 0.0767 . M10159(Fatty acid biosynthesis, initiation) 0.5068 4.137e-05 water_column_depth[gos_index_ocean] + 0.1908 M10160(Fatty acid biosynthesis, elongation) 0.2154 0.01155 Chl_a_Month[gos_index_ocean] - 0.04601 * M10160(Fatty acid biosynthesis, elongation) 0.2154 0.01155 local_sal[gos_index_ocean] + 0.04330 * M10160(Fatty acid biosynthesis, elongation) 0.2154 0.01155 local_temp[gos_index_ocean] - 0.00752 ** M10169(Eicosanoid biosynthesis, LTA4 => LTC4) 0.3239 0.001127 Chl_a_Month[gos_index_ocean] - 0.00092 *** M10169(Eicosanoid biosynthesis, LTA4 => LTC4) 0.3239 0.001127 local_sal[gos_index_ocean] + 0.16548 M10169(Eicosanoid biosynthesis, LTA4 => LTC4) 0.3239 0.001127 local_temp[gos_index_ocean] - 0.00560 ** M10172(Fatty acid biosynthesis, elongation, mitochondria) 0.526 2.319e-05 Chl_a_Month[gos_index_ocean] - 2.2e-05 *** M10172(Fatty acid biosynthesis, elongation, mitochondria) 0.526 2.319e-05 local_sal[gos_index_ocean] + 0.024518 * M10172(Fatty acid biosynthesis, elongation, mitochondria) 0.526 2.319e-05 local_temp[gos_index_ocean] - 0.000100 *** M10172(Fatty acid biosynthesis, elongation, mitochondria) 0.526 2.319e-05 sample_depth[gos_index_ocean] + 0.119981 M10172(Fatty acid biosynthesis, elongation, mitochondria) 0.526 2.319e-05 water_column_depth[gos_index_ocean] + 0.068244 . M10173(beta-Oxidation, acyl-CoA synthesis) 0.1233 0.04044 local_sal[gos_index_ocean] + 0.0228 * M10173(beta-Oxidation, acyl-CoA synthesis) 0.1233 0.04044 local_temp[gos_index_ocean] - 0.0312 * M10174(beta-Oxidation) 0.5018 8.557e-06 Chl_a_Month[gos_index_ocean] - 0.000108 *** M10174(beta-Oxidation) 0.5018 8.557e-06 local_sal[gos_index_ocean] + 0.041654 * M10174(beta-Oxidation) 0.5018 8.557e-06 local_temp[gos_index_ocean] - 1.48e-06 *** M10177(Ketone body biosynthesis, acetyl-CoA => acetoacetate/3-hydroxybutyrate/acetone) 0.1924 0.01801 local_temp[gos_index_ocean] - 0.1480 M10177(Ketone body biosynthesis, acetyl-CoA => acetoacetate/3-hydroxybutyrate/acetone) 0.1924 0.01801 sample_depth[gos_index_ocean] - 0.0850 . M10177(Ketone body biosynthesis, acetyl-CoA => acetoacetate/3-hydroxybutyrate/acetone) 0.1924 0.01801 water_column_depth[gos_index_ocean] - 0.1214 M10181(Triacylglycerol biosynthesis) 0.1285 0.03654 local_temp[gos_index_ocean] + 0.0557 . M10181(Triacylglycerol biosynthesis) 0.1285 0.03654 sample_depth[gos_index_ocean] - 0.0664 . M10182(Phosphatidic acid (PA) biosynthesis) 0.1258 0.03846 local_sal[gos_index_ocean] + 0.0564 . M10182(Phosphatidic acid (PA) biosynthesis) 0.1258 0.03846 sample_depth[gos_index_ocean] - 0.0949 . M10186(Phosphatidylethanolamine (PE) biosynthesis, PS => PE) 0.2261 0.004848 Chl_a_Month[gos_index_ocean] - 0.02335 * M10186(Phosphatidylethanolamine (PE) biosynthesis, PS => PE) 0.2261 0.004848 local_temp[gos_index_ocean] - 0.00119 ** M10192(C5 isoprenoid biosynthesis, non-mevalonate pathway) 0.1834 0.01209 Chl_a_Month[gos_index_ocean] + 0.00930 ** M10192(C5 isoprenoid biosynthesis, non-mevalonate pathway) 0.1834 0.01209 local_temp[gos_index_ocean] + 0.00479 ** M10193(C10 isoprenoid biosynthesis) NA NA NA NA M10194(C15 isoprenoid biosynthesis) NA NA NA NA M10197(C40 isoprenoid biosynthesis, GGAP => lycopene) 0.2639 0.0006784 local_temp[gos_index_ocean] + 0.000678 *** M10203(Glyceroglycolipid biosynthesis) 0.3041 0.003267 Chl_a_Month[gos_index_ocean] + 0.031589 * M10203(Glyceroglycolipid biosynthesis) 0.3041 0.003267 local_sal[gos_index_ocean] - 0.025083 * M10203(Glyceroglycolipid biosynthesis) 0.3041 0.003267 local_temp[gos_index_ocean] + 0.000256 *** M10203(Glyceroglycolipid biosynthesis) 0.3041 0.003267 sample_depth[gos_index_ocean] - 0.153433 M10204(CDP-diacylglycerol biosynthesis, PA => CDP-diacylglycerol) 0.1427 0.01217 water_column_depth[gos_index_ocean] - 0.0122 * M10210(Phosphatidylglycerol biosynthesis, CDP-diacylglycerol => phosphatidylglycerol) 0.3244 0.002115 Chl_a_Month[gos_index_ocean] + 0.044928 * M10210(Phosphatidylglycerol biosynthesis, CDP-diacylglycerol => phosphatidylglycerol) 0.3244 0.002115 local_sal[gos_index_ocean] - 0.012518 * M10210(Phosphatidylglycerol biosynthesis, CDP-diacylglycerol => phosphatidylglycerol) 0.3244 0.002115 local_temp[gos_index_ocean] + 0.000232 *** M10210(Phosphatidylglycerol biosynthesis, CDP-diacylglycerol => phosphatidylglycerol) 0.3244 0.002115 water_column_depth[gos_index_ocean] - 0.157575 M10215(Plasmenylethanolamine biosynthesis) 0.1177 0.04506 local_temp[gos_index_ocean] + 0.0933 . M10215(Plasmenylethanolamine biosynthesis) 0.1177 0.04506 sample_depth[gos_index_ocean] - 0.0530 . M10227(Bile acid biosynthesis, cholesterol => cholate/deoxycholate) 0.2173 0.005877 Chl_a_Month[gos_index_ocean] - 0.02780 * M10227(Bile acid biosynthesis, cholesterol => cholate/deoxycholate) 0.2173 0.005877 local_temp[gos_index_ocean] - 0.00146 ** M10228(Bile acid biosynthesis, cholesterol => chenodeoxycholate/lithocholate) 0.4604 7.312e-05 Chl_a_Month[gos_index_ocean] - 0.000143 *** M10228(Bile acid biosynthesis, cholesterol => chenodeoxycholate/lithocholate) 0.4604 7.312e-05 local_temp[gos_index_ocean] - 2.42e-05 *** M10228(Bile acid biosynthesis, cholesterol => chenodeoxycholate/lithocholate) 0.4604 7.312e-05 sample_depth[gos_index_ocean] + 0.100351 M10228(Bile acid biosynthesis, cholesterol => chenodeoxycholate/lithocholate) 0.4604 7.312e-05 water_column_depth[gos_index_ocean] - 0.123279 M10240(NAD biosynthesis, aspartate => NAD) 0.333 0.0009081 Chl_a_Month[gos_index_ocean] + 0.000135 *** M10240(NAD biosynthesis, aspartate => NAD) 0.333 0.0009081 local_temp[gos_index_ocean] + 0.000671 *** M10240(NAD biosynthesis, aspartate => NAD) 0.333 0.0009081 sample_depth[gos_index_ocean] - 0.029571 * M10241(Menaquinone biosynthesis, chorismate => menaquinone) 0.3759 0.0006538 Chl_a_Month[gos_index_ocean] + 0.000869 *** M10241(Menaquinone biosynthesis, chorismate => menaquinone) 0.3759 0.0006538 local_sal[gos_index_ocean] - 0.036456 * M10241(Menaquinone biosynthesis, chorismate => menaquinone) 0.3759 0.0006538 local_temp[gos_index_ocean] + 0.000660 *** M10241(Menaquinone biosynthesis, chorismate => menaquinone) 0.3759 0.0006538 sample_depth[gos_index_ocean] - 0.064724 . M10242(Ubiquinone biosynthesis, chorismate => ubiquinone, prokaryotes) 0.1709 0.02687 Chl_a_Month[gos_index_ocean] - 0.0907 . M10242(Ubiquinone biosynthesis, chorismate => ubiquinone, prokaryotes) 0.1709 0.02687 local_sal[gos_index_ocean] + 0.0467 * M10242(Ubiquinone biosynthesis, chorismate => ubiquinone, prokaryotes) 0.1709 0.02687 local_temp[gos_index_ocean] - 0.0338 * M10243(Glutathione biosynthesis, glutamate => glutathione) 0.1773 0.005496 local_sal[gos_index_ocean] + 0.00550 ** M10244(Pantothenate biosynthesis, valine => pantothenate) 0.2441 0.003254 local_sal[gos_index_ocean] - 0.00121 ** M10244(Pantothenate biosynthesis, valine => pantothenate) 0.2441 0.003254 local_temp[gos_index_ocean] + 0.00915 ** M10245(Coenzyme A biosynthesis, pantothenate => CoA) 0.271 0.00641 Chl_a_Month[gos_index_ocean] + 0.0651 . M10245(Coenzyme A biosynthesis, pantothenate => CoA) 0.271 0.00641 local_sal[gos_index_ocean] - 0.0268 * M10245(Coenzyme A biosynthesis, pantothenate => CoA) 0.271 0.00641 local_temp[gos_index_ocean] + 0.0223 * M10245(Coenzyme A biosynthesis, pantothenate => CoA) 0.271 0.00641 water_column_depth[gos_index_ocean] - 0.0482 * M10246(Heme biosynthesis, glutamate => protoheme/siroheme) 0.05449 0.08827 sample_depth[gos_index_ocean] + 0.0883 . M10247(Cobalamin biosynthesis, cobinamide => cobalamin) 0.2028 0.008029 local_temp[gos_index_ocean] + 0.0927 . M10247(Cobalamin biosynthesis, cobinamide => cobalamin) 0.2028 0.008029 water_column_depth[gos_index_ocean] + 0.0554 . M10248(Biotin biosynthesis, pimeloyl-CoA => biotin) 0.06657 0.1563 local_sal[gos_index_ocean] + 0.1259 M10248(Biotin biosynthesis, pimeloyl-CoA => biotin) 0.06657 0.1563 local_temp[gos_index_ocean] - 0.1370 M10248(Biotin biosynthesis, pimeloyl-CoA => biotin) 0.06657 0.1563 water_column_depth[gos_index_ocean] + 0.0937 . M10249(Pyridoxal biosynthesis, erythrose-4P => pyridoxal-5P) 0.08836 0.07853 local_sal[gos_index_ocean] + 0.0428 * M10249(Pyridoxal biosynthesis, erythrose-4P => pyridoxal-5P) 0.08836 0.07853 water_column_depth[gos_index_ocean] - 0.1562 M10250(Riboflavin biosynthesis, GTP => riboflavin/FMN/FAD) 0.1097 0.05245 Chl_a_Month[gos_index_ocean] + 0.0465 * M10250(Riboflavin biosynthesis, GTP => riboflavin/FMN/FAD) 0.1097 0.05245 local_temp[gos_index_ocean] + 0.0183 * M10251(Folate biosynthesis, GTP => THF) 0.351 0.0005899 Chl_a_Month[gos_index_ocean] + 4.11e-05 *** M10251(Folate biosynthesis, GTP => THF) 0.351 0.0005899 local_temp[gos_index_ocean] + 0.00425 ** M10251(Folate biosynthesis, GTP => THF) 0.351 0.0005899 sample_depth[gos_index_ocean] - 0.13736 M10252(Thiamine biosynthesis, AIR => thiamine-P/thiamine-2P) 0.06584 0.06834 water_column_depth[gos_index_ocean] + 0.0683 . M10253(Phylloquinone biosynthesis, chorismate => phylloquinone) 0.3646 0.000854 Chl_a_Month[gos_index_ocean] + 0.00122 ** M10253(Phylloquinone biosynthesis, chorismate => phylloquinone) 0.3646 0.000854 local_sal[gos_index_ocean] - 0.03496 * M10253(Phylloquinone biosynthesis, chorismate => phylloquinone) 0.3646 0.000854 local_temp[gos_index_ocean] + 0.00111 ** M10253(Phylloquinone biosynthesis, chorismate => phylloquinone) 0.3646 0.000854 sample_depth[gos_index_ocean] - 0.06427 . M10255(Ascorbate biosynthesis, animals) 0.298 0.002035 Chl_a_Month[gos_index_ocean] + 0.128910 M10255(Ascorbate biosynthesis, animals) 0.298 0.002035 local_sal[gos_index_ocean] - 0.012138 * M10255(Ascorbate biosynthesis, animals) 0.298 0.002035 local_temp[gos_index_ocean] + 0.000434 *** M10257(Inositol phosphate metabolism, Ins(1,3,4,5)P4 => Ins(1,3,4)P3 => inositol) 0.2375 0.003769 Chl_a_Month[gos_index_ocean] - 0.0116 * M10257(Inositol phosphate metabolism, Ins(1,3,4,5)P4 => Ins(1,3,4)P3 => inositol) 0.2375 0.003769 water_column_depth[gos_index_ocean] + 0.0836 . M10258(Inositol phosphate metabolism, Ins(1,4,5)P3 => myo-inositol) 0.2375 0.003769 Chl_a_Month[gos_index_ocean] - 0.0116 * M10258(Inositol phosphate metabolism, Ins(1,4,5)P3 => myo-inositol) 0.2375 0.003769 water_column_depth[gos_index_ocean] + 0.0836 . M10259(Inositol phosphate metabolism, Ins(1,3,4)P3 => phytate) 0.06621 0.06778 water_column_depth[gos_index_ocean] - 0.0678 . M10260(Polyamine biosynthesis, arginine => putrescine => spermidine) 0.1458 0.02599 Chl_a_Month[gos_index_ocean] - 0.1030 M10260(Polyamine biosynthesis, arginine => putrescine => spermidine) 0.1458 0.02599 water_column_depth[gos_index_ocean] + 0.0719 . M10262(Ptrescine metabolism, N-acetylation, putrescine => 4-aminobutanoate) 0.2356 0.01265 Chl_a_Month[gos_index_ocean] - 0.01077 * M10262(Ptrescine metabolism, N-acetylation, putrescine => 4-aminobutanoate) 0.2356 0.01265 local_temp[gos_index_ocean] - 0.00712 ** M10262(Ptrescine metabolism, N-acetylation, putrescine => 4-aminobutanoate) 0.2356 0.01265 sample_depth[gos_index_ocean] + 0.06872 . M10262(Ptrescine metabolism, N-acetylation, putrescine => 4-aminobutanoate) 0.2356 0.01265 water_column_depth[gos_index_ocean] - 0.16220 M10270(C1-unit interconversion) 0.1285 0.03654 Chl_a_Month[gos_index_ocean] - 0.0992 . M10270(C1-unit interconversion) 0.1285 0.03654 local_sal[gos_index_ocean] - 0.0110 * M10273(Complex I (NADH dehydrogenase), NADH dehydrogenase I) 0.4919 8.002e-07 local_sal[gos_index_ocean] - 8.00e-07 *** M10274(Complex I (NADH dehydrogenase), NADH dehydrogenase I/diaphorase subunit of the bidirectional hydrogenase) 0.4192 3.688e-05 local_temp[gos_index_ocean] + 0.001066 ** M10274(Complex I (NADH dehydrogenase), NADH dehydrogenase I/diaphorase subunit of the bidirectional hydrogenase) 0.4192 3.688e-05 water_column_depth[gos_index_ocean] + 0.031627 * M10278(Complex II (succinate dehydrogenase / fumarate reductase), succinate dehydrogenase) 0.03494 0.1381 local_temp[gos_index_ocean] + 0.138 ERROR: This old id 0.07204 has no mapping M00610(Complex III (Cytochrome bc1 complex)) 0.07204 0.1062 local_sal[gos_index_ocean] + 0.0729 . ERROR: This old id 0.07204 has no mapping M00610(Complex III (Cytochrome bc1 complex)) 0.07204 0.1062 local_temp[gos_index_ocean] - 0.0574 . M10281(Complex III (Cytochrome bc1 complex)) 0.07204 0.1062 local_sal[gos_index_ocean] + 0.0729 . M10281(Complex III (Cytochrome bc1 complex)) 0.07204 0.1062 local_temp[gos_index_ocean] - 0.0574 . M10283(Complex IV (Cytochrome c oxidase), cytochrome c oxidase) 0.027 0.1662 local_temp[gos_index_ocean] - 0.166 M10284(Complex IV (Cytochrome c oxidase), cytochrome o ubiquinol oxidase/cytochrome c oxidase/quinol oxidase polypeptide) 0.1288 0.05674 local_sal[gos_index_ocean] - 0.0799 . M10284(Complex IV (Cytochrome c oxidase), cytochrome o ubiquinol oxidase/cytochrome c oxidase/quinol oxidase polypeptide) 0.1288 0.05674 local_temp[gos_index_ocean] + 0.0321 * M10284(Complex IV (Cytochrome c oxidase), cytochrome o ubiquinol oxidase/cytochrome c oxidase/quinol oxidase polypeptide) 0.1288 0.05674 sample_depth[gos_index_ocean] + 0.1476 M10286(F-type ATPase (Bacteria)) 0.09121 0.134 Chl_a_Month[gos_index_ocean] - 0.0703 . M10286(F-type ATPase (Bacteria)) 0.09121 0.134 local_temp[gos_index_ocean] - 0.0253 * M10286(F-type ATPase (Bacteria)) 0.09121 0.134 sample_depth[gos_index_ocean] + 0.1741 M10286(F-type ATPase (Bacteria)) 0.09121 0.134 water_column_depth[gos_index_ocean] + 0.1542 M10288(V-type ATPase (Prokaryotes)) 0.1044 0.0581 local_temp[gos_index_ocean] + 0.1072 M10288(V-type ATPase (Prokaryotes)) 0.1044 0.0581 sample_depth[gos_index_ocean] - 0.0649 . M10290(Photosystem II) 0.4033 5.837e-05 local_temp[gos_index_ocean] + 0.001744 ** M10290(Photosystem II) 0.4033 5.837e-05 water_column_depth[gos_index_ocean] + 0.030233 * M10293(ATP synthase) 0.09121 0.134 Chl_a_Month[gos_index_ocean] - 0.0703 . M10293(ATP synthase) 0.09121 0.134 local_temp[gos_index_ocean] - 0.0253 * M10293(ATP synthase) 0.09121 0.134 sample_depth[gos_index_ocean] + 0.1741 M10293(ATP synthase) 0.09121 0.134 water_column_depth[gos_index_ocean] + 0.1542 M10295(Reduced pentose phosphate cycle, Glycerate-3P => Glyceraldehyde-3P) NA NA NA NA M10296(Reduced pentose phosphate cycle, Glyceraldehyde-3P => RuBP) 0.08471 0.04479 local_temp[gos_index_ocean] + 0.0448 * M10297(CAM, dark) 0.2487 0.0009923 Chl_a_Month[gos_index_ocean] - 0.000992 *** M10298(CAM, light) 0.04429 0.1113 sample_depth[gos_index_ocean] + 0.111 M10299(C4-dicarboxylic acid cycle, phosphoenolpyruvate carboxykinase type) 0.4187 0.0001019 local_temp[gos_index_ocean] + 1.13e-05 *** M10299(C4-dicarboxylic acid cycle, phosphoenolpyruvate carboxykinase type) 0.4187 0.0001019 sample_depth[gos_index_ocean] - 0.157 M10299(C4-dicarboxylic acid cycle, phosphoenolpyruvate carboxykinase type) 0.4187 0.0001019 water_column_depth[gos_index_ocean] - 0.111 M10300(C4-dicarboxylic acid cycle, NAD+ -malic enzyme type) 0.1202 0.02025 local_temp[gos_index_ocean] + 0.0202 * M10301(C4-dicarboxylic acid cycle, NADP+ -malic enzyme type) 0.08753 0.07975 Chl_a_Month[gos_index_ocean] - 0.055 . M10301(C4-dicarboxylic acid cycle, NADP+ -malic enzyme type) 0.08753 0.07975 sample_depth[gos_index_ocean] + 0.124 M10302(Reductive carboxylate cycle) 0.04062 0.1211 Chl_a_Month[gos_index_ocean] - 0.121 M10303(Methane oxidation, methylotroph, methane => CO2) 0.3125 0.001465 local_sal[gos_index_ocean] + 0.08599 . M10303(Methane oxidation, methylotroph, methane => CO2) 0.3125 0.001465 local_temp[gos_index_ocean] - 0.00211 ** M10303(Methane oxidation, methylotroph, methane => CO2) 0.3125 0.001465 water_column_depth[gos_index_ocean] - 0.11988 M10306(Sulfur reduction, sulfate => H2S) 0.1116 0.02453 water_column_depth[gos_index_ocean] - 0.0245 * clustr_120 0.3315 0.000941 local_temp[gos_index_ocean] + 0.00751 ** clustr_120 0.3315 0.000941 sample_depth[gos_index_ocean] + 0.16021 clustr_120 0.3315 0.000941 water_column_depth[gos_index_ocean] + 0.07891 . clustr_1500 S:1:L:2 0.1721 0.006209 sample_depth[gos_index_ocean] + 0.00621 ** clustr_1633 E:4 0.4252 0.0001905 Chl_a_Month[gos_index_ocean] - 0.000658 *** clustr_1633 E:4 0.4252 0.0001905 local_sal[gos_index_ocean] + 0.025428 * clustr_1633 E:4 0.4252 0.0001905 local_temp[gos_index_ocean] - 0.000275 *** clustr_1633 E:4 0.4252 0.0001905 sample_depth[gos_index_ocean] + 0.005577 ** clustr_1637 0.3059 0.001705 local_sal[gos_index_ocean] + 0.00202 ** clustr_1637 0.3059 0.001705 local_temp[gos_index_ocean] - 0.03899 * clustr_1637 0.3059 0.001705 sample_depth[gos_index_ocean] + 0.00549 ** clustr_1649 0.1515 0.02319 local_sal[gos_index_ocean] - 0.0272 * clustr_1649 0.1515 0.02319 local_temp[gos_index_ocean] + 0.0105 * clustr_1683 J:3 0.237 0.01232 Chl_a_Month[gos_index_ocean] - 0.00496 ** clustr_1683 J:3 0.237 0.01232 local_sal[gos_index_ocean] - 0.01412 * clustr_1683 J:3 0.237 0.01232 local_temp[gos_index_ocean] - 0.05368 . clustr_1683 J:3 0.237 0.01232 water_column_depth[gos_index_ocean] + 0.16680 clustr_171 0.4264 0.0001843 Chl_a_Month[gos_index_ocean] + 0.00235 ** clustr_171 0.4264 0.0001843 local_sal[gos_index_ocean] - 0.05114 . clustr_171 0.4264 0.0001843 local_temp[gos_index_ocean] + 5.86e-06 *** clustr_171 0.4264 0.0001843 sample_depth[gos_index_ocean] - 0.09734 . clustr_1937 C:4 0.1608 0.01924 sample_depth[gos_index_ocean] - 0.0417 * clustr_1937 C:4 0.1608 0.01924 water_column_depth[gos_index_ocean] + 0.0283 * clustr_1967 F:3 0.2376 0.007397 local_sal[gos_index_ocean] - 0.00194 ** clustr_1967 F:3 0.2376 0.007397 local_temp[gos_index_ocean] + 0.07872 . clustr_1967 F:3 0.2376 0.007397 water_column_depth[gos_index_ocean] - 0.12294 clustr_1968 0.2621 0.002156 local_sal[gos_index_ocean] + 0.01697 * clustr_1968 0.2621 0.002156 water_column_depth[gos_index_ocean] + 0.02652 * clustr_1983 0.3033 0.003322 Chl_a_Month[gos_index_ocean] + 0.0547 . clustr_1983 0.3033 0.003322 local_sal[gos_index_ocean] + 0.0117 * clustr_1983 0.3033 0.003322 local_temp[gos_index_ocean] + 0.0592 . clustr_1983 0.3033 0.003322 sample_depth[gos_index_ocean] - 0.0182 * clustr_1988 C:13 0.3046 0.0007876 local_sal[gos_index_ocean] - 0.000176 *** clustr_1988 C:13 0.3046 0.0007876 local_temp[gos_index_ocean] + 0.048251 * clustr_2051 0.3818 0.0002722 local_sal[gos_index_ocean] + 0.02320 * clustr_2051 0.3818 0.0002722 local_temp[gos_index_ocean] - 0.02022 * clustr_2051 0.3818 0.0002722 water_column_depth[gos_index_ocean] - 0.00209 ** clustr_2052 NA NA NA NA clustr_2120 0.101 0.0311 water_column_depth[gos_index_ocean] - 0.0311 * clustr_2234 0.4462 0.0001086 local_sal[gos_index_ocean] + 0.002989 ** clustr_2234 0.4462 0.0001086 local_temp[gos_index_ocean] - 0.000129 *** clustr_2234 0.4462 0.0001086 sample_depth[gos_index_ocean] + 0.062833 . clustr_2234 0.4462 0.0001086 water_column_depth[gos_index_ocean] - 0.072140 . clustr_2251 0.1592 0.03328 Chl_a_Month[gos_index_ocean] + 0.0705 . clustr_2251 0.1592 0.03328 local_sal[gos_index_ocean] - 0.1035 clustr_2251 0.1592 0.03328 local_temp[gos_index_ocean] + 0.0109 * clustr_2314 C:2:R:1 0.3471 0.0006483 local_sal[gos_index_ocean] + 0.000129 *** clustr_2314 C:2:R:1 0.3471 0.0006483 local_temp[gos_index_ocean] - 0.085648 . clustr_2314 C:2:R:1 0.3471 0.0006483 water_column_depth[gos_index_ocean] - 0.071201 . clustr_2363 0.4427 0.0001194 Chl_a_Month[gos_index_ocean] - 1.65e-05 *** clustr_2363 0.4427 0.0001194 local_temp[gos_index_ocean] - 2.51e-05 *** clustr_2363 0.4427 0.0001194 sample_depth[gos_index_ocean] + 0.0225 * clustr_2363 0.4427 0.0001194 water_column_depth[gos_index_ocean] + 0.0700 . clustr_2364 0.442 0.0001217 Chl_a_Month[gos_index_ocean] + 0.017708 * clustr_2364 0.442 0.0001217 local_sal[gos_index_ocean] - 0.000248 *** clustr_2364 0.442 0.0001217 local_temp[gos_index_ocean] + 0.001114 ** clustr_2364 0.442 0.0001217 sample_depth[gos_index_ocean] - 0.097874 . clustr_24 0.09864 0.03281 Chl_a_Month[gos_index_ocean] - 0.0328 * clustr_2514 0.5918 3.4e-07 Chl_a_Month[gos_index_ocean] - 1.07e-05 *** clustr_2514 0.5918 3.4e-07 local_sal[gos_index_ocean] + 0.036912 * clustr_2514 0.5918 3.4e-07 local_temp[gos_index_ocean] - 3.80e-08 *** clustr_2570 J:2:U:3 0.1003 0.06279 Chl_a_Month[gos_index_ocean] - 0.0381 * clustr_2570 J:2:U:3 0.1003 0.06279 sample_depth[gos_index_ocean] + 0.1309 clustr_2605 0.1063 0.02766 Chl_a_Month[gos_index_ocean] - 0.0277 * clustr_2609 0.2459 0.006244 Chl_a_Month[gos_index_ocean] - 0.00502 ** clustr_2609 0.2459 0.006244 local_sal[gos_index_ocean] + 0.18298 clustr_2609 0.2459 0.006244 local_temp[gos_index_ocean] - 0.00725 ** clustr_2620 0.3784 3.049e-05 local_sal[gos_index_ocean] + 3.05e-05 *** clustr_2630 L:3 0.1783 0.03484 Chl_a_Month[gos_index_ocean] + 0.0506 . clustr_2630 L:3 0.1783 0.03484 local_sal[gos_index_ocean] + 0.0144 * clustr_2630 L:3 0.1783 0.03484 sample_depth[gos_index_ocean] - 0.1038 clustr_2630 L:3 0.1783 0.03484 water_column_depth[gos_index_ocean] - 0.1626 clustr_2636 H:3 0.1832 0.03209 Chl_a_Month[gos_index_ocean] + 0.153 clustr_2636 H:3 0.1832 0.03209 local_sal[gos_index_ocean] - 0.103 clustr_2636 H:3 0.1832 0.03209 sample_depth[gos_index_ocean] - 0.108 clustr_2636 H:3 0.1832 0.03209 water_column_depth[gos_index_ocean] + 0.125 clustr_2647 NA NA NA NA clustr_2727 0.273 0.006165 Chl_a_Month[gos_index_ocean] - 0.00215 ** clustr_2727 0.273 0.006165 local_temp[gos_index_ocean] - 0.00132 ** clustr_2727 0.273 0.006165 sample_depth[gos_index_ocean] + 0.02324 * clustr_2727 0.273 0.006165 water_column_depth[gos_index_ocean] + 0.14953 clustr_2745 NA NA NA NA clustr_2774 0.2822 0.005126 Chl_a_Month[gos_index_ocean] + 0.0401 * clustr_2774 0.2822 0.005126 local_temp[gos_index_ocean] + 0.1453 clustr_2774 0.2822 0.005126 sample_depth[gos_index_ocean] - 0.0105 * clustr_2774 0.2822 0.005126 water_column_depth[gos_index_ocean] - 0.0147 * clustr_2812 NA NA NA NA clustr_2892 S:1:H:1:C:6 0.307 0.001661 Chl_a_Month[gos_index_ocean] - 0.16836 clustr_2892 S:1:H:1:C:6 0.307 0.001661 local_sal[gos_index_ocean] + 0.00135 ** clustr_2892 S:1:H:1:C:6 0.307 0.001661 local_temp[gos_index_ocean] - 0.02026 * clustr_2911 0.1252 0.03893 local_sal[gos_index_ocean] - 0.0173 * clustr_2911 0.1252 0.03893 local_temp[gos_index_ocean] + 0.0418 * clustr_2919 0.6132 4.384e-07 Chl_a_Month[gos_index_ocean] + 0.0698 . clustr_2919 0.6132 4.384e-07 local_sal[gos_index_ocean] - 1.37e-06 *** clustr_2919 0.6132 4.384e-07 local_temp[gos_index_ocean] + 4.64e-07 *** clustr_2919 0.6132 4.384e-07 water_column_depth[gos_index_ocean] - 0.1072 clustr_2934 0.1185 0.06765 Chl_a_Month[gos_index_ocean] - 0.0372 * clustr_2934 0.1185 0.06765 local_temp[gos_index_ocean] - 0.0139 * clustr_2934 0.1185 0.06765 water_column_depth[gos_index_ocean] + 0.1614 clustr_2943 0.2708 0.001763 local_sal[gos_index_ocean] + 0.000438 *** clustr_2943 0.2708 0.001763 local_temp[gos_index_ocean] - 0.107041 clustr_2951 0.1843 0.03152 Chl_a_Month[gos_index_ocean] + 0.08324 . clustr_2951 0.1843 0.03152 local_sal[gos_index_ocean] - 0.08578 . clustr_2951 0.1843 0.03152 local_temp[gos_index_ocean] + 0.00871 ** clustr_2951 0.1843 0.03152 water_column_depth[gos_index_ocean] - 0.09865 . clustr_2960 0.05593 0.08545 water_column_depth[gos_index_ocean] + 0.0855 . clustr_2989 0.0351 0.1376 Chl_a_Month[gos_index_ocean] - 0.138 clustr_3003 J:1:M:1:L:1 0.1925 0.01798 local_sal[gos_index_ocean] - 0.01321 * clustr_3003 J:1:M:1:L:1 0.1925 0.01798 local_temp[gos_index_ocean] + 0.00688 ** clustr_3003 J:1:M:1:L:1 0.1925 0.01798 water_column_depth[gos_index_ocean] - 0.09120 . clustr_3009 0.1627 0.007697 local_temp[gos_index_ocean] + 0.0077 ** clustr_3015 0.1503 0.02375 local_sal[gos_index_ocean] + 0.0169 * clustr_3015 0.1503 0.02375 sample_depth[gos_index_ocean] + 0.1312 clustr_3024 O:2:R:1:E:1 0.06431 0.07074 local_temp[gos_index_ocean] + 0.0707 . clustr_3025 0.09829 0.03306 water_column_depth[gos_index_ocean] - 0.0331 * clustr_3056 E:3 0.1707 0.01570 Chl_a_Month[gos_index_ocean] + 0.0404 * clustr_3056 E:3 0.1707 0.01570 water_column_depth[gos_index_ocean] - 0.1077 clustr_3113 S:1:M:12:D:4 0.1438 0.02704 Chl_a_Month[gos_index_ocean] + 0.0078 ** clustr_3113 S:1:M:12:D:4 0.1438 0.02704 local_temp[gos_index_ocean] + 0.0468 * clustr_3115 0.171 0.03935 Chl_a_Month[gos_index_ocean] + 0.0213 * clustr_3115 0.171 0.03935 local_temp[gos_index_ocean] + 0.0166 * clustr_3115 0.171 0.03935 sample_depth[gos_index_ocean] - 0.1050 clustr_3115 0.171 0.03935 water_column_depth[gos_index_ocean] - 0.0561 . clustr_3116 0.3271 0.0004497 local_sal[gos_index_ocean] - 0.114860 clustr_3116 0.3271 0.0004497 water_column_depth[gos_index_ocean] + 0.000115 *** clustr_3128 0.1145 0.02297 local_temp[gos_index_ocean] - 0.0230 * clustr_3130 0.2445 0.01071 Chl_a_Month[gos_index_ocean] + 0.0442 * clustr_3130 0.2445 0.01071 local_sal[gos_index_ocean] - 0.0737 . clustr_3130 0.2445 0.01071 local_temp[gos_index_ocean] + 0.1369 clustr_3130 0.2445 0.01071 water_column_depth[gos_index_ocean] - 0.1489 clustr_3135 NA NA NA NA clustr_3141 NA NA NA NA clustr_3151 NA NA NA NA clustr_3152 0.2859 0.007554 Chl_a_Month[gos_index_ocean] + 0.0254 * clustr_3152 0.2859 0.007554 local_sal[gos_index_ocean] - 0.1420 clustr_3152 0.2859 0.007554 local_temp[gos_index_ocean] + 0.0222 * clustr_3152 0.2859 0.007554 sample_depth[gos_index_ocean] - 0.1463 clustr_3152 0.2859 0.007554 water_column_depth[gos_index_ocean] + 0.0144 * clustr_3157 0.02734 0.2362 local_sal[gos_index_ocean] - 0.130 clustr_3157 0.02734 0.2362 local_temp[gos_index_ocean] + 0.150 clustr_3215 0.2724 0.001699 local_sal[gos_index_ocean] + 0.000488 *** clustr_3215 0.2724 0.001699 local_temp[gos_index_ocean] - 0.011151 * clustr_3234 -:1:O:1:R:1 0.1331 0.0334 local_sal[gos_index_ocean] + 0.0321 * clustr_3234 -:1:O:1:R:1 0.1331 0.0334 sample_depth[gos_index_ocean] - 0.1468 clustr_3236 -:1:J:3:M:1:I:1 0.07569 0.0993 local_temp[gos_index_ocean] - 0.0413 * clustr_3236 -:1:J:3:M:1:I:1 0.07569 0.0993 water_column_depth[gos_index_ocean] + 0.1630 clustr_3239 0.1354 0.01437 Chl_a_Month[gos_index_ocean] + 0.0144 * clustr_3240 -:1:S:3:F:1:R:2:I:1 0.1476 0.01089 local_temp[gos_index_ocean] - 0.0109 * clustr_3248 0.441 5.446e-05 Chl_a_Month[gos_index_ocean] - 0.000178 *** clustr_3248 0.441 5.446e-05 local_temp[gos_index_ocean] - 7.14e-06 *** clustr_3248 0.441 5.446e-05 sample_depth[gos_index_ocean] + 0.008703 ** clustr_3253 F:1:M:1:D:1:G:1 0.1838 0.02116 local_sal[gos_index_ocean] - 0.0268 * clustr_3253 F:1:M:1:D:1:G:1 0.1838 0.02116 local_temp[gos_index_ocean] + 0.0529 . clustr_3253 F:1:M:1:D:1:G:1 0.1838 0.02116 sample_depth[gos_index_ocean] + 0.0530 . clustr_3304 H:1:F:1:-:1:S:1:R:1 0.06506 0.06955 local_sal[gos_index_ocean] + 0.0695 . clustr_3308 F:1:H:1:J:1 0.3224 0.00221 Chl_a_Month[gos_index_ocean] + 0.00774 ** clustr_3308 F:1:H:1:J:1 0.3224 0.00221 local_sal[gos_index_ocean] - 0.05003 . clustr_3308 F:1:H:1:J:1 0.3224 0.00221 local_temp[gos_index_ocean] + 0.00343 ** clustr_3308 F:1:H:1:J:1 0.3224 0.00221 water_column_depth[gos_index_ocean] - 0.05184 . clustr_3310 0.204 0.01441 local_sal[gos_index_ocean] - 0.0166 * clustr_3310 0.204 0.01441 local_temp[gos_index_ocean] + 0.0857 . clustr_3310 0.204 0.01441 sample_depth[gos_index_ocean] - 0.0154 * clustr_3313 0.1814 0.03307 Chl_a_Month[gos_index_ocean] + 0.0117 * clustr_3313 0.1814 0.03307 local_temp[gos_index_ocean] + 0.1516 clustr_3313 0.1814 0.03307 sample_depth[gos_index_ocean] - 0.0772 . clustr_3313 0.1814 0.03307 water_column_depth[gos_index_ocean] - 0.1514 clustr_3317 NA NA NA NA clustr_3320 NA NA NA NA clustr_3332 0.1558 0.00903 local_temp[gos_index_ocean] + 0.00903 ** clustr_3375 NA NA NA NA clustr_3385 NA NA NA NA clustr_3389 0.1038 0.08646 Chl_a_Month[gos_index_ocean] - 0.1262 clustr_3389 0.1038 0.08646 local_temp[gos_index_ocean] - 0.0344 * clustr_3389 0.1038 0.08646 water_column_depth[gos_index_ocean] + 0.0495 * clustr_3398 NA NA NA NA clustr_3403 0.503 5.393e-07 water_column_depth[gos_index_ocean] - 5.39e-07 *** clustr_3408 0.1905 0.004036 Chl_a_Month[gos_index_ocean] - 0.00404 ** clustr_3412 0.1103 0.05185 Chl_a_Month[gos_index_ocean] - 0.0160 * clustr_3412 0.1103 0.05185 local_temp[gos_index_ocean] - 0.0733 . clustr_3417 0.1391 0.02964 local_sal[gos_index_ocean] + 0.0211 * clustr_3417 0.1391 0.02964 local_temp[gos_index_ocean] - 0.0190 * clustr_3439 NA NA NA NA clustr_3447 J:2:E:1 0.1091 0.05313 local_temp[gos_index_ocean] - 0.0474 * clustr_3447 J:2:E:1 0.1091 0.05313 sample_depth[gos_index_ocean] - 0.1667 clustr_3459 -:1:E:2 0.1048 0.05767 sample_depth[gos_index_ocean] + 0.0869 . clustr_3459 -:1:E:2 0.1048 0.05767 water_column_depth[gos_index_ocean] + 0.1213 clustr_3467 0.04768 0.1030 Chl_a_Month[gos_index_ocean] - 0.103 clustr_3473 0.08289 0.08692 Chl_a_Month[gos_index_ocean] + 0.074 . clustr_3473 0.08289 0.08692 sample_depth[gos_index_ocean] - 0.102 clustr_3483 -:3:E:4 0.2869 0.001207 Chl_a_Month[gos_index_ocean] - 0.003743 ** clustr_3483 -:3:E:4 0.2869 0.001207 local_temp[gos_index_ocean] - 0.000304 *** clustr_3489 0.1778 0.01357 Chl_a_Month[gos_index_ocean] - 0.0336 * clustr_3489 0.1778 0.01357 water_column_depth[gos_index_ocean] + 0.1112 clustr_3528 0.08038 0.04934 water_column_depth[gos_index_ocean] - 0.0493 * clustr_3533 0.1873 0.01114 Chl_a_Month[gos_index_ocean] + 0.00311 ** clustr_3533 0.1873 0.01114 local_temp[gos_index_ocean] + 0.02006 * clustr_3537 0.2057 0.002817 local_sal[gos_index_ocean] + 0.00282 ** clustr_3543 S:1:H:2:M:3 0.2347 0.01287 Chl_a_Month[gos_index_ocean] - 0.00615 ** clustr_3543 S:1:H:2:M:3 0.2347 0.01287 local_sal[gos_index_ocean] + 0.14134 clustr_3543 S:1:H:2:M:3 0.2347 0.01287 local_temp[gos_index_ocean] - 0.01424 * clustr_3543 S:1:H:2:M:3 0.2347 0.01287 sample_depth[gos_index_ocean] + 0.15417 clustr_3561 0.2519 0.002725 Chl_a_Month[gos_index_ocean] - 0.036615 * clustr_3561 0.2519 0.002725 local_temp[gos_index_ocean] - 0.000694 *** clustr_3573 0.09615 0.06787 local_sal[gos_index_ocean] - 0.1126 clustr_3573 0.09615 0.06787 sample_depth[gos_index_ocean] + 0.0973 . clustr_3581 0.1794 0.02297 Chl_a_Month[gos_index_ocean] - 0.0634 . clustr_3581 0.1794 0.02297 sample_depth[gos_index_ocean] + 0.0643 . clustr_3581 0.1794 0.02297 water_column_depth[gos_index_ocean] + 0.1472 clustr_3593 0.1618 0.007872 local_sal[gos_index_ocean] - 0.00787 ** clustr_3595 -:2:H:1:O:1:J:1:R:1 0.08763 0.0796 local_sal[gos_index_ocean] - 0.0262 * clustr_3595 -:2:H:1:O:1:J:1:R:1 0.08763 0.0796 local_temp[gos_index_ocean] + 0.1665 clustr_3599 0.2859 0.001235 Chl_a_Month[gos_index_ocean] - 0.002641 ** clustr_3599 0.2859 0.001235 local_temp[gos_index_ocean] - 0.000346 *** clustr_3614 P:1:E:2 0.216 0.006051 Chl_a_Month[gos_index_ocean] - 0.05258 . clustr_3614 P:1:E:2 0.216 0.006051 local_temp[gos_index_ocean] - 0.00160 ** clustr_3631 H:1:O:1:J:1:M:1:P:1 0.1075 0.02690 Chl_a_Month[gos_index_ocean] - 0.0269 * clustr_3655 -:1:S:1:O:3:C:3 0.04665 0.1055 sample_depth[gos_index_ocean] + 0.105 clustr_3660 0.2072 0.01355 Chl_a_Month[gos_index_ocean] + 0.0425 * clustr_3660 0.2072 0.01355 local_sal[gos_index_ocean] - 0.0706 . clustr_3660 0.2072 0.01355 local_temp[gos_index_ocean] + 0.1286 clustr_3662 C:9 0.1537 0.03668 Chl_a_Month[gos_index_ocean] - 0.0128 * clustr_3662 C:9 0.1537 0.03668 local_temp[gos_index_ocean] - 0.0331 * clustr_3662 C:9 0.1537 0.03668 sample_depth[gos_index_ocean] + 0.0345 * clustr_3666 J:1:L:1:E:1 0.1349 0.05114 Chl_a_Month[gos_index_ocean] + 0.0228 * clustr_3666 J:1:L:1:E:1 0.1349 0.05114 local_temp[gos_index_ocean] + 0.0141 * clustr_3666 J:1:L:1:E:1 0.1349 0.05114 water_column_depth[gos_index_ocean] - 0.1330 clustr_3680 0.4356 6.356e-05 Chl_a_Month[gos_index_ocean] + 0.0435 * clustr_3680 0.4356 6.356e-05 local_sal[gos_index_ocean] - 0.0753 . clustr_3680 0.4356 6.356e-05 water_column_depth[gos_index_ocean] - 0.0110 * clustr_3699 0.1766 0.01391 Chl_a_Month[gos_index_ocean] - 0.01541 * clustr_3699 0.1766 0.01391 local_temp[gos_index_ocean] - 0.00451 ** clustr_3738 H:1:F:1:M:1 0.09827 0.03307 local_temp[gos_index_ocean] - 0.0331 * clustr_3739 H:1:S:2:J:2:R:1:E:2 0.1689 0.01628 sample_depth[gos_index_ocean] + 0.1450 clustr_3739 H:1:S:2:J:2:R:1:E:2 0.1689 0.01628 water_column_depth[gos_index_ocean] + 0.0169 * clustr_3761 NA NA NA NA clustr_3775 0.08033 0.0494 water_column_depth[gos_index_ocean] - 0.0494 * clustr_3782 -:3:F:6 0.2276 0.009062 local_sal[gos_index_ocean] - 0.0242 * clustr_3782 -:3:F:6 0.2276 0.009062 local_temp[gos_index_ocean] + 0.0291 * clustr_3782 -:3:F:6 0.2276 0.009062 sample_depth[gos_index_ocean] + 0.0254 * clustr_3786 0.1342 0.01477 water_column_depth[gos_index_ocean] + 0.0148 * clustr_3788 F:2:R:4 0.1972 0.00904 local_sal[gos_index_ocean] - 0.02882 * clustr_3788 F:2:R:4 0.1972 0.00904 local_temp[gos_index_ocean] + 0.00284 ** clustr_3790 NA NA NA NA clustr_3822 -:2:L:2 0.4154 0.0001117 Chl_a_Month[gos_index_ocean] + 0.03950 * clustr_3822 -:2:L:2 0.4154 0.0001117 local_sal[gos_index_ocean] - 0.00083 *** clustr_3822 -:2:L:2 0.4154 0.0001117 local_temp[gos_index_ocean] + 8.29e-05 *** clustr_3823 NA NA NA NA clustr_3826 F:1:S:1:J:1:R:1 0.2077 0.01341 Chl_a_Month[gos_index_ocean] + 0.0164 * clustr_3826 F:1:S:1:J:1:R:1 0.2077 0.01341 local_sal[gos_index_ocean] + 0.1303 clustr_3826 F:1:S:1:J:1:R:1 0.2077 0.01341 water_column_depth[gos_index_ocean] + 0.0118 * clustr_3831 G:9 0.4882 1.321e-05 Chl_a_Month[gos_index_ocean] + 4.51e-06 *** clustr_3831 G:9 0.4882 1.321e-05 local_temp[gos_index_ocean] + 2.91e-06 *** clustr_3831 G:9 0.4882 1.321e-05 sample_depth[gos_index_ocean] - 0.0188 * clustr_3833 0.1518 0.03796 Chl_a_Month[gos_index_ocean] + 0.0691 . clustr_3833 0.1518 0.03796 local_sal[gos_index_ocean] - 0.0912 . clustr_3833 0.1518 0.03796 local_temp[gos_index_ocean] + 0.0686 . clustr_3840 F:1:-:4:J:1:I:3:R:2:L:2 0.1135 0.04877 Chl_a_Month[gos_index_ocean] - 0.0704 . clustr_3840 F:1:-:4:J:1:I:3:R:2:L:2 0.1135 0.04877 sample_depth[gos_index_ocean] + 0.0447 * clustr_3848 0.1904 0.01045 local_sal[gos_index_ocean] + 0.0237 * clustr_3848 0.1904 0.01045 sample_depth[gos_index_ocean] - 0.0441 * clustr_3850 0.06996 0.06231 local_sal[gos_index_ocean] - 0.0623 . clustr_3855 O:1:P:1:E:1 0.2596 0.002287 Chl_a_Month[gos_index_ocean] - 0.005564 ** clustr_3855 O:1:P:1:E:1 0.2596 0.002287 local_temp[gos_index_ocean] - 0.000604 *** clustr_3860 M:3:D:2:C:9:K:1 0.3963 0.0007451 Chl_a_Month[gos_index_ocean] - 0.000272 *** clustr_3860 M:3:D:2:C:9:K:1 0.3963 0.0007451 local_sal[gos_index_ocean] - 0.150537 clustr_3860 M:3:D:2:C:9:K:1 0.3963 0.0007451 local_temp[gos_index_ocean] - 0.003376 ** clustr_3860 M:3:D:2:C:9:K:1 0.3963 0.0007451 sample_depth[gos_index_ocean] + 0.000650 *** clustr_3860 M:3:D:2:C:9:K:1 0.3963 0.0007451 water_column_depth[gos_index_ocean] + 0.131976 clustr_3863 F:10 0.3192 0.001256 local_sal[gos_index_ocean] + 0.000307 *** clustr_3863 F:10 0.3192 0.001256 local_temp[gos_index_ocean] - 0.026083 * clustr_3863 F:10 0.3192 0.001256 water_column_depth[gos_index_ocean] + 0.078264 . clustr_3865 -:1:J:2:E:1 0.01982 0.2693 local_sal[gos_index_ocean] + 0.164 clustr_3865 -:1:J:2:E:1 0.01982 0.2693 local_temp[gos_index_ocean] - 0.153 clustr_3867 S:1:J:2:K:1:R:2 0.3075 0.001644 Chl_a_Month[gos_index_ocean] + 0.0177 * clustr_3867 S:1:J:2:K:1:R:2 0.3075 0.001644 local_sal[gos_index_ocean] - 0.0134 * clustr_3867 S:1:J:2:K:1:R:2 0.3075 0.001644 local_temp[gos_index_ocean] + 0.0022 ** clustr_3872 NA NA NA NA clustr_3876 NA NA NA NA clustr_3877 0.1609 0.01919 Chl_a_Month[gos_index_ocean] - 0.0887 . clustr_3877 0.1609 0.01919 water_column_depth[gos_index_ocean] + 0.0605 . clustr_3894 S:1:G:1:V:1 0.3309 0.0009547 Chl_a_Month[gos_index_ocean] - 0.0187 * clustr_3894 S:1:G:1:V:1 0.3309 0.0009547 local_sal[gos_index_ocean] + 0.1042 clustr_3894 S:1:G:1:V:1 0.3309 0.0009547 local_temp[gos_index_ocean] - 7.63e-05 *** clustr_3896 NA NA NA NA clustr_3897 M:1:R:1:G:1:E:1 0.06953 0.1112 Chl_a_Month[gos_index_ocean] - 0.0414 * clustr_3897 M:1:R:1:G:1:E:1 0.06953 0.1112 local_temp[gos_index_ocean] - 0.0887 . clustr_3913 C:1:I:2 0.5094 2.092e-06 local_sal[gos_index_ocean] + 5.51e-07 *** clustr_3913 C:1:I:2 0.5094 2.092e-06 local_temp[gos_index_ocean] - 0.037767 * clustr_3916 0.02793 0.1626 sample_depth[gos_index_ocean] - 0.163 clustr_3924 0.143 0.01208 water_column_depth[gos_index_ocean] + 0.0121 * clustr_3927 0.2676 0.0006184 local_temp[gos_index_ocean] - 0.000618 *** clustr_3932 0.1535 0.02224 local_sal[gos_index_ocean] - 0.00985 ** clustr_3932 0.1535 0.02224 water_column_depth[gos_index_ocean] + 0.12353 clustr_3937 C:1:I:3 0.235 0.003986 Chl_a_Month[gos_index_ocean] - 0.00349 ** clustr_3937 C:1:I:3 0.235 0.003986 sample_depth[gos_index_ocean] + 0.02502 * clustr_3939 0.178 0.02359 Chl_a_Month[gos_index_ocean] - 0.01939 * clustr_3939 0.178 0.02359 local_temp[gos_index_ocean] - 0.00392 ** clustr_3939 0.178 0.02359 sample_depth[gos_index_ocean] + 0.10023 clustr_3958 0.3543 0.001084 Chl_a_Month[gos_index_ocean] - 0.02356 * clustr_3958 0.3543 0.001084 local_sal[gos_index_ocean] + 0.00249 ** clustr_3958 0.3543 0.001084 local_temp[gos_index_ocean] - 0.00166 ** clustr_3958 0.3543 0.001084 sample_depth[gos_index_ocean] + 0.09768 . clustr_3963 0.3286 0.001008 Chl_a_Month[gos_index_ocean] - 0.06243 . clustr_3963 0.3286 0.001008 local_temp[gos_index_ocean] - 0.00228 ** clustr_3963 0.3286 0.001008 water_column_depth[gos_index_ocean] - 0.08601 . clustr_3971 0.2741 0.001634 local_sal[gos_index_ocean] - 0.00114 ** clustr_3971 0.2741 0.001634 water_column_depth[gos_index_ocean] + 0.02040 * clustr_3973 0.06333 0.1643 Chl_a_Month[gos_index_ocean] - 0.0737 . clustr_3973 0.06333 0.1643 local_sal[gos_index_ocean] - 0.1818 clustr_3973 0.06333 0.1643 sample_depth[gos_index_ocean] + 0.1054 clustr_3974 0.04447 0.1109 water_column_depth[gos_index_ocean] + 0.111 clustr_3980 S:1:J:2:R:2 0.4619 2.954e-05 Chl_a_Month[gos_index_ocean] + 0.067509 . clustr_3980 S:1:J:2:R:2 0.4619 2.954e-05 local_sal[gos_index_ocean] - 0.000110 *** clustr_3980 S:1:J:2:R:2 0.4619 2.954e-05 local_temp[gos_index_ocean] + 0.052461 . clustr_3981 H:3:S:1 0.03229 0.1468 Chl_a_Month[gos_index_ocean] - 0.147 clustr_3984 0.4099 4.824e-05 Chl_a_Month[gos_index_ocean] - 0.0107 * clustr_3984 0.4099 4.824e-05 local_temp[gos_index_ocean] - 1.26e-05 *** clustr_4004 S:1:M:1:L:1:E:1 0.117 0.04564 local_sal[gos_index_ocean] + 0.0178 * clustr_4004 S:1:M:1:L:1:E:1 0.117 0.04564 local_temp[gos_index_ocean] - 0.0596 . clustr_4007 0.1144 0.02305 local_temp[gos_index_ocean] + 0.0230 * clustr_4008 -:2:T:2 0.09169 0.07379 local_temp[gos_index_ocean] + 0.1500 clustr_4008 -:2:T:2 0.09169 0.07379 sample_depth[gos_index_ocean] - 0.0654 . clustr_4010 0.2514 0.005568 Chl_a_Month[gos_index_ocean] + 0.01943 * clustr_4010 0.2514 0.005568 sample_depth[gos_index_ocean] - 0.03857 * clustr_4010 0.2514 0.005568 water_column_depth[gos_index_ocean] + 0.00311 ** clustr_4026 0.2392 0.007164 local_sal[gos_index_ocean] - 0.13645 clustr_4026 0.2392 0.007164 local_temp[gos_index_ocean] + 0.00167 ** clustr_4026 0.2392 0.007164 sample_depth[gos_index_ocean] + 0.17844 clustr_4029 E:8 0.3218 0.0005147 Chl_a_Month[gos_index_ocean] + 0.0482 * clustr_4029 E:8 0.3218 0.0005147 local_sal[gos_index_ocean] - 0.0403 * clustr_4030 NA NA NA NA clustr_4034 0.3823 0.001028 Chl_a_Month[gos_index_ocean] + 0.13671 clustr_4034 0.3823 0.001028 local_sal[gos_index_ocean] + 0.00610 ** clustr_4034 0.3823 0.001028 local_temp[gos_index_ocean] + 0.18093 clustr_4034 0.3823 0.001028 sample_depth[gos_index_ocean] - 0.16132 clustr_4034 0.3823 0.001028 water_column_depth[gos_index_ocean] + 0.02614 * clustr_4041 H:1:C:2 0.4334 6.758e-05 local_sal[gos_index_ocean] + 0.00157 ** clustr_4041 H:1:C:2 0.4334 6.758e-05 local_temp[gos_index_ocean] + 0.12168 clustr_4041 H:1:C:2 0.4334 6.758e-05 sample_depth[gos_index_ocean] - 0.14484 clustr_4046 S:1:O:1:P:1:R:2 0.5055 7.575e-06 local_sal[gos_index_ocean] + 0.000167 *** clustr_4046 S:1:O:1:P:1:R:2 0.5055 7.575e-06 local_temp[gos_index_ocean] - 0.000543 *** clustr_4046 S:1:O:1:P:1:R:2 0.5055 7.575e-06 water_column_depth[gos_index_ocean] - 0.003072 ** clustr_4051 0.08904 0.04065 local_sal[gos_index_ocean] + 0.0407 * clustr_4058 0.0799 0.04988 water_column_depth[gos_index_ocean] + 0.0499 * clustr_4067 0.055 0.08726 local_sal[gos_index_ocean] + 0.0873 . clustr_4071 0.4112 0.0001251 Chl_a_Month[gos_index_ocean] - 0.011680 * clustr_4071 0.4112 0.0001251 local_sal[gos_index_ocean] + 0.001476 ** clustr_4071 0.4112 0.0001251 local_temp[gos_index_ocean] - 0.000237 *** clustr_4076 0.1158 0.07074 Chl_a_Month[gos_index_ocean] + 0.181 clustr_4076 0.1158 0.07074 local_sal[gos_index_ocean] - 0.125 clustr_4076 0.1158 0.07074 local_temp[gos_index_ocean] + 0.016 * clustr_4085 0.1856 0.004527 local_sal[gos_index_ocean] - 0.00453 ** clustr_4086 0.05119 0.09513 water_column_depth[gos_index_ocean] - 0.0951 . clustr_4088 NA NA NA NA clustr_4089 0.03687 0.1320 water_column_depth[gos_index_ocean] + 0.132 clustr_4095 H:5 0.2197 0.002018 local_sal[gos_index_ocean] - 0.00202 ** clustr_4098 NA NA NA NA clustr_4099 0.09809 0.0949 Chl_a_Month[gos_index_ocean] + 0.0223 * clustr_4099 0.09809 0.0949 local_temp[gos_index_ocean] + 0.0393 * clustr_4099 0.09809 0.0949 sample_depth[gos_index_ocean] - 0.1447 clustr_4102 S:1:I:1:E:1 0.3438 0.0002937 Chl_a_Month[gos_index_ocean] - 0.00228 ** clustr_4102 S:1:I:1:E:1 0.3438 0.0002937 local_temp[gos_index_ocean] - 6.42e-05 *** clustr_4104 0.5676 8.67e-07 local_sal[gos_index_ocean] + 0.04896 * clustr_4104 0.5676 8.67e-07 local_temp[gos_index_ocean] + 0.00281 ** clustr_4104 0.5676 8.67e-07 water_column_depth[gos_index_ocean] + 0.01746 * clustr_4116 -:1:Q:4 0.6482 1.003e-07 Chl_a_Month[gos_index_ocean] - 4.09e-06 *** clustr_4116 -:1:Q:4 0.6482 1.003e-07 local_sal[gos_index_ocean] + 0.104 clustr_4116 -:1:Q:4 0.6482 1.003e-07 local_temp[gos_index_ocean] - 3.33e-08 *** clustr_4116 -:1:Q:4 0.6482 1.003e-07 water_column_depth[gos_index_ocean] - 0.107 clustr_4125 0.4119 0.0001228 Chl_a_Month[gos_index_ocean] + 0.00296 ** clustr_4125 0.4119 0.0001228 local_sal[gos_index_ocean] - 0.00699 ** clustr_4125 0.4119 0.0001228 local_temp[gos_index_ocean] + 9.33e-05 *** clustr_4126 NA NA NA NA clustr_4128 L:5 0.07387 0.1027 Chl_a_Month[gos_index_ocean] + 0.1352 clustr_4128 L:5 0.07387 0.1027 sample_depth[gos_index_ocean] - 0.0733 . clustr_4129 H:3:S:1:K:1 0.2742 0.003435 local_sal[gos_index_ocean] + 0.0723 . clustr_4129 H:3:S:1:K:1 0.2742 0.003435 sample_depth[gos_index_ocean] + 0.0586 . clustr_4129 H:3:S:1:K:1 0.2742 0.003435 water_column_depth[gos_index_ocean] + 0.0188 * clustr_4131 M:2:R:1 0.3675 0.0003921 Chl_a_Month[gos_index_ocean] + 0.000668 *** clustr_4131 M:2:R:1 0.3675 0.0003921 sample_depth[gos_index_ocean] - 0.065587 . clustr_4131 M:2:R:1 0.3675 0.0003921 water_column_depth[gos_index_ocean] - 0.088788 . clustr_4136 G:5 0.1171 0.04551 local_temp[gos_index_ocean] + 0.0270 * clustr_4136 G:5 0.1171 0.04551 water_column_depth[gos_index_ocean] - 0.0551 . clustr_4151 -:1:C:1:E:1 0.22 0.01053 local_sal[gos_index_ocean] + 0.00382 ** clustr_4151 -:1:C:1:E:1 0.22 0.01053 local_temp[gos_index_ocean] - 0.06468 . clustr_4151 -:1:C:1:E:1 0.22 0.01053 water_column_depth[gos_index_ocean] - 0.13043 clustr_4152 NA NA NA NA clustr_4153 0.2767 0.001537 local_temp[gos_index_ocean] + 0.0335 * clustr_4153 0.2767 0.001537 water_column_depth[gos_index_ocean] + 0.0343 * clustr_4157 H:1:-:1:J:1:K:1:G:1:L:3 0.2497 0.005767 Chl_a_Month[gos_index_ocean] + 0.0283 * clustr_4157 H:1:-:1:J:1:K:1:G:1:L:3 0.2497 0.005767 local_sal[gos_index_ocean] - 0.0289 * clustr_4157 H:1:-:1:J:1:K:1:G:1:L:3 0.2497 0.005767 local_temp[gos_index_ocean] + 0.0158 * clustr_4162 NA NA NA NA clustr_4163 S:1:H:16:P:4:G:1:E:1 0.2139 0.0188 Chl_a_Month[gos_index_ocean] + 0.1497 clustr_4163 S:1:H:16:P:4:G:1:E:1 0.2139 0.0188 local_temp[gos_index_ocean] + 0.0204 * clustr_4163 S:1:H:16:P:4:G:1:E:1 0.2139 0.0188 sample_depth[gos_index_ocean] - 0.1819 clustr_4163 S:1:H:16:P:4:G:1:E:1 0.2139 0.0188 water_column_depth[gos_index_ocean] + 0.0929 . clustr_4178 -:1:Q:2 0.208 0.002671 local_temp[gos_index_ocean] - 0.00267 ** clustr_4182 -:1:O:3:R:1 0.1498 0.05555 Chl_a_Month[gos_index_ocean] - 0.0940 . clustr_4182 -:1:O:3:R:1 0.1498 0.05555 local_sal[gos_index_ocean] - 0.1869 clustr_4182 -:1:O:3:R:1 0.1498 0.05555 local_temp[gos_index_ocean] - 0.1053 clustr_4182 -:1:O:3:R:1 0.1498 0.05555 water_column_depth[gos_index_ocean] + 0.0148 * clustr_4183 0.1121 0.05015 Chl_a_Month[gos_index_ocean] + 0.0202 * clustr_4183 0.1121 0.05015 local_temp[gos_index_ocean] + 0.0337 * clustr_4184 S:1:Q:1:E:4 0.1888 0.01928 Chl_a_Month[gos_index_ocean] - 0.01648 * clustr_4184 S:1:Q:1:E:4 0.1888 0.01928 local_temp[gos_index_ocean] - 0.00247 ** clustr_4184 S:1:Q:1:E:4 0.1888 0.01928 sample_depth[gos_index_ocean] + 0.15851 clustr_4185 -:1:M:2 0.1084 0.05381 Chl_a_Month[gos_index_ocean] - 0.0476 * clustr_4185 -:1:M:2 0.1084 0.05381 local_sal[gos_index_ocean] - 0.0249 * clustr_4186 0.1604 0.01938 local_sal[gos_index_ocean] + 0.00532 ** clustr_4186 0.1604 0.01938 local_temp[gos_index_ocean] - 0.14987 clustr_4201 H:2:S:1 0.1089 0.05331 Chl_a_Month[gos_index_ocean] - 0.122 clustr_4201 H:2:S:1 0.1089 0.05331 water_column_depth[gos_index_ocean] + 0.131 clustr_4205 H:1:J:2:R:1:G:1:L:1 0.05969 0.07849 local_sal[gos_index_ocean] - 0.0785 . clustr_4210 M:1:C:1:G:3 0.7107 1.251e-09 Chl_a_Month[gos_index_ocean] + 0.0227 * clustr_4210 M:1:C:1:G:3 0.7107 1.251e-09 local_sal[gos_index_ocean] - 2.59e-09 *** clustr_4210 M:1:C:1:G:3 0.7107 1.251e-09 local_temp[gos_index_ocean] + 4.50e-05 *** clustr_4218 0.1555 0.03553 local_sal[gos_index_ocean] + 0.0154 * clustr_4218 0.1555 0.03553 local_temp[gos_index_ocean] - 0.1008 clustr_4218 0.1555 0.03553 water_column_depth[gos_index_ocean] - 0.1680 clustr_4224 S:2:O:1:M:1:R:1:I:2 0.03223 0.1471 local_sal[gos_index_ocean] + 0.147 clustr_4233 0.4275 7.992e-05 local_sal[gos_index_ocean] + 1.6e-05 *** clustr_4233 0.4275 7.992e-05 local_temp[gos_index_ocean] - 0.05643 . clustr_4233 0.4275 7.992e-05 sample_depth[gos_index_ocean] - 0.12180 clustr_4234 0.1188 0.04406 local_sal[gos_index_ocean] + 0.0365 * clustr_4234 0.1188 0.04406 sample_depth[gos_index_ocean] + 0.1297 clustr_4238 NA NA NA NA clustr_4244 S:2:J:1:M:1:T:1:K:1:R:2:P:1 0.3222 0.0001481 local_sal[gos_index_ocean] + 0.000148 *** clustr_4246 0.1048 0.02859 sample_depth[gos_index_ocean] - 0.0286 * clustr_4252 F:1:J:4:K:1 0.1405 0.02883 local_temp[gos_index_ocean] - 0.0229 * clustr_4252 F:1:J:4:K:1 0.1405 0.02883 sample_depth[gos_index_ocean] + 0.1289 clustr_4253 I:2:E:1 0.5382 6.783e-06 Chl_a_Month[gos_index_ocean] - 0.000349 *** clustr_4253 I:2:E:1 0.5382 6.783e-06 local_sal[gos_index_ocean] + 0.049199 * clustr_4253 I:2:E:1 0.5382 6.783e-06 local_temp[gos_index_ocean] - 1.27e-07 *** clustr_4253 I:2:E:1 0.5382 6.783e-06 sample_depth[gos_index_ocean] + 0.127379 clustr_4255 R:1:G:6 0.09754 0.03362 local_temp[gos_index_ocean] + 0.0336 * clustr_4259 -:1:M:2:G:2 0.3195 0.00235 Chl_a_Month[gos_index_ocean] + 0.07838 . clustr_4259 -:1:M:2:G:2 0.3195 0.00235 local_sal[gos_index_ocean] - 0.00682 ** clustr_4259 -:1:M:2:G:2 0.3195 0.00235 local_temp[gos_index_ocean] + 0.00303 ** clustr_4259 -:1:M:2:G:2 0.3195 0.00235 water_column_depth[gos_index_ocean] + 0.18863 clustr_4267 -:1:G:3 0.3502 0.0002486 Chl_a_Month[gos_index_ocean] - 0.034696 * clustr_4267 -:1:G:3 0.3502 0.0002486 local_temp[gos_index_ocean] - 7.74e-05 *** clustr_4273 0.3227 0.002195 local_sal[gos_index_ocean] + 0.05160 . clustr_4273 0.3227 0.002195 local_temp[gos_index_ocean] - 0.12124 clustr_4273 0.3227 0.002195 sample_depth[gos_index_ocean] + 0.01478 * clustr_4273 0.3227 0.002195 water_column_depth[gos_index_ocean] - 0.00523 ** clustr_4283 0.08579 0.08238 local_sal[gos_index_ocean] + 0.0480 * clustr_4283 0.08579 0.08238 local_temp[gos_index_ocean] - 0.0539 . clustr_4284 0.1377 0.03047 Chl_a_Month[gos_index_ocean] + 0.0122 * clustr_4284 0.1377 0.03047 local_temp[gos_index_ocean] + 0.0213 * clustr_4285 O:2:R:1:L:1 0.2565 0.002452 local_sal[gos_index_ocean] - 0.00233 ** clustr_4285 O:2:R:1:L:1 0.2565 0.002452 local_temp[gos_index_ocean] + 0.00205 ** clustr_4287 0.2796 0.003056 local_sal[gos_index_ocean] + 0.041919 * clustr_4287 0.2796 0.003056 local_temp[gos_index_ocean] + 0.171406 clustr_4287 0.2796 0.003056 sample_depth[gos_index_ocean] + 0.053816 . clustr_4293 0.2136 0.01891 Chl_a_Month[gos_index_ocean] + 0.01607 * clustr_4293 0.2136 0.01891 local_sal[gos_index_ocean] + 0.06534 . clustr_4293 0.2136 0.01891 local_temp[gos_index_ocean] + 0.03149 * clustr_4293 0.2136 0.01891 sample_depth[gos_index_ocean] - 0.04650 * clustr_4306 -:1:S:1:L:5 0.2417 0.001179 local_temp[gos_index_ocean] - 0.00118 ** clustr_4309 0.1258 0.01784 water_column_depth[gos_index_ocean] - 0.0178 * clustr_4311 S:1:M:2:R:2:L:1 0.02559 0.1719 water_column_depth[gos_index_ocean] - 0.172 clustr_4316 0.1762 0.02437 Chl_a_Month[gos_index_ocean] - 0.04403 * clustr_4316 0.1762 0.02437 local_sal[gos_index_ocean] - 0.14761 clustr_4316 0.1762 0.02437 sample_depth[gos_index_ocean] + 0.00816 ** clustr_4318 0.08866 0.04101 Chl_a_Month[gos_index_ocean] - 0.041 * clustr_4319 J:7:R:1 0.2521 0.002713 local_sal[gos_index_ocean] - 0.027481 * clustr_4319 J:7:R:1 0.2521 0.002713 local_temp[gos_index_ocean] + 0.000682 *** clustr_4332 J:2:M:1 0.03687 0.1320 local_temp[gos_index_ocean] + 0.132 clustr_4346 0.2234 0.01583 local_sal[gos_index_ocean] - 0.0198 * clustr_4346 0.2234 0.01583 local_temp[gos_index_ocean] + 0.0757 . clustr_4346 0.2234 0.01583 sample_depth[gos_index_ocean] - 0.0900 . clustr_4346 0.2234 0.01583 water_column_depth[gos_index_ocean] - 0.0340 * clustr_4347 0.1335 0.03314 Chl_a_Month[gos_index_ocean] - 0.0351 * clustr_4347 0.1335 0.03314 local_temp[gos_index_ocean] - 0.0108 * clustr_4352 C:3:I:2 0.4933 1.124e-05 Chl_a_Month[gos_index_ocean] - 0.052115 . clustr_4352 C:3:I:2 0.4933 1.124e-05 local_sal[gos_index_ocean] + 2.14e-05 *** clustr_4352 C:3:I:2 0.4933 1.124e-05 local_temp[gos_index_ocean] - 0.000502 *** clustr_4353 0.4034 5.814e-05 local_sal[gos_index_ocean] + 1.61e-05 *** clustr_4353 0.4034 5.814e-05 water_column_depth[gos_index_ocean] - 0.0438 * clustr_4359 F:1:S:1:J:3:M:6:I:4:L:1 0.1074 0.02694 local_temp[gos_index_ocean] + 0.0269 * clustr_4360 -:3:F:1:J:1:G:1:L:1 0.1732 0.01493 local_sal[gos_index_ocean] - 0.0514 . clustr_4360 -:3:F:1:J:1:G:1:L:1 0.1732 0.01493 sample_depth[gos_index_ocean] + 0.0317 * clustr_4365 S:2:-:1:C:1 0.2825 0.001339 local_temp[gos_index_ocean] - 0.000304 *** clustr_4365 S:2:-:1:C:1 0.2825 0.001339 water_column_depth[gos_index_ocean] + 0.126063 clustr_4366 F:1:R:2:L:2 0.191 0.01848 local_temp[gos_index_ocean] + 0.0971 . clustr_4366 F:1:R:2:L:2 0.191 0.01848 sample_depth[gos_index_ocean] - 0.1545 clustr_4366 F:1:R:2:L:2 0.191 0.01848 water_column_depth[gos_index_ocean] + 0.0788 . clustr_4368 NA NA NA NA clustr_4386 0.2368 0.01237 Chl_a_Month[gos_index_ocean] + 0.0088 ** clustr_4386 0.2368 0.01237 local_temp[gos_index_ocean] + 0.0181 * clustr_4386 0.2368 0.01237 sample_depth[gos_index_ocean] - 0.0194 * clustr_4386 0.2368 0.01237 water_column_depth[gos_index_ocean] - 0.0620 . clustr_4400 0.2178 0.01101 Chl_a_Month[gos_index_ocean] - 0.00106 ** clustr_4400 0.2178 0.01101 local_temp[gos_index_ocean] - 0.01665 * clustr_4400 0.2178 0.01101 sample_depth[gos_index_ocean] + 0.18488 clustr_4404 0.1692 0.02775 Chl_a_Month[gos_index_ocean] + 0.0207 * clustr_4404 0.1692 0.02775 local_sal[gos_index_ocean] + 0.0146 * clustr_4404 0.1692 0.02775 water_column_depth[gos_index_ocean] - 0.1844 clustr_4405 -:1:M:12:D:1:R:2:E:1 0.03211 0.1475 sample_depth[gos_index_ocean] - 0.147 clustr_4408 T:1:K:1:G:2 0.3989 0.0001739 Chl_a_Month[gos_index_ocean] + 0.000153 *** clustr_4408 T:1:K:1:G:2 0.3989 0.0001739 local_temp[gos_index_ocean] + 1.97e-05 *** clustr_4408 T:1:K:1:G:2 0.3989 0.0001739 sample_depth[gos_index_ocean] - 0.042715 * clustr_4420 0.07599 0.05444 sample_depth[gos_index_ocean] - 0.0544 . clustr_4425 NA NA NA NA clustr_4433 H:4:S:1 0.1874 0.01977 Chl_a_Month[gos_index_ocean] - 0.1032 clustr_4433 H:4:S:1 0.1874 0.01977 local_sal[gos_index_ocean] + 0.0356 * clustr_4433 H:4:S:1 0.1874 0.01977 local_temp[gos_index_ocean] - 0.0117 * clustr_4434 NA NA NA NA clustr_4439 S:1:-:1:C:1:E:1 0.4287 0.0001738 Chl_a_Month[gos_index_ocean] - 0.000665 *** clustr_4439 S:1:-:1:C:1:E:1 0.4287 0.0001738 local_sal[gos_index_ocean] + 0.035496 * clustr_4439 S:1:-:1:C:1:E:1 0.4287 0.0001738 local_temp[gos_index_ocean] - 1.22e-05 *** clustr_4439 S:1:-:1:C:1:E:1 0.4287 0.0001738 sample_depth[gos_index_ocean] + 0.118649 clustr_4451 0.4764 4.634e-05 Chl_a_Month[gos_index_ocean] + 0.00102 ** clustr_4451 0.4764 4.634e-05 local_sal[gos_index_ocean] - 0.00424 ** clustr_4451 0.4764 4.634e-05 local_temp[gos_index_ocean] + 0.00231 ** clustr_4451 0.4764 4.634e-05 water_column_depth[gos_index_ocean] - 0.08591 . clustr_4453 F:1:E:4 0.1647 0.04366 local_sal[gos_index_ocean] - 0.0960 . clustr_4453 F:1:E:4 0.1647 0.04366 local_temp[gos_index_ocean] + 0.0497 * clustr_4453 F:1:E:4 0.1647 0.04366 sample_depth[gos_index_ocean] + 0.0493 * clustr_4453 F:1:E:4 0.1647 0.04366 water_column_depth[gos_index_ocean] - 0.0767 . clustr_4462 S:1:-:1:O:1:C:3:R:2 0.1044 0.05809 local_sal[gos_index_ocean] - 0.1049 clustr_4462 S:1:-:1:O:1:C:3:R:2 0.1044 0.05809 sample_depth[gos_index_ocean] - 0.0627 . clustr_4464 C:1:R:1:G:1 0.2237 0.00183 local_temp[gos_index_ocean] - 0.00183 ** clustr_4468 0.3095 0.002913 Chl_a_Month[gos_index_ocean] - 0.015179 * clustr_4468 0.3095 0.002913 local_sal[gos_index_ocean] + 0.030621 * clustr_4468 0.3095 0.002913 local_temp[gos_index_ocean] - 0.000264 *** clustr_4468 0.3095 0.002913 sample_depth[gos_index_ocean] + 0.148734 clustr_4469 -:1:K:1:G:1 0.3864 0.0002415 Chl_a_Month[gos_index_ocean] - 0.019005 * clustr_4469 -:1:K:1:G:1 0.3864 0.0002415 local_temp[gos_index_ocean] - 0.000816 *** clustr_4469 -:1:K:1:G:1 0.3864 0.0002415 water_column_depth[gos_index_ocean] - 0.044720 * clustr_4471 NA NA NA NA clustr_4472 0.1714 0.01547 local_temp[gos_index_ocean] + 0.04006 * clustr_4472 0.1714 0.01547 water_column_depth[gos_index_ocean] - 0.00723 ** clustr_4477 S:1:C:2:G:2 0.03552 0.1362 Chl_a_Month[gos_index_ocean] + 0.136 clustr_4479 -:1:S:1:F:1:L:3 0.1456 0.01139 water_column_depth[gos_index_ocean] - 0.0114 * clustr_4490 0.03487 0.1383 Chl_a_Month[gos_index_ocean] + 0.138 clustr_4496 0.06042 0.1717 Chl_a_Month[gos_index_ocean] + 0.059 . clustr_4496 0.06042 0.1717 local_sal[gos_index_ocean] + 0.143 clustr_4496 0.06042 0.1717 sample_depth[gos_index_ocean] - 0.161 clustr_747 0.4463 0.0002186 Chl_a_Month[gos_index_ocean] - 0.000345 *** clustr_747 0.4463 0.0002186 local_sal[gos_index_ocean] + 0.153603 clustr_747 0.4463 0.0002186 local_temp[gos_index_ocean] - 6.39e-06 *** clustr_747 0.4463 0.0002186 sample_depth[gos_index_ocean] + 0.081308 . clustr_747 0.4463 0.0002186 water_column_depth[gos_index_ocean] + 0.031214 * clustr_90 -:1:E:3 0.3166 0.001334 Chl_a_Month[gos_index_ocean] - 0.001572 ** clustr_90 -:1:E:3 0.3166 0.001334 local_temp[gos_index_ocean] - 0.000116 *** clustr_90 -:1:E:3 0.3166 0.001334 sample_depth[gos_index_ocean] + 0.144573 clustr_931 0.2124 0.01224 Chl_a_Month[gos_index_ocean] - 0.0122 * clustr_931 0.2124 0.01224 local_sal[gos_index_ocean] + 0.1501 clustr_931 0.2124 0.01224 local_temp[gos_index_ocean] - 0.0171 * COG0004(Ammonia permease) 0.1472 0.02524 Chl_a_Month[gos_index_ocean] - 0.0113 * COG0004(Ammonia permease) 0.1472 0.02524 local_temp[gos_index_ocean] - 0.0153 * COG0006(Xaa-Pro aminopeptidase) 0.1405 0.06438 Chl_a_Month[gos_index_ocean] - 0.0546 . COG0006(Xaa-Pro aminopeptidase) 0.1405 0.06438 local_sal[gos_index_ocean] + 0.1826 COG0006(Xaa-Pro aminopeptidase) 0.1405 0.06438 local_temp[gos_index_ocean] - 0.0351 * COG0006(Xaa-Pro aminopeptidase) 0.1405 0.06438 sample_depth[gos_index_ocean] + 0.0615 . COG0008(Glutamyl- and glutaminyl-tRNA synthetases) NA NA NA NA COG0013(Alanyl-tRNA synthetase) 0.05909 0.07956 water_column_depth[gos_index_ocean] + 0.0796 . COG0019(Diaminopimelate decarboxylase) 0.04331 0.1783 Chl_a_Month[gos_index_ocean] - 0.160 COG0019(Diaminopimelate decarboxylase) 0.04331 0.1783 sample_depth[gos_index_ocean] + 0.143 COG0021(Transketolase) 0.04025 0.1882 local_sal[gos_index_ocean] - 0.1487 COG0021(Transketolase) 0.04025 0.1882 local_temp[gos_index_ocean] + 0.0882 . COG0028(Thiamine pyrophosphate-requiring enzymes [acetolactate synthase, pyruvate dehydrogenase (cytochrome), glyoxylate carboligase, phosphonopyruvate decarboxylase]) 0.2324 0.008228 Chl_a_Month[gos_index_ocean] - 0.00423 ** COG0028(Thiamine pyrophosphate-requiring enzymes [acetolactate synthase, pyruvate dehydrogenase (cytochrome), glyoxylate carboligase, phosphonopyruvate decarboxylase]) 0.2324 0.008228 local_temp[gos_index_ocean] - 0.00123 ** COG0028(Thiamine pyrophosphate-requiring enzymes [acetolactate synthase, pyruvate dehydrogenase (cytochrome), glyoxylate carboligase, phosphonopyruvate decarboxylase]) 0.2324 0.008228 sample_depth[gos_index_ocean] + 0.10306 COG0044(Dihydroorotase and related cyclic amidohydrolases) 0.08847 0.07836 sample_depth[gos_index_ocean] + 0.118 COG0044(Dihydroorotase and related cyclic amidohydrolases) 0.08847 0.07836 water_column_depth[gos_index_ocean] + 0.131 COG0046(Phosphoribosylformylglycinamidine (FGAM) synthase, synthetase domain) 0.3051 0.0007782 local_sal[gos_index_ocean] + 0.06535 . COG0046(Phosphoribosylformylglycinamidine (FGAM) synthase, synthetase domain) 0.3051 0.0007782 water_column_depth[gos_index_ocean] + 0.00240 ** COG0060(Isoleucyl-tRNA synthetase) 0.1514 0.02321 local_sal[gos_index_ocean] - 0.0147 * COG0060(Isoleucyl-tRNA synthetase) 0.1514 0.02321 local_temp[gos_index_ocean] + 0.0176 * COG0067(Glutamate synthase domain 1) 0.3036 0.003296 Chl_a_Month[gos_index_ocean] - 0.012455 * COG0067(Glutamate synthase domain 1) 0.3036 0.003296 local_sal[gos_index_ocean] + 0.103318 COG0067(Glutamate synthase domain 1) 0.3036 0.003296 local_temp[gos_index_ocean] - 0.000241 *** COG0067(Glutamate synthase domain 1) 0.3036 0.003296 sample_depth[gos_index_ocean] + 0.044497 * COG0069(Glutamate synthase domain 2) 0.217 0.01119 Chl_a_Month[gos_index_ocean] - 0.00128 ** COG0069(Glutamate synthase domain 2) 0.217 0.01119 local_temp[gos_index_ocean] - 0.01265 * COG0069(Glutamate synthase domain 2) 0.217 0.01119 sample_depth[gos_index_ocean] + 0.10511 COG0070(Glutamate synthase domain 3) 0.2455 0.006295 Chl_a_Month[gos_index_ocean] - 0.01421 * COG0070(Glutamate synthase domain 3) 0.2455 0.006295 local_sal[gos_index_ocean] + 0.09009 . COG0070(Glutamate synthase domain 3) 0.2455 0.006295 local_temp[gos_index_ocean] - 0.00241 ** COG0072(Phenylalanyl-tRNA synthetase beta subunit) 0.09101 0.07473 local_sal[gos_index_ocean] - 0.0686 . COG0072(Phenylalanyl-tRNA synthetase beta subunit) 0.09101 0.07473 local_temp[gos_index_ocean] + 0.0339 * COG0073(EMAP domain) 0.2534 0.002631 Chl_a_Month[gos_index_ocean] + 0.12875 COG0073(EMAP domain) 0.2534 0.002631 local_temp[gos_index_ocean] + 0.00103 ** COG0085(DNA-directed RNA polymerase, beta subunit/140 kD subunit) 0.2865 0.001219 local_sal[gos_index_ocean] - 0.074353 . COG0085(DNA-directed RNA polymerase, beta subunit/140 kD subunit) 0.2865 0.001219 local_temp[gos_index_ocean] - 0.042076 * COG0086(DNA-directed RNA polymerase, beta subunit/160 kD subunit) 0.2315 0.00838 Chl_a_Month[gos_index_ocean] + 0.0970 . COG0086(DNA-directed RNA polymerase, beta subunit/160 kD subunit) 0.2315 0.00838 local_sal[gos_index_ocean] - 0.1118 COG0086(DNA-directed RNA polymerase, beta subunit/160 kD subunit) 0.2315 0.00838 water_column_depth[gos_index_ocean] + 0.0273 * COG0111(Phosphoglycerate dehydrogenase and related dehydrogenases) 0.2122 0.006562 Chl_a_Month[gos_index_ocean] + 0.0337 * COG0111(Phosphoglycerate dehydrogenase and related dehydrogenases) 0.2122 0.006562 sample_depth[gos_index_ocean] + 0.0389 * COG0115(Branched-chain amino acid aminotransferase/4-amino-4-deoxychorismate lyase) 0.2424 0.003378 Chl_a_Month[gos_index_ocean] - 0.00289 ** COG0115(Branched-chain amino acid aminotransferase/4-amino-4-deoxychorismate lyase) 0.2424 0.003378 sample_depth[gos_index_ocean] + 0.02416 * COG0119(Isopropylmalate/homocitrate/citramalate synthases) 0.03376 0.1419 water_column_depth[gos_index_ocean] - 0.142 COG0129(Dihydroxyacid dehydratase/phosphogluconate dehydratase) 0.2193 0.005626 Chl_a_Month[gos_index_ocean] - 0.15150 COG0129(Dihydroxyacid dehydratase/phosphogluconate dehydratase) 0.2193 0.005626 local_temp[gos_index_ocean] - 0.00214 ** COG0142(Geranylgeranyl pyrophosphate synthase) 0.03628 0.1339 water_column_depth[gos_index_ocean] + 0.134 COG0143(Methionyl-tRNA synthetase) 0.2444 0.003230 local_sal[gos_index_ocean] - 0.021215 * COG0143(Methionyl-tRNA synthetase) 0.2444 0.003230 local_temp[gos_index_ocean] + 0.000882 *** COG0147(Anthranilate/para-aminobenzoate synthases component I) 0.08545 0.08289 Chl_a_Month[gos_index_ocean] - 0.0594 . COG0147(Anthranilate/para-aminobenzoate synthases component I) 0.08545 0.08289 local_sal[gos_index_ocean] - 0.0426 * COG0154(Asp-tRNAAsn/Glu-tRNAGln amidotransferase A subunit and related amidases) 0.131 0.07453 Chl_a_Month[gos_index_ocean] - 0.0227 * COG0154(Asp-tRNAAsn/Glu-tRNAGln amidotransferase A subunit and related amidases) 0.131 0.07453 local_sal[gos_index_ocean] - 0.1457 COG0154(Asp-tRNAAsn/Glu-tRNAGln amidotransferase A subunit and related amidases) 0.131 0.07453 local_temp[gos_index_ocean] - 0.1695 COG0154(Asp-tRNAAsn/Glu-tRNAGln amidotransferase A subunit and related amidases) 0.131 0.07453 water_column_depth[gos_index_ocean] + 0.0735 . COG0174(Glutamine synthetase) 0.3036 0.001794 Chl_a_Month[gos_index_ocean] - 0.00195 ** COG0174(Glutamine synthetase) 0.3036 0.001794 local_temp[gos_index_ocean] - 0.00300 ** COG0174(Glutamine synthetase) 0.3036 0.001794 sample_depth[gos_index_ocean] + 0.00232 ** COG0178(Excinuclease ATPase subunit) 0.4191 0.0001007 local_sal[gos_index_ocean] - 0.003173 ** COG0178(Excinuclease ATPase subunit) 0.4191 0.0001007 sample_depth[gos_index_ocean] + 0.094004 . COG0178(Excinuclease ATPase subunit) 0.4191 0.0001007 water_column_depth[gos_index_ocean] + 0.000150 *** COG0183(Acetyl-CoA acetyltransferase) 0.3304 0.0004143 Chl_a_Month[gos_index_ocean] - 0.007295 ** COG0183(Acetyl-CoA acetyltransferase) 0.3304 0.0004143 local_temp[gos_index_ocean] - 8.98e-05 *** COG0187(Type IIA topoisomerase (DNA gyrase/topo II, topoisomerase IV), B subunit) 0.1748 0.005828 local_temp[gos_index_ocean] - 0.00583 ** COG0188(Type IIA topoisomerase (DNA gyrase/topo II, topoisomerase IV), A subunit) 0.03675 0.1324 local_temp[gos_index_ocean] - 0.132 COG0204(1-acyl-sn-glycerol-3-phosphate acyltransferase) 0.09801 0.06553 local_temp[gos_index_ocean] + 0.0816 . COG0204(1-acyl-sn-glycerol-3-phosphate acyltransferase) 0.09801 0.06553 sample_depth[gos_index_ocean] - 0.0996 . COG0209(Ribonucleotide reductase, alpha subunit) 0.03471 0.1388 local_sal[gos_index_ocean] - 0.139 COG0210(Superfamily I DNA and RNA helicases) 0.2598 0.004666 Chl_a_Month[gos_index_ocean] + 0.0270 * COG0210(Superfamily I DNA and RNA helicases) 0.2598 0.004666 local_sal[gos_index_ocean] - 0.0441 * COG0210(Superfamily I DNA and RNA helicases) 0.2598 0.004666 local_temp[gos_index_ocean] + 0.1197 COG0247(Fe-S oxidoreductase) 0.2488 0.009863 Chl_a_Month[gos_index_ocean] + 0.0275 * COG0247(Fe-S oxidoreductase) 0.2488 0.009863 local_temp[gos_index_ocean] + 0.1371 COG0247(Fe-S oxidoreductase) 0.2488 0.009863 sample_depth[gos_index_ocean] - 0.0125 * COG0247(Fe-S oxidoreductase) 0.2488 0.009863 water_column_depth[gos_index_ocean] - 0.0403 * COG0258(5-3 exonuclease (including N-terminal domain of PolI)) 0.08365 0.08571 Chl_a_Month[gos_index_ocean] + 0.1045 COG0258(5-3 exonuclease (including N-terminal domain of PolI)) 0.08365 0.08571 sample_depth[gos_index_ocean] - 0.0706 . COG0265(Trypsin-like serine proteases, typically periplasmic, contain C-terminal PDZ domain) NA NA NA NA COG0272(NAD-dependent DNA ligase (contains BRCT domain type II)) NA NA NA NA COG0277(FAD/FMN-containing dehydrogenases) 0.3004 0.0008719 sample_depth[gos_index_ocean] - 0.06309 . COG0277(FAD/FMN-containing dehydrogenases) 0.3004 0.0008719 water_column_depth[gos_index_ocean] - 0.00127 ** COG0304(3-oxoacyl-(acyl-carrier-protein) synthase) 0.2943 0.004005 Chl_a_Month[gos_index_ocean] - 0.0272 * COG0304(3-oxoacyl-(acyl-carrier-protein) synthase) 0.2943 0.004005 local_sal[gos_index_ocean] + 0.0336 * COG0304(3-oxoacyl-(acyl-carrier-protein) synthase) 0.2943 0.004005 local_temp[gos_index_ocean] - 0.1504 COG0304(3-oxoacyl-(acyl-carrier-protein) synthase) 0.2943 0.004005 sample_depth[gos_index_ocean] + 0.0465 * COG0305(Replicative DNA helicase) 0.2347 0.00401 local_sal[gos_index_ocean] - 0.00368 ** COG0305(Replicative DNA helicase) 0.2347 0.00401 local_temp[gos_index_ocean] + 0.00310 ** COG0317(Guanosine polyphosphate pyrophosphohydrolases/synthetases) 0.09325 0.1026 Chl_a_Month[gos_index_ocean] + 0.0369 * COG0317(Guanosine polyphosphate pyrophosphohydrolases/synthetases) 0.09325 0.1026 local_temp[gos_index_ocean] + 0.0723 . COG0317(Guanosine polyphosphate pyrophosphohydrolases/synthetases) 0.09325 0.1026 sample_depth[gos_index_ocean] - 0.0684 . COG0318(Acyl-CoA synthetases (AMP-forming)/AMP-acid ligases II) 0.3909 0.0002148 Chl_a_Month[gos_index_ocean] - 0.0263 * COG0318(Acyl-CoA synthetases (AMP-forming)/AMP-acid ligases II) 0.3909 0.0002148 local_sal[gos_index_ocean] + 0.0082 ** COG0318(Acyl-CoA synthetases (AMP-forming)/AMP-acid ligases II) 0.3909 0.0002148 local_temp[gos_index_ocean] - 3.37e-05 *** COG0322(Nuclease subunit of the excinuclease complex) 0.387 0.000238 Chl_a_Month[gos_index_ocean] + 0.116804 COG0322(Nuclease subunit of the excinuclease complex) 0.387 0.000238 local_sal[gos_index_ocean] - 0.000981 *** COG0322(Nuclease subunit of the excinuclease complex) 0.387 0.000238 local_temp[gos_index_ocean] + 0.000139 *** COG0330(Membrane protease subunits, stomatin/prohibitin homologs) 0.2957 0.003885 local_sal[gos_index_ocean] + 0.00881 ** COG0330(Membrane protease subunits, stomatin/prohibitin homologs) 0.2957 0.003885 local_temp[gos_index_ocean] - 0.12051 COG0330(Membrane protease subunits, stomatin/prohibitin homologs) 0.2957 0.003885 sample_depth[gos_index_ocean] + 0.00609 ** COG0330(Membrane protease subunits, stomatin/prohibitin homologs) 0.2957 0.003885 water_column_depth[gos_index_ocean] + 0.12187 COG0365(Acyl-coenzyme A synthetases/AMP-(fatty) acid ligases) 0.02143 0.2619 Chl_a_Month[gos_index_ocean] - 0.130 COG0365(Acyl-coenzyme A synthetases/AMP-(fatty) acid ligases) 0.02143 0.2619 local_temp[gos_index_ocean] - 0.142 COG0395(ABC-type sugar transport system, permease component) 0.1632 0.01831 sample_depth[gos_index_ocean] + 0.0440 * COG0395(ABC-type sugar transport system, permease component) 0.1632 0.01831 water_column_depth[gos_index_ocean] + 0.0594 . COG0399(Predicted pyridoxal phosphate-dependent enzyme apparently involved in regulation of cell wall biogenesis) 0.2658 0.001979 local_sal[gos_index_ocean] - 0.000588 *** COG0399(Predicted pyridoxal phosphate-dependent enzyme apparently involved in regulation of cell wall biogenesis) 0.2658 0.001979 local_temp[gos_index_ocean] + 0.011146 * COG0404(Glycine cleavage system T protein (aminomethyltransferase)) 0.3855 0.0005185 Chl_a_Month[gos_index_ocean] - 0.001498 ** COG0404(Glycine cleavage system T protein (aminomethyltransferase)) 0.3855 0.0005185 local_sal[gos_index_ocean] + 0.038308 * COG0404(Glycine cleavage system T protein (aminomethyltransferase)) 0.3855 0.0005185 local_temp[gos_index_ocean] - 0.000283 *** COG0404(Glycine cleavage system T protein (aminomethyltransferase)) 0.3855 0.0005185 sample_depth[gos_index_ocean] + 0.009962 ** COG0410(ABC-type branched-chain amino acid transport systems, ATPase component) 0.2535 0.005333 Chl_a_Month[gos_index_ocean] + 0.01568 * COG0410(ABC-type branched-chain amino acid transport systems, ATPase component) 0.2535 0.005333 local_sal[gos_index_ocean] - 0.08450 . COG0410(ABC-type branched-chain amino acid transport systems, ATPase component) 0.2535 0.005333 local_temp[gos_index_ocean] + 0.00149 ** COG0411(ABC-type branched-chain amino acid transport systems, ATPase component) 0.223 0.005189 Chl_a_Month[gos_index_ocean] + 0.00131 ** COG0411(ABC-type branched-chain amino acid transport systems, ATPase component) 0.223 0.005189 local_temp[gos_index_ocean] + 0.03781 * COG0415(Deoxyribodipyrimidine photolyase) 0.2642 0.002056 local_temp[gos_index_ocean] + 0.01048 * COG0415(Deoxyribodipyrimidine photolyase) 0.2642 0.002056 water_column_depth[gos_index_ocean] + 0.13884 COG0436(Aspartate/tyrosine/aromatic aminotransferase) 0.07692 0.09706 Chl_a_Month[gos_index_ocean] + 0.0546 . COG0436(Aspartate/tyrosine/aromatic aminotransferase) 0.07692 0.09706 local_temp[gos_index_ocean] + 0.0440 * COG0438(Glycosyltransferase) 0.2899 0.002436 Chl_a_Month[gos_index_ocean] + 0.037932 * COG0438(Glycosyltransferase) 0.2899 0.002436 local_sal[gos_index_ocean] - 0.112898 COG0438(Glycosyltransferase) 0.2899 0.002436 local_temp[gos_index_ocean] + 0.000213 *** COG0439(Biotin carboxylase) 0.4248 0.0001924 Chl_a_Month[gos_index_ocean] - 0.068582 . COG0439(Biotin carboxylase) 0.4248 0.0001924 local_sal[gos_index_ocean] + 0.000764 *** COG0439(Biotin carboxylase) 0.4248 0.0001924 local_temp[gos_index_ocean] - 0.018631 * COG0439(Biotin carboxylase) 0.4248 0.0001924 water_column_depth[gos_index_ocean] + 0.037143 * COG0441(Threonyl-tRNA synthetase) 0.2543 0.005241 Chl_a_Month[gos_index_ocean] + 0.123576 COG0441(Threonyl-tRNA synthetase) 0.2543 0.005241 local_sal[gos_index_ocean] - 0.066391 . COG0441(Threonyl-tRNA synthetase) 0.2543 0.005241 local_temp[gos_index_ocean] + 0.000608 *** COG0443(Molecular chaperone) 0.1215 0.01967 water_column_depth[gos_index_ocean] + 0.0197 * COG0446(Uncharacterized NAD(FAD)-dependent dehydrogenases) 0.5988 7.736e-07 Chl_a_Month[gos_index_ocean] - 0.0383 * COG0446(Uncharacterized NAD(FAD)-dependent dehydrogenases) 0.5988 7.736e-07 local_sal[gos_index_ocean] + 1.50e-05 *** COG0446(Uncharacterized NAD(FAD)-dependent dehydrogenases) 0.5988 7.736e-07 local_temp[gos_index_ocean] - 1.77e-05 *** COG0446(Uncharacterized NAD(FAD)-dependent dehydrogenases) 0.5988 7.736e-07 water_column_depth[gos_index_ocean] - 0.0125 * COG0449(Glucosamine 6-phosphate synthetase, contains amidotransferase and phosphosugar isomerase domains) NA NA NA NA COG0451(Nucleoside-diphosphate-sugar epimerases) 0.5827 4.87e-07 local_sal[gos_index_ocean] - 7.45e-05 *** COG0451(Nucleoside-diphosphate-sugar epimerases) 0.5827 4.87e-07 local_temp[gos_index_ocean] + 1.41e-05 *** COG0451(Nucleoside-diphosphate-sugar epimerases) 0.5827 4.87e-07 water_column_depth[gos_index_ocean] + 0.00353 ** COG0457(FOG: TPR repeat) 0.09825 0.09466 Chl_a_Month[gos_index_ocean] - 0.0452 * COG0457(FOG: TPR repeat) 0.09825 0.09466 local_temp[gos_index_ocean] - 0.1042 COG0457(FOG: TPR repeat) 0.09825 0.09466 water_column_depth[gos_index_ocean] + 0.1051 COG0458(Carbamoylphosphate synthase large subunit (split gene in MJ)) 0.1389 0.01328 water_column_depth[gos_index_ocean] + 0.0133 * COG0459(Chaperonin GroEL (HSP60 family)) 0.2418 0.001176 local_sal[gos_index_ocean] - 0.00118 ** COG0463(Glycosyltransferases involved in cell wall biogenesis) 0.5155 1.416e-05 Chl_a_Month[gos_index_ocean] + 0.000291 *** COG0463(Glycosyltransferases involved in cell wall biogenesis) 0.5155 1.416e-05 local_sal[gos_index_ocean] - 0.006937 ** COG0463(Glycosyltransferases involved in cell wall biogenesis) 0.5155 1.416e-05 local_temp[gos_index_ocean] + 9.7e-07 *** COG0463(Glycosyltransferases involved in cell wall biogenesis) 0.5155 1.416e-05 sample_depth[gos_index_ocean] - 0.049428 * COG0465(ATP-dependent Zn proteases) 0.08695 0.0426 water_column_depth[gos_index_ocean] + 0.0426 * COG0466(ATP-dependent Lon protease, bacterial type) 0.3895 0.0004705 Chl_a_Month[gos_index_ocean] - 0.006739 ** COG0466(ATP-dependent Lon protease, bacterial type) 0.3895 0.0004705 local_temp[gos_index_ocean] - 0.000874 *** COG0466(ATP-dependent Lon protease, bacterial type) 0.3895 0.0004705 sample_depth[gos_index_ocean] + 0.026067 * COG0466(ATP-dependent Lon protease, bacterial type) 0.3895 0.0004705 water_column_depth[gos_index_ocean] + 0.000676 *** COG0477(Permeases of the major facilitator superfamily) 0.4026 5.944e-05 Chl_a_Month[gos_index_ocean] + 0.07242 . COG0477(Permeases of the major facilitator superfamily) 0.4026 5.944e-05 local_sal[gos_index_ocean] - 0.00487 ** COG0480(Translation elongation factors (GTPases)) 0.3363 0.0008405 Chl_a_Month[gos_index_ocean] + 0.000862 *** COG0480(Translation elongation factors (GTPases)) 0.3363 0.0008405 local_temp[gos_index_ocean] + 0.006235 ** COG0480(Translation elongation factors (GTPases)) 0.3363 0.0008405 water_column_depth[gos_index_ocean] + 0.043588 * COG0481(Membrane GTPase LepA) 0.06127 0.1292 Chl_a_Month[gos_index_ocean] + 0.1385 COG0481(Membrane GTPase LepA) 0.06127 0.1292 local_temp[gos_index_ocean] + 0.0452 * COG0484(DnaJ-class molecular chaperone with C-terminal Zn finger domain) 0.3336 0.0003815 local_sal[gos_index_ocean] - 0.000112 *** COG0484(DnaJ-class molecular chaperone with C-terminal Zn finger domain) 0.3336 0.0003815 local_temp[gos_index_ocean] + 0.154133 COG0491(Zn-dependent hydrolases, including glyoxylases) 0.4258 8.365e-05 Chl_a_Month[gos_index_ocean] - 9.83e-05 *** COG0491(Zn-dependent hydrolases, including glyoxylases) 0.4258 8.365e-05 local_sal[gos_index_ocean] + 0.121356 COG0491(Zn-dependent hydrolases, including glyoxylases) 0.4258 8.365e-05 local_temp[gos_index_ocean] - 0.000122 *** COG0492(Thioredoxin reductase) 0.2368 0.007515 Chl_a_Month[gos_index_ocean] - 0.1211 COG0492(Thioredoxin reductase) 0.2368 0.007515 sample_depth[gos_index_ocean] + 0.0262 * COG0492(Thioredoxin reductase) 0.2368 0.007515 water_column_depth[gos_index_ocean] + 0.0486 * COG0493(NADPH-dependent glutamate synthase beta chain and related oxidoreductases) 0.402 6.06e-05 Chl_a_Month[gos_index_ocean] + 0.00344 ** COG0493(NADPH-dependent glutamate synthase beta chain and related oxidoreductases) 0.402 6.06e-05 local_sal[gos_index_ocean] - 0.09997 . COG0494(NTP pyrophosphohydrolases including oxidative damage repair enzymes) 0.04243 0.1811 Chl_a_Month[gos_index_ocean] + 0.1364 COG0494(NTP pyrophosphohydrolases including oxidative damage repair enzymes) 0.04243 0.1811 local_temp[gos_index_ocean] + 0.0717 . COG0495(Leucyl-tRNA synthetase) 0.1865 0.01132 local_sal[gos_index_ocean] - 0.0305 * COG0495(Leucyl-tRNA synthetase) 0.1865 0.01132 local_temp[gos_index_ocean] + 0.0037 ** COG0500(SAM-dependent methyltransferases) 0.09002 0.07613 sample_depth[gos_index_ocean] - 0.1554 COG0500(SAM-dependent methyltransferases) 0.09002 0.07613 water_column_depth[gos_index_ocean] - 0.0957 . COG0505(Carbamoylphosphate synthase small subunit) 0.06543 0.06898 local_temp[gos_index_ocean] + 0.069 . COG0508(Pyruvate/2-oxoglutarate dehydrogenase complex, dihydrolipoamide acyltransferase (E2) component, and related enzymes) NA NA NA NA COG0513(Superfamily II DNA and RNA helicases) 0.5431 2.114e-06 local_sal[gos_index_ocean] + 0.021027 * COG0513(Superfamily II DNA and RNA helicases) 0.5431 2.114e-06 local_temp[gos_index_ocean] - 0.000134 *** COG0513(Superfamily II DNA and RNA helicases) 0.5431 2.114e-06 water_column_depth[gos_index_ocean] - 0.001473 ** COG0515(Serine/threonine protein kinase) 0.05156 0.09433 Chl_a_Month[gos_index_ocean] + 0.0943 . COG0516(IMP dehydrogenase/GMP reductase) 0.3027 0.003363 Chl_a_Month[gos_index_ocean] + 0.00982 ** COG0516(IMP dehydrogenase/GMP reductase) 0.3027 0.003363 local_sal[gos_index_ocean] - 0.03688 * COG0516(IMP dehydrogenase/GMP reductase) 0.3027 0.003363 local_temp[gos_index_ocean] + 0.05220 . COG0516(IMP dehydrogenase/GMP reductase) 0.3027 0.003363 sample_depth[gos_index_ocean] - 0.08794 . COG0517(FOG: CBS domain) 0.3977 0.0003843 Chl_a_Month[gos_index_ocean] + 4.27e-05 *** COG0517(FOG: CBS domain) 0.3977 0.0003843 local_temp[gos_index_ocean] + 0.0219 * COG0517(FOG: CBS domain) 0.3977 0.0003843 sample_depth[gos_index_ocean] - 0.1278 COG0517(FOG: CBS domain) 0.3977 0.0003843 water_column_depth[gos_index_ocean] - 0.1259 COG0518(GMP synthase - Glutamine amidotransferase domain) 0.08933 0.07712 Chl_a_Month[gos_index_ocean] - 0.0584 . COG0518(GMP synthase - Glutamine amidotransferase domain) 0.08933 0.07712 sample_depth[gos_index_ocean] + 0.1092 COG0524(Sugar kinases, ribokinase family) 0.1421 0.02797 local_sal[gos_index_ocean] - 0.06972 . COG0524(Sugar kinases, ribokinase family) 0.1421 0.02797 local_temp[gos_index_ocean] + 0.00882 ** COG0525(Valyl-tRNA synthetase) 0.1869 0.01124 Chl_a_Month[gos_index_ocean] + 0.01467 * COG0525(Valyl-tRNA synthetase) 0.1869 0.01124 local_temp[gos_index_ocean] + 0.00345 ** COG0526(Thiol-disulfide isomerase and thioredoxins) NA NA NA NA COG0532(Translation initiation factor 2 (IF-2; GTPase)) 0.3374 0.001590 local_sal[gos_index_ocean] - 0.14343 COG0532(Translation initiation factor 2 (IF-2; GTPase)) 0.3374 0.001590 local_temp[gos_index_ocean] + 0.03094 * COG0532(Translation initiation factor 2 (IF-2; GTPase)) 0.3374 0.001590 sample_depth[gos_index_ocean] + 0.00539 ** COG0532(Translation initiation factor 2 (IF-2; GTPase)) 0.3374 0.001590 water_column_depth[gos_index_ocean] + 0.11592 COG0539(Ribosomal protein S1) 0.1372 0.03082 local_sal[gos_index_ocean] - 0.1026 COG0539(Ribosomal protein S1) 0.1372 0.03082 local_temp[gos_index_ocean] + 0.0091 ** COG0542(ATPases with chaperone activity, ATP-binding subunit) 0.2142 0.01183 Chl_a_Month[gos_index_ocean] + 0.03694 * COG0542(ATPases with chaperone activity, ATP-binding subunit) 0.2142 0.01183 local_sal[gos_index_ocean] - 0.10302 COG0542(ATPases with chaperone activity, ATP-binding subunit) 0.2142 0.01183 local_temp[gos_index_ocean] + 0.00235 ** COG0550(Topoisomerase IA) 0.1064 0.05592 local_sal[gos_index_ocean] - 0.0357 * COG0550(Topoisomerase IA) 0.1064 0.05592 water_column_depth[gos_index_ocean] + 0.1064 COG0556(Helicase subunit of the DNA excision repair complex) 0.3408 0.0007537 Chl_a_Month[gos_index_ocean] + 0.043085 * COG0556(Helicase subunit of the DNA excision repair complex) 0.3408 0.0007537 local_temp[gos_index_ocean] + 0.000562 *** COG0556(Helicase subunit of the DNA excision repair complex) 0.3408 0.0007537 sample_depth[gos_index_ocean] + 0.086317 . COG0559(Branched-chain amino acid ABC-type transport system, permease components) 0.04969 0.09843 sample_depth[gos_index_ocean] + 0.0984 . COG0564(Pseudouridylate synthases, 23S RNA-specific) NA NA NA NA COG0567(2-oxoglutarate dehydrogenase complex, dehydrogenase (E1) component, and related enzymes) 0.124 0.01856 sample_depth[gos_index_ocean] + 0.0186 * COG0568(DNA-directed RNA polymerase, sigma subunit (sigma70/sigma32)) 0.1653 0.007251 Chl_a_Month[gos_index_ocean] - 0.00725 ** COG0574(Phosphoenolpyruvate synthase/pyruvate phosphate dikinase) 0.1008 0.03124 water_column_depth[gos_index_ocean] + 0.0312 * COG0577(ABC-type antimicrobial peptide transport system, permease component) 0.4068 0.0003062 Chl_a_Month[gos_index_ocean] + 0.186954 COG0577(ABC-type antimicrobial peptide transport system, permease component) 0.4068 0.0003062 local_sal[gos_index_ocean] + 0.017560 * COG0577(ABC-type antimicrobial peptide transport system, permease component) 0.4068 0.0003062 local_temp[gos_index_ocean] + 0.003313 ** COG0577(ABC-type antimicrobial peptide transport system, permease component) 0.4068 0.0003062 water_column_depth[gos_index_ocean] - 0.008460 ** COG0583(Transcriptional regulator) 0.475 4.818e-05 local_sal[gos_index_ocean] + 0.00128 ** COG0583(Transcriptional regulator) 0.475 4.818e-05 local_temp[gos_index_ocean] - 0.00189 ** COG0583(Transcriptional regulator) 0.475 4.818e-05 sample_depth[gos_index_ocean] - 0.09108 . COG0583(Transcriptional regulator) 0.475 4.818e-05 water_column_depth[gos_index_ocean] - 0.00630 ** COG0587(DNA polymerase III, alpha subunit) 0.3717 0.001304 Chl_a_Month[gos_index_ocean] + 0.04384 * COG0587(DNA polymerase III, alpha subunit) 0.3717 0.001304 local_sal[gos_index_ocean] - 0.00136 ** COG0587(DNA polymerase III, alpha subunit) 0.3717 0.001304 local_temp[gos_index_ocean] + 0.00391 ** COG0587(DNA polymerase III, alpha subunit) 0.3717 0.001304 sample_depth[gos_index_ocean] - 0.12114 COG0587(DNA polymerase III, alpha subunit) 0.3717 0.001304 water_column_depth[gos_index_ocean] - 0.15608 COG0593(ATPase involved in DNA replication initiation) 0.1002 0.06286 local_sal[gos_index_ocean] - 0.1480 COG0593(ATPase involved in DNA replication initiation) 0.1002 0.06286 water_column_depth[gos_index_ocean] + 0.0331 * COG0596(Predicted hydrolases or acyltransferases (alpha/beta hydrolase superfamily)) 0.4932 6.129e-05 Chl_a_Month[gos_index_ocean] - 0.00168 ** COG0596(Predicted hydrolases or acyltransferases (alpha/beta hydrolase superfamily)) 0.4932 6.129e-05 local_sal[gos_index_ocean] + 0.00831 ** COG0596(Predicted hydrolases or acyltransferases (alpha/beta hydrolase superfamily)) 0.4932 6.129e-05 local_temp[gos_index_ocean] - 1.05e-06 *** COG0596(Predicted hydrolases or acyltransferases (alpha/beta hydrolase superfamily)) 0.4932 6.129e-05 sample_depth[gos_index_ocean] + 0.13056 COG0596(Predicted hydrolases or acyltransferases (alpha/beta hydrolase superfamily)) 0.4932 6.129e-05 water_column_depth[gos_index_ocean] + 0.17002 COG0604(NADPH:quinone reductase and related Zn-dependent oxidoreductases) 0.1747 0.02509 Chl_a_Month[gos_index_ocean] - 0.1302 COG0604(NADPH:quinone reductase and related Zn-dependent oxidoreductases) 0.1747 0.02509 local_sal[gos_index_ocean] + 0.0317 * COG0604(NADPH:quinone reductase and related Zn-dependent oxidoreductases) 0.1747 0.02509 local_temp[gos_index_ocean] - 0.0767 . COG0621(2-methylthioadenine synthetase) 0.3062 0.001693 local_sal[gos_index_ocean] - 0.00396 ** COG0621(2-methylthioadenine synthetase) 0.3062 0.001693 local_temp[gos_index_ocean] + 0.00502 ** COG0621(2-methylthioadenine synthetase) 0.3062 0.001693 water_column_depth[gos_index_ocean] + 0.09278 . COG0624(Acetylornithine deacetylase/Succinyl-diaminopimelate desuccinylase and related deacylases) 0.08479 0.04471 local_temp[gos_index_ocean] - 0.0447 * COG0625(Glutathione S-transferase) 0.4236 8.91e-05 Chl_a_Month[gos_index_ocean] - 0.00201 ** COG0625(Glutathione S-transferase) 0.4236 8.91e-05 local_sal[gos_index_ocean] + 0.01071 * COG0625(Glutathione S-transferase) 0.4236 8.91e-05 local_temp[gos_index_ocean] - 3.49e-05 *** COG0626(Cystathionine beta-lyases/cystathionine gamma-synthases) 0.07273 0.05855 local_sal[gos_index_ocean] + 0.0586 . COG0642(Signal transduction histidine kinase) 0.07017 0.1479 Chl_a_Month[gos_index_ocean] + 0.0368 * COG0642(Signal transduction histidine kinase) 0.07017 0.1479 local_temp[gos_index_ocean] + 0.1038 COG0642(Signal transduction histidine kinase) 0.07017 0.1479 sample_depth[gos_index_ocean] - 0.1341 COG0653(Preprotein translocase subunit SecA (ATPase, RNA helicase)) 0.2143 0.006268 local_temp[gos_index_ocean] + 0.0348 * COG0653(Preprotein translocase subunit SecA (ATPase, RNA helicase)) 0.2143 0.006268 sample_depth[gos_index_ocean] + 0.0145 * COG0654(2-polyprenyl-6-methoxyphenol hydroxylase and related FAD-dependent oxidoreductases) 0.05032 0.09704 Chl_a_Month[gos_index_ocean] - 0.097 . COG0664(cAMP-binding proteins - catabolite gene activator and regulatory subunit of cAMP-dependent protein kinases) 0.3455 0.001326 Chl_a_Month[gos_index_ocean] + 0.000871 *** COG0664(cAMP-binding proteins - catabolite gene activator and regulatory subunit of cAMP-dependent protein kinases) 0.3455 0.001326 local_temp[gos_index_ocean] + 0.002052 ** COG0664(cAMP-binding proteins - catabolite gene activator and regulatory subunit of cAMP-dependent protein kinases) 0.3455 0.001326 sample_depth[gos_index_ocean] - 0.012795 * COG0664(cAMP-binding proteins - catabolite gene activator and regulatory subunit of cAMP-dependent protein kinases) 0.3455 0.001326 water_column_depth[gos_index_ocean] - 0.020222 * COG0665(Glycine/D-amino acid oxidases (deaminating)) 0.4889 3.208e-05 Chl_a_Month[gos_index_ocean] - 0.000167 *** COG0665(Glycine/D-amino acid oxidases (deaminating)) 0.4889 3.208e-05 local_sal[gos_index_ocean] + 0.024097 * COG0665(Glycine/D-amino acid oxidases (deaminating)) 0.4889 3.208e-05 local_temp[gos_index_ocean] - 3.67e-06 *** COG0665(Glycine/D-amino acid oxidases (deaminating)) 0.4889 3.208e-05 sample_depth[gos_index_ocean] + 0.016020 * COG0667(Predicted oxidoreductases (related to aryl-alcohol dehydrogenases)) 0.3171 0.0005779 local_temp[gos_index_ocean] - 0.000386 *** COG0667(Predicted oxidoreductases (related to aryl-alcohol dehydrogenases)) 0.3171 0.0005779 sample_depth[gos_index_ocean] + 0.065021 . COG0673(Predicted dehydrogenases and related proteins) 0.1685 0.02812 local_sal[gos_index_ocean] - 0.0567 . COG0673(Predicted dehydrogenases and related proteins) 0.1685 0.02812 local_temp[gos_index_ocean] + 0.0683 . COG0673(Predicted dehydrogenases and related proteins) 0.1685 0.02812 water_column_depth[gos_index_ocean] + 0.0886 . COG0683(ABC-type branched-chain amino acid transport systems, periplasmic component) NA NA NA NA COG0697(Permeases of the drug/metabolite transporter (DMT) superfamily) 0.2214 0.01024 Chl_a_Month[gos_index_ocean] - 0.00404 ** COG0697(Permeases of the drug/metabolite transporter (DMT) superfamily) 0.2214 0.01024 local_temp[gos_index_ocean] - 0.01101 * COG0697(Permeases of the drug/metabolite transporter (DMT) superfamily) 0.2214 0.01024 sample_depth[gos_index_ocean] + 0.01486 * COG0714(MoxR-like ATPases) 0.1309 0.01591 Chl_a_Month[gos_index_ocean] - 0.0159 * COG0719(ABC-type transport system involved in Fe-S cluster assembly, permease component) 0.1922 0.01806 Chl_a_Month[gos_index_ocean] + 0.04675 * COG0719(ABC-type transport system involved in Fe-S cluster assembly, permease component) 0.1922 0.01806 local_temp[gos_index_ocean] + 0.01821 * COG0719(ABC-type transport system involved in Fe-S cluster assembly, permease component) 0.1922 0.01806 water_column_depth[gos_index_ocean] + 0.16177 COG0730(Predicted permeases) 0.1503 0.01025 local_temp[gos_index_ocean] - 0.0102 * COG0739(Membrane proteins related to metalloendopeptidases) 0.03957 0.1241 local_sal[gos_index_ocean] + 0.124 COG0745(Response regulators consisting of a CheY-like receiver domain and a winged-helix DNA-binding domain) 0.2356 0.007701 Chl_a_Month[gos_index_ocean] + 0.000917 *** COG0745(Response regulators consisting of a CheY-like receiver domain and a winged-helix DNA-binding domain) 0.2356 0.007701 local_temp[gos_index_ocean] + 0.035336 * COG0745(Response regulators consisting of a CheY-like receiver domain and a winged-helix DNA-binding domain) 0.2356 0.007701 sample_depth[gos_index_ocean] - 0.085708 . COG0749(DNA polymerase I - 3-5 exonuclease and polymerase domains) NA NA NA NA COG0768(Cell division protein FtsI/penicillin-binding protein 2) NA NA NA NA COG0772(Bacterial cell division membrane protein) 0.1017 0.03065 local_temp[gos_index_ocean] + 0.0306 * COG0784(FOG: CheY-like receiver) 0.03596 0.2467 Chl_a_Month[gos_index_ocean] + 0.1617 COG0784(FOG: CheY-like receiver) 0.03596 0.2467 local_temp[gos_index_ocean] + 0.0937 . COG0784(FOG: CheY-like receiver) 0.03596 0.2467 water_column_depth[gos_index_ocean] - 0.1542 COG0834(ABC-type amino acid transport/signal transduction systems, periplasmic component/domain) 0.1038 0.05868 local_sal[gos_index_ocean] + 0.0667 . COG0834(ABC-type amino acid transport/signal transduction systems, periplasmic component/domain) 0.1038 0.05868 local_temp[gos_index_ocean] - 0.0241 * COG0841(Cation/multidrug efflux pump) 0.3931 7.784e-05 local_sal[gos_index_ocean] + 1.57e-05 *** COG0841(Cation/multidrug efflux pump) 0.3931 7.784e-05 local_temp[gos_index_ocean] - 0.0105 * COG0842(ABC-type multidrug transport system, permease component) 0.2218 0.005331 Chl_a_Month[gos_index_ocean] + 0.00357 ** COG0842(ABC-type multidrug transport system, permease component) 0.2218 0.005331 local_temp[gos_index_ocean] + 0.00251 ** COG0843(Heme/copper-type cytochrome/quinol oxidases, subunit 1) 0.1026 0.0601 sample_depth[gos_index_ocean] + 0.1253 COG0843(Heme/copper-type cytochrome/quinol oxidases, subunit 1) 0.1026 0.0601 water_column_depth[gos_index_ocean] + 0.0885 . COG0845(Membrane-fusion protein) 0.2299 0.004463 local_sal[gos_index_ocean] + 0.00132 ** COG0845(Membrane-fusion protein) 0.2299 0.004463 water_column_depth[gos_index_ocean] - 0.16505 COG1009(NADH:ubiquinone oxidoreductase subunit 5 (chain L)/Multisubunit Na+/H+ antiporter, MnhA subunit) 0.1093 0.05294 local_sal[gos_index_ocean] - 0.0919 . COG1009(NADH:ubiquinone oxidoreductase subunit 5 (chain L)/Multisubunit Na+/H+ antiporter, MnhA subunit) 0.1093 0.05294 local_temp[gos_index_ocean] + 0.0182 * COG1012(NAD-dependent aldehyde dehydrogenases) 0.3323 0.001781 Chl_a_Month[gos_index_ocean] - 0.08322 . COG1012(NAD-dependent aldehyde dehydrogenases) 0.3323 0.001781 local_temp[gos_index_ocean] - 0.00482 ** COG1012(NAD-dependent aldehyde dehydrogenases) 0.3323 0.001781 sample_depth[gos_index_ocean] + 0.01749 * COG1012(NAD-dependent aldehyde dehydrogenases) 0.3323 0.001781 water_column_depth[gos_index_ocean] - 0.07096 . COG1022(Long-chain acyl-CoA synthetases (AMP-forming)) 0.1262 0.01767 local_temp[gos_index_ocean] + 0.0177 * COG1024(Enoyl-CoA hydratase/carnithine racemase) 0.269 0.003844 Chl_a_Month[gos_index_ocean] - 0.00900 ** COG1024(Enoyl-CoA hydratase/carnithine racemase) 0.269 0.003844 local_sal[gos_index_ocean] + 0.06897 . COG1024(Enoyl-CoA hydratase/carnithine racemase) 0.269 0.003844 local_temp[gos_index_ocean] - 0.00276 ** COG1028(Dehydrogenases with different specificities (related to short-chain alcohol dehydrogenases)) 0.3279 0.001026 Chl_a_Month[gos_index_ocean] - 0.000207 *** COG1028(Dehydrogenases with different specificities (related to short-chain alcohol dehydrogenases)) 0.3279 0.001026 local_temp[gos_index_ocean] - 0.000430 *** COG1028(Dehydrogenases with different specificities (related to short-chain alcohol dehydrogenases)) 0.3279 0.001026 water_column_depth[gos_index_ocean] + 0.145702 COG1033(Predicted exporters of the RND superfamily) 0.1347 0.03232 local_sal[gos_index_ocean] + 0.0843 . COG1033(Predicted exporters of the RND superfamily) 0.1347 0.03232 water_column_depth[gos_index_ocean] + 0.1009 COG1048(Aconitase A) NA NA NA NA COG1053(Succinate dehydrogenase/fumarate reductase, flavoprotein subunit) 0.1591 0.03332 Chl_a_Month[gos_index_ocean] - 0.0102 * COG1053(Succinate dehydrogenase/fumarate reductase, flavoprotein subunit) 0.1591 0.03332 local_temp[gos_index_ocean] - 0.0657 . COG1053(Succinate dehydrogenase/fumarate reductase, flavoprotein subunit) 0.1591 0.03332 sample_depth[gos_index_ocean] + 0.0315 * COG1109(Phosphomannomutase) 0.09552 0.06867 Chl_a_Month[gos_index_ocean] + 0.0274 * COG1109(Phosphomannomutase) 0.09552 0.06867 local_temp[gos_index_ocean] + 0.0466 * COG1131(ABC-type multidrug transport system, ATPase component) 0.3097 0.001563 Chl_a_Month[gos_index_ocean] + 0.0171 * COG1131(ABC-type multidrug transport system, ATPase component) 0.3097 0.001563 local_sal[gos_index_ocean] - 0.0141 * COG1131(ABC-type multidrug transport system, ATPase component) 0.3097 0.001563 local_temp[gos_index_ocean] + 0.0231 * COG1132(ABC-type multidrug transport system, ATPase and permease components) 0.1854 0.03093 Chl_a_Month[gos_index_ocean] + 0.0501 . COG1132(ABC-type multidrug transport system, ATPase and permease components) 0.1854 0.03093 local_temp[gos_index_ocean] + 0.0201 * COG1132(ABC-type multidrug transport system, ATPase and permease components) 0.1854 0.03093 sample_depth[gos_index_ocean] - 0.1260 COG1132(ABC-type multidrug transport system, ATPase and permease components) 0.1854 0.03093 water_column_depth[gos_index_ocean] + 0.1362 COG1136(ABC-type antimicrobial peptide transport system, ATPase component) 0.4202 9.765e-05 local_sal[gos_index_ocean] + 0.000286 *** COG1136(ABC-type antimicrobial peptide transport system, ATPase component) 0.4202 9.765e-05 sample_depth[gos_index_ocean] - 0.058761 . COG1136(ABC-type antimicrobial peptide transport system, ATPase component) 0.4202 9.765e-05 water_column_depth[gos_index_ocean] + 0.052477 . COG1173(ABC-type dipeptide/oligopeptide/nickel transport systems, permease components) NA NA NA NA COG1175(ABC-type sugar transport systems, permease components) 0.2052 0.007632 local_sal[gos_index_ocean] - 0.07184 . COG1175(ABC-type sugar transport systems, permease components) 0.2052 0.007632 local_temp[gos_index_ocean] + 0.00194 ** COG1185(Polyribonucleotide nucleotidyltransferase (polynucleotide phosphorylase)) 0.1415 0.02830 sample_depth[gos_index_ocean] + 0.1339 COG1185(Polyribonucleotide nucleotidyltransferase (polynucleotide phosphorylase)) 0.1415 0.02830 water_column_depth[gos_index_ocean] + 0.0342 * COG1196(Chromosome segregation ATPases) 0.04706 0.1045 local_temp[gos_index_ocean] + 0.105 COG1197(Transcription-repair coupling factor (superfamily II helicase)) 0.2966 0.003818 Chl_a_Month[gos_index_ocean] + 0.081237 . COG1197(Transcription-repair coupling factor (superfamily II helicase)) 0.2966 0.003818 local_sal[gos_index_ocean] - 0.027598 * COG1197(Transcription-repair coupling factor (superfamily II helicase)) 0.2966 0.003818 local_temp[gos_index_ocean] + 0.000255 *** COG1197(Transcription-repair coupling factor (superfamily II helicase)) 0.2966 0.003818 water_column_depth[gos_index_ocean] - 0.138615 COG1217(Predicted membrane GTPase involved in stress response) 0.03568 0.1357 water_column_depth[gos_index_ocean] - 0.136 COG1233(Phytoene dehydrogenase and related proteins) 0.1374 0.04897 Chl_a_Month[gos_index_ocean] + 0.1048 COG1233(Phytoene dehydrogenase and related proteins) 0.1374 0.04897 local_sal[gos_index_ocean] - 0.0894 . COG1233(Phytoene dehydrogenase and related proteins) 0.1374 0.04897 local_temp[gos_index_ocean] + 0.0230 * COG1249(Pyruvate/2-oxoglutarate dehydrogenase complex, dihydrolipoamide dehydrogenase (E3) component, and related enzymes) 0.2742 0.001629 local_sal[gos_index_ocean] + 0.000444 *** COG1249(Pyruvate/2-oxoglutarate dehydrogenase complex, dihydrolipoamide dehydrogenase (E3) component, and related enzymes) 0.2742 0.001629 water_column_depth[gos_index_ocean] - 0.145609 COG1250(3-hydroxyacyl-CoA dehydrogenase) 0.2774 0.003205 Chl_a_Month[gos_index_ocean] - 0.00757 ** COG1250(3-hydroxyacyl-CoA dehydrogenase) 0.2774 0.003205 local_sal[gos_index_ocean] + 0.08328 . COG1250(3-hydroxyacyl-CoA dehydrogenase) 0.2774 0.003205 local_temp[gos_index_ocean] - 0.00136 ** COG1372(Intein/homing endonuclease) 0.2638 0.004291 local_sal[gos_index_ocean] - 0.00682 ** COG1372(Intein/homing endonuclease) 0.2638 0.004291 local_temp[gos_index_ocean] + 0.02727 * COG1372(Intein/homing endonuclease) 0.2638 0.004291 sample_depth[gos_index_ocean] - 0.00810 ** COG1404(Subtilisin-like serine proteases) 0.1512 0.01003 local_temp[gos_index_ocean] + 0.0100 * COG1593(TRAP-type C4-dicarboxylate transport system, large permease component) 0.3486 0.001234 Chl_a_Month[gos_index_ocean] - 0.170746 COG1593(TRAP-type C4-dicarboxylate transport system, large permease component) 0.3486 0.001234 local_sal[gos_index_ocean] + 0.022128 * COG1593(TRAP-type C4-dicarboxylate transport system, large permease component) 0.3486 0.001234 local_temp[gos_index_ocean] - 0.000100 *** COG1593(TRAP-type C4-dicarboxylate transport system, large permease component) 0.3486 0.001234 sample_depth[gos_index_ocean] + 0.091698 . COG1629(Outer membrane receptor proteins, mostly Fe transport) 0.3782 0.0006194 Chl_a_Month[gos_index_ocean] - 0.00447 ** COG1629(Outer membrane receptor proteins, mostly Fe transport) 0.3782 0.0006194 local_sal[gos_index_ocean] + 0.05214 . COG1629(Outer membrane receptor proteins, mostly Fe transport) 0.3782 0.0006194 local_temp[gos_index_ocean] - 5.6e-05 *** COG1629(Outer membrane receptor proteins, mostly Fe transport) 0.3782 0.0006194 water_column_depth[gos_index_ocean] + 0.04290 * COG1653(ABC-type sugar transport system, periplasmic component) 0.0796 0.05021 water_column_depth[gos_index_ocean] + 0.0502 . COG1674(DNA segregation ATPase FtsK/SpoIIIE and related proteins) NA NA NA NA COG1716(FOG: FHA domain) 0.1797 0.03405 Chl_a_Month[gos_index_ocean] + 0.0170 * COG1716(FOG: FHA domain) 0.1797 0.03405 local_temp[gos_index_ocean] + 0.0084 ** COG1716(FOG: FHA domain) 0.1797 0.03405 sample_depth[gos_index_ocean] - 0.1008 COG1716(FOG: FHA domain) 0.1797 0.03405 water_column_depth[gos_index_ocean] - 0.0721 . COG1804(Predicted acyl-CoA transferases/carnitine dehydratase) 0.349 0.0006185 Chl_a_Month[gos_index_ocean] - 0.002755 ** COG1804(Predicted acyl-CoA transferases/carnitine dehydratase) 0.349 0.0006185 local_temp[gos_index_ocean] - 0.000211 *** COG1804(Predicted acyl-CoA transferases/carnitine dehydratase) 0.349 0.0006185 water_column_depth[gos_index_ocean] + 0.003981 ** COG1894(NADH:ubiquinone oxidoreductase, NADH-binding (51 kD) subunit) 0.02659 0.1678 local_sal[gos_index_ocean] - 0.168 COG1960(Acyl-CoA dehydrogenases) 0.2924 0.002308 Chl_a_Month[gos_index_ocean] - 0.000674 *** COG1960(Acyl-CoA dehydrogenases) 0.2924 0.002308 local_temp[gos_index_ocean] - 0.000517 *** COG1960(Acyl-CoA dehydrogenases) 0.2924 0.002308 water_column_depth[gos_index_ocean] + 0.178696 COG2030(Acyl dehydratase) 0.2502 0.0009566 local_sal[gos_index_ocean] + 0.000957 *** COG2084(3-hydroxyisobutyrate dehydrogenase and related beta-hydroxyacid dehydrogenases) 0.2089 0.01309 Chl_a_Month[gos_index_ocean] - 0.00309 ** COG2084(3-hydroxyisobutyrate dehydrogenase and related beta-hydroxyacid dehydrogenases) 0.2089 0.01309 local_temp[gos_index_ocean] - 0.00312 ** COG2084(3-hydroxyisobutyrate dehydrogenase and related beta-hydroxyacid dehydrogenases) 0.2089 0.01309 sample_depth[gos_index_ocean] + 0.12462 COG2141(Coenzyme F420-dependent N5,N10-methylene tetrahydromethanopterin reductase and related flavin-dependent oxidoreductases) 0.204 0.01442 Chl_a_Month[gos_index_ocean] - 0.02723 * COG2141(Coenzyme F420-dependent N5,N10-methylene tetrahydromethanopterin reductase and related flavin-dependent oxidoreductases) 0.204 0.01442 local_sal[gos_index_ocean] - 0.07515 . COG2141(Coenzyme F420-dependent N5,N10-methylene tetrahydromethanopterin reductase and related flavin-dependent oxidoreductases) 0.204 0.01442 local_temp[gos_index_ocean] - 0.02252 * COG2202(FOG: PAS/PAC domain) 0.08948 0.1091 Chl_a_Month[gos_index_ocean] + 0.0284 * COG2202(FOG: PAS/PAC domain) 0.08948 0.1091 local_temp[gos_index_ocean] + 0.1650 COG2202(FOG: PAS/PAC domain) 0.08948 0.1091 sample_depth[gos_index_ocean] - 0.0985 . COG2203(FOG: GAF domain) 0.1056 0.05671 Chl_a_Month[gos_index_ocean] + 0.0241 * COG2203(FOG: GAF domain) 0.1056 0.05671 local_temp[gos_index_ocean] + 0.0350 * COG2204(Response regulator containing CheY-like receiver, AAA-type ATPase, and DNA-binding domains) 0.1192 0.04371 local_sal[gos_index_ocean] + 0.0316 * COG2204(Response regulator containing CheY-like receiver, AAA-type ATPase, and DNA-binding domains) 0.1192 0.04371 water_column_depth[gos_index_ocean] - 0.0808 . COG2303(Choline dehydrogenase and related flavoproteins) 0.0945 0.07 Chl_a_Month[gos_index_ocean] - 0.0439 * COG2303(Choline dehydrogenase and related flavoproteins) 0.0945 0.07 local_temp[gos_index_ocean] - 0.0293 * COG2931(RTX toxins and related Ca2+-binding proteins) 0.4118 0.0005166 Chl_a_Month[gos_index_ocean] + 0.055904 . COG2931(RTX toxins and related Ca2+-binding proteins) 0.4118 0.0005166 local_sal[gos_index_ocean] + 0.007727 ** COG2931(RTX toxins and related Ca2+-binding proteins) 0.4118 0.0005166 local_temp[gos_index_ocean] + 0.004759 ** COG2931(RTX toxins and related Ca2+-binding proteins) 0.4118 0.0005166 sample_depth[gos_index_ocean] - 0.027120 * COG2931(RTX toxins and related Ca2+-binding proteins) 0.4118 0.0005166 water_column_depth[gos_index_ocean] - 0.075293 . COG3119(Arylsulfatase A and related enzymes) 0.2178 0.01101 Chl_a_Month[gos_index_ocean] - 0.04288 * COG3119(Arylsulfatase A and related enzymes) 0.2178 0.01101 local_sal[gos_index_ocean] + 0.11567 COG3119(Arylsulfatase A and related enzymes) 0.2178 0.01101 local_temp[gos_index_ocean] - 0.00166 ** COG3288(NAD/NADP transhydrogenase alpha subunit) 0.06217 0.07423 Chl_a_Month[gos_index_ocean] - 0.0742 . COG3839(ABC-type sugar transport systems, ATPase components) 0.09848 0.03293 local_sal[gos_index_ocean] + 0.0329 * COG3842(ABC-type spermidine/putrescine transport systems, ATPase components) 0.1011 0.09036 local_temp[gos_index_ocean] + 0.0769 . COG3842(ABC-type spermidine/putrescine transport systems, ATPase components) 0.1011 0.09036 sample_depth[gos_index_ocean] + 0.0723 . COG3842(ABC-type spermidine/putrescine transport systems, ATPase components) 0.1011 0.09036 water_column_depth[gos_index_ocean] - 0.1808 COG3920(Signal transduction histidine kinase) 0.21 0.02014 Chl_a_Month[gos_index_ocean] + 0.00238 ** COG3920(Signal transduction histidine kinase) 0.21 0.02014 local_temp[gos_index_ocean] + 0.01307 * COG3920(Signal transduction histidine kinase) 0.21 0.02014 sample_depth[gos_index_ocean] - 0.09434 . COG3920(Signal transduction histidine kinase) 0.21 0.02014 water_column_depth[gos_index_ocean] - 0.18498 COG4177(ABC-type branched-chain amino acid transport system, permease component) 0.2556 0.005098 Chl_a_Month[gos_index_ocean] + 0.00359 ** COG4177(ABC-type branched-chain amino acid transport system, permease component) 0.2556 0.005098 local_temp[gos_index_ocean] + 0.00178 ** COG4177(ABC-type branched-chain amino acid transport system, permease component) 0.2556 0.005098 water_column_depth[gos_index_ocean] - 0.03537 * COG4664(TRAP-type mannitol/chloroaromatic compound transport system, large permease component) NA NA NA NA COG5295(Autotransporter adhesin) 0.0507 0.0962 sample_depth[gos_index_ocean] - 0.0962 .