Table 2 Most important pathways to discriminate Nunavik gut microbiome composition from comparison groups, identified by random forest, ranked based on median Gini importance.
Rank | Pathways | Median (and SD) Gini importance |
|---|---|---|
1 | PWY-5103: L-isoleucine biosynthesis III | g__Eubacterium.s__Eubacterium_eligens | 0.0032 ± 0.0016 |
2 | PWY-7539: 6-hydroxymethyl-dihydropterin diphosphate biosynthesis III (Chlamydia)|unclassified | 0.0027 ± 0.0017 |
3 | BRANCHED-CHAIN-AA-SYN-PWY: superpathway of branched amino acid biosynthesis|g_Eubacterium.s Eubacterium_eligens | 0.0026 ± 0.0012 |
4 | PWY-6151: S-adenosyl-L-methionine cycle I | g__Prevotella.s__Prevotella_sp_AM42_24 | 0.0025 ± 0.0016 |
5 | PWY-6168: flavin biosynthesis III (fungi)|g__Anaerostipes.s__Anaerostipes_hadrus | 0.0023 ± 0.0016 |
6 | COA-PWY: coenzyme A biosynthesis I | g__Prevotella.s__Prevotella_copri | 0.0023 ± 0.0015 |
7 | PWY-2942: L-lysine biosynthesis III | g__Prevotella.s__Prevotella_copri | 0.0023 ± 0.0015 |
8 | PWY-7111: pyruvate fermentation to isobutanol (engineered)|g__Prevotella.s__Prevotella_sp_AM42_24 | 0.0022 ± 0.0015 |
9 | DTDPRHAMSYN-PWY: dTDP-L-rhamnose biosynthesis I | g__Prevotella.s__Prevotella_sp_AM42_24 | 0.0022 ± 0.0020 |
10 | TEICHOICACID-PWY: teichoic acid (poly-glycerol) biosynthesis | 0.0022 ± 0.0017 |
11 | PWY-6147: 6-hydroxymethyl-dihydropterin diphosphate biosynthesis I | unclassified | 0.0021 ± 0.0011 |
12 | PWY-6151: S-adenosyl-L-methionine cycle I | g__Prevotella.s__Prevotella_copri | 0.0020 ± 0.0013 |
13 | PWY-5097: L-lysine biosynthesis VI | g__Prevotella.s__Prevotella_copri | 0.0020 ± 0.0016 |
14 | PYRIDOXSYN-PWY: pyridoxal 5’-phosphate biosynthesis I | unclassified | 0.0020 ± 0.0012 |
15 | PWY0-845: superpathway of pyridoxal 5’-phosphate biosynthesis and salvage|unclassified | 0.0020 ± 0.0013 |
16 | PWY-7219: adenosine ribonucleotides de novo biosynthesis | 0.0020 ± 0.0013 |
17 | POLYAMSYN-PWY: superpathway of polyamine biosynthesis I | unclassified | 0.0020 ± 0.0010 |
18 | PWY-3781: aerobic respiration I (cytochrome c) | 0.0020 ± 0.0015 |
19 | PWY-6703: preQ0 biosynthesis|g__Prevotella.s__Prevotella_copri | 0.0019 ± 0.0018 |
20 | ILEUSYN-PWY: L-isoleucine biosynthesis I (from threonine)|g__Eubacterium.s__Eubacterium_eligens | 0.0019 ± 0.0016 |