Table 2.
PATHWAY | ENZYME | GENE ABUNDANCE |
SPECIES RELATIVE ABUNDANCE |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
G1 | P1 | B1 | G/B2 | P/B2 | G1 | P1 | B1 | G/B2 | P/B2 | |||
SLP enzymes | Glycolysis | EC 2.7.2.3; pgk; phosphoglycerate kinase | 1490.58 ± 76.36 | 1097.76 ± 26.08 | 1158.74 ± 67.61 | 0.36 | –0.08 | 1308.5 ± 112.3 | 1276.4 ± 93.1 | 1823.2 ± 115.4 | –0.48 | –0.51 |
EC 2.7.1.40; pyk; pyruvate kinase | 589.59 ± 25.46 | 480.02 ± 39.72 | 436.98 ± 43.85 | 0.43 | 0.14 | 846.5 ± 57.9 | 751.5 ± 35.9 | 718.2 ± 37.2 | 0.24 | 0.07 | ||
Pyruvate/Propanoate metabolism | EC 2.7.2.1; ackA; acetate kinase | 910.36 ± 120.20 | 625.56 ± 57.83 | 749.60 ± 63.99 | 0.28 | –0.26 | 2163.9 ± 185.2 | 1326.4 ± 111.9 | 1669.2 ± 137.2 | 0.37 | –0.33 | |
Butanoate metabolism | EC 2.7.2.7; buk; butyrate kinase | 980.68 ± 41.05 | 410.10 ± 64.37 | 264.02 ± 130.54 | 1.89* | 0.64 | 1320.1 ± 99.3 | 799.1 ± 74.4 | 518.3 ± 46.7 | 1.35* | 0.62 | |
Nitrogen metabolism | EC 2.7.2.2; arcC; carbamate kinase | 202.21 ± 10.26 | 174.72 ± 46.94 | 152.81 ± 28.83 | 0.40 | 0.19 | 479.8 ± 24.5 | 448.3 ± 32.0 | 431.3 ± 32.1 | 0.15 | 0.06 | |
NADH oxidases in glucose fermentation | Heterolactic fermentation | EC 1.2.1.10; adhE; acetaldehyde dehydrogenase | 663.37 ± 20.90 | 208.92 ± 20.27 | 227.83 ± 10.88 | 1.54* | –0.13 | 1.7 ± 0.5 | 0.3 ± 0.2 | 1.1 ± 0.1 | 0.68 | –1.79* |
EC 1.1.1.1; adhP; alcohol dehydrogenase | 14.74 ± 2.87 | 4.75 ± 1.14 | 4.29 ± 1.33 | 1.78* | 0.15 | 436.7 ± 22.7 | 460.2 ± 34.1 | 632.7 ± 68.3 | –0.53 | –0.46 | ||
EC 1.1.1.1; adh; alcohol dehydrogenase | 8.15 ± 1.77 | 5.66 ± 1.65 | 3.87 ± 1.31 | 1.07* | 0.55 | 32.8 ± 4.5 | 28.2 ± 3.1 | 9.9 ± 1.1 | 1.73* | 1.51* | ||
EC 1.1.1.1; adhC; alcohol dehydrogenase | 16.55 ± 6.07 | 2.01 ± 1.40 | 6.49 ± 1.48 | 1.35* | –1.69* | 8.4 ± 1.1 | 4.5 ± 0.6 | 8.4 ± 0.4 | –0.01 | –0.89 | ||
EC 1.1.1.1; yiaY; alcohol dehydrogenase | 121.40 ± 10.44 | 32.83 ± 5.67 | 38.95 ± 7.32 | 1.64* | –0.25 | 16.8 ± 1.2 | 7.0 ± 1.1 | 11.0 ± 0.5 | 0.61 | –0.67 | ||
EC 1.1.1.2; adh; alcohol dehydrogenase (NADP+) | 79.88 ± 11.90 | 81.79 ± 17.51 | 78.46 ± 18.96 | 0.03 | 0.06 | 53.6 ± 4.2 | 94.3 ± 9.7 | 79.0 ± 4.1 | –0.56 | 0.26 | ||
EutG; alcohol dehydrogenase | 40.05 ± 5.12 | 13.59 ± 3.35 | 12.94 ± 3.21 | 1.63* | 0.07 | 116.1 ± 6.8 | 164.8 ± 9.5 | 217.6 ± 5.8 | –0.91 | –0.40 | ||
Homolactic fermentation | EC 1.1.1.27; ldh; L-lactate dehydrogenase | 118.76 ± 33.54 | 125.58 ± 27.77 | 86.46 ± 15.35 | 0.46 | 0.54 | 125.6 ± 5.2 | 128.1 ± 5.9 | 140.9 ± 7.7 | –0.17 | –0.14 | |
Butanol fermentation | EC 1.3.1.44; ter; trans-2-enoyl-CoA reductase (NAD+) | 0.62 ± 0.01 | 0.62 ± 0.01 | 0.97 ± 0.00 | –0.64 | –0.64 | 725.3 ± 54.7 | 962.8 ± 68.5 | 703.4 ± 55.6 | 0.04 | 0.45 | |
EC 1.1.1.-; bdhAB;butanol dehydrogenase | 833.56 ± 48.40 | 414.17 ± 20.41 | 451.46 ± 20.64 | 0.88 | –0.12 | 436.7 ± 22.7 | 460.2 ± 34.1 | 632.7 ± 68.3 | –0.53 | –0.46 | ||
EC 1.2.1.10; adhE; acetaldehyde dehydrogenase | 663.37 ± 20.90 | 208.92 ± 20.27 | 227.83 ± 10.88 | 1.54* | –0.13 | 1.7 ± 0.5 | 0.3 ± 0.2 | 1.1 ± 0.1 | 0.68 | –1.79 | ||
Propionate fermentation | EC 1.1.1.37; mdh; malate dehydrogenase | 612.69 ± 54.98 | 415.07 ± 96.21 | 383.46 ± 55.67 | 0.68 | 0.11 | 62.9 ± 3.8 | 33.6 ± 3.6 | 34.5 ± 3.2 | 0.86 | –0.04 | |
ETC components | ATPase | ATPase; F-type H+-transporting ATPase | 768.75 ± 76.10 | 382.62 ± 57.24 | 353.58 ± 41.08 | 1.12* | 0.11 | 1926.0 ± 197.8 | 1629.1 ± 187.1 | 1601.6 ± 192.2 | 0.27 | 0.02 |
FADH2-NAD oxidoreductase3 | Rnf; electron transport complex protein Rnf | 910.04 ± 66.10 | 417.25 ± 67.79 | 443.12 ± 51.49 | 1.04* | –0.09 | 2295.6 ± 191.3 | 1574.6 ± 149.0 | 1424.0 ± 120.8 | 0.69 | 0.15 | |
Methanogenesis | Mtr; tetrahydromethanopterin S-methyltransferase | 2.20 ± 0.74 | 1.96 ± 0.29 | 2.09 ± 0.46 | 0.07 | –0.09 | 7.0 ± 0.8 | 4.3 ± 0.5 | 6.8 ± 1.3 | 0.04 | –0.65 | |
NADH dehydrogenase3 | Nuo; NADH-quinone oxidoreductase | 230.44 ± 22.47 | 120.09 ± 20.18 | 113.48 ± 11.59 | 1.02* | 0.08 | 2253.7 ± 176.9 | 1378.7 ± 155.5 | 1014.8 ± 73.2 | 1.15* | 0.44 | |
Ndh; NAD(P)H-quinone oxidoreductase | 13.78 ± 3.49 | 12.97 ± 3.49 | 10.58 ± 2.85 | 0.38 | 0.29 | 20.0 ± 2.1 | 8.2 ± 1.2 | 12.2 ± 0.6 | 0.71 | –0.57 | ||
Hox; bidirectional [NiFe] hydrogenase diaphorase | 13.74 ± 3.20 | 7.52 ± 1.14 | 10.89 ± 2.14 | 0.34 | –0.53 | 5.2 ± 0.7 | 2.1 ± 0.3 | 5.8 ± 0.6 | –0.16 | –1.45* | ||
Cytochrome complex3 | Pet; ubiquinol-cytochrome c reductase | 0.71 ± 0.21 | 0.89 ± 0.14 | 0.63 ± 0.11 | 0.16 | 0.51 | 0 | 0 | 0 | 0 | 0 | |
TorC; trimethylamine-N-oxide reductase | 0.47 ± 0.03 | 0.83 ± 0.04 | 0.65 ± 0.07 | –0.45 | 0.36 | 5.4 ± 1.1 | 2.8 ± 0.6 | 3.8 ± 0.4 | 0.50 | –0.47 | ||
Cyd; cytochrome bd ubiquinol oxidase | 412.15 ± 47.13 | 539.51 ± 33.78 | 366.26 ± 50.13 | 0.17 | 0.56 | 2035.6 ± 212.7 | 1044.0 ± 116.0 | 911.6 ± 68.2 | 1.16* | 0.2 | ||
Sulfur dissimilation | Apr; adenylylsulfate reductase | 0.64 ± 0.06 | 0.59 ± 0.05 | 0.78 ± 0.31 | –0.28 | –0.39 | 2.8 ± 0.4 | 19.9 ± 2.1 | 24.6 ± 2.0 | –3.13* | –0.31 | |
Nitrogen dissimilation | NrfA; nitrite reductase (cytochrome c-552) | 403.53 ± 65.93 | 202.95 ± 29.52 | 176.38 ± 24.09 | 1.19* | 0.20 | 541.3 ± 45.7 | 337.5 ± 40.5 | 259.7 ± 22.2 | 1.06* | 0.38 | |
Nar; nitrate reductase / nitrite oxidoreductase | 0.55 ± 0.09 | 1.60 ± 0.15 | 1.72 ± 0.22 | –1.63* | –0.10 | 0.2 ± 0.1 | 8.5 ± 0.9 | 3.1 ± 0.2 | –3.90* | 1.46* | ||
NapA; periplasmic nitrate reductase NapA | 0.82 ± 0.03 | 1.89 ± 0.12 | 0.83 ± 0.31 | –0.02 | 1.20* | 0.34 ± 0.13 | 4.62 ± 1.08 | 1.56 ± 0.28 | –3.76* | 1.57* | ||
Fumarate respiration | Sdh; succinate dehydrogenase | 1210.06 ± 130.02 | 578.79 ± 32.16 | 500.64 ± 64.78 | 1.27* | 0.21 | 1422.9 ± 114.3 | 1179.1 ± 95.8 | 976.6 ± 79.6 | 0.54 | 0.27 | |
1 mean value ± standard error; the unit of gene results is RPKM; the relative abundance of species results was normalized to 1,000,000 for each sample. 2 the numbers were calculated from log2(G/B) or log2(P/B). 3 the electron transporters were reported in many kinds of ETCs. ∗p < 0.05 and | value| > 1 in the wilcox test between groups.