Table 2.
Significant associations between urinary excretion of pesticide residues and the composition of the faecal microbiota evaluated using shotgun metagenomics and metabolomics. Statistical models were established with MaAsLin2, using the pesticide levels as predictors. The model coefficient value (effect size) and the standard error from the model are reported along the p-values and its False Discovery Rate (FDR). Associations with FDR < 0.2 for creatinine adjusted models are reported
Response | Predictor | effect size | stderr | pval | FDR |
---|---|---|---|---|---|
METABOLOMICS | |||||
Br2CA | N-methylglutamate | −0.15 | 0.04 | 0.0009 | 0.12 |
enterolactone | 0.17 | 0.05 | 0.0011 | 0.13 | |
N-succinyl-isoleucine | −0.12 | 0.04 | 0.0012 | 0.13 | |
palmitoyl-ethanolamide | −0.18 | 0.05 | 0.0017 | 0.13 | |
N-methylalanine | −0.20 | 0.06 | 0.0019 | 0.13 | |
2-hydroxyglutarate | −0.16 | 0.05 | 0.0026 | 0.14 | |
N-acetyl-1-methylhistidine. | −0.18 | 0.06 | 0.0026 | 0.14 | |
enterodiol | 0.19 | 0.06 | 0.0030 | 0.14 | |
N2-methylarginine | −0.07 | 0.02 | 0.0038 | 0.16 | |
piperidine | −0.15 | 0.05 | 0.0041 | 0.16 | |
stearoyl-ethanolamide | −0.21 | 0.08 | 0.0060 | 0.17 | |
2-oxo-1-pyrrolidinepropionate | −0.08 | 0.03 | 0.0061 | 0.17 | |
dihydroferulate | −0.12 | 0.04 | 0.0073 | 0.19 | |
1-palmitoyl-2-arachidonoyl-GPC | 0.11 | 0.04 | 0.0076 | 0.19 | |
Trans.Cl2CA | oleoyl.linoleoyl.glycerol | 0.23 | 0.07 | 0.0013 | 0.15 |
linoleoyl-linoleoyl-glycerol | 0.23 | 0.07 | 0.0014 | 0.15 | |
4-hydroxybenzoate | −0.14 | 0.05 | 0.0020 | 0.15 | |
glycerol | 0.25 | 0.08 | 0.0023 | 0.15 | |
1-oleoyl-GPC18 | 0.25 | 0.08 | 0.0031 | 0.19 | |
anacardic.acid | 0.30 | 0.10 | 0.0034 | 0.19 | |
3.PBA | arachidoylcarnitine | −0.25 | 0.07 | 0.0005 | 0.12 |
carotenediol | −0.13 | 0.04 | 0.0006 | 0.12 | |
3-methylurate | 0.18 | 0.05 | 0.0007 | 0.12 | |
allantoin | −0.27 | 0.08 | 0.0007 | 0.12 | |
erucoylcarnitine | −0.23 | 0.07 | 0.0008 | 0.12 | |
lysine | −0.11 | 0.04 | 0.0027 | 0.18 | |
glyphosate | 3.hydroxystearate | 0.51 | 0.14 | 0.0003 | 0.19 |
lactobacillic acid | 0.25 | 0.07 | 0.0010 | 0.19 | |
stearate | 0.25 | 0.07 | 0.0010 | 0.19 | |
phosphate | 0.41 | 0.12 | 0.0011 | 0.19 | |
2-hydroxylignocerate. | 0.33 | 0.10 | 0.0011 | 0.19 | |
pentadecanoate | 0.24 | 0.07 | 0.0013 | 0.19 | |
3-carboxyadipate | 0.27 | 0.08 | 0.0019 | 0.19 | |
saccharopine | 0.34 | 0.11 | 0.0019 | 0.19 | |
METAGENOMICS | |||||
Br2CA | Faecalitalea cylindroides | 0.06 | 0.0002 | 1.3E-30 | 1.6E-28 |
Streptococcus_anginosus_group | 0.11 | 0.03 | 0.003 | 0.19 | |
DEP | Hungatella hathewayi | −0.03 | 7.3E-5 | 2.0E-33 | 9.5E-31 |
Collinsella aerofaciens | −0.19 | 0.007 | 2.65E-08 | 4.2E-6 | |
Clostridium bolteae | 0.04 | 0.01 | 0.002 | 0.19 | |
PBA | Bacteroides eggerthii | 0.16 | 0.01 | 3.9E-8 | 1.9E-5 |
Clostridium symbiosum | 0.13 | 0.02 | 6.9E-5 | 0.02 | |
sumDEP | Hungatella hathewayi | −0.03 | 7.3E-5 | 2.2E-33 | 1.1E-31 |
Collinsella aerofaciens | −0.18 | 0.007 | 2.7E-8 | 4.2E-6 | |
Clostridium bolteae | 0.05 | 0.01 | 0.0009 | 0.07 | |
Enterorhabdus caecimuris | 0.01 | 0.004 | 0.001 | 0.1 | |
sumDMP | Clostridium citroniae | 0.02 | 2.8E-5 | 3.8E-43 | 5.49E-41 |
Veillonella dispar | 0.002 | 3.9E-5 | 2.0E-22 | 2.2E-20 | |
Clostridium bolteae | 0.08 | 0.002 | 0.001 | 0.07 | |
Clostridium innocuum | 0.14 | 0.04 | 0.001 | 0.07 | |
Eubacterium siraeum | −0.13 | 0.04 | 0.004 | 0.16 |