Skip to main content

Table 2 Top ten microbial metabolites ranked based on shared genes with RA (166 genes from combined resources were used). SCFAs are highlighted

From: Data-driven multiple-level analysis of gut-microbiome-immune-joint interactions in rheumatoid arthritis

Metabolite

Targeted RA Genes

Targeted RA Genes

Acetic acid

30

ACP5, ANKRD55, BAG6, BLK, CDK6, CIITA, CLYBL, CSF2

GABARAPL3, GATA3, GRM5, HLA-DQA1, HLA-DQB1

IL10, IL2, IL2RB, IL6, KCNIP4, MECP2, NFKBIE, NOTCH4

PPIL4, RAD51B, REL, SUOX, TEC, TXNDC11, TYK2

UTS2, ZNF774

Butyric acid

13

ACOXL, CDK6, CLYBL, CSF2, GRM5, IL10, IL2, IL6

MECP2, PRKCB, PRKCH, STAT4, UTS2

Acetaldehyde

13

CSF2, DPP4, HLA-DRB1, IL6, KCNIP4, PADI4, PPIL4

PRKCB, RAD51B, STAG1, TRNT1, TXNDC11, ZNF774

Methane

12

BAG6, CSF2, CTLA4, EOMES, GATA3, GRM5, IFNAR1

IL10, IL2, IL6, PTPN22, STAG1

mannitol

10

ARHGEF3, BAG6, BLK, CLYBL, IL6, LRRC18, SLC22A4

TEC, TNFAIP3, TYK2

1-butanol

8

ANKRD55, BAG6, IL2, IL6, NFKBIE, NOTCH4

PTPN2, PTPN22

Isopropyl alcohol

8

ACP5, CLYBL, GCH1, IL10, IL6, KCNIP4

PTPN2, PTPN22

Propionic acid

7

GATA3, GCH1, GRM5, IL10, IL6, SLC22A4, UTS2

Succinic acid

6

BAG6, CCL21, CCR6, CXCR5, OS9, PPIL4

Isobutyric acid

6

CLYBL, GCH1, NFKBIE, REL