# Integrated multi-omics analysis of dampness-heat gout reveals diagnostic biomarkers and therapeutic targets

**Authors:** Le Yang, Ye Sun, Chuanning Li, Hui Sun, Shuyun Wei, Fangjie Zhu, Wenkai Wang, Runyue Huang, Xin Sun, Maojie Wang, Guangli Yan, Xijun Wang

PMC · DOI: 10.3389/fimmu.2026.1677920 · Frontiers in Immunology · 2026-02-06

## TL;DR

This study identifies key biomarkers and pathways in damp-heat gout to improve diagnosis and treatment.

## Contribution

A symptom-centered diagnostic model and novel therapeutic targets for damp-heat gout are identified.

## Key findings

- Six key biomarkers (e.g., Uric acid, Prostaglandin E2) show high diagnostic accuracy (AUC = 0.997).
- Four critical pathways (Bile secretion, Cholesterol metabolism) are linked to DHG symptoms.
- Six protein targets (ATP1A1, APRT, etc.) are identified for potential therapeutic use.

## Abstract

Damp-heat gout (DHG) is a highly certified type of disease integrated with syndrome in TCM. The ambiguity of its pathomechanism and the lack of quantifiable indicators limit its clinical accurate diagnosis and treatment. This study aimed to elucidate the pathological mechanism of DHG and establish a symptom-centered diagnostic and therapeutic model. We recruited 136 participants, comprising healthy controls (HCs) and DHG patients. Serum metabolomics and proteomics analyses were performed to screen common pathways. Based on the biological significance of these common pathways, a symptom-pathway correlation network was constructed to clarify the pathological mechanisms driving DHG occurrence and progression. Enrichment scores and correlations with key DHG symptoms were used to identify critical pathways. Differential metabolites and proteins associated with these critical pathways served to establish a multi-index diagnostic model and identify potential therapeutic protein targets. Integrated metabolomic and proteomic analyses revealed 21 common pathways associated with DHG. Four crucial pathways, such as Bile secretion, Cholesterol metabolism, Purine metabolism, Arachidonic acid metabolism, were exhibited significant correlations with core DHG symptoms. Furthermore, six pathway-related biomarkers were identified: Hypoxanthine, Prostaglandin E2, Uric acid, Deoxycholic acid, Taurochenodeoxycholic acid, and Bilirubin. The combined diagnostic efficacy of these biomarkers was optimal (discovery cohort: AUC = 0.987; validation cohort: AUC = 0.997). Six protein targets were identified from the crucial pathways, including ATP1A1, APRT, ANGPTL4, GLUT1, PTGES3 and LIPA. This study establishes a symptom-centered diagnostic and therapeutic model for DHG utilizing the identified biomarkers and clarifies the involvement of critical metabolic pathways in DHG pathogenesis, providing novel targets for improved clinical diagnosis and therapy.

## Linked entities

- **Proteins:** ATP1A1 (ATPase Na+/K+ transporting subunit alpha 1), APRT (adenine phosphoribosyltransferase), ANGPTL4 (angiopoietin like 4), SLC2A1 (solute carrier family 2 member 1), PTGES3 (prostaglandin E synthase 3), LIPA (lipase A, lysosomal acid type)
- **Chemicals:** Hypoxanthine (PubChem CID 135398638), Prostaglandin E2 (PubChem CID 5280360), Uric acid (PubChem CID 1175), Deoxycholic acid (PubChem CID 222528), Taurochenodeoxycholic acid (PubChem CID 387316), Bilirubin (PubChem CID 5280352)
- **Diseases:** gout (MONDO:0005393)

## Full-text entities

- **Genes:** PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743] {aka COX-2, COX2, GRIPGHS, PGG/HS, PGHS-2, PHS-2}, APRT (adenine phosphoribosyltransferase) [NCBI Gene 353] {aka AMP, APRTD}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CYP7A1 (cytochrome P450 family 7 subfamily A member 1) [NCBI Gene 1581] {aka CP7A, CYP7, CYPVII}, MMP3 (matrix metallopeptidase 3) [NCBI Gene 4314] {aka CHDS6, MMP-3, SL-1, STMY, STMY1, STR1}, COX2 (cytochrome c oxidase subunit II) [NCBI Gene 4513] {aka COII, MTCO2}, HPRT1 (hypoxanthine phosphoribosyltransferase 1) [NCBI Gene 3251] {aka HGPRT, HPRT}, PTGES (prostaglandin E synthase) [NCBI Gene 9536] {aka MGST-IV, MGST1-L1, MGST1L1, MPGES, PGES, PIG12}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, CDC42 (cell division cycle 42) [NCBI Gene 998] {aka CDC42Hs, G25K, TKS}, MMP1 (matrix metallopeptidase 1) [NCBI Gene 4312] {aka CLG}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, MMP2 (matrix metallopeptidase 2) [NCBI Gene 4313] {aka CLG4, CLG4A, MMP-2, MMP-II, MONA, TBE-1}, LPL (lipoprotein lipase) [NCBI Gene 4023] {aka HDLCQ11, LIPD}, CS (citrate synthase) [NCBI Gene 1431], BDNF (brain derived neurotrophic factor) [NCBI Gene 627] {aka ANON2, BULN2}, EIF2S1 (eukaryotic translation initiation factor 2 subunit alpha) [NCBI Gene 1965] {aka EIF-2, EIF-2A, EIF-2alpha, EIF2, EIF2A}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, NR1H4 (nuclear receptor subfamily 1 group H member 4) [NCBI Gene 9971] {aka BAR, FXR, HRR-1, HRR1, PFIC5, RIP14}, CYP27A1 (cytochrome P450 family 27 subfamily A member 1) [NCBI Gene 1593] {aka CP27, CTX, CYP27}, ANGPTL4 (angiopoietin like 4) [NCBI Gene 51129] {aka ARP4, FIAF, HARP, HFARP, NL2, PGAR}, EEF2 (eukaryotic translation elongation factor 2) [NCBI Gene 1938] {aka EEF-2, EF-2, EF2, SCA26}, NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548] {aka AGTAVPRL, AII, AVP, C1orf7, CIAS1, CLR1.1}, CREB1 (cAMP responsive element binding protein 1) [NCBI Gene 1385] {aka CREB, CREB-1}, DNAH8 (dynein axonemal heavy chain 8) [NCBI Gene 1769] {aka ATPase, SPGF46, hdhc9}, PLA2G1B (phospholipase A2 group IB) [NCBI Gene 5319] {aka PLA2, PLA2A, PPLA2}, COX8A (cytochrome c oxidase subunit 8A) [NCBI Gene 1351] {aka COX, COX8, COX8-2, COX8L, MC4DN15, VIII}, PTGES3 (prostaglandin E synthase 3) [NCBI Gene 10728] {aka P23, TEBP, cPGES}, SLC2A1 (solute carrier family 2 member 1) [NCBI Gene 6513] {aka CSE, DYT17, DYT18, DYT9, EIG12, GLUT}, HMGB1 (high mobility group box 1) [NCBI Gene 3146] {aka HMG-1, HMG1, HMG3, SBP-1}, PLA2G4A (phospholipase A2 group IVA) [NCBI Gene 5321] {aka GURDP, PLA2G4, cPLA2, cPLA2-alpha}, LIPA (lipase A, lysosomal acid type) [NCBI Gene 3988] {aka CESD, LAL}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, ATP1A1 (ATPase Na+/K+ transporting subunit alpha 1) [NCBI Gene 476] {aka CMT2DD, HOMGSMR2}, LOX (lysyl oxidase) [NCBI Gene 4015] {aka AAT10}
- **Diseases:** hyperlipemia (MESH:D006949), Inflammatory (MESH:D007249), bowel (MESH:D012778), DHG syndrome (MESH:D006073), pain (MESH:D010146), Gut dysbiosis (MESH:D064806), psychiatric disorders (MESH:D001523), anxiety (MESH:D001007), dysphoria (MESH:D019052), edema (MESH:D004487), acute gouty arthritis (MESH:D015210), obesity (MESH:D009765), phlegm block (MESH:D006327), osteoarticular damage (MESH:D014394), cardiovascular, cerebrovascular, pulmonary, hepatic, renal, hematologic malignancies (MESH:D019337), fever (MESH:D005334), metabolic abnormalities (MESH:D008659), osteoarthritis (MESH:D010003), arthritic conditions (MESH:D015535), Dampness-heat syndrome (MESH:D018882), rheumatoid arthritis (MESH:D001172), systemic metabolic disorder (MESH:D001928), arthritis (MESH:D001168), CL (MESH:D002971), liver and kidney Yin deficiency syndrome (MESH:D016710), joint deformation (MESH:D016916), restlessness (MESH:D011595), joint swelling (MESH:D007592), joint pain (MESH:D018771), abdominal distension (MESH:D000007), damage to renal function (MESH:D007674), TCM (MESH:C562377), damp-heat (MESH:D018883), hyperalgesia (MESH:D006930), Hyperuricemia (MESH:D033461), bloating (MESH:C535647)
- **Chemicals:** Deoxycholic acid (MESH:D003840), methanol (MESH:D000432), PRPP (MESH:D010754), inosine (MESH:D007288), Hypoxanthine (MESH:D019271), formic acid (MESH:C030544), MSU (MESH:D014527), prostaglandins (MESH:D011453), IMP (MESH:D007291), Bilirubin (MESH:D001663), 4-Hydroxyphenylpyruvic acid (MESH:C010590), PGH2 (MESH:D044262), cholic acid (MESH:D019826), TG (MESH:D014280), acetonitrile (MESH:C032159), water (MESH:D014867), phospholipids (MESH:D010743), PGE2 (MESH:D015232), AA (MESH:D016718), adenine (MESH:D000225), Cholesterol (MESH:D002784), xanthine (MESH:D019820), NO (MESH:D009614), BAs (MESH:D001647), cholanic acids (MESH:C007036), eicosanoids (MESH:D015777), 4Z,7Z,10Z,13Z,16Z,19Z (-), sodium (MESH:D012964), LTB4 (MESH:D007975), potassium (MESH:D011188), Taurochenodeoxycholic acid (MESH:D013655), polyunsaturated fatty acid (MESH:D005231), amino acids (MESH:D000596), leukotrienes (MESH:D015289), cholesteryl esters (MESH:D002788), lithocholic acid (MESH:D008095), chenodeoxycholic acid (MESH:D002635), L-glutamine (MESH:D005973), 7alpha-hydroxycholesterol (MESH:C011724), ATP (MESH:D000255), AMP (MESH:D000249), Purine (MESH:C030985), lipid (MESH:D008055), lipopolysaccharide (MESH:D008070), dopamine (MESH:D004298), glucose (MESH:D005947), serotonin (MESH:D012701)
- **Species:** Fusobacterium (genus) [taxon 848], Bacteroides (genus) [taxon 816], Homo sapiens (human, species) [taxon 9606], Bifidobacterium (genus) [taxon 1678], Enterobacteriaceae (enterobacteria, family) [taxon 543]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12921442/full.md

## References

63 references — full list in the complete paper: https://tomesphere.com/paper/PMC12921442/full.md

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Source: https://tomesphere.com/paper/PMC12921442