# Characterization of gut microbiota in patients with diabetic kidney disease

**Authors:** Shoujuan Yu, Huimin Niu, Yan Zhang, Ling Yu, Qi Zhang, Xingchen Liu, Yue Sang, Ran Wang, Min Zhang

PMC · DOI: 10.3389/fcimb.2026.1713005 · Frontiers in Cellular and Infection Microbiology · 2026-02-09

## TL;DR

This study identifies specific gut bacteria linked to the progression of diabetic kidney disease, offering potential targets for treatment.

## Contribution

The study identifies microbial species and pathways specifically associated with the progression from diabetes to diabetic kidney disease.

## Key findings

- Bacteria like Mediterraneibacter and Enterocloster are enriched in DKD and correlate with poor glycemic and renal outcomes.
- Health-associated bacteria such as Faecalibacterium are reduced in DKD and negatively correlate with disease markers.
- DKD is associated with functional pathways linked to inflammation and barrier injury, such as biofilm and lipopolysaccharide biosynthesis.

## Abstract

Diabetic kidney disease (DKD) is a major complication of diabetes mellitus (DM). Although dysbiosis of the gut microbiota in DKD has been reported, the specific microbial species associated with disease progression from DM to DKD remain insufficiently defined.

We conducted shotgun metagenomic sequencing on fecal samples from 55 healthy participants, 47 patients with DM, and 38 patients with DKD. Gut microbiota diversity, composition, and functional pathways were compared across groups; correlations with glycemic and renal indices were evaluated.

Overall alpha-diversity showed no significantly difference between DKD and healthy controls; however, the simpson’s index was higher in DKD than in DM (p < 0.05). There was a difference in beta-diversity between DKD and the healthy control (p = 0.002), but no significant difference was observed between the DKD and DM group. Bacteria significantly enriched in DM/DKD include Mediterraneibacter, Enterocloster, Shigella, Limosilactobacillus, and Thomasclavelia, which showed positive correlations with glycemic indicators (HbA1c, fasting blood glucose) and renal indicators (BUN, UACR). In contrast, health-enriched bacteria, Phocaeicola, Faecalibacterium, Lachnospira, Agathobacter, Odoribacter, and Paraprevotella were negatively correlated with these parameters. Functional analysis revealed that compared to the DM group, the DKD group enriched pathways related to aromatic amino acid biosynthesis (phenylalanine, tyrosine, tryptophan), biofilm formation, and lipopolysaccharide biosynthesis. Gut microbial shifts along the DM–DKD correlates with adverse glycemic and renal phenotypes, as well as functional characteristics associated with inflammation and barrier injury. These findings suggest that microbially driven metabolic and structural pathways represent potential targets for mitigating the progression of DKD.

This study elucidates the distinct characteristics of the gut microbiota in DKD patients and highlights potential microbial markers involved in the progression from DM to DKD.

## Linked entities

- **Diseases:** diabetic kidney disease (MONDO:0005016), diabetes mellitus (MONDO:0005015)

## Full-text entities

- **Genes:** TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, AHR (aryl hydrocarbon receptor) [NCBI Gene 196] {aka FVH3, RP85, bHLHe76}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, NLRP3 (NLR family pyrin domain containing 3) [NCBI Gene 114548] {aka AGTAVPRL, AII, AVP, C1orf7, CIAS1, CLR1.1}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, ABCB6 (ATP binding cassette subfamily B member 6 (LAN blood group)) [NCBI Gene 10058] {aka ABC, LAN, MTABC3, PRP, umat}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** polyphagia (MESH:D006963), overweight (MESH:D050177), gestational diabetes (MESH:D016640), obesity (MESH:D009765), proteinuria (MESH:D011507), food poisoning (MESH:D005517), paratyphoid fever (MESH:D010284), inflammation (MESH:D007249), fibrosis (MESH:D005355), Hyperglycemia (MESH:D006943), polyuria (MESH:D011141), CKD (MESH:D051436), DM (MESH:D003920), dysbiosis (MESH:D064806), systemic (MESH:D015619), irritable bowel syndrome (MESH:D043183), Type 2 diabetes mellitus (MESH:D003924), inflammatory bowel disease (MESH:D015212), kidney dysfunction (MESH:D007674), ulcerative colitis (MESH:D003093), chronic (MESH:D002908), DKD (MESH:D003928), typhoid fever (MESH:D014435), diabetic complications (MESH:D048909), bacterial dysentery (MESH:D004403), endotoxemia (MESH:D019446), albuminuria (MESH:D000419), polydipsia (MESH:D059606), cerebrovascular disease (MESH:D002561), weight loss (MESH:D015431), uraemic (MESH:D006463), ESRD (MESH:D007676)
- **Chemicals:** tyrosine (MESH:D014443), AST-120 (MESH:C040896), blood glucose (MESH:D001786), galactose (MESH:D005690), kynurenine (MESH:D007737), TMAO (MESH:C005855), aromatic amino acid (MESH:D024322), pyruvate (MESH:D019289), carbon (MESH:D002244), p-cresol sulfate (MESH:C408690), methane (MESH:D008697), LPS (MESH:D008070), urea nitrogen (MESH:C530477), agarose (MESH:D012685), glucose (MESH:D005947), creatinine (MESH:D003404), indole (MESH:C030374), SCFA (MESH:D005232), acetate (MESH:D000085), tryptophan (MESH:D014364), IAA (MESH:C030737), Indoxyl sulfate (MESH:D007200), 25(OH)VitD3 (-), 25-hydroxyvitamin D3 (MESH:D002112), bile acids (MESH:D001647), phenylalanine (MESH:D010649), phosphatidylcholine (MESH:D010713), butyrate (MESH:D002087)
- **Species:** Hallella (genus) [taxon 52228], Ruminococcus (genus) [taxon 1263], Roseburia (genus) [taxon 841], Mediterraneibacter (genus) [taxon 2316020], Escherichia coli (E. coli, species) [taxon 562], Lachnoclostridium (genus) [taxon 1506553], Salmonella (genus) [taxon 590], Sellimonas (genus) [taxon 1769710], Faecalibacterium (genus) [taxon 216851], Alistipes onderdonkii (species) [taxon 328813], Phocaeicola (genus) [taxon 909656], Prevotella (genus) [taxon 838], Mus musculus (house mouse, species) [taxon 10090], Shigella (genus) [taxon 620], Bacillota (clostridial firmicutes, phylum) [taxon 1239], gut metagenome (species) [taxon 749906], Agathobacter (genus) [taxon 1766253], Parabacteroides (genus) [taxon 375288], Paraprevotella (genus) [taxon 577309], Fusobacteriota (phylum) [taxon 32066], Eggerthella (genus) [taxon 84111], Lachnospira (genus) [taxon 28050], Bacteroidota (Bacteroides-Cytophaga-Flexibacter group, phylum) [taxon 976], Verrucomicrobiota (phylum) [taxon 74201], Clostridium (genus) [taxon 1485], Bifidobacterium (genus) [taxon 1678], Homo sapiens (human, species) [taxon 9606], Thermodesulfobacteriota (phylum) [taxon 200940], Staphylococcus (genus) [taxon 1279], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Bacteroides intestinalis (species) [taxon 329854], Lactobacillus johnsonii (species) [taxon 33959]

## Full text

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## Figures

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926362/full.md

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Source: https://tomesphere.com/paper/PMC12926362