Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Sep 1;39(11):1580-1591.
doi: 10.1097/QAD.0000000000004231. Epub 2025 May 5.

Associations of fecal and blood microbiota-related metabolites with gut microbiota and type 2 diabetes in HIV infection

Affiliations

Associations of fecal and blood microbiota-related metabolites with gut microbiota and type 2 diabetes in HIV infection

Chengyong Jia et al. AIDS. .

Abstract

Objectives: Assess the relationships of gut microbiota (GMB)-related metabolites in feces and blood with GMB and type 2 diabetes (T2D) in the context of HIV infection, the presence of which could disrupt host metabolism.

Design: We conducted a cross-sectional study among 111 women with HIV (WWH) and 56 women without HIV (WWOH) in the MACS/WIHS Combined Cohort Study.

Methods: We measured 62 targeted metabolites in both feces and plasma and examined their associations with GMB composition (243 species) and prevalent T2D.

Results: We observed 44 metabolites with detection rates ≥25% in both feces and plasma. Correlations between fecal and plasma metabolites were stronger in WWOH than in WWH (median r : 0.13 vs. 0.04). Fecal metabolites showed stronger correlations with GMB than plasma metabolites among all participants (median r [IQR] of measured vs. GMB-predicted metabolites: 0.24 [0.11, 0.33] vs. 0.08 [-0.03, 0.24]; P = 0.002), and the difference in this comparison was more pronounced in WWOH compared to WWH. We found a moderate consistency for the associations of fecal and plasma metabolites with T2D in WWH ( r for effect sizes of fecal and plasma metabolites on T2D = 0.36; P = 0.03), but not in WWOH ( r = 0.13; P = 0.45). Fecal and plasma kynurenate, a tryptophan catabolism metabolite, showed opposite associations with T2D, with a positive association for plasma (odds ratio (OR): 2.54, 95% confidence interval (CI): [1.28-5.76]; P = 0.01) and an inverse association for feces (0.59 [0.27-1.23]; P = 0.18) in WWH.

Conclusions: Fecal metabolites are more strongly associated with GMB than plasma metabolites, especially among WWOH. HIV infection might also influence associations of fecal and plasma metabolites with T2D.

Keywords: HIV; fecal metabolite; gut microbiota; plasma metabolite; type 2 diabetes.

PubMed Disclaimer

Conflict of interest statement

Competing interests

The authors declare no competing interests.

Similar articles

References

    1. Shoaie S, Ghaffari P, Kovatcheva-Datchary P, Mardinoglu A, Sen P, Pujos-Guillot E, et al. Quantifying diet-induced metabolic changes of the human gut microbiome. Cell Metab 2015; 22(2):320–331. - PubMed
    1. Rastelli M, Cani PD, Knauf C. The gut microbiome influences host endocrine functions. Endocr Rev 2019; 40(5):1271–1284. - PubMed
    1. Gabriel CL, Ferguson JF. Gut microbiota and microbial metabolism in early risk of cardiometabolic disease. Circ Res 2023; 132(12):1674–1691. - PMC - PubMed
    1. Chen L, Zhernakova DV, Kurilshikov A, Andreu-Sánchez S, Wang D, Augustijn HE, et al. Influence of the microbiome, diet and genetics on inter-individual variation in the human plasma metabolome. Nat Med 2022; 28(11):2333–2343. - PMC - PubMed
    1. Diener C, Dai CL, Wilmanski T, Baloni P, Smith B, Rappaport N, et al. Genome-microbiome interplay provides insight into the determinants of the human blood metabolome. Nat Metab 2022; 4(11):1560–1572. - PMC - PubMed