Back

Association Between Metformin Use and Circulating Inflammatory Regulators: A Large-Scale Proteomic Analysis with Implications for HIV Immuno-metabolism

Lehrer, S.; Rheinstein, P.

2026-04-28 hiv aids
10.64898/2026.04.27.26351823 medRxiv
Show abstract

BackgroundRecent multiomic analyses identify metformin-inducible genes, such as DDIT4, as predictors of delayed HIV rebound, suggesting a "cell-extrinsic" role for low systemic inflammation in viral control. We sought to validate this inflammatory "cooling" in a large-scale human population. MethodsUsing Olink proteomics from the UK Biobank (N = 502,493), we evaluated associations between metformin use and inflammatory markers (IL-6, CXCL10, GZMB) in a diabetic cohort (N = 18,548). Stepwise regression was used to adjust for co-medications (statins) and glycemic control (HbA1c). ResultsMetformin use was associated with significantly lower levels of IL-6 (p = 0.0049) and CXCL10 (p < 0.001) after adjusting for age, BMI, and statin use. In exploratory analyses of participants with HIV (N = 61), metformin users showed directionally lower mean IL-6 and CXCL10. However, associations in the primary cohort were attenuated upon adjustment for HbA1c, indicating that metformins systemic anti-inflammatory effect is largely mediated by its metabolic efficacy. ConclusionsMetformin use is associated with a reduction in master regulators of inflammation, independent of common co-medications. These findings suggest that metformin promotes the systemic "cell-extrinsic" environment required for HIV control via its metabolic effects, providing a population-level substrate for the "block-and-lock" mechanisms observed in clinical cohorts.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.