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Chenglong Yu

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Open access Aug 2026

Triglyceride Polygenic Score Identifies Individuals Who May Respond Differently to Aspirin in Primary Prevention

Low‐dose aspirin is no longer routinely recommended for the primary prevention of cardiovascular disease in older adults due to a lack of net benefit over bleeding risk. We hypothesized that genetic subgroups may experience differential harm or benefit from aspirin therapy. To investigate this, we screened 572 polygenic scores (PGSs) for modification of aspirin's effect on major bleeding and major adverse cardiovascular events (MACE) in the Aspirin in Reducing Events in the Elderly (ASPREE) randomized, placebo‐controlled trial of daily 100 mg aspirin. Participants were aged ≥70 years (≥65 years for US minorities) and free of cardiovascular disease, dementia, or physical disability at enrolment. Among participants with high‐quality genotyping data (n = 13,571), PGS–aspirin interactions were tested using Cox proportional hazards models with Bonferroni correction for multiple testing. During a median follow‐up of 4.6 years, 414 major bleeding events and 464 MACE occurred. A triglyceride‐related PGS (PGS003144) significantly modified aspirin‐associated bleeding (interaction P = 5.9 × 10−5; Bonferroni‐adjusted P = 0.034). In the lowest quintile of the PGS distribution, aspirin increased major bleeding risk (HR 2.28; 95% CI: 1.45–3.58; P = 0.00036), including separate bleeding subgroups gastrointestinal (HR 3.17; 95% CI: 1.48–6.80; P = 0.0029), and intracranial bleeding (HR 4.10; 95% CI: 1.54–11.0; P = 0.0049). In contrast, in the highest quintile, aspirin was associated with lower risk of bleeding (HR 0.62; 95% CI 0.38–0.97) and reduced MACE (HR 0.66; 95% CI 0.44–0.99). Baseline serum triglycerides showed similar effect modification. These hypothesis‐generating findings suggest triglyceride‐related genetic variation may identify individuals with differential responses to aspirin.

P. Fransquet, Chenglong Yu, C. Tran et al. · 0 citations
Open access Jul 2026

Diet quality and depressive symptoms in older adults, assessing the effect modification by genetic predisposition and low-grade inflammation: a target trial emulation.

Longitudinal studies have shown an association between diet quality and depression. However, reverse causality, unmeasured confounding, and selection bias remained important limitations. We aim to examine the relationship between diet quality and depression in older adults while addressing these issues and explore modification role of genetic predisposition to depression and low-grade inflammation. We emulated a target trial of dietary interventions using data from the ASPREE cohort. An ultra-processed food (UPF) index and an anti-inflammatory diet measure were extracted from a food frequency questionnaire to quantify diet quality. Depressive symptoms were assessed annually with a Center for Epidemiologic Studies-Depression 10-item score of ≥8. A polygenic score was derived using the latest Psychiatric Genomics Consortium data for major depression. Systemic inflammation was assessed using circulating high-sensitivity C-reactive protein. Inverse probability treatment weighting was applied to balance measured confounders. The effects of diet quality on depressive symptoms were estimated using generalised estimating equations. A total of 7220 participants (52.7% female), aged 70+ years, were followed for a median of 5.7 years. High UPF consumption was associated with a higher risk of depressive symptoms (RR: 1.12, 95% CI: 1.03-1.21), while an anti-inflammatory diet was associated with lower depressive symptoms (RR: 0.93, 95% CI: 0.86-1.00). Genetic predisposition or low-grade inflammation did not modify the observed associations. Higher diet quality is associated with a lower risk of depressive symptoms, independent of genetic predisposition or low-grade inflammation, which may support dietary interventions as a modifiable lifestyle strategy for mental health promotion and prevention in older adults.

B. Mengist, Najmeh Davoodian, M. Lotfaliany et al. · 0 citations