Triglyceride Polygenic Score Identifies Differential Bleeding and Cardiovascular Risk with Aspirin in Primary Prevention
Fransquet, P. D.; Yu, C.; Tran, C.; Hussain, S. M.; Bousman, C.; Nelson, M. R.; Tonkin, A. M.; McNeil, J. J.; Lacaze, P.
Show abstract
AimsLow-dose aspirin is no longer routinely recommended for primary prevention in older adults because bleeding risks outweigh cardiovascular benefits. We aimed to investigate whether polygenic scores (PGSs) could modify the effects of aspirin on major bleeding and major adverse cardiovascular events (MACE) in a trial of older individuals. MethodsWe conducted post-hoc genetic analysis of the Aspirin in Reducing Events in the Elderly (ASPREE) randomized, placebo-controlled trial in Australia and the United States. Participants aged [≥]70 years ([≥]65 years for U.S. minorities) without cardiovascular disease, dementia, or physical disability were randomized to 100 mg daily aspirin or placebo. Among those with high-quality genotyping data (n=13,571; median follow-up 4.6 years), we tested 572 cardiovascular- and hematologic-related PGSs for interaction with aspirin using Cox proportional hazards models, applying Bonferroni correction. ResultsA triglyceride-related PGS (PGS003144) modified aspirins effect on major bleeding (interaction P=5.9x10-5; Bonferroni-adjusted P=0.034). In the lowest PGS quintile, aspirin increased major bleeding compared with placebo (hazard ratio [HR] 2.28; 95% CI 1.45-3.58) without reducing MACE (HR 1.04; 95% CI 0.67-1.62). In contrast, in the highest quintile, aspirin was associated with lower risks of major bleeding (HR 0.62; 95% CI 0.38-0.97) and MACE (HR 0.66; 95% CI 0.44-0.99). Baseline measured triglyceride levels demonstrated a similar pattern of effect modification. ConclusionA triglyceride-related PGS identifies older adults with divergent bleeding and cardiovascular responses to aspirin, supporting the potential role of genetically-informed strategies for primary cardiovascular prevention. Lay summaryThis study shows that genetic differences related to triglyceride levels may help identify older adults who are more likely to be harmed or to benefit from taking aspirin to prevent heart disease. O_LIIn older adults with certain genetic profiles linked to triglycerides, aspirin increased the risk of serious bleeding without reducing heart attacks or strokes, while in others it was associated with lower risks of both bleeding and cardiovascular events. C_LIO_LIUsing genetic information alongside traditional risk factors could help tailor aspirin use for primary prevention, avoiding unnecessary harm while identifying those most likely to benefit. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=140 SRC="FIGDIR/small/26346656v1_ufig1.gif" ALT="Figure 1"> View larger version (60K): org.highwire.dtl.DTLVardef@7ac690org.highwire.dtl.DTLVardef@8256c2org.highwire.dtl.DTLVardef@10de40corg.highwire.dtl.DTLVardef@f6e5e9_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOFigure, Graphical Abstract:C_FLOATNO Genetic stratification of aspirin benefit and harm using a triglyceride polygenic score. Screening of 572 polygenic scores in the ASPREE trial identified a triglyceride-related PGS that modified aspirin-associated bleeding and cardiovascular risk. Aspirin increased bleeding risk in the lowest PGS quintile but reduced major bleeding and MACE in the highest quintile. Abbreviations: PGS, polygenic score; GI, gastrointestinal; IC, intracranial; MACE, major adverse cardiovascular events. C_FIG
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A polygenic risk score for coronary heart disease performs well in individuals aged 70 years and older 95%
- Coronary Artery Disease Risk of Familial Hypercholesterolemia Genetic Variants Independent of Historical Cholesterol Exposure 94%
- Population genomic screening leads to improved lipid management in patients with familial hypercholesterolemia 93%
Similar papers in this journal
Similar papers in this journal
- Leveraging genetic data to elucidate the relationship between Covid-19 and ischemic stroke 94%
- Age at menopause and the risk of stroke: Observational and Mendelian Randomization analysis in 204,244 postmenopausal women 94%
- Estimating the Population Benefits of Blood Pressure Lowering: A Wide-Angled Mendelian Randomization Study in UK Biobank 93%
Similar papers in this journal
- Genetically Predicted IL-18 Inhibition and Risk of Cardiovascular Events: A Mendelian Randomization Study 93%
- Genetically downregulated interleukin-6 signaling is associated with a favorable cardiometabolic profile: a phenome-wide association study 92%
- Reduction of clonal hematopoiesis mutation burden in coronary patients treated with low-dose colchicine 92%
Similar papers in this journal
- Antithrombin, protein C and protein S: Genome and transcriptome wide association studies identify 7 novel loci regulating plasma levels 95%
- Carotid intima-media thickness in UK Biobank: Identification of novel genome-wide loci, sex-specific effects and genetic correlations with obesity and glucometabolic traits. 93%
- Genetic Variation in Blood Pressure and Lifetime Risk of Peripheral Artery Disease: A Mendelian Randomization Study 92%
"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.