{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T07:36:15Z","timestamp":1792654575696,"version":"4.5.0"},"reference-count":30,"publisher":"American Medical Association (AMA)","issue":"11","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Oncol"],"published-print":{"date-parts":[[2025,11,1]]},"abstract":"<jats:sec>\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>The role of low-dose aspirin (LDA) in cancer prevention among older adults is unclear. Identifying individuals likely to experience benefit or harm is crucial for guiding personalized prevention strategies.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To identify subgroups of the older population who may benefit most from LDA for cancer prevention by developing and validating an effect score model, including individual characteristics such as clonal hematopoiesis of indeterminate potential (CHIP) and other factors, to predict the individualized treatment effects (ITEs) of LDA in cancer incidence.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>This comparative effectiveness study is a nonprespecified secondary analysis of the Aspirin in Reducing Events in the Elderly (ASPREE) randomized clinical trial conducted between 2010 and 2014. Australian community-dwelling ASPREE participants (aged \u226570 years) provided biospecimen samples for CHIP testing. CHIP was measured in 18 genes using a targeted sequencing assay. Analyses were conducted between May 2023 and July 2025.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Exposures<\/jats:title>\n                    <jats:p>LDA (100 mg per day) or placebo.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>The primary outcome was overall cancer incidence at 5 years. Twelve candidate models for predicting ITEs were assessed; the final model was selected to maximize cancer risk reduction and internally validated using bootstrapping. Participants were grouped into treatment-favorable (ITE &amp;amp;gt;0) and treatment-unfavorable (ITE &amp;amp;lt;0) subgroups based on the final predictive model.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      A total of 9350 participants were included in the analysis (median age, 73.7 [IQR, 71.6-77.1] years; 5021 females [53.7%]) to LDA (4667 [49.9%]) or placebo (4683 [50.1%]). The median follow-up was 4.5 (IQR, 3.3-5.5) years. Factors associated with LDA benefit included older age, nonsmoking status, CHIP with a variant allele frequency of 10% or greater, family history of cancer, and lower body mass index. CHIP was the strongest predictor of benefit. Personalized treatment based on the model improved 5-year absolute cancer risk reduction by a median of 2.3% (IQR, 0.7%-3.7%) compared with a treat-all approach (LDA to all participants). LDA was associated with lower cancer risk (hazard ratio [HR], 0.85 [95% CI, 0.72-1.00]) in the treatment-favorable subgroup and higher cancer risk (HR, 1.14 [95% CI, 0.95-1.38]) in the treatment-unfavorable subgroup (\n                      <jats:italic>P<\/jats:italic>\n                      \u2009=\u2009.02 for heterogeneity).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>The findings of this study suggest significant heterogeneity in the effectiveness of LDA for cancer prevention among older adults, with CHIP identified as a key predictive factor. Further study is needed to fully understand the implications of these findings.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Trial Registration<\/jats:title>\n                    <jats:p>\n                      ClinicalTrials.gov Identifier:\n                      <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"https:\/\/clinicaltrials.gov\/study\/NCT01038583\">NCT01038583<\/jats:ext-link>\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamaoncol.2025.3593","type":"journal-article","created":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T15:31:08Z","timestamp":1758814268000},"page":"1348","source":"Crossref","is-referenced-by-count":8,"title":["Low-Dose Aspirin for Individualized Cancer Prevention in Older Adults"],"prefix":"10.1001","volume":"11","author":[{"given":"Le Thi Phuong","family":"Thao","sequence":"first","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tri-Long","family":"Nguyen","sequence":"additional","affiliation":[{"name":"Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jasmine","family":"Singh","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"},{"name":"Department of Hematology, Fiona Stanley Hospital, Perth, Western Australia, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sean G.","family":"Byars","sequence":"additional","affiliation":[{"name":"Australian Centre for Blood Diseases, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander G.","family":"Bick","sequence":"additional","affiliation":[{"name":"Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leslie","family":"Ford","sequence":"additional","affiliation":[{"name":"Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Bethesda, Maryland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Gibbs","sequence":"additional","affiliation":[{"name":"Personalised Oncology Division, Walter and Elize Hall Institute, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John J.","family":"McNeil","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anne M.","family":"Murray","sequence":"additional","affiliation":[{"name":"Berman Center for Outcomes and Clinical Research, Hennepin Health Research Institute, Hennepin Healthcare and University of Minnesota, Minneapolis"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Suzanne G.","family":"Orchard","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James","family":"Phung","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Asad","family":"Umar","sequence":"additional","affiliation":[{"name":"Gastrointestinal and Other Cancers Research Group, Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, Maryland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erica M.","family":"Wood","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"},{"name":"Department of Hematology, Fiona Stanley Hospital, Perth, Western Australia, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robyn L.","family":"Woods","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul","family":"Lacaze","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew T.","family":"Chan","sequence":"additional","affiliation":[{"name":"Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David J.","family":"Curtis","sequence":"additional","affiliation":[{"name":"Australian Centre for Blood Diseases, Monash University, Melbourne, Victoria, Australia"},{"name":"Department of Clinical Haematology, Alfred Health, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zoe K.","family":"McQuilten","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"},{"name":"Department of Hematology, Fiona Stanley Hospital, Perth, Western Australia, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rory","family":"Wolfe","sequence":"additional","affiliation":[{"name":"School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","reference":[{"key":"coi250056r1","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1146\/annurev-med-060319-120913","article-title":"Aspirin in the prevention of colorectal neoplasia.","volume":"72","author":"Drew","year":"2021","journal-title":"Annu Rev Med"},{"issue":"2","key":"coi250056r2","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1053\/j.gastro.2019.06.047","article-title":"Chemoprevention of colorectal cancer.","volume":"158","author":"Katona","year":"2020","journal-title":"Gastroenterology"},{"issue":"9826","key":"coi250056r3","doi-asserted-by":"publisher","first-page":"1602","DOI":"10.1016\/S0140-6736(11)61720-0","article-title":"Short-term effects of daily aspirin on cancer incidence, mortality, and non-vascular death: analysis of the time course of risks and benefits in 51 randomised controlled trials.","volume":"379","author":"Rothwell","year":"2012","journal-title":"Lancet"},{"issue":"6","key":"coi250056r4","doi-asserted-by":"publisher","first-page":"1403","DOI":"10.1093\/annonc\/mds113","article-title":"Aspirin and cancer risk: a quantitative review to 2011.","volume":"23","author":"Bosetti","year":"2012","journal-title":"Ann Oncol"},{"issue":"16","key":"coi250056r5","doi-asserted-by":"publisher","first-page":"1598","DOI":"10.1001\/jama.2022.3385","article-title":"Aspirin use to prevent cardiovascular disease and colorectal cancer: updated modeling study for the US Preventive Services Task Force.","volume":"327","author":"Dehmer","year":"2022","journal-title":"JAMA"},{"issue":"3","key":"coi250056r6","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1093\/jnci\/djaa114","article-title":"Effect of aspirin on cancer incidence and mortality in older adults.","volume":"113","author":"McNeil","year":"2021","journal-title":"J Natl Cancer Inst"},{"issue":"13","key":"coi250056r7","doi-asserted-by":"publisher","first-page":"1063","DOI":"10.1001\/jama.2023.3576","article-title":"Toward personalizing care: assessing heterogeneity of treatment effects in randomized trials.","volume":"329","author":"Dahabreh","year":"2023","journal-title":"JAMA"},{"issue":"14","key":"coi250056r8","doi-asserted-by":"publisher","first-page":"1225","DOI":"10.1001\/jama.2024.3376","article-title":"Using effect scores to characterize heterogeneity of treatment effects.","volume":"331","author":"Wang","year":"2024","journal-title":"JAMA"},{"issue":"14","key":"coi250056r9","doi-asserted-by":"publisher","first-page":"3771","DOI":"10.1182\/bloodadvances.2024013228","article-title":"Clonal hematopoiesis of indeterminate potential as a prognostic factor: a systematic review and meta-analysis.","volume":"8","author":"Singh","year":"2024","journal-title":"Blood Adv"},{"issue":"16","key":"coi250056r10","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1056\/NEJMoa1800722","article-title":"Effect of aspirin on disability-free survival in the healthy elderly.","volume":"379","author":"McNeil","year":"2018","journal-title":"N Engl J Med"},{"issue":"2","key":"coi250056r11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0294743","article-title":"The ASPREE Healthy Ageing Biobank: methodology and participant characteristics.","volume":"19","author":"Parker","year":"2024","journal-title":"PLoS One"},{"issue":"2","key":"coi250056r12","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1016\/j.cct.2013.09.014","article-title":"Study design of Aspirin in Reducing Events in the Elderly (ASPREE): a randomized, controlled trial.","volume":"36","author":"ASPREE Investigator Group","year":"2013","journal-title":"Contemp Clin Trials"},{"issue":"7939","key":"coi250056r13","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1038\/s41586-022-05448-9","article-title":"Common and rare variant associations with clonal haematopoiesis phenotypes.","volume":"612","author":"Kessler","year":"2022","journal-title":"Nature"},{"issue":"3","key":"coi250056r14","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1177\/1747493017741383","article-title":"The Aspirin in Reducing Events in the Elderly trial: statistical analysis plan.","volume":"13","author":"Wolfe","year":"2018","journal-title":"Int J Stroke"},{"key":"coi250056r15","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.jclinepi.2020.05.022","article-title":"Counterfactual clinical prediction models could help to infer individualized treatment effects in randomized controlled trials: an illustration with the International Stroke Trial.","volume":"125","author":"Nguyen","year":"2020","journal-title":"J Clin Epidemiol"},{"issue":"1","key":"coi250056r16","doi-asserted-by":"publisher","first-page":"35","DOI":"10.7326\/M18-3667","article-title":"The Predictive Approaches to Treatment effect Heterogeneity (PATH) Statement.","volume":"172","author":"Kent","year":"2020","journal-title":"Ann Intern Med"},{"issue":"8","key":"coi250056r18","doi-asserted-by":"publisher","first-page":"1188","DOI":"10.1002\/sim.9665","article-title":"Measuring the performance of prediction models to personalize treatment choice.","volume":"42","author":"Efthimiou","year":"2023","journal-title":"Stat Med"},{"issue":"3","key":"coi250056r19","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1097\/EDE.0000000000000991","article-title":"Selecting optimal subgroups for treatment using many covariates.","volume":"30","author":"VanderWeele","year":"2019","journal-title":"Epidemiology"},{"issue":"14","key":"coi250056r20","doi-asserted-by":"publisher","first-page":"1195","DOI":"10.1001\/jama.2024.2933","article-title":"Individualized treatment effects of oxygen targets in mechanically ventilated critically ill adults.","volume":"331","author":"Buell","year":"2024","journal-title":"JAMA"},{"issue":"549","key":"coi250056r21","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1080\/01621459.2024.2393466","article-title":"Evaluating treatment prioritization rules via rank-weighted average treatment effects.","volume":"120","author":"Yadlowsky","year":"2025","journal-title":"J Am Stat Assoc"},{"key":"coi250056r22","doi-asserted-by":"publisher","DOI":"10.1016\/j.critrevonc.2023.104187","article-title":"Clonal hematopoiesis and inflammation: a review of mechanisms and clinical implications.","volume":"192","author":"Nathan","year":"2023","journal-title":"Crit Rev Oncol Hematol"},{"issue":"3-4","key":"coi250056r23","doi-asserted-by":"publisher","first-page":"572","DOI":"10.1089\/ars.2006.8.572","article-title":"The molecular inflammatory process in aging.","volume":"8","author":"Chung","year":"2006","journal-title":"Antioxid Redox Signal"},{"issue":"10","key":"coi250056r24","doi-asserted-by":"publisher","first-page":"1354","DOI":"10.1001\/jamaoncol.2024.2503","article-title":"Aspirin use and incidence of colorectal cancer according to lifestyle risk.","volume":"10","author":"Sikavi","year":"2024","journal-title":"JAMA Oncol"},{"issue":"9","key":"coi250056r25","doi-asserted-by":"publisher","first-page":"4877","DOI":"10.21873\/anticanres.13673","article-title":"Effects of colorectal cancer risk factors on the association between aspirin and colorectal cancer.","volume":"39","author":"Seaton","year":"2019","journal-title":"Anticancer Res"},{"issue":"10145","key":"coi250056r26","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1016\/S0140-6736(18)31133-4","article-title":"Effects of aspirin on risks of vascular events and cancer according to bodyweight and dose: analysis of individual patient data from randomised trials.","volume":"392","author":"Rothwell","year":"2018","journal-title":"Lancet"},{"issue":"16","key":"coi250056r27","doi-asserted-by":"publisher","first-page":"4790","DOI":"10.1158\/0008-5472.CAN-18-0326","article-title":"Influence of smoking, body mass index, and other factors on the preventive effect of nonsteroidal anti-inflammatory drugs on colorectal cancer risk.","volume":"78","author":"Wang","year":"2018","journal-title":"Cancer Res"},{"issue":"11","key":"coi250056r28","doi-asserted-by":"publisher","first-page":"1755","DOI":"10.1136\/gutjnl-2013-305827","article-title":"The preventive effects of low-dose enteric-coated aspirin tablets on the development of colorectal tumours in Asian patients: a randomised trial.","volume":"63","author":"Ishikawa","year":"2014","journal-title":"Gut"},{"issue":"14","key":"coi250056r29","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1016\/j.jacc.2022.07.027","article-title":"Aspirin for primary prevention of cardiovascular events in relation to lipoprotein(a) genotypes.","volume":"80","author":"Lacaze","year":"2022","journal-title":"J Am Coll Cardiol"},{"issue":"3","key":"coi250056r30","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1001\/jamaoncol.2020.7338","article-title":"Aspirin use and risk of colorectal cancer among older adults.","volume":"7","author":"Guo","year":"2021","journal-title":"JAMA Oncol"},{"key":"coi250056r17","unstructured":"Body mass index among adults. World Health Organization. Accessed August 18, 2025. https:\/\/www.who.int\/data\/gho\/data\/themes\/topics\/indicator-groups\/indicator-group-details\/GHO\/bmi-among-adults"}],"container-title":["JAMA Oncology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamaoncology\/articlepdf\/2839160\/jamaoncology_thao_2025_oi_250056_1763138454.51158.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T16:02:17Z","timestamp":1763654537000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamaoncology\/fullarticle\/2839160"}},"subtitle":["A Secondary Analysis of the ASPREE Randomized Clinical Trial"],"short-title":[],"issued":{"date-parts":[[2025,11,1]]},"references-count":30,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2025,11,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamaoncol.2025.3593","relation":{},"ISSN":["2374-2437"],"issn-type":[{"value":"2374-2437","type":"print"}],"subject":[],"published":{"date-parts":[[2025,11,1]]}}}