Annals of Epidemiology最新文献

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Editorial: Science, Interrupted. 社论:科学,被打断。
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-19 DOI: 10.1016/j.annepidem.2025.07.026
Patrick S Sullivan, Amy Lansky, Jennifer Evans, Lisa M Lee
{"title":"Editorial: Science, Interrupted.","authors":"Patrick S Sullivan, Amy Lansky, Jennifer Evans, Lisa M Lee","doi":"10.1016/j.annepidem.2025.07.026","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.026","url":null,"abstract":"","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144683551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A realist-informed evaluation of the implementation of complex HIV treatment support strategies for female sex workers living with HIV. 对感染艾滋病毒的女性性工作者实施复杂艾滋病毒治疗支持策略的现实评估。
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-18 DOI: 10.1016/j.annepidem.2025.07.016
Carly A Comins, Mfezi Mcingana, Becky Genberg, Ntambue Mulumba, Elvin Geng, Sharmistha Mishra, Rene Phetlhu, Sita Lujintanon, Lily Shipp, Joel Steingo, Harry Hausler, Stefan Baral, Sheree Schwartz
{"title":"A realist-informed evaluation of the implementation of complex HIV treatment support strategies for female sex workers living with HIV.","authors":"Carly A Comins, Mfezi Mcingana, Becky Genberg, Ntambue Mulumba, Elvin Geng, Sharmistha Mishra, Rene Phetlhu, Sita Lujintanon, Lily Shipp, Joel Steingo, Harry Hausler, Stefan Baral, Sheree Schwartz","doi":"10.1016/j.annepidem.2025.07.016","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.016","url":null,"abstract":"<p><strong>Purpose: </strong>In South Africa, female sex workers (FSW) living with HIV have suboptimal treatment outcomes. The Siyaphambili trial tested two strategies to promote viral suppression. This paper identifies why and under what conditions the strategies were appropriate, feasible, implemented with fidelity, and ultimately effective for FSW living with HIV.</p><p><strong>Methods: </strong>Guided by the Consolidated Framework for Implementation Research, we conducted in-depth interviews with 36 Siyaphambili participants using maximum variation sampling and purposively selected 12 key informant implementors. We generated 'Context+Mechanism=Outcome' configurations using deductive coding and retroductive inference.</p><p><strong>Results: </strong>Overall, strategy appropriateness for FSW reflected how \"the needs of innovation recipients\" enhanced/challenged the \"relative advantage\" of the strategies. Feasibility of implementation resulted from the interaction of the \"work infrastructure\", \"available resources\", and access to \"knowledge and resources,\" which activated/dampened the \"design\" of the strategies. Fidelity of implementation relied on how \"partnerships\", \"relational connections\" and \"communication\" influenced strategy \"complexity\" and \"adaptability.\" Strategy effectiveness depended on the influence of FSW \"capability\" on their \"motivation and opportunity.\"</p><p><strong>Conclusions: </strong>Understanding the conditions in which these strategies did or did not work aids in understanding the why this pragmatic trial failed to achieve anticipated results and informs potential success that can be taken forward to better optimize treatment outcomes for FSW.</p>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144676399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictors of migraine prevalence among different age groups in Hong Kong Chinese women: Machine learning analyses on the MECH-HK cohort. 香港华人女性不同年龄组偏头痛患病率的预测因素:MECH-HK队列的机器学习分析
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-16 DOI: 10.1016/j.annepidem.2025.07.017
Yafei Wu, Harry Qin, Shengnan Wang, Qingling Yang, Yan Zhang, Harry Haoxiang Wang, Yao Jie Xie
{"title":"Predictors of migraine prevalence among different age groups in Hong Kong Chinese women: Machine learning analyses on the MECH-HK cohort.","authors":"Yafei Wu, Harry Qin, Shengnan Wang, Qingling Yang, Yan Zhang, Harry Haoxiang Wang, Yao Jie Xie","doi":"10.1016/j.annepidem.2025.07.017","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.017","url":null,"abstract":"<p><strong>Purpose: </strong>To identify age-specific predictors of migraine prevalence among Chinese women.</p><p><strong>Methods: </strong>In this cross-sectional analysis, 54 predictors were collected from the MECH-HK cohort. Migraine was assessed by the ICHD 3rd edition. Machine learning was employed to select a streamlined subset of predictors. Participants were categorised as young and middle age group (<60 years) and old age group (≥60 years) for analysis.</p><p><strong>Results: </strong>The mean age of participants was 54.3 years. Migraine prevalence was higher in women under 60 than in older women (10.7% vs. 6.0%, P< 0.001). Lasso selected seven (<60 years) and twelve (≥60 years) predictors, respectively. The top three predictors among women under 60 were fatigue, migraine family history, and PSQI, explaining 6.6%, 5.0%, and 4.9% of variation, respectively. Their ORs (95% CIs) were 1.61 (1.37-1.89), 3.93 (2.77-5.57), and 1.29 (1.12-1.48), respectively. For older women, the top three predictors were experience of hunger, smartphone usage time, and migraine family history, explaining 2.0%, 1.8%, and 1.6% of variation, respectively, with ORs (95% CIs) of 2.16 (1.21-3.84), 1.24 (1.03-1.48), and 2.26 (1.16-4.40), respectively.</p><p><strong>Conclusion: </strong>Migraine family history and experience of hunger were shared predictors for migraine prevalence in both ages. Other predictors differentially influence migraine prevalence across ages.</p>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144668908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adverse Childhood Experiences (ACEs) and Adolescent Reproductive Health: Differentiating Household and Community Adversity. 不良童年经历与青少年生殖健康:区分家庭和社区逆境。
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-16 DOI: 10.1016/j.annepidem.2025.07.022
Christine M Forke, Laura G Barr, Laura Sinko, Melissa E Dichter, Peter F Cronholm
{"title":"Adverse Childhood Experiences (ACEs) and Adolescent Reproductive Health: Differentiating Household and Community Adversity.","authors":"Christine M Forke, Laura G Barr, Laura Sinko, Melissa E Dichter, Peter F Cronholm","doi":"10.1016/j.annepidem.2025.07.022","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.022","url":null,"abstract":"<p><strong>Purpose: </strong>To add to existing knowledge on relationships between Conventionally-identified Adverse Childhood Experiences (ACEs) and adolescent reproductive health (ARH) outcomes, we identified contributions of Expanded (community-level) ACEs, integrating measures of ACE co-occurrence and burden.</p><p><strong>Methods: </strong>Secondary analysis of 2012-2013 Philadelphia ACEs data from a population-based adult sample. Weighted regressions, adjusted for age, sex, race/ethnicity, and socioeconomic status, tested associations between Conventional and Expanded ACEs (separately and co-occurring) and ACE burden (lowest to highest exposure) with: early sexarche (<15 years), adolescent pregnancy (<19 years), and unintended adolescent pregnancy.</p><p><strong>Results: </strong>Conventional ACEs showed strong dose-response relationships with all outcomes (aOR range: 2.04-4.96, p<0.05). Expanded ACEs were associated with early sexarche (aOR=2.50; 95%CI: 1.27, 4.94), adolescent pregnancy (aOR=1.69; 95%CI: 1.16, 2.46), and unintended adolescent pregnancy (aOR=1.54; 95%CI: 1.04, 2.29); dose-response patterns were inconsistent. Co-occurring Conventional and Expanded ACEs produced the greatest odds for all outcomes except early sexarche (aOR range: 3.20-14.97, p<0.05).</p><p><strong>Conclusions: </strong>Conventional and Expanded ACEs are important independently and jointly. ARH outcomes peaked when Conventional and Expanded ACEs co-occurred and both exposures were high. Results suggest that Conventional ACEs may be overestimated when assessed in isolation, highlighting the importance of considering Expanded ACEs to minimize bias and target appropriate interventions.</p>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144668907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The risk of alcohol use disorders in young adults with hyperactivity/inattention problems in early adolescence: UK birth cohort study. 青少年早期有多动/注意力不集中问题的年轻人酒精使用障碍的风险:英国出生队列研究
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-15 DOI: 10.1016/j.annepidem.2025.07.018
Dr Berihun Dachew, Getinet Ayano, Rosa Alati
{"title":"The risk of alcohol use disorders in young adults with hyperactivity/inattention problems in early adolescence: UK birth cohort study.","authors":"Dr Berihun Dachew, Getinet Ayano, Rosa Alati","doi":"10.1016/j.annepidem.2025.07.018","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.018","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to examine the association between hyperactivity/inattention problems in early adolescence and the risk of AUDs in young adulthood.</p><p><strong>Methods: </strong>We used data from the Avon Longitudinal Study of Parents and Children (ALSPAC), a population-based prospective cohort based in Bristol, United Kingdom. Logistic regression analyses were used to examine associations. E-values (E) were calculated to estimate the extent of unmeasured confounding.</p><p><strong>Results: </strong>Hyperactivity/ inattention problems in early adolescence were associated with a 1.75-fold increased risk of any AUDs (OR = 1.75, 95% CI: 1.20-2.56; E= 2.90, CI: 1.69) and a 4-fold increased risk of severe alcohol use disorders at age 24 (OR = 4.35, 95% CI: 2.00 - 9.47; E= 8.17, CI: 3.58). We also found a 2.09 (OR = 2.09, 95 % CI: 1.24-3.53; E= 3.60, CI: 1.79) and 1.63-fold (OR = 1.63, 95% CI: 1.07 - 2.49; E= 2.64, CI: 1.34) increased risk of alcohol dependence symptoms and alcohol abuse symptoms at age 24 in offspring who had hyperactivity problems at age 11, respectively. These associations did not differ by sex (P > 0.05).</p><p><strong>Conclusions: </strong>Hyperactivity/ inattention problems in early adolescence were associated with an increased risk of AUDs in adulthood. Unmeasured confounders were unlikely to alter the observed associations. Early identification and treatment of behavioural problems may help reduce the risk of AUDs later in life.</p>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144660986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Leveraging Mediation Analysis as a Tool to Study Mechanisms Underlying Health Inequities. 利用中介分析作为研究卫生不公平机制的工具。
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-13 DOI: 10.1016/j.annepidem.2025.07.002
Judith J M Rijnhart, Ryan J Bailey, Jessica Agbodo, Vishakha Agrawal, Valerie M Rodriguez-Olmo, Jason L Salemi
{"title":"Leveraging Mediation Analysis as a Tool to Study Mechanisms Underlying Health Inequities.","authors":"Judith J M Rijnhart, Ryan J Bailey, Jessica Agbodo, Vishakha Agrawal, Valerie M Rodriguez-Olmo, Jason L Salemi","doi":"10.1016/j.annepidem.2025.07.002","DOIUrl":"https://doi.org/10.1016/j.annepidem.2025.07.002","url":null,"abstract":"<p><strong>Purpose: </strong>To describe three statistical approaches that help gain a comprehensive understanding of mechanisms underlying health inequities: univariate regression analysis, effect modification analysis, and mediation analysis.</p><p><strong>Methods: </strong>We described how univariate regression analysis, effect modification analysis, and mediation analysis can be used to gain insight into mechanisms underlying health inequities. We demonstrated the application of these approaches using a motivating example from the Health and Retirement Study in which we studied the role of education in ethnic disparities in episodic memory.</p><p><strong>Results: </strong>Univariate regression analysis showed that Hispanic individuals on average had lower episodic memory scores compared to non-Hispanic individuals. Effect modification analysis showed that the beneficial effect of education on episodic memory was less strong in Hispanic individuals compared to non-Hispanic individuals. Mediation analysis showed that the ethnic disparity in episodic memory was not only driven by effect modification, but also by differences in the distribution of education years across ethnic groups.</p><p><strong>Conclusion: </strong>The combined study of effect modification and mediation provides a comprehensive understanding of the mechanisms that cause and sustain health inequities. Insight into these mechanisms is crucial to determine targets for interventions and policies aimed at eliminating health inequities.</p>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":" ","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144644079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Race and neighborhood social determinants of premature cancer mortality in California adults, 2015–2021 2015-2021年加州成年人过早癌症死亡率的种族和社区社会决定因素
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-11 DOI: 10.1016/j.annepidem.2025.07.012
Neil A. Maizlish , Paul Simon , Adrienne Damicis , Tracy Delaney , Helen Dowling
{"title":"Race and neighborhood social determinants of premature cancer mortality in California adults, 2015–2021","authors":"Neil A. Maizlish ,&nbsp;Paul Simon ,&nbsp;Adrienne Damicis ,&nbsp;Tracy Delaney ,&nbsp;Helen Dowling","doi":"10.1016/j.annepidem.2025.07.012","DOIUrl":"10.1016/j.annepidem.2025.07.012","url":null,"abstract":"<div><h3>Purpose</h3><div>To investigate social determinants of cancer mortality and effect modification by race/ethnicity, age, sex, and Covid-19 pandemic period in Californian adults.</div></div><div><h3>Methods</h3><div>The Healthy Places Index (HPI) measures neighborhood socioeconomic and environmental conditions, and access to healthcare. We aggregated 224,997 cancer deaths to 2010 census tracts from death certificates and populations from U.S. census, 2015–2021. In this cross-sectional study, we age-adjusted death rates of HPI deciles and examined HPI dose-response with segmental regression.</div></div><div><h3>Results</h3><div>From 2015 to 2019, all-cancer mortality rates declined 5.1 % per HPI decile. The rate ratio between the 1st and 10th decile was 1.67 (CI<sub>95 %</sub>: 1.58–1.77) for all cancers, 2.07 (1.81–2.37) for lung, 1.79 (1.49–2.16) for colorectal, 1.75 (1.28–2.37) for prostate, and 1.22 (1.01–1.48) for breast cancer. The HPI-all-cancer gradient in 2020–2021 was little changed from 2015 to 2019, but rates averaged 8 % lower. Disparities in death rates between race/ethnicity groups were comparable to those between HPI deciles within race/ethnicity groups. The site-specific HPI-attributable percent of mortality was: all cancers (27 %), lung (39 %), prostate (31 %), colorectal (29 %), and breast ((16 %).</div></div><div><h3>Conclusions</h3><div>Disparities in cancer mortality associated with social determinants of health were similar and large before and during the Covid-19 pandemic.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"109 ","pages":"Pages 73-82"},"PeriodicalIF":3.3,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144627663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of two measurement error–correction approaches for assessing the association between choline intake and coronary heart disease prevalence among US community-dwelling adults 两种测量误差校正方法在美国社区居民中评估胆碱摄入量与冠心病患病率之间关系的比较
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-09 DOI: 10.1016/j.annepidem.2025.07.011
Cuiqiong Huo , Yuanyuan Luan , Roger S. Zoh , Nana Gletsu-Miller , Stephen J. Carter , Georgia Frey , Hsien-Chang Lin , Aurelian Bidulescu , See Ling Loy , Marwah Abdalla , Carmen D. Tekwe
{"title":"Comparison of two measurement error–correction approaches for assessing the association between choline intake and coronary heart disease prevalence among US community-dwelling adults","authors":"Cuiqiong Huo ,&nbsp;Yuanyuan Luan ,&nbsp;Roger S. Zoh ,&nbsp;Nana Gletsu-Miller ,&nbsp;Stephen J. Carter ,&nbsp;Georgia Frey ,&nbsp;Hsien-Chang Lin ,&nbsp;Aurelian Bidulescu ,&nbsp;See Ling Loy ,&nbsp;Marwah Abdalla ,&nbsp;Carmen D. Tekwe","doi":"10.1016/j.annepidem.2025.07.011","DOIUrl":"10.1016/j.annepidem.2025.07.011","url":null,"abstract":"<div><h3>Purpose</h3><div>This study compared two measurement error–correction approaches—linear mixed-effects approach to measurement error–correction (MEM) and simulation–extrapolation (SIMEX)—for assessing the association between choline intake and coronary heart disease (CHD) prevalence among United States (US) community-dwelling adults.</div></div><div><h3>Methods</h3><div>Simulations were conducted to evaluate the performances of five estimation approaches: benchmark analysis, 1-day method, average method (AveMethod), MEM, and SIMEX. Data from the National Health and Nutrition Examination Survey (NHANES) were analyzed to determine the relationship between choline intake and CHD prevalence using these methods.</div></div><div><h3>Results</h3><div>Both MEM and SIMEX effectively corrected for measurement error–induced biases; MEM generally outperformed SIMEX except when the standard deviation of true exposure (<span><math><msub><mrow><mi>σ</mi></mrow><mrow><mi>X</mi></mrow></msub></math></span>) exceeded the standard deviation of random measurement error (<span><math><msub><mrow><mi>σ</mi></mrow><mrow><mi>U</mi></mrow></msub></math></span>). Analysis of NHANES data revealed that choline intake was significantly and inversely associated with CHD prevalence using the 1-day method (<span><math><mrow><mi>β</mi></mrow></math></span>= −0.39; 95 % confidence interval: −0.72, −0.05; odds ratio: 0.68). Other approaches did not reveal statistically significant associations.</div></div><div><h3>Conclusions</h3><div>MEM and SIMEX mitigated most measurement error–related biases in the simulations, although MEM demonstrated better overall performance. After correction for measurement error, choline intake was not significantly associated with CHD prevalence.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"109 ","pages":"Pages 65-72"},"PeriodicalIF":3.3,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144621094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A large language model analysis of global inequities in precision medicine research on diabetes 糖尿病精准医学研究中全球不公平现象的大型语言模型分析
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-04 DOI: 10.1016/j.annepidem.2025.06.021
Aamna Soniwala , Sophia Kim , Jill Welkley , Joyce C. Ho , Jithin Sam Varghese
{"title":"A large language model analysis of global inequities in precision medicine research on diabetes","authors":"Aamna Soniwala ,&nbsp;Sophia Kim ,&nbsp;Jill Welkley ,&nbsp;Joyce C. Ho ,&nbsp;Jithin Sam Varghese","doi":"10.1016/j.annepidem.2025.06.021","DOIUrl":"10.1016/j.annepidem.2025.06.021","url":null,"abstract":"<div><h3>Purpose</h3><div>Although nearly 80 % of patients with diabetes live in low- and middle-income countries, it is currently unknown what proportion of precision medicine research is based on these populations. Manual screening of literature is time consuming and resource intensive. Our objective is to characterize the proportionality of diabetes burden and precision medicine research across ten geographic regions using a scalable large language model (LLM) enabled workflow.</div></div><div><h3>Methods</h3><div>An electronic search of PubMed identified titles and abstracts of studies related to precision medicine in diabetes from 2010 to 2023 (n = 129,154). Two reviewers independently labelled a random sub-sample and classified their source populations, and whether these were primary studies of precision medicine in diabetes. Using this labeled data (n = 2196), we developed prompts and selected hyperparameters for GPT-4o. We then used GPT-4o to classify the remaining studies and estimated the ratio of research output to disability adjusted life years [DALY] from the Global Burden of Disease [GBD] study 2021.</div></div><div><h3>Results</h3><div>Of the 15,507 studies identified as precision medicine in diabetes, 33.8 %, 20.9 % and 14.3 % were from North America, Western Europe, and East Asia respectively. The number of studies was the most proportionate to disease burden for North America (0.95 per 1000 DALYs) and Western Europe (0.78 per 1000 DALYs), and the least proportionate for Southeast Asia, South Asia, and Sub-Saharan Africa (0.02 each per 1000 DALYs).</div></div><div><h3>Conclusions</h3><div>Future research investments into omics-based research should prioritize regions outside Western Europe and North America for achieving global equity in diabetes care.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"109 ","pages":"Pages 25-30"},"PeriodicalIF":3.3,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144571083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mortgage discrimination at the intersection of race and sexual orientation and its association with HIV incidence among sexual minority men in the U.S. 美国性少数群体男性中种族和性取向交叉点的抵押贷款歧视及其与艾滋病发病率的关系
IF 3.3 3区 医学
Annals of Epidemiology Pub Date : 2025-07-04 DOI: 10.1016/j.annepidem.2025.06.020
Kyle J. Moon , Brian W. Weir , Koichi Sakakibara , Leslie M. Carson , Marcus O. Reed , Srija Dutta , Daniel I. Alohan , McKinsey Bullock , Antonio Newman , Samuel C.O. Opara , Kamini Doraivelu , Sophia A. Hussen , Sabriya L. Linton
{"title":"Mortgage discrimination at the intersection of race and sexual orientation and its association with HIV incidence among sexual minority men in the U.S.","authors":"Kyle J. Moon ,&nbsp;Brian W. Weir ,&nbsp;Koichi Sakakibara ,&nbsp;Leslie M. Carson ,&nbsp;Marcus O. Reed ,&nbsp;Srija Dutta ,&nbsp;Daniel I. Alohan ,&nbsp;McKinsey Bullock ,&nbsp;Antonio Newman ,&nbsp;Samuel C.O. Opara ,&nbsp;Kamini Doraivelu ,&nbsp;Sophia A. Hussen ,&nbsp;Sabriya L. Linton","doi":"10.1016/j.annepidem.2025.06.020","DOIUrl":"10.1016/j.annepidem.2025.06.020","url":null,"abstract":"<div><h3>Purpose</h3><div>Structural racism and homonegativity influence access to housing and shape the HIV risk environment. We assess disparities in mortgage loan denial and evaluate the association of intersectional mortgage discrimination with HIV incidence among sexual minority men (SMM) across U.S. counties.</div></div><div><h3>Methods</h3><div>Using loan applications from 2018–2022, we conducted a decomposition analysis to measure national disparities in mortgage denial by race and sexual orientation. We then constructed a county-level measure of mortgage discrimination against Black same-sex male couples using mixed-effects logistic regression, and we evaluated its association with HIV incidence among SMM in 2022 using Poisson regression adjusted for county-level covariates.</div></div><div><h3>Results</h3><div>Mortgage loan denial was 14.9 percentage points higher among Black same-sex couples (22.0 %) than White heterosexual couples (7.1 %). HIV incidence rate among SMM was 26 % [95 % CI: 22, 30] higher in counties in the highest versus lowest tertile of intersectional mortgage discrimination.</div></div><div><h3>Conclusions</h3><div>Contemporary forces of structural racism and homonegativity continue to influence housing access, evidenced by higher loan denial for Black same-sex male couples versus White heterosexual couples. Such discrimination may contribute to the population-level burden of HIV. Anti-discrimination policies that increase access to housing for Black sexual minority men may aid in addressing HIV inequities.</div></div>","PeriodicalId":50767,"journal":{"name":"Annals of Epidemiology","volume":"109 ","pages":"Pages 38-45"},"PeriodicalIF":3.3,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144568046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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