Multiancestry transferability of a polygenic risk score for diverticulitis.

IF 3.3 Q2 GASTROENTEROLOGY & HEPATOLOGY BMJ Open Gastroenterology Pub Date : 2024-09-23 DOI:10.1136/bmjgast-2024-001474
Thomas E Ueland, Jonathan D Mosley, Christopher Neylan, John P Shelley, Jamie Robinson, Eric R Gamazon, Lillias Maguire, Richard Peek, Alexander T Hawkins
{"title":"Multiancestry transferability of a polygenic risk score for diverticulitis.","authors":"Thomas E Ueland, Jonathan D Mosley, Christopher Neylan, John P Shelley, Jamie Robinson, Eric R Gamazon, Lillias Maguire, Richard Peek, Alexander T Hawkins","doi":"10.1136/bmjgast-2024-001474","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Polygenic risk scores (PRS) for diverticular disease must be evaluated in diverse cohorts. We sought to explore shared genetic predisposition across the phenome and to assess risk stratification in individuals genetically similar to European, African and Admixed-American reference samples.</p><p><strong>Methods: </strong>A 44-variant PRS was applied to the <i>All of Us</i> Research Program. Phenome-wide association studies (PheWAS) identified conditions linked with heightened genetic susceptibility to diverticular disease. To evaluate the PRS in risk stratification, logistic regression models for symptomatic and for severe diverticulitis were compared with base models with covariates of age, sex, body mass index, smoking and principal components. Performance was assessed using area under the receiver operating characteristic curves (AUROC) and Nagelkerke's R<sup>2</sup>.</p><p><strong>Results: </strong>The cohort comprised 181 719 individuals for PheWAS and 50 037 for risk modelling. PheWAS identified associations with diverticular disease, connective tissue disease and hernias. Across ancestry groups, one SD PRS increase was consistently associated with greater odds of severe (range of ORs (95% CI) 1.60 (1.27 to 2.02) to 1.86 (1.42 to 2.42)) and of symptomatic diverticulitis ((95% CI) 1.27 (1.10 to 1.46) to 1.66 (1.55 to 1.79)) relative to controls. European models achieved the highest AUROC and Nagelkerke's R<sup>2</sup> (AUROC (95% CI) 0.78 (0.75 to 0.81); R<sup>2</sup> 0.25). The PRS provided a maximum R<sup>2</sup> increase of 0.034 and modest AUROC improvement.</p><p><strong>Conclusion: </strong>Associations between a diverticular disease PRS and severe presentations persisted in diverse cohorts when controlling for known risk factors. Relative improvements in model performance were observed, but absolute change magnitudes were modest.</p>","PeriodicalId":9235,"journal":{"name":"BMJ Open Gastroenterology","volume":null,"pages":null},"PeriodicalIF":3.3000,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11418579/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMJ Open Gastroenterology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1136/bmjgast-2024-001474","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Polygenic risk scores (PRS) for diverticular disease must be evaluated in diverse cohorts. We sought to explore shared genetic predisposition across the phenome and to assess risk stratification in individuals genetically similar to European, African and Admixed-American reference samples.

Methods: A 44-variant PRS was applied to the All of Us Research Program. Phenome-wide association studies (PheWAS) identified conditions linked with heightened genetic susceptibility to diverticular disease. To evaluate the PRS in risk stratification, logistic regression models for symptomatic and for severe diverticulitis were compared with base models with covariates of age, sex, body mass index, smoking and principal components. Performance was assessed using area under the receiver operating characteristic curves (AUROC) and Nagelkerke's R2.

Results: The cohort comprised 181 719 individuals for PheWAS and 50 037 for risk modelling. PheWAS identified associations with diverticular disease, connective tissue disease and hernias. Across ancestry groups, one SD PRS increase was consistently associated with greater odds of severe (range of ORs (95% CI) 1.60 (1.27 to 2.02) to 1.86 (1.42 to 2.42)) and of symptomatic diverticulitis ((95% CI) 1.27 (1.10 to 1.46) to 1.66 (1.55 to 1.79)) relative to controls. European models achieved the highest AUROC and Nagelkerke's R2 (AUROC (95% CI) 0.78 (0.75 to 0.81); R2 0.25). The PRS provided a maximum R2 increase of 0.034 and modest AUROC improvement.

Conclusion: Associations between a diverticular disease PRS and severe presentations persisted in diverse cohorts when controlling for known risk factors. Relative improvements in model performance were observed, but absolute change magnitudes were modest.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
憩室炎多基因风险评分的多种族可转移性。
目的:憩室疾病的多基因风险评分(PRS)必须在不同的队列中进行评估。我们试图探索整个表型组的共同遗传易感性,并评估与欧洲、非洲和美国混血参考样本基因相似的个体的风险分层:方法:在 "我们所有人研究计划 "中应用了 44 个变体的 PRS。全表型关联研究(Phenome-wide association studies,PheWAS)确定了与憩室疾病遗传易感性增高相关的条件。为了评估 PRS 在风险分层中的作用,将无症状憩室炎和严重憩室炎的逻辑回归模型与带有年龄、性别、体重指数、吸烟和主成分等协变量的基础模型进行了比较。使用接收者操作特征曲线下面积(AUROC)和纳格尔克R2对结果进行评估:结果:PheWAS 的队列由 181 719 人组成,风险建模的队列由 50 037 人组成。PheWAS确定了与憩室疾病、结缔组织疾病和疝气的关联。在不同血统群体中,相对于对照组,PRS 增加一个 SD 值与更高的严重几率(OR 值范围(95% CI)为 1.60(1.27 至 2.02)至 1.86(1.42 至 2.42))和症状性憩室炎几率((95% CI)为 1.27(1.10 至 1.46)至 1.66(1.55 至 1.79))相关。欧洲模型的AUROC和Nagelkerke's R2最高(AUROC (95% CI) 0.78 (0.75 to 0.81); R2 0.25)。PRS的R2最大增加了0.034,AUROC略有改善:结论:在控制已知风险因素的情况下,憩室疾病 PRS 与严重病症之间的关联在不同队列中持续存在。模型性能有了相对改善,但绝对变化幅度不大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
BMJ Open Gastroenterology
BMJ Open Gastroenterology GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
5.90
自引率
3.20%
发文量
68
审稿时长
2 weeks
期刊介绍: BMJ Open Gastroenterology is an online-only, peer-reviewed, open access gastroenterology journal, dedicated to publishing high-quality medical research from all disciplines and therapeutic areas of gastroenterology. It is the open access companion journal of Gut and is co-owned by the British Society of Gastroenterology. The journal publishes all research study types, from study protocols to phase I trials to meta-analyses, including small or specialist studies. Publishing procedures are built around continuous publication, publishing research online as soon as the article is ready.
期刊最新文献
Development of a nomogram for predicting pancreatic portal hypertension in patients with acute pancreatitis: a retrospective study. Exploring the feasibility of home-delivered capsule endoscopy with 5G support: innovations and carbon footprint insights. Mixed-method Irish study exploring the role of diet in IBD based on an online questionnaire and a patient panel opinion. Patients and clinicians have different priorities when discussing pain in the IBD clinic. Multicentre study to assess the performance of an artificial intelligence instrument to support qualitative diagnosis of colorectal polyps.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1