Multiancestry transferability of a polygenic risk score for diverticulitis

被引:0
作者
Ueland, Thomas E. [1 ]
Mosley, Jonathan D. [2 ,3 ]
Neylan, Christopher [4 ]
Shelley, John P. [1 ]
Robinson, Jamie [3 ,5 ]
Gamazon, Eric R. [6 ]
Maguire, Lillias [4 ]
Peek, Richard [7 ]
Hawkins, Alexander T. [8 ]
机构
[1] Vanderbilt Univ, Sch Med, Nashville, TN 37235 USA
[2] Vanderbilt Univ, Med Ctr, Dept Internal Med, Nashville, TN USA
[3] Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN USA
[4] Univ Penn, Dept Surg, Philadelphia, PA USA
[5] Vanderbilt Univ, Med Ctr, Dept Pediat Surg, Nashville, TN USA
[6] Vanderbilt Univ, Med Ctr, Vanderbilt Genet Inst, Dept Med,Div Genet Med, Nashville, TN USA
[7] Vanderbilt Univ, Med Ctr, Div Gastroenterol Hepatol & Nutr, Nashville, TN USA
[8] Vanderbilt Univ, Med Ctr, Div Gen Surg, Sect Colon & Rectal Surg, Nashville, TN USA
基金
美国国家卫生研究院;
关键词
DIVERTICULAR DISEASE; GENETIC POLYMORPHISMS; SURGICAL RESECTION; DISEASE; ASSOCIATION;
D O I
10.1136/bmjgast-2024-001474
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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.
引用
收藏
页数:10
相关论文
共 56 条
[1]   The "All of Us" Research Program [J].
Denny J.C. ;
Rutter J.L. ;
Goldstein D.B. ;
Philippakis A. ;
Smoller J.W. ;
Jenkins G. ;
Dishman E. .
NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (07) :668-676
[2]   R PheWAS: data analysis and plotting tools for phenome-wide association studies in the R environment [J].
Carroll, Robert J. ;
Bastarache, Lisa ;
Denny, Joshua C. .
BIOINFORMATICS, 2014, 30 (16) :2375-2376
[3]   Second-generation PLINK: rising to the challenge of larger and richer datasets [J].
Chang, Christopher C. ;
Chow, Carson C. ;
Tellier, Laurent C. A. M. ;
Vattikuti, Shashaank ;
Purcell, Shaun M. ;
Lee, James J. .
GIGASCIENCE, 2015, 4
[4]  
Committee on the Use of Race
[5]  
Ethnicity and Ancestry as Population Descriptors in Genomics Research
[6]  
Board on Health Sciences Policy
[7]  
Committee on Population
[8]  
Health and Medicine Division
[9]  
Division of Behavioral and Social Sciences and Education
[10]  
National Academies of Sciences Engineering and Medicine, 2023, Using Population Descriptors in Genetics and Genomics Research: A New Framework for an Evolving Field