Tsegaselassie Workalemahu, Jian Ying, Berhanu Gebremeskel G, Tianyuan Lu, April Mohanty, Tali Elfassy, Fasil Tekola-Ayele, Timothy Thornton A, Jordana Cohen, Marguerite Irvin R, Robert Silver M, Michael Varner W, Kristine Yaffe, Myriam Fornage, Donald Lloyd-Jones M, Mario Sims, Daichi Shimbo, Yuichiro Yano, Paul Muntner, Adam Bress
University of Utah Health.
University of Utah.
Res Sq. 2023 Aug 30:rs.3.rs-3228815. doi: 10.21203/rs.3.rs-3228815/v1.
Cardiovascular disease (CVD) is a complex disease, and genetic factors contribute individually or cumulatively to CVD risk. While African American women and men are disproportionately affected by CVD, their lack of representation in genomic investigations may widen disparities in health. We investigated the associations of cardiometabolic polygenic risk scores (PRSs) with CVD risk in African Americans.
We used the Jackson Heart Study, a prospective cohort study of CVD in African American adults and the predicted atherosclerotic cardiovascular disease (ASCVD) 10-year risk. We included 40-79 years old adults without a history of coronary heart disease (CHD) or stroke at baseline. We derived genome-wide PRSs for systolic blood pressure (SBP), diastolic blood pressure (DBP), total cholesterol, LDL cholesterol, hemoglobin A1c (HbA1c), triglycerides, and C-reactive protein (CRP) separately for each of the participants, using African-origin UK Biobank participants' genome-wide association summary statistics. We estimated the associations between PRSs and 10-year predicted ASCVD risk adjusting for age, sex, study visit date, and genetic ancestry using linear and logistic regression models.
Participants (n=2,077) were 63% female and 66% never-smokers. They had mean (SD) 56 (10) years of age, 127.8 (16.3) mmHg SBP, 76.3 (8.7) mmHg DBP, 200.4 (40.2) mg/dL total cholesterol, 51.7 (14.7) mg/dL HDL cholesterol, 127.2 (36.7) mg/dL LDL cholesterol, 6.0 (1.3) mmol/mol HbA1c, 108.9 (81.7) mg/dL triglycerides and 0.53 (1.1) CRP. Their median (interquartile range) predicted 10-year predicted ASCVD risk was 8.0 (4.0-15.0). Participants in the >75 percentile for HbA1c PRS had 1.42 percentage-point greater predicted 10-year ASCVD risk (1.42 [95% CI: 0.58-2.26]) and higher odds of ≥10% predicted 10-year ASCVD risk (OR: 1.46 [95% CI: 1.03-2.07]) compared with those in the <25 percentile for HbA1c PRS. Participants in the >75 percentile for SBP PRS had higher odds of ≥10% predicted 10-year ASCVD risk (OR: 1.52 [95% CI: 1.07-2.15]) compared with those in the <25 percentile for SBP PRS.
Among 40-79 years old African Americans without CHD and stroke, higher PRSs for HbA1c and SBP were associated with CVD risk. PRSs may help stratify individuals based on their clinical risk factors for CVD early prevention and clinical management.
心血管疾病(CVD)是一种复杂疾病,遗传因素单独或累积影响心血管疾病风险。非裔美国女性和男性受心血管疾病影响的比例过高,但他们在基因组研究中的代表性不足可能会扩大健康差距。我们研究了心血管代谢多基因风险评分(PRSs)与非裔美国人心血管疾病风险之间的关联。
我们使用了杰克逊心脏研究,这是一项针对非裔美国成年人心血管疾病的前瞻性队列研究以及预测的动脉粥样硬化性心血管疾病(ASCVD)10年风险。我们纳入了基线时无冠心病(CHD)或中风病史的40 - 79岁成年人。我们使用源自非洲的英国生物银行参与者的全基因组关联汇总统计数据,为每位参与者分别得出收缩压(SBP)、舒张压(DBP)、总胆固醇、低密度脂蛋白胆固醇、糖化血红蛋白(HbA1c)、甘油三酯和C反应蛋白(CRP)的全基因组PRSs。我们使用线性和逻辑回归模型,在调整年龄、性别、研究访视日期和遗传血统后,估计PRSs与10年预测ASCVD风险之间的关联。
参与者(n = 2077)中63%为女性,66%从不吸烟。他们的平均(标准差)年龄为56(10)岁,收缩压为127.8(16.3)mmHg,舒张压为76.3(8.7)mmHg,总胆固醇为200.4(40.2)mg/dL,高密度脂蛋白胆固醇为51.7(14.7)mg/dL,低密度脂蛋白胆固醇为127.2(36.7)mg/dL,糖化血红蛋白为6.0(1.3)mmol/mol,甘油三酯为108.9(81.7)mg/dL,C反应蛋白为0.53(1.1)。他们的10年预测ASCVD风险中位数(四分位间距)为8.0(4.0 - 15.0)。与糖化血红蛋白PRS处于第25百分位数以下的参与者相比,处于第75百分位数以上的参与者预测的10年ASCVD风险高1.42个百分点(1.42 [95%置信区间:0.58 - 2.26]),且预测的10年ASCVD风险≥10%的几率更高(比值比:1.46 [95%置信区间:1.03 - 2.07])。与收缩压PRS处于第25百分位数以下的参与者相比,处于第75百分位数以上的参与者预测的10年ASCVD风险≥10%的几率更高(比值比:1.52 [95%置信区间:1.07 - 2.15])。
在40 - 79岁无冠心病和中风的非裔美国人中,较高的糖化血红蛋白和收缩压PRSs与心血管疾病风险相关。PRSs可能有助于根据个体心血管疾病的临床风险因素进行分层,以实现早期预防和临床管理。