Division of General Internal Medicine Massachusetts General Hospital Boston MA.
Division of Infectious Diseases Massachusetts General Hospital Boston MA.
J Am Heart Assoc. 2024 May 21;13(10):e029228. doi: 10.1161/JAHA.123.029228. Epub 2024 May 18.
Established cardiovascular disease (CVD) risk prediction functions may not accurately predict CVD risk in people with HIV. We assessed the performance of 3 CVD risk prediction functions in 2 HIV cohorts.
CVD risk scores were calculated in the Mass General Brigham and Kaiser Permanente Northern California HIV cohorts, using the American College of Cardiology/American Heart Association atherosclerotic CVD function, the FHS (Framingham Heart Study) hard coronary heart disease function and the Framingham Heart Study hard CVD function. Outcomes were myocardial infarction or coronary death for FHS hard coronary heart disease function; and myocardial infarction, stroke, or coronary death for American College of Cardiology/American Heart Association and FHS hard CVD function. We calculated regression coefficients and assessed discrimination and calibration by sex; predicted to observed risk of outcome was also compared. In the combined cohort of 9412, 158 (1.7%) had a coronary heart disease event, and 309 (3.3%) had a CVD event. Among women, CVD risk was generally underestimated by all 3 risk functions. Among men, CVD risk was underestimated by the American College of Cardiology/American Heart Association and FHS hard CVD function, but overestimated by the FHS hard coronary heart disease function. Calibration was poor for women using the FHS hard CVD function and for men using all functions. Discrimination in all functions was good for women (c-statistics ranging from 0.78 to 0.90) and moderate for men (c-statistics ranging from 0.71 to 0.72).
Established CVD risk prediction functions generally underestimate risk in people with HIV. Differences in model performance by sex underscore the need for both HIV-specific and sex-specific functions. Development of CVD risk prediction models tailored to HIV will enhance care for aging people with HIV.
已建立的心血管疾病(CVD)风险预测函数可能无法准确预测 HIV 患者的 CVD 风险。我们评估了 3 种 CVD 风险预测函数在 2 个 HIV 队列中的表现。
使用美国心脏病学会/美国心脏协会动脉粥样硬化 CVD 函数、弗雷明汉心脏研究硬冠心病函数和弗雷明汉心脏研究硬 CVD 函数,在马萨诸塞州综合医院-布里格姆和 Kaiser Permanente 北加利福尼亚 HIV 队列中计算 CVD 风险评分。结果是弗雷明汉心脏研究硬冠心病函数的心肌梗死或冠心病死亡;美国心脏病学会/美国心脏协会和弗雷明汉心脏研究硬 CVD 函数的心肌梗死、中风或冠心病死亡。我们计算了回归系数,并按性别评估了区分度和校准度;还比较了预测与观察结果风险的差异。在 9412 例联合队列中,158 例(1.7%)发生冠心病事件,309 例(3.3%)发生 CVD 事件。在女性中,所有 3 种风险函数通常低估 CVD 风险。在男性中,美国心脏病学会/美国心脏协会和弗雷明汉心脏研究硬 CVD 函数低估了 CVD 风险,但弗雷明汉心脏研究硬冠心病函数高估了 CVD 风险。女性使用弗雷明汉心脏研究硬 CVD 函数和男性使用所有函数的校准效果均较差。所有函数的女性区分度均较好(C 统计量范围为 0.78 至 0.90),男性中度(C 统计量范围为 0.71 至 0.72)。
已建立的 CVD 风险预测函数通常低估了 HIV 患者的风险。按性别划分的模型表现差异突出了 HIV 特异性和性别特异性函数的必要性。开发针对 HIV 的 CVD 风险预测模型将增强对老龄化 HIV 患者的护理。