Ambia Julie, Ingle Suzanne M, McGinnis Kathleen, Pantazis Nikos, Silverberg Michael J, Wittkop Linda, Kusejko Katharina, Crane Heidi, van Sighem Ard, Sarcletti Mario, Cozzi-Lepri Alessandro, Domingo Pere, Jarrin Inma, Wyen Christoph, Hessamfar Mojgan, Zhang Lei, Cavassini Matthias, Berenguer Juan, Sterling Timothy R, Reiss Peter, Abgrall Sophie, Gill M John, Justice Amy, Sterne Jonathan A C, Trickey Adam
Population Health Sciences, University of Bristol, Bristol, UK.
VA Connecticut Healthcare System, US Department of Veteran Affairs, West Haven, Connecticut, USA.
Open Forum Infect Dis. 2024 Jun 17;11(7):ofae333. doi: 10.1093/ofid/ofae333. eCollection 2024 Jul.
Predicting cause-specific mortality among people with HIV (PWH) could facilitate targeted care to improve survival. We assessed discrimination of the Veterans Aging Cohort Study (VACS) Index 2.0 in predicting cause-specific mortality among PWH on antiretroviral therapy (ART).
Using Antiretroviral Therapy Cohort Collaboration data for PWH who initiated ART between 2000 and 2018, VACS Index 2.0 scores (higher scores indicate worse prognosis) were calculated around a randomly selected visit date at least 1 year after ART initiation. Missingness in VACS Index 2.0 variables was addressed through multiple imputation. Cox models estimated associations between VACS Index 2.0 and causes of death, with discrimination evaluated using Harrell's C-statistic. Absolute mortality risk was modelled using flexible parametric survival models.
Of 59 741 PWH (mean age: 43 years; 80% male), the mean VACS Index 2.0 at baseline was 41 (range: 0-129). For 2425 deaths over 168 162 person-years follow-up (median: 2.6 years/person), AIDS (n = 455) and non-AIDS-defining cancers (n = 452) were the most common causes. Predicted 5-year mortality for PWH with a mean VACS Index 2.0 score of 38 at baseline was 1% and approximately doubled for every 10-unit increase. The 5-year all-cause mortality C-statistic was .83. Discrimination with the VACS Index 2.0 was highest for deaths resulting from AIDS (0.91), liver-related (0.91), respiratory-related (0.89), non-AIDS infections (0.87), and non-AIDS-defining cancers (0.83), and lowest for suicides/accidental deaths (0.65).
For deaths among PWH, discrimination with the VACS Index 2.0 was highest for deaths with measurable physiological causes and was lowest for suicide/accidental deaths.
预测艾滋病毒感染者(PWH)的特定病因死亡率有助于开展有针对性的治疗以提高生存率。我们评估了退伍军人老龄化队列研究(VACS)指数2.0在预测接受抗逆转录病毒治疗(ART)的PWH特定病因死亡率方面的判别能力。
利用2000年至2018年间开始接受ART的PWH的抗逆转录病毒治疗队列协作数据,在ART开始至少1年后的随机选择就诊日期计算VACS指数2.0评分(评分越高预后越差)。通过多重填补法处理VACS指数2.0变量中的缺失值。Cox模型估计VACS指数2.0与死亡原因之间的关联,使用Harrell's C统计量评估判别能力。使用灵活的参数生存模型对绝对死亡风险进行建模。
在59741名PWH(平均年龄:43岁;80%为男性)中,基线时VACS指数2.0的平均值为41(范围:0 - 129)。在168162人年的随访(中位数:每人2.6年)中有2425例死亡,艾滋病(n = 455)和非艾滋病定义癌症(n = 452)是最常见的死因。基线时VACS指数2.0平均评分为38的PWH的预测5年死亡率为1%,每增加10分大约翻倍。5年全因死亡率的C统计量为0.83。VACS指数2.0对艾滋病导致的死亡(0.91)、肝脏相关死亡(0.91)、呼吸相关死亡(0.89)、非艾滋病感染(0.87)和非艾滋病定义癌症(0.83)的判别能力最高,对自杀/意外死亡的判别能力最低(0.65)。
对于PWH的死亡,VACS指数2.0对有可测量生理原因的死亡判别能力最高,对自杀/意外死亡的判别能力最低。