Division of Transplantation, Department of Surgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama.
Department of Public Health, The University of Tennessee, Knoxville, Tennessee, USA.
AIDS. 2023 Dec 1;37(15):2349-2357. doi: 10.1097/QAD.0000000000003708. Epub 2023 Aug 30.
Accurate estimation of kidney function is critical among persons with HIV (PWH) to avoid under-dosing of antiretroviral therapies and ensure timely referral for kidney transplantation. Existing estimation equations for kidney function include race, the appropriateness of which has been debated. Given advancements in understanding of race and the necessity of accuracy in kidney function estimation, this study aimed to examine whether race, or genetic factors, improved prediction of serum creatinine among PWH.
This cross-sectional study utilized data from the Center for AIDS Research Network of Integrated Clinical Systems cohort (2008-2018). The outcome was baseline serum creatinine.
Ordinary least squares regression was used to examine whether inclusion of race or genetic factors [ apolipoprotein-L1 ( APOL1 ) variants and genetic African ancestry] improved serum creatinine prediction. A reduction in root mean squared error (RMSE) greater than 2% was a clinically relevant improvement in predictive ability.
There were 4183 PWH included. Among PWH whose serum creatinine was less than 1.7 mg/dl, race was significantly associated with serum creatinine ( β = 0.06, SE = 0.01, P < 0.001) but did not improve predictive ability. African ancestry and APOL1 variants similarly failed to improve predictive ability. Whereas, when serum creatinine was at least 1.7 mg/dl, inclusion of race reduced the RMSE by 2.1%, indicating improvement in predictive ability. APOL1 variants further improved predictive ability by reducing the RMSE by 2.9%.
These data suggest that, among PWH, inclusion of race or genetic factors may only be warranted at higher serum creatinine levels. Work eliminating existing healthcare disparities while preserving the utility of estimating equations is needed.
在 HIV 感染者(PWH)中,准确估计肾功能至关重要,这可以避免抗逆转录病毒治疗药物剂量不足,并确保及时转介进行肾移植。现有的肾功能估计方程包括种族因素,但种族因素的适用性一直存在争议。鉴于人们对种族的理解不断深入,以及准确估计肾功能的必要性,本研究旨在探讨种族或遗传因素是否能改善 PWH 的血清肌酐预测值。
这项横断面研究利用了艾滋病研究中心网络综合临床系统队列(2008-2018 年)的数据。结果是基线血清肌酐。
采用普通最小二乘法回归分析,考察纳入种族或遗传因素(载脂蛋白-L1[APOL1]变体和遗传非洲血统)是否能改善血清肌酐的预测值。预测能力的临床相关改善是指均方根误差(RMSE)降低超过 2%。
共纳入 4183 例 PWH。在血清肌酐小于 1.7mg/dl 的 PWH 中,种族与血清肌酐显著相关(β=0.06,SE=0.01,P<0.001),但并未改善预测能力。非洲血统和 APOL1 变体也未能改善预测能力。而当血清肌酐至少为 1.7mg/dl 时,纳入种族可使 RMSE 降低 2.1%,表明预测能力有所提高。APOL1 变体可使 RMSE 进一步降低 2.9%,从而提高预测能力。
这些数据表明,在 PWH 中,只有在血清肌酐水平较高时,纳入种族或遗传因素才是合理的。需要开展工作消除现有的医疗保健差异,同时保持估计方程的实用性。