University of North Carolina Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA.
Clin Transl Sci. 2018 Mar;11(2):226-236. doi: 10.1111/cts.12525. Epub 2017 Dec 3.
Analysis of aging and pharmacogenetics (PGx) on antiretroviral pharmacokinetics (PKs) could inform precision dosing for older human HIV-infected patients. Seventy-four participants receiving either atazanavir/ritonavir (ATV/RTV) or efavirenz (EFV) with tenofovir/emtricitabine (TFV/FTC) provided PK and PGx information. Aging-PGx-PK association and interaction analyses were conducted using one-way analysis of variance (ANOVA), multiple linear regression, and Random Forest ensemble methods. Our analyses associated unbound ATV disposition with multidrug resistance protein (MRP)4, RTV with P-glycoprotein (P-gp), and EFV with cytochrome P450 (CYP)2B6 and MRP4 genetic variants. The clearance and cellular distribution of TFV were associated with P-gp, MRP2, and concentrative nucleoside transporters (CNTs), and FTC parameters were associated with organic cation transporters (OCTs) and MRP2 genetic variants. Notably, p16 expression, a cellular aging marker, predicted EFV and FTC PK when genetic factors were adjusted. Both age and p16 expression interacted with PGx on ATV and TFV disposition, implying potential dose adjustment based on aging may depend on genetic background.
分析衰老和药物遗传学(PGx)对抗逆转录病毒药代动力学(PKs)的影响,可以为老年 HIV 感染患者的精准用药提供信息。74 名接受阿扎那韦/利托那韦(ATV/RTV)或依非韦伦(EFV)联合替诺福韦/恩曲他滨(TFV/FTC)治疗的患者提供了 PK 和 PGx 信息。采用单因素方差分析(ANOVA)、多元线性回归和随机森林集成方法进行衰老-PGx-PK 关联和相互作用分析。我们的分析将未结合的 ATV 处置与多药耐药蛋白(MRP)4、RTV 与 P-糖蛋白(P-gp)以及 EFV 与细胞色素 P450(CYP)2B6 和 MRP4 遗传变异相关联。TFV 的清除率和细胞分布与 P-gp、MRP2 和浓缩核苷转运体(CNTs)相关,FTC 参数与有机阳离子转运体(OCTs)和 MRP2 遗传变异相关。值得注意的是,细胞衰老标志物 p16 的表达在调整遗传因素后可预测 EFV 和 FTC 的 PK。年龄和 p16 表达均与 ATV 和 TFV 处置的 PGx 相互作用,这意味着根据衰老进行剂量调整可能取决于遗传背景。