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在体功能特征分析及计算机预测胆酸和药物转运蛋白 Na-牛磺胆酸钠共转运多肽(NTCP, )中的罕见遗传变异。

In Vitro Functional Characterization and in Silico Prediction of Rare Genetic Variation in the Bile Acid and Drug Transporter, Na-Taurocholate Cotransporting Polypeptide (NTCP, ).

机构信息

Department of Physiology & Pharmacology, Western University, Medical Sciences Building, Rm 216, N6A 5C1 London, Ontario, Canada.

Department of Physiology and Pharmacology, Karolinska Institutet, SE-171 77 Stockholm, Sweden.

出版信息

Mol Pharm. 2020 Apr 6;17(4):1170-1181. doi: 10.1021/acs.molpharmaceut.9b01200. Epub 2020 Mar 10.

Abstract

Na-taurocholate cotransporting polypeptide (NTCP, ) is a key hepatic uptake transporter for bile acids and drugs and is the main functional receptor for hepatitis B and D viruses. Next-generation sequencing has revealed that a large number of rare variants exist in the population. Little data exist regarding head-to-head comparison of in silico algorithms to predict functional effects of pharmacogenetic variants when compared to direct in vitro functional assessment. This study aimed at characterizing rare variants in vitro and to assess the performance of seven in silico algorithms to predict the observed functional impacts. Thirty-five previously uncharacterized, rare, missense variants were transiently expressed in human embryonic kidney 293 type T (HEK293T) cells. NCTP protein expression as well as uptake of substrates taurocholic acid (TCA) and rosuvastatin were assessed. Substrate-specific effects were observed for NTCP G191R, with TCA and rosuvastatin transport observed at 89 and 8% of wild-type (WT) uptake, respectively. Significantly reduced transport of TCA and rosuvastatin was observed for 19 variants ( < 0.05), with seven variants displaying decreased protein expression and marked reduction in transport of both substrates (0-13% of WT uptake, < 0.0001). Performance of in silico algorithms to predict in vitro uptake, assessed using the area under the receiver operating characteristic curves (AUC), ranged from 0.69 to 0.97 and 0.72 to 0.84 for TCA and rosuvastatin uptake, respectively. In conclusion, we identified rare variants with significantly reduced NTCP expression and function. We demonstrated that no algorithm performed robustly enough to replace functional study in vitro, particularly given the broad substrate specificity of many pharmacogenes.

摘要

钠离子-牛磺胆酸共转运多肽(NTCP,)是胆汁酸和药物的关键肝摄取转运体,也是乙型和丙型肝炎病毒的主要功能性受体。下一代测序显示,人群中存在大量罕见的变体。与直接体外功能评估相比,关于预测药物遗传学变体的功能影响的计算机算法的头对头比较的相关数据很少。本研究旨在对体外罕见变体进行特征描述,并评估七种计算机算法预测观察到的功能影响的性能。35 种以前未表征的罕见错义变体在人胚肾 293 型 T(HEK293T)细胞中瞬时表达。评估 NCTP 蛋白表达以及牛磺胆酸(TCA)和瑞舒伐他汀的摄取。观察到 NTCP G191R 的底物特异性作用,TCA 和瑞舒伐他汀的转运分别为野生型(WT)摄取的 89%和 8%。观察到 19 种变体(<0.05)的 TCA 和瑞舒伐他汀转运显著降低,其中 7 种变体显示蛋白表达降低和两种底物转运明显减少(WT 摄取的 0-13%,<0.0001)。使用接受者操作特征曲线(AUC)下的面积评估计算机算法预测体外摄取的性能,范围分别为 TCA 和瑞舒伐他汀摄取的 0.69-0.97 和 0.72-0.84。总之,我们鉴定了具有明显降低的 NTCP 表达和功能的罕见变体。我们证明,没有一种算法能够足够稳健地替代体外功能研究,特别是考虑到许多药物基因的广泛底物特异性。

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