National Center for Toxicological Research (NCTR), U.S. Food and Drug Administration (FDA), Jefferson, AR, USA.
Expert Opin Drug Metab Toxicol. 2022 Feb;18(2):151-163. doi: 10.1080/17425255.2022.2054802. Epub 2022 Mar 30.
Drug efficacy and toxicity are important factors for evaluation in drug development. Drug metabolizing enzymes and transporters (DMETs) play an essential role in drug efficacy and toxicity. Noncoding RNAs (ncRNAs) have been implicated to influence inter-individual variations in drug efficacy and safety by regulating DMETs. An efficient strategy is urgently needed to identify and functionally characterize ncRNAs that mediate drug efficacy and toxicity through regulating DMETs.
We outline an integrative strategy to identify ncRNAs that modulate DMETs. We include reliable tools and databases for computational prediction of ncRNA targets with regard to their advantages and limitations. Various biochemical, molecular, and cellular assays are discussed for in vitro experimental verification of the regulatory function of ncRNAs. In vivo approaches for association of ncRNAs with drug treatment and toxicity are also reviewed.
A streamlined integration of computational prediction and wet-lab validation is important to elucidate mechanisms of ncRNAs in the regulation of DMETs related to drug efficacy and safety. Bioinformatic analyses using open-access tools and databases serve as a powerful booster for ncRNA Research in toxicology. Further refinement of computational algorithms and experimental technologies is needed to improve accuracy and efficiency in ncRNA target identification and characterization.
药物疗效和毒性是药物开发中评估的重要因素。药物代谢酶和转运体(DMETs)在药物疗效和毒性中起着至关重要的作用。非编码 RNA(ncRNA)通过调节 DMETs 被认为会影响药物疗效和安全性的个体间差异。因此,迫切需要一种有效的策略来识别和功能表征通过调节 DMETs 来介导药物疗效和毒性的 ncRNA。
我们概述了一种鉴定调节 DMETs 的 ncRNA 的综合策略。我们包括用于计算预测 ncRNA 靶标的可靠工具和数据库,以及它们的优缺点。讨论了各种生化、分子和细胞测定方法,用于体外实验验证 ncRNA 对 DMETs 的调节功能。还回顾了与药物治疗和毒性相关的 ncRNA 与体内方法的关联。
计算预测和湿实验室验证的简化集成对于阐明与药物疗效和安全性相关的 DMETs 调节中的 ncRNA 机制非常重要。使用开放访问工具和数据库的生物信息学分析为毒理学中的 ncRNA 研究提供了强大的助推器。需要进一步改进计算算法和实验技术,以提高 ncRNA 靶标识别和表征的准确性和效率。