RNA-Seq Dose Response Experiments for Quantification of Off-Target Effects with RNAi Therapeutics

J. Barry, Svetlana Shulga Morskaya, Tuyen Nguyen, Sarah Solomon, K. Fitzgerald, S. Milstein, G. Hinkle
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Abstract

RNAi therapeutics can be designed to silence almost any gene of interest and have demonstrated high levels of efficacy and acceptable safety profiles in pre-clinical and clinical development for cardio-metabolic, hepatic infectious, central nervous system, and rare diseases. Minimizing microRNA-like off-target activity while maintaining on-target silencing is a means to maximize the safety profile. One strategy to mitigate off-target activity is to incorporate thermally destabilizing residues such as glycol nucleic acid in the seed region of the antisense strand of a double-stranded RNA. Here we demonstrate the benefit of this strategy using Alnylam's ESC+ conjugate platform by performing RNA-Seq in dose response to measure both on-target and off-target effects. Diverse measures and visualizations of transcriptomic noise will be presented, as well as estimates of relative on-target to off-target effects as a function of dose. These results show that ESC+ conjugates are capable of simultaneously achieving high levels of on-target silencing while maintaining low levels of transcriptomic noise.
RNA-Seq剂量反应实验用于定量RNAi治疗脱靶效应
RNAi疗法可以被设计成沉默几乎任何感兴趣的基因,并且在心脏代谢、肝脏感染、中枢神经系统和罕见疾病的临床前和临床开发中显示出高水平的有效性和可接受的安全性。最小化类似microrna的脱靶活动,同时保持靶内沉默是最大限度提高安全性的一种手段。减轻脱靶活性的一种策略是在双链RNA的反义链的种子区加入热不稳定残基,如乙二醇核酸。在这里,我们利用Alnylam的ESC+偶联平台,通过在剂量反应中执行RNA-Seq来测量靶上和脱靶效应,证明了该策略的好处。将介绍转录组噪声的各种测量和可视化,以及作为剂量函数的相对靶上和靶外效应的估计。这些结果表明,ESC+缀合物能够同时实现高水平的靶上沉默,同时保持低水平的转录组噪声。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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