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Estimating genome-wide off-target effects for pyrrole-imidazole polyamide binding by a pathway-based expression profiling approach

机译:通过基于途径的表达分析方法估算吡咯 - 咪唑聚酰胺结合的基因组偏移偏移作用

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摘要

In the search for new pharmaceutical leads, especially with DNA-binding molecules or genome editing methods, the issue of side and off-target effects have always been thorny in nature. A particular case is the investigation into the off-target effects of N-methylpyrrole-N-methylimidazole polyamides, a naturally inspired class of DNA binders with strong affinity to the minor-groove and sequence specificity, but at < 20 bases, their relatively short motifs also insinuate the possibility of non-unique genomic binding. Binding at non-intended loci potentially lead to the rise of off-target effects, issues that very few approaches are able to address to-date. We here report an analytical method to infer off-target binding, via expression profiling, based on probing the relative impact to various biochemical pathways; we also proposed an accompanying side effect prediction engine for the systematic screening of candidate polyamides. This method marks the first attempt in PI polyamide research to identify elements in biochemical pathways that are sensitive to the treatment of a candidate polyamide as an approach to infer possible off-target effects. Expression changes were then considered to assess possible outward phenotypic changes, manifested as side effects, should the same PI polyamide candidate be administered clinically. We validated some of these effects with a series of animal experiments, and found agreeable corroboration in certain side effects, such as changes in aspartate transaminase levels in ICR and nude mice post-administration.
机译:在寻找新的药物铅,特别是具有DNA结合分子或基因组编辑方法,侧面和偏离目标效应的问题一直是棘手的。特定情况是研究N-甲基吡咯-N-甲基咪唑聚酰胺的偏移靶向效果,是一种天然激发的DNA粘合剂,具有较小亲和力的DNA粘合剂和次要沟槽和序列特异性,但在<20个碱基,它们相对较短图案还暗示了非独特基因组结合的可能性。在非预期基因座的绑定可能导致偏离目标效果的兴起,很少几个方法能够解决迄今为止的问题。我们在这里报道了一种分析方法,通过表达分析基于探测对各种生化途径的相对影响来推断出脱靶结合;我们还提出了一种伴随侧效预测引擎,用于系统筛选候选聚酰胺。该方法标志着PI聚酰胺研究中的第一次尝试,以鉴定生化途径中的元素,这些途径对候选聚酰胺的治疗敏感的生物化学途径作为推断可能的偏离目标效应的方法。如果临床施用相同的PI聚酰胺候选者,则认为表达改变是评估可能的向外表型变化,表现为副作用。我们用一系列动物实验验证了一些这些效果,并在某些副作用中发现了令人愉快的粗化,例如ICR和给药后裸鼠的天冬氨酸转氨酶水平的变化。

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