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基因座特异性表观遗传药物敏感性。

Loci specific epigenetic drug sensitivity.

机构信息

Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, CA, USA.

Departments of Integrative Biology and Physiology and Chemistry and Biochemistry, University of California UCLA, CA, USA.

出版信息

Nucleic Acids Res. 2020 May 21;48(9):4797-4810. doi: 10.1093/nar/gkaa210.

Abstract

Therapeutic targeting of epigenetic modulators offers a novel approach to the treatment of multiple diseases. The cellular consequences of chemical compounds that target epigenetic regulators (epi-drugs) are complex. Epi-drugs affect global cellular phenotypes and cause local changes to gene expression due to alteration of a gene chromatin environment. Despite increasing use in the clinic, the mechanisms responsible for cellular changes are unclear. Specifically, to what degree the effects are a result of cell-wide changes or disease related locus specific effects is unknown. Here we developed a platform to systematically and simultaneously investigate the sensitivity of epi-drugs at hundreds of genomic locations by combining DNA barcoding, unique split-pool encoding, and single cell expression measurements. Internal controls are used to isolate locus specific effects separately from any global consequences these drugs have. Using this platform we discovered wide-spread loci specific sensitivities to epi-drugs for three distinct epi-drugs that target histone deacetylase, DNA methylation and bromodomain proteins. By leveraging ENCODE data on chromatin modification, we identified features of chromatin environments that are most likely to be affected by epi-drugs. The measurements of loci specific epi-drugs sensitivities will pave the way to the development of targeted therapy for personalized medicine.

摘要

治疗性靶向表观遗传调节剂为治疗多种疾病提供了一种新方法。靶向表观遗传调节剂的化学化合物(表观遗传学药物)的细胞后果是复杂的。表观遗传学药物会影响全局细胞表型,并由于基因染色质环境的改变而导致局部基因表达的变化。尽管在临床上的应用越来越多,但负责细胞变化的机制尚不清楚。具体来说,这些影响在多大程度上是由于全细胞变化或与疾病相关的特定基因座效应引起的尚不清楚。在这里,我们开发了一个平台,通过结合 DNA 条形码、独特的分割池编码和单细胞表达测量,系统且同时研究数百个基因组位置的表观遗传学药物的敏感性。内部对照用于将基因座特异性效应与这些药物可能产生的任何全局影响分开。使用该平台,我们发现了针对三种不同的表观遗传学药物(靶向组蛋白去乙酰化酶、DNA 甲基化和溴结构域蛋白的药物)的广泛的基因座特异性敏感性。通过利用 ENCODE 关于染色质修饰的数据,我们确定了最有可能受到表观遗传学药物影响的染色质环境特征。基因座特异性表观遗传学药物敏感性的测量将为个性化医疗的靶向治疗的发展铺平道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d644/7229858/20b72cb4bba0/gkaa210fig1.jpg

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