Divergent transcriptional regulation of astrocyte reactivity across disorders

转录调控 生物 背景(考古学) 星形胶质细胞 基因表达调控 转录后调控 染色质 调节器 基因 遗传学 计算生物学 转录因子 神经科学 中枢神经系统 古生物学
作者
Joshua E. Burda,Timothy M. O’Shea,Yan Ao,Keshav B. Suresh,Shinong Wang,Alexander M. Bernstein,Ashu Chandra,Sandeep Deverasetty,Riki Kawaguchi,Jae H. Kim,Sarah McCallum,Alexandra Rogers,Shalaka Wahane,Michael V. Sofroniew
出处
期刊:Nature [Springer Nature]
卷期号:606 (7914): 557-564 被引量:106
标识
DOI:10.1038/s41586-022-04739-5
摘要

Astrocytes respond to injury and disease in the central nervous system with reactive changes that influence the outcome of the disorder1–4. These changes include differentially expressed genes (DEGs) whose contextual diversity and regulation are poorly understood. Here we combined biological and informatic analyses, including RNA sequencing, protein detection, assay for transposase-accessible chromatin with high-throughput sequencing (ATAC-seq) and conditional gene deletion, to predict transcriptional regulators that differentially control more than 12,000 DEGs that are potentially associated with astrocyte reactivity across diverse central nervous system disorders in mice and humans. DEGs associated with astrocyte reactivity exhibited pronounced heterogeneity across disorders. Transcriptional regulators also exhibited disorder-specific differences, but a core group of 61 transcriptional regulators was identified as common across multiple disorders in both species. We show experimentally that DEG diversity is determined by combinatorial, context-specific interactions between transcriptional regulators. Notably, the same reactivity transcriptional regulators can regulate markedly different DEG cohorts in different disorders; changes in the access of transcriptional regulators to DNA-binding motifs differ markedly across disorders; and DEG changes can crucially require multiple reactivity transcriptional regulators. We show that, by modulating reactivity, transcriptional regulators can substantially alter disorder outcome, implicating them as therapeutic targets. We provide searchable resources of disorder-related reactive astrocyte DEGs and their predicted transcriptional regulators. Our findings show that transcriptional changes associated with astrocyte reactivity are highly heterogeneous and are customized from vast numbers of potential DEGs through context-specific combinatorial transcriptional-regulator interactions. Transcriptional changes associated with astrocyte reactivity are highly heterogeneous and are customized from vast numbers of potential DEGs through context-specific combinatorial interactions amongst transcriptional regulators.
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