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Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells

机译:人GM-CSF分泌T辅助细胞基因调节网络

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GM-CSF produced by autoreactive CD4-positive T helper cells is involved in the pathogenesis of autoimmune diseases, such as multiple sclerosis. However, the molecular regulators that establish and maintain the features of GM-CSF-positive CD4 T cells are unknown. In order to identify these regulators, we isolated human GM-CSF-producing CD4 T cells from human peripheral blood by using a cytokine capture assay. We compared these cells to the corresponding GM-CSF-negative fraction, and furthermore, we studied na?ve CD4 T cells, memory CD4 T cells, and bulk CD4 T cells from the same individuals as additional control cell populations. As a result, we provide a rich resource of integrated chromatin accessibility (ATAC-seq) and transcriptome (RNA-seq) data from these primary human CD4 T cell subsets and we show that the identified signatures are associated with human autoimmune diseases, especially multiple sclerosis. By combining information about mRNA expression, DNA accessibility, and predicted transcription factor binding, we reconstructed directed gene regulatory networks connecting transcription factors to their targets, which comprise putative key regulators of human GM-CSF-positive CD4 T cells as well as memory CD4 T cells. Our results suggest potential therapeutic targets to be investigated in the future in human autoimmune disease.
机译:通过自身反应性CD4阳性T辅助细胞产生的GM-CSF参与自身免疫性疾病,如多发性硬化的发病机制。然而,建立和维持GM-CSF阳性的CD4 T细胞的特征的分子调节是未知的。为了鉴定这些调节,我们分离自人外周血人GM-CSF产生的CD4 T细胞通过使用细胞因子捕获测定。我们比较了这些细胞对相应的GM-CSF-阴性级分,此外,我们研究了幼稚的CD4 T细胞,记忆CD4 + T细胞,并从相同的个体作为额外的对照细胞群散装CD4 T细胞。其结果是,我们提供了集成的染色质的易用性(ATAC-SEQ)和转录(RNA-SEQ)的数据从这些原代人CD4 + T细胞亚群的资源丰富和我们表明,所识别的签名与人自身免疫疾病相关,特别是多硬化。通过组合关于mRNA的表达,DNA可访问性,和预测的转录因子结合的信息,我们重构定向连接的转录因子与其靶,其包含人GM-CSF阳性的CD4 T细胞的推定的关键调节剂的基因调控网络以及存储器的CD4T细胞。我们的研究结果表明潜在的治疗目标,以在未来的人类自身免疫性疾病进行调查。

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