An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation

Kamal Mandal, Samuel L. Bader, Pankaj Kumar, Dipankar Malakar, D. Campbell, B. S. Pradhan, Rajesh Sarkar, N. Wadhwa, Souvik Sensharma, Vaibhav Jain, R. Moritz, S. Majumdar
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引用次数: 12

Abstract

Abstract Differential next-generation-omics approaches aid in the visualization of biological processes and pave the way for divulging important events and/or interactions leading to a functional output at cellular or systems level. To this end, we undertook an integrated Nextgen transcriptomics and proteomics approach to divulge differential gene expression of infant and pubertal rat Sertoli cells (Sc).Unlike, pubertal Sc, infant Sc are immature and fail to support spermatogenesis. We found exclusive association of 14 and 19 transcription factor binding sites to infantile and pubertal states of Sc, respectively, using differential transcriptomics-guided genome-wide computational analysis of relevant promoters employing 220 Positional Weight Matrices from the TRANSFAC database. Proteomic SWATH-MS analysis provided extensive quantification of nuclear and cytoplasmic protein fractions revealing 1,670 proteins differentially located between the nucleus and cytoplasm of infant Sc and 890 proteins differentially located within those of pubertal Sc. Based on our multi-omics approach, the transcription factor YY1 was identified as one of the lead candidates regulating differentiation of Sc.YY1 was found to have abundant binding sites on promoters of genes upregulated during puberty. To determine its significance, we generated transgenic rats with Sc specific knockdown of YY1 that led to compromised spermatogenesis.
整合转录组学指导的全基因组启动子分析和下一代蛋白质组学方法来挖掘调节细胞分化的因子
差分下一代组学方法有助于生物过程的可视化,并为揭示重要事件和/或导致细胞或系统水平的功能输出的相互作用铺平了道路。为此,我们采用综合Nextgen转录组学和蛋白质组学方法来揭示婴儿和青春期大鼠支持细胞(Sc)的差异基因表达。与青春期Sc不同,婴儿Sc是不成熟的,不能支持精子发生。研究人员利用TRANSFAC数据库中的220个位置权重矩阵对相关启动子进行了差异转录组学指导的全基因组计算分析,发现14个和19个转录因子结合位点分别与Sc的婴儿期和青春期状态存在独家关联。蛋白质组学SWATH-MS分析对细胞核和细胞质蛋白组分进行了广泛的定量分析,发现1670种蛋白质在婴儿Sc的细胞核和细胞质之间存在差异,890种蛋白质在青春期Sc的细胞核和细胞质之间存在差异。转录因子YY1被确定为调节sc分化的主要候选因子之一。YY1在青春期上调的基因启动子上具有丰富的结合位点。为了确定其意义,我们制造了Sc特异性敲低YY1的转基因大鼠,导致精子发生受损。
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