生物
脚印
增强子
转录因子
计算生物学
基因
发起人
基因组
遗传学
功能基因组学
基因组学
人口
胞苷脱氨酶
基因表达
人口学
社会学
作者
Runsheng He,Wenyang Dong,Zhi Wang,Chen Xie,Long Gao,Wenping Ma,Ke Shen,Dubai Li,Yuxuan Pang,Fanchong Jian,Jiankun Zhang,Yuan Yuan,Xinyao Wang,Zhen Zhang,Yinghui Zheng,Shuang Liu,Cheng Luo,Xiaoran Chai,Jun Ren,Zhanxing Zhu
标识
DOI:10.1073/pnas.2423270121
摘要
Decades of research have established that mammalian transcription factors (TFs) bind to each gene’s regulatory regions and cooperatively control tissue specificity, timing, and intensity of gene transcription. Mapping the combination of TF binding sites genome wide is critically important for understanding functional genomics. Here, we report a technique to measure TFs’ binding sites on the human genome with a near single-base resolution by footprinting with deaminase (FOODIE) on a single-molecule and single-cell basis. Single-molecule sequencing reads after enzymatic deamination allow detection of the TF binding fraction on a particular footprint and the binding cooperativity of any two adjacent TFs, which can be either positive or negative. As a newcomer of single-cell genomics, single-cell FOODIE enables the detection of cell-type-specific TF footprints in a pure cell population in a heterogeneous tissue, such as the brain. We found that genes carrying out a certain biological function together in a housing-keeping correlated gene module (CGM) or a tissues-specific CGM are coordinated by shared TFs in the gene’s promoters and enhancers, respectively. Scalable and cost-effective, FOODIE allows us to create an open FOODIE database for cell lines, with applicability to human tissues and clinical samples.
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