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GHT-SELEX显示出许多人类转录因子具有出乎意料的高内在序列特异性和复杂的DNA结合能力。

GHT-SELEX demonstrates unexpectedly high intrinsic sequence specificity and complex DNA binding of many human transcription factors.

作者信息

Jolma Arttu, Hernandez-Corchado Aldo, Yang Ally W H, Fathi Ali, Laverty Kaitlin U, Brechalov Alexander, Razavi Rozita, Albu Mihai, Zheng Hong, Kulakovskiy Ivan V, Najafabadi Hamed S, Hughes Timothy R

机构信息

Donnelly Centre, University of Toronto, Toronto, ON M5S 3E1, Canada.

Department of Human Genetics, McGill University, Montréal, QC H3A 0C7, Canada.

出版信息

bioRxiv. 2024 Nov 12:2024.11.11.618478. doi: 10.1101/2024.11.11.618478.

Abstract

A long-standing challenge in human regulatory genomics is that transcription factor (TF) DNA-binding motifs are short and degenerate, while the genome is large. Motif scans therefore produce many false-positive binding site predictions. By surveying 179 TFs across 25 families using >1,500 cyclic selection experiments with fragmented, naked, and unmodified genomic DNA - a method we term GHT-SELEX (Genomic HT-SELEX) - we find that many human TFs possess much higher sequence specificity than anticipated. Moreover, genomic binding regions from GHT-SELEX are often surprisingly similar to those obtained (i.e. ChIP-seq peaks). We find that comparable specificity can also be obtained from motif scans, but performance is highly dependent on derivation and use of the motifs, including accounting for multiple local matches in the scans. We also observe alternative engagement of multiple DNA-binding domains within the same protein: long C2H2 zinc finger proteins often utilize modular DNA recognition, engaging different subsets of their DNA binding domain (DBD) arrays to recognize multiple types of distinct target sites, frequently evolving via internal duplication and divergence of one or more DBDs. Thus, contrary to conventional wisdom, it is common for TFs to possess sufficient intrinsic specificity to independently delineate cellular targets.

摘要

人类调控基因组学中一个长期存在的挑战是,转录因子(TF)的DNA结合基序短且具有简并性,而基因组却很大。因此,基序扫描会产生许多假阳性的结合位点预测结果。通过使用超过1500次循环选择实验,对25个家族的179种转录因子进行研究,实验采用片段化、裸露且未修饰的基因组DNA——我们将这种方法称为GHT-SELEX(基因组高通量SELEX)——我们发现许多人类转录因子具有比预期高得多的序列特异性。此外,GHT-SELEX得到的基因组结合区域通常与通过ChIP-seq(即ChIP-seq峰)获得的区域惊人地相似。我们发现,通过基序扫描也可以获得相当的特异性,但性能高度依赖于基序的推导和使用,包括在扫描中考虑多个局部匹配。我们还观察到同一蛋白质内多个DNA结合结构域的交替结合:长C2H2锌指蛋白通常利用模块化的DNA识别,通过其DNA结合结构域(DBD)阵列的不同子集来识别多种不同类型的靶位点,这些结构域经常通过一个或多个DBD的内部复制和分化而进化。因此,与传统观点相反,转录因子通常具有足够的内在特异性来独立确定细胞靶标,这种情况很常见。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b7dd/11601218/7f22dcd6c645/nihpp-2024.11.11.618478v1-f0001.jpg

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