Genome-wide signatures of transcription factor activity: connecting transcription factors, disease, and small molecules

J Chen, Z Hu, M Phatak, J Reichard… - PLoS computational …, 2013 - journals.plos.org
Identifying transcription factors (TF) involved in producing a genome-wide transcriptional
profile is an essential step in building mechanistic model that can explain observed gene …

Functional transcription factor target discovery via compendia of binding and expression profiles

CJ Banks, A Joshi, T Michoel - Scientific reports, 2016 - nature.com
Genome-wide experiments to map the DNA-binding locations of transcription-associated
factors (TFs) have shown that the number of genes bound by a TF far exceeds the number of …

Systematic target function annotation of human transcription factors

YF Li, RB Altman - BMC biology, 2018 - Springer
Abstract Background Transcription factors (TFs), the key players in transcriptional regulation,
have attracted great experimental attention, yet the functions of most human TFs remain …

MAGIC: A tool for predicting transcription factors and cofactors driving gene sets using ENCODE data

A Roopra - PLoS computational biology, 2020 - journals.plos.org
Transcriptomic profiling is an immensely powerful hypothesis generating tool. However,
accurately predicting the transcription factors (TFs) and cofactors that drive transcriptomic …

Raw sequence to target gene prediction: An integrated inference pipeline for ChIP-seq and RNA-seq datasets

N Wani, K Raza - Applications of Artificial Intelligence Techniques in …, 2019 - Springer
Abstract Next Generation Sequencing technologies, such as ChIP-seq and RNA-seq are
increasingly being used to understand the genomic mechanisms whereby the interaction …

Cell-type and transcription factor specific enrichment of transcriptional cofactor motifs in ENCODE ChIP-seq data

CL Goi, P Little, C Xie - BMC genomics, 2013 - Springer
Background Cell type and TF specific interactions between Transcription Factors (TFs) and
cofactors are essential for transcriptional regulation through recruitment of general …

Inferring transcription factor complexes from ChIP-seq data

T Whitington, MC Frith, J Johnson… - Nucleic acids …, 2011 - academic.oup.com
Chromatin immunoprecipitation followed by high-throughput sequencing (ChIP-seq) allows
researchers to determine the genome-wide binding locations of individual transcription …

Discovering transcription factor regulatory targets using gene expression and binding data

M Maienschein-Cline, J Zhou, KP White… - …, 2012 - academic.oup.com
Motivation: Identifying the target genes regulated by transcription factors (TFs) is the most
basic step in understanding gene regulation. Recent advances in high-throughput …

Predicting tissue specific transcription factor binding sites

S Zhong, X He, Z Bar-Joseph - BMC genomics, 2013 - Springer
Background Studies of gene regulation often utilize genome-wide predictions of
transcription factor (TF) binding sites. Most existing prediction methods are based on …

Classification of human genomic regions based on experimentally determined binding sites of more than 100 transcription-related factors

KY Yip, C Cheng, N Bhardwaj, JB Brown, J Leng… - Genome biology, 2012 - Springer
Background Transcription factors function by binding different classes of regulatory
elements. The Encyclopedia of DNA Elements (ENCODE) project has recently produced …