From reads to insight: a hitchhiker's guide to ATAC-seq data analysis

F Yan, DR Powell, DJ Curtis, NC Wong - Genome biology, 2020 - Springer
Abstract Assay of Transposase Accessible Chromatin sequencing (ATAC-seq) is widely
used in studying chromatin biology, but a comprehensive review of the analysis tools has …

Chromatin-state discovery and genome annotation with ChromHMM

J Ernst, M Kellis - Nature protocols, 2017 - nature.com
Noncoding DNA regions have central roles in human biology, evolution, and disease.
ChromHMM helps to annotate the noncoding genome using epigenomic information across …

ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation

M Bentsen, P Goymann, H Schultheis, K Klee… - Nature …, 2020 - nature.com
While footprinting analysis of ATAC-seq data can theoretically enable investigation of
transcription factor (TF) binding, the lack of a computational tool able to conduct different …

PlantRegMap: charting functional regulatory maps in plants

F Tian, DC Yang, YQ Meng, J **… - Nucleic acids research, 2020 - academic.oup.com
With the goal of charting plant transcriptional regulatory maps (ie transcription factors (TFs),
cis-elements and interactions between them), we have upgraded the TF-centred database …

JASPAR 2018: update of the open-access database of transcription factor binding profiles and its web framework

A Khan, O Fornes, A Stigliani, M Gheorghe… - Nucleic acids …, 2018 - academic.oup.com
Abstract JASPAR (http://jaspar. genereg. net) is an open-access database of curated, non-
redundant transcription factor (TF)-binding profiles stored as position frequency matrices …

PlantTFDB 4.0: toward a central hub for transcription factors and regulatory interactions in plants

J **, F Tian, DC Yang, YQ Meng, L Kong… - Nucleic acids …, 2016 - academic.oup.com
With the goal of providing a comprehensive, high-quality resource for both plant transcription
factors (TFs) and their regulatory interactions with target genes, we upgraded plant TF …

Global reference map** of human transcription factor footprints

J Vierstra, J Lazar, R Sandstrom, J Halow, K Lee… - Nature, 2020 - nature.com
Combinatorial binding of transcription factors to regulatory DNA underpins gene regulation
in all organisms. Genetic variation in regulatory regions has been connected with diseases …

Defining genome architecture at base-pair resolution

P Hua, M Badat, LLP Hanssen, LD Hentges, N Crump… - Nature, 2021 - nature.com
In higher eukaryotes, many genes are regulated by enhancers that are 104–106 base pairs
(bp) away from the promoter. Enhancers contain transcription-factor-binding sites (which are …

Identification of transcription factor binding sites using ATAC-seq

Z Li, MH Schulz, T Look, M Begemann, M Zenke… - Genome biology, 2019 - Springer
Abstract Transposase-Accessible Chromatin followed by sequencing (ATAC-seq) is a
simple protocol for detection of open chromatin. Computational footprinting, the search for …

Predicting effects of noncoding variants with deep learning–based sequence model

J Zhou, OG Troyanskaya - Nature methods, 2015 - nature.com
Identifying functional effects of noncoding variants is a major challenge in human genetics.
To predict the noncoding-variant effects de novo from sequence, we developed a deep …