[HTML][HTML] Methods for ChIP-seq analysis: a practical workflow and advanced applications

R Nakato, T Sakata - Methods, 2021 - Elsevier
Chromatin immunoprecipitation followed by sequencing (ChIP-seq) is a central method in
epigenomic research. Genome-wide analysis of histone modifications, such as enhancer …

Performance measures in evaluating machine learning based bioinformatics predictors for classifications

Y Jiao, P Du - Quantitative Biology, 2016 - Springer
Background Many existing bioinformatics predictors are based on machine learning
technology. When applying these predictors in practical studies, their predictive …

scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells

SJ Clark, R Argelaguet, CA Kapourani… - Nature …, 2018 - nature.com
Parallel single-cell sequencing protocols represent powerful methods for investigating
regulatory relationships, including epigenome-transcriptome interactions. Here, we report a …

An integrated encyclopedia of DNA elements in the human genome

ENCODE Project Consortium - Nature, 2012 - pmc.ncbi.nlm.nih.gov
The human genome encodes the blueprint of life, but the function of the vast majority of its
nearly three billion bases is unknown. The Encyclopedia of DNA Elements (ENCODE) …

Iterative random forests to discover predictive and stable high-order interactions

S Basu, K Kumbier, JB Brown, B Yu - … of the National Academy of Sciences, 2018 - pnas.org
Genomics has revolutionized biology, enabling the interrogation of whole transcriptomes,
genome-wide binding sites for proteins, and many other molecular processes. However …

Predicting mRNA abundance directly from genomic sequence using deep convolutional neural networks

V Agarwal, J Shendure - Cell reports, 2020 - cell.com
Algorithms that accurately predict gene structure from primary sequence alone were
transformative for annotating the human genome. Can we also predict the expression levels …

Comparison of the transcriptional landscapes between human and mouse tissues

S Lin, Y Lin, JR Nery, MA Urich, A Breschi… - Proceedings of the …, 2014 - pnas.org
Although the similarities between humans and mice are typically highlighted,
morphologically and genetically, there are many differences. To better understand these two …

[HTML][HTML] H3K4me3 breadth is linked to cell identity and transcriptional consistency

BA Benayoun, EA Pollina, D Ucar, S Mahmoudi… - Cell, 2014 - cell.com
Trimethylation of histone H3 at lysine 4 (H3K4me3) is a chromatin modification known to
mark the transcription start sites of active genes. Here, we show that H3K4me3 domains that …

Writing of H3K4Me3 overcomes epigenetic silencing in a sustained but context-dependent manner

D Cano-Rodriguez, RAF Gjaltema, LJ Jilderda… - Nature …, 2016 - nature.com
Histone modifications reflect gene activity, but the relationship between cause and
consequence of transcriptional control is heavily debated. Recent developments in rewriting …