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[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 …
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 …
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
Parallel single-cell sequencing protocols represent powerful methods for investigating
regulatory relationships, including epigenome-transcriptome interactions. Here, we report a …
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) …
nearly three billion bases is unknown. The Encyclopedia of DNA Elements (ENCODE) …
Iterative random forests to discover predictive and stable high-order interactions
Genomics has revolutionized biology, enabling the interrogation of whole transcriptomes,
genome-wide binding sites for proteins, and many other molecular processes. However …
genome-wide binding sites for proteins, and many other molecular processes. However …
Predicting mRNA abundance directly from genomic sequence using deep convolutional neural networks
Algorithms that accurately predict gene structure from primary sequence alone were
transformative for annotating the human genome. Can we also predict the expression levels …
transformative for annotating the human genome. Can we also predict the expression levels …
Comparison of the transcriptional landscapes between human and mouse tissues
Although the similarities between humans and mice are typically highlighted,
morphologically and genetically, there are many differences. To better understand these two …
morphologically and genetically, there are many differences. To better understand these two …
[HTML][HTML] H3K4me3 breadth is linked to cell identity and transcriptional consistency
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 …
mark the transcription start sites of active genes. Here, we show that H3K4me3 domains that …
Single-molecule sequencing and optical map** yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
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 …
consequence of transcriptional control is heavily debated. Recent developments in rewriting …