Gene regulatory network inference in the era of single-cell multi-omics

P Badia-i-Mompel, L Wessels, S Müller-Dott… - Nature Reviews …, 2023 - nature.com
The interplay between chromatin, transcription factors and genes generates complex
regulatory circuits that can be represented as gene regulatory networks (GRNs). The study …

A survey on algorithms to characterize transcription factor binding sites

M Tognon, R Giugno, L Pinello - Briefings in Bioinformatics, 2023 - academic.oup.com
Transcription factors (TFs) are key regulatory proteins that control the transcriptional rate of
cells by binding short DNA sequences called transcription factor binding sites (TFBS) or …

A survey on deep learning in DNA/RNA motif mining

Y He, Z Shen, Q Zhang, S Wang… - Briefings in …, 2021 - academic.oup.com
DNA/RNA motif mining is the foundation of gene function research. The DNA/RNA motif
mining plays an extremely important role in identifying the DNA-or RNA-protein binding site …

Activation of endogenous retroviruses and induction of viral mimicry by MEK1/2 inhibition in pancreatic cancer

A Cortesi, F Gandolfi, F Arco, P Di Chiaro, E Valli… - Science …, 2024 - science.org
While pancreatic ductal adenocarcinomas (PDACs) are addicted to KRAS-activating
mutations, inhibitors of downstream KRAS effectors, such as the MEK1/2 kinase inhibitor …

DNA shape features improve transcription factor binding site predictions in vivo

A Mathelier, B Xin, TP Chiu, L Yang, R Rohs… - Cell systems, 2016 - cell.com
Interactions of transcription factors (TFs) with DNA comprise a complex interplay between
base-specific amino acid contacts and readout of DNA structure. Recent studies have …

Machine learning and genome annotation: a match meant to be?

KY Yip, C Cheng, M Gerstein - Genome biology, 2013 - Springer
By its very nature, genomics produces large, high-dimensional datasets that are well suited
to analysis by machine learning approaches. Here, we explain some key aspects of …

[HTML][HTML] AptaTRACE elucidates RNA sequence-structure motifs from selection trends in HT-SELEX experiments

P Dao, J Hoinka, M Takahashi, J Zhou, M Ho, Y Wang… - Cell systems, 2016 - cell.com
Aptamers, short RNA or DNA molecules that bind distinct targets with high affinity and
specificity, can be identified using high-throughput systematic evolution of ligands by …

PscanChIP: finding over-represented transcription factor-binding site motifs and their correlations in sequences from ChIP-Seq experiments

F Zambelli, G Pesole, G Pavesi - Nucleic acids research, 2013 - academic.oup.com
Chromatin immunoprecipitation followed by sequencing with next-generation technologies
(ChIP-Seq) has become the de facto standard for building genome-wide maps of regions …

Identification of putative enhancer-like elements predicts regulatory networks active in planarian adult stem cells

J Neiro, D Sridhar, A Dattani, A Aboobaker - Elife, 2022 - elifesciences.org
Planarians have become an established model system to study regeneration and stem cells,
but the regulatory elements in the genome remain almost entirely undescribed. Here, by …

The SIN3A histone deacetylase complex is required for a complete transcriptional response to hypoxia

M Tiana, B Acosta-Iborra… - Nucleic acids …, 2018 - academic.oup.com
Cells adapt to environmental changes, including fluctuations in oxygen levels, through the
induction of specific gene expression programs. To identify genes regulated by hypoxia at …