Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities

M Zitnik, F Nguyen, B Wang, J Leskovec… - Information …, 2019 - Elsevier
New technologies have enabled the investigation of biology and human health at an
unprecedented scale and in multiple dimensions. These dimensions include a myriad of …

Chromatin accessibility: a window into the genome

M Tsompana, MJ Buck - Epigenetics & chromatin, 2014 - Springer
Transcriptional activation throughout the eukaryotic lineage has been tightly linked with
disruption of nucleosome organization at promoters, enhancers, silencers, insulators and …

DUX-family transcription factors regulate zygotic genome activation in placental mammals

A De Iaco, E Planet, A Coluccio, S Verp, J Duc… - Nature …, 2017 - nature.com
In animal embryos, transcription is mostly silent for several cell divisions, until the release of
the first major wave of embryonic transcripts through so-called zygotic genome activation …

MEME-ChIP: motif analysis of large DNA datasets

P Machanick, TL Bailey - Bioinformatics, 2011 - academic.oup.com
Motivation: Advances in high-throughput sequencing have resulted in rapid growth in large,
high-quality datasets including those arising from transcription factor (TF) ChIP-seq …

Characterization of the CLEAR network reveals an integrated control of cellular clearance pathways

M Palmieri, S Impey, H Kang, A di Ronza… - Human molecular …, 2011 - academic.oup.com
In metazoans, lysosomes are the center for the degradation of macromolecules and play a
key role in a variety of cellular processes, such as autophagy, exocytosis and membrane …

The MEME suite

TL Bailey, J Johnson, CE Grant… - Nucleic acids …, 2015 - academic.oup.com
The MEME Suite is a powerful, integrated set of web-based tools for studying sequence
motifs in proteins, DNA and RNA. Such motifs encode many biological functions, and their …

RSAT 2022: regulatory sequence analysis tools

W Santana-Garcia, JA Castro-Mondragon… - Nucleic Acids …, 2022 - academic.oup.com
Abstract RSAT (Regulatory Sequence Analysis Tools) enables the detection and the
analysis of cis-regulatory elements in genomic sequences. This software suite performs (i) …

Inferring direct DNA binding from ChIP-seq

TL Bailey, P Machanick - Nucleic acids research, 2012 - academic.oup.com
Genome-wide binding data from transcription factor ChIP-seq experiments is the best source
of information for inferring the relative DNA-binding affinity of these proteins in vivo …

RSAT 2018: regulatory sequence analysis tools 20th anniversary

NTT Nguyen, B Contreras-Moreira… - Nucleic acids …, 2018 - academic.oup.com
Abstract RSAT (Regulatory Sequence Analysis Tools) is a suite of modular tools for the
detection and the analysis of cis-regulatory elements in genome sequences. Its main …

Dauer-independent insulin/IGF-1-signalling implicates collagen remodelling in longevity

CY Ewald, JN Landis, JP Abate, CT Murphy… - Nature, 2015 - nature.com
Interventions that delay ageing mobilize mechanisms that protect and repair cellular
components,,, but it is unknown how these interventions might slow the functional decline of …