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 …

Non-coding RNA regulatory networks

S Panni, RC Lovering, P Porras, S Orchard - Biochimica et biophysica acta …, 2020 - Elsevier
It is well established that the vast majority of human RNA transcripts do not encode for
proteins and that non-coding RNAs regulate cell physiology and shape cellular functions. A …

Architecture of the human regulatory network derived from ENCODE data

MB Gerstein, A Kundaje, M Hariharan, SG Landt… - Nature, 2012 - nature.com
Transcription factors bind in a combinatorial fashion to specify the on-and-off states of
genes; the ensemble of these binding events forms a regulatory network, constituting the …

Reconstructing the maize leaf regulatory network using ChIP-seq data of 104 transcription factors

X Tu, MK Mejía-Guerra, JA Valdes Franco… - Nature …, 2020 - nature.com
The transcription regulatory network inside a eukaryotic cell is defined by the combinatorial
actions of transcription factors (TFs). However, TF binding studies in plants are too few in …

[HTML][HTML] Interactome networks and human disease

M Vidal, ME Cusick, AL Barabási - Cell, 2011 - cell.com
Complex biological systems and cellular networks may underlie most genotype to
phenotype relationships. Here, we review basic concepts in network biology, discussing …

Target of rapamycin (TOR) in nutrient signaling and growth control

R Loewith, MN Hall - Genetics, 2011 - academic.oup.com
Abstract TOR (T arget O f R apamycin) is a highly conserved protein kinase that is important
in both fundamental and clinical biology. In fundamental biology, TOR is a nutrient-sensitive …

Cytoscape: a software environment for integrated models of biomolecular interaction networks

P Shannon, A Markiel, O Ozier, NS Baliga… - Genome …, 2003 - genome.cshlp.org
Cytoscape is an open source software project for integrating biomolecular interaction
networks with high-throughput expression data and other molecular states into a unified …

Statistical significance for genomewide studies

JD Storey, R Tibshirani - Proceedings of the National Academy of …, 2003 - pnas.org
With the increase in genomewide experiments and the sequencing of multiple genomes, the
analysis of large data sets has become commonplace in biology. It is often the case that …

Semi-Supervised Learning (Chapelle, O. et al., Eds.; 2006) [Book reviews]

O Chapelle, B Scholkopf, A Zien - IEEE Transactions on Neural …, 2009 - ieeexplore.ieee.org
This book addresses some theoretical aspects of semisupervised learning (SSL). The book
is organized as a collection of different contributions of authors who are experts on this topic …

[HTML][HTML] Direct conversion of fibroblasts to neurons by reprogramming PTB-regulated microRNA circuits

Y Xue, K Ouyang, J Huang, Y Zhou, H Ouyang, H Li… - Cell, 2013 - cell.com
The induction of pluripotency or trans-differentiation of one cell type to another can be
accomplished with cell-lineage-specific transcription factors. Here, we report that repression …