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 …

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 …

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 …

[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 …

[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 …

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 …, 2003 - National Acad Sciences
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 …