Molecular transducers of physical activity consortium (MoTrPAC): mapping the dynamic responses to exercise

JA Sanford, CD Nogiec, ME Lindholm, JN Adkins… - Cell, 2020 - cell.com
Exercise provides a robust physiological stimulus that evokes cross-talk among multiple
tissues that when repeated regularly (ie, training) improves physiological capacity, benefits …

Integrative omics approaches for biosynthetic pathway discovery in plants

KS Singh, JJJ van der Hooft, SCM van Wees… - Natural Product …, 2022 - pubs.rsc.org
Covering: up to 2022 With the emergence of large amounts of omics data, computational
approaches for the identification of plant natural product biosynthetic pathways and their …

A transcription factor hierarchy defines an environmental stress response network

L Song, SC Huang, A Wise, R Castanon, JR Nery… - Science, 2016 - science.org
INTRODUCTION Transcription factors (TFs) are often studied one by one or in clusters of a
few related factors. However, the integration and networks of transcriptional changes to …

Single-cell transcriptomic analysis of cardiac differentiation from human PSCs reveals HOPX-dependent cardiomyocyte maturation

CE Friedman, Q Nguyen, SW Lukowski, A Helfer… - Cell stem cell, 2018 - cell.com
Cardiac differentiation of human pluripotent stem cells (hPSCs) requires orchestration of
dynamic gene regulatory networks during stepwise fate transitions but often generates …

Using neural networks for reducing the dimensions of single-cell RNA-Seq data

C Lin, S Jain, H Kim, Z Bar-Joseph - Nucleic acids research, 2017 - academic.oup.com
While only recently developed, the ability to profile expression data in single cells (scRNA-
Seq) has already led to several important studies and findings. However, this technology …

Deep learning for inferring gene relationships from single-cell expression data

Y Yuan, Z Bar-Joseph - Proceedings of the National …, 2019 - National Acad Sciences
Several methods were developed to mine gene–gene relationships from expression data.
Examples include correlation and mutual information methods for coexpression analysis …

50 years of Arabidopsis research: highlights and future directions

NJ Provart, J Alonso, SM Assmann… - New …, 2016 - Wiley Online Library
The year 2014 marked the 25th International Conference on Arabidopsis Research. In the
50 yr since the first International Conference on Arabidopsis Research, held in 1965 in …

Transient genome-wide interactions of the master transcription factor NLP7 initiate a rapid nitrogen-response cascade

JM Alvarez, AL Schinke, MD Brooks, A Pasquino… - Nature …, 2020 - nature.com
Dynamic reprogramming of gene regulatory networks (GRNs) enables organisms to rapidly
respond to environmental perturbation. However, the underlying transient interactions …

Use cases, best practice and reporting standards for metabolomics in regulatory toxicology

MR Viant, TMD Ebbels, RD Beger, DR Ekman… - Nature …, 2019 - nature.com
Metabolomics is a widely used technology in academic research, yet its application to
regulatory science has been limited. The most commonly cited barrier to its translation is …

Extensive transcriptomic and epigenomic remodelling occurs during Arabidopsis thaliana germination

R Narsai, Q Gouil, D Secco, A Srivastava… - Genome biology, 2017 - Springer
Background Seed germination involves progression from complete metabolic dormancy to a
highly active, growing seedling. Many factors regulate germination and these interact …