Molecular Systems BiologySystems BiologyPeer-reviewed journal article
Systems-level transcriptional regulation of Caenorhabditis elegans metabolism
Shivani NandaiD, Marc‐Antoine JacquesiD, Wen WangiD, Chad L. MyersiD, Lutfu Safak YilmaziD, Albertha J.M. WalhoutiD
Abstract
Metabolism is precisely controlled to ensure organismal development and homeostasis. Several mechanisms regulate metabolism, including allosteric control and transcriptional regulation of metabolic enzymes and transporters. So far, metabolism regulation has mostly been described for individual genes and pathways, and the extent of transcriptional regulation of the entire metabolic network remains largely unknown. Here, we find that more than three-quarters of all metabolic genes are transcriptionally regulated in the nematode Caenorhabditis elegans. We find that many annotated metabolic pathways are coexpressed, and we use gene expression data and the iCEL1314 metabolic network model to define coregulated sub-pathways in an unbiased manner. Using a large gene expression compendium, we determine the conditions where sub-pathways exhibit strong coexpression. Finally, we develop WormClust, a web application that enables a gene-by-gene query of genes to view their association with metabolic (sub)-pathways. Overall, this study sheds light on the ubiquity of transcriptional regulation of metabolism and provides a blueprint for similar studies in other organisms, including humans.
- organism: C. elegans
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- research focus: database / resource
- approach: statistical model
- Citations
- 20
- FWCI
- 1.69
- Field percentile
- top 16%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- WormPaths: Caenorhabditis elegans metabolic pathway annotation and visualization
Melissa D. Walker, Gabrielle E. Giese, … Albertha J.M. Walhout·GeneticsPeer-reviewed·Jun 12, 2021
- Systems assessment of transcriptional regulation on central carbon metabolism by Cra and CRP
Donghyuk Kim, Sang Woo Seo, … Bernhard Ørn Palsson·Nucleic Acids ResearchPeer-reviewed·Jan 26, 2018
- A global view of the RNA-binding and regulatory protein landscape in Caenorhabditis elegans
John D. Laver, Maida Duncan, John A. Calarco·bioRxiv·Nov 7, 2024
- Natural genetic variation in C. elegans reveals genomic loci controlling metabolite levels
Arwen W. Gao, Mark G. Sterken, … Riekelt H. Houtkooper·Genome ResearchPeer-reviewed·Sep 1, 2018
- A Genome-Scale TF-DNA Interaction Network of Transcriptional Regulation of Arabidopsis Primary and Specialized Metabolism
Michelle Tang, Baohua Li, … Siobhán M. Brady·Molecular Systems BiologyPeer-reviewed·Nov 1, 2021
- Quantifying absolute gene expression profiles reveals distinct regulation of central carbon metabolism genes in yeast
Rosemary Yu, Egor A. Vorontsov, … Jens Nielsen·eLifePeer-reviewed·Mar 15, 2021