Genome-scale metabolic network reconstruction of model animals as a platform for translational research

Hao Wang, Jonathan L Robinson, Pinar Kocabas, Johan Gustafsson, Mihail Anton, Pierre-Etienne Cholley, Shan Huang, Johan Gobom, Thomas Svensson, Mattias Uhlen, Henrik Zetterberg, Jens Nielsen

Research output: Contribution to journalJournal articlepeer-review

1 Downloads (Pure)

Abstract

Genome-scale metabolic models (GEMs) are used extensively for analysis of mechanisms underlying human diseases and metabolic malfunctions. However, the lack of comprehensive and high-quality GEMs for model organisms restricts translational utilization of omics data accumulating from the use of various disease models. Here we present a unified platform of GEMs that covers five major model animals, including Mouse1 (Mus musculus), Rat1 (Rattus norvegicus), Zebrafish1 (Danio rerio), Fruitfly1 (Drosophila melanogaster), and Worm1 (Caenorhabditis elegans). These GEMs represent the most comprehensive coverage of the metabolic network by considering both orthology-based pathways and species-specific reactions. All GEMs can be interactively queried via the accompanying web portal Metabolic Atlas. Specifically, through integrative analysis of Mouse1 with RNA-sequencing data from brain tissues of transgenic mice we identified a coordinated up-regulation of lysosomal GM2 ganglioside and peptide degradation pathways which appears to be a signature metabolic alteration in Alzheimer's disease (AD) mouse models with a phenotype of amyloid precursor protein overexpression. This metabolic shift was further validated with proteomics data from transgenic mice and cerebrospinal fluid samples from human patients. The elevated lysosomal enzymes thus hold potential to be used as a biomarker for early diagnosis of AD. Taken together, we foresee that this evolving open-source platform will serve as an important resource to facilitate the development of systems medicines and translational biomedical applications.
Original languageEnglish
Article numbere2102344118
JournalProceedings of the National Academy of Sciences of the United States of America
Volume118
Issue number30
ISSN0027-8424
DOIs
Publication statusPublished - 2021

Keywords

  • Genome-scale model
  • Animal model
  • Alzheimer’s disease
  • Aβ deposition
  • Translational medicine

Fingerprint

Dive into the research topics of 'Genome-scale metabolic network reconstruction of model animals as a platform for translational research'. Together they form a unique fingerprint.

Cite this