ArticleMolecular metabolism2019
Discovering metabolic disease gene interactions by correlated effects on cellular morphology.
Article in Molecular metabolism, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 22 citations in OpenAlex.
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- An Alternatively Translated Isoform of PPARG Suggests AF-1 Domain Inhibition as an Insulin Sensitization Target.Diabetes · 2025Article
- Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy.Nature communications · 2024Article
- Inflammation causes insulin resistance in mice via interferon regulatory factor 3 (IRF3)-mediated reduction in FAHFA levels.Nature communications · 2024Article
- Approaches to investigating metabolism in human neurodevelopment using organoids: insights from intestinal and cancer studies.Development (Cambridge, England) · 2022Article
- Characterization ofMarine drugs · 2022Article
- Gaining insight into metabolic diseases from human genetic discoveries.Trends in genetics : TIG · 2021Review
- RNA Flow Cytometry for the Study of T Cell Metabolism.International journal of molecular sciences · 2021Review
- Image-based profiling for drug discovery: due for a machine-learning upgrade?Nature reviews. Drug discovery · 2021Review
- Computational Methods for Single-Cell Imaging and Omics Data Integration.Frontiers in molecular biosciences · 2021Review
- Oligomers of the lipodystrophy protein seipin may co-ordinate GPAT3 and AGPAT2 enzymes to facilitate adipocyte differentiation.Scientific reports · 2020Article
Corrections and comments
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Authors and funding
22 authors at 4 institutions in 2 countries.
Funding
Abstract
objectiveImpaired expansion of peripheral fat contributes to the pathogenesis of insulin resistance and Type 2 Diabetes (T2D). We aimed to identify novel disease-gene interactions during adipocyte differentiation.
methodsGenes in disease-associated loci for T2D, adiposity and insulin resistance were ranked according to expression in human adipocytes. The top 125 genes were ablated in human pre-adipocytes via CRISPR/CAS9 and the resulting cellular phenotypes quantified during adipocyte differentiation with high-content microscopy and automated image analysis. Morphometric measurements were extracted from all images and used to construct morphologic profiles for each gene.
resultsOver 10
conclusionsA morphometric approach in adipocytes can resolve multiple cellular mechanisms for metabolic disease loci; this approach enables mechanistic interrogation of the hundreds of metabolic disease loci whose function still remains unknown.
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