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Article

Machine Learning Model Based on Insulin Resistance Metagenes Underpins Genetic Basis of Type 2 Diabetes.

Biomolecules - 24 Feb 2023

Saxena Aditya, Mathur Nitish, Pathak Pooja, Tiwari Pradeep, Mathur Sandeep Kumar

Abstract excerpt

Insulin resistance (IR) is considered the precursor and the key pathophysiological mechanism of type 2 diabetes (T2D) and metabolic syndrome (MetS). However, the pathways that IR shares with T2D are not clearly understood. Meta-analysis of multiple DNA microarray datasets could provide a robust set of metagenes identified across multiple studies. These metagenes would likely include a subset of genes (key...

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Identifiers

PMID: 36979367
DOI: 10.3390/biom13030432
PMCID: PMC10046262

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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