Predicting and understanding the response to short-term intensive insulin therapy in people with early type 2

Yury O Nunez Lopez1, Ravi Retnakaran2, Bernard Zinman2

  • 1Translational Research Institute for Metabolism and Diabetes, Florida Hospital, Orlando, FL 32804, USA.

Molecular Metabolism
|December 4, 2018
PubMed
Abstract

Insights

Identifying potential responders to intensive insulin therapy (IIT) in early type 2 diabetes is now possible using baseline miRNA signatures and HbA1c levels. This approach offers insights into the molecular mechanisms underlying beta-cell function recovery.

Area of Science:

  • Endocrinology
  • Molecular Biology
  • Computational Biology

Background:

  • Short-term intensive insulin therapy (IIT) improves beta-cell function in early type 2 diabetes, but patient selection remains a challenge.
  • The molecular mechanisms driving differential responses to IIT are not well understood.

Purpose of the Study:

  • To develop a predictive model for IIT response in early type 2 diabetes.
  • To elucidate the molecular mechanisms, particularly microRNA (miRNA) involvement, underlying IIT response.

Main Methods:

  • Assessed 24 early type 2 diabetes patients before and after 4 weeks of IIT.
  • Utilized machine learning to model IIT response based on baseline clinical data and plasma miRNA profiles.
  • Performed differential expression, correlation, and functional network analyses (FNA) to identify miRNA-mediated mechanisms.

Main Results:

  • Baseline miR-145-5p, miR-29c-3p, and HbA1c levels accurately predicted IIT response (91.7%).
  • Identified a regulatory loop involving miR-145-5p and miR-483-3p/5p in TP53-mediated apoptosis.
  • IIT induced significant changes in specific circulating miRNAs (miR-138-5p, miR-192-5p, miR-195-5p, miR-320b, let-7a-5p) correlated with improved beta-cell function and insulin sensitivity.

Conclusions:

  • Circulating miRNA signatures characterize IIT responders in early type 2 diabetes.
  • This study provides a novel method for identifying potential IIT responders, addressing a clinical limitation.
  • Offers insights into the molecular basis of reversible beta-cell dysfunction, potentially involving miRNA-regulated apoptosis and proliferation.

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