Litcius/Paper detail

Defining and Classifying New Subgroups of Diabetes

Ashok Balasubramanyam

2020Annual Review of Medicine40 citationsDOI

Abstract

An etiologically based classification of diabetes is needed to account for the heterogeneity of type 1 and type 2 diabetes (T1D and T2D) and emerging forms of diabetes worldwide. It may be productive for both classification and clinical discovery to consider variant forms of diabetes as a spectrum. Maturity onset diabetes of youth and neonatal diabetes serve as models for etiologically defined, rare forms of diabetes in the spectrum. Ketosis-prone diabetes is a model for more complex forms, amenable to phenotypic dissection. Bioinformatic approaches such as clustering analyses of large datasets and multi-omics investigations of rare and atypical phenotypes are promising avenues to explore and define new subgroups of diabetes.

Topics & Concepts

Diabetes mellitusType 2 diabetesMedicineType 1 diabetesBioinformaticsPhenotypeCluster analysisComputational biologyIntensive care medicineComputer scienceBiologyEndocrinologyGeneticsArtificial intelligenceGeneDiabetes and associated disordersPancreatic function and diabetesDiabetes Management and Research