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Pathophysiology-based subphenotyping of individuals at elevated risk for type 2 diabetes
Robert Wagner1,2,3, Martin Heni4,5,6,7, Adam G Tabák8,9,10
1Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany. robert.wagner@uni-tuebingen.de.
Prediabetes has diverse forms, not all leading to type 2 diabetes. Some prediabetes types increase risks for kidney disease and mortality, highlighting the need for personalized risk assessment.
Area of Science:
- Endocrinology
- Metabolic Disease Research
- Personalized Medicine
Background:
- Intermediate hyperglycemia, or prediabetes, signifies increased type 2 diabetes risk.
- Current prediabetes definitions lack predictive power for disease progression and underlying pathophysiology.
- Heterogeneity in prediabetes may influence future metabolic health and complication risks.
Purpose of the Study:
- To identify distinct pathophysiological subphenotypes of prediabetes.
- To determine if these subphenotypes predict differential risks for type 2 diabetes and other complications.
- To validate findings in an independent cohort.
Main Methods:
- Utilized partitioning on variables from oral glucose tolerance tests, MRI-assessed body fat distribution, liver fat content, and genetic risk.
- Analyzed an extensively phenotyped cohort at increased risk for type 2 diabetes.
- Replicated findings in an independent cohort using anthropometric and glycemic data.
Main Results:
- Identified six distinct prediabetes subphenotypes (clusters).
- Clusters 3 and 5 showed imminent type 2 diabetes risk.
- Cluster 6 exhibited moderate type 2 diabetes risk but elevated risks for kidney disease and all-cause mortality.
- Findings were replicated in an independent cohort.
Conclusions:
- Significant pathophysiological heterogeneity exists within prediabetes.
- Subphenotyping prediabetes can identify individuals at high risk for complications beyond type 2 diabetes.
- This approach enables more precise risk stratification and personalized management strategies for individuals with intermediate hyperglycemia.
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