Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
June 7, 2026Diabetes

Five body composition phenotypes in early-onset T2D link to distinct metabolic profiles without genetic correlation.

View Full Paper
Ask AI
Bookmark
Share

Why the study?

Early-onset newly diagnosed type 2 diabetes exhibits substantial heterogeneity in body composition, prompting investigation of body composition phenotypes, clinical metabolic indicators, and polygenic scores.

Population

256 patients (174 males, 82 females) aged ≤ 40 years with newly diagnosed T2D

Comparison

Comparison across five body composition clusters

Design

Cohort study cluster analysis

Key result

Five distinct body composition phenotypes were identified in 256 patients with early-onset T2D, showing significant differences in metabolic profiles but no correlation with genetic susceptibility.

Authors

RZRui ZhangQRQIAN RENLJLINONG JI

Discussion

Loading...

Member takes

Overview

Phenotype-specific metabolic profiling may refine risk stratification in early-onset T2D; hypothesis-generating for environmental drivers beyond polygenic risk.

Key Points

  • This study aims to identify body composition phenotypes in patients with early-onset newly diagnosed type 2 diabetes and assess their metabolic indicators and polygenic scores.
  • 256 patients ≤ 40 years with newly diagnosed type 2 diabetes were enrolled from the START cohort.
  • Multifrequency bioelectrical impedance analysis measured body composition.
  • Cluster analysis was conducted using K-means based on BMI, body fat percentage, and skeletal muscle index.
  • Five distinct body composition phenotypes were identified: overweight with high muscle (Cluster 1), normal weight (Cluster 2), overweight with high fat (Cluster 3), fat (Cluster 4), and severe fat (Cluster 5).
  • Cluster 5 showed the highest blood pressure, and elevated fasting insulin, ALT, AST, uric acid, HOMA-β, HOMA-IR, and leptin levels.
  • Cluster 2 had the best metabolic profile with the lowest triglycerides, uric acid, fasting insulin, leptin, and HOMA-IR.

Study Design

Type

Observational (n=256)

Structured PICO

P
Population
256 patients aged ≤ 40 years with newly diagnosed type 2 diabetes, analyzed for body composition phenotypes and metabolic profiles.
O
Outcome
Identification of body composition phenotypes and differences in clinical metabolic indicators and polygenic scoressurrogate

Early-onset type 2 diabetes exhibits significant heterogeneity in body composition and metabolic profiles that are not driven by genetic susceptibility, suggesting a strong environmental influence.

Cite This Study

Zhang et al. (2026) conducted an observational in Early-onset newly diagnosed type 2 diabetes (n=256). Body composition phenotypes vs. Between-cluster comparison was evaluated on Differences in clinical metabolic indicators and polygenic scores among body composition phenotypes. Five distinct body composition phenotypes were identified in 256 patients with early-onset T2D, showing significant differences in metabolic profiles but no correlation with genetic susceptibility.

synapsesocial.com/papers/6a250b8b7def13d035e1b80bhttps://doi.org/10.2337/db26-2601-p
View Full Paper
Ask AI
Bookmark
Share