TY - JOUR
T1 - Two phenotypes of metabolic cardiomyopathy
T2 - Data-driven cluster analysis of non-invasively determined cardiovascular phenotypical traits: Two phenotypes of diabetic cardiomyopathy
AU - Madsen, Per Lav
AU - Mizrak, Ikram
AU - Sørensen, Martin Heyn
AU - Gæde, Peter Haulund
AU - Bojer, Annemie Stege
N1 - Publisher Copyright:
© 2025
PY - 2026/2
Y1 - 2026/2
N2 - Objective: To evaluate if metabolic cardiomyopathy comprises different phenotypes. Methods: Data-driven cluster analysis with hierarchical clustering followed by gap and silhouette width analysis and clustering by k-means was conducted on cardiovascular variables in a cohort of 192 patients with type 2 diabetes (T2D). Results: Two distinct clusters were identified. 59 % of patients with DM2 had small left ventricles and atria with normal mass, high heart rate with small stroke volumes, and only moderately impaired myocardial perfusion reserve (3.32 ± 1.20 vs. 5.07 ± 1.51 ml/min/g in normal controls, p < 0.01). With equal e/e and extracellular volumes, other 41 % of patients with T2D had eccentric hypertrophic large left ventricles with dilated left atria, high stroke volumes, and a mean 6 mmHg higher mean arterial blood pressure and mean 15 mmHg higher pulse pressure, lower heart rates and lower myocardial perfusion reserve (2.60 ± 0.87 mL/min/g, P < 0.01 vs. other groups). Conclusions: Two distinct types of cardiomyopathies were identified. The majority exhibited small left hearts with only moderate impairment in myocardial perfusion ratio. However, when stiff conductance arteries were present, cardiomyopathy with larger and eccentrically hypertrophic left ventricles and markedly reduced myocardial perfusion ratio was observed. Future research should seek to determine if these two phenotypes carry independent prognostic implications and should be treated differently.
AB - Objective: To evaluate if metabolic cardiomyopathy comprises different phenotypes. Methods: Data-driven cluster analysis with hierarchical clustering followed by gap and silhouette width analysis and clustering by k-means was conducted on cardiovascular variables in a cohort of 192 patients with type 2 diabetes (T2D). Results: Two distinct clusters were identified. 59 % of patients with DM2 had small left ventricles and atria with normal mass, high heart rate with small stroke volumes, and only moderately impaired myocardial perfusion reserve (3.32 ± 1.20 vs. 5.07 ± 1.51 ml/min/g in normal controls, p < 0.01). With equal e/e and extracellular volumes, other 41 % of patients with T2D had eccentric hypertrophic large left ventricles with dilated left atria, high stroke volumes, and a mean 6 mmHg higher mean arterial blood pressure and mean 15 mmHg higher pulse pressure, lower heart rates and lower myocardial perfusion reserve (2.60 ± 0.87 mL/min/g, P < 0.01 vs. other groups). Conclusions: Two distinct types of cardiomyopathies were identified. The majority exhibited small left hearts with only moderate impairment in myocardial perfusion ratio. However, when stiff conductance arteries were present, cardiomyopathy with larger and eccentrically hypertrophic left ventricles and markedly reduced myocardial perfusion ratio was observed. Future research should seek to determine if these two phenotypes carry independent prognostic implications and should be treated differently.
UR - http://www.scopus.com/inward/record.url?scp=105027156214&partnerID=8YFLogxK
U2 - 10.1016/j.diabres.2025.113081
DO - 10.1016/j.diabres.2025.113081
M3 - Journal article
C2 - 41485645
AN - SCOPUS:105027156214
SN - 0168-8227
VL - 232
JO - Diabetes Research and Clinical Practice
JF - Diabetes Research and Clinical Practice
M1 - 113081
ER -