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Higher peak E/e' (beta = -0.24, p = 0.004) was associated with lower peak VO2 along with age, sex and body mass index (R2 = 0.53). A cluster analysis found left ventricular longitudinal strain, E/e', relative wall thickness and peak VO2 in different clusters. In conclusion, impaired peripheral extraction may contribute to reduced peak VO2in asymptomatic patients with DM. Furthermore, a cluster analysis suggests that cardiopulmonary exercise testing and echocardiography may be complementary for defining subclinical heart failure in patie
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