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Myocardial native T1 mapping in the German National Cohort (NAKO): associations with age, sex, and cardiometabolic risk factors

Authors

  • Clemens Ammann
  • Jan Gröschel
  • Hadil Saad
  • Susanne Rospleszcz
  • Christopher Schuppert
  • Thomas Hadler
  • Richard Hickstein
  • Thoralf Niendorf
  • Janis M. Nolde
  • Matthias B. Schulze
  • Karin H. Greiser
  • Josua A. Decker
  • Thomas Kröncke
  • Thomas Küstner
  • Konstantin Nikolaou
  • Stefan N. Willich
  • Thomas Keil
  • Marcus Dörr
  • Robin Bülow
  • Fabian Bamberg
  • Tobias Pischon
  • Christopher L. Schlett
  • Jeanette Schulz-Menger

Journal

  • medRxiv

Citation

  • medRxiv

Abstract

  • BACKGROUND AND AIMS: In cardiovascular magnetic resonance (CMR), myocardial native T1 mapping enables quantitative, non-invasive tissue characterization and is sensitive to subclinical changes in myocardial structure and composition. We investigated how age, sex, and cardiometabolic risk factors are associated with myocardial T1 in a population-based analysis within the German National Cohort (NAKO). METHODS: This cross-sectional study included 29,573 prospectively enrolled participants who underwent CMR-based midventricular T1 mapping at 3.0 T, alongside clinical phenotyping. After artificial intelligence-assisted myocardial segmentation, a subset of 9,162 outliers was subjected to manual quality control according to clinical evaluation standards. Associations with cardiometabolic risk factors, identified through self-reported medical history, clinical chemistry, and blood pressure measurements, were evaluated using adjusted linear regression models. RESULTS: Women had higher T1 values than men, with sex differences progressively declining with age. T1 was significantly elevated in individuals with diabetes (β=3.91 ms; p<0.001), kidney disease (β=3.44 ms; p<0.001), and current smoking (β=6.67 ms; p<0.001). Conversely, hyperlipidaemia was significantly associated with lower T1 (β=−4.41 ms; p<0.001). Associations with hypertension showed a sex-specific pattern: T1 was lower in women but increased with hypertension severity in men. CONCLUSIONS: Myocardial native T1 varies by sex and age and shows associations with major cardiometabolic risk factors. Notably, lower T1 times in participants with hyperlipidaemia may indicate a direct effect of blood lipids on the heart. Our findings support the utility of T1 mapping as a sensitive marker of early myocardial changes and highlight the sex-specific interplay between cardiometabolic health and myocardial tissue composition.


DOI

doi:10.1101/2025.07.16.25331651