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February 2, 2026European Heart Journal - Cardiovascular Imaging0 citations

Investigating the association of cardiovascular risk factors to baseline breath-hold heterogeneity of myocardial oxygenation- a study using oxygenation-sensitive cardiovascular magnetic resonance

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KLK LindsayEHElizabeth HillierJLJ L Luu

Key Points

  • The study aims to assess the utility of oxygenation-sensitive cardiovascular magnetic resonance (OS-CMR) for identifying markers of vascular function related to cardiovascular risk factors during a brief breath-hold.
  • Cross-sectional design with sex- and age-matched healthy controls and individuals with metabolic risk factors.
  • Subjects underwent OS-CMR exams with a 10-second breath-hold.
  • Automated algorithms generated myocardial contours and assessed signal intensity parameters using custom Python scripts.
  • Statistical tests (T-tests with Bonferroni correction) and multiple linear regression analyses evaluated associations between risk factors and myocardial signal heterogeneity.
  • Myocardial signal entropy significantly lower in at-risk individuals (124±7.49) compared to healthy controls (136±5.7, p<0.0001).
  • Multiple linear regression revealed waist circumference and sex inversely associated with baseline entropy in at-risk individuals, with p-values of 0.006 and 0.01, respectively.
  • No significant associations were found in the control group regarding baseline entropy.

Abstract

Abstract Background Myocardial oxygenation changes observed with Oxygenation-Sensitive Cardiovascular Magnetic Resonance (OS-CMR) during vasoactive breathing manoeuvres are a validated marker for coronary vascular function across multiple cardiovascular pathologies. Previous literature has measured myocardial oxygenation markers derived from a prolonged breath-hold following paced hyperventilation. This study aimed to assess myocardial oxygenation responses during a brief breath-hold, without hyperventilation, as a marker for vascular function associated with cardiovascular risk factors. Purpose To assess the utility of OS-CMR with a brief breath-hold to identify markers of vascular function associated with cardiovascular risk factors. Methods This was a cross-sectional, single-centre study recruiting sex- and age-matched healthy controls and individuals with metabolic risk factors (≥3) but no overt cardiovascular disease. All subjects underwent an OS-CMR exam on a 3T Signa Premier scanner, including a brief breath hold (10s). Myocardial contours were generated using an automated algorithm of a certified software, while signal intensity parameters were extracted using a custom Python script. The script also calculated heterogeneity as defined by myocardial signal entropy, i.e. the inter-pixel standard deviation in images across the cardiac cycle. T tests with Bonferroni correction were used to evaluate between-group differences, and multiple linear regression analyses within each group were used to explore the association of risk factors with heterogeneity. Results 34 healthy controls (50% female, mean age 55±10 years) and 34 at-risk individuals (50% female, mean age 55±10 years) were studied. Myocardial signal entropy across the baseline breath-hold was significantly reduced in the at-risk group (124±7.49) compared to healthy controls (136±5.7, p0.0001). The multiple linear regression analysis showed a significant impact of known metabolic risk factors on baseline entropy within each group; the multivariable model included age, sex, systolic and diastolic blood pressure, HBA1C, triglycerides, HDL cholesterol, and waist circumference. In the at-risk group, waist circumference (β= -0.32±0.10, p=0.006) and sex (β= -5.6±2.1, p=0.01) were inversely associated with baseline entropy. In contrast, in the control group, no factors within the model were significantly associated to baseline entropy. Conclusion Visualized with OS-CMR across a brief baseline breath hold, heterogeneity of myocardial oxygenation is associated with presence of cardiovascular risk factors. In individuals with risk factors, this response was inversely associated to waist circumference, suggesting that abdominal obesity may moderate this response. The clinical utility of this novel marker for cardiovascular risk assessment should be further explored.Entropy and Waist Circumference

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Cite This Study

Lindsay et al. (2026) studied this question.

synapsesocial.com/papers/6980fe8ac1c9540dea810ad4https://doi.org/10.1093/ehjci/jeaf367.486
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