Costa Madalena D, Redline Susan, Davis Roger B, Mittleman Murray, Goldberger Ary L, Heckbert Susan R
Division of Interdisciplinary Medicine and Biotechnology, Department of Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, Massachusetts, United States.
Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital/Harvard Medical School, Boston, Massachusetts, United States.
Am J Physiol Heart Circ Physiol. 2025 Jul 1;329(1):H258-H266. doi: 10.1152/ajpheart.00295.2025. Epub 2025 Jun 5.
Coronary artery calcification (CAC) is the most reliable noninvasive predictor of major adverse cardiovascular events (MACEs). Individuals with no detectable or minimal CAC (Agatston score 1-100) are considered at the lowest risk. However, MACE does occur in these groups. This study evaluated whether quantification of cardiac vagal activity by heart rate fragmentation (HRF) improved MACE risk prediction beyond CAC imaging. Our study population is a cohort of the Multi-Ethnic Study of Atherosclerosis (MESA). Cox regression models were used to assess the association between HRF, derived from polysomnographic ECGs, and incident MACE in the overall cohort with concurrent polysomnographic ECG and CAC data, and three nonoverlapping subgroups: "very-low-risk" (CAC = 0), "low-risk" (0 < CAC < 100), and "elevated-risk" (CAC ≥ 100). Over a median (1st; 3rd quartiles) follow-up period of 8.9 (8.4; 9.4) yr, there were 164, 29, 47, and 88 incident MACEs in the overall cohort ( = 1,354), very-low-risk ( = 495), low-risk ( = 422), and higher-risk ( = 437) subgroups, respectively. A one standard deviation increment in HRF was associated with a 22% (3%-44%) and a 60% (16%-122%) increase in the rate of MACE in the overall cohort and those without detectable CAC, respectively. Neither the Framingham nor the MESA-CAC index was predictive of MACE in the lowest-risk subgroup until nearly a decade of follow-up. From a physiologic perspective, our results suggest that vagal dysfunction precedes the onset of overt cardiovascular disease (CVD). From a translational perspective, they indicate that HRF enhances risk stratification, especially in populations traditionally classified as very-low risk. This study is the first to show that cardiac parasympathetic function, assessed via heart rate fragmentation (HRF), is independently associated with major adverse cardiovascular events (MACEs) in individuals traditionally considered low-risk due to nondetectable or minimal coronary artery calcification (CAC). HRF outperforms both the Framingham and MESA-CAC risk scores in the lowest-risk subgroup over the short term (<10 yr).
冠状动脉钙化(CAC)是主要不良心血管事件(MACE)最可靠的无创预测指标。未检测到或仅有微量CAC(阿加斯顿评分1 - 100)的个体被认为风险最低。然而,这些人群中确实会发生MACE。本研究评估了通过心率变异性(HRF)量化心脏迷走神经活动是否能在CAC成像之外改善MACE风险预测。我们的研究人群来自动脉粥样硬化多族裔研究(MESA)队列。采用Cox回归模型评估从多导睡眠图心电图得出的HRF与整个队列中同时具有多导睡眠图心电图和CAC数据的MACE事件以及三个不重叠亚组(“极低风险”(CAC = 0)、“低风险”(0 < CAC < 100)和“高风险”(CAC≥100))之间的关联。在中位(第1;第3四分位数)随访期8.9(8.4;9.4)年期间,整个队列(n = 1354)、极低风险亚组(n = 495)、低风险亚组(n = 422)和高风险亚组(n = 437)分别有164、29、47和88例MACE事件。HRF每增加一个标准差,整个队列和未检测到CAC的人群中MACE发生率分别增加22%(3% - 44%)和60%(16% - 122%)。在近十年的随访之前,弗明汉风险评分和MESA - CAC指数在最低风险亚组中均不能预测MACE。从生理学角度来看,我们的结果表明迷走神经功能障碍先于明显心血管疾病(CVD)的发生。从转化医学角度来看,它们表明HRF可增强风险分层,尤其是在传统上被归类为极低风险的人群中。本研究首次表明,通过心率变异性(HRF)评估的心脏副交感神经功能与因未检测到或仅有微量冠状动脉钙化(CAC)而传统上被认为低风险的个体中的主要不良心血管事件(MACE)独立相关。在短期(<10年)内,HRF在最低风险亚组中的表现优于弗明汉风险评分和MESA - CAC风险评分。