AUTHOR=Herzig David , Asatryan Babken , Brugger Nicolas , Eser Prisca , Wilhelm Matthias TITLE=The Association Between Endurance Training and Heart Rate Variability: The Confounding Role of Heart Rate JOURNAL=Frontiers in Physiology VOLUME=Volume 9 - 2018 YEAR=2018 URL=https://www.frontiersin.org/journals/physiology/articles/10.3389/fphys.2018.00756 DOI=10.3389/fphys.2018.00756 ISSN=1664-042X ABSTRACT=Heart rate variability (HRV) is a widely used marker of cardiac autonomic nervous activity (CANA). Changes in HRV with exercise training have often been interpreted as increases in vagal activity. HRV is strongly associated with heart rate, which in turn, is associated with heart size. There is strong evidence from basic studies that lower heart rate in response to exercise training is caused by morphological and electrical remodeling of the heart. In a cross-sectional study in participants of a 10 mile race, we investigated the influence of endurance exercise on HRV parameters independently of heart size and heart rate. One-hundred-and-seventy-two runners (52 females, 120 males) ranging from novice runners with a first participation to an endurance event to highly trained runners, with up to 15 hours of training per week, were included in the analysis. R-R intervals were recorded by electrocardiography over 24 hours. Left ventricular end diastolic volume indexed to body surface area (LVEDVI) was assessed by transthoracic echocardiography and peak oxygen consumption (VO2peak) by cardiopulmonary exercise testing. Exercise was quantified by VO2peak, training volume and race performance. HRV was determined during deep sleep and markers of vagal activity were moderately associated with exercise variables (standardized β= 0.28-0.40, all p < 0.001). These associations disappeared when controlling for heart rate and LVEDVI. Due to the intrinsic association between heart rate and HRV, conclusions based on HRV parameters do not necessarily reflect differences in CANA. Based on current evidence, we discourage the use of HRV as a marker of CANA when measuring the effect of chronic exercise.