ReviewMethods of assessment of the post-exercise cardiac autonomic recovery: A methodological review☆
Introduction
Exercise is a valuable tool in screening for cardiovascular diseases [1]. In an intensity-dependent manner, the exercise stimulus leads to an autonomic adjustment evidenced by a reduced parasympathetic and an increased sympathetic outflow to the heart [2], [3]. The autonomic stress imposed by exercise continues during the post-exercise period and gradually diminishes with parasympathetic reactivation and sympathetic withdrawal [4]. This autonomic recovery is accompanied by a large decrease in heart rate (HR) [5]. It has been shown that the slower the recovery of cardiac autonomic activity and HR after exercise, the higher is the cardiovascular risk [6], [7], [8], [9].
A Pubmed search using the keywords “heart rate”, “recovery” and “exercise” (only with English language) has returned nearly three thousand titles. However, despite the early studies on HR recovery (HRR) being dated from the 1960s, a quantitative analysis of studies published per year reveals a marked increase in the number of titles issued in the last three decades. This overwhelming growth in the HRR related literature can be attributed to a series of studies elucidating the physiologic mechanisms underpinning HRR as well as its association with health and prognosis [4], [5], [8], [10], [11], [12], [13], [14], [15], [16], [17], [18]. Milestones in the association between HRR and cardiovascular health were the studies conducted by Savin et al. [17], Arai et al. [4], Perini et al. [16] and Imai et al. [5] which demonstrated that HRR is determined by parasympathetic and sympathetic activities at the sinoatrial node. Further advances in the early 2000s included the demonstration of the clinical utility of HRR as a prognostic tool [10], [11], [15], [18], [19], specifically that HRR is an independent predictor of overall and cardiovascular mortality in both asymptomatic individuals [11] and in patients with cardiovascular disease [15], [18]. Since then, studies from other groups have confirmed the prognostic value of HRR [8], [13], [14], [20], [21], [22]. Assessment of HR variability (HRV) during recovery is a complementary method to assess the autonomic recovery after exercise [23], [24], but its prognostic significance has not been determined.
As the analysis of cardiac autonomic recovery after exercise is considered a valuable prognostic tool, several methods of assessment of cardiac autonomic recovery using HR- or HRV-derived indices have been used [5], [12], [16], [23], [25], [26], [27], [28]. While the variety of methods and indices bring a wide perspective in terms of post-exercise cardiac autonomic assessment, the clinical validity, physiologic meaning, mathematical formulation, and reproducibility of these approaches must be comprehensively addressed. In this regard, the aim of this methodological review is to present and critically discuss the pros and cons of the most used indices of assessment of post-exercise cardiac autonomic recovery.
Section snippets
Heart rate regulation: exercise and recovery
HR increases during exercise to account for the increased metabolic demand of the muscles and other tissues [29]. This increase in HR is tightly regulated by the action of central and peripheral mechanisms that project afferent inputs to medullary centres in the brain, resulting in an appropriate efferent response of the autonomic nervous system branches, i.e. a decrease in parasympathetic and an increase in sympathetic activity [30], [31].
Following the end of exercise, there is a progressive
Heart rate recovery assessment
Several indices for HRR assessment have been proposed. Although these indices are derived in several ways (i.e. from simple arithmetic calculations to more complex mathematical procedures), their physiological meaning depends mostly on which HRR phase is being evaluated. Thus, the available indices either address only the fast phase, being markers of parasympathetic reactivation, or include both the fast and slow phases (i.e. the entire recovery curve), being considered markers of both
Heart rate variability after exercise
The analysis of the variation of successive RR intervals [50], is a non-invasive tool for the assessment of cardiac parasympathetic and sympathetic regulation [51], [52], [53]. HRV is typically studied under controlled, rest conditions or with long-term monitoring that may incorporate periods of rest and exertion. HRV is commonly analysed in time or frequency domains [50]. The time-domain indices are mostly based on statistical methods and the frequency indices are obtained from the spectral
Summary and future directions
The analysis of post-exercise cardiac autonomic recovery is a valuable tool for the assessment of autonomic nervous system activity after exercise. Slow HR recovery after exercise is a strong indicator of cardiac autonomic dysfunction and is a powerful independent predictor of cardiovascular morbidity and mortality. A summary of the discussed indices and their characteristics in terms of assessment, physiological determinants, dependence on exercise intensity, prognostic information and
Conflicts of interest
None.
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All authors take responsibility for all aspects of the reliability and freedom from bias of the data presented and their discussed interpretation