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Biophysical Reviews

, Volume 11, Issue 1, pp 119–121 | Cite as

CardiacProfileR: an R package for extraction and visualisation of heart rate profiles from wearable fitness trackers

  • Djordje Djordjevic
  • Beni K. Cawood
  • Sabrina K. Rispin
  • Anushi Shah
  • Leo H. H. Yim
  • Christopher S. Hayward
  • Joshua W. K. HoEmail author
Letter to the Editor
  • 22 Downloads

Introduction

A heart rate profile is constructed from continuous measurement of heart rate before, during and after exercise, typically in the context of an exercise stress test. It contains important clinical parameters such as resting heart rate, maximal heart rate during exercise, and decrease of heart rate in the recovery phase. An increase in resting heart rate, a decrease in heart rate elevation in response to exercise, and a delay in heart rate recovery are significant predictors of sudden death (Cole et al. 1999; Jouven et al. 2005). These measurements, when derived from a controlled exercise stress test regime, have high intra-individual reproducibility over 3 years, indicating their usefulness as a diagnostic tool (Orini et al. 2017).

Heart rate parameters and profiles have been measured and constructed with exercise stress tests under controlled environments. This is often performed with a treadmill in a laboratory setting. With increasingly widespread availability of...

Notes

Funding information

This work was supported in part by funds from the New South Wales Ministry of Health, a National Health and Medical Research Council Career Development Fellowship (1105271 to JWKH) and the National Heart Foundation Future Leader Fellowship (100848 to JWKH).

Compliance with ethical standards

Conflict of interest

Djordje Djordjevic declares that he has no conflict of interest. Beni K. Cawood declares that he has no conflict of interest. Sabrina K. Rispin declares that she has no conflict of interest. Anushi Shah declares that she has no conflict of interest. Leo H. H. Yim declares that he has no conflict of interest. Christopher S. Hayward declares that he has no conflict of interest. Joshua W. K. Ho declares that he has no conflict of interest.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

References

  1. Cole CR, Blackstone EH, Pashkow FJ, Snader CE, Lauer MS (1999) Heart-rate recovery immediately after exercise as a predictor of mortality. N Engl J Med 341:1351–1357CrossRefGoogle Scholar
  2. Dooley EE, Golaszewski NM, Bartholomew JB (2017) Estimating accuracy at exercise intensities: a comparative study of self-monitoring heart rate and physical activity wearable devices. JMIR Mhealth Uhealth 5:e34CrossRefGoogle Scholar
  3. Jouven X, Empana J-P, Schwartz PJ, Desnos M, Courbon D, Ducimetière P (2005) Heart-rate profile during exercise as a predictor of sudden death. N Engl J Med 352:1951–1958CrossRefGoogle Scholar
  4. Lim WK, Davila S, Teo JX, Yang C, Pua CJ, Blöcker C, Lim JQ, Ching J, Yap JJL, Tan SY et al (2018) Beyond fitness tracking: the use of consumer-grade wearable data from normal volunteers in cardiovascular and lipidomics research. PLoS Biol 16:e2004285CrossRefGoogle Scholar
  5. Orini M, Tinker A, Munroe PB, Lambiase PD (2017) Long-term intra-individual reproducibility of heart rate dynamics during exercise and recovery in the UK Biobank cohort. PLoS One 12:e0183732CrossRefGoogle Scholar
  6. Robinson PN (2012) Deep phenotyping for precision medicine. Hum Mutat 33:777–780CrossRefGoogle Scholar
  7. Shcherbina A, Mattsson CM, Waggott D, Salisbury H, Christle JW, Hastie T, Wheeler MT, Ashley EA (2017) Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort. J Pers Med 7Google Scholar
  8. Weyand PG, Smith BR, Puyau MR, Butte NF (2010) The mass-specific energy cost of human walking is set by stature. J Exp Biol 213:3972–3979CrossRefGoogle Scholar

Copyright information

© International Union for Pure and Applied Biophysics (IUPAB) and Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  1. 1.Victor Chang Cardiac Research InstituteDarlinghurstAustralia
  2. 2.The University of New South WalesSydneyAustralia
  3. 3.St Vincent’s HospitalSydneyAustralia
  4. 4.School of Biomedical Sciences, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina

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