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Animals : an open access journal from MDPI2023; 13(3); 512; doi: 10.3390/ani13030512

Validation of an Equine Smart Textile System for Heart Rate Variability: A Preliminary Study.

Abstract: Electrocardiograms (ECGs), and associated heart rate (HR) and heart rate variability (HRV) measurements, are essential in assessing equine cardiovascular health and fitness. Smart textiles have gained popularity, but limited validation work has been conducted. Therefore, the objective of this study was to compare HR and HRV data obtained using a smart textile system (Myant) to the gold-standard telemetric device (Televet). Simultaneous ECGs were obtained using both systems in seven horses at rest and during a submaximal exercise test. Bland-Altman tests were used to assess agreement between the two devices. Strong to perfect correlations without significant differences between the two devices were observed for all metrics assessed. During exercise, mean biases of 0.31 bpm (95% limits of agreement: -1.99 to 2.61) for HR, 1.43 ms (-11.48 to 14.33) for standard deviation of R-R intervals (SDRR), and 0.04 (-2.30 to 2.38) for the HRV triangular index (TI) were observed. A very strong correlation was found between the two devices for HR ( = 0.9993, < 0.0001) and for HRV parameters (SDRR = 0.8765, < 0.0001; TI = 0.8712, < 0.0001). This study demonstrates that a smart textile system is reliable for assessment of HR and HRV of horses at rest and during submaximal exercise.
Publication Date: 2023-02-01 PubMed ID: 36766401PubMed Central: PMC9913118DOI: 10.3390/ani13030512Google Scholar: Lookup
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Summary

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This research article presents a preliminary validation study on a smart textile system for measuring horses’ heart rate variability (HRV) and heart rate (HR). The authors contrast data collected from the Myant textile system against results from a well-established telemetric device. The study concludes that the smart textile system reliably measures HR and HRV during rest and exercise.

Objective of the Study

  • The main goal was to establish the reliability of a smart textile system, in this case, Myant, for measuring HR and HRV, and compare it against a popular, widely-accepted telemetric device, Televet. To achieve this objective, both devices were used to collect electrocardiograms (ECGs) from seven horses both at rest and during sub-maximal exercise.

Methodology

  • The study utilized the Bland-Altman test, which is a statistical method used to measure the agreement between two different testing methods. By applying this test, the researchers were able to assess the level of agreement between the two devices.

Findings

  • Across all the assessed metrics, the study found strong to perfect correlations with no significant differences between the two devices.
  • Results from the exercise measurements showed a mean bias of 0.31 bpm, 1.43 ms for standard deviation of R-R intervals (SDRR), and 0.04 for the HRV triangular index (TI), these values indicate a high degree of accuracy and consistency in measurements across the two devices.
  • A very strong correlation was also found between the two devices, specifically HR (0.9993) and HRV parameters (SDRR = 0.8765, TI = 0.8712).

Conclusion

  • The study concludes that the smart textile system, Myant, is a reliable tool for assessing HR and HRV in horses, both at rest and during submaximal exercise. This finding supports the broader application of smart textiles in equine health evaluations.

Cite This Article

APA
McCrae P, Spong H, Golestani N, Mahnam A, Bashura Y, Pearson W. (2023). Validation of an Equine Smart Textile System for Heart Rate Variability: A Preliminary Study. Animals (Basel), 13(3), 512. https://doi.org/10.3390/ani13030512

Publication

ISSN: 2076-2615
NlmUniqueID: 101635614
Country: Switzerland
Language: English
Volume: 13
Issue: 3
PII: 512

Researcher Affiliations

McCrae, Persephone
  • Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada.
Spong, Hannah
  • Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada.
Golestani, Nadia
  • Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada.
Mahnam, Amin
  • Department of Research and Development, Myant Inc., Toronto, ON M9W 1B6, Canada.
Bashura, Yana
  • Department of Research and Development, Myant Inc., Toronto, ON M9W 1B6, Canada.
Pearson, Wendy
  • Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada.

Conflict of Interest Statement

Authors P.M. and H.S. hold Mitacs Accelerate fellowships at Myant Inc., the company that produces the smart textile system utilized in this study. A.M. and Y.B. are employed by Myant Inc. No fees were received for the data collection, analysis, or preparation of this manuscript.

References

This article includes 44 references
  1. van Loon G. Cardiac Arrhythmias in Horses.. Vet Clin North Am Equine Pract 2019 Apr;35(1):85-102.
    doi: 10.1016/j.cveq.2018.12.004pubmed: 30871832google scholar: lookup
  2. Mitchell KJ. ECG Interpretation in Equine Practice. .
  3. Popadiuk B, Holopura S. Validation of a Portable ECG Monitor for the Diagnosis of Arrhythmias in Horses Compared to a Standard Electrocardiograph. Sci. Messenger LNU Vet. Med. Biotechnol. 2020;22:20–25.
    doi: 10.32718/nvlvet9704google scholar: lookup
  4. Navas de Solis C. Exercising arrhythmias and sudden cardiac death in horses: Review of the literature and comparative aspects.. Equine Vet J 2016 Jul;48(4):406-13.
    doi: 10.1111/evj.12580pubmed: 27156002google scholar: lookup
  5. Lyle CH, Uzal FA, McGorum BC, Aida H, Blissitt KJ, Case JT, Charles JT, Gardner I, Horadagoda N, Kusano K, Lam K, Pack JD, Parkin TD, Slocombe RF, Stewart BD, Boden LA. Sudden death in racing Thoroughbred horses: an international multicentre study of post mortem findings.. Equine Vet J 2011 May;43(3):324-31.
  6. Mitchell KJ. Equine Electrocardiography.. Vet Clin North Am Equine Pract 2019 Apr;35(1):65-83.
    doi: 10.1016/j.cveq.2018.12.007pubmed: 30871826google scholar: lookup
  7. Mitchell KJ, Schwarzwald CC. Heart rate variability analysis in horses for the diagnosis of arrhythmias.. Vet J 2021 Feb;268:105590.
    doi: 10.1016/j.tvjl.2020.105590pubmed: 33468305google scholar: lookup
  8. Broux B, De Clercq D, Vera L, Ven S, Deprez P, Decloedt A, van Loon G. Can heart rate variability parameters derived by a heart rate monitor differentiate between atrial fibrillation and sinus rhythm?. BMC Vet Res 2018 Oct 25;14(1):320.
    doi: 10.1186/s12917-018-1650-6pmc: PMC6203204pubmed: 30359273google scholar: lookup
  9. Frick L, Schwarzwald CC, Mitchell KJ. The use of heart rate variability analysis to detect arrhythmias in horses undergoing a standard treadmill exercise test.. J Vet Intern Med 2019 Jan;33(1):212-224.
    doi: 10.1111/jvim.15358pmc: PMC6335521pubmed: 30520119google scholar: lookup
  10. Young LE, van Loon G. Equine Sports Medicine and Surgery. 2013. Diseases of the Heart and Vessels; pp. 695–743.
  11. Reef VB, Bonagura J, Buhl R, McGurrin MK, Schwarzwald CC, van Loon G, Young LE. Recommendations for management of equine athletes with cardiovascular abnormalities.. J Vet Intern Med 2014 May-Jun;28(3):749-61.
    doi: 10.1111/jvim.12340pmc: PMC4895474pubmed: 24628586google scholar: lookup
  12. ter Woort F, Dubois G, Didier M, van Erck-Westergren E. Validation of an Equine Fitness Tracker: Heart Rate and Heart Rate Variability. Comp. Exerc. Physiol. 2021;17:189–198.
    doi: 10.3920/CEP200028google scholar: lookup
  13. Ter Woort F, Dubois G, Tansley G, Didier M, Verdegaal L, Franklin S, Van Erck-Westergren E. Validation of an equine fitness tracker: ECG quality and arrhythmia detection.. Equine Vet J 2022 Feb 9;55(2):336-43.
    doi: 10.1111/evj.13565pubmed: 35138653google scholar: lookup
  14. Cherenack K, van Pieterson L. Smart Textiles: Challenges and Opportunities. J. Appl. Phys. 2012;112:091301.
    doi: 10.1063/1.4742728google scholar: lookup
  15. Pantelopoulos A, Bourbakis NG. A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 2010;40:1–12.
  16. McGreevy PD, Sundin M, Karlsteen M, Berglin L, Ternström J, Hawson L, Richardsson H, McLean AN. Problems at the Human-Horse Interface and Prospects for Smart Textile Solutions. J. Vet. Behav. Clin. Appl. Res. 2014;9:34–42.
  17. Guidi A, Lanata A, Valenza G, Scilingo EP, Baragli P. Validation of Smart Textile Electrodes for Electrocardiogram Monitoring in Free-Moving Horses. J. Vet. Behav. 2017;17:19–23.
  18. McCrae P, Spong H, Rutherford AA, Osborne V, Mahnam A, Pearson W. A Smart Textile Band Achieves High-Quality Electrocardiograms in Unrestrained Horses.. Animals (Basel) 2022 Nov 23;12(23).
    doi: 10.3390/ani12233254pmc: PMC9740902pubmed: 36496775google scholar: lookup
  19. Felici M, Nardelli M, Lanatà A, Sgorbini M, Pasquale Scilingo E, Baragli P. Smart textiles biotechnology for electrocardiogram monitoring in horses during exercise on treadmill: Validation tests.. Equine Vet J 2021 Mar;53(2):373-378.
    doi: 10.1111/evj.13296pubmed: 32491229google scholar: lookup
  20. van Erck Westergren E. Value of Field Trials to Investigate Poor Performance in Sport Horses. Equine Vet. J. 2014;46:14.
    doi: 10.1111/evj.12267_43google scholar: lookup
  21. Shaffer F, Ginsberg JP. An Overview of Heart Rate Variability Metrics and Norms.. Front Public Health 2017;5:258.
    doi: 10.3389/fpubh.2017.00258pmc: PMC5624990pubmed: 29034226google scholar: lookup
  22. Thayer JF, Hahn AW, Sollers JJ, van Doornen L, Johnson PJ. Heart rate variability in the horse by ambulatory monitoring.. Biomed Sci Instrum 1997;33:482-5.
    pubmed: 9731407
  23. Physick-Sheard PW, Marlin DJ, Thornhill R, Schroter RC. Frequency domain analysis of heart rate variability in horses at rest and during exercise.. Equine Vet J 2000 May;32(3):253-62.
    doi: 10.2746/042516400776563572pubmed: 10836482google scholar: lookup
  24. Rietmann TR, Staᆲher M, Bernasconi P, Auer JA, Weishaupt MA. The association between heart rate, heart rate variability, endocrine and behavioural pain measures in horses suffering from laminitis.. J Vet Med A Physiol Pathol Clin Med 2004 Jun;51(5):218-25.
  25. Cottin F, Barrey E, Lopes P, Billat V. Effect of repeated exercise and recovery on heart rate variability in elite trotting horses during high intensity interval training.. Equine Vet J Suppl 2006 Aug;(36):204-9.
  26. Ohmura H, Hiraga A, Aida H, Kuwahara M, Tsubone H, Jones JH. Changes in heart rate and heart rate variability in Thoroughbreds during prolonged road transportation.. Am J Vet Res 2006 Mar;67(3):455-62.
    doi: 10.2460/ajvr.67.3.455pubmed: 16506907google scholar: lookup
  27. Nagel C, Aurich J, Aurich C. Determination of heart rate and heart rate variability in the equine fetus by fetomaternal electrocardiography.. Theriogenology 2010 Apr 15;73(7):973-83.
  28. Becker-Birck M, Schmidt A, Lasarzik J, Aurich J, Möstl E, Aurich C. Cortisol Release and Heart Rate Variability in Sport Horses Participating in Equestrian Competitions. J. Vet. Behav. Clin. Appl. Res. 2013;8:87–94.
  29. Munsters CC, de Gooijer JW, van den Broek J, van Oldruitenborgh-Oosterbaan MM. Heart rate, heart rate variability and behaviour of horses during air transport.. Vet Rec 2013 Jan 5;172(1):15.
    doi: 10.1136/vr.100952pubmed: 23143989google scholar: lookup
  30. Bellenger CR, Fuller JT, Thomson RL, Davison K, Robertson EY, Buckley JD. Monitoring Athletic Training Status Through Autonomic Heart Rate Regulation: A Systematic Review and Meta-Analysis.. Sports Med 2016 Oct;46(10):1461-86.
    doi: 10.1007/s40279-016-0484-2pubmed: 26888648google scholar: lookup
  31. McConachie EL, Giguère S, Rapoport G, Barton MH. Heart rate variability in horses with acute gastrointestinal disease requiring exploratory laparotomy.. J Vet Emerg Crit Care (San Antonio) 2016 Mar-Apr;26(2):269-80.
    doi: 10.1111/vec.12362pubmed: 26260488google scholar: lookup
  32. van Vollenhoven E, Grant CC, Fletcher L, Ganswindt A, Page PC. Repeatability and Reliability of Heart Rate Variability in Healthy, Adult Pony Mares. J. Equine Vet. Sci. 2016;46:73–81.
  33. Younes M, Robert C, Cottin F, Barrey E. Speed and Cardiac Recovery Variables Predict the Probability of Elimination in Equine Endurance Events.. PLoS One 2015;10(8):e0137013.
  34. Eggensperger BH, Schwarzwald CC. Influence of 2nd-degree AV blocks, ECG recording length, and recording time on heart rate variability analyses in horses.. J Vet Cardiol 2017 Apr;19(2):160-174.
    doi: 10.1016/j.jvc.2016.10.006pubmed: 28117225google scholar: lookup
  35. Broux B, De Clercq D, Decloedt A, Ven S, Vera L, van Steenkiste G, Mitchell K, Schwarzwald C, van Loon G. Heart rate variability parameters in horses distinguish atrial fibrillation from sinus rhythm before and after successful electrical cardioversion.. Equine Vet J 2017 Nov;49(6):723-728.
    doi: 10.1111/evj.12684pubmed: 28323361google scholar: lookup
  36. Kinnunen S, Laukkanen R, Haldi J, Hanninen O, Atalay M. Heart rate variability in trotters during different training periods.. Equine Vet J Suppl 2006 Aug;(36):214-7.
  37. Szabó C, Vizesi Z, Vincze A. Heart Rate and Heart Rate Variability of Amateur Show Jumping Horses Competing on Different Levels.. Animals (Basel) 2021 Mar 4;11(3).
    doi: 10.3390/ani11030693pmc: PMC7999284pubmed: 33806684google scholar: lookup
  38. Coosemans J, Hermans B, Puers R. Integrating Wireless ECG Monitoring in Textiles. Sens. Actuators A Phys. 2006;130:48–53.
    doi: 10.1016/j.sna.2005.10.052google scholar: lookup
  39. Vitale V, Balocchi R, Varanini M, Sgorbini M, Macerata A, Sighieri C, Baragli P. The Effects of Restriction of Movement on the Reliability of Heart Rate Variability Measurements in the Horse (Equus Caballus). J. Vet. Behav. Clin. Appl. Res. 2013;8:400–403.
  40. Le K, Narayana H, Servati A, Bahi A, Soltanian S, Servati P, Ko F. Electronic Textiles for Electrocardiogram Monitoring: A Review on the Structure–Property and Performance Evaluation from Fiber to Fabric. Text. Res. J. 2022;0:1–33.
    doi: 10.1177/00405175221108208google scholar: lookup
  41. Turini L, Bonelli F, Lanatà A, Vitale V, Nocera I, Sgorbini M, Mele M. Validation of a new smart textiles biotechnology for heart rate variability monitoring in sheep.. Front Vet Sci 2022;9:1018213.
    doi: 10.3389/fvets.2022.1018213pmc: PMC9722759pubmed: 36483489google scholar: lookup
  42. Romagnoli M, Alis R, Guillen J, Basterra J, Villacastin JP, Guillen S. A novel device based on smart textile to control heart's activity during exercise.. Australas Phys Eng Sci Med 2014 Jun;37(2):377-84.
    doi: 10.1007/s13246-014-0271-zpubmed: 24756693google scholar: lookup
  43. Schams P, Feodoroff B, Zacher J, Eibl A, Froböse I. Validation of a smart shirt for heart rate variability measurements at rest and during exercise.. Clin Physiol Funct Imaging 2022 May;42(3):190-199.
    doi: 10.1111/cpf.12746pubmed: 35274441google scholar: lookup
  44. Hong S, Yang Y, Kim S, Shin S, Lee I, Jang Y, Kim K, Yi H. Performance study of the wearable one-lead wireless electrocardiographic monitoring system.. Telemed J E Health 2009 Mar;15(2):166-75.
    doi: 10.1089/tmj.2008.0071pubmed: 19292626google scholar: lookup

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