Heart Rate Variability-Based Prediction of Autonomic Dysreflexia After Spinal Cord Injury

Martín Calderón-Juárez, Tiev Miller, Soshi Samejima, Claire Shackleton, Raza N. Malik, Rahul Sachdeva, Tristan W. Dorey, Andrei V. Krassioukov

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

Autonomic dysreflexia (AD) is a common autonomic complication of spinal cord injury (SCI) characterized by a sudden increase is blood pressure triggered by peripheral stimulation, such as bladder distention. Iatrogenic AD events often occur during various medical procedures including urodynamic assessments (UDSs) used to evaluate lower urinary tract (LUT) function in individuals with SCI. To date, there are no established clinical practices that would allow early detection of the development of episodes of AD. Heart rate variability (HRV) is a reliable and non-invasive metric for evaluating autonomic regulation of the cardiovascular system, with demonstrated utility in people with SCI during UDSs. We aim to provide a comprehensive evaluation of cardiovascular function during UDS-induced AD using ultra-short-term HRV analysis and identify changes in cardiovascular dynamics to predict the onset of AD. We assessed cardiovascular data in a total of 24 participants with sensorimotor complete SCI above T6 (17 males, 7 females, median age = 43 [36-50] years) who experienced AD during UDS. We used continuous electrocardiographic recordings to evaluate HRV in 60 sec overlapping windows during filling cystometry. The mean of “normal-to-normal” heartbeats (meanNN), its standard deviation (SDNN), and the root mean square of successive differences (RMSSD) were calculated and used in all subsequent analyses. We found that SDNN and RMSSD diminished during the early phase of bladder filling and sharply increased during AD. Using the lowest point of statistical variability in heart rate (i.e., SDNN), we were able to predict AD events within 240 sec (percentile 25-percentile 75: 172-339 sec) before the first systolic blood pressure peak after AD onset (sensitivity = 0.667; specificity = 0.875). Our results indicated a temporary increase in sympathetic activity during the early phase of bladder filling, which is followed by an increase in parasympathetic outflow to the heart when AD occurs. These findings have significant clinical implications that extend beyond the context of UDS and demonstrate the importance of identifying early changes in HRV in order to accurately predict AD episodes in people living with SCI.

Original languageEnglish
Pages (from-to)1172-1180
Number of pages9
JournalJournal of Neurotrauma
Volume41
Issue number9-10
DOIs
StatePublished - May 25 2024

Bibliographical note

Publisher Copyright:
Copyright 2024, Mary Ann Liebert, Inc., publishers.

Funding

All equipment used for this study was funded via grant support by the Canadian Foundation for Innovation/BC Knowledge Development Fund (CFI/ BCKDF) (35869). Principal investigator was A.V.K. A.V.K. holds an endowed chair in rehabilitation medicine, University of British Columbia, and his laboratory is supported by funds from the Canadian Institute for Health Research (PJT-156033), Rick Hansen Foundation (35869 IOF), Praxis Spinal Cord Institute (#G2021-30), United States Department of Defense (W81XWH-22-1-0929), International Spinal Research Trust (#GR019728), and the Wings for Life Spinal Cord Research Foundation (WFL-CA-20/21). M.C.-J. is supported by the Paralyzed Veterans of America Fellowship (#3202). T.M. is supported by a Michael Smith Foundation for Health Research post-doctoral fellowship award (#RT-2022-2752) and the Rick Hansen Foundation (#2007-21). S.S. is supported by a Paralyzed Veterans of America post-doctoral fellowship award (#3190), the Rick Hansen Foundation (#2007-21), and the Wings for Life Spinal Cord Research Foundation (#2020_097). C.S. is supported by Paralyzed Veterans of America (#3189), the Rick Hansen Foundation (#2007-21), and the Canadian Institute for Health Research (#489969). R.N.M. is supported by the Paralyzed Veterans of America Fellowship (#3196). R.S. is supported by Wings for Life Spinal Cord Research Foundation (Proj. 260) and the United States Department of Defense (SC21007). The authors acknowledge the support of the Praxis Spinal Cord Institute (G2021-34) for the research planning and the International Spinal Research Trust (BBS 004) as the major funder of this study. The sponsors of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.

FundersFunder number
post-doctoral fellowship
Canada Foundation for Innovation
Univ. of Northern British Columbia
International Spinal Research Trust
Praxis Spinal Cord Institute#G2021-30
Rick Hansen Foundation35869 IOF
Canadian Institutes of Health ResearchPJT-156033
Paralyzed Veterans of AmericaG2021-34, 3190, 2020_097, 3189, SC21007, BBS 004, 260, 489969, 3196
Wings for Life Spinal Cord Research FoundationWFL-CA-20/21, 3202
Michael Smith Foundation for Health Research2007-21, -2022-2752
British Columbia Knowledge Development FundCFI/ BCKDF, 35869
U.S. Department of DefenseW81XWH-22-1-0929

    Keywords

    • autonomic dysreflexia
    • cardiovascular monitoring
    • heart rate variability
    • prediction
    • spinal cord injury
    • urodynamics

    ASJC Scopus subject areas

    • Clinical Neurology

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