{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,28]],"date-time":"2026-10-28T22:48:57Z","timestamp":1793227737987,"version":"4.5.0"},"reference-count":43,"publisher":"SAGE Publications","issue":"9-10","license":[{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Neurotrauma"],"published-print":{"date-parts":[[2024,5]]},"abstract":"<jats:p>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\u2009=\u200943 [36\u201350] years) who experienced AD during UDS. We used continuous electrocardiographic recordings to evaluate HRV in 60\u2009sec overlapping windows during filling cystometry. The mean of \u201cnormal-to-normal\u201d 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\u2009sec (percentile 25\u2013percentile 75: 172\u2013339\u2009sec) before the first systolic blood pressure peak after AD onset (sensitivity\u2009=\u20090.667; specificity\u2009=\u20090.875). 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.<\/jats:p>","DOI":"10.1089\/neu.2023.0583","type":"journal-article","created":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T04:03:17Z","timestamp":1705032197000},"page":"1172-1180","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":17,"title":["Heart Rate Variability-Based Prediction of Autonomic Dysreflexia After Spinal Cord Injury"],"prefix":"10.1177","volume":"41","author":[{"given":"Mart\u00edn","family":"Calder\u00f3n-Ju\u00e1rez","sequence":"first","affiliation":[{"name":"International Collaboration on Repair Discoveries, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada."},{"name":"Division of Physical Medicine and Rehabilitation, Faculty of 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