Pilot Study of Real-World Monitoring of the Heart Rate Variability in Amyotrophic Lateral Sclerosis

被引:6
作者
Brown, Alexander A. [1 ]
Ferguson, Bradley J. [2 ,3 ]
Jones, Vovanti [4 ]
Green, Bruce E. [5 ]
Pearre, Justin D. [5 ]
Anunoby, Ifeoma A. [6 ]
Beversdorf, David Q. [2 ,3 ,7 ]
Barohn, Richard J. [7 ]
Cirstea, Carmen M. [2 ]
机构
[1] Univ Missouri, Coll Arts & Sci, Dept Psychol Sci, Columbia, MO USA
[2] Univ Missouri, Sch Hlth Profess, Dept Hlth Psychol, Columbia, MO 65211 USA
[3] Univ Missouri, Sch Med, Dept Radiol, Columbia, MO USA
[4] Univ Missouri, Sch Med, Dept Phys Med & Rehabil, Columbia, MO USA
[5] Univ Missouri, Sch Med, Columbia, MO USA
[6] Univ Missouri, Coll Arts & Sci, Columbia, MO USA
[7] Univ Missouri, Sch Med, Dept Neurol, Columbia, MO USA
来源
FRONTIERS IN ARTIFICIAL INTELLIGENCE | 2022年 / 5卷
关键词
amyotrophic lateral sclerosis; heart rate variability; autonomic nervous system; Vista solution; magnetic resonance imaging; insula; PHYSICAL-ACTIVITY; INSULAR CORTEX; SYSTEM; DEATH; MOTOR; ASSOCIATIONS; INVOLVEMENT; STROKE; ALS;
D O I
10.3389/frai.2022.910049
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
AimsCardiovascular dysautonomia may impact the quality of life and survival in amyotrophic lateral sclerosis (ALS). Such dysfunction is not systematically assessed in these patients. Wearable devices could help. The feasibility of a wearable biosensor to detect heart rate variability (HRV), a physiological marker of sympathovagal balance, was studied for the first time in real-world settings in ALS. MethodsFive ALS patients (two early/three late; one bulbar-onset; mildly-to-moderately disabled) and five age/sex/BMI/comorbidities-matched controls underwent assessment of 3-day HRV via VitalConnect biosensor (worn on the left thorax). De-identified data captured by the biosensor were transferred to a secure cloud server via a relay Bluetooth device. Baseline ALS severity/anxiety and physical activity during testing were documented/quantified. Time-domain HRV measures (i.e., pNN50) were analyzed. ResultsAn overall 3-day abnormal HRV (pNN50 < 3%), was found in three out of five patients (mean +/- SD for the group, 2.49 +/- 1.51). Similar changes were reported in controls (12.32 +/- 21.14%). There were no statistically significant relationships between pNN50 values and baseline anxiety or physical activity during the tested days (p > 0.05 for both groups). A negative correlation was found between pNN50 values and age in patients (p = 0.01) and controls (p = 0.09), which is similar with what is found in the general population. In line with prior studies, pNN50 values were independent of disease stage (p = 0.6) and disability (p = 0.4). ConclusionsThese preliminary results suggest that remote HRV measures using the VitalConnect is feasible and may constitute an improved strategy to provide insights into sympathovagal balance in ALS. Further work with larger sample sizes is warranted.
引用
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页数:8
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  • [1] Sympathetic disturbances increase risk of sudden cardiac arrest in sporadic ALS
    Asai, Hirohide
    Hirano, Makito
    Udaka, Fukashi
    Shimada, Keiji
    Oda, Masaya
    Kubori, Tamotsu
    Nishinaka, Kazuto
    Tsujimura, Takahiro
    Izumi, Yuishin
    Konishi, Noboru
    Matsumoto, Sadayuki
    Kameyama, Masakuni
    Ueno, Satoshi
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 2007, 254 (1-2) : 78 - 83
  • [2] Autonomic impairment in amyotrophic lateral sclerosis
    Baltadzhieva, R
    Gurevich, T
    Korczyn, AD
    [J]. CURRENT OPINION IN NEUROLOGY, 2005, 18 (05) : 487 - 493
  • [3] Benarroch E.E., 2012, Primer on the Autonomic Nervous System, V3rd
  • [4] COMPONENTS OF HEART-RATE VARIABILITY MEASURED DURING HEALING OF ACUTE MYOCARDIAL-INFARCTION
    BIGGER, JT
    KLEIGER, RE
    FLEISS, JL
    ROLNITZKY, LM
    STEINMAN, RC
    MILLER, JP
    [J]. AMERICAN JOURNAL OF CARDIOLOGY, 1988, 61 (04) : 208 - 215
  • [5] Camm AJ, 1996, EUR HEART J, V17, P354
  • [6] The ALSFRS-R: a revised ALS functional rating scale that incorporates assessments of respiratory function
    Cedarbaum, JM
    Stambler, N
    Malta, E
    Fuller, C
    Hilt, D
    Thurmond, B
    Nakanishi, A
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 1999, 169 (1-2) : 13 - 21
  • [7] Anxiety disorders are associated with reduced heart rate variability: a meta-analysis
    Chalmers, John A.
    Quintana, Daniel S.
    Abbott, Maree J. -Anne
    Kemp, Andrew H.
    [J]. FRONTIERS IN PSYCHIATRY, 2014, 5
  • [8] Pre-therapy Neural State of Bilateral Motor and Premotor Cortices Predicts Therapy Gain After Subcortical Stroke: A Pilot Study
    Cirstea, Carmen M.
    Lee, Phil
    Craciunas, Sorin C.
    Choi, In-Young
    Burris, Joseph E.
    Nudo, Randolph J.
    [J]. AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2018, 97 (01) : 23 - 33
  • [9] Magnetic resonance spectroscopy of current hand amputees reveals evidence for neuronal-level changes in former sensorimotor cortex
    Cirstea, Carmen M.
    Choi, In-Young
    Lee, Phil
    Peng, Huiling
    Kaufman, Christina L.
    Frey, Scott H.
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 2017, 117 (04) : 1821 - 1830
  • [10] Handgrip-Related Activation in the Primary Motor Cortex Relates to Underlying Neuronal Metabolism After Stroke
    Cirstea, Carmen M.
    Savage, Cary R.
    Nudo, Randolph J.
    Cohen, Leonardo G.
    Yeh, Hung-Wen
    Choi, In-Young
    Lee, Phil
    Craciunas, Sorin C.
    Popescu, Elena A.
    Bani-Ahmed, Ali
    Brooks, William M.
    [J]. NEUROREHABILITATION AND NEURAL REPAIR, 2014, 28 (05) : 433 - 442