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Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder.

Journal articles  - Journal Article, Review
Henry, K; Murray, B; Kamaleswaran, R; Smith, SE; Moore, EG; Blotske, K; Sikora, A
Published in: Crit Care Explor
March 1, 2026

Heart rate variability (HRV) reflects autonomic nervous system function and has emerged as a potential noninvasive biomarker for early detection of physiologic deterioration in critical illness. HRV-based prediction models show promise; however, translation into routine ICU practice has been limited. A major barrier is the insufficient characterization of medication effects on HRV. Pharmacologic agents commonly used in critical care, including vasopressors, steroids, and antiarrhythmics, can directly or indirectly alter autonomic tone, yet existing studies rarely account for these influences. As a result, medication-induced HRV changes may represent meaningful therapeutic response or misleading confounding noise, complicating interpretation. Current studies do not adequately account for medication exposure when evaluating HRV in critical illness. We outline research priorities focused on quantifying medication effects, integrating medication exposure into predictive modeling, evaluating HRV as a marker of treatment response, and determining the utility of HRV as a treatment target.

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Published In

Crit Care Explor

DOI

EISSN

2639-8028

Publication Date

March 1, 2026

Volume

8

Issue

3

Start / End Page

e1386

Location

United States

Related Subject Headings

  • Vasoconstrictor Agents
  • Humans
  • Heart Rate
  • Critical Illness
  • Critical Care
  • Biomarkers
  • Autonomic Nervous System
  • Anti-Arrhythmia Agents
  • 3202 Clinical sciences
 

Citation

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Henry, K., Murray, B., Kamaleswaran, R., Smith, S. E., Moore, E. G., Blotske, K., & Sikora, A. (2026). Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder. Crit Care Explor, 8(3), e1386. https://doi.org/10.1097/CCE.0000000000001386
Henry, Kelli, Brian Murray, Rishikesan Kamaleswaran, Susan E. Smith, Emily Grace Moore, Kaitlin Blotske, and Andrea Sikora. “Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder.Crit Care Explor 8, no. 3 (March 1, 2026): e1386. https://doi.org/10.1097/CCE.0000000000001386.
Henry K, Murray B, Kamaleswaran R, Smith SE, Moore EG, Blotske K, et al. Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder. Crit Care Explor. 2026 Mar 1;8(3):e1386.
Henry, Kelli, et al. “Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder.Crit Care Explor, vol. 8, no. 3, Mar. 2026, p. e1386. Pubmed, doi:10.1097/CCE.0000000000001386.
Henry K, Murray B, Kamaleswaran R, Smith SE, Moore EG, Blotske K, Sikora A. Medication Effects on Heart Rate Variability in Critical Illness: The Overlooked Confounder. Crit Care Explor. 2026 Mar 1;8(3):e1386.

Published In

Crit Care Explor

DOI

EISSN

2639-8028

Publication Date

March 1, 2026

Volume

8

Issue

3

Start / End Page

e1386

Location

United States

Related Subject Headings

  • Vasoconstrictor Agents
  • Humans
  • Heart Rate
  • Critical Illness
  • Critical Care
  • Biomarkers
  • Autonomic Nervous System
  • Anti-Arrhythmia Agents
  • 3202 Clinical sciences