Evidence map›Paper›PMID 42600155›Full record

ArticleJMIR research protocols2026

Autonomic Nervous System Responses to Rest and Exertion Following Concussion (the Measuring ANSWERS Study): Protocol for a 2-Aim Cross-Sectional and Longitudinal Observational Study.

Wesley R Cole, Aidan E Finegan, Adam W Kiefer, Aaron M Sinnott, Meredith Mann, Baiming Zou, Meisheng Xiao, Brittany L Heikke, Dominic Willoughby, Ryan MacPherson and 5 more

Abstract readClinical Trial Protocol
In one paragraph

Article in JMIR research protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Wesley R ColeDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-3617-2333
Aidan E FineganDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0004-1322-9514
Adam W KieferDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-4213-3349
Aaron M SinnottDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-8887-759X
Meredith MannDepartment of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0003-8409-2853
Baiming ZouDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-7879-9460
Meisheng XiaoDepartment of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0000-2164-4794
Brittany L HeikkeDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0001-2957-7175
Dominic WilloughbyDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0001-5937-5630
Ryan MacPhersonDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-4821-5580
Katelyn A Holter-SoerensenDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0001-3457-5748
Chloe D CampbellDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0009-0002-8502-3174
Madison C ChandlerDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-4909-7379
Johna K Register-MihalikDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0002-4229-4743
Jason P MihalikDepartment of Exercise and Sport Science, Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0001-6085-8322

Funding

Department of Defense HT94252310642
6 · The paper itself

Abstract

backgroundAutonomic nervous system (ANS) dysregulation is increasingly linked to concussion. However, studies examining the relationship between concussion and ANS measures, such as heart rate (HR), HR variability (HRV), and pupillary light reflex (PLR), are limited by small sample sizes, inconsistent control of confounders, and methodological heterogeneity, thereby limiting clinical translation.

objectiveThe Measuring Autonomic Nervous System in Warfighters Following Exertion and Resting Stressors (ANSWERS) study aims to address these limitations by incorporating adequate sample sizes, using appropriate ANS recording protocols, and controlling for confounders.

methodsThis 2-aim study integrates cross-sectional and longitudinal observational designs to clarify the relationship between ANS measures and commonly used symptom- and clinical performance-based assessments and to track how these measures change over time. In aim 1 (cross-sectional), we will evaluate differences and associations between ANS function and performance on standard postconcussion clinical performance and symptom measures in 150 participants (50 military service members [SMs] and 100 collegiate club athletes, analyzed separately), stratified by concussion history. Participants will complete resting and exertional ANS measures as well as a battery of cognitive, balance, vestibular, oculomotor, and symptom assessments. In aim 2 (longitudinal), we will track 50 athletes with concussion and 50 age-, sex-, and sport-matched controls using the same assessments across 3 time points: within 7 days of injury, at participant-reported symptom resolution, and 1 to 2 weeks following clearance for return to activity.

resultsThe Measuring ANSWERS study was funded in August 2023, with participant recruitment initiated in November 2023 and expected to continue through August 2027. As of July 2026, a total of 122 (48.8%) of the planned 250 participants have been enrolled, with data collection ongoing and study findings anticipated to be disseminated in late 2027.

conclusionsThe Measuring ANSWERS study will provide a reproducible, standardized framework for assessing ANS function after concussion and may inform the integration of physiological markers into return-to-activity decision-making in both athlete and military populations. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/103400.

Indexed as

Autonomic Nervous SystemBrain ConcussionPhysical ExertionRestCross-Sectional StudiesFemaleHeart RateHumansLongitudinal StudiesMaleMilitary PersonnelObservational Studies as Topicautonomic nervous systemcollegiate athletesconcussionheart rate variabilitymild traumatic brain injurymilitary service members

Identifiers

PMID42600155
PMCPMC13525365

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.