Evidence mapPaperPMID 41596245Full record

ArticleInternational journal of molecular sciences2026

Integrated Blood Biomarker and Neurobehavioural Signatures of Latent Neuroinjury in Experienced Military Breachers Exposed to Repetitive Low-Intensity Blast.

Alex P Di Battista, Maria Y Shiu, Oshin Vartanian, Catherine Tenn, Ann Nakashima, Janani Vallikanthan, Timothy Lam, Shawn G Rhind

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

8 authors.

Alex P Di BattistaToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.ORCID 0000-0002-3325-6833
Maria Y ShiuToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.
Oshin VartanianToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.
Catherine TennSuffield Research Centre, Defence Research and Development Canada, Medicine Hat, AB T1A 8K6, Canada.ORCID 0009-0007-8417-5332
Ann NakashimaToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.
Janani VallikanthanToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.
Timothy LamToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.
Shawn G RhindToronto Research Centre, Defence Research and Development Canada, Toronto, ON M3K 2C9, Canada.ORCID 0000-0003-2300-0620

Funding

Canadian Department of National Defence (DND) not applicableDefence Research and Development Canada - Department of National Defence NA
6 · The paper itself

Abstract

Repeated exposure to low-level blast overpressure (BOP) during controlled detonations is an emerging occupational health concern for military breachers and Special Operations Forces personnel, given accumulating evidence that chronic exposure may produce subtle, subclinical neurotrauma. This study derived a latent neuroinjury construct integrating three complementary domains of brain health-post-concussive symptoms, working-memory performance, and circulating biomarkers-to determine whether breachers exhibit coherent patterns of neurobiological alteration. Symptom severity was assessed using the Rivermead Post-Concussion Questionnaire (RPQ), and working memory was assessed with the N-Back task and a panel of thirteen neuroproteomic biomarkers was measured reflecting astroglial activation, neuronal and axonal injury, oxidative stress, inflammatory signaling, and neurotrophic regulation. Experienced Canadian Armed Forces breachers with extensive occupational BOP exposure were compared with unexposed controls. Bayesian latent-variable modeling provided probabilistic evidence for a chronic, subclinical neurobiological signal, with the strongest contributions arising from self-reported symptoms and smaller but consistent contributions from the biomarker domain. Working-memory performance did not load substantively on the latent factor. Several RPQ items and circulating biomarkers showed robust loadings, and the latent neuroinjury factor was elevated in breachers relative to controls (97% posterior probability). The pattern is broadly consistent with subclinical neurobiological stress in the absence of measurable cognitive impairment, suggesting early or compensated physiological alterations rather than overt dysfunction. This multidomain, biomarker-informed framework provides a mechanistically grounded and scalable approach for identifying subtle neurobiological strain in military personnel routinely exposed to repetitive low-level blast. It may offer value for risk stratification, operational health surveillance, and the longitudinal monitoring of neurobiological change in high-risk occupations.

Indexed as

BiomarkersBlast InjuriesMilitary PersonnelPost-Concussion SyndromeAdultBayes TheoremHumansMaleMemory, Short-TermBiomarkersaxonal injuryBayesian latent-variable modelingblast overpressureblood biomarkersbrain health monitoringGFAPmilitary breachersneurofilament light chainoccupational exposureRivermead Post-Concussion Symptoms Questionnairesubconcussive neurotraumatau proteintraumatic brain injuryworking memory

Identifiers

PMID41596245
PMCPMC12840665

What Socratic holds

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LicenceCC BY
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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 Socratic graph.