Evidence map›Paper›PMID 42630888›Full record

ReviewFrontiers in physiology2026

Cognitive risk during underwater exposure: from environmental stressors to assessment and context-aware monitoring.

Houyu Zhao, Longfei Wang, Yucheng Zhao, Nan Zhao, Shi Zhang, Yan Wang, Xuhua Yu, Yiqun Fang

Abstract readReview
In one paragraph

Review in Frontiers in physiology, 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

8 authors.

Houyu Zhao *Department of Diving Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Longfei Wang *Department of Underwater and Hyperbaric Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Yucheng Zhao *Department of Medical Research, Naval Medical Specialty Center, Naval Medical University, Shanghai, China.
Nan ZhaoDepartment of Underwater and Hyperbaric Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Shi ZhangDepartment of Diving Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Yan WangDepartment of Diving Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Xuhua YuDepartment of Underwater and Hyperbaric Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.
Yiqun FangDepartment of Underwater and Hyperbaric Medicine, Navy Special Medical Center, Naval Medical University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Underwater exposure imposes a distinctive cognitive burden because divers must maintain performance while environmental and physiological safety margins can change rapidly. Safe performance depends on attention, psychomotor speed, executive control, working memory, spatial orientation, metacognition, and decision-making, each of which may be influenced by pressure, breathing gases, respiratory load, immersion, thermal stress, fatigue, and individual susceptibility. Evidence from recreational, technical, breath-hold, and saturation diving remains difficult to synthesize because studies differ in exposure mode, gas composition, timing, task selection, ecological validity, and operational endpoints. This narrative state-of-the-art review addresses three questions: which stressors shape cognitive risk, how risk is currently assessed, and how selected signals might contribute to future context-aware estimation without adding unsafe task burden. We describe the literature-identification strategy, define cognitive risk as a probabilistic and baseline-referenced state rather than a single test abnormality, and map vulnerable domains to operational hazards such as delayed response, navigation error, unsafe gas decisions, missed alarms, and delayed recovery. We critically evaluate behavioral tasks, CFFF, EEG/ERP, HRV, electrodermal activity, NIRS, respiratory CO

Indexed as

cognitive impairmentcontext-aware monitoringcritical flicker fusion frequencydiving physiologyEEGheart rate variabilityunderwater exposure

Identifiers

PMID42630888
PMCPMC13494714

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.