Evidence map›Paper›PMID 42630574›Full record

ArticleFrontiers in neurology2026

Convergent 3-6 kHz cochlear vulnerability in aircrew: matching threshold sound conditioning targets to operational flight profiles.

Daehee Lee, Sungshin Jang, Ku Kang, Eunjeong Choi, Chan-Mo Yang, Jin Yoo, Soohwan Kim, Sangyeop Kwak, Doo-Hee Lee

Abstract read
In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

9 authors.

Daehee LeeSound Vaccine, Inc., Daejeon, Republic of Korea.
Sungshin JangSound Vaccine, Inc., Daejeon, Republic of Korea.
Ku KangChemical, Biological, Radiological and Nuclear (CBRN) Defense Research Institute, Ministry of National Defense, Seoul, Republic of Korea.
Eunjeong ChoiIndependent Researcher, Seoul, Republic of Korea.
Chan-Mo YangDepartment of Psychiatry, Wonkwang University School of Medicine, Iksan, Republic of Korea.
Jin YooChemical, Biological, Radiological and Nuclear (CBRN) Defense Research Institute, Ministry of National Defense, Seoul, Republic of Korea.
Soohwan KimChemical, Biological, Radiological and Nuclear (CBRN) Defense Research Institute, Ministry of National Defense, Seoul, Republic of Korea.
Sangyeop KwakSound Vaccine, Inc., Daejeon, Republic of Korea.
Doo-Hee LeeChemical, Biological, Radiological and Nuclear (CBRN) Defense Research Institute, Ministry of National Defense, Seoul, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Commercial and military aircrew operate within a multi-hazard auditory environment that combines cabin acoustic noise, chronic hypobaric hypoxia under regulatory cabin-pressure caps, and altitude-dependent cosmic ionizing radiation. Their convergent action on cochlear vulnerability has not been quantified, and no decision framework exists for matching threshold sound conditioning (TSC) target frequencies to operational flight profiles. This work is a computational, hypothesis-generating framework rather than an empirical study. We propose that the dominant frequency band of cochlear vulnerability in aircrew (3-6 kHz) emerges as the geometric overlap of three mechanism-distinct vulnerability kernels and coincides with the TSC selection region (3, 4 or 6 kHz) evaluated in the Kwak and Kwak 2020 randomized controlled trial. We construct a Cumulative Cochlear Stress Index (CCSI) that combines a CARI-7-derived radiation dose formula, an estimated-alveolar-tension hypoxia term and an A-weighted noise term, weighted by frequency-resolved Gaussian vulnerability kernels in log-octave space. The geometric mean of the three kernels peaks at

Indexed as

Auditory ThresholdCochleaHearing Loss, Noise-InducedCosmic RadiationHumansaircrewcochlear vulnerabilitycosmic radiationhypobaric hypoxiamachine-learningsensorineural hearing lossthreshold sound conditioning

Identifiers

PMID42630574
PMCPMC13494270

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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.