Evidence map›Paper›PMID 42403483›Full record

ArticleFrontiers in neuroscience2026

Body mass index affects EEG microstate dynamics through blood viscosity in high-altitude environments.

Zian Liu, Yongjun Jing, Runqing Lu, Keqi Song, Niannian Wang, Hao Li

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Article in Frontiers in neuroscience, 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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5 · Who and what money

Authors and funding

6 authors.

Zian LiuXizang Autonomous Region Key Laboratory for High Altitude Brain Science and Environmental Acclimatization, Xizang University, Lhasa, China.
Yongjun JingChina Railway No. 10 Engineering Group Co., Ltd., Lhasa, China.
Runqing LuXizang Autonomous Region Key Laboratory for High Altitude Brain Science and Environmental Acclimatization, Xizang University, Lhasa, China.
Keqi SongXizang Autonomous Region Key Laboratory for High Altitude Brain Science and Environmental Acclimatization, Xizang University, Lhasa, China.
Niannian WangXizang Autonomous Region Key Laboratory for High Altitude Brain Science and Environmental Acclimatization, Xizang University, Lhasa, China.
Hao LiXizang Autonomous Region Key Laboratory for High Altitude Brain Science and Environmental Acclimatization, Xizang University, Lhasa, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-altitude hypoxia imposes substantial challenges on cerebral oxygen delivery and brain functional regulation. Body mass index (BMI) may influence neurophysiological adaptation to such environments through metabolic and hemorheological pathways, yet its relationship with resting-state Electroencephalography (EEG) microstate dynamics remains unclear. This study examined whether blood viscosity (BV) mediates the association between BMI and EEG microstate characteristics in a high-altitude population. A total of 123 permanent residents from Lhasa, Tibet, were initially included. Because only five participants met the obesity criterion, the main statistical analyses were conducted in 118 participants after excluding the obese subgroup. Resting-state eyes-closed EEG data were recorded using a 64-channel system, and standardized 180-s artifact-free segments were used for microstate analysis. Four canonical microstates were identified, and temporal parameters, including coverage, duration, global explained variance, global field power, occurrence, and transition probabilities, were extracted. BMI was calculated from measured height and weight, and BV was estimated using hematological indicators based on a validated high-altitude prediction model. The four identified microstate maps showed topographic patterns broadly consistent with previous EEG microstate studies. Microstate C showed the highest values across several temporal parameters, suggesting a potentially dominant resting-state pattern under high-altitude conditions. BMI was positively correlated with BV, while BV was negatively correlated with the occurrence of microstate B. The mediation model suggested an indirect statistical pathway from BMI to microstate B occurrence through estimated BV: higher BMI was associated with higher estimated BV, which in turn was associated with reduced microstate B occurrence. These findings suggest that BMI-related alterations in resting-state brain dynamics at high altitude may be linked to hemorheological changes. Overall, this study provides preliminary evidence for a BMI-blood viscosity-brain microstate pathway in high-altitude residents. The results highlight BV as a potential physiological bridge between body composition and spontaneous brain activity under chronic hypoxic exposure.

Indexed as

blood viscositybody mass indexEEG microstateshigh altitudehypoxiamicrostate Bresting-state EEG

Identifiers

PMID42403483
PMCPMC13330577

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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.