Evidence map›Paper›PMID 41671369›Full record

ArticleScience advances2026

Gas vortex discovery in butterfly microcavities for constructing ultrasensitive gas sensors.

Xinyuan Zhou, Yinxia Sun, Manqing Qi, Lindong Ma, Xiaomin Song, Xiaomeng Yin, Hang Wang, Zhenpeng Wang, Kun Li, Tie Wang

Abstract read
In one paragraph

Article in Science advances, 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

10 authors.

Xinyuan ZhouTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.ORCID 0000-0003-1158-792X
Yinxia SunTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.
Manqing QiTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.
Lindong MaTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.
Xiaomin SongTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.ORCID 0009-0007-8204-6692
Xiaomeng YinBeijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China.ORCID 0009-0007-6878-2036
Hang WangState Key Laboratory of Multi-phase Complex Systems, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, P. R. China.
Zhenpeng WangBeijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China.ORCID 0000-0002-0448-3260
Kun LiTianjin Key Laboratory of Film Electronic and Communication Device, Tianjin University of Technology, Tianjin 300384, P. R. China.ORCID 0000-0002-8804-3624
Tie WangTianjin Key Laboratory of Life and Health Detection, Life and Health Intelligent Research Institute, Tianjin University of Technology, Tianjin 300384, P. R. China.ORCID 0000-0001-5965-6520

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gas sensors are pivotal for environmental monitoring and medical diagnostics but usually face the sensitivity-stability trade-off in trace-gas detection. Conventional sensitivity-enhancement strategies rely on reactive surface modifications, which may risk long-term stability, whereas inefficient gas-solid interaction time limits detection sensitivity. Here, we find gas vortex effects in butterfly wings that can prolong molecular residence time and apply this bioinspired mechanism to gas sensor design to resolve this trade-off. We establish a universal design rule: Periodic microcavities with diameter-to-height ratios of 1 to 1.33 generate centralized vortices that prolong molecular residence time by 85% and optimize mass transfer efficiency, as validated through computational fluid dynamics, fluorescence tracking, and Sherwood number analysis. This geometric principle enables metal oxide (ZnO, In

Indexed as

Biosensing TechniquesButterfliesGasesAnimalsBreath TestsHumansGases

Identifiers

PMID41671369
PMCPMC12893315

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.