Evidence map›Paper›PMID 42771659›Full record

ArticlePloS one2026

Effects of coating composition and thickness on thermochromic performance and application in earplugs for swine fever.

Libo Wan, Junxin Luo, Jun Chen, Jing Fan, Yuebu Jike, Yuhao Luo, Danping Wang, Taoli Xiao, Yijun Liao, Yanqing Jia and 6 more

Abstract read
In one paragraph

Article in PloS one, 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
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0citing papers in PubMed
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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

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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

16 authors.

Libo WanSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Junxin LuoSchool of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, Sichuan, China.
Jun ChenSchool of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, Sichuan, China.
Jing FanSchool of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, Sichuan, China.
Yuebu JikeSchool of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, Sichuan, China.
Yuhao LuoSichuan Yibin Wuliangye Jingmei Printing Co., Ltd., Yibin, Sichuan, China.
Danping WangSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Taoli XiaoSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Yijun LiaoSchool of Mechanical and Electrical Engineering, Yibin Industry Polytechnic College, Yibin, Sichuan, China.ORCID https://orcid.org/0000-0003-3669-3390
Yanqing JiaSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Xiaoxiao LiSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Kuan PengSchool of Mechanical Engineering, Chengdu Technological University, Chengdu, Sichuan, China.
Xin GaoSchool of Robotics, Chengdu Technological University, Chengdu, Sichuan, China.
Cheng LiuChengdu Wuyu Industrial Design Co., Ltd., Chengdu, Sichuan, China.
Xiaolin HuSchool of Digital Intelligence Design, Chengdu Technological University, Chengdu, Sichuan, China.
Xinhai ZhouSchool of Architecture, Southwest Minzu University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thermochromic coatings have been widely investigated, with most studies focusing on novel microcapsule systems. However, the thermochromic performance of coatings under a spatially separated heat source, as well as the influence of coating parameters on thermochromic behavior, remains insufficiently explored. In this study, an earplug structure embedded with a thermochromic coating was prepared, and the effects of coating filler content, coating thickness, and dye concentration on thermochromic behavior were systematically investigated. A distinct color transition was successfully achieved even when the coating was positioned away from the heat source. Simulation results indicate that, under a 40 °C heat source, the effective color‑transition temperature of the coating within the earplug structure should be maintained at approximately 34 °C. The incorporation of HBN accelerates the transition process and narrows the color-transition temperature range, enabling complete color change at around 34 °C. In addition, the effective color-changing distance is extended from 2.2 cm to 3.7 cm; however, a high HBN content reduces the ΔE color difference. Increasing coating thickness prolongs the transition time and darkens both the initial and final colors, with a thickness of 30 μm yielding the maximum ΔE value. The addition of blue dye generates visually distinguishable pre-transition and post-transition states. Although increasing blue dye concentration decreases the ΔE value between pre-transition and post-transition colors, it increases the ΔE* value between the post-transition color and pig skin color. Under a 40 °C heat source, the thermochromic coating in the earplug rapidly changes from light purple to blue. These results suggest that thermochromic coatings hold potential for low-cost, visually intuitive earplugs for fever detection in swine, although further validation is required.

Indexed as

FeverAnimalsColorHot TemperatureSwine

Identifiers

PMID42771659
PMCPMC13596828

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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.