Evidence map›Paper›PMID 41600182›Full record

ArticleSensors (Basel, Switzerland)2026

Volatile Profiling and Variety Discrimination of Leather Using GC-IMS Coupled with Chemometric Analysis.

Lingxia Wang, Siying Li, Xuejun Zhou, Yang Lu, Xiaoqing Wang, Zhenbo Wei

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

6 authors.

Lingxia WangZhejiang Institute of Quality Science, 398 Jianshesan Road, Hangzhou 311202, China.
Siying LiDepartment of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China.
Xuejun ZhouZhejiang Institute of Quality Science, 398 Jianshesan Road, Hangzhou 311202, China.
Yang LuZhejiang Institute of Quality Science, 398 Jianshesan Road, Hangzhou 311202, China.
Xiaoqing WangZhejiang Institute of Quality Science, 398 Jianshesan Road, Hangzhou 311202, China.
Zhenbo WeiDepartment of Biosystems Engineering, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China.ORCID 0000-0002-4603-1422

Funding

The work was funded by the National Natural Science Foundation of China 31972200
6 · The paper itself

Abstract

Volatile fingerprint analysis using Gas Chromatography-Ion Mobility Spectrometry (GC-IMS) was applied to differentiate cowhide (22 samples), sheepskin (6 samples), and pigskin (6 samples). A total of 126 signal peaks were detected from the whole GC-IMS dataset, with 96 volatile compounds identified. Principal Component Analysis (PCA) revealed distinct clustering: cowhide exhibited unique volatile profiles, separating itself clearly from sheepskin and pigskin, which showed significant similarity. This was confirmed by Hierarchical clustering, K-means clustering (optimal k = 2), and Partial Least Squares Discriminant Analysis (PLS-DA) (R

Indexed as

Gas Chromatography–Ion Mobility Spectrometryleather authenticationmultivariate statistical analysisspecies discriminationvolatile organic compounds

Identifiers

PMID41600182
PMCPMC12845869

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.