Evidence map›Paper›PMID 40556060›Full record

ArticleJournal of food science2025

Chemometrics for Discriminating the Geographical Origin of Korean and Imported Wheat Flour.

Kyu Sang Sim, Hyoyoung Kim, Yong-Kyoung Kim, Ho Jin Kim

Abstract read
In one paragraph

Article in Journal of food science, 2025. 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

4 authors.

Kyu Sang SimNational Agricultural Products Quality Management Service, Gimcheon, Republic of Korea.ORCID https://orcid.org/0009-0003-7849-918X
Hyoyoung KimNational Agricultural Products Quality Management Service, Gimcheon, Republic of Korea.
Yong-Kyoung KimNational Agricultural Products Quality Management Service, Gimcheon, Republic of Korea.
Ho Jin KimDepartment of Food and Nutrition/Institute of Agriculture and Life Science, Gyeongsang National University, Jinju, Republic of Korea.

Funding

Ministry of Education 2022R1A6C101B724
6 · The paper itself

Abstract

Consumers consider geographical origin an important factor when choosing a product. Therefore, research is continuously conducted to determine the country of origin of products such as wheat. In this study, inorganic elements were used to identify Korean and imported wheat flour using inductively coupled plasma (ICP) analysis. Chemometrics was employed to suggest a method for determining the country of origin, which included principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), and orthogonal partial least squares discriminant analysis (OPLS-DA). In PLS-DA and OPLS-DA, 21 and 19 elements were investigated to influence the determination of geographical origin. The elements with the greatest discriminatory power were

Indexed as

ChemometricsFlourTriticumDiscriminant AnalysisGeographyLeast-Squares AnalysisPrincipal Component AnalysisRepublic of KoreaTrace ElementsTrace ElementsCDAchemometricsgeographical originheatmapICP analysisOPLS‐DA

Identifiers

PMID40556060
PMCPMC12187989

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.