Evidence map›Paper›PMID 41227573›Full record

ArticleFoods (Basel, Switzerland)2025

Aroma Profiling and Sensory Association of Six Raspberry Cultivars Using HS-SPME/GC-MS and OPLS-HDA.

Jovana Ljujić, Boban Anđelković, Ivana Sofrenić, Katarina Simić, Ljubodrag Vujisić, Nevena Batić, Stefan Ivanović, Dejan Gođevac

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 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

8 authors.

Jovana LjujićFaculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia.ORCID 0000-0002-0215-0155
Boban AnđelkovićFaculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia.ORCID 0000-0002-9522-1492
Ivana SofrenićFaculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia.ORCID 0000-0002-9799-670X
Katarina SimićInstitute of Chemistry, Technology and Metallurgy, National Institute of the Republic of Serbia, University of Belgrade, Njegoševa 12, 11000 Belgrade, Serbia.ORCID 0000-0001-5060-8936
Ljubodrag VujisićFaculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia.ORCID 0000-0001-7625-7484
Nevena BatićFaculty of Agriculture, University of Belgrade, Nemanjina 6, Zemun, 11080 Belgrade, Serbia.ORCID 0000-0001-9156-0203
Stefan IvanovićInstitute of Chemistry, Technology and Metallurgy, National Institute of the Republic of Serbia, University of Belgrade, Njegoševa 12, 11000 Belgrade, Serbia.ORCID 0000-0002-3291-9818
Dejan GođevacInstitute of Chemistry, Technology and Metallurgy, National Institute of the Republic of Serbia, University of Belgrade, Njegoševa 12, 11000 Belgrade, Serbia.ORCID 0000-0002-0555-581X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, six club raspberry varieties were examined for their aromatic profiles and sensory qualities, and statistical approaches were used to determine how aroma components affect consumer impressions. Analysis of the aroma's chemical composition was performed utilizing headspace SPME and GC-MS. MS-DIAL -v5.5.250627 software was used to identify components from commercial libraries, after 10 repetitions for each variety, followed by manual verification. A sensory evaluation of fresh fruits, with 55 volunteers, was statistically analyzed and linked to chemical composition using multivariate analysis and the OPLS-HDA classification method, which was employed for the first time. Tula Magic was scored the highest in the sensory evaluation compared to Adelita, Himbo Top, Glen Dee, San Rafael, and Cascade Harvest. 2-Heptanol (fresh, lemongrass-like, herbal, floral, fruity, green), heptanal (fresh, aldehydic, fatty, green, herbal), and 2-methyl-6-hepten-1-ol (oily-green, herbaceous-citrusy) separated Tula Magic from the other varieties assessed. The same components were recognized in OPLS as positive contributors to the flavor score, while terpenoids like trans-β-ionone, α-ionone, and α,β-dihydro-β-ionone, as well as 2-heptanone, scored slightly lower. This suggests that a fine balance between the individual components is key to the overall aroma sensation.

Indexed as

GC-MSheadspace solid-phase micro extractionOPLS-HDAraspberry aromasensory analysis

Identifiers

PMID41227573
PMCPMC12608649

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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.