Evidence map›Paper›PMID 41683185›Full record

ArticleFoods (Basel, Switzerland)2026

Integrated Molecular Informatics and Sensory-Omics Study of Core Trace Components and Microbial Communities in Sauce-Aroma High-Temperature Daqu from Chishui River Basin.

Dandan Song, Lulu Song, Xian Zhong, Yashuai Wu, Yuchao Zhang, Liang Yang

Abstract read
In one paragraph

Article in Foods (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.

Dandan SongSchool of Brewing Engineering, Moutai Institute, Renhuai 564501, China.
Lulu SongSchool of Brewing Engineering, Moutai Institute, Renhuai 564501, China.
Xian ZhongSchool of Brewing Engineering, Moutai Institute, Renhuai 564501, China.
Yashuai WuSchool of Food Science and Engineering, South China University of Technology, Guangzhou 510640, China.
Yuchao ZhangSchool of Brewing Engineering, Moutai Institute, Renhuai 564501, China.
Liang YangSchool of Brewing Engineering, Moutai Institute, Renhuai 564501, China.ORCID 0000-0002-2025-2067

Funding

Guizhou Provincial Basic Research Program (Natural Science) QianKeHeJiChu-ZD[2025]018Moutai Institute & Guangdong Li'er'an Chemical Industry Group Co., Ltd XYNJ20240104Research Foundation for Scientific Scholars of Moutai Institute mygccrc[2022]011, mygccrc[2022]013Science and Technology Innovation Team of Moutai Institute MTXYTD202501The Fund of Zunyi Technology and Big data Bureau, Moutai Institute Joint Science and Technology Research and Development Project ZunShiKeHe HZ Zi[2023]112
6 · The paper itself

Abstract

Flavor-relevant trace volatiles and microbial communities were examined in six sauce-aroma high-temperature Daqu samples. Headspace solid-phase microextraction coupled with gas chromatography-mass spectrometry (HS-SPME-GC-MS) quantified 210 trace volatile compounds across 14 chemical classes. Orthogonal partial least squares discriminant analysis (OPLS-DA) with variable importance in projection (VIP) screening was integrated with sensory scoring, correlation analysis, and molecular docking to an olfactory receptor model. Volatile profiles showed clear stratification in total abundance. Pyrazines dominated the high-total group. Tetramethylpyrazine served as a major driver. Sensory evaluation indicated that aroma explained overall quality best. (E)-2-pentenal and dimethyl trisulfide showed significant positive associations with aroma and overall scores. In the olfactory receptor, the polar residue module that provides directional constraints for Daqu odor activation was formed by Ser75, Ser92, Ser152, Ser258, Thr74, Thr76, Thr98, Thr200, Gln99, and Glu94. The hydrogen-bond or charge network was further reinforced by Arg150, Arg262, Asn194, His180, His261, Asp182, and Gln181. The core discriminant set comprised acetic acid, hexanoic acid, (E)-2-pentenal, nonanal, decanal, dimethyl trisulfide, trans-3-methyl-2-n-propylthiophane, 2-hexanone oxime, ethyl linoleate, propylene glycol, 2-ethenyl-6-methylpyrazine, 4-methylquinazoline, 5-methyl-2-phenyl-2-hexenal, and 1,2,3,4-tetramethoxybenzene. Sequencing revealed higher bacterial diversity than fungal.

Indexed as

Baijiucore microorganismscore trace componentsmolecular informatics and sensory omicssauce-aroma high-temperature Daqu

Identifiers

PMID41683185
PMCPMC12897286

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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.