Evidence map›Paper›PMID 39062530›Full record

ArticleBiomolecules2024

Combined Metabolomic and NIRS Analyses Reveal Biochemical and Metabolite Changes in Goat Milk Kefir under Different Heat Treatments and Fermentation Times.

Rubén Sánchez-Rodríguez, Carlos Terriente-Palacios, Juan García-Olmo, Sonia Osorio, Manuel J Rodríguez-Ortega

Abstract read
In one paragraph

Article in Biomolecules, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Article
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

5 authors.

Rubén Sánchez-RodríguezDepartamento de Bioquímica y Biología Molecular, Universidad de Córdoba, Campus de Excelencia Internacional CeiA3, 14071 Córdoba, Spain.
Carlos Terriente-PalaciosInstitute for Mediterranean and Subtropical Horticulture "La Mayora", Department of Molecular Biology and Biochemistry, University of Málaga-Consejo Superior de Investigaciones Científicas (IHSM-CSIC-UMA), 29071 Málaga, Spain.ORCID 0000-0001-7904-5081
Juan García-OlmoServicio Central de Apoyo a la Investigación, Universidad de Córdoba, Campus de Excelencia Internacional CeiA3, 14071 Córdoba, Spain.
Sonia OsorioInstitute for Mediterranean and Subtropical Horticulture "La Mayora", Department of Molecular Biology and Biochemistry, University of Málaga-Consejo Superior de Investigaciones Científicas (IHSM-CSIC-UMA), 29071 Málaga, Spain.ORCID 0000-0002-0159-6091
Manuel J Rodríguez-OrtegaDepartamento de Bioquímica y Biología Molecular, Universidad de Córdoba, Campus de Excelencia Internacional CeiA3, 14071 Córdoba, Spain.ORCID 0000-0002-8744-7045

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dairy products are an important source of protein and other nutrients in the Mediterranean diet. In these countries, the most common sources of milk for producing dairy products are cow, goat, sheep, and buffalo. Andalusia is traditionally the largest producer of goat milk in Spain. Kefir is a fermented product made from bacteria and yeasts and has health benefits beyond its nutritional properties. There is a lack of knowledge about the molecular mechanisms and metabolites that bring about these benefits. In this work, the combination of analytical techniques (GC-FID, UHPLC-MS-QToF, GC-QqQ-MS, and GC-ToF-MS) resulted in the detection of 105 metabolites in kefir produced with goat milk from two different thermal treatments (raw and pasteurized) fermented at four time points (12, 24, 36, and 48 h, using 0 h as the control). Of these, 27 metabolites differed between kefir produced with raw and pasteurized milk. These changes could possibly be caused by the effect of pasteurization on the microbial population in the starting milk. Some interesting molecules were identified, such as shikimic acid, dehydroabietic acid, GABA, and tyramine, which could be related to antibacterial properties, strengthening of the immune system, and arterial pressure. Moreover, a viability assay of the NIRS technique was performed to evaluate its use in monitoring the fermentation and classification of samples, which resulted in a 90% accuracy in comparison to correctly classified samples according to their fermentation time. This study represents the most comprehensive metabolomic analysis of goat milk kefir so far, revealing the intricate changes in metabolites during fermentation and the impact of milk treatment.

Indexed as

FermentationGoatsKefirMetabolomicsMilkAnimalsChromatography, High Pressure LiquidHot Temperaturefermented milkmetabolitesmetabolomenear-infrared spectroscopysample classification

Identifiers

PMID39062530
PMCPMC11274602

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Registered trials

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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.