Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics

We applied metabolomics to the evaluation of yellowtail muscle as a new freshness evaluation method for fish meat. Metabolites from yellowtail ordinary and dark muscle (DM) stored at 0 &#176;C and 5 &#176;C were subjected to metabolomics for primary metabolites based on gas chromatography-ma...

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Main Authors: Ryota Mabuchi, Miwako Adachi, Ayaka Ishimaru, Huiqing Zhao, Haruka Kikutani, Shota Tanimoto
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Foods
Subjects:
Online Access:https://www.mdpi.com/2304-8158/8/10/511
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spelling doaj-6ec1b7b47bcf45229e6cb6e049ed5f7e2020-11-25T02:35:02ZengMDPI AGFoods2304-81582019-10-0181051110.3390/foods8100511foods8100511Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS MetabolomicsRyota Mabuchi0Miwako Adachi1Ayaka Ishimaru2Huiqing Zhao3Haruka Kikutani4Shota Tanimoto5Faculty of Human Culture and Science, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanFaculty of Human Culture and Science, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanFaculty of Human Culture and Science, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanGraduate School of Comprehensive Scientific Research, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanGraduate School of Comprehensive Scientific Research, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanFaculty of Human Culture and Science, Prefectural University of Hiroshima, 1-1-71, Ujina-Higashi, Minami-ku, Hiroshima 734-8558, JapanWe applied metabolomics to the evaluation of yellowtail muscle as a new freshness evaluation method for fish meat. Metabolites from yellowtail ordinary and dark muscle (DM) stored at 0 &#176;C and 5 &#176;C were subjected to metabolomics for primary metabolites based on gas chromatography-mass spectrometry (GC-MS). For the annotated metabolites, we created statistically significant models for storage time prediction for all storage conditions by orthogonal partial least squares analysis, using storage time as the <i>y</i>-variable. DM is difficult to evaluate using the <i>K</i> value method, the predominant existing freshness evaluation method. However, in the proposed method, the metabolic component profiles of DM changed depending on storage time. Important metabolites determined from variables important for prediction (VIP) values included various metabolites, such as amino acids and sugars, in addition to nucleic-acid-related substances, especially inosine and hypoxanthine. Therefore, metabolomics, which comprehensively analyses different molecular species, has potential as a new freshness evaluation method that can objectively evaluate conditions of stored fish meat.https://www.mdpi.com/2304-8158/8/10/511metabolomicsgc-msmusclescold storageorthogonal partial least squares<i>k</i> value
collection DOAJ
language English
format Article
sources DOAJ
author Ryota Mabuchi
Miwako Adachi
Ayaka Ishimaru
Huiqing Zhao
Haruka Kikutani
Shota Tanimoto
spellingShingle Ryota Mabuchi
Miwako Adachi
Ayaka Ishimaru
Huiqing Zhao
Haruka Kikutani
Shota Tanimoto
Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
Foods
metabolomics
gc-ms
muscles
cold storage
orthogonal partial least squares
<i>k</i> value
author_facet Ryota Mabuchi
Miwako Adachi
Ayaka Ishimaru
Huiqing Zhao
Haruka Kikutani
Shota Tanimoto
author_sort Ryota Mabuchi
title Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
title_short Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
title_full Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
title_fullStr Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
title_full_unstemmed Changes in Metabolic Profiles of Yellowtail (<i>Seriola quinqueradiata</i>) Muscle during Cold Storage as a Freshness Evaluation Tool Based on GC-MS Metabolomics
title_sort changes in metabolic profiles of yellowtail (<i>seriola quinqueradiata</i>) muscle during cold storage as a freshness evaluation tool based on gc-ms metabolomics
publisher MDPI AG
series Foods
issn 2304-8158
publishDate 2019-10-01
description We applied metabolomics to the evaluation of yellowtail muscle as a new freshness evaluation method for fish meat. Metabolites from yellowtail ordinary and dark muscle (DM) stored at 0 &#176;C and 5 &#176;C were subjected to metabolomics for primary metabolites based on gas chromatography-mass spectrometry (GC-MS). For the annotated metabolites, we created statistically significant models for storage time prediction for all storage conditions by orthogonal partial least squares analysis, using storage time as the <i>y</i>-variable. DM is difficult to evaluate using the <i>K</i> value method, the predominant existing freshness evaluation method. However, in the proposed method, the metabolic component profiles of DM changed depending on storage time. Important metabolites determined from variables important for prediction (VIP) values included various metabolites, such as amino acids and sugars, in addition to nucleic-acid-related substances, especially inosine and hypoxanthine. Therefore, metabolomics, which comprehensively analyses different molecular species, has potential as a new freshness evaluation method that can objectively evaluate conditions of stored fish meat.
topic metabolomics
gc-ms
muscles
cold storage
orthogonal partial least squares
<i>k</i> value
url https://www.mdpi.com/2304-8158/8/10/511
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