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 °C and 5 °C were subjected to metabolomics for primary metabolites based on gas chromatography-ma...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-10-01
|
Series: | Foods |
Subjects: | |
Online Access: | https://www.mdpi.com/2304-8158/8/10/511 |
id |
doaj-6ec1b7b47bcf45229e6cb6e049ed5f7e |
---|---|
record_format |
Article |
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 °C and 5 °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 °C and 5 °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 |
work_keys_str_mv |
AT ryotamabuchi changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics AT miwakoadachi changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics AT ayakaishimaru changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics AT huiqingzhao changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics AT harukakikutani changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics AT shotatanimoto changesinmetabolicprofilesofyellowtailiseriolaquinqueradiataimuscleduringcoldstorageasafreshnessevaluationtoolbasedongcmsmetabolomics |
_version_ |
1724805722472972288 |