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Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus
BACKGROUND: T. fasciatus (Takifugu fasciatus) faces the same problem as most warm water fish: the water temperature falls far below the optimal growth temperature in winter, causing a massive death of T. fasciatus and large economic losses. Understanding of the cold-tolerance mechanisms of this spec...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6615287/ https://www.ncbi.nlm.nih.gov/pubmed/31286856 http://dx.doi.org/10.1186/s12864-019-5915-7 |
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author | Wen, Xin Hu, Yadong Zhang, Xinyu Wei, Xiaozhen Wang, Tao Yin, Shaowu |
author_facet | Wen, Xin Hu, Yadong Zhang, Xinyu Wei, Xiaozhen Wang, Tao Yin, Shaowu |
author_sort | Wen, Xin |
collection | PubMed |
description | BACKGROUND: T. fasciatus (Takifugu fasciatus) faces the same problem as most warm water fish: the water temperature falls far below the optimal growth temperature in winter, causing a massive death of T. fasciatus and large economic losses. Understanding of the cold-tolerance mechanisms of this species is still limited. Integrated application of multi-omics research can provide a wealth of information to help us improve our understanding of low-temperature tolerance in fish. RESULTS: To gain a comprehensive and unbiased molecular understanding of cold-tolerance in T. fasciatus, we characterized mRNA-seq and metabolomics of T. fasciatus livers using Illumina HiSeq 2500 and UHPLC-Q-TOF MS. We identified 2544 up-regulated and 2622 down-regulated genes in the liver of T. fasciatus. A total of 40 differential metabolites were identified, including 9 down-regulated and 31 up-regulated metabolites. In combination with previous studies on proteomics, we have established an mRNA-protein-metabolite interaction network. There are 17 DEMs (differentially-expressed metabolites) and 14 DEGs-DEPs (differentially co-expressed genes and proteins) in the interaction network that are mainly involved in fatty acids metabolism, membrane transport, signal transduction, and DNA damage and defense. We then validated a number of genes in the interaction network by qRT-PCR. Additionally, a number of SNPs (single nucleotide polymorphisms) were revealed through the transcriptome data. These results provide key information for further understanding of the molecular mechanisms of T. fasciatus under cold stress. CONCLUSION: The data generated by integrated application of multi-omics can facilitate our understanding of the molecular mechanisms of fish response to low temperature stress. We have not only identified potential genes and SNPs involved in cold tolerance, but also show that some nutrient metabolites may be added to the diet to help the overwintering of T. fasciatus. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5915-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6615287 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66152872019-07-18 Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus Wen, Xin Hu, Yadong Zhang, Xinyu Wei, Xiaozhen Wang, Tao Yin, Shaowu BMC Genomics Research Article BACKGROUND: T. fasciatus (Takifugu fasciatus) faces the same problem as most warm water fish: the water temperature falls far below the optimal growth temperature in winter, causing a massive death of T. fasciatus and large economic losses. Understanding of the cold-tolerance mechanisms of this species is still limited. Integrated application of multi-omics research can provide a wealth of information to help us improve our understanding of low-temperature tolerance in fish. RESULTS: To gain a comprehensive and unbiased molecular understanding of cold-tolerance in T. fasciatus, we characterized mRNA-seq and metabolomics of T. fasciatus livers using Illumina HiSeq 2500 and UHPLC-Q-TOF MS. We identified 2544 up-regulated and 2622 down-regulated genes in the liver of T. fasciatus. A total of 40 differential metabolites were identified, including 9 down-regulated and 31 up-regulated metabolites. In combination with previous studies on proteomics, we have established an mRNA-protein-metabolite interaction network. There are 17 DEMs (differentially-expressed metabolites) and 14 DEGs-DEPs (differentially co-expressed genes and proteins) in the interaction network that are mainly involved in fatty acids metabolism, membrane transport, signal transduction, and DNA damage and defense. We then validated a number of genes in the interaction network by qRT-PCR. Additionally, a number of SNPs (single nucleotide polymorphisms) were revealed through the transcriptome data. These results provide key information for further understanding of the molecular mechanisms of T. fasciatus under cold stress. CONCLUSION: The data generated by integrated application of multi-omics can facilitate our understanding of the molecular mechanisms of fish response to low temperature stress. We have not only identified potential genes and SNPs involved in cold tolerance, but also show that some nutrient metabolites may be added to the diet to help the overwintering of T. fasciatus. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5915-7) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-08 /pmc/articles/PMC6615287/ /pubmed/31286856 http://dx.doi.org/10.1186/s12864-019-5915-7 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Wen, Xin Hu, Yadong Zhang, Xinyu Wei, Xiaozhen Wang, Tao Yin, Shaowu Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title | Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title_full | Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title_fullStr | Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title_full_unstemmed | Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title_short | Integrated application of multi-omics provides insights into cold stress responses in pufferfish Takifugu fasciatus |
title_sort | integrated application of multi-omics provides insights into cold stress responses in pufferfish takifugu fasciatus |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6615287/ https://www.ncbi.nlm.nih.gov/pubmed/31286856 http://dx.doi.org/10.1186/s12864-019-5915-7 |
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