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Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout
BACKGROUND: Rainbow trout (Oncorhynchus mykiss) is becoming popular with the increased demand for fish protein. However, the limited resources and expense of fish meal and oil have become restrictive factors for the development of the rainbow trout related industry. To solve this problem, plant-deri...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498547/ https://www.ncbi.nlm.nih.gov/pubmed/37704987 http://dx.doi.org/10.1186/s12866-023-02998-4 |
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author | Zhang, Cunfang Hu, Lingyong Hao, Jiahui Cai, Weijie Qin, Minxin Gao, Qiang Nie, Miaomiao Qi, Delin Ma, Rui |
author_facet | Zhang, Cunfang Hu, Lingyong Hao, Jiahui Cai, Weijie Qin, Minxin Gao, Qiang Nie, Miaomiao Qi, Delin Ma, Rui |
author_sort | Zhang, Cunfang |
collection | PubMed |
description | BACKGROUND: Rainbow trout (Oncorhynchus mykiss) is becoming popular with the increased demand for fish protein. However, the limited resources and expense of fish meal and oil have become restrictive factors for the development of the rainbow trout related industry. To solve this problem, plant-derived proteins and vegetable oils have been developed as alternative resources. The present study focuses on evaluating the effects of two experimental diets, FMR (fish meal replaced with plant-derived protein) and FOR (fish oil replaced with rapeseed oil), through the alteration of the gut microbiota in triploid rainbow trout. The commercial diet was used in the control group (FOM). RESULTS: Amplicon sequencing of the 16S and 18S rRNA genes was used to assess the changes in gut bacteria and fungi. Our analysis suggested that the α-diversity of both bacteria and fungi decreased significantly in the FMR and FOR groups, and β-diversity was distinct between FOM/FMR and FOM/FOR based on principal coordinate analysis (PCoA). The abundance of the Planctomycetota phylum increased significantly in the FMR group, while that of Firmicutes and Bacteroidetes decreased. We also found that the fungal phylum Ascomycota was significantly increased in the FMR and FOR groups. At the genus level, we found that the abundance of Citrobacter was the lowest and that of pathogenic Schlesneria, Brevundimonas, and Mycoplasma was highest in the FMR and FOR groups. Meanwhile, the pathogenic fungal genera Verticillium and Aspergillus were highest in the FMR and FOR groups. Furthermore, canonical correspondence analysis (CCA) and network analysis suggested that the relatively low-abundance genera, including the beneficial bacteria Methylobacterium, Enterococcus, Clostridium, Exiguobacterium, Sphingomonas and Bacteroides and the fungi Papiliotrema, Preussia, and Stachybotrys, were positively correlated with plant protein or rapeseed oil. There were more modules that had the above beneficial genera as the hub nodes in the FMR and FOR groups. CONCLUSIONS: Our study suggested that the FMR and FOR diets could affect the gut microbiome in rainbow trout, which might offset the effects of the dominant and pathogenic microbial genera. This could be the underlying mechanism of explaining why no significant difference was observed in body weight between the different groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-02998-4. |
format | Online Article Text |
id | pubmed-10498547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104985472023-09-14 Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout Zhang, Cunfang Hu, Lingyong Hao, Jiahui Cai, Weijie Qin, Minxin Gao, Qiang Nie, Miaomiao Qi, Delin Ma, Rui BMC Microbiol Research BACKGROUND: Rainbow trout (Oncorhynchus mykiss) is becoming popular with the increased demand for fish protein. However, the limited resources and expense of fish meal and oil have become restrictive factors for the development of the rainbow trout related industry. To solve this problem, plant-derived proteins and vegetable oils have been developed as alternative resources. The present study focuses on evaluating the effects of two experimental diets, FMR (fish meal replaced with plant-derived protein) and FOR (fish oil replaced with rapeseed oil), through the alteration of the gut microbiota in triploid rainbow trout. The commercial diet was used in the control group (FOM). RESULTS: Amplicon sequencing of the 16S and 18S rRNA genes was used to assess the changes in gut bacteria and fungi. Our analysis suggested that the α-diversity of both bacteria and fungi decreased significantly in the FMR and FOR groups, and β-diversity was distinct between FOM/FMR and FOM/FOR based on principal coordinate analysis (PCoA). The abundance of the Planctomycetota phylum increased significantly in the FMR group, while that of Firmicutes and Bacteroidetes decreased. We also found that the fungal phylum Ascomycota was significantly increased in the FMR and FOR groups. At the genus level, we found that the abundance of Citrobacter was the lowest and that of pathogenic Schlesneria, Brevundimonas, and Mycoplasma was highest in the FMR and FOR groups. Meanwhile, the pathogenic fungal genera Verticillium and Aspergillus were highest in the FMR and FOR groups. Furthermore, canonical correspondence analysis (CCA) and network analysis suggested that the relatively low-abundance genera, including the beneficial bacteria Methylobacterium, Enterococcus, Clostridium, Exiguobacterium, Sphingomonas and Bacteroides and the fungi Papiliotrema, Preussia, and Stachybotrys, were positively correlated with plant protein or rapeseed oil. There were more modules that had the above beneficial genera as the hub nodes in the FMR and FOR groups. CONCLUSIONS: Our study suggested that the FMR and FOR diets could affect the gut microbiome in rainbow trout, which might offset the effects of the dominant and pathogenic microbial genera. This could be the underlying mechanism of explaining why no significant difference was observed in body weight between the different groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-02998-4. BioMed Central 2023-09-13 /pmc/articles/PMC10498547/ /pubmed/37704987 http://dx.doi.org/10.1186/s12866-023-02998-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhang, Cunfang Hu, Lingyong Hao, Jiahui Cai, Weijie Qin, Minxin Gao, Qiang Nie, Miaomiao Qi, Delin Ma, Rui Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title | Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title_full | Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title_fullStr | Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title_full_unstemmed | Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title_short | Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
title_sort | effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498547/ https://www.ncbi.nlm.nih.gov/pubmed/37704987 http://dx.doi.org/10.1186/s12866-023-02998-4 |
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