Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae

We have previously shown that K-selection and microbial stability in the rearing water increases survival and growth of Atlantic cod (Gadus morhua) larvae, and that recirculating aquaculture systems (RAS) are compatible with this. Here, we have assessed how water treatment influenced the larval micr...

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Main Authors: Ragnhild I. Vestrum, Kari J. K. Attramadal, Per Winge, Keshuai Li, Yngvar Olsen, Atle M. Bones, Olav Vadstein, Ingrid Bakke
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-05-01
Series:Frontiers in Microbiology
Subjects:
RAS
Online Access:http://journal.frontiersin.org/article/10.3389/fmicb.2018.00851/full
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spelling doaj-4077f2b858284b40a8c68b625c479cb92020-11-24T21:39:28ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2018-05-01910.3389/fmicb.2018.00851343756Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) LarvaeRagnhild I. Vestrum0Kari J. K. Attramadal1Per Winge2Keshuai Li3Yngvar Olsen4Atle M. Bones5Olav Vadstein6Ingrid Bakke7Department of Biotechnology and Food Science, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biotechnology and Food Science, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biology, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biology, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biology, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biology, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biotechnology and Food Science, Norwegian University of Science and Technology, Trondheim, NorwayDepartment of Biotechnology and Food Science, Norwegian University of Science and Technology, Trondheim, NorwayWe have previously shown that K-selection and microbial stability in the rearing water increases survival and growth of Atlantic cod (Gadus morhua) larvae, and that recirculating aquaculture systems (RAS) are compatible with this. Here, we have assessed how water treatment influenced the larval microbiota and host responses at the gene expression level. Cod larvae were reared with two different rearing water systems: a RAS and a flow-through system (FTS). The water microbiota was examined using a 16S rDNA PCR/DGGE strategy. RNA extracted from larvae at 8, 13, and 17 days post hatching was used for microbiota and microarray gene expression analysis. Bacterial cDNA was synthesized and used for 16S rRNA amplicon 454 pyrosequencing of larval microbiota. Both water and larval microbiota differed significantly between the systems, and the larval microbiota appeared to become more dissimilar between systems with time. In total 4 phyla were identified for all larvae: Actinobacteria, Bacteroidetes, Firmicutes, and Proteobacteria. The most profound difference in larval microbiota was a high abundance of Arcobacter (Epsilonproteobacteria) in FTS larvae (34 ± 9% of total reads). Arcobacter includes several species that are known pathogens for humans and animals. Cod larval transcriptome responses were investigated using an oligonucleotide gene expression microarray covering approximately 24,000 genes. Interestingly, FTS larvae transcriptional profiles revealed an overrepresentation of upregulated transcripts associated with responses to pathogens and infections, such as c1ql3-like, pglyrp-2-like and zg16, compared to RAS larvae. In conclusion, distinct water treatment systems induced differences in the larval microbiota. FTS larvae showed up-regulation of transcripts associated with responses to microbial stress. These results are consistent with the hypothesis that RAS promotes K-selection and microbial stability by maintaining a microbial load close to the carrying capacity of the system, and ensuring long retention times for both bacteria and water in the system.http://journal.frontiersin.org/article/10.3389/fmicb.2018.00851/fullmicrobiotaaquacultureAtlantic codr/K selectionRAStranscriptomic analysis
collection DOAJ
language English
format Article
sources DOAJ
author Ragnhild I. Vestrum
Kari J. K. Attramadal
Per Winge
Keshuai Li
Yngvar Olsen
Atle M. Bones
Olav Vadstein
Ingrid Bakke
spellingShingle Ragnhild I. Vestrum
Kari J. K. Attramadal
Per Winge
Keshuai Li
Yngvar Olsen
Atle M. Bones
Olav Vadstein
Ingrid Bakke
Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
Frontiers in Microbiology
microbiota
aquaculture
Atlantic cod
r/K selection
RAS
transcriptomic analysis
author_facet Ragnhild I. Vestrum
Kari J. K. Attramadal
Per Winge
Keshuai Li
Yngvar Olsen
Atle M. Bones
Olav Vadstein
Ingrid Bakke
author_sort Ragnhild I. Vestrum
title Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
title_short Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
title_full Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
title_fullStr Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
title_full_unstemmed Rearing Water Treatment Induces Microbial Selection Influencing the Microbiota and Pathogen Associated Transcripts of Cod (Gadus morhua) Larvae
title_sort rearing water treatment induces microbial selection influencing the microbiota and pathogen associated transcripts of cod (gadus morhua) larvae
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2018-05-01
description We have previously shown that K-selection and microbial stability in the rearing water increases survival and growth of Atlantic cod (Gadus morhua) larvae, and that recirculating aquaculture systems (RAS) are compatible with this. Here, we have assessed how water treatment influenced the larval microbiota and host responses at the gene expression level. Cod larvae were reared with two different rearing water systems: a RAS and a flow-through system (FTS). The water microbiota was examined using a 16S rDNA PCR/DGGE strategy. RNA extracted from larvae at 8, 13, and 17 days post hatching was used for microbiota and microarray gene expression analysis. Bacterial cDNA was synthesized and used for 16S rRNA amplicon 454 pyrosequencing of larval microbiota. Both water and larval microbiota differed significantly between the systems, and the larval microbiota appeared to become more dissimilar between systems with time. In total 4 phyla were identified for all larvae: Actinobacteria, Bacteroidetes, Firmicutes, and Proteobacteria. The most profound difference in larval microbiota was a high abundance of Arcobacter (Epsilonproteobacteria) in FTS larvae (34 ± 9% of total reads). Arcobacter includes several species that are known pathogens for humans and animals. Cod larval transcriptome responses were investigated using an oligonucleotide gene expression microarray covering approximately 24,000 genes. Interestingly, FTS larvae transcriptional profiles revealed an overrepresentation of upregulated transcripts associated with responses to pathogens and infections, such as c1ql3-like, pglyrp-2-like and zg16, compared to RAS larvae. In conclusion, distinct water treatment systems induced differences in the larval microbiota. FTS larvae showed up-regulation of transcripts associated with responses to microbial stress. These results are consistent with the hypothesis that RAS promotes K-selection and microbial stability by maintaining a microbial load close to the carrying capacity of the system, and ensuring long retention times for both bacteria and water in the system.
topic microbiota
aquaculture
Atlantic cod
r/K selection
RAS
transcriptomic analysis
url http://journal.frontiersin.org/article/10.3389/fmicb.2018.00851/full
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