Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)

Abstract Background The flesh pigmentation of farmed Atlantic salmon is formed by accumulation of carotenoids derived from commercial diets. In the salmon gastrointestinal system, the hindgut is considered critical in the processes of carotenoids uptake and metabolism. In Tasmania, flesh color deple...

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Main Authors: Vo, Thu Thi Minh, Nguyen, Tuan Viet, Amoroso, Gianluca, Ventura, Tomer, Elizur, Abigail
Format: Article in Journal/Newspaper
Language:unknown
Published: figshare 2021
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Online Access:https://dx.doi.org/10.6084/m9.figshare.c.5516781.v1
https://springernature.figshare.com/collections/Deploying_new_generation_sequencing_for_the_study_of_flesh_color_depletion_in_Atlantic_Salmon_Salmo_salar_/5516781/1
id ftdatacite:10.6084/m9.figshare.c.5516781.v1
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spelling ftdatacite:10.6084/m9.figshare.c.5516781.v1 2023-05-15T15:30:34+02:00 Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar) Vo, Thu Thi Minh Nguyen, Tuan Viet Amoroso, Gianluca Ventura, Tomer Elizur, Abigail 2021 https://dx.doi.org/10.6084/m9.figshare.c.5516781.v1 https://springernature.figshare.com/collections/Deploying_new_generation_sequencing_for_the_study_of_flesh_color_depletion_in_Atlantic_Salmon_Salmo_salar_/5516781/1 unknown figshare https://dx.doi.org/10.1186/s12864-021-07884-9 https://dx.doi.org/10.6084/m9.figshare.c.5516781 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Genetics FOS Biological sciences Collection article 2021 ftdatacite https://doi.org/10.6084/m9.figshare.c.5516781.v1 https://doi.org/10.1186/s12864-021-07884-9 https://doi.org/10.6084/m9.figshare.c.5516781 2021-11-05T12:55:41Z Abstract Background The flesh pigmentation of farmed Atlantic salmon is formed by accumulation of carotenoids derived from commercial diets. In the salmon gastrointestinal system, the hindgut is considered critical in the processes of carotenoids uptake and metabolism. In Tasmania, flesh color depletion can noticeably affect farmed Atlantic salmon at different levels of severity following extremely hot summers. In this study, RNA sequencing (RNA-Seq) was performed to investigate the reduction in flesh pigmentation. Library preparation is a key step that significantly impacts the effectiveness of RNA sequencing (RNA-Seq) experiments. Besides the commonly used whole transcript RNA-Seq method, the 3’ mRNA-Seq method is being applied widely, owing to its reduced cost, enabling more repeats to be sequenced at the expense of lower resolution. Therefore, the output of the Illumina TruSeq kit (whole transcript RNA-Seq) and the Lexogen QuantSeq kit (3’ mRNA-Seq) was analyzed to identify genes in the Atlantic salmon hindgut that are differentially expressed (DEGs) between two flesh color phenotypes. Results In both methods, DEGs between the two color phenotypes were associated with metal ion transport, oxidation-reduction processes, and immune responses. We also found DEGs related to lipid metabolism in the QuantSeq method. In the TruSeq method, a missense mutation was detected in DEGs in different flesh color traits. The number of DEGs found in the TruSeq libraries was much higher than the QuantSeq; however, the trend of DEGs in both library methods was similar and validated by qPCR. Conclusions Flesh coloration in Atlantic salmon is related to lipid metabolism in which apolipoproteins, serum albumin and fatty acid-binding protein genes are hypothesized to be linked to the absorption, transport and deposition of carotenoids. Our findings suggest that Grp could inhibit the feeding behavior of low color-banded fish, resulting in the dietary carotenoid shortage. Several SNPs in genes involving in carotenoid-binding cholesterol and oxidative stress were detected in both flesh color phenotypes. Regarding the choice of the library preparation method, the selection criteria depend on the research design and purpose. The 3’ mRNA-Seq method is ideal for targeted identification of highly expressed genes, while the whole RNA-Seq method is recommended for identification of unknown genes, enabling the identification of splice variants and trait-associated SNPs, as we have found for duox2 and duoxa1. Article in Journal/Newspaper Atlantic salmon Salmo salar DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Genetics
FOS Biological sciences
spellingShingle Genetics
FOS Biological sciences
Vo, Thu Thi Minh
Nguyen, Tuan Viet
Amoroso, Gianluca
Ventura, Tomer
Elizur, Abigail
Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
topic_facet Genetics
FOS Biological sciences
description Abstract Background The flesh pigmentation of farmed Atlantic salmon is formed by accumulation of carotenoids derived from commercial diets. In the salmon gastrointestinal system, the hindgut is considered critical in the processes of carotenoids uptake and metabolism. In Tasmania, flesh color depletion can noticeably affect farmed Atlantic salmon at different levels of severity following extremely hot summers. In this study, RNA sequencing (RNA-Seq) was performed to investigate the reduction in flesh pigmentation. Library preparation is a key step that significantly impacts the effectiveness of RNA sequencing (RNA-Seq) experiments. Besides the commonly used whole transcript RNA-Seq method, the 3’ mRNA-Seq method is being applied widely, owing to its reduced cost, enabling more repeats to be sequenced at the expense of lower resolution. Therefore, the output of the Illumina TruSeq kit (whole transcript RNA-Seq) and the Lexogen QuantSeq kit (3’ mRNA-Seq) was analyzed to identify genes in the Atlantic salmon hindgut that are differentially expressed (DEGs) between two flesh color phenotypes. Results In both methods, DEGs between the two color phenotypes were associated with metal ion transport, oxidation-reduction processes, and immune responses. We also found DEGs related to lipid metabolism in the QuantSeq method. In the TruSeq method, a missense mutation was detected in DEGs in different flesh color traits. The number of DEGs found in the TruSeq libraries was much higher than the QuantSeq; however, the trend of DEGs in both library methods was similar and validated by qPCR. Conclusions Flesh coloration in Atlantic salmon is related to lipid metabolism in which apolipoproteins, serum albumin and fatty acid-binding protein genes are hypothesized to be linked to the absorption, transport and deposition of carotenoids. Our findings suggest that Grp could inhibit the feeding behavior of low color-banded fish, resulting in the dietary carotenoid shortage. Several SNPs in genes involving in carotenoid-binding cholesterol and oxidative stress were detected in both flesh color phenotypes. Regarding the choice of the library preparation method, the selection criteria depend on the research design and purpose. The 3’ mRNA-Seq method is ideal for targeted identification of highly expressed genes, while the whole RNA-Seq method is recommended for identification of unknown genes, enabling the identification of splice variants and trait-associated SNPs, as we have found for duox2 and duoxa1.
format Article in Journal/Newspaper
author Vo, Thu Thi Minh
Nguyen, Tuan Viet
Amoroso, Gianluca
Ventura, Tomer
Elizur, Abigail
author_facet Vo, Thu Thi Minh
Nguyen, Tuan Viet
Amoroso, Gianluca
Ventura, Tomer
Elizur, Abigail
author_sort Vo, Thu Thi Minh
title Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
title_short Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
title_full Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
title_fullStr Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
title_full_unstemmed Deploying new generation sequencing for the study of flesh color depletion in Atlantic Salmon (Salmo salar)
title_sort deploying new generation sequencing for the study of flesh color depletion in atlantic salmon (salmo salar)
publisher figshare
publishDate 2021
url https://dx.doi.org/10.6084/m9.figshare.c.5516781.v1
https://springernature.figshare.com/collections/Deploying_new_generation_sequencing_for_the_study_of_flesh_color_depletion_in_Atlantic_Salmon_Salmo_salar_/5516781/1
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_relation https://dx.doi.org/10.1186/s12864-021-07884-9
https://dx.doi.org/10.6084/m9.figshare.c.5516781
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.c.5516781.v1
https://doi.org/10.1186/s12864-021-07884-9
https://doi.org/10.6084/m9.figshare.c.5516781
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