1
|
Ulloa PE, Jilberto F, Lam N, Rincón G, Valenzuela L, Cordova-Alarcón V, Hernández AJ, Dantagnan P, Ravanal MC, Elgueta S, Araneda C. Identification of Single-Nucleotide Polymorphisms in Differentially Expressed Genes Favoring Soybean Meal Tolerance in Higher-Growth Zebrafish (Danio rerio). MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2024; 26:754-765. [PMID: 38958822 DOI: 10.1007/s10126-024-10343-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 06/25/2024] [Indexed: 07/04/2024]
Abstract
Genetic variability within the same fish species could confer soybean meal (SBM) tolerance in some individuals, thus favoring growth. This study investigates the single-nucleotide polymorphisms (SNPs) in differentially expressed genes (DEGs) favoring SBM tolerance in higher-growth zebrafish (Danio rerio). In a previous work, nineteen families of zebrafish were fed a fish meal diet (100FM control diet) or SBM-based diets supplemented with saponin (50SBM + 2SPN-experimental diet), from juvenile to adult stages. Individuals were selected from families with a genotype-by-environment interaction higher (170 ± 18 mg) or lower (76 ± 10 mg) weight gain on 50SBM + 2SPN in relation to 100FM. Intestinal transcriptomic analysis using RNA-seq revealed six hundred and sixty-five differentially expressed genes in higher-growth fish fed 50SBM + 2SPN diet. In this work, using these results, 47 SNPs in DEGs were selected. These SNPs were genotyped by Sequenom in 340 zebrafish that were fed with a 50SBM + 2SPN diet or with 100FM diet. Marker-trait analysis revealed 4 SNPs associated with growth in 3 immunity-related genes (aif1l, arid3c, and cst14b.2) in response to the 50SBM + 2SPN diet (p-value < 0.05). Two SNPs belonging to aif1l y arid3c produce a positive (+19 mg) and negative (-26 mg) effect on fish growth, respectively. These SNPs can be used as markers to improve the early selection of tolerant fish to SBM diet or other plant-based diets. These genes can be used as biomarkers to identify SNPs in commercial fish, thus contributing to the aquaculture sustainability.
Collapse
Affiliation(s)
- Pilar E Ulloa
- Núcleo de Investigaciones Aplicadas en Ciencias Veterinarias y Agronómicas, Universidad de Las Américas, Avenida Manuel Montt 948, Santiago, 7500975, Chile.
| | - Felipe Jilberto
- Food Quality Research Center, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
- Laboratorio de Genética y Biotecnología en Acuicultura, Departamento de Producción Animal, Facultad de Ciencias Agronómicas, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
| | - Natalia Lam
- Food Quality Research Center, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
- Laboratorio de Genética y Biotecnología en Acuicultura, Departamento de Producción Animal, Facultad de Ciencias Agronómicas, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
| | | | - Luis Valenzuela
- INRIA Chile, Avenida Apoquindo 2827, piso 12, Santiago, 7550312, Chile
| | - Valentina Cordova-Alarcón
- Food Quality Research Center, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
- Laboratorio de Genética y Biotecnología en Acuicultura, Departamento de Producción Animal, Facultad de Ciencias Agronómicas, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
| | - Adrián J Hernández
- Núcleo de Investigación en Producción Alimentaria, Departamento de Ciencias Agropecuarias y Acuícolas, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco, 4780000, Chile
| | - Patricio Dantagnan
- Núcleo de Investigación en Producción Alimentaria, Departamento de Ciencias Agropecuarias y Acuícolas, Facultad de Recursos Naturales, Universidad Católica de Temuco, Temuco, 4780000, Chile
| | - Maria Cristina Ravanal
- Instituto de Ciencia y Tecnología de los Alimentos (ICYTAL), Facultad de Ciencias Agrarias y Alimentarias, Universidad Austral de Chile, Isla Teja, Avda. Julio Sarrazín s/n, Valdivia, 5090000, Chile
| | - Sebastian Elgueta
- Facultad de Ciencias Para El Cuidado de La Salud, Universidad San Sebastian, Sede Los Leones, Santiago, Chile
| | - Cristian Araneda
- Food Quality Research Center, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
- Laboratorio de Genética y Biotecnología en Acuicultura, Departamento de Producción Animal, Facultad de Ciencias Agronómicas, Universidad de Chile, Avenida Santa Rosa 11315, Santiago, 8820808, Chile
| |
Collapse
|
2
|
van Gelderen TA, Ladisa C, Salazar-Moscoso M, Folgado C, Habibi HR, Ribas L. Metabolomic and transcriptomic profiles after immune stimulation in the zebrafish testes. Genomics 2023; 115:110581. [PMID: 36796654 DOI: 10.1016/j.ygeno.2023.110581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 02/09/2023] [Accepted: 02/11/2023] [Indexed: 02/16/2023]
Abstract
Fish farms are prone to disease outbreaks and stress due to high-density rearing conditions in tanks and sea cages, adversely affecting growth, reproduction, and metabolism. To understand the molecular mechanisms affected in the gonads of breeder fish after an immune challenge, we investigated the metabolome and the transcriptome profiles in zebrafish testes after inducing an immune response. After 48 h of the immune challenge, ultra-high-performance liquid chromatography (LC-MS) and transcriptomic analysis by RNA-seq (Illumina) resulted in 20 different released metabolites and 80 differentially expressed genes. Among these, glutamine and succinic acid were the most abundant metabolites released and 27,5% of the genes belong to either the immune or reproduction systems. Pathway analysis based on metabolomic and transcriptomic crosstalk identified cad and iars genes that act simultaneously with succinate metabolite. This study deciphers interactions between reproduction and immune systems and provides a basis to improve protocols in generating more resistant broodstock.
Collapse
Affiliation(s)
- T A van Gelderen
- Institut de Ciències del Mar - Consejo Superior de Investigaciones Científicas (ICM-CSIC), Department of Renewable Marine Resources, 08003 Barcelona, Spain
| | - C Ladisa
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - M Salazar-Moscoso
- Institut de Ciències del Mar - Consejo Superior de Investigaciones Científicas (ICM-CSIC), Department of Renewable Marine Resources, 08003 Barcelona, Spain
| | - C Folgado
- Institut de Ciències del Mar - Consejo Superior de Investigaciones Científicas (ICM-CSIC), Department of Renewable Marine Resources, 08003 Barcelona, Spain
| | - H R Habibi
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - L Ribas
- Institut de Ciències del Mar - Consejo Superior de Investigaciones Científicas (ICM-CSIC), Department of Renewable Marine Resources, 08003 Barcelona, Spain.
| |
Collapse
|
3
|
A Multidisciplinary Approach Evaluating Soybean Meal-Induced Enteritis in Rainbow Trout Oncorhynchus mykiss. FISHES 2022. [DOI: 10.3390/fishes7010022] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
This study evaluated a diverse range of markers of feeding stress to obtain a more precise assessment of the welfare of rainbow trout in relation to inadequate husbandry conditions. A feeding stress model based on dietary soybean meal was employed to identify suitable minimally invasive “classical” stress markers, together with molecular signatures. In a 56-day feeding experiment, rainbow trout were fed diets containing different levels of soybean meal. The impact of these different soybean meal diets on rainbow trout was assessed by water quality analyses, clinical health observations, classic growth and performance parameters, gut histopathology, blood-parameter measurements and multigene-expression profiling in RNA from whole blood. Soybean meal-induced enteritis was manifested phenotypically by an inflammatory reaction in the posterior section of the intestine and by diarrhoea in some trout. These inflammatory changes were associated with decreased supranuclear vacuolation. The haematocrit values and the levels of plasma cortisol and circulating lymphocytes in the blood were increased in trout that had consumed high amounts of SBM. Notably, the increased haematocrit depended significantly on the bodyweight of the individual trout. The transcript levels of certain genes (e.g., MAP3K1, LYG, NOD1, STAT1 and HSP90AB) emerged as potentially useful indicators in the blood of rainbow trout providing valuable information about inadequate nutrition. The expression-profiling findings provide a basis for improved, minimally invasive monitoring of feeding regimens in trout farming and may stimulate the development of practical detection devices for innovative aquaculture operations.
Collapse
|