High Dietary Plant Protein Impairs Astaxanthin Pigmentation in Rainbow Trout by Disrupting Cholesterol–Bile Acid Metabolism and Gut Microbiota
Abstract
1. Introduction
2. Results
2.1. Growth Performance, Productive Parameters, and Chemical Composition of the Whole Body of Fish
2.2. Astaxanthin in Pigment Sources, Diet, and Fish Samples (Feces, Muscle, and Plasma)
2.3. Apparent Digestibility Coefficient (ADC) of Lipids and Astaxanthin Esters, Muscle Retention of Astaxanthin, and Filet Color from Fish Fed Experimental Diets
2.4. Total Cholesterol and Total Bile Acids in Plasma from Fish Fed Experimental Diets
2.5. Gene Expression in Liver and Distal Intestine from Fish Fed Experimental Diets
2.6. Distal Intestine Microbiota of Fish Fed Experimental Diets
2.6.1. High-Throughput Sequence Data
2.6.2. Diversity Analysis of Distal Intestine Digesta Microbiota Between Experimental Groups
2.6.3. Microbiota Composition
2.6.4. Correlations Between Microbiota Taxa and Variables of Interest
2.6.5. Differences in the Digesta Microbiota Composition in Fish Fed Experimental Diets
2.7. Hepatic Histology Evaluation
3. Discussion
4. Materials and Methods
4.1. Animal Ethics
4.2. Fish and Rearing Conditions
4.3. Diets and Feeding Trial
4.4. Chemical Composition of Diets and Fish, Cholesterol in Diets, and Lipid Quantification in Feces
4.5. Sampling Scheme and Protocols
4.6. Blood Sample Processing
4.7. Analyses of Astaxanthin in Pigment Source, Diet, Feces, Muscle, and Plasma
4.8. Calculations of Apparent Digestibility Coefficients (ADCs) and Muscle Retention of Astaxanthin
4.9. Filet Color Analysis
4.10. Analysis of Total Cholesterol and Total Bile Acids in Plasma
4.11. Gene Expression Analysis
4.12. DNA Extraction and Sequencing
4.13. Bioinformatics Analysis of Microbial Communities
4.14. Histological Analysis
4.15. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Brinker, A.; Reiter, R. Fish meal replacement by plant protein substitution and guar gum addition in trout feed, Part I: Effects on feed utilization and fish quality. Aquaculture 2011, 310, 350–360. [Google Scholar] [CrossRef]
- Storebakken, T.; No, H.K. Pigmentation of rainbow trout. Aquaculture 1992, 100, 209–229. [Google Scholar] [CrossRef]
- Kalinowski, C.T.; Larroquet, L.; Véron, V.; Robaina, L.; Izquierdo, M.S.; Panserat, S.; Kaushik, S.; Fontagné-Dicharry, S. Influence of dietary astaxanthin on the hepatic oxidative stress response caused by episodic hyperoxia in rainbow trout. Antioxidants 2019, 8, 626. [Google Scholar] [CrossRef]
- García-Chavarría, M.; Lara-Flores, M. The use of carotenoid in aquaculture. Res. J. Fish. Hydrobiol. 2013, 8, 38–49. [Google Scholar] [CrossRef]
- Torrissen, O.J.; Hardy, R.W.; Shearer, K.D.; Scott, T.M.; Stone, F.E. Effects of dietary canthaxanthin level and lipid level on apparent digestibility coefficients for canthaxanthin in rainbow trout (Oncorhynchus mykiss). Aquaculture 1990, 88, 351–362. [Google Scholar] [CrossRef]
- Lim, K.C.; Yusoff, F.M.; Shariff, M.; Kamarudin, M.S. Astaxanthin as feed supplement in aquatic animals. Rev. Aquac. 2017, 10, 738–773. [Google Scholar] [CrossRef]
- Zhao, W.; Guo, Y.C.; Huai, M.Y.; Li, L.; Man, C.; Pelletier, W.; Wei, H.L.; Yao, R.; Niu, J. Comparison of the retention rates of synthetic and natural astaxanthin in feeds and their effects on pigmentation, growth, and health in rainbow trout (Oncorhynchus mykiss). Antioxidants 2022, 11, 2473. [Google Scholar] [CrossRef]
- Capelli, B.; Bagchi, D.; Cysewski, G.R. Synthetic astaxanthin is significantly inferior to algal-based astaxanthin as an antioxidant and may not be suitable as a human nutraceutical supplement. Nutrafoods 2013, 12, 145–152. [Google Scholar] [CrossRef]
- Torrissen, O.J.; Hardy, R.W.; Shearer, K.D. Pigmentation of salmonids-carotenoid deposition and metabolism. CRC Crit. Rev. Aquat. Sci. 1989, 1, 209–225. [Google Scholar]
- Storebakken, T.; Foss, P.; Schiedt, K.; Austreng, E.; Liaaen-Jensen, S.; Manz, U. Carotenoids in diets for salmonids: IV. Pigmentation of Atlantic salmon with astaxanthin, astaxanthin dipalmitate and canthaxanthin. Aquaculture 1987, 65, 279–292. [Google Scholar] [CrossRef]
- Rizzardi, N.; Pezzolesi, L.; Samorì, C.; Senese, F.; Zalambani, C.; Pitacco, W.; Calonghi, N.; Bergamini, C.; Prata, C.; Fato, R. Natural astaxanthin is a green antioxidant able to counteract lipid peroxidation and ferroptotic cell death. Int. J. Mol. Sci. 2022, 23, 15137. [Google Scholar] [CrossRef]
- Elbahnaswy, S.; Elshopakey, G.E. Recent progress in practical applications of a potential carotenoid astaxanthin in aquaculture industry: A review. Fish Physiol. Biochem. 2024, 50, 97–126. [Google Scholar] [CrossRef]
- Nguyen, K.D. Astaxanthin: A Comparative Case of Synthetic vs. Natural Production; University of Tennessee Trace Repository: Knoxville, TN, USA, 2013. [Google Scholar]
- Lu, Q.; Li, H.; Zou, Y.; Liu, H.; Yang, L. Astaxanthin as a microalgal metabolite for aquaculture: A review on the synthetic mechanisms, production techniques, and practical application. Algal Res. 2021, 54, 102178. [Google Scholar] [CrossRef]
- Shastak, Y.; Pelletier, W. Captivating colors, crucial roles: Astaxanthin’s antioxidant impact on fish oxidative stress and reproductive performance. Animals 2023, 13, 3357. [Google Scholar] [CrossRef] [PubMed]
- Peng, L.; Zhang, Z.; Li, Q.; Yang, H. Current challenges and issues in the application of astaxanthin. Fishes 2025, 10, 159. [Google Scholar] [CrossRef]
- Li, B.; Chen, C.; Zhou, X.; Liu, H.; Zhou, Z.; Wang, X.; Liang, J.; Guo, Y.; Liang, S. Effectiveness of astaxanthin as a feed supplement to improve growth performance and feed utilization in aquaculture animals: A meta-analysis. Antioxidants 2025, 14, 609. [Google Scholar] [CrossRef]
- White, D.A.; Page, G.I.; Swaile, J.; Moody, A.J.; Davies, S.J. Effect of esterification on the absorption of astaxanthin in rainbow trout, Oncorhynchus mykiss (Walbaum). Aquac. Res. 2002, 33, 343–350. [Google Scholar] [CrossRef]
- Gouveia, L.; Choubert, G.; Gomes, E.; Rema, P.; Empis, J. Use of Chlorella vulgaris as a carotenoid source for rainbow trout: Effect of dietary lipid content on pigmentation, digestibility and retention in the muscle tissue. Aquac. Int. 1998, 6, 269–279. [Google Scholar] [CrossRef]
- Bowen, J.; Soutar, C.; Serwata, R.D.; Lagocki, S.; White, D.A.; Davies, S.J.; Young, A.J. Utilization of (3S,3′S)-astaxanthin acyl esters in pigmentation of rainbow trout (Oncorhynchus mykiss). Aquac. Nutr. 2002, 8, 59–68. [Google Scholar] [CrossRef]
- Sommer, T.R.; D’Souza, F.M.L.; Morrissy, N.M. Pigmentation of adult rainbow trout, Oncorhynchus mykiss, using the green alga Haematococcus pluvialis. Aquaculture 1992, 106, 63–74. [Google Scholar] [CrossRef]
- Choubert, G.; Heinrich, O. Carotenoid pigments of the green alga Haematococcus pluvialis: Assay on rainbow trout, Oncorhynchus mykiss, pigmentation in comparison with synthetic astaxanthin and canthaxanthin. Aquaculture 1993, 112, 217–226. [Google Scholar] [CrossRef]
- Doughty, K.H.; Garner, S.R.; Bernards, M.A.; Heath, J.W.; Neff, B.D. Effects of dietary fishmeal substitution with corn gluten meal and poultry meal on growth rate and flesh characteristics of Chinook salmon (Oncorhynchus tshawytscha). Int. Aquat. Res. 2019, 11, 325–334. [Google Scholar] [CrossRef]
- Sommer, T.R.; Potts, W.T.; Morrissy, N.M. Utilization of microalgal astaxanthin by rainbow trout (Oncorhynchus mykiss). Aquaculture 1991, 94, 79–88. [Google Scholar] [CrossRef]
- Choubert, G.; Mendes-Pinto, M.M.; Morais, R. Pigmenting efficacy of astaxanthin fed to rainbow trout Oncorhynchus mykiss: Effect of dietary astaxanthin and lipid sources. Aquaculture 2006, 257, 429–436. [Google Scholar] [CrossRef]
- Hart, B.; Colombo, S.M. Effects of a novel weakened whole-cell form of Haematococcus pluvialis on flesh pigmentation of rainbow trout (Oncorhynchus mykiss) when compared to synthetic astaxanthin. Aquac. Res. 2022, 53, 2408–2419. [Google Scholar] [CrossRef]
- Long, X.; Wang, L.; Li, Y.; Sun, W.; Wu, X. Effects of long-term Haematococcus pluvialis astaxanthin feeding on the growth, coloration, and antioxidant capacity of commercial-sized Oncorhynchus mykiss. Aquac. Rep. 2023, 30, 101603. [Google Scholar] [CrossRef]
- Zhao, W.; Wei, H.L.; Chen, M.D.; Yao, R.; Wang, Z.Q.; Niu, J. Effects of synthetic astaxanthin and Haematococcus pluvialis on growth, antioxidant capacity, immune response, and hepato-morphology of Oncorhynchus mykiss under cage culture with flowing freshwater. Aquaculture 2023, 562, 738860. [Google Scholar] [CrossRef]
- Sheikhzadeh, N.; Tayefi-Nasrabadi, H.; Oushani, A.K.; Enferadi, M.H.N. Effects of Haematococcus pluvialis supplementation on antioxidant system and metabolism in rainbow trout (Oncorhynchus mykiss). Fish Physiol. Biochem. 2011, 38, 413–419. [Google Scholar] [CrossRef]
- Meng, X.; Yang, F.; Zhu, L.; Zhan, L.; Numasawa, T.; Deng, J. Effects of dietary astaxanthin supplementation on growth performance, antioxidant status, immune response, and intestinal health of rainbow trout (Oncorhynchus mykiss). Anim. Nutr. 2024, 17, 387–396. [Google Scholar] [CrossRef]
- Krogdahl, A. Alternative protein sources from plants contain antinutrients affecting digestion in salmonids. In Proceedings of the 3rd International Symposium on Feeding and Nutrition in Fish, Toba, Japan, 28 August–1 September 1989; Laboratory of Fish Nutrition, Tokyo University of Fisheries: Tokyo, Japan, 1990; p. 273. [Google Scholar]
- Kortner, T.M.; Gu, J.; Krogdahl, Å.; Bakke, A.M. Transcriptional regulation of cholesterol and bile acid metabolism after dietary soyabean meal treatment in Atlantic salmon (Salmo salar L.). Br. J. Nutr. 2012, 109, 593–604. [Google Scholar] [CrossRef]
- Romano, N.; Kumar, V.; Yang, G.; Kajbaf, K.; Rubio, M.B.; Overturf, K.; Brezas, A.; Hardy, R. Bile acid metabolism in fish: Disturbances caused by fishmeal alternatives and some mitigating effects from dietary bile inclusions. Rev. Aquac. 2020, 12, 1792–1817. [Google Scholar] [CrossRef]
- Staessen, T.W.O.; Verdegem, M.C.J.; Weththasinghe, P.; Schrama, J.W. The effect of dietary non-starch polysaccharide level and bile acid supplementation on fat digestibility and the bile acid balance in rainbow trout (Oncorhynchus mykiss). Aquaculture 2020, 523, 735174. [Google Scholar] [CrossRef]
- Chiang, J.Y.L. Bile acid metabolism. In Molecular Pathology of Liver Diseases; Monga, S.P.S., Ed.; Springer: Boston, MA, USA, 2011; pp. 165–179. [Google Scholar]
- Chiang, J.Y.L. Bile acid regulation of gene expression: Roles of nuclear hormone receptors. Endocr. Rev. 2002, 23, 443–463. [Google Scholar] [CrossRef] [PubMed]
- Murashita, K.; Rønnestad, I.; Furuita, H.; Matsunari, H.; Oku, H.; Yamamoto, T. Effects of dietary soybean meal on the bile physiology in rainbow trout, Oncorhynchus mykiss. Aquaculture 2018, 490, 303–310. [Google Scholar] [CrossRef]
- Bjerkeng, B.; Følling, M.; Lagocki, S.; Storebakken, T.; Olli, J.J.; Alsted, N. Bioavailability of all-E-astaxanthin and Z-isomers of astaxanthin in rainbow trout (Oncorhynchus mykiss). Aquaculture 1997, 157, 63–82. [Google Scholar] [CrossRef]
- Nguyen, C.D.H.; Amoroso, G.; Ventura, T.; Minich, J.J.; Elizur, A. Atlantic salmon (Salmo salar L., 1758) gut microbiota profile correlates with flesh pigmentation: Cause or effect? Mar. Biotechnol. 2020, 22, 786–804. [Google Scholar] [CrossRef] [PubMed]
- Nguyen, C.D.H.; Amoroso, G.; Ventura, T.; Elizur, A. Assessing the pyloric caeca and distal gut microbiota correlation with flesh color in Atlantic salmon (Salmo salar L., 1758). Microorganisms 2020, 8, 1244. [Google Scholar] [CrossRef]
- Ahmed, R.O.; Ali, A.; Leeds, T.; Salem, M. Fecal microbiome analysis distinguishes bacterial taxa biomarkers associated with red fillet color in rainbow trout. Microorganisms 2023, 11, 2704. [Google Scholar] [CrossRef]
- Li, C.; Gao, Y.; Huan, Y.; Ren, P.; Zhi, J.; Wu, A.; Xu, J.; Wei, Z.; Xue, C.; Tang, Q. Colon and gut microbiota greatly affect the absorption and utilization of astaxanthin derived from Haematococcus pluvialis. Food Res. Int. 2022, 156, 111324. [Google Scholar] [CrossRef]
- Desai, A.R.; Links, M.G.; Collins, S.A.; Mansfield, G.S.; Drew, M.D.; Van Kessel, A.G.; Hill, J.E. Effects of plant-based diets on the distal gut microbiome of rainbow trout (Oncorhynchus mykiss). Aquaculture 2012, 350–353, 134–142. [Google Scholar] [CrossRef]
- Villasante, A.; Ramírez, C.; Rodríguez, H.; Dantagnan, P.; Hernández, A.; Figueroa, E.; Romero, J. Dietary carbohydrate-to-protein ratio influences growth performance, hepatic health and dynamic of gut microbiota in atlantic salmon (Salmo salar). Anim. Nutr. 2022, 10, 261–279. [Google Scholar] [CrossRef]
- Villasante, A.; Ramírez, C.; Catalán, N.; Opazo, R.; Dantagnan, P.; Romero, J. Effect of dietary carbohydrate-to-protein ratio on gut microbiota in Atlantic salmon (Salmo salar). Animals 2019, 9, 89. [Google Scholar] [CrossRef]
- Michl, S.C.; Ratten, J.M.; Beyer, M.; Hasler, M.; LaRoche, J.; Schulz, C. The malleable gut microbiome of juvenile rainbow trout (Oncorhynchus mykiss): Diet-dependent shifts of bacterial community structures. PLoS ONE 2017, 12, e0177735. [Google Scholar] [CrossRef]
- Green, T.J.; Smullen, R.; Barnes, A.C. Dietary soybean protein concentrate-induced intestinal disorder in marine farmed Atlantic salmon, Salmo salar is associated with alterations in gut microbiota. Vet. Microbiol. 2013, 166, 286–292. [Google Scholar] [CrossRef]
- Gajardo, K.; Jaramillo-Torres, A.; Kortner, T.M.; Merrifield, D.L.; Tinsley, J.; Bakke, A.M.; Krogdahl, Å. Alternative protein sources in the diet modulate microbiota and functionality in the distal intestine of Atlantic salmon (Salmo salar). Appl. Environ. Microbiol. 2017, 83, e02615-16. [Google Scholar] [CrossRef] [PubMed]
- Kaushik, S.J.; Corraze, G.; Choubert, G. Effet de la source de protéine alimentaire sur la pigmentation de la truite arc-en-ciel (Oncorhynchus mykiss). In Proceedings of the 4e Journée INRA-IFREMER Nutrition des Poissons, Bordeaux Aquaculture, Bordeaux, France, 20 September 2002; INRA France: Paris, France, 2002; p. 4. [Google Scholar]
- Storebakken, T.; Goswami, U.C. Plasma carotenoid concentration indicates the availability of dietary astaxanthin for Atlantic salmon, Salmo salar. Aquaculture 1996, 146, 147–153. [Google Scholar] [CrossRef]
- March, B.E.; Macmillan, C. Muscle pigmentation and plasma concentrations of astaxanthin in rainbow trout, chinook salmon, and atlantic salmon in response to different dietary levels of astaxanthin. Progress. Fish Cult. 1996, 58, 178–186. [Google Scholar] [CrossRef]
- Kiessling, A.; Dosanjh, B.; Koppe, W.; Higgs, D. Relationship between blood and muscle levels of astaxanthin in dorsal aorta cannulated Atlantic salmon. Aquaculture 2006, 254, 653–657. [Google Scholar] [CrossRef]
- Bjerkeng, B.; Peisker, M.; von Schwartzenberg, K.; Ytrestøyl, T.; Åsgård, T. Digestibility and muscle retention of astaxanthin in Atlantic salmon, Salmo salar, fed diets with the red yeast Phaffia rhodozyma in comparison with synthetic formulated astaxanthin. Aquaculture 2007, 269, 476–489. [Google Scholar] [CrossRef]
- March, B.E.; Hajen, W.E.; Deacon, G.; MacMillan, C.; Walsh, M.G. Intestinal absorption of astaxanthin, plasma astaxanthin concentration, body weight, and metabolic rate as determinants of flesh pigmentation in salmonid fish. Aquaculture 1990, 90, 313–322. [Google Scholar] [CrossRef]
- Ytrestøyl, T.; Bjerkeng, B. Intraperitoneal and dietary administration of astaxanthin in rainbow trout (Oncorhynchus mykiss)—Plasma uptake and tissue distribution of geometrical E/Z isomers. Comp. Biochem. Physiol. B Biochem. Mol. Biol. 2007, 147, 250–259. [Google Scholar] [CrossRef]
- Venold, F.F.; Penn, M.H.; Krogdahl, Å.; Overturf, K. Severity of soybean meal induced distal intestinal inflammation, enterocyte proliferation rate, and fatty acid binding protein (Fabp2) level differ between strains of rainbow trout (Oncorhynchus mykiss). Aquaculture 2012, 364–365, 281–292. [Google Scholar] [CrossRef]
- Amirkolaei, A.K.; Benito, M.M.R.; Kumar, V.; Romano, N.; Hong, J.; Small, B.C. Bile acid supplementation in alternative lipid-based diets: Effects on growth, histopathology and digestibility in rainbow trout (Oncorhynchus mykiss). Anim. Feed Sci. Technol. 2025, 319, 116179. [Google Scholar] [CrossRef]
- Foss, P.; Storebakken, T.; Austreng, E.; Liaaenjensen, S. Carotenoids in diets for salmonids. Aquaculture 1987, 65, 293–305. [Google Scholar] [CrossRef]
- Schiedt, K.; Leuenberger, F.J. Retention, distribution and metabolism of astaxanthin in rainbow trout (Salmo gairdneri). In Proceedings of the 6th International Symposium on Carotenoids, Liverpool, UK, 26–31 July 1981. [Google Scholar]
- Schiedt, K.; Leuenberger, F.J.; Vecchi, M.; Glinz, E. Absorption, retention and metabolic transformations of carotenoids in rainbow trout, salmon and chicken. Pure Appl. Chem. 1985, 57, 685–692. [Google Scholar] [CrossRef]
- Young, A.J.; Pritchard, J.; White, D.; Davies, S. Processing of astaxanthin-rich Haematococcus cells for dietary inclusion and optimal pigmentation in Rainbow trout, Oncorhynchus mykiss L. Aquac. Nutr. 2017, 23, 1304–1311. [Google Scholar] [CrossRef]
- Øverland, M.; Sørensen, M.; Storebakken, T.; Penn, M.; Krogdahl, Å.; Skrede, A. Pea protein concentrate substituting fish meal or soybean meal in diets for Atlantic salmon (Salmo salar)—Effect on growth performance, nutrient digestibility, carcass composition, gut health, and physical feed quality. Aquaculture 2009, 288, 305–311. [Google Scholar] [CrossRef]
- Staessen, T.W.O.; Verdegem, M.C.J.; Koletsi, P.; Schrama, J.W. The effect of dietary protein source (fishmeal vs. plant protein) and non-starch polysaccharide level on fat digestibility and faecal bile acid loss in rainbow trout (Oncorhynchus mykiss). Aquac. Res. 2019, 51, 1170–1181. [Google Scholar] [CrossRef]
- Choi, S.K.; Adachi, M.; Utsumi, S. Identification of the bile acid-binding region in the soy glycinin A1aB1b subunit. Biosci. Biotechnol. Biochem. 2002, 66, 2395–2401. [Google Scholar] [CrossRef]
- Wang, L.; Lee, Y.K.; Bundman, D.; Han, Y.; Thevananther, S.; Kim, C.S.; Chua, S.S.; Wei, P.; Heyman, R.A.; Karin, M.; et al. Redundant pathways for negative feedback regulation of bile acid production. Dev. Cell 2002, 2, 721–731. [Google Scholar] [CrossRef]
- Gu, M.; Kortner, T.M.; Penn, M.; Hansen, A.K.; Krogdahl, Å. Effects of dietary plant meal and soya-saponin supplementation on intestinal and hepatic lipid droplet accumulation and lipoprotein and sterol metabolism in Atlantic salmon (Salmo salar L.). Br. J. Nutr. 2013, 111, 432–444, Erratum in Br. J. Nutr. 2014, 111, 2046. [Google Scholar] [CrossRef]
- Zhao, X.; Iqbal, W.; Sun, P.; Zhou, X. Na+-taurocholate co-transporting polypeptide (NTCP) in livers, function, expression regulation, and potential in hepatitis B treatment. Livers 2021, 1, 236–249. [Google Scholar] [CrossRef]
- Jin, Y.; Li, K.; Vik, J.O.; Hillestad, M.; Olsen, R.E. Effect of dietary cholesterol, phytosterol, and docosahexaenoic acid on astaxanthin absorption and retention in rainbow trout. Aquac. Nutr. 2024, 2024, 8265746. [Google Scholar] [CrossRef]
- Chimsung, N.; Lall, S.P.; Tantikitti, C.; Verlhac-Trichet, V.; Milley, J.E. Effects of dietary cholesterol on astaxanthin transport in plasma of Atlantic salmon (Salmo salar). Comp. Biochem. Physiol. B Biochem. Mol. Biol. 2013, 165, 73–81. [Google Scholar] [CrossRef] [PubMed]
- SalmonExpert. BioMar Lanza Servicio de Inteligencia Artificial para Calidad de Filetes de Salmón. Available online: https://www.salmonexpert.cl/biomar-centros-chile/biomar-lanza-servicio-de-inteligencia-artificial-para-calidad-de-filetes-de-salmon/1182295 (accessed on 20 June 2025).
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
- Sitjà-Bobadilla, A.; Peña-Llopis, S.; Gómez-Requeni, P.; Médale, F.; Kaushik, S.; Pérez-Sánchez, J. Effect of fish meal replacement by plant protein sources on non-specific defence mechanisms and oxidative stress in gilthead sea bream (Sparus aurata). Aquaculture 2005, 249, 387–400. [Google Scholar] [CrossRef]
- Gómez-Requeni, P.; Mingarro, M.; Calduch-Giner, J.A.; Médale, F.; Martin, S.A.M.; Houlihan, D.F.; Kaushik, S.; Pérez-Sánchez, J. Protein growth performance, amino acid utilisation and somatotropic axis responsiveness to fish meal replacement by plant protein sources in gilthead sea bream (Sparus aurata). Aquaculture 2004, 232, 493–510. [Google Scholar] [CrossRef]
- Romarheim, O.H.; Skrede, A.; Gao, Y.; Krogdahl, Å.; Denstadli, V.; Lilleeng, E.; Storebakken, T. Comparison of white flakes and toasted soybean meal partly replacing fish meal as protein source in extruded feed for rainbow trout (Oncorhynchus mykiss). Aquaculture 2006, 256, 354–364. [Google Scholar] [CrossRef]
- Lazzarotto, V.; Médale, F.; Larroquet, L.; Corraze, G. Long-term dietary replacement of fishmeal and fish oil in diets for rainbow trout (Oncorhynchus mykiss): Effects on growth, whole body fatty acids and intestinal and hepatic gene expression. PLoS ONE 2018, 13, e0190730. [Google Scholar] [CrossRef]
- Matulić, D.; Barišić, J.; Aničić, I.; Tomljanović, T.; Safner, R.; Treer, T.; Gao, J.; Glojnarić, I.; Čož-Rakovac, R. Growth, health aspects and histopathology of brown bullhead (Ameiurus nebulosus L.): Replacing fishmeal with soybean meal and brewer’s yeast. Sci. Rep. 2020, 10, 1104, Erratum in Sci. Rep. 2020, 10, 11098. [Google Scholar] [CrossRef] [PubMed]
- Yamamoto, T.; Suzuki, N.; Furuita, H.; Sugita, T.; Tanaka, N.; Goto, T. Supplemental effect of bile salts to soybean meal-based diet on growth and feed utilization of rainbow trout Oncorhynchus mykiss. Fish. Sci. 2007, 73, 123–131. [Google Scholar] [CrossRef]
- Kortner, T.M.; Penn, M.H.; Björkhem, I.; Måsøval, K.; Krogdahl, Å. Bile components and lecithin supplemented to plant based diets do not diminish diet related intestinal inflammation in Atlantic salmon. BMC Vet. Res. 2016, 12, 190. [Google Scholar] [CrossRef]
- Yoshinaga, H.; Yasuike, M.; Mekuchi, M.; Soma, S.; Yamamoto, T.; Murashita, K.; Matsunari, H.; Oku, H.; Furuita, H. Multi-omics analysis of hepatopancreas of red seabream (Pagrus major) fed a soybean meal-based diet. Aquaculture 2023, 574, 739631. [Google Scholar] [CrossRef]
- Kortner, T.M.; Björkhem, I.; Krasnov, A.; Timmerhaus, G.; Krogdahl, Å. Dietary cholesterol supplementation to a plant-based diet suppresses the complete pathway of cholesterol synthesis and induces bile acid production in Atlantic salmon (Salmo salar L.). Br. J. Nutr. 2014, 111, 2089–2103. [Google Scholar] [CrossRef]
- Brown, A.J.; Sharpe, L.J. Cholesterol synthesis. In Biochemistry of Lipids, Lipoproteins and Membranes; Ridgway, N.D., McLeod, R.S., Eds.; Elsevier: Boston, MA, USA, 2016; pp. 327–358. [Google Scholar]
- Goedeke, L.; Fernández-Hernando, C. Regulation of cholesterol homeostasis. Cell. Mol. Life Sci. 2011, 69, 915–930. [Google Scholar] [CrossRef] [PubMed]
- Wong, J.; Quinn, C.M.; Brown, A.J. SREBP-2 positively regulates transcription of the cholesterol efflux gene, ABCA1, by generating oxysterol ligands for LXR. Biochem. J. 2006, 400, 485–491. [Google Scholar] [CrossRef] [PubMed]
- Zhu, T.; Corraze, G.; Plagnes-Juan, E.; Quillet, E.; Dupont-Nivet, M.; Skiba-Cassy, S. Regulation of genes related to cholesterol metabolism in rainbow trout (Oncorhynchus mykiss) fed a plant-based diet. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2018, 314, R58–R70. [Google Scholar] [CrossRef] [PubMed]
- Soroka, C.; Ballatori, N.; Boyer, J. Organic solute transporter, OSTα-OSTβ: Its role in bile acid transport and cholestasis. Semin. Liver Dis. 2010, 30, 178–185. [Google Scholar] [CrossRef]
- de Francesco, M.; Parisi, G.; Médale, F.; Lupi, P.; Kaushik, S.J.; Poli, B.M. Effect of long-term feeding with a plant protein mixture based diet on growth and body/fillet quality traits of large rainbow trout (Oncorhynchus mykiss). Aquaculture 2004, 236, 413–429. [Google Scholar] [CrossRef]
- Overturf, K.; Gaylord, T.G. Determination of relative protein degradation activity at different life stages in rainbow trout (Oncorhynchus mykiss). Comp. Biochem. Physiol. B Biochem. Mol. Biol. 2009, 152, 150–160. [Google Scholar] [CrossRef]
- Naylor, R.L.; Hardy, R.W.; Bureau, D.P.; Chiu, A.; Elliott, M.; Farrell, A.P.; Forster, I.; Gatlin, D.M.; Goldburg, R.J.; Hua, K.; et al. Feeding aquaculture in an era of finite resources. Proc. Natl. Acad. Sci. USA 2009, 106, 15103–15110. [Google Scholar] [CrossRef]
- Krogdahl, Å.; Penn, M.; Thorsen, J.; Refstie, S.; Bakke, A.M. Important antinutrients in plant feedstuffs for aquaculture: An update on recent findings regarding responses in salmonids. Aquac. Res. 2010, 41, 333–344. [Google Scholar] [CrossRef]
- Hardy, R.W. Utilization of plant proteins in fish diets: Effects of global demand and supplies of fishmeal. Aquac. Res. 2010, 41, 770–776. [Google Scholar] [CrossRef]
- Qian, Y.F.; Limbu, S.M.; Qiao, F.; Luo, Y.; Chen, L.Q.; Zhang, M.L.; Du, Z.Y. Seeking the Best Alternatives: A Systematic Review and Meta-Analysis on Replacing Fishmeal with Plant Protein Sources in Carnivorous Fish Species. Rev. Aquac. 2024, 16, 1099–1126. [Google Scholar] [CrossRef]
- Leaver, M.J.; Bautista, J.M.; Björnsson, B.T.; Jönsson, E.; Krey, G.; Tocher, D.R.; Torstensen, B.E. Towards Fish Lipid Nutri-genomics: Current State and Prospects for Fin-Fish Aquaculture. Rev. Fish. Sci. 2008, 16, 73–94. [Google Scholar] [CrossRef]
- National Research Council. Nutrient Requirements of Fish and Shrimp; The National Academic Press: Washington, DC, USA, 2011. [Google Scholar]
- Turchini, G.M.; Hardy, R.W. Research in Aquaculture Nutrition: What Makes an Experimental Feeding Trial Successful? Rev. Fish. Sci. Aquac. 2024, 33, 487–495. [Google Scholar] [CrossRef]
- Apper, E.; Weissman, D.; Respondek, F.; Guyonvarch, A.; Baron, F.; Boisot, P.; Rodiles, A.; Merrifield, D.L. Hydrolysed wheat gluten as part of a diet based on animal and plant proteins supports good growth performance of Asian seabass (Lates calcarifer), without impairing intestinal morphology or microbiota. Aquaculture 2016, 453, 40–48. [Google Scholar] [CrossRef]
- Michl, S.C.; Beyer, M.; Ratten, J.M.; Hasler, M.; LaRoche, J.; Schulz, C. A diet-change modulates the previously established bacterial gut community in juvenile brown trout (Salmo trutta). Sci. Rep. 2019, 9, 2339. [Google Scholar] [CrossRef]
- Xie, M.; Xie, Y.; Li, Y.; Zhou, W.; Zhang, Z.; Yang, Y.; Olsen, R.E.; Ran, C.; Zhou, Z. The effects of fish meal replacement with ultra-micro ground mixed plant proteins (uPP) in practical diet on growth, gut and liver health of common carp (Cyprinus carpio). Aquac. Rep. 2021, 19, 100558. [Google Scholar] [CrossRef]
- Rimoldi, S.; Terova, G.; Ascione, C.; Giannico, R.; Brambilla, F. Next generation sequencing for gut microbiome characterization in rainbow trout (Oncorhynchus mykiss) fed animal by-product meals as an alternative to fishmeal protein sources. PLoS ONE 2018, 13, e0193652. [Google Scholar] [CrossRef]
- Zhang, Z.; Xi, L.; Liu, H.; Jin, J.; Yang, Y.; Zhu, X.; Han, D.; Xie, S. High replacement of fishmeal by Chlorella meal affects intestinal microbiota and the potential metabolic function in largemouth bass (Micropterus salmoides). Front. Microbiol. 2022, 13, 1016662. [Google Scholar] [CrossRef]
- Terova, G.; Gini, E.; Gasco, L.; Moroni, F.; Antonini, M.; Rimoldi, S. Effects of full replacement of dietary fishmeal with insect meal from Tenebrio molitor on rainbow trout gut and skin microbiota. J. Anim. Sci. Biotechnol. 2021, 12, 30. [Google Scholar] [CrossRef]
- Estruch, G.; Collado, M.C.; Peñaranda, D.S.; Vidal, A.T.; Cerdá, M.J.; Martínez, G.P.; Martinez-Llorens, S. Impact of fishmeal replacement in diets for gilthead sea bream (Sparus aurata) on the gastrointestinal microbiota determined by pyrosequencing the 16S rRNA gene. PLoS ONE 2015, 10, e0136389. [Google Scholar] [CrossRef] [PubMed]
- Huyben, D.; Vidaković, A.; Hallgren, S.W.; Langeland, M. High-throughput sequencing of gut microbiota in rainbow trout (Oncorhynchus mykiss) fed larval and pre-pupae stages of black soldier fly (Hermetia illucens). Aquaculture 2019, 500, 485–491. [Google Scholar] [CrossRef]
- Rimoldi, S.; Gini, E.; Iannini, F.; Gasco, L.; Terova, G. The Effects of dietary insect meal from hermetia illucens prepupae on autochthonous gut microbiota of rainbow trout (Oncorhynchus mykiss). Animals 2019, 9, 143. [Google Scholar] [CrossRef]
- Egerton, S.; Wan, A.; Murphy, K.; Collins, F.; Ahern, G.; Sugrue, I.; Busca, K.; Egan, F.; Muller, N.; Whooley, J.; et al. Replacing fishmeal with plant protein in Atlantic salmon (Salmo salar) diets by supplementation with fish protein hydrolysate. Sci. Rep. 2020, 10, 4194. [Google Scholar] [CrossRef] [PubMed]
- Gaudioso, G.; Marzorati, G.; Faccenda, F.; Weil, T.; Lunelli, F.; Cardinaletti, G.; Marino, G.; Olivotto, I.; Parisi, G.; Tibaldi, E.; et al. Processed animal proteins from insect and poultry by-products in a fish meal-free diet for rainbow trout: Impact on intestinal microbiota and inflammatory markers. Int. J. Mol. Sci. 2021, 22, 5454. [Google Scholar] [CrossRef] [PubMed]
- Catalán, N.; Villasante, A.; Wacyk, J.; Ramírez, C.; Romero, J. Fermented soybean meal increases lactic acid bacteria in gut microbiota of Atlantic salmon (Salmo salar). Probiotics Antimicrob. Proteins 2017, 10, 566–576. [Google Scholar] [CrossRef]
- Zhao, R.; Symonds, J.E.; Walker, S.P.; Steiner, K.; Carter, C.G.; Bowman, J.P.; Nowak, B.F. Salinity and fish age affect the gut microbiota of farmed Chinook salmon (Oncorhynchus tshawytscha). Aquaculture 2020, 528, 735539. [Google Scholar] [CrossRef]
- Dehler, C.E.; Secombes, C.J.; Martin, S.A.M. Environmental and physiological factors shape the gut microbiota of Atlantic salmon parr (Salmo salar L.). Aquaculture 2017, 467, 149–157. [Google Scholar] [CrossRef]
- Dehler, C.E.; Secombes, C.J.; Martin, S.A.M. Seawater transfer alters the intestinal microbiota profiles of Atlantic salmon (Salmo salar L.). Sci. Rep. 2017, 7, 13877. [Google Scholar] [CrossRef]
- He, X.; Chaganti, S.R.; Heath, D.D. Population-specific responses to interspecific competition in the gut microbiota of two Atlantic salmon (Salmo salar) populations. Microb. Ecol. 2017, 75, 140–151. [Google Scholar] [CrossRef]
- Jaramillo-Torres, A.; Rawling, M.D.; Rodiles, A.; Mikalsen, H.E.; Johansen, L.H.; Tinsley, J.; Forberg, T.; Aasum, E.; Castex, M.; Merrifield, D.L. Influence of dietary supplementation of probiotic Pediococcus acidilactici MA18/5M during the transition from freshwater to seawater on intestinal health and microbiota of Atlantic salmon (Salmo salar L.). Front. Microbiol. 2019, 10, 2243. [Google Scholar] [CrossRef]
- Lavoie, C.; Courcelle, M.; Redivo, B.; Derome, N. Structural and compositional mismatch between captive and wild Atlantic salmon (Salmo salar) parrs’ gut microbiota highlights the relevance of integrating molecular ecology for management and conservation methods. Evol. Appl. 2018, 11, 1671–1685. [Google Scholar] [CrossRef]
- Webster, T.M.U.; Consuegra, S.; de Leaniz, C.G. Early life stress causes persistent impacts on the microbiome of Atlantic salmon. Comp. Biochem. Physiol. D Genom. Proteom. 2021, 40, 100888. [Google Scholar] [CrossRef]
- Zhang, C.; Hu, L.; Hao, J.; Cai, W.; Qin, M.; Gao, Q.; Nie, M.; Qi, D.; Ma, R. Effects of plant-derived protein and rapeseed oil on growth performance and gut microbiomes in rainbow trout. BMC Microbiol. 2023, 23, 255. [Google Scholar] [CrossRef]
- Tawfik, M.M.; Lorgen-Ritchie, M.; Król, E.; McMillan, S.; Norambuena, F.; Bolnick, D.I.; Douglas, A.; Tocher, D.R.; Betancor, M.B.; Martin, S.A.M. Modulation of gut microbiota composition and predicted metabolic capacity after nutritional programming with a plant-rich diet in Atlantic salmon (Salmo salar): Insights across developmental stages. Anim. Microbiome 2024, 6, 38. [Google Scholar] [CrossRef] [PubMed]
- Perez-Fons, L.; Steiger, S.; Khaneja, R.; Bramley, P.M.; Cutting, S.M.; Sandmann, G.; Fraser, P.D. Identification and the developmental formation of carotenoid pigments in the yellow/orange Bacillus spore-formers. Biochim. Biophys. Acta (BBA) Mol. Cell Biol. Lipids 2011, 1811, 177–185. [Google Scholar] [CrossRef] [PubMed]
- Choi, H.D.; Kang, H.E.; Yang, S.H.; Lee, M.G.; Shin, W.G. Pharmacokinetics and first-pass metabolism of astaxanthin in rats. Br. J. Nutr. 2011, 105, 220–227. [Google Scholar] [CrossRef]
- Howell, S.R.; Shirley, M.A.; Ulm, E.H. Effects of retinoid treatment of rats on hepatic microsomal metabolism and cytochromes P450: Correlation between retinoic acid receptor/retinoid X receptor selectivity and effects on metabolic enzymes. Drug Metab. Dispos. 1998, 26, 234–239. [Google Scholar] [PubMed]
- Eroglu, A.; Al’Abri, I.S.; Kopec, R.E.; Crook, N.; Bohn, T. Carotenoids and their health benefits as derived via their interactions with gut microbiota. Adv. Nutr. 2023, 14, 238–255. [Google Scholar] [CrossRef] [PubMed]
- AOAC. Official Method of Analysis; AOAC: Arlington, VA, USA, 2005. [Google Scholar]
- Bligh, E.G.; Dyer, W.J. A rapid method of total lipid extraction and purification. Can. J. Biochem. Physiol. 1959, 37, 911–917. [Google Scholar] [CrossRef]
- Furukawa, A.; Tsukahara, H. On the acid digestion method for the determination of chromic oxide as an index substance in the study of digestibility of fish feed. Nippon Suisan Gakkaishi 1966, 32, 502–506. [Google Scholar] [CrossRef]
- Rajasingh, H.; Øyehaug, L.; Våge, D.I.; Omholt, S.W. Carotenoid dynamics in Atlantic salmon. BMC Biol. 2006, 4, 10. [Google Scholar] [CrossRef]
- Baranek, E.; Heraud, C.; Larroquet, L.; Surget, A.; Lanuque, A.; Terrier, F.; Skiba-Cassy, S.; Jérôme, R. Long-Term Regulation of Fat Sensing in Rainbow Trout (Oncorhynchus mykiss) Fed a Vegetable Diet from the First Feeding: Focus on Free Fatty Acid Receptors and Their Signalling. Br. J. Nutr. 2024, 131, 1–16. [Google Scholar] [CrossRef]
- Song, X.; Marandel, L.; Skiba-Cassy, S.; Corraze, G.; Dupont-Nivet, M.; Quillet, E.; Panserat, S. Regulation by Dietary Carbohydrates of Intermediary Metabolism in Liver and Muscle of Two Isogenic Lines of Rainbow Trout. Front. Physiol. 2018, 9, 1579. [Google Scholar] [CrossRef] [PubMed]
- Borey, M.; Panserat, S.; Surget, A.; Cluzeaud, M.; Plagnes-Juan, E.; Herman, A.; Lazzarotto, V.; Corraze, G.; Médale, F.; Lauga, B.; et al. Postprandial Kinetics of Gene Expression of Proteins Involved in the Digestive Process in Rainbow Trout (O. mykiss) and Impact of Diet Composition. Fish Physiol. Biochem. 2016, 42, 1187–1202. [Google Scholar] [CrossRef]
- Todorović, B.; Grujić, V.J.; Krajnc, A.U.; Kranvogl, R.; Ambrožič-Dolinšek, J. Identification and content of astaxanthin and its esters from microalgae Haematococcus pluvialis by HPLC-DAD and LC-QTOF-MS after extraction with various solvents. Plants 2021, 10, 2413. [Google Scholar] [CrossRef]
- Schierle, J.; Frey, C. Analytical Test Method: Determination of Astaxanthin in Fish Flesh. In DSM, Version 1.2; DSM Nutritional Products: Parsippany, NJ, USA, 2014. [Google Scholar]
- Maynard, L.; Loosli, J. Animal Nutrition; McGraw-Hill: New York, NY, USA, 1969. [Google Scholar]
- Page, G.I.; Davies, S.J. Tissue astaxanthin and canthaxanthin distribution in rainbow trout (Oncorhynchus mykiss) and Atlantic salmon (Salmo salar). Comp. Biochem. Physiol. A Mol. Integr. Physiol. 2006, 143, 125–132. [Google Scholar] [CrossRef] [PubMed]
- Rasmussen, R.S.; Ostenfeld, T.H. Effect of growth rate on quality traits and feed utilisation of rainbow trout (Oncorhynchus mykiss) and brook trout (Salvelinus fontinalis). Aquaculture 2000, 184, 327–337. [Google Scholar] [CrossRef]
- Kause, A.; Ritola, O.; Paananen, T.; Mäntysaari, E.; Eskelinen, U. Coupling body weight and its composition: A quantitative genetic analysis in rainbow trout. Aquaculture 2002, 211, 65–79. [Google Scholar] [CrossRef]
- Quillet, E.; Le Guillou, S.; Aubin, J.; Fauconneau, B. Two-way selection for muscle lipid content in pan-size rainbow trout (Oncorhynchus mykiss). Aquaculture 2005, 245, 49–61. [Google Scholar] [CrossRef]
- Lythium. Lythium Website. Available online: https://lythium.cl (accessed on 26 June 2025).
- Song, Z.; Li, H.; Wang, J.; Li, P.; Sun, Y.; Zhang, L. Effects of fishmeal replacement with soy protein hydrolysates on growth performance, blood biochemistry, gastrointestinal digestion and muscle composition of juvenile starry flounder (Platichthys stellatus). Aquaculture 2014, 426–427, 96–104. [Google Scholar] [CrossRef]
- Andrews, S. FastQC: A Quality Control Tool for High Throughput Sequence Data. Available online: http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ (accessed on 20 June 2025).
- Martin, M. Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet J. 2011, 17, 10. [Google Scholar] [CrossRef]
- R Core Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2024. [Google Scholar]
- Callahan, B.J.; McMurdie, P.J.; Rosen, M.J.; Han, A.W.; Johnson, A.J.A.; Holmes, S.P. DADA2: High-resolution sample inference from Illumina amplicon data. Nat. Methods 2016, 13, 581–583. [Google Scholar] [CrossRef]
- McMurdie, P.J.; Holmes, S. phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data. PLoS ONE 2013, 8, e61217. [Google Scholar] [CrossRef]
- Wickham, H. ggplot2: Elegant Graphics for Data Analysis; Springer-Verlag: New York, NY, USA, 2016. [Google Scholar]
- Lahti, L.; Shetty, S.A. Microbiome R package; R Foundation: Vienna, Austria. [CrossRef]
- Oksanen, J.; Simpson, G.L.; Blanchet, F.G.; Kindt, R.; Legendre, P.; Minchin, P.R.; O’Hara, R.B.; Solymos, P.; Stevens, M.H.H.; Szoecs, E. Vegan: Community Ecology Package. Available online: https://CRAN.R-project.org/package=vegan (accessed on 10 March 2025).
- Lin, H.; Peddada, S.D. Analysis of compositions of microbiomes with bias correction. Nat. Commun. 2020, 11, 3514. [Google Scholar] [CrossRef] [PubMed]
- Wei, T.; Simko, V. R Package “Corrplot”: Visualization of a Correlation Matrix (Version 0.84). Available online: https://github.com/taiyun/corrplot (accessed on 10 March 2025).
















| Experimental Diets | Statistical Test | ||||||
|---|---|---|---|---|---|---|---|
| FM | MPM | HPM | |||||
| Productive Variables | Mean | SEM | Mean | SEM | Mean | SEM | p Value |
| Initial weight, g/fish 1 | 182.6 | 2.1 | 184.2 | 1.3 | 182.1 | 1.2 | 0.65 € |
| Final weight, g/fish 1 | 554.8 a | 3.3 | 520.7 a | 18.7 | 437.5 b | 13.6 | 0.002 € |
| Relative weight gain, %/fish 1,4 | 203.9 a | 1.8 | 182.7 a | 10.9 | 140.2 b | 8.3 | 0.003 € |
| FCR 1,5 | 1.1 b | 0.0 | 1.1 b | 0.1 | 1.4 a | 0.1 | 0.02 € |
| SGR 1,6 | 1.3 a | 0.0 | 1.2 a | 0.0 | 1.0 b | 0.0 | 0.003 € |
| Condition factor 1,7 | 1.4 | 0.0 | 1.4 | 0.0 | 1.4 | 0.0 | 0.92 € |
| Protein retention (%) 2,8 | 34.6 a | 0.8 | 29.3 ab | 1.8 | 25.0 b | 1.1 | 0.004 € |
| Lipid retention (%) 2,8 | 50.7 a | 5.0 | 46.1 a | 7.4 | 22.1 b | 0.8 | 0.02 € |
| PER 9 | 1.9 a | 0.0 | 1.5 b | 0.1 | 1.2 b | 0.1 | 0.001 € |
| Initial HSI (%) 3,† | 1.7 | 0.2 | 1.8 | 0.2 | 1.7 | 0.1 | 0.87 € |
| Final HSI (%) 3,† | 1.6 a | 0.2 | 1.5 ab | 0.2 | 1.1 b | 0.0 | 0.01 Š |
| Initial VSI (%) 3,‡ | 8.5 | 1.1 | 7.6 | 0.8 | 8.0 | 0.3 | 0.76 € |
| Final VSI (%) 3,‡ | 8.6 | 1.1 | 7.7 | 0.4 | 6.7 | 0.4 | 0.13 Š |
| Experimental Diets | Statistical Test † | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Initial Values | FM | MPM | HPM | ||||||
| Chemical Composition (%) | Mean | SEM | Mean | SEM | Mean | SEM | Mean | SEM | p Value |
| Dry matter | 26.9 | 0.3 | 31.5 a | 0.5 | 31.8 a | 1.0 | 28.7 b | 0.5 | <0.05 |
| Crude protein | 15.6 | 0.1 | 17.5 b | 0.2 | 18.0 ab | 0.5 | 18.3 a | 0.1 | <0.05 |
| Crude fat | 8.1 | 0.2 | 12.1 a | 0.6 | 11.7 a | 1.0 | 8.3 b | 0.5 | <0.05 |
| Ash | 2.8 | 0.1 | 1.3 | 0.05 | 1.5 | 0.1 | 1.5 | 0.1 | 0.29 |
| Pigment Source | Experimental Diet | |||||||
|---|---|---|---|---|---|---|---|---|
| FM | MPM | HPM | ||||||
| Astaxanthin (mg/kg) | Mean | SEM | Mean | SEM | Mean | SEM | Mean | SEM |
| Mono-esterified | 113.6 | 0.0 | 53.3 | 2.9 | 57.8 | 3.2 | 54.5 | 1.4 |
| Di-esterified | 13.7 | 0.0 | 2.3 | 0.2 | 3.2 | 0.3 | 2.8 | 0.3 |
| Free | 3.4 | 0.0 | 1.5 | 0.0 | 1.6 | 0.0 | 1.6 | 0.0 |
| Total 2 | 130.7 | - | 57.1 | - | 62.6 | - | 58.9 | - |
| PERMANOVA | Betadisper | ||
|---|---|---|---|
| Pairwise Comparison | R2 | p Value | p Value |
| Diet—4 wk | 0.104 | 0.020 | 0.001 |
| FM vs. MPM | 0.054 | 0.758 | 0.302 |
| FM vs. HPM | 0.086 | 0.013 | 0.001 |
| MPM vs. HPM | 0.092 | 0.019 | 0.006 |
| Diet—8 wk | 0.119 | 0.001 * | 0.358 |
| FM vs. MPM | 0.088 | 0.005 * | 0.383 |
| FM vs. HPM | 0.112 | 0.001 * | 0.210 |
| MPM vs. HPM | 0.074 | 0.048 * | 0.531 |
| Diet—12 wk | 0.085 | 0.280 | 0.670 |
| FM vs. MPM | 0.066 | 0.316 | 0.684 |
| FM vs. HPM | 0.081 | 0.006 * | 0.424 |
| MPM vs. HPM | 0.045 | 0.943 | 0.608 |
| Ingredients (%) | Diets | ||
|---|---|---|---|
| FM Diet | MPM Diet | HPM Diet | |
| Super prime fishmeal 1 | 60.0 | 36.0 | 12.0 |
| Soy protein concentrate 2 | 0.0 | 9.0 | 18.0 |
| Wheat gluten 2 | 0.0 | 9.0 | 18.0 |
| Extruded micronized soybean meal 3 | 0.0 | 9.0 | 18.0 |
| Wheat meal 4 | 15.0 | 12.0 | 7.5 |
| Alpha cellulose 2 | 4.0 | 2.0 | 0.0 |
| Rapeseed oil 5 | 18.0 | 19.0 | 20.0 |
| Vitamin premix (including vitamin C) 3,† | 1.6 | 1.6 | 1.6 |
| Mineral premix 3,‡ | 0.15 | 0.15 | 0.15 |
| Choline chloride (70%) 3 | 0.57 | 0.57 | 0.57 |
| Dicalcium phosphate 3 | 0.0 | 0.6 | 2.5 |
| L-Methionine 3 | 0.0 | 0.1 | 0.4 |
| Lysine 3 | 0.0 | 0.3 | 0.6 |
| NatAxtin Oil 10%® (10% of astaxanthin) 6 | 0.08 | 0.08 | 0.08 |
| Chromium oxide (Cr2O3) 7 | 0.6 | 0.6 | 0.6 |
| Feed nutrient composition (as-is, %) | |||
| Dry matter | 94.6 | 95.2 | 94.0 |
| Crude protein | 46.3 | 47.7 | 47.7 |
| Fat | 22.6 | 22.4 | 22.3 |
| Ash | 10.0 | 8.2 | 7.4 |
| Fiber | 1.4 | 1.1 | 1.0 |
| Nitrogen-Free Extract (NFE) Gross energy (MJ kg−1) | 16.3 22.5 | 15.8 22.9 | 15.6 22.7 |
| Cholesterol (g kg−1) | 1.5 | 1.1 | 0.4 |
| Gene | Primer Sequence (5′–3′) | Publication |
|---|---|---|
| Cholesterol 7α-hydroxylase (cyp7a1-2) 1 | F: ACAGGCCAACACACTGCCTGCTACT R: CCGGGAGAGAGTGAGTTGTGGTTTGCT | [37] |
| Sterol 12α-hydroxylase (cyp8b1-1) 1 | F: CACAGTGTAGGGACAAAGCATGATAGAA R: CGGGGATTTGGGTGTCTCGTTAC | [37] |
| Sterol 12α-hydroxylase (cyp8b1-2) 1 | F: GTGTAGGGACGGGGGATAATAACC R: GGCTTTCTCCATGCTTTCTGTGGA | [37] |
| Small heterodimer partner (shp-1) 1 | F: GGAGCTATGCTGTTCAATCCAGACA R: GTAAGTCAGAGGTCGATAGTAGGATGCA | [37] |
| Small heterodimer partner (shp-2) 1 | F: GGAGCTATGCTGTTCAATCCAGACA R: GTAAGTCAGAGGTCGATAGTAGGATGCA | [37] |
| Bile salt export pump (bsep) 1 | F: CGGCTTCGCCCAGTGTGTCG R: CCCAGCGCTGTGCCACTGGT | [37] |
| Na+-taurocholate cotransport peptide (ntcp) 1 | F: CTCTCAGATCATCATCAAGGTTGGTC R: GTGAGAGAACCACCCACACTGTTCC | [37] |
| ATP binding cassette transporter (abcg8) 1 | F: GATACCAGGGTTCCAGAGCA R: CCAGAAACAGAGGGACCAGA | [37] |
| Sterol regulatory element binding protein 2 (srebp-2) 1 | F: TAGGCCCCAAAGGGATAAAG R: TCAGACACGACGAGCACAA | [37] |
| Apical sodium-dependent bile salt transporter (asbt) 2 | R: TGGCTGGATGGAGACATGGACCTCAGT F: TGGATGGTGTCAGCAGAGGTCCAGACAG | [37] |
| Heteromeric organic solute transporter (osta-1) 2 | R: AACATCACACGACGGAGTCTGTTCC F: CTCCCGTTATCGCCATATCTGCGAT | [37] |
| Heteromeric organic solute transporter (osta-2) 2 | R: CCATGTTAACATCACACGACGGAGTT F: CTCCTGTTACCGCCGTATCTGTAAC | [37] |
| Fatty acid binding protein 2 (fabp2) 2 | R: GTACCTGGGAGATGGATGGA F: GCATCCACCCCATCGTAGTT | [69] |
| Beta actin (b-actin) 1,2 | R: TACAACGAGCTGAGGGTGGC F: GGCAGGGGTGTTGAAGGTCT | [135] |
| Elongation factor -1 (elf-1) 1,2 | R: TCCTCTTGGTCGTTTCGCTG F: ACCCGAGGGACATCCTGTG | [79] |
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Villasante, A.; Godoy, K.; Figueroa, E.; Rodríguez, H.; Ramírez, C.; Orellana, P.; Sáez-Arteaga, A.; López-Polo, J.; Opazo, R.; Dantagnan, P.; et al. High Dietary Plant Protein Impairs Astaxanthin Pigmentation in Rainbow Trout by Disrupting Cholesterol–Bile Acid Metabolism and Gut Microbiota. Int. J. Mol. Sci. 2025, 26, 12072. https://doi.org/10.3390/ijms262412072
Villasante A, Godoy K, Figueroa E, Rodríguez H, Ramírez C, Orellana P, Sáez-Arteaga A, López-Polo J, Opazo R, Dantagnan P, et al. High Dietary Plant Protein Impairs Astaxanthin Pigmentation in Rainbow Trout by Disrupting Cholesterol–Bile Acid Metabolism and Gut Microbiota. International Journal of Molecular Sciences. 2025; 26(24):12072. https://doi.org/10.3390/ijms262412072
Chicago/Turabian StyleVillasante, Alejandro, Karina Godoy, Elías Figueroa, Héctor Rodríguez, Carolina Ramírez, Paola Orellana, Alberto Sáez-Arteaga, Johana López-Polo, Rafael Opazo, Patricio Dantagnan, and et al. 2025. "High Dietary Plant Protein Impairs Astaxanthin Pigmentation in Rainbow Trout by Disrupting Cholesterol–Bile Acid Metabolism and Gut Microbiota" International Journal of Molecular Sciences 26, no. 24: 12072. https://doi.org/10.3390/ijms262412072
APA StyleVillasante, A., Godoy, K., Figueroa, E., Rodríguez, H., Ramírez, C., Orellana, P., Sáez-Arteaga, A., López-Polo, J., Opazo, R., Dantagnan, P., & Romero, J. (2025). High Dietary Plant Protein Impairs Astaxanthin Pigmentation in Rainbow Trout by Disrupting Cholesterol–Bile Acid Metabolism and Gut Microbiota. International Journal of Molecular Sciences, 26(24), 12072. https://doi.org/10.3390/ijms262412072

