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Rosati S, Maiuro L, Lombardi SJ, Iaffaldano N, Di Iorio M, Cariglia M, Lopez F, Cofelice M, Tremonte P, Sorrentino E. Integrated Biotechnological Strategies for the Sustainability and Quality of Mediterranean Sea Bass ( Dicentrarchus labrax) and Sea Bream ( Sparus aurata). Foods 2025; 14:1020. [PMID: 40232063 PMCID: PMC11941681 DOI: 10.3390/foods14061020] [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: 01/27/2025] [Revised: 03/10/2025] [Accepted: 03/15/2025] [Indexed: 04/16/2025] Open
Abstract
This review examines the current state of the supply chain management for Dicentrarchus labrax (sea bass) and Sparus aurata (sea bream), two key commercial fish species in the Mediterranean. It provides a comprehensive analysis of sustainable innovations in aquaculture, processing, and packaging, with particular attention to circular economy-based biopreservation techniques. A major focus is on the Integrated Multi-Trophic Aquaculture (IMTA) system, an advanced farming approach that enhances sustainability, promotes circular resource utilization, and improves fish welfare. By fostering ecological balance through the co-cultivation of multiple species, IMTA contributes to the overall quality of fish products for human consumption. Beyond aquaculture, the review addresses the critical challenge of food loss, which stems from the high perishability of fish during storage and processing. In this regard, it highlights recent advancements in biopreservation strategies, including the application of antagonistic microorganisms, their metabolites, and plant-derived extracts. Particular attention is given to the development of edible antimicrobial films, with a focus on the valorization of citrus processing by-products for their production. By centering on innovations specific to the Mediterranean context, this review underscores that a holistic, integrative approach to supply chain management is essential for transitioning the aquaculture sector toward greater efficiency and sustainability.
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Affiliation(s)
- Sebastiano Rosati
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
- Department of Agricultural, Forestry and Food Sciences (DISAFA), University of Turin, Largo Paolo Braccini 2, 10095 Grugliasco, Italy
| | - Lucia Maiuro
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Silvia Jane Lombardi
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Nicolaia Iaffaldano
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Michele Di Iorio
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Michela Cariglia
- Gargano Pesca Società Agricola Consortile Arl-Società Benefit, Via Rucher 5, Interno 1/C, 71043 Manfredonia, Italy;
- Gargano Shell Fish Farm Societa’ Cooperativa Agricola Arl, Pontile Alti Fondali, SC, 71043 Manfredonia, Italy
| | - Francesco Lopez
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Martina Cofelice
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Patrizio Tremonte
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
| | - Elena Sorrentino
- Department of Agricultural, Environmental and Food Sciences (DiAAA), University of Molise, Via Francesco de Sanctis snc, 86100 Campobasso, Italy; (S.R.); (N.I.); (M.D.I.); (F.L.); (M.C.); (P.T.); (E.S.)
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Chew XZ, Cobcroft J, Hutson KS. Fish ectoparasite detection, collection and curation. ADVANCES IN PARASITOLOGY 2024; 125:105-157. [PMID: 39095111 DOI: 10.1016/bs.apar.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
Fish parasitology is a dynamic and internationally important discipline with numerous biological, ecological and practical applications. We reviewed optimal fish and parasite sampling methods for key ectoparasite phyla (i.e. Ciliophora, Platyhelminthes, Annelida and Arthropoda) as well as recent advances in molecular detection of ectoparasites in aquatic environments. Ideally, fish capture and anaesthesia as well as parasite recovery methods should be validated to eliminate potential sampling bias and inaccuracy in determining ectoparasite population parameters. There are considerable advantages to working with fresh samples and live parasites, when combined with appropriate fixation methods, as sampling using dead or decaying materials can lead to rapid decomposition of soft-bodied parasites and subsequent challenges for identification. Sampling methods differ between target phyla, and sometimes genera, with optimum techniques largely associated with identification of parasite microhabitat and the method of attachment. International advances in fish parasitology can be achieved through the accession of whole specimens and/or molecular voucher specimens (i.e. hologenophores) in curated collections for further study. This approach is now critical for data quality because of the increased application of environmental DNA (eDNA) for the detection and surveillance of parasites in aquatic environments where the whole organism may be unavailable. Optimal fish parasite sampling methods are emphasised to aid repeatability and reliability of parasitological studies that require accurate biodiversity and impact assessments, as well as precise surveillance and diagnostics.
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Affiliation(s)
- Xian Zhe Chew
- James Cook University Singapore, Singapore City, Singapore
| | - Jennifer Cobcroft
- James Cook University Singapore, Singapore City, Singapore; College of Science and Engineering, Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, QLD, Australia
| | - Kate S Hutson
- College of Science and Engineering, Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, QLD, Australia; Cawthron Institute, Nelson, New Zealand.
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Zhong Z, Li H, Li Z, Cao J, Wang C, Luo Z, Wang B, Zhuang J, Han Q, Li A. Inhibiting thioredoxin glutathione reductase is a promising approach to controlling Cryptocaryon irritans infection in fish. Vet Parasitol 2023; 320:109972. [PMID: 37385103 DOI: 10.1016/j.vetpar.2023.109972] [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: 03/10/2023] [Revised: 05/21/2023] [Accepted: 06/09/2023] [Indexed: 07/01/2023]
Abstract
Marine cultured fish often suffer from Cryptocaryon irritans infection, which causes enormous mortality. C. irritans is resistant to oxidative damage induced by zinc. To develop an effective drug to control the parasite, a putative thioredoxin glutathione reductase (CiTGR) from C. irritans was cloned and characterized. CiTGR was designed as a target to screen for inhibitors by molecular docking. The selected inhibitors were tested both in vitro and in vivo. The results showed that CiTGR is located in the nucleus of the parasite, possesses a common pyridine-oxidoreductases redox active center, and lacks a glutaredoxin active site. Recombinant CiTGR exhibited high TrxR activity but low glutathione reductase activity. Shogaol was found to significantly suppress TrxR activity and enhance toxicity of zinc on C. irritans (P < 0.05). The abundance of C. irritans on the fish body decreased significantly after oral administration of shogaol (P < 0.05). These results implied that CiTGR could be used to screen for drugs that weaken the resistance of C. irritans to oxidative stress, which is critical for controlling the parasite in fish. This paper deepens the understanding of the interaction between ciliated parasites and oxidative stress.
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Affiliation(s)
- Zhihong Zhong
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Han Li
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Zhicheng Li
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Jizhen Cao
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Chenxi Wang
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Zhi Luo
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Baotun Wang
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Jingyu Zhuang
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Qing Han
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China
| | - Anxing Li
- State Key Laboratory of Biocontrol/Guangdong Provincial Key Laboratory of Improved Variety Reproduction in Aquatic Economic Animals and Institute of Aquatic Economic Animals, School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, Guangdong Province, PR China.
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Narvaez P, Morais RA, Vaughan DB, Grutter AS, Hutson KS. Cleaner fish are potential super-spreaders. J Exp Biol 2022; 225:276034. [PMID: 35855672 DOI: 10.1242/jeb.244469] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/05/2022] [Indexed: 11/20/2022]
Abstract
Cleaning symbiosis is critical for maintaining healthy biological communities in tropical marine ecosystems. However, potential negative impacts of mutualism, such as the transmission of pathogens and parasites during cleaning interactions, have rarely been evaluated. Here, we investigated whether the dedicated bluestreak cleaner wrasse Labroides dimidiatus, is susceptible to, and can transmit generalist ectoparasites between client fish. In laboratory experiments, L. dimidiatus were exposed to infective stages of three generalist ectoparasite species with contrasting life-histories. Labroides dimidiatus were susceptible to infection by the gnathiid isopod, Gnathia aureamaculosa, but significantly less susceptible to the ciliate protozoan, Cryptocaryon irritans, and the monogenean flatworm, Neobenedenia girellae, compared to control host species (Coris batuensis or Lates calcarifer). The potential for parasite transmission from a client fish to the cleaner fish was simulated using experimentally transplanted mobile adult (i.e., egg-producing) monogenean flatworms on L. dimidiatus. Parasites remained attached to cleaners for an average of two days, during which parasite egg production continued, but was reduced compared to control fish. Over this timespan, a wild cleaner may engage in several thousand cleaning interactions, providing numerous opportunities for mobile parasites to exploit cleaners as vectors. Our study provides the first experimental evidence that L. dimidiatus exhibits resistance to infective stages of some parasites yet has the potential to temporarily transport adult parasites. We propose that some parasites that evade being eaten by cleaner fish could exploit cleaning interactions as a mechanism for transmission and spread.
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Affiliation(s)
- Pauline Narvaez
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, 1 James Cook Drive, 5 Townsville, Queensland 4810, Australia.,College of Science and Engineering, James Cook University, 1 James Cook Drive, Townsville, Queensland 4810, Australia.,Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, 1 James Cook Drive, Townsville, Queensland 4810, Australia
| | - Renato A Morais
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, 1 James Cook Drive, 5 Townsville, Queensland 4810, Australia.,College of Science and Engineering, James Cook University, 1 James Cook Drive, Townsville, Queensland 4810, Australia
| | - David B Vaughan
- School of Access Education, Central Queensland University, 554-700 Yaamba Road, Rockhampton, Queensland 4701, Australia.,Coastal Marine Ecosystems Research Centre, Central Queensland University, 554-700 Yaamba Road, Rockhampton, Queensland 4701, Australia
| | - Alexandra S Grutter
- School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia
| | - Kate S Hutson
- College of Science and Engineering, James Cook University, 1 James Cook Drive, Townsville, Queensland 4810, Australia.,Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, 1 James Cook Drive, Townsville, Queensland 4810, Australia.,Cawthron Institute, 98 Halifax Street East, Nelson 7010, New Zealand
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5
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Kim DY, Shinde SK, Kadam AA, Saratale RG, Saratale GD, Kumar M, Syed A, Bahkali AH, Ghodake GS. Advantage of Species Diversification to Facilitate Sustainable Development of Aquaculture Sector. BIOLOGY 2022; 11:368. [PMID: 35336742 PMCID: PMC8945328 DOI: 10.3390/biology11030368] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 02/13/2022] [Accepted: 02/24/2022] [Indexed: 12/11/2022]
Abstract
Intensified agrochemical-based monoculture systems worldwide are under adoption to meet the challenge of human population growth and the ever-growing global demand for food. However, this path has been opposed and criticized because it involves overexploitation of land, monoculture of few species, excessive input of agrochemicals, and adverse impacts on human health and the environment. The wide diversity among polyculture systems practiced across the globe has created confusion over the priority of a single strategy towards sustainable aquaculture development and safer products. Herein, we highlight the significance of polyculture and integrated aquaculture practices in conveying the successful transition of the aquaculture industry towards sustainable development. So far, the established thought is that the precise selection of aquatic species and a focus on compatible and complementary species combinations are supposed to facilitate rapid progress in food production with more profitability and sustainability. Therefore, the advantages of species diversification are discussed from an ecological perspective to enforce aquaculture expansion. This account asserts that a diverse range of aquaculture practices can promote synergies among farmed species, enhance system resilience, enable conservation, decrease ecological footprints, and provide social benefits such as diversified income and local food security.
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Affiliation(s)
- Dae-Young Kim
- Department of Biological and Environmental Science, College of Life Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea; (D.-Y.K.); (S.K.S.)
| | - Surendra Krushna Shinde
- Department of Biological and Environmental Science, College of Life Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea; (D.-Y.K.); (S.K.S.)
| | - Avinash Ashok Kadam
- Research Institute of Biotechnology and Medical Converged Science, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea; (A.A.K.); (R.G.S.)
| | - Rijuta Ganesh Saratale
- Research Institute of Biotechnology and Medical Converged Science, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea; (A.A.K.); (R.G.S.)
| | - Ganesh Dattatraya Saratale
- Department of Food Science and Biotechnology, College of Life Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea;
| | - Manu Kumar
- Department of Life Science, College of Life Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea;
| | - Asad Syed
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (A.S.); (A.H.B.)
| | - Ali H. Bahkali
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (A.S.); (A.H.B.)
| | - Gajanan Sampatrao Ghodake
- Department of Biological and Environmental Science, College of Life Science and Biotechnology, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang-si 10326, Gyeonggi-do, Korea; (D.-Y.K.); (S.K.S.)
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6
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Mechanisms by which predators mediate host-parasite interactions in aquatic systems. Trends Parasitol 2021; 37:890-906. [PMID: 34281798 DOI: 10.1016/j.pt.2021.06.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 06/21/2021] [Accepted: 06/28/2021] [Indexed: 02/08/2023]
Abstract
It is often assumed that predators reduce disease prevalence and transmission by lowering prey population density and/or by selectively feeding on infected individuals. However, recent studies, many of which come from aquatic systems, suggest numerous alternative mechanisms by which predators can influence disease dynamics in their prey. Here, we review the mechanisms by which predators can mediate host-parasite interactions in aquatic prey. We highlight how life histories of aquatic hosts and parasites influence transmission pathways and describe how such pathways intersect with predation to shape disease dynamics. We also provide recommendations for future studies; experiments that account for multiple effects of predators on host-parasite interactions, and that examine how predator-host-parasite interactions shift under changing environmental conditions, are particularly needed.
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Hidayati NV, Syakti AD, Asia L, Lebarillier S, Khabouchi I, Widowati I, Sabdono A, Piram A, Doumenq P. Emerging contaminants detected in aquaculture sites in Java, Indonesia. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 773:145057. [PMID: 33592457 DOI: 10.1016/j.scitotenv.2021.145057] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 01/04/2021] [Accepted: 01/05/2021] [Indexed: 06/12/2023]
Abstract
Pharmaceuticals of emerging concern (acetaminophen (ACM), trimethoprim (TMP), oxytetracycline (OTC), and sulfamethoxazole (SMX)) were detected in water samples from aquaculture environments and nonaquaculture sites in four regions located on the northern coast of Central Java. ACM was the most prevalent pharmaceutical, with a mean concentration ranging from not detected (n.d.) to 5.5 ± 1.9 ngL-1 (Brebes). Among the target antibiotics (TMP, OTC, SMX), OTC was the most ubiquitous, with a mean concentration varying from n.d. to 8.0 ± 3.3 ngL-1. Correlation analysis demonstrated that there was a significant correlation between TMP and SMX concentrations. Based on ecological risk assessment evaluation, the use of OTC requires serious consideration, as it presented high health risks to algae, while ACM, TMP, and SMX posed an insignificant to moderate risk to algae, invertebrates, and fish. The findings obtained from this study highlight OTC as an emerging contaminant of prominent concern. More attention needs to be given to managing and planning for the sustainable management of shrimp farms, particularly in the northern part of Central Java.
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Affiliation(s)
- Nuning Vita Hidayati
- Aix Marseille Univ, CNRS, LCE, Marseille, France; Fisheries and Marine Science Faculty - Jenderal Soedirman University, Kampus Karangwangkal, Jl. dr. Suparno, Purwokerto 53123, Indonesia; Faculty of Fisheries and Marine Sciences, Universitas Diponegoro, Jl. Prof. Soedharto, SH, Tembalang, Semarang 50275, Indonesia; Center for Maritime Biosciences Studies - Institute for Sciences and Community Service, Jenderal Soedirman University, Kampus Karangwangkal, Jl. dr. Suparno, Purwokerto 53123, Indonesia
| | - Agung Dhamar Syakti
- Center for Maritime Biosciences Studies - Institute for Sciences and Community Service, Jenderal Soedirman University, Kampus Karangwangkal, Jl. dr. Suparno, Purwokerto 53123, Indonesia; Marine Science and Fisheries Faculty - Raja Ali Haji Maritime University, Jl. Politeknik Senggarang-Tanjungpinang, Riau Islands Province 29100, Indonesia.
| | | | | | | | - Ita Widowati
- Faculty of Fisheries and Marine Sciences, Universitas Diponegoro, Jl. Prof. Soedharto, SH, Tembalang, Semarang 50275, Indonesia
| | - Agus Sabdono
- Faculty of Fisheries and Marine Sciences, Universitas Diponegoro, Jl. Prof. Soedharto, SH, Tembalang, Semarang 50275, Indonesia
| | - Anne Piram
- Aix Marseille Univ, CNRS, LCE, Marseille, France
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Lopes BDM, Silva LCB, Blanquet IM, Georgieva P, Marques CAF. Prediction of fish mortality based on a probabilistic anomaly detection approach for recirculating aquaculture system facilities. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2021; 92:025119. [PMID: 33648149 DOI: 10.1063/5.0045047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 01/31/2021] [Indexed: 06/12/2023]
Abstract
Aquaculture is a fundamental sector of the food industry nowadays. However, to become a sustainable and more profitable industry, it is necessary to monitor several associated parameters, such as temperature, salinity, ammonia, potential of hydrogen, nitrogen dioxide, bromine, among others. Their regular and simultaneous monitoring is expected to predict and avoid catastrophes, such as abnormal fish mortality rates. In this paper, we propose a novel anomaly detection approach for the early prediction of high fish mortality based on a multivariate Gaussian probability model. The goal of this approach is to determine the correlation between the number of daily registered physicochemical parameters of the fish tank water and the fish mortality. The proposed machine learning model was fitted with data from the weaning and pre-fattening phases of Senegalese sole (Solea senegalensis) collected over 2018, 2019, and 2020. This approach is suitable for real-time tracking and successful prediction of up to 80% of the high fish mortality rates. To the best of our knowledge, the proposed anomaly detection approach is the first time studied and applied in the framework of the aquaculture industry.
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Affiliation(s)
- Bruna D M Lopes
- Physics Department and i3N, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Luís C B Silva
- Department of Electrical Engineering, Federal University of Espírito Santo, 29075-910 Vitória, Brazil
| | | | - Pétia Georgieva
- Electronics, Telecomunication and Informatics Department, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Carlos A F Marques
- Physics Department and i3N, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
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9
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Thomas M, Pasquet A, Aubin J, Nahon S, Lecocq T. When more is more: taking advantage of species diversity to move towards sustainable aquaculture. Biol Rev Camb Philos Soc 2020; 96:767-784. [PMID: 33320418 DOI: 10.1111/brv.12677] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 11/25/2020] [Accepted: 11/30/2020] [Indexed: 12/11/2022]
Abstract
Human population growth has increased demand for food products, which is expected to double in coming decades. Until recently, this demand has been met by expanding agricultural area and intensifying agrochemical-based monoculture of a few species. However, this development pathway has been criticised due to its negative impacts on the environment and other human activities. Therefore, new production practices are needed to meet human food requirements sustainably in the future. Herein, we assert that polyculture practices can ensure the transition of aquaculture towards sustainable development. We review traditional and recent polyculture practices (ponds, recirculated aquaculture systems, integrated multi-trophic aquaculture, aquaponics, integrated agriculture-aquaculture) to highlight how they improve aquaculture through the coexistence and interactions of species. This overview highlights the importance of species compatibility (i.e. species that can live in the same farming environment without detrimental interactions) and complementarity (i.e. complementary use of available resources and/or commensalism/mutualism) to achieve efficient and ethical aquaculture. Overall, polyculture combines aspects of productivity, environmental protection, resource sharing, and animal welfare. However, several challenges must be addressed to facilitate polyculture development across the world. We developed a four-step conceptual framework for designing innovative polyculture systems. This framework highlights the importance of (i) using prospective approaches to consider which species to combine, (ii) performing integrated assessment of rearing environments to determine in which farming system a particular combination of species is the most relevant, (iii) developing new tools and strategies to facilitate polyculture system management, and (iv) implementing polyculture innovation for relevant stakeholders involved in aquaculture transitions.
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Affiliation(s)
- Marielle Thomas
- University of Lorraine, INRAE, URAFPA, Research Unit Animal and Functionalities of Animal Products, University of Lorraine - INRAE, 2 Avenue de la Forêt de Haye, BP 172, 54505, Vandœuvre-lès-Nancy, France
| | - Alain Pasquet
- University of Lorraine, INRAE, URAFPA, Research Unit Animal and Functionalities of Animal Products, University of Lorraine - INRAE, 2 Avenue de la Forêt de Haye, BP 172, 54505, Vandœuvre-lès-Nancy, France
| | - Joël Aubin
- UMR SAS, INRAE, Institut Agro, 35000, Rennes, France
| | - Sarah Nahon
- INRAE, Université de Pau et des Pays de l'Adour, E2S UPPA, UMR 1419, Nutrition, Métabolisme, Aquaculture, F-64310, Saint Pée sur Nivelle, France
| | - Thomas Lecocq
- University of Lorraine, INRAE, URAFPA, Research Unit Animal and Functionalities of Animal Products, University of Lorraine - INRAE, 2 Avenue de la Forêt de Haye, BP 172, 54505, Vandœuvre-lès-Nancy, France
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Huston DC, Ogawa K, Shirakashi S, Nowak BF. Metazoan Parasite Life Cycles: Significance for Fish Mariculture. Trends Parasitol 2020; 36:1002-1012. [DOI: 10.1016/j.pt.2020.07.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 07/08/2020] [Accepted: 07/18/2020] [Indexed: 02/06/2023]
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Shi W, Liu F, Liu A, Huang H, Lin Q, Zeng C, Ye H. Roles of gonad-inhibiting hormone in the protandric simultaneous hermaphrodite peppermint shrimp†. Biol Reprod 2020; 103:817-827. [PMID: 32582944 DOI: 10.1093/biolre/ioaa111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 06/06/2020] [Accepted: 06/19/2020] [Indexed: 11/14/2022] Open
Abstract
To date, the molecular mechanisms of the unique gonadal development mode known as protandric simultaneous hermaphroditism (PSH) are unclear in crustaceans. In this study, cDNA of a gonad-inhibiting hormone (Lv-GIH1) was isolated from the PSH peppermint shrimp Lysmata vittata, and its expression was exclusively found in the eyestalk ganglion. Real-time quantitative polymerase chain reaction (qRT-PCR) revealed that the expression of Lv-GIH1 increased during gonadal development of the functional male stages but decreased significantly at subsequent simultaneous hermaphroditism stage. Further in vitro experiment showed that recombinant GIH1 protein (rGIH1) effectively inhibited Vg expression in the cultured hepatopancreas tissues while the short-term injection of GIH1-dsRNA resulted in reduced expression of Lv-GIH1 and upregulated expression of Vg in the hepatopancreas. Moreover, long-term rGIH1 injection led to significantly reduced expression of Lv-Vg, Lv-VgR, and Lv-CFSH1, subdued growth of oocytes, and feathery setae as a secondary sexual characteristic in females. Interestingly, while germ cells in testicular part were suppressed by rGIH1 injection, the expression of Lv-IAGs showed no significant difference; and long-term GIH1-dsRNA injection results were contrary to those of rGIH1 injection. Taken together, the results of this study indicate that Lv-GIH1 is involved in gonadal development and might also participate in controlling secondary sexual characteristic development in L. vittata by inhibiting Lv-CFSH1 expression.
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Affiliation(s)
- Wenyuan Shi
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, People's Republic of China
| | - Fang Liu
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, People's Republic of China
| | - An Liu
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, People's Republic of China
| | - Huiyang Huang
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, People's Republic of China
| | - Qi Lin
- Fisheries Research Institute of Fujian, Xiamen, People's Republic of China
| | - Chaoshu Zeng
- College of Science & Engineering, James Cook University, Townsville, Queensland, Australia
| | - Haihui Ye
- College of Ocean and Earth Sciences, Xiamen University, Xiamen, People's Republic of China
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Hutson KS, Cable J, Grutter AS, Paziewska-Harris A, Barber I. Aquatic Parasite Cultures and Their Applications. Trends Parasitol 2018; 34:1082-1096. [PMID: 30473011 DOI: 10.1016/j.pt.2018.09.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/19/2018] [Accepted: 09/24/2018] [Indexed: 12/17/2022]
Abstract
In this era of unprecedented growth in aquaculture and trade, aquatic parasite cultures are essential to better understand emerging diseases and their implications for human and animal health. Yet culturing parasites presents multiple challenges, arising from their complex, often multihost life cycles, multiple developmental stages, variable generation times and reproductive modes. Furthermore, the essential environmental requirements of most parasites remain enigmatic. Despite these inherent difficulties, in vivo and in vitro cultures are being developed for a small but growing number of aquatic pathogens. Expanding this resource will facilitate diagnostic capabilities and treatment trials, thus supporting the growth of sustainable aquatic commodities and communities.
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Affiliation(s)
- Kate S Hutson
- College of Science and Engineering, James Cook University, Townsville, QLD 4811, Australia.
| | - Joanne Cable
- School of Biosciences, Cardiff University, Cardiff, CF10 3AX, UK
| | - Alexandra S Grutter
- School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia
| | | | - Iain Barber
- School of Animal, Rural and Environmental Sciences, College of Science and Technology, Nottingham Trent University, NG25 0QF, UK
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