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Barragán-Hernández W, López-Campos Ó, Aalhus JL, Prieto N. Using machine-learning approaches to investigate the volatile-compound fingerprint of fishy off-flavour from beef with enhanced healthful fatty acids. Meat Sci 2024; 218:109643. [PMID: 39217803 DOI: 10.1016/j.meatsci.2024.109643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 06/24/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024]
Abstract
Machine learning classification approaches were used to discriminate a fishy off-flavour identified in beef with health-enhanced fatty acid profiles. The random forest approach outperformed (P < 0.001; receiver operating characteristic curve: 99.8 %, sensitivity: 99.9 % and specificity: 93.7 %) the logistic regression, partial least-squares discrimination analysis and the support vector machine (linear and radial) approaches, correctly classifying 100 % and 82 % of the fishy and non-fishy meat samples, respectively. The random forest algorithm identified 20 volatile compounds responsible for the discrimination of fishy from non-fishy meat samples. Among those, seven volatile compounds (pentadecane, octadecane, γ-dodecalactone, dodecanal, (E,E)-2,4-heptadienal, 2-heptanone, and ethylbenzene) were selected as significant contributors to the fishy off-flavour fingerprint, all being related to lipid oxidation. This fishy off-flavour fingerprint could facilitate the rapid monitoring of beef with enhanced healthy fatty acids to avoid consumer dissatisfaction due to fishy off-flavour.
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Affiliation(s)
- W Barragán-Hernández
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), El Nus Research Centre, San Roque, Antioquia, Colombia
| | - Ó López-Campos
- Lacombe Research and Development Centre, Agriculture and Agri-Food Canada, 6000 C&E Trail, Lacombe, Alberta T4L 1W1, Canada
| | - J L Aalhus
- Lacombe Research and Development Centre, Agriculture and Agri-Food Canada, 6000 C&E Trail, Lacombe, Alberta T4L 1W1, Canada
| | - N Prieto
- Lacombe Research and Development Centre, Agriculture and Agri-Food Canada, 6000 C&E Trail, Lacombe, Alberta T4L 1W1, Canada.
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Xu H, Wu T, Budhathoki M, Fang DS, Zhang W, Wang X. Consumption Patterns and Willingness to Pay for Sustainable Aquatic Food in China. Foods 2024; 13:2435. [PMID: 39123626 PMCID: PMC11312269 DOI: 10.3390/foods13152435] [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: 07/14/2024] [Revised: 07/28/2024] [Accepted: 07/28/2024] [Indexed: 08/12/2024] Open
Abstract
China, as the world's largest producer, trader, and consumer of aquatic foods, lacks comprehensive research on consumption patterns and willingness to pay for sustainable aquatic food. This study addressed this gap through an online survey of 3403 participants across Chinese provinces. A majority of consumers (34.7% of the participants) consume aquatic food twice or more per week, mainly from traditional markets (26%). Most prefer fresh or live products (76%), with 42% seeing no difference between farmed and wild options. Consumption is higher among older, affluent, urban, and coastal residents. Crustaceans, especially shrimp, are frequently consumed species, with growing interest in luxury species like salmon and abalone. Taste and quality emerge as the primary factors motivating consumer choices in aquatic food purchases. Food safety is the primary concern, followed by environmental impact. Notably, 92.4% of participants would pay extra for certified products. Factors influencing a higher willingness to pay include higher income, inland residence, price sensitivity, origin consciousness, and concerns about food safety and the environment. The findings highlight that China's aquatic food industry and consumption can become more sustainable by aligning with consumer preferences for high-quality and diverse aquatic food through both production and import, while also addressing concerns related to food safety and environmental impact. This research provides valuable insights into China's rapidly transforming aquatic food market landscape, offering implications for industry innovation and the promotion of sustainable consumption patterns.
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Affiliation(s)
- Hao Xu
- China-ASEAN “The Belt and Road” Joint Laboratory of Mariculture Technology, Shanghai Ocean University, Shanghai 201306, China; (H.X.); (T.W.)
- Centre for Research on Environmental Ecology and Fish Nutrition of the Ministry of Agriculture, Shanghai Ocean University, Shanghai 201306, China
- Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Tianqi Wu
- China-ASEAN “The Belt and Road” Joint Laboratory of Mariculture Technology, Shanghai Ocean University, Shanghai 201306, China; (H.X.); (T.W.)
- Centre for Research on Environmental Ecology and Fish Nutrition of the Ministry of Agriculture, Shanghai Ocean University, Shanghai 201306, China
- Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Mausam Budhathoki
- Institute of Aquaculture, University of Stirling, Stirling FK9 4LA, UK;
- Department of Food Science, University of Copenhagen, Rolighedsvej 26, 1958 Frederiksberg, Denmark
| | - Dingxi Safari Fang
- Emmett Interdisciplinary Program in Environment and Resource, Stanford University, Stanford, CA 94305, USA
| | - Wenbo Zhang
- China-ASEAN “The Belt and Road” Joint Laboratory of Mariculture Technology, Shanghai Ocean University, Shanghai 201306, China; (H.X.); (T.W.)
- Centre for Research on Environmental Ecology and Fish Nutrition of the Ministry of Agriculture, Shanghai Ocean University, Shanghai 201306, China
- Shanghai Engineering Research Center of Aquaculture, Shanghai Ocean University, Shanghai 201306, China
| | - Xin Wang
- Best Aquaculture Practices (BAP), Global Seafood Alliance (GSA), Portsmouth, NH 03801, USA
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Reeder NK, Reneker JC. Food insecurity is associated with metabolic syndrome among US adults: NHANES 2005-2016. Nutr Res 2024; 126:159-166. [PMID: 38718433 PMCID: PMC11179963 DOI: 10.1016/j.nutres.2024.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 03/24/2024] [Accepted: 03/31/2024] [Indexed: 06/16/2024]
Abstract
The primary objective of this study was to examine the association between food security status and metabolic syndrome (MetS) using a nationally representative dataset. We hypothesized that food insecurity would be associated with an increased odds of having MetS. This was a cross-sectional analysis of data from the 2005-2006 to 2015-2016 National Health and Nutrition Examination Survey data collection cycles. Food security was measured using the US Food Security Survey Module. Presence of MetS was determined using the National Cholesterol Education Program Adult Treatment Panel III criteria. The association between food insecurity and MetS was examined using logistic regression models stratified by sex and adjusted for poverty to income ratio, age, race, marital status, educational attainment, smoking status, and body mass index. After adjusting for covariates, men with marginal (odds ratio, 1.64; 95% confidence interval [CI], 1.22-2.20) and low (odds ratio, 1.33; 95% CI, 1.02-1.73) food security had a higher odds of having MetS than men with full food security; however, this association was lost among men with very low food security. For women, very low food security was associated with a 1.61 times greater odds of having MetS (95% CI, 1.16-2.25). These results suggest that food insecurity is generally associated with an increased prevalence of MetS for women, but not necessarily for men. These findings highlight the need to address rising food insecurity rates, while also highlighting the need for further research to fully elucidate the role of gender and sex in food insecurity and chronic disease.
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Affiliation(s)
- Nicole K Reeder
- Department of Food Science, Nutrition, and Health Promotion, Mississippi State University, Mississippi State, Mississippi, USA.
| | - Jennifer C Reneker
- Department of Population Health Sciences, University of Mississippi Medical Center, Jackson, Mississippi, USA
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Fogelholm M, Vepsäläinen H, Meinilä J, McRae C, Saarijärvi H, Erkkola M, Nevalainen J. The dynamics in food selection stemming from price awareness and perceived income adequacy: a cross-sectional study using 1-year loyalty card data. Am J Clin Nutr 2024; 119:1346-1353. [PMID: 38458401 PMCID: PMC11130695 DOI: 10.1016/j.ajcnut.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 02/07/2024] [Accepted: 03/04/2024] [Indexed: 03/10/2024] Open
Abstract
BACKGROUND Higher cost of healthy foods may explain unhealthy dietary patterns in lower-income households. Unfortunately, combining food selection and nutrient intake data to price and expenditure is challenging. Food retailer's customer loyalty card data, linked to nutrient composition database, is a novel method for simultaneous exploration of food purchases, price, and nutrition. OBJECTIVES We studied the associations between perceived income adequacy (PIA) as a grouping variable with price (per kilogram or megajoule) and the volume of purchases (percentage of expenditure or energy) simultaneously as outcome variables for 17 most purchased food groups. METHODS We used 1-year (2018) loyalty card data from the largest grocery chain in Finland. Participants were 28,783 loyalty cardholders who made ≥41% of food purchases from the retailer and answered an online questionnaire at the midpoint of data collection. The 5-level PIA described the perceived financial situation in the household. Energy and nutrient content of foods purchased were from the Finnish Food Composition Database Fineli. We calculated the Nutrient Rich Food Index per 100 g food using 11 nutrients. Trends in prices and expenditures between PIA levels were analyzed using 2-sided Jonckheere-Terpstra tests, with false discovery rate control (Benjamini-Hochberg method) and confounder adjustments (inverse probability weighting). RESULTS Lower PIA participants selected cheaper foods per kilogram and megajoule within most food groups. They also favored unhealthy food groups cheap in energy [<1 € (USD 1.18)/MJ]. Despite lower purchase price, the expenditure (%) among lower PIA was higher on alcohol, snacks, sugar-sweetened beverages, and sweets and chocolates. CONCLUSIONS Participants with lower PIA showed stronger price awareness. It is crucial to consider the pricing of competing alternative food groups, when steering toward environmentally sustainable and healthier food purchases. Package labeling might also direct the selection of healthier choices among the less expensive items within a food group.
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Affiliation(s)
- Mikael Fogelholm
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.
| | - Henna Vepsäläinen
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Jelena Meinilä
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Cameron McRae
- Desautels Faculty of Management, McGill University, Montreal, Canada; McGill Centre for the Convergence of Health and Economics, McGill University, Montreal, Canada
| | - Hannu Saarijärvi
- Faculty of Management and Business, Tampere University, Tampere, Finland
| | - Maijaliisa Erkkola
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Jaakko Nevalainen
- Faculty of Social Sciences, Unit of Health Sciences, Tampere University, Tampere, Finland
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Xia S, Takakura J, Tsuchiya K, Park C, Heneghan RF, Takahashi K. Unlocking the potential of forage fish to reduce the global burden of disease. BMJ Glob Health 2024; 9:e013511. [PMID: 38594079 PMCID: PMC11146385 DOI: 10.1136/bmjgh-2023-013511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/14/2024] [Indexed: 04/11/2024] Open
Abstract
Red meat consumption is associated with an elevated risk of mortality from non-communicable diseases (NCDs). In contrast, forage fish, as highly nutritious, environmentally friendly, affordable, and the most abundant fish species in the ocean, are receiving increasing interest from a global food system perspective. However, little research has examined the impact of replacing red meat with forage fish in the global diet on diet-related NCDs. METHODS We based our study on datasets of red meat projections in 2050 for 137 countries and forage fish catches. We replaced the red meat consumption in each country with forage fish (from marine habitats), without exceeding the potential supply of forage fish. We used a comparative risk assessment framework to investigate how such substitutions could reduce the global burden of diet-related NCDs in adults. RESULTS The results of our study show that forage fish may replace only a fraction (approximately 8%) of the world's red meat due to its limited supply, but it may increase global daily per capita fish consumption close to the recommended level. Such a substitution could avoid 0.5-0.75 million deaths and 8-15 million disability-adjusted life years, concentrated in low- and middle-income countries. Forage fish as an alternative to red meat could double (or more) the number of deaths that could be avoided by simply reducing red meat consumption. CONCLUSIONS Our analysis suggests that forage fish is a promising alternative to red meat. Policies targeting the allocation of forage fish to regions where they are needed, such as the Global South, could be more effective in maximising the potential of forage fish to reduce the global burden of disease.
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Affiliation(s)
- Shujuan Xia
- National Institute for Environmental Studies, Tsukuba, Japan
| | - Jun'ya Takakura
- National Institute for Environmental Studies, Tsukuba, Japan
| | | | - Chaeyeon Park
- National Institute for Environmental Studies, Tsukuba, Japan
- National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Ryan F Heneghan
- Queensland University of Technology, Brisbane, Queensland, Australia
- Technology and Engineering, University of the Sunshine Coast, Sippy Downs, Queensland, Australia
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Willer DF, Newton R, Malcorps W, Kok B, Little D, Lofstedt A, de Roos B, Robinson JPW. Wild fish consumption can balance nutrient retention in farmed fish. NATURE FOOD 2024; 5:221-229. [PMID: 38509235 DOI: 10.1038/s43016-024-00932-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 02/06/2024] [Indexed: 03/22/2024]
Abstract
Wild fish used as aquafeeds could be redirected towards human consumption to support sustainable marine resource use. Here we use mass-balance fish-in/fish-out ratio approaches to assess nutrient retention in salmon farming and identify scenarios that provide more nutrient-rich food to people. Using data on Norway's salmon farms, our study revealed that six of nine dietary nutrients had higher yields in wild fish used for feeds, such as anchovies and mackerel, than in farmed salmon production. Reallocating one-third of food-grade wild feed fish towards direct human consumption would increase seafood production, while also retaining by-products for use as aquafeeds, thus maximizing nutrient utilization of marine resources.
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Affiliation(s)
- David F Willer
- Department of Zoology, University of Cambridge, Cambridge, UK.
| | - Richard Newton
- Institute of Aquaculture, Faculty of Natural Science, University of Stirling, Stirling, UK
| | - Wesley Malcorps
- Institute of Aquaculture, Faculty of Natural Science, University of Stirling, Stirling, UK
| | - Bjorn Kok
- Institute of Aquaculture, Faculty of Natural Science, University of Stirling, Stirling, UK
| | - David Little
- Institute of Aquaculture, Faculty of Natural Science, University of Stirling, Stirling, UK
| | | | - Baukje de Roos
- The Rowett Institute, University of Aberdeen, Aberdeen, UK
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Love DC, Asche F, Fry J, Nguyen L, Gephart J, Garlock TM, Jenkins LD, Anderson JL, Brown M, Viglia S, Nussbaumer EM, Neff R. Aquatic food loss and waste rate in the United States is half of earlier estimates. NATURE FOOD 2023; 4:1058-1069. [PMID: 38093119 PMCID: PMC10727981 DOI: 10.1038/s43016-023-00881-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 10/27/2023] [Indexed: 12/20/2023]
Abstract
Food loss and waste (FLW) is a major challenge to food system sustainability, including aquatic foods. We investigated aquatic FLW in the food supply of the United States, the largest importer of aquatic food globally, using primary and secondary data and life cycle methodology. We show that there are significant differences in FLW among species, production technology, origin and stage of supply chain. We estimate total aquatic FLW was 22.7%, which is 43-55% lower than earlier estimates reported in the literature, illustrating the importance of applying a disaggregated approach. Production losses associated with imported food contribute over a quarter of total FLW, and addressing these losses requires multinational efforts to implement interventions along the supply chain. These findings inform prioritization of solutions-including areas of need for innovations, government incentives, policy change, infrastructure and equity.
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Affiliation(s)
- David C Love
- Johns Hopkins Center for a Livable Future, Johns Hopkins University, Baltimore, MD, USA.
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Frank Asche
- School of Forest, Fisheries and Geomatics Sciences, University of Florida, Gainesville, FL, USA
- Department of Safety, Economics and Planning, University of Stavanger, Stavanger, Norway
| | - Jillian Fry
- Department of Health Sciences, College of Health Professions, Towson University, Towson, MD, USA
| | - Ly Nguyen
- Food and Resource Economics Department, University of Florida, Gainesville, FL, USA
| | - Jessica Gephart
- Department of Environmental Science, American University, Washington, DC, USA
| | - Taryn M Garlock
- School of Forest, Fisheries and Geomatics Sciences, University of Florida, Gainesville, FL, USA
- School of Fisheries, Aquaculture, and Aquatic Sciences, Auburn University, Auburn, AL, USA
| | - Lekelia D Jenkins
- School for the Future of Innovation in Society, Arizona State University, Tempe, AZ, USA
| | - James L Anderson
- Center for Environmental Policy, University of Florida, Gainesville, FL, USA
| | - Mark Brown
- Center for Environmental Policy, University of Florida, Gainesville, FL, USA
| | - Silvio Viglia
- Center for Environmental Policy, University of Florida, Gainesville, FL, USA
- ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Casaccia Research Centre, Rome, Italy
| | - Elizabeth M Nussbaumer
- Johns Hopkins Center for a Livable Future, Johns Hopkins University, Baltimore, MD, USA
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Roni Neff
- Johns Hopkins Center for a Livable Future, Johns Hopkins University, Baltimore, MD, USA
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Baltimore, MD, USA
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Rodriguez D, Lavie CJ, Elagizi A, Milani RV. Update on Omega-3 Polyunsaturated Fatty Acids on Cardiovascular Health. Nutrients 2022; 14:nu14235146. [PMID: 36501174 PMCID: PMC9739673 DOI: 10.3390/nu14235146] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/30/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
Twenty percent of deaths in the United States are secondary to cardiovascular diseases (CVD). In patients with hyperlipidemia and hypertriglyceridemia, studies have shown high atherosclerotic CVD (ASCVD) event rates despite the use of statins. Given the association of high triglyceride (TG) levels with elevated cholesterol and low levels of high-density lipoprotein cholesterol, the American Heart Association (AHA)/American College of Cardiology (ACC) cholesterol guidelines recommend using elevated TGs as a "risk-enhancing factor" for ASCVD and using omega 3 fatty acids (Ω3FAs) for patients with persistently elevated severe hypertriglyceridemia. Ω3FA, or fish oils (FOs), have been shown to reduce very high TG levels, hospitalizations, and CVD mortality in randomized controlled trials (RCTs). We have published the largest meta-analysis to date demonstrating significant effects on several CVD outcomes, especially fatal myocardial infarctions (MIs) and total MIs. Despite the most intensive research on Ω3FAs on CVD, their benefits have been demonstrated to cluster across multiple systems and pathologies, including autoimmune diseases, infectious diseases, chronic kidney disease, central nervous system diseases, and, most recently, the COVID-19 pandemic. A review and summary of the controversies surrounding Ω3FAs, some of the latest evidence-based findings, and the current and most updated recommendations on Ω3FAs are presented in this paper.
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Robinson JPW, Mills DJ, Asiedu GA, Byrd K, Mancha Cisneros MDM, Cohen PJ, Fiorella KJ, Graham NAJ, MacNeil MA, Maire E, Mbaru EK, Nico G, Omukoto JO, Simmance F, Hicks CC. Small pelagic fish supply abundant and affordable micronutrients to low- and middle-income countries. NATURE FOOD 2022; 3:1075-1084. [PMID: 37118295 DOI: 10.1038/s43016-022-00643-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 10/20/2022] [Indexed: 04/30/2023]
Abstract
Wild-caught fish provide an irreplaceable source of essential nutrients in food-insecure places. Fishers catch thousands of species, yet the diversity of aquatic foods is often categorized homogeneously as 'fish', obscuring an understanding of which species supply affordable, nutritious and abundant food. Here, we use catch, economic and nutrient data on 2,348 species to identify the most affordable and nutritious fish in 39 low- and middle-income countries. We find that a 100 g portion of fish cost between 10 and 30% of the cheapest daily diet, with small pelagic fish (herring, sardine, anchovy) being the cheapest nutritious fish in 72% of countries. In sub-Saharan Africa, where nutrient deficiencies are rising, <20% of small pelagic catch would meet recommended dietary fish intakes for all children (6 months to 4 years old) living near to water bodies. Nutrition-sensitive policies that ensure local supplies and promote consumption of wild-caught fish could help address nutrient deficiencies in vulnerable populations.
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Affiliation(s)
| | - David J Mills
- WorldFish, Jalan Batu Maung, Batu Maung, Bayan Lepas, Malaysia
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Australia
| | | | - Kendra Byrd
- WorldFish, Jalan Batu Maung, Batu Maung, Bayan Lepas, Malaysia
- Natural Resources Institute, University of Greenwich, Chatham, UK
| | - Maria Del Mar Mancha Cisneros
- Nicholas School of the Environment, Duke University, Durham, NC, USA
- Scripps Institution of Oceanography, University of California, San Diego, CA, USA
| | - Philippa J Cohen
- WorldFish, Jalan Batu Maung, Batu Maung, Bayan Lepas, Malaysia
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Kathryn J Fiorella
- Department of Public & Ecosystem Health, Cornell University, Ithaca, NY, USA
| | | | - M Aaron MacNeil
- Ocean Frontier Institute, Department of Biology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Eva Maire
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Emmanuel K Mbaru
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
- Kenya Marine and Fisheries Research Institute, Mombasa, Kenya
| | - Gianluigi Nico
- Fisheries and Aquaculture Department, Food and Agriculture Organization of the United Nations, Rome, Italy
| | - Johnstone O Omukoto
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
- Kenya Marine and Fisheries Research Institute, Mombasa, Kenya
| | - Fiona Simmance
- WorldFish, Jalan Batu Maung, Batu Maung, Bayan Lepas, Malaysia
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