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Muurmann AT, Banovic M, Gilbert MTP, Sogari G, Limborg MT, Sicheritz-Pontén T, Bahrndorff S. Framework for valorizing waste- and by-products through insects and their microbiomes for food and feed. Food Res Int 2024; 187:114358. [PMID: 38763642 DOI: 10.1016/j.foodres.2024.114358] [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: 12/15/2023] [Revised: 04/10/2024] [Accepted: 04/17/2024] [Indexed: 05/21/2024]
Abstract
One third of the food produced for human consumption is currently lost or wasted. Insects have a high potential for converting organic waste- and by-products into food and feed for a growing human population due to symbiosis with microorganisms. These symbioses provide an untapped reservoir of functional microbiomes that can be used to improve industrial insect production but are poorly studied in most insect species. Here we review the most current understanding and challenges of valorizing organic waste- and by-products through insects and their microbiomes for food and feed, and emerging novel food technologies that can be used to investigate and manipulate host(insects)-microbiome interactions. We further construct a holistic framework, by integration of novel food technologies including holo-omics, genome editing, breeding, phage therapy, and administration of prebiotics and probiotics to investigate and manipulate host(insects)-microbiome interactions, and solutions for achieving stakeholder acceptance of novel food technologies for a sustainable food production.
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Affiliation(s)
- Asmus Toftkær Muurmann
- Aalborg University, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg Ø, Denmark.
| | - Marija Banovic
- Aarhus University, Aarhus BSS, Department of Management, MAPP Centre, Fuglsangs Allé 4, 8210 Aarhus V, Denmark.
| | - M Thomas P Gilbert
- University of Copenhagen, GLOBE Institute, Øster Farimagsgade 5, 1014 København K, Denmark; University Museum, NTNU, Erling Skakkes gate 47B, 7012 Trondheim, Norway.
| | - Giovanni Sogari
- University of Parma, Department of Food and Drug, Parco Area delle Scienze, 45, 43124 Parma, Italy.
| | | | - Thomas Sicheritz-Pontén
- University of Copenhagen, GLOBE Institute, Øster Farimagsgade 5, 1014 København K, Denmark; AIMST University, Centre of Excellence for Omics-Driven Computational Biodiscovery (COMBio), Jalan Bedong-Semeling, 08100 Bedong, Kedah, Malaysia.
| | - Simon Bahrndorff
- Aalborg University, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg Ø, Denmark.
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2
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Cai Z, Hansen LS, Laursen SF, Nielsen HM, Bahrndorff S, Tomberlin JK, Kristensen TN, Sørensen JG, Sahana G. Whole-genome sequencing of two captive black soldier fly populations: Implications for commercial production. Genomics 2024; 116:110891. [PMID: 38909907 DOI: 10.1016/j.ygeno.2024.110891] [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: 02/09/2024] [Revised: 05/31/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024]
Abstract
Black soldier fly (BSF; Hermetia illucens) is a promising insect species for food and feed production as its larvae can convert different organic waste to high-value protein. Selective breeding is one way to optimize production, but the potential of breeding is only starting to be explored and not yet utilized for BSF. To assist in monitoring a captive population and implementing a breeding program, genomics tools are imperative. We conducted whole genome sequencing of two captive populations separated by geographical distance - Denmark (DK) and Texas, USA (TX). Various population genetics analyses revealed a moderate genetic differentiation between two populations. Moreover, we observed higher inbreeding in the DK population, and the detection of a subpopulation within DK population aligned well with the recent foundation of the DK population from two captive populations. Additionally, we generated gene ontology annotation and variants annotation for wider potential applications. Our findings establish a robust marker set for research in population genetics, facilitating the monitoring of inbreeding and laying the groundwork for practical breeding programs for BSF.
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Affiliation(s)
- Zexi Cai
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
| | - Laura Skrubbeltrang Hansen
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark; Department of Biology, Aarhus University, Ny Munkegade 116, 8000 Aarhus, Denmark.
| | - Stine Frey Laursen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | - Hanne Marie Nielsen
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | | | - Torsten Nygaard Kristensen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
| | | | - Goutam Sahana
- Center for Quantitative Genetics and Genomics, Aarhus University, C F Møllers Allé 3, 8000 Aarhus, Denmark.
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3
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Laursen SF, Flint CA, Bahrndorff S, Tomberlin JK, Kristensen TN. Reproductive output and other adult life-history traits of black soldier flies grown on different organic waste and by-products. WASTE MANAGEMENT (NEW YORK, N.Y.) 2024; 181:136-144. [PMID: 38608528 DOI: 10.1016/j.wasman.2024.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/19/2024] [Accepted: 04/05/2024] [Indexed: 04/14/2024]
Abstract
The interest in mass-rearing black soldier fly (Hermetia illucens) larvae for food and feed is rapidly increasing. This is partly sparked by the ability of the larvae to efficiently valorise a wide range of organic waste and by-products. Primarily, research has focused on the larval stage, hence underprioritizing aspects of the adult biology, and knowledge on reproduction-related traits such as egg production is needed. We investigated the impact of different organic waste and by-products as larval diets on various life-history traits of adult black soldier flies in a large-scale experimental setup. We reared larvae on four different diets: spent Brewer's grain, ground carrots, Gainesville diet, and ground oranges. Traits assessed were development time to pupa and adult life-stages, adult body mass, female lifespan, egg production, and egg hatch. Larval diet significantly impacted development time to pupa and adult, lifespan, body size, and egg production. In general, flies reared on Brewer's grain developed up to 4.7 d faster, lived up to 2.3 d longer, and produced up to 57% more eggs compared to flies reared on oranges on which they performed worst for these traits. There was no effect of diet type on egg hatch, suggesting that low-nutritious diets, i.e. carrots and oranges, do not reduce the quality but merely the quantity of eggs. Our results demonstrate the importance of larval diet on reproductive output and other adult traits, all important for an efficient valorisation of organic waste and by-products, which is important for a sustainable insect-based food and feed production.
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Affiliation(s)
- Stine Frey Laursen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg East, Denmark.
| | - Casey A Flint
- Department of Entomology, Texas A&M University, 2475 TAMU, College Station, TX 77843, USA
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg East, Denmark
| | - Jeffery K Tomberlin
- Department of Entomology, Texas A&M University, 2475 TAMU, College Station, TX 77843, USA
| | - Torsten Nygaard Kristensen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg East, Denmark
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4
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Eriksen NT. Metabolic performance and feed efficiency of black soldier fly larvae. Front Bioeng Biotechnol 2024; 12:1397108. [PMID: 38745846 PMCID: PMC11091318 DOI: 10.3389/fbioe.2024.1397108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 04/08/2024] [Indexed: 05/16/2024] Open
Abstract
The black soldier fly (BSF), Hermetia illucens, is used in entomoremediation processes because its larvae can use a variety of organic residues with high efficiency. However, feed efficiencies are variable and characterized by uncertainties. Recently developed growth and metabolic performance models have predicted across different studies that BSF larvae have used 53%-58% of the feed components they have assimilated, in terms of carbon equivalents, for growth throughout their lifetime when reared on chicken feed. This is termed their average net growth efficiency. The remainder of the carbon has been lost as CO2. However, mass balances made under similar conditions show that the weight gained by BSF larvae corresponds to only 14%-48% of the feed substrates removed, indicating substrate conversion efficiency. Both performance indicators show even greater variability if more feed substrates are considered. Feed assimilation and growth rates, costs of growth, maintenance, and larval lifespan have been shown to affect how efficiently BSF larvae convert feed into growth. The differences between average net growth efficiencies and substrate conversion efficiencies further indicate that feed is often not used optimally in entomoremediation processes and that the overall yield of such processes is not determined by larval performance alone but is the result of processes and interactions between larvae, substrates, microbes, and their physical environment. The purpose of this study is to illustrate how quantification of the metabolic performance of BSF larvae can help improve our understanding of the role of the larvae in entomoremediation processes.
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Tirtawijaya G, Lee JH, Bashir KMI, Lee HJ, Choi JS. Evaluating the Efficiency of Black Soldier Fly ( Hermetia illucens) Larvae in Converting Mackerel Head Waste into Valuable Resources. Animals (Basel) 2024; 14:1332. [PMID: 38731333 PMCID: PMC11083610 DOI: 10.3390/ani14091332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/26/2024] [Accepted: 04/27/2024] [Indexed: 05/13/2024] Open
Abstract
The seafood processing industry generates significant waste, including mackerel heads (MH), constituting 20-32% of total waste. This study explored the potential of utilizing MH as a feed source for black soldier fly larvae (BSF larvae). BSF larvae are known for their ability to efficiently convert organic materials into nutrient-rich biomass. Five concentrations of MH (0, 10, 20, 30, 40, and 50% in chicken feed) were fed to BSF larvae for eight days. After harvesting, their growth, MH conversion efficiency, nutritional content, and heavy metals reduction potential were measured. BSF larvae showed optimal growth when fed with a feed containing 20% MH, resulting in a 14.36-fold increase in weight compared to the control group, as determined by the Fisher's Least Significant Difference Test. BSF larvae maintained a survival rate of 99.33%. With the lowest feed conversion ratio (FCR) of 2.09 at 20% MH, feed efficiency was improved by up to 65.15%, and feed reduction up to 73.53%. MH enhanced lipid and protein content in BSF larvae. Furthermore, BSF larvae in this study showed higher polyunsaturated fatty acids (PUFA), including eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA), as well as other amino acids which are required for breeding animals. The current study highlights the potential of MH as a feed source for BSF larvae, improving nutritional biomass. It also suggests BSF larvae as an eco-friendly option for handling seafood processing waste and as an alternative feed source for animals.
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Affiliation(s)
- Gabriel Tirtawijaya
- Faculty of Biotechnology, University of Surabaya, Jalan Raya Kalirungkut, Surabaya 60292, Indonesia;
| | - Jin-Hwa Lee
- Department of Seafood Science and Technology, The Institute of Marine Industry, Gyeongsang National University, Tongyeong 53064, Republic of Korea; (J.-H.L.); (K.M.I.B.)
| | - Khawaja Muhammad Imran Bashir
- Department of Seafood Science and Technology, The Institute of Marine Industry, Gyeongsang National University, Tongyeong 53064, Republic of Korea; (J.-H.L.); (K.M.I.B.)
- German Engineering Research and Development Center for Life Science Technologies in Medicine and Environment, Busan 46742, Republic of Korea
| | - Hae-Jeung Lee
- Department of Food and Nutrition, College of BioNano Technology, Gachon University, Seongnam 13120, Republic of Korea
| | - Jae-Suk Choi
- Department of Seafood Science and Technology, The Institute of Marine Industry, Gyeongsang National University, Tongyeong 53064, Republic of Korea; (J.-H.L.); (K.M.I.B.)
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Peguero DA, Gold M, Velasquez L, Niu M, Zurbrügg C, Mathys A. Physical pretreatment of three biowastes to improve black soldier fly larvae bioconversion efficiency. WASTE MANAGEMENT (NEW YORK, N.Y.) 2024; 178:280-291. [PMID: 38422681 DOI: 10.1016/j.wasman.2024.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 01/16/2024] [Accepted: 02/05/2024] [Indexed: 03/02/2024]
Abstract
Black soldier fly larvae (BSFL, Hermetia illucens (L.)) are recognized for efficient biowaste reduction while yielding valuable proteins and fats for animals. However, lignocellulosic fibers in biowastes are difficult to digest by biowaste and larval digestive tract microorganisms as well as the larvae themselves. This study investigated two biowaste physical pretreatments (thermal, mechanical) for improving BSFL processing of fibrous biowastes. Cow manure, spent grain, and grass clippings were thermally pretreated at 90 °C for three durations (0.5, 1 and 4 h). Contrary to expectations, thermal pretreatment resulted in either no improvement or decreased larval performance on all substrates, regardless of treatment duration. In contrast, mechanical pretreatment of spent grain and grass clippings, involving milling with three screen sizes (0.5, 1 and 2 mm) showed promising results. Specifically, bioconversion rates on 0.5 mm-milled spent grain and grass clippings increased by 0-53 % and 25-44 % dry mass, respectively compared to untreated. Additionally, larval protein conversion increased by 41 % and 23 % on spent grain and grass clippings, respectively. However, mechanical pretreatment did not affect fiber degradation by larval conversion, as hemicellulose decreased by 25 % and 75 % for spent grain and grass clippings, respectively, regardless of particle size. Particle size reduction influenced substrate microbial respiration (CO2 mg/min), with 0.5-mm milled grass clippings exhibiting higher respiration compared to untreated, although this effect was not observed for spent grain. This study highlights mechanical pretreatment's potential in enhancing BSFL bioconversion of fibrous biowastes and the importance of understanding substrate physical properties influencing substrate microorganisms and BSFL.
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Affiliation(s)
- Daniela A Peguero
- Sustainable Food Processing Laboratory, Institute of Food, Nutrition and Health, ETH Zürich, Schmelzbergstrasse 9, 8092 Zürich, Switzerland; Department Sanitation, Water and Solid Waste for Development (Sandec), Eawag: Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, 8600 Dübendorf, Switzerland
| | - Moritz Gold
- Sustainable Food Processing Laboratory, Institute of Food, Nutrition and Health, ETH Zürich, Schmelzbergstrasse 9, 8092 Zürich, Switzerland.
| | - Laura Velasquez
- Department Sanitation, Water and Solid Waste for Development (Sandec), Eawag: Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, 8600 Dübendorf, Switzerland; Institute of Environmental Engineering, ETH Zürich, John-von-Neumann-Weg 9, 8049 Zürich, Switzerland
| | - Mutian Niu
- Animal Nutrition, Institute of Agricultural Sciences, ETH Zürich, Universitätstrasse 2, 8092 Zürich, Switzerland
| | - Christian Zurbrügg
- Department Sanitation, Water and Solid Waste for Development (Sandec), Eawag: Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, 8600 Dübendorf, Switzerland
| | - Alexander Mathys
- Sustainable Food Processing Laboratory, Institute of Food, Nutrition and Health, ETH Zürich, Schmelzbergstrasse 9, 8092 Zürich, Switzerland
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Achuoth MP, Mudalungu CM, Ochieng BO, Mokaya HO, Kibet S, Maharaj VJ, Subramanian S, Kelemu S, Tanga CM. Unlocking the Potential of Substrate Quality for the Enhanced Antibacterial Activity of Black Soldier Fly against Pathogens. ACS OMEGA 2024; 9:8478-8489. [PMID: 38405442 PMCID: PMC10882654 DOI: 10.1021/acsomega.3c09741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/15/2024] [Accepted: 01/30/2024] [Indexed: 02/27/2024]
Abstract
Globally, antibiotics are facing fierce resistance from multidrug-resistant bacterial strains. There is an urgent need for eco-friendly alternatives. Though insects are important targets for antimicrobial peptides, it has received limited research attention. This study investigated the impact of waste substrates on the production of antibacterial agents in black soldier fly (Hermetia illucens L.) larvae (HIL) and their implications in the suppression of pathogens [Bacillus subtilis (ATCC 6051), Staphylococcus aureus (ATCC 25923), Pseudomonas aeruginosa (ATCC 27853), and Escherichia coli (ATCC 25922)]. The 20% acetic acid (AcOH) extract from market waste had the highest antibacterial activity with an inhibition zone of 17.00 mm, followed by potato waste (15.02 mm) against S. aureus. Hexane extract from HIL raised on market waste also showed a significant inhibitory zone (13.06 mm) against B. subtilis. .Minimum inhibitory concentration (MIC) values recorded were 25 mg/mL against all test pathogens. The fastest time-kill of 20% AcOH extract was 4 h againstB. subtilis, E. coli, ,andP. aeruginosa. Lauric acid was also identified as the dominant component of the various hexane extracts with concentrations of 602.76 and 318.17 μg/g in HIL reared on potato and market waste, respectively. Energy from the market waste substrate correlated significantly (r = 0.97) with antibacterial activities. This study highlights the key role of substrate quality and extraction methods for enhancing the production of antibacterial agents in HIL, thus providing new insights into the development of potential drugs to overcome the alarming concerns of antimicrobial resistance.
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Affiliation(s)
- Mach P. Achuoth
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
- Biodiscovery
Center, Department of Chemistry, Faculty of Natural and Agricultural
Sciences, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa
- Department
of Chemistry, College of Science and Technology, Dr John Garang Memorial University of Science and Technology-Bor, P.O. Box 436 Juba, South Sudan
| | - Cynthia M. Mudalungu
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
- School
of Chemistry and Material Science, The Technical
University of Kenya (TUK), P.O. Box 52428-00100 Nairobi, Kenya
| | - Brian O. Ochieng
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
| | - Hosea O. Mokaya
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
| | - Shadrack Kibet
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
| | - Vinesh J. Maharaj
- Biodiscovery
Center, Department of Chemistry, Faculty of Natural and Agricultural
Sciences, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa
| | - Sevgan Subramanian
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
| | - Segenet Kelemu
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
| | - Chrysantus M. Tanga
- International
Centre of Insects Physiology and Ecology, P.O. Box 30772-00100 Nairobi, Kenya
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Wang F, Zhao Q, Zhang L, Chen J, Wang T, Qiao L, Zhang L, Ding C, Yuan Y, Qi Z, Chen T. Co-digestion of chicken manure and sewage sludge in black soldier fly larvae bioconversion system: bacterial biodiversity and nutrients quality of residues for biofertilizer application. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:119804-119813. [PMID: 37930569 DOI: 10.1007/s11356-023-30717-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: 08/01/2023] [Accepted: 10/23/2023] [Indexed: 11/07/2023]
Abstract
Black soldier fly larvae (BSFL) bioconversion system is emerging as an effective approach for organic waste pollution treatment. Co-digestion of different organic matters with BSFL can be an effective way to realize the innovative biowaste circular economy. In this study, organic waste mixture of chicken manure and sewage sludge was chosen as substrate for BSFL growth. The bacterial biodiversity and nutrients quality of BSFL residue were evaluated through gene sequencing and other characterizations to confirm their application potential as biofertilizers. The dominant bacteria in BSFL residue were Firmicutes (75.39%) at phylum level, Bacilli (71.61%) at class level and Pseudogracilibacillus (11.08%) at genus level. Antibiotic resistance genes (ARGs) were used to assess the harmlessness of BSFL residue. After BSFL treatment, 36.2% decrease in ARGs was observed. Taking nutrients quality into consideration, dissolved organic carbon, dissolved nitrogen, available phosphorous, and available potassium significantly increased in the co-digestion system. These results demonstrated that co-digestion of chicken manure and excess sludge in BSFL bioconversion system could improve the nutrients quality of residues. However, removal of ARGs in the bioconversion process should be further explored to eliminate environmental concerns associated with application of BSFL residue as biofertilizers.
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Affiliation(s)
- Feihong Wang
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Qi Zhao
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Lei Zhang
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Jie Chen
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Tao Wang
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Liang Qiao
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Luyan Zhang
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Cheng Ding
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Ye Yuan
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Zhitao Qi
- Jiangsu Key Laboratory of Biochemistry and Biotechnology of Marine Wetland, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
- School of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China
| | - Tianming Chen
- School of Environmental Science and Engineering, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China.
- Jiangsu Province Engineering Research Center of Intelligent Environmental Protection Equipment, Yancheng Institute of Technology, Yancheng, 224051, People's Republic of China.
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9
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Vandeweyer D, Bruno D, Bonelli M, IJdema F, Lievens B, Crauwels S, Casartelli M, Tettamanti G, De Smet J. Bacterial biota composition in gut regions of black soldier fly larvae reared on industrial residual streams: revealing community dynamics along its intestinal tract. Front Microbiol 2023; 14:1276187. [PMID: 38107863 PMCID: PMC10722301 DOI: 10.3389/fmicb.2023.1276187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/30/2023] [Indexed: 12/19/2023] Open
Abstract
Some insect species have gained attention as efficient bioconverters of low-value organic substrates (i.e., residual streams) into high-value biomass. Black soldier fly (BSF) (Hermetia illucens) larvae are particularly interesting for bioconversion due to their ability to grow on a wide range of substrates, including low-value industrial residual streams. This is in part due to the plasticity of the gut microbiota of polyphagous insects, like BSF. Gut microbiota composition varies depending on rearing substrates, via a mechanism that might support the recruitment of microorganisms that facilitate digestion of a specific substrate. At the same time, specific microbial genera do persist on different substrates via unknown mechanisms. This study aimed to offer insights on this microbial plasticity by investigating how the composition of the bacterial community present in the gut of BSF larvae responds to two industrial residual streams: swill (a mixture of catering and supermarket leftovers) and distiller's dried grains with solubles. The bacterial biota composition of substrates, whole larvae at the beginning of the rearing period and at harvest, rearing residues, and larval gut regions were investigated through 16S rRNA gene sequencing. It was observed that both substrate and insect development influenced the bacterial composition of the whole larvae. Zooming in on the gut regions, there was a clear shift in community composition from a higher to a lower diversity between the anterior/middle midgut and the posterior midgut/hindgut, indicating a selective pressure occurring in the middle midgut region. Additionally, the abundance of the bacterial biota was always high in the hindgut, while its diversity was relatively low. Even more, the bacterial community in the hindgut was found to be relatively more conserved over the different substrates, harboring members of the BSF core microbiota. We postulate a potential role of the hindgut as a reservoir for insect-associated microbes. This warrants further research on that underexplored region of the intestinal tract. Overall, these findings contribute to our understanding of the bacterial biota structure and dynamics along the intestinal tract, which can aid microbiome engineering efforts to enhance larval performance on (industrial) residual streams.
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Affiliation(s)
- Dries Vandeweyer
- Research Group for Insect Production and Processing, Department of Microbial and Molecular Systems, KU Leuven, Geel, Belgium
| | - Daniele Bruno
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Marco Bonelli
- Department of Biosciences, University of Milan, Milan, Italy
| | - Freek IJdema
- Research Group for Insect Production and Processing, Department of Microbial and Molecular Systems, KU Leuven, Geel, Belgium
- Laboratory for Process Microbial Ecology and Bioinspirational Management, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Bart Lievens
- Laboratory for Process Microbial Ecology and Bioinspirational Management, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Sam Crauwels
- Laboratory for Process Microbial Ecology and Bioinspirational Management, Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Morena Casartelli
- Department of Biosciences, University of Milan, Milan, Italy
- Interuniversity Center for Studies on Bioinspired Agro-environmental Technology, University of Naples Federico II, Portici, Italy
| | - Gianluca Tettamanti
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
- Interuniversity Center for Studies on Bioinspired Agro-environmental Technology, University of Naples Federico II, Portici, Italy
| | - Jeroen De Smet
- Research Group for Insect Production and Processing, Department of Microbial and Molecular Systems, KU Leuven, Geel, Belgium
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Pazmiño MF, Del Hierro AG, Flores FJ. Genetic diversity and organic waste degrading capacity of Hermetia illucens from the evergreen forest of the Equatorial Choco lowland. PeerJ 2023; 11:e14798. [PMID: 36755868 PMCID: PMC9901308 DOI: 10.7717/peerj.14798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 01/04/2023] [Indexed: 02/05/2023] Open
Abstract
Globally, microplastics (MP) represent a growing burden for ecosystems due to their increasing presence at different trophic levels. In Ecuador, the lack of waste segregation has increased the quantity of waste, primarily organics and plastics, overloading landfills and water sources. Over time, plastics reduce in size and silently enter the food chain of animals, such as insects. The black soldier fly (BSF) larvae, Hermetia illucens (Linnaeus, 1758), is a species with devouring behavior used for waste management because of its beneficial qualities such as fly pest control, biomass production, and rapid organic waste degradation. Studies have uncovered the insect's ability to tolerate MP, and consider the possibility that they may be able to degrade polymers. For the first time in Ecuador, the present study characterized H. illucens using the sequences of different molecular markers. Finally, H. illucens' degrading capacity was evaluated in the presence of MP and decaying food residues, resembling landfill conditions.
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Affiliation(s)
- María Fernanda Pazmiño
- Departamento de Ciencias de la Vida y de la Agricultura, Facultad de Ingeniería en Biotecnología, Universidad de las Fuerzas Armadas-ESPE, Quito, Pichincha, Ecuador,Laboratorio de Investigación Aplicada—Biotecnología, Instituto Nacional de Biodiversidad-INABIO, Quito, Pichincha, Ecuador
| | - Ana G. Del Hierro
- Laboratorio de Investigación Aplicada—Biotecnología, Instituto Nacional de Biodiversidad-INABIO, Quito, Pichincha, Ecuador
| | - Francisco Javier Flores
- Departamento de Ciencias de la Vida y de la Agricultura, Facultad de Ingeniería en Biotecnología, Universidad de las Fuerzas Armadas-ESPE, Quito, Pichincha, Ecuador,Centro de Investigación de Alimentos, Facultad de Ciencias de la Ingeniería e Industrias, Universidad Tecnológica Equinoccial, Quito, Pichincha, Ecuador
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11
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Khaekratoke K, Laksanawimol P, Thancharoen A. Use of fermented spent coffee grounds as a substrate supplement for rearing black soldier fly larvae, Hermetia illucens (L), (Diptera: Stratiomyidae). PeerJ 2022; 10:e14340. [PMID: 36340198 PMCID: PMC9632463 DOI: 10.7717/peerj.14340] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 10/13/2022] [Indexed: 11/20/2022] Open
Abstract
Background Spent coffee grounds (SCG), an increasingly abundant waste product with environmental disposal problems, has been used as a dietary supplement for many animals and have the potential to be used as a dietary supplement for black soldier fly (BSF) larvae; however, its effective use is still under scrutiny. To date, no studies have considered the use of SCG after microbial fermentation (fSCG) and its effects on BSF life history. Methods A mixture of fruit and vegetable pulp residue supplemented with one of six different fSCG percentages (0%, 20%, 40%, 60%, 80%, and 100% by weight) were provided as a diet substrate in order to evaluate the effect of the fSCG quantity on BSF growth, yield, and conversion ability. Results The addition of fSCG to the pulp diet prolonged larval development times, while 100% fSCG affected the larval survival rate and resulted in a male-biased adult sex ratio. The 20-40% fSCG and 40-60% fSCG treatments supported the largest prepupal and mature larval sizes, respectively. The highest waste reduction efficiency and feed conversion rate by BSF larvae was found with 20% fSCG, similar to the control (0% fSCG). Discussion From the short rearing time, high yield, and high bioconversion efficiency, a 20% fSCG supplementation of the mixed pulp was recommended for rearing BSF larvae. These data are valuable for coffee by-product waste management in urban areas.
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12
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Eriksen NT. Dynamic modelling of feed assimilation, growth, lipid accumulation, and CO2 production in black soldier fly larvae. PLoS One 2022; 17:e0276605. [PMID: 36288352 PMCID: PMC9605037 DOI: 10.1371/journal.pone.0276605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 10/10/2022] [Indexed: 11/13/2022] Open
Abstract
The black soldier fly (BSF) is becoming a novel farm animal. BSF larvae can be reared on different substrates. Their performance is important but highly variable and different models have been employed to analyze their growth, so far without considering that metabolic rates, growth, and biochemical composition of the larvae are interrelated. This work develops a dynamic model, which describes general growth patterns of BSF larvae and predicts observed variability in larval performances. The model was tested against data from literature, which combines kinetic growth data with measurements of lipid or dry weight content, and CO2 production. The model combines the kinetics of the logistic model with principles from differential energy budget models and considers key events in larval life history, moulting and metamorphosis. Larvae are compartmentised into structural biomass, storage lipids, and a pool of assimilates. Feed assimilation is considered the overall rate limiting process and is reduced in relation to larval weight by a logistic function. A second logistic function further reduces the specific growth rate of structural biomass, causes imbalance between and feed assimilation and growth rates, and leaves a surplus of assimilates to be stored as lipids. Fluxes between compartments consider cost of synthesis of structural biomass and lipids, as well as maintenance. When assimilation falls below maintenance needs, storage lipids are recycled. The model is able to describe growth and lipid contents of BSF larvae reared on chicken feed, growth of feed limited BSF larvae, as well as growth, dry weight content, and CO2 production of BSF larvae reared on different substrate qualities and moisture contents. The model may be used for the analysis of growth and performance of BSF larvae under variable rearing conditions. It can deepen the analyses of experimental data and provide insight into the causes of variability of larval performances.
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Affiliation(s)
- Niels Thomas Eriksen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
- * E-mail:
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13
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Grossule V, Fang D, Yue D, Lavagnolo MC. Treatment of wastewater using black soldier fly larvae, under different degrees of biodegradability and oxidation of organic content. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 319:115734. [PMID: 35982556 DOI: 10.1016/j.jenvman.2022.115734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/05/2022] [Accepted: 07/09/2022] [Indexed: 06/15/2023]
Abstract
The biological treatment process based on the metabolism of Black Soldier Fly (BSF) larvae proved to be a highly promising technique for the treatment of high organic content (HOC) wastewater, such as sewage from food industries, leachate from municipal solid waste (MSW) landfill, etc. The present study was aimed at achieving a better understanding of how biodegradability and degree of oxidation of organic content might influence treatment performance and biomass quality. Six leachates characterised by similar COD (Chemical Oxygen Demand) but different BOD5/COD (Biochemical Oxygen demand/COD) and TOC/COD (Total Organic Carbon/COD) ratios were tested. By combining these ratios, the BOD5/TOC ratio was introduced to take into account the effect of both leachate properties (biodegradability and oxidation degree). Process treatment performance was significantly influenced by the quality of organic substances. Higher BOD5/TOC values (higher biodegradability and lower oxidation degree) resulted in a greater and faster larvae growth, with final wet weight of between 49.2 and 91.9mg/larva; lower mortality between 5 and 32%; higher prepupation percentages ranging from 4 to 21% and higher specific substrate consumption rate with values varying from 0.051 to 0.063 mgTOC/mg larva/d, up to 3-fold higher than values obtained using conventional activated sludge based on COD consumption. Conversely, no significant differences were detected in larvae protein and lipid contents, including the profiling of fatty acids.
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Affiliation(s)
- Valentina Grossule
- DICEA, Department of Civil, Architectural and Environmental Engineering, University of Padova, Via Marzolo 9, 35131, Padova, Italy.
| | - Ding Fang
- School of Environment, Tsinghua University, Beijing, 100084, PR China
| | - Dongbei Yue
- School of Environment, Tsinghua University, Beijing, 100084, PR China
| | - Maria Cristina Lavagnolo
- DICEA, Department of Civil, Architectural and Environmental Engineering, University of Padova, Via Marzolo 9, 35131, Padova, Italy
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14
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Arnone S, De Mei M, Petrazzuolo F, Musmeci S, Tonelli L, Salvicchi A, Defilippo F, Curatolo M, Bonilauri P. Black soldier fly (Hermetia illucens L.) as a high-potential agent for bioconversion of municipal primary sewage sludge. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:64886-64901. [PMID: 35474429 PMCID: PMC9481477 DOI: 10.1007/s11356-022-20250-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 04/10/2022] [Indexed: 06/14/2023]
Abstract
The treatment of municipal wastewater produces clean water and sewage sludge (MSS), the management of which has become a serious problem in Europe. The typical destination of MSS is to spread it on land, but the presence of heavy metals and pollutants raises environmental and health concerns. Bioconversion mediated by larvae of black soldier fly (BSFL) Hermetia illucens (Diptera, Stratiomyidae: Hermetiinae) may be a strategy for managing MSS. The process adds value by generating larvae which contain proteins and lipids that are suitable for feed and/or for industrial or energy applications, and a residue as soil conditioner. MSS from the treatment plant of Ladispoli (Rome province) was mixed with an artificial fly diet at 50% and 75% (fresh weight basis) to feed BSFL. Larval performance, substrate reduction, and the concentrations of 12 metals in the initial and residual substrates and in larval bodies at the end of the experiments were assessed. Larval survival (> 96%) was not affected. Larval weight, larval development, larval protein and lipid content, and waste reduction increased in proportion the increase of the co-substrate (fly diet). The concentration of most of the 12 elements in the residue was reduced and, in the cases of Cu and Zn, the quantities dropped under the Italian national maximum permissible content for fertilizers. The content of metals in mature larvae did not exceed the maximum allowed concentration in raw material for feed for the European Directive. This study contributes to highlight the potential of BSF for MSS recovery and its valorization. The proportion of fly diet in the mixture influenced the process, and the one with the highest co-substrate percentage performed best. Future research using other wastes or by-products as co-substrate of MSS should be explored to determine their suitability.
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Affiliation(s)
- Silvia Arnone
- ENEA - Italian National Agency for New Technologies, Energy and Sustainable Economic Development - TERIN-BBC - Casaccia, Via Anguillarese 301, 00123, S. Maria Di Galeria, Rome, Italy.
| | - Massimiliano De Mei
- ENEA - Italian National Agency for New Technologies, Energy and Sustainable Economic Development - TERIN-BBC - Casaccia, Via Anguillarese 301, 00123, S. Maria Di Galeria, Rome, Italy
| | - Francesco Petrazzuolo
- ENEA - Italian National Agency for New Technologies, Energy and Sustainable Economic Development - TERIN-BBC - Casaccia, Via Anguillarese 301, 00123, S. Maria Di Galeria, Rome, Italy
| | - Sergio Musmeci
- ENEA - Italian National Agency for New Technologies, Energy and Sustainable Economic Development - SSPT-BIOAG - Casaccia, Via Anguillarese 301, 00123, S. Maria Di Galeria, Rome, Italy
| | | | | | - Francesco Defilippo
- IZSLER - Istituto Zooprofilattico Sperimentale Lombardia ed Emilia-Romagna, Via A. Bianchi, 7/9, 25124, Brescia, Italy
| | - Michele Curatolo
- IZSLER - Istituto Zooprofilattico Sperimentale Lombardia ed Emilia-Romagna, Via A. Bianchi, 7/9, 25124, Brescia, Italy
| | - Paolo Bonilauri
- IZSLER - Istituto Zooprofilattico Sperimentale Lombardia ed Emilia-Romagna, Via A. Bianchi, 7/9, 25124, Brescia, Italy
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15
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Miner LP, Fernandez-Bayo J, Putri F, Niemeier D, Bischel H, VanderGheynst JS. Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation. Bioprocess Biosyst Eng 2021; 45:333-344. [PMID: 34862916 PMCID: PMC8807430 DOI: 10.1007/s00449-021-02663-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 11/03/2021] [Indexed: 11/13/2022]
Abstract
Global demand for poultry and associated feed are projected to double over the next 30 years. Insect meal is a sustainable alternative to traditional feeds when produced on low-value high-volume agricultural byproducts. Black soldier fly (BSF) larvae (Hermetia illucens L.) are high in protein and contain methionine, an essential amino acid that is critical to poultry health. BSF larvae can be grown on many organic residues, however, larvae growth and quality vary based on feedstock and cultivation processes. Experiments were completed to monitor temporal changes in BSF larvae growth and composition using almond hulls as a growth substrate under batch and semi-batch processes and with varying substrate carbon to nitrogen ratio (C/N). A logistic kinetic growth model was developed to predict larval biomass and methionine accumulations during batch production. Estimated ranges of model parameters for larvae maximum specific growth rate and carrying capacity were 0.017–0.021 h−1 and 9.7–10.7 g larvae kg−1 hulls dry weight, respectively. Methionine content in larvae increased from 11.1 to 17.1 g kg−1 dry weight over a 30-day batch incubation period. Larvae-specific growth and yield increased by 168% and 268%, respectively, when cultivated in a semi-batch compared to a batch process. Increasing C/N ratio from 26 to 40 increased density of methionine content in larvae per unit feedstock by 25%. The findings demonstrate a logistic model can predict larvae biomass accumulation, harvest time can achieve specific methionine contents, and a semi-batch process is more favorable for larvae biomass accumulation compared to a batch process.
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Affiliation(s)
- Lydia Palma Miner
- Department of Biological and Agricultural Engineering, University of California, One Shields Ave., Davis, CA, 95616, USA
| | - Jesus Fernandez-Bayo
- Department of Biological and Agricultural Engineering, University of California, One Shields Ave., Davis, CA, 95616, USA
| | - Ferisca Putri
- Department of Biological and Agricultural Engineering, University of California, One Shields Ave., Davis, CA, 95616, USA
| | - Deb Niemeier
- Department of Biological and Agricultural Engineering, University of California, One Shields Ave., Davis, CA, 95616, USA.,Department of Civil and Environmental Engineering, University of California, Davis, CA, USA.,Department of Civil and Environmental Engineering, University of Maryland, College Park, MD, USA
| | - Heather Bischel
- Department of Civil and Environmental Engineering, University of California, Davis, CA, USA
| | - Jean S VanderGheynst
- Department of Biological and Agricultural Engineering, University of California, One Shields Ave., Davis, CA, 95616, USA. .,Department of Bioengineering, University of Massachusetts, Dartmouth, MA, USA.
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16
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Abstract
Black soldier fly (BSF) larvae may play a role in a circular economy by upcycling low-value organic streams into high value biomass. In this paper, the capacity of BSF larvae to process 12 organic side-streams (mono-streams) and two standard substrates (chicken start mash and Gainesville diet) was investigated. Survival, larval mass, feed conversion ratio, and waste reduction were evaluated in relation to the proximate composition of the side-streams used. Survival rates larger than 80% were observed for 10 of the organic mono-streams and the two standard substrates. Maximum mean larval weight ranged from 38.3 mg up to 176.4 mg regardless of high survival and was highly correlated with substrate crude protein content. Feed conversion ratio (range 1.58–8.90) and waste reduction (range 17.0–58.9%) were similar to values reported in other studies in the literature. On low protein substrates (e.g., apple pulp), survival rates remained high, however, possibly due to protein deficiency, limited larval growth was observed. It is concluded that several low value organic side-streams can successfully be processed by BSF larvae, thereby opening the possibility of lowering the costs of BSF farming. Potentially mixing nutritionally distinct mono-streams into a mixed substrate might improve BSF performance. However, more research is needed for optimizing diets to guarantee production of BSF larvae of constant yield and quality.
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17
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Bekker NS, Heidelbach S, Vestergaard SZ, Nielsen ME, Riisgaard-Jensen M, Zeuner EJ, Bahrndorff S, Eriksen NT. Impact of substrate moisture content on growth and metabolic performance of black soldier fly larvae. WASTE MANAGEMENT (NEW YORK, N.Y.) 2021; 127:73-79. [PMID: 33932852 DOI: 10.1016/j.wasman.2021.04.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 03/11/2021] [Accepted: 04/12/2021] [Indexed: 06/12/2023]
Abstract
Substrate moisture content is an important but not well-understood variable in production and waste reduction processes that involves black soldier fly (BSF) larvae. The purpose of this paper is to characterise growth and metabolic performance of BSF larvae on substrate moisture contents from 45 to 85%. Larvae developed into prepupae only at 45-75% substrate moisture content. Within this interval, the maximal specific growth rate was highest (0.73 day-1), the growth period shortest (13 days), and the maximal dry weight lowest (88 mg) at 45% moisture content. Differences in cost of growth and maintenance were not observed at the different substrate moisture contents, and differences in larval performance were likely associated to differences in co-occurring microbial activities. As much as 22% of the substrate carbon was emitted as CO2 at 45% moisture content by microorganisms, measured as the difference between total respiration and larval respiration, whereas microbial CO2 production amounted to only 3% of the substrate carbon at 75% moisture content. As consequence of the high specific growth rate and short growth phase, the overall net growth efficiency was higher at 45% moisture content (0.62) than at 75% moisture content (0.52). Overall, the metabolic performance of the BSF larvae was insensitive to differences in substrate moisture content. Their performance was, however indirectly affected by the substrate moisture content due to differences in co-occurring microbial processes in the substrate.
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Affiliation(s)
- Nicolai Sundgaard Bekker
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Søren Heidelbach
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Sofie Zacho Vestergaard
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Morten Eneberg Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Marie Riisgaard-Jensen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Emil Juel Zeuner
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark
| | - Niels Thomas Eriksen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220 Aalborg, Denmark.
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