Cargando…
Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation
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 co...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807430/ https://www.ncbi.nlm.nih.gov/pubmed/34862916 http://dx.doi.org/10.1007/s00449-021-02663-y |
_version_ | 1784643663733719040 |
---|---|
author | Miner, Lydia Palma Fernandez-Bayo, Jesus Putri, Ferisca Niemeier, Deb Bischel, Heather VanderGheynst, Jean S. |
author_facet | Miner, Lydia Palma Fernandez-Bayo, Jesus Putri, Ferisca Niemeier, Deb Bischel, Heather VanderGheynst, Jean S. |
author_sort | Miner, Lydia Palma |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02663-y. |
format | Online Article Text |
id | pubmed-8807430 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-88074302022-02-23 Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation Miner, Lydia Palma Fernandez-Bayo, Jesus Putri, Ferisca Niemeier, Deb Bischel, Heather VanderGheynst, Jean S. Bioprocess Biosyst Eng Research Paper 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00449-021-02663-y. Springer Berlin Heidelberg 2021-12-04 2022 /pmc/articles/PMC8807430/ /pubmed/34862916 http://dx.doi.org/10.1007/s00449-021-02663-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Paper Miner, Lydia Palma Fernandez-Bayo, Jesus Putri, Ferisca Niemeier, Deb Bischel, Heather VanderGheynst, Jean S. Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title | Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title_full | Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title_fullStr | Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title_full_unstemmed | Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title_short | Predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
title_sort | predicting black soldier fly larvae biomass and methionine accumulation using a kinetic model for batch cultivation and improving system performance using semi-batch cultivation |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807430/ https://www.ncbi.nlm.nih.gov/pubmed/34862916 http://dx.doi.org/10.1007/s00449-021-02663-y |
work_keys_str_mv | AT minerlydiapalma predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation AT fernandezbayojesus predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation AT putriferisca predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation AT niemeierdeb predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation AT bischelheather predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation AT vandergheynstjeans predictingblacksoldierflylarvaebiomassandmethionineaccumulationusingakineticmodelforbatchcultivationandimprovingsystemperformanceusingsemibatchcultivation |