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A new flexible model for maintenance and feeding expenses that improves description of individual growth in insects
Linköping University, Department of Physics, Chemistry and Biology, Biology. Linköping University, Faculty of Science & Engineering. Ecological Modelling Group, School of Bioscience, University of Skövde, Skövde, Sweden.ORCID iD: 0000-0003-0097-1379
Linköping University, Department of Physics, Chemistry and Biology, Biology. Linköping University, Faculty of Science & Engineering. Ecological Modelling Group, School of Bioscience, University of Skövde, Skövde, Sweden.ORCID iD: 0000-0002-5234-9576
2023 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 13, no 1, article id 16751Article in journal (Refereed) Published
Abstract [en]

Metabolic theories in ecology interpret ecological patterns at different levels through the lens of metabolism, typically applying allometric scaling to describe energy use. This requires a sound theory for individual metabolism. Common mechanistic growth models, such as 'von Bertalanffy', 'dynamic energy budgets' and the 'ontogenetic growth model' lack some potentially important aspects, especially regarding regulation of somatic maintenance. We develop a model for ontogenetic growth of animals, applicable to ad libitum and food limited conditions, based on an energy balance that expresses growth as the net result of assimilation and metabolic costs for maintenance, feeding and food processing. The most important contribution is the division of maintenance into a 'non-negotiable' and a 'negotiable' part, potentially resulting in hyperallometric scaling of maintenance and downregulated maintenance under food restriction. The model can also account for effects of body composition and type of growth at the cellular level. Common mechanistic growth models often fail to fully capture growth of insects. However, our model was able to capture empirical growth patterns observed in house crickets.

Place, publisher, year, edition, pages
Nature Publishing Group , 2023. Vol. 13, no 1, article id 16751
National Category
Environmental Sciences
Identifiers
URN: urn:nbn:se:liu:diva-202784DOI: 10.1038/s41598-023-43743-1ISI: 001085340000017PubMedID: 37798309OAI: oai:DiVA.org:liu-202784DiVA, id: diva2:1852749
Available from: 2024-04-19 Created: 2024-04-19 Last updated: 2024-09-16
In thesis
1. Application of Metabolic Theory in Models for Growth of Individuals and Populations
Open this publication in new window or tab >>Application of Metabolic Theory in Models for Growth of Individuals and Populations
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Metabolic theories in ecology interpret ecological patterns at different levels (individuals, populations, communities) through the lens of metabolism, often applying allometric scaling with rates of energy use described as power functions of body mass. However, the application of metabolic theory at higher levels requires a sound theory for metabolism at the individual level.

In this thesis, metabolic theory has been developed and applied in three different contexts; 1) growth of individual organisms under food limitation, 2) life-history theory for age and size at maturity for individual organisms, and 3) population growth of marine mammals exposed to bioaccumulative toxicants through their diet.

In the first context, a new mechanistic model for individual growth was developed, based on an energy balance that expresses growth as the net result of energy assimilation from food and various metabolic costs. The model can account for effects of body composition and cellular-level growth patterns, but foremost it considers a potential trade-off between regulated maintenance and growth under food limitation. The model was successfully calibrated and validated against empirical data for an insect (house cricket) under both unlimited and limited food conditions. Interestingly, the empirical calibration indicated that the energy per unit body mass that an organism allocates to maintenance of body structures may increase as the organism grows and may also be upregulated under food limitation.

In Paper I, the maintenance-growth model (MGM), is presented, derived and demonstrated via numerical simulations and comparisons with available growth data. In Paper II and III, MGM is calibrated and evaluated against collected data for house crickets growing under unlimited and restricted food supply, respectively.

In the second context (Paper IV), it was investigated how models for individual growth and mortality can be combined with life-history theory to model plastic responses in age and size at maturity under varying resource conditions. The new growth model (MGM) was implemented to account for the trade-off between somatic maintenance and growth. It was also investigated how life-history models that predict the occurrence of maturity are affected by the presence of an overhead threshold, a minimum size that organisms must reach in order to mature and exceed in order to reproduce. It was found that the existence of an overhead threshold, that previously has been considered to be a crucial assumption for predicting realistic reaction norms for age and size at maturity, may not be crucial after all.

In the final context (Paper V), a model was developed for bioaccumulation of toxicants and their effects on survival rates, fertilities, age structure and population growth in marine mammals. Allometric scaling of biological rates were applied in the parametrisation of the model. The model was successfully calibrated and validated against empirical data for Baltic grey seals affected by PCB. The model could demonstrate that decreased female fertility (caused by a toxicant) may considerably increase bioaccumulation of the toxicant due to decreased offload from females to offspring.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2024. p. 68
Series
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2400
Keywords
Metabolism, Metabolic rate, Allometric scaling, Somatic maintenance, Ontogenetic growth, Growth model, Food restriction, Insects, Life-history traits, Age at maturity, Size at maturity, Bioaccumulation, Toxicokinetics, Toxicodynamics, Population dynamics, Marine mammals
National Category
Ecology
Identifiers
urn:nbn:se:liu:diva-207620 (URN)10.3384/9789180757379 (DOI)9789180757362 (ISBN)9789180757379 (ISBN)
Public defence
2024-10-11, G110, G Building, University of Skövde, Skövde, 09:15 (English)
Opponent
Supervisors
Note

Funding agencies: The Swedish research council, grant number 2018-05523, Viltforskningsanslaget, Swedish Environmental Protection Agency, and the BONUS program BaltHealth (Art. 185).

2024-09-16: The thesis was first published online. The online published version reflects the printed version.

2024-09-30: The thesis was updated with an errata list which is also downloadable from the DOI landing page. Before this date the PDF has been downloaded 37 times.

Available from: 2024-09-16 Created: 2024-09-16 Last updated: 2024-09-30Bibliographically approved

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Mauritsson, KarlJonsson, Tomas

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