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      Mathematical modeling of the relocation of the divalent metal transporter DMT1 in the intestinal iron absorption process

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          Abstract

          Iron is essential for the normal development of cellular processes. This metal has a high redox potential that can damage cells and its overload or deficiency is related to several diseases, therefore it is crucial for its absorption to be highly regulated. A fast-response regulatory mechanism has been reported known as mucosal block, which allows to regulate iron absorption after an initial iron challenge. In this mechanism, the internalization of the DMT1 transporters in enterocytes would be a key factor. Two phenomenological models are proposed for the iron absorption process: DMT1’s binary switching mechanism model and DMT1’s swinging-mechanism model, which represent the absorption mechanism for iron uptake in intestinal cells. The first model considers mutually excluding processes for endocytosis and exocytosis of DMT1. The second model considers a Ball’s oscillator to represent the oscillatory behavior of DMT1’s internalization. Both models are capable of capturing the kinetics of iron absorption and represent empirical observations, but the DMT1’s swinging-mechanism model exhibits a better correlation with experimental data and is able to capture the regulatory phenomenon of mucosal block. The DMT1 swinging-mechanism model is the first phenomenological model reported to effectively represent the complexity of the iron absorption process, as it can predict the behavior of iron absorption fluxes after challenging cells with an initial dose of iron, and the reduction in iron uptake observed as a result of mucosal block after a second iron dose.

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          Most cited references57

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          Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions

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            Robust, tunable biological oscillations from interlinked positive and negative feedback loops.

            A simple negative feedback loop of interacting genes or proteins has the potential to generate sustained oscillations. However, many biological oscillators also have a positive feedback loop, raising the question of what advantages the extra loop imparts. Through computational studies, we show that it is generally difficult to adjust a negative feedback oscillator's frequency without compromising its amplitude, whereas with positive-plus-negative feedback, one can achieve a widely tunable frequency and near-constant amplitude. This tunability makes the latter design suitable for biological rhythms like heartbeats and cell cycles that need to provide a constant output over a range of frequencies. Positive-plus-negative oscillators also appear to be more robust and easier to evolve, rationalizing why they are found in contexts where an adjustable frequency is unimportant.
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              Regulation of iron transport and the role of transferrin.

              Iron is utilized by several proteins as cofactor for major biological processes. However, iron may also harm cells by catalyzing the generation of free radicals and promoting oxidative stress. Acquisition, transport, utilization and storage of iron are tightly controlled to meet physiological needs and prevent excessive accumulation of the metal within cells. Plasma transferrin has been known for years as a central player in iron metabolism, assigned to circulate iron in a soluble, non-toxic form and deliver it to the erythron and other tissues. Recent data uncovered an additional role of transferrin as an upstream regulator of hepcidin, a liver-derived peptide hormone that controls systemic iron traffic. Here, we review basic features of iron metabolism, highlighting the function of transferrin in iron transport and cellular iron uptake. We further discuss the role of hepcidin as an orchestrator of systemic iron homeostasis, and the mechanisms underlying hepcidin regulation in response to various physiological cues. Emphasis is given on the role of transferrin on iron-dependent hepcidin regulation. Transferrin exerts a crucial function in the maintenance of systemic iron homeostasis as component of a plasma iron sensing system that modulates hepcidin expression. Proper expression of transferrin and hepcidin are essential for health, and disruption of their regulatory circuits is associated with iron-related disorders. This article is part of a Special Issue entitled Transferrins: Molecular mechanisms of iron transport and disorders. Copyright © 2011. Published by Elsevier B.V.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: ValidationRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: InvestigationRole: MethodologyRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: ValidationRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                2019
                10 June 2019
                : 14
                : 6
                : e0218123
                Affiliations
                [1 ] Laboratory of Process Modeling and Distributed Computing, Department of Chemical Engineering, Biotechnology and Materials, University of Chile, Santiago, Chile
                [2 ] Centre for Biotechnology and Bioengineering, Department of Chemical Engineering, Biotechnology and Materials, University of Chile, Santiago, Chile
                [3 ] Iron and Biology of Aging Laboratory, Department of Biology, Faculty of Sciences, University of Chile, Santiago, Chile
                Northeastern University, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0002-5641-112X
                http://orcid.org/0000-0003-3584-2251
                http://orcid.org/0000-0002-7486-8537
                http://orcid.org/0000-0002-5507-8695
                Article
                PONE-D-19-02456
                10.1371/journal.pone.0218123
                6557526
                31181103
                88b3397c-6cb2-4c2f-b887-f012c5a2a632
                © 2019 Cegarra et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 25 January 2019
                : 27 May 2019
                Page count
                Figures: 7, Tables: 5, Pages: 26
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100002848, Comisión Nacional de Investigación Científica y Tecnológica;
                Award ID: 21170027
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100002848, Comisión Nacional de Investigación Científica y Tecnológica;
                Award ID: PIA FB0001 (CeBiB)
                Funded by: funder-id http://dx.doi.org/10.13039/501100002848, Comisión Nacional de Investigación Científica y Tecnológica;
                Award ID: FONDECYT 1130317
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100008736, Fondo de Fomento al Desarrollo Científico y Tecnológico;
                Award ID: FONDEF ID18I10308
                Award Recipient :
                This work was funded by FONDECYT Grant 1130317 and PIA FB0001 (CeBiB) Conicyt. The latter also funded publication costs associated to this article. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. ZPG and JCS received funds from FONDEF ID18I10308 Conicyt. LC was funded by “Programa de Doctorado Nacional de Conicyt,” Grant - 21170027.
                Categories
                Research Article
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Endocytosis
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Secretory Pathway
                Endocytosis
                Physical Sciences
                Chemistry
                Chemical Elements
                Iron
                Physical Sciences
                Chemistry
                Physical Chemistry
                Sorption
                Absorption
                Biology and Life Sciences
                Cell Biology
                Cellular Structures and Organelles
                Vesicles
                Biology and Life Sciences
                Anatomy
                Digestive System
                Gastrointestinal Tract
                Medicine and Health Sciences
                Anatomy
                Digestive System
                Gastrointestinal Tract
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Exocytosis
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Secretory Pathway
                Exocytosis
                Research and Analysis Methods
                Simulation and Modeling
                Biology and Life Sciences
                Cell Biology
                Cellular Structures and Organelles
                Cell Membranes
                Intracellular Membranes
                Custom metadata
                All relevant data are within the manuscript and its Supporting Information files.

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