A mathematical model of calcium dynamics: Obesity and mitochondria-associated ER membranes
Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca2+, and mitochondria, an important source of adenosine triphosphate...
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Published in | PLoS computational biology Vol. 15; no. 8; p. e1006661 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
United States
Public Library of Science
01.08.2019
Public Library of Science (PLoS) |
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Online Access | Get full text |
ISSN | 1553-7358 1553-734X 1553-7358 |
DOI | 10.1371/journal.pcbi.1006661 |
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Abstract | Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca2+, and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell's cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca2+ dynamics as they provide hubs for direct Ca2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca2+ dynamics on global Ca2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca2+ concentration at a lower stimulus concentration, compared to cells from healthy mice. |
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AbstractList | Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca2+, and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell's cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca2+ dynamics as they provide hubs for direct Ca2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca2+ dynamics on global Ca2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca2+ concentration at a lower stimulus concentration, compared to cells from healthy mice. Multiple cellular organelles tightly orchestrate intracellular calcium (Ca 2+ ) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca 2+ , and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell’s cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca 2+ dynamics as they provide hubs for direct Ca 2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca 2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca 2+ dynamics on global Ca 2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca 2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca 2+ concentration at a lower stimulus concentration, compared to cells from healthy mice. It is well known that intracellular Ca 2+ oscillations carry encoded signals in their amplitude and frequency to regulate various cellular processes, and accumulating evidence supports the importance of the interplay between the ER and mitochondria in cellular Ca 2+ homeostasis. Miscommunications between the organelles may be involved in the development of metabolic diseases. Based on a recent experimental study that spotlighted a correlation between obesity and physical interactions of the ER and mitochondria in mouse hepatic cells, we constructed a mathematical model as a tool to probe the effects of the cellular changes linked with obesity on global cellular Ca 2+ dynamics. Our model successfully reproduced the experimental study that observed a positive correlation between an increase in ER-mitochondrial junctions and the magnitude of mitochondrial Ca 2+ responses. We postulate that hepatic cells from lean animals exhibit Ca 2+ oscillations that are more robust under higher concentrations of stimulus, compared to cells from obese animals. Multiple cellular organelles tightly orchestrate intracellular calcium (Ca.sup.2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca.sup.2+, and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell's cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca.sup.2+ dynamics as they provide hubs for direct Ca.sup.2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca.sup.2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca.sup.2+ dynamics on global Ca.sup.2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca.sup.2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca.sup.2+ concentration at a lower stimulus concentration, compared to cells from healthy mice. Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca2+, and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell's cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca2+ dynamics as they provide hubs for direct Ca2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca2+ dynamics on global Ca2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca2+ concentration at a lower stimulus concentration, compared to cells from healthy mice.Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay between the endoplasmic reticulum (ER), a major store of intracellular Ca2+, and mitochondria, an important source of adenosine triphosphate (ATP), has been the subject of much research, as their dysfunction has been linked with metabolic diseases. Interestingly, throughout the cell's cytosolic domain, these two organelles share common microdomains called mitochondria-associated ER membranes (MAMs), where their membranes are in close apposition. The role of MAMs is critical for intracellular Ca2+ dynamics as they provide hubs for direct Ca2+ exchange between the organelles. A recent experimental study reported correlation between obesity and MAM formation in mouse liver cells, and obesity-related cellular changes that are closely associated with the regulation of Ca2+ dynamics. We constructed a mathematical model to study the effects of MAM Ca2+ dynamics on global Ca2+ activities. Through a series of model simulations, we investigated cellular mechanisms underlying the altered Ca2+ dynamics in the cells under obesity. We predict that, as the dosage of stimulus gradually increases, liver cells from obese mice will reach the state of saturated cytosolic Ca2+ concentration at a lower stimulus concentration, compared to cells from healthy mice. |
Audience | Academic |
Author | Han, Jung Min Periwal, Vipul |
AuthorAffiliation | Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, United States of America University of Auckland, UNITED STATES |
AuthorAffiliation_xml | – name: University of Auckland, UNITED STATES – name: Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, United States of America |
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BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31437152$$D View this record in MEDLINE/PubMed |
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Snippet | Multiple cellular organelles tightly orchestrate intracellular calcium (Ca2+) dynamics to regulate cellular activities and maintain homeostasis. The interplay... Multiple cellular organelles tightly orchestrate intracellular calcium (Ca.sup.2+) dynamics to regulate cellular activities and maintain homeostasis. The... Multiple cellular organelles tightly orchestrate intracellular calcium (Ca 2+ ) dynamics to regulate cellular activities and maintain homeostasis. The... |
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SubjectTerms | Adenosine triphosphate Adenosine Triphosphate - metabolism Analysis Animals Apposition ATP Biology and Life Sciences Calcium Calcium (intracellular) Calcium (Nutrient) Calcium ions Calcium Signaling - physiology Calcium signalling Chemical kinetics Computational Biology Computer Simulation Correlation analysis Diabetes Dynamics Endoplasmic reticulum Endoplasmic Reticulum - metabolism Hepatocytes Hepatocytes - metabolism Homeostasis Humans Inositol Phosphates - metabolism Insulin resistance Intracellular Investigations Kidney diseases Laboratories Liver Mathematical analysis Mathematical Concepts Mathematical models Medicine and Health Sciences Membranes Metabolic disorders Metabolic Networks and Pathways Mice Mitochondria Mitochondria - metabolism Mitochondria, Liver - metabolism Mitochondrial membrane Models, Biological Obesity Obesity - metabolism Organelles Research and Analysis Methods Sarcoplasmic Reticulum Calcium-Transporting ATPases - metabolism |
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Title | A mathematical model of calcium dynamics: Obesity and mitochondria-associated ER membranes |
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