Ménage à Trois: The Role of Neurotransmitters in the Energy Metabolism of Astrocytes, Glutamatergic, and GABAergic Neurons

This work is a computational study based on a new detailed metabolic network model comprising well-mixed compartments representing separate cytosol and mitochondria of astrocytes, glutamatergic and gamma aminobutyric acid (GABA)ergic neurons, communicating through an extracellular space compartment and fed by arterial blood flow. Our steady-state analysis assumes statistical mass balance of both carbons and amino groups. The study is based on Bayesian flux balance analysis, which uses Markov chain Monte Carlo sampling techniques and provides a quantitative description of steady states when the two exchangers aspartate-glutamate carrier (AGC1) and oxoglutarate carrier (OGC) in the malate-aspartate shuttle in astrocyte are not in equilibrium, as recent studies suggest. It also highlights the importance of anaplerotic reactions, pyruvate carboxylase in astrocyte and malic enzyme in neurons, for neurotransmitter synthesis and recycling. The model is unbiased with respect to the glucose partitioning between cell types, and shows that determining the partitioning cannot be done by stoichiometric constraints alone. Furthermore, the intercellular lactate trafficking is found to depend directly on glucose partitioning, suggesting that a steady state may support different scenarios. At inhibitory steady state, characterized by high rate of GABA release, there is elevated oxidative activity in astrocyte, not in response to specific energetic needs.

[1]  P. Magistretti,et al.  Glutamate uptake into astrocytes stimulates aerobic glycolysis: a mechanism coupling neuronal activity to glucose utilization. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[2]  Daniela Calvetti,et al.  Bayesian flux balance analysis applied to a skeletal muscle metabolic model. , 2007, Journal of theoretical biology.

[3]  Shizhe Li,et al.  Quantification of cortical GABA-glutamine cycling rate using in vivo magnetic resonance signal of [2-13C]GABA derived from glia-specific substrate [2-13C]acetate , 2007, Neurochemistry International.

[4]  A. Schousboe,et al.  Metabolism of Lactate in Cultured GABAergic Neurons Studied by 13C Nuclear Magnetic Resonance Spectroscopy , 1998, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[5]  A. Gjedde,et al.  4.4 Coupling of Brain Function to Metabolism: Evaluation of Energy Requirements , 2007 .

[6]  A. Aubert,et al.  Interaction between Astrocytes and Neurons Studied using a Mathematical Model of Compartmentalized Energy Metabolism , 2005, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[7]  Daniela Calvetti,et al.  Energetics of Inhibition: Insights with a Computational Model of the Human GABAergic Neuron–Astrocyte Cellular Complex , 2010, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[8]  K. Petersen,et al.  Astroglial Contribution to Brain Energy Metabolism in Humans Revealed by 13C Nuclear Magnetic Resonance Spectroscopy: Elucidation of the Dominant Pathway for Neurotransmitter Glutamate Repletion and Measurement of Astrocytic Oxidative Metabolism , 2002, The Journal of Neuroscience.

[9]  Mauro DiNuzzo,et al.  Response to ‘Comment on Recent Modeling Studies of Astrocyte—Neuron Metabolic Interactions’: Much ado about Nothing , 2011, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[10]  Daniela Calvetti,et al.  Metabolica: A statistical research tool for analyzing metabolic networks , 2010, Comput. Methods Programs Biomed..

[11]  K. Uğurbil,et al.  A mathematical model of compartmentalized neurotransmitter metabolism in the human brain. , 2001, American journal of physiology. Endocrinology and metabolism.

[12]  A. Schousboe,et al.  Demonstration of Neuron-Glia Transfer of Precursors for Gaba Biosynthesis in a Co-Culture System of Dissociated Mouse Cerebral Cortex , 2008, Neurochemical Research.

[13]  John P. Lowry,et al.  An integrative dynamic model of brain energy metabolism using in vivo neurochemical measurements , 2009, Journal of Computational Neuroscience.

[14]  J. Meldolesi,et al.  Astrocytes, from brain glue to communication elements: the revolution continues , 2005, Nature Reviews Neuroscience.

[15]  Miguel Garzón,et al.  Brain Glutamine Synthesis Requires Neuronal-Born Aspartate as Amino Donor for Glial Glutamate Formation , 2011, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[16]  Daniela Calvetti,et al.  Large-Scale Statistical Parameter Estimation in Complex Systems with an Application to Metabolic Models , 2006, Multiscale Model. Simul..

[17]  Mauro DiNuzzo,et al.  Changes in Glucose Uptake Rather than Lactate Shuttle Take Center Stage in Subserving Neuroenergetics: Evidence from Mathematical Modeling , 2010, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[18]  Daniela Calvetti,et al.  Dynamic activation model for a glutamatergic neurovascular unit. , 2011, Journal of theoretical biology.

[19]  M. McKenna The glutamate‐glutamine cycle is not stoichiometric: Fates of glutamate in brain , 2007, Journal of neuroscience research.

[20]  Daniela Calvetti,et al.  Astrocytes as the glucose shunt for glutamatergic neurons at high activity: an in silico study. , 2009, Journal of neurophysiology.

[21]  S. Laughlin,et al.  An Energy Budget for Signaling in the Grey Matter of the Brain , 2001, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[22]  R. Shulman,et al.  Stoichiometric coupling of brain glucose metabolism and glutamatergic neuronal activity. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[23]  J. Shen Determination of the rate of the glutamate-glutamine cycle in human brain by in vivo ^ C NMR , 1999 .

[24]  B. Hassel,et al.  Carboxylation and anaplerosis in neurons and glia , 2000, Molecular Neurobiology.

[25]  A. Schousboe,et al.  Pyruvate Carboxylase Activity in Primary Cultures of Astrocytes and Neurons , 1983, Journal of neurochemistry.

[26]  R. Shulman,et al.  The contribution of GABA to glutamate/glutamine cycling and energy metabolism in the rat cortex in vivo. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[27]  A. Schousboe,et al.  Complex Glutamate Labeling from [U-13C]glucose or [U-13C]lactate in Co-cultures of Cerebellar Neurons and Astrocytes , 2007, Neurochemical Research.

[28]  A. Schousboe,et al.  The glutamate/GABA‐glutamine cycle: aspects of transport, neurotransmitter homeostasis and ammonia transfer , 2006, Journal of neurochemistry.

[29]  Albert Gjedde,et al.  Oxidative and Nonoxidative Metabolism of Excited Neurons and Astrocytes , 2002, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[30]  A. Schousboe,et al.  1 Glutamine, Glutamate, and GABA: Metabolic Aspects , 2007 .

[31]  Leif Hertz,et al.  Bioenergetics of cerebral ischemia: A cellular perspective , 2008, Neuropharmacology.

[32]  Albert Gjedde,et al.  Neuronal–Glial Glucose Oxidation and Glutamatergic–GABAergic Function , 2006, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[33]  Pierre J Magistretti,et al.  Food for Thought: Challenging the Dogmas , 2003, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[34]  E. Roberts,et al.  Energy Substrates for Neurons during Neural Activity: A Critical Review of the Astrocyte-Neuron Lactate Shuttle Hypothesis , 2003, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[35]  A. Sweatt,et al.  Mitochondrial transport proteins of the brain , 2007, Journal of Neuroscience Research.

[36]  Liang Peng,et al.  Energy Metabolism in Astrocytes: High Rate of Oxidative Metabolism and Spatiotemporal Dependence on Glycolysis/Glycogenolysis , 2007, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[37]  R. Gruetter,et al.  Neuroglial Metabolism in the Awake Rat Brain: CO2 Fixation Increases with Brain Activity , 2004, The Journal of Neuroscience.

[38]  R. Shulman,et al.  Determination of the rate of the glutamate/glutamine cycle in the human brain by in vivo 13C NMR. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[39]  Pierre J Magistretti,et al.  Comment on Recent Modeling Studies of Astrocyte–Neuron Metabolic Interactions , 2010, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[40]  S. Vannucci,et al.  Supply and Demand in Cerebral Energy Metabolism: The Role of Nutrient Transporters , 2007, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[41]  B. Hamprecht,et al.  Purification of Cytosolic Malic Enzyme from Bovine Brain, Generation of Monoclonal Antibodies, and Immunocytochemical Localization of the Enzyme in Glial Cells of Neural Primary Cultures , 1993, Journal of neurochemistry.

[42]  Leif Hertz,et al.  Brain Glutamine Synthesis Requires Neuronal Aspartate: A Commentary , 2011, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.