Astrocyte - neuron lactate shuttle may boost more ATP supply to the neuron under hypoxic conditions - in silico study supported by in vitro expression data

BackgroundNeuro-glial interactions are important for normal functioning of the brain as well as brain energy metabolism. There are two major working models - in the classical view, both neurons and astrocytes can utilize glucose as the energy source through oxidative metabolism, whereas in the astrocyte-neuron lactate shuttle hypothesis (ANLSH) it is the astrocyte which can consume glucose through anaerobic glycolysis to pyruvate and then to lactate, and this lactate is secreted to the extracellular space to be taken up by the neuron for further oxidative degradation.ResultsIn this computational study, we have included hypoxia-induced genetic regulation of these enzymes and transporters, and analyzed whether the ANLSH model can provide an advantage to either cell type in terms of supplying the energy demand. We have based this module on our own experimental analysis of hypoxia-dependent regulation of transcription of key metabolic enzymes. Using this experimentation-supported in silico modeling, we show that under both normoxic and hypoxic conditions in a given time period ANLSH model does indeed provide the neuron with more ATP than in the classical view.ConclusionsAlthough the ANLSH is energetically more favorable for the neuron, it is not the case for the astrocyte in the long term. Considering the fact that astrocytes are more resilient to hypoxia, we would propose that there is likely a switch between the two models, based on the energy demand of the neuron, so as to maintain the survival of the neuron under hypoxic or glucose-and-oxygen-deprived conditions.

[1]  A. Halestrap,et al.  The Plasma Membrane Lactate Transporter MCT4, but Not MCT1, Is Up-regulated by Hypoxia through a HIF-1α-dependent Mechanism* , 2006, Journal of Biological Chemistry.

[2]  S. Moncada,et al.  The bioenergetic and antioxidant status of neurons is controlled by continuous degradation of a key glycolytic enzyme by APC/C–Cdh1 , 2009, Nature Cell Biology.

[3]  Aleksander S Popel,et al.  A computational model of intracellular oxygen sensing by hypoxia-inducible factor HIF1α , 2006, Journal of Cell Science.

[4]  P. Canioni,et al.  Glucose and Lactate Metabolism in C6 Glioma Cells: Evidence for the Preferential Utilization of Lactate for Cell Oxidative Metabolism , 1998, Developmental Neuroscience.

[5]  D. Rossi,et al.  Astrocyte metabolism and signaling during brain ischemia , 2007, Nature Neuroscience.

[6]  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.

[7]  G. Semenza Hypoxia-Inducible Factor 1: Control of Oxygen Homeostasis in Health and Disease , 2001, Pediatric Research.

[8]  Allan I. Pack,et al.  The energy hypothesis of sleep revisited , 2008, Progress in Neurobiology.

[9]  Peter Lipton,et al.  Do active cerebral neurons really use lactate rather than glucose? , 2001, Trends in Neurosciences.

[10]  K. Oyanagi,et al.  Degeneration of Astrocytic Processes and Their Mitochondria in Cerebral Cortical Regions Peripheral to the Cortical Infarction: Heterogeneity of Their Disintegration Is Closely Associated With Disseminated Selective Neuronal Necrosis and Maturation of Injury , 2009, Stroke.

[11]  I. Kurnaz,et al.  An in silico model for HIF‐α regulation and hypoxia response in tumor cells , 2007 .

[12]  L. Sokoloff,et al.  Dichloroacetate effects on glucose and lactate oxidation by neurons and astroglia in vitro and on glucose utilization by brain in vivo , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[13]  O. Porras,et al.  Glutamate Triggers Rapid Glucose Transport Stimulation in Astrocytes as Evidenced by Real-Time Confocal Microscopy , 2003, The Journal of Neuroscience.

[14]  R G Shulman,et al.  Energy on Demand , 1999, Science.

[15]  Shaoqun Zeng,et al.  Dynamic analysis of optimality in myocardial energy metabolism under normal and ischemic conditions , 2006, Molecular systems biology.

[16]  Á. Almeida,et al.  Oxygen and glucose deprivation induces mitochondrial dysfunction and oxidative stress in neurones but not in astrocytes in primary culture , 2002, Journal of neurochemistry.

[17]  L. Gladden Lactate metabolism: a new paradigm for the third millennium , 2004, The Journal of physiology.

[18]  김삼묘,et al.  “Bioinformatics” 특집을 내면서 , 2000 .

[19]  P. Magistretti,et al.  Cellular mechanisms of brain energy metabolism and their relevance to functional brain imaging. , 1999, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[20]  Lufang Zhou,et al.  Mechanistic model of cardiac energy metabolism predicts localization of glycolysis to cytosolic subdomain during ischemia. , 2005, American journal of physiology. Heart and circulatory physiology.

[21]  T. Esmaeilpour,et al.  Glucose affects monocarboxylate cotransporter (MCT) 1 expression during mouse preimplantation development. , 2006, Reproduction.

[22]  Neil Swainston,et al.  Towards a genome-scale kinetic model of cellular metabolism , 2010, BMC Systems Biology.

[23]  K. Jungermann,et al.  Cross-talk between the signals hypoxia and glucose at the glucose response element of the L-type pyruvate kinase gene. , 2001, Endocrinology.

[24]  M. L. Kurnaz,et al.  Cytoplasmic‐to‐nuclear volume ratio affects AP‐1 complex formation as an indicator of cell cycle responsiveness , 2005, FEBS letters.

[25]  P. Magistretti,et al.  Activity‐dependent regulation of energy metabolism by astrocytes: An update , 2007, Glia.

[26]  Silvia Mangia,et al.  The in vivo neuron‐to‐astrocyte lactate shuttle in human brain: evidence from modeling of measured lactate levels during visual stimulation , 2009, Journal of neurochemistry.

[27]  D. Kaufer,et al.  Evidence for the Mitochondrial Lactate Oxidation Complex in Rat Neurons: Demonstration of an Essential Component of Brain Lactate Shuttles , 2008, PloS one.

[28]  G. Dienel,et al.  Glucose and lactate metabolism during brain activation , 2001, Journal of neuroscience research.

[29]  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.

[30]  Jan W. P. Kuiper,et al.  Creatine kinase B deficient neurons exhibit an increased fraction of motile mitochondria , 2008, BMC Neuroscience.

[31]  N. Price,et al.  The proton-linked monocarboxylate transporter (MCT) family: structure, function and regulation. , 1999, The Biochemical journal.

[32]  E. Gilles,et al.  Modeling the electron transport chain of purple non-sulfur bacteria , 2008, Molecular systems biology.

[33]  J. Martiel,et al.  A glia–neuron alanine/ammonium shuttle is central to energy metabolism in bee retina , 2008, The Journal of physiology.

[34]  Pierre J Magistretti,et al.  Brain lactate kinetics: Modeling evidence for neuronal lactate uptake upon activation. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[35]  I. S. Wood,et al.  Hypoxia stimulates lactate release and modulates monocarboxylate transporter (MCT1, MCT2, and MCT4) expression in human adipocytes , 2010, Pflügers Archiv - European Journal of Physiology.

[36]  Mudita Singhal,et al.  COPASI - a COmplex PAthway SImulator , 2006, Bioinform..