Determinants of Brain Cell Metabolic Phenotypes and Energy Substrate Utilization Unraveled with a Modeling Approach

Although all brain cells bear in principle a comparable potential in terms of energetics, in reality they exhibit different metabolic profiles. The specific biochemical characteristics explaining such disparities and their relative importance are largely unknown. Using a modeling approach, we show that modifying the kinetic parameters of pyruvate dehydrogenase and mitochondrial NADH shuttling within a realistic interval can yield a striking switch in lactate flux direction. In this context, cells having essentially an oxidative profile exhibit pronounced extracellular lactate uptake and consumption. However, they can be turned into cells with prominent aerobic glycolysis by selectively reducing the aforementioned parameters. In the case of primarily oxidative cells, we also examined the role of glycolysis and lactate transport in providing pyruvate to mitochondria in order to sustain oxidative phosphorylation. The results show that changes in lactate transport capacity and extracellular lactate concentration within the range described experimentally can sustain enhanced oxidative metabolism upon activation. Such a demonstration provides key elements to understand why certain brain cell types constitutively adopt a particular metabolic profile and how specific features can be altered under different physiological and pathological conditions in order to face evolving energy demands.

[1]  S. Rapoport,et al.  Maturation‐dependent changes of the rabbit reticulocyte energy metabolism , 1989, FEBS letters.

[2]  H. Heinze,et al.  Cytosolic Ca2+ regulates the energization of isolated brain mitochondria by formation of pyruvate through the malate-aspartate shuttle. , 2012, The Biochemical journal.

[3]  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.

[4]  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.

[5]  P. Magistretti,et al.  Metabolic compartmentalization in the human cortex and hippocampus: evidence for a cell- and region-specific localization of lactate dehydrogenase 5 and pyruvate dehydrogenase , 2007, BMC Neuroscience.

[6]  Luc Pellerin,et al.  Competition between glucose and lactate as oxidative energy substrates in both neurons and astrocytes: a comparative NMR study , 2006, The European journal of neuroscience.

[7]  Weizhao Zhao,et al.  Spectroscopic studies of mitochondrial NADH fluorescence signals in brain slices , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[8]  H. Hydén,et al.  A KINETIC STUDY OF THE NEURON-GLIA RELATIONSHIP , 1962, The Journal of cell biology.

[9]  M. V. Vander Heiden,et al.  Aerobic glycolysis: meeting the metabolic requirements of cell proliferation. , 2011, Annual review of cell and developmental biology.

[10]  G. Brooks,et al.  Cell–cell and intracellular lactate shuttles , 2009, The Journal of physiology.

[11]  A. Barber,et al.  Energy sources for glutamate neurotransmission in the retina: absence of the aspartate/glutamate carrier produces reliance on glycolysis in glia , 2007, Journal of neurochemistry.

[12]  Pierre J Magistretti,et al.  In Vivo Evidence for Lactate as a Neuronal Energy Source , 2011, The Journal of Neuroscience.

[13]  S. Goldman,et al.  The Transcriptome and Metabolic Gene Signature of Protoplasmic Astrocytes in the Adult Murine Cortex , 2007, The Journal of Neuroscience.

[14]  Laura Contreras,et al.  Calcium Signaling in Brain Mitochondria , 2009, Journal of Biological Chemistry.

[15]  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.

[16]  O. Warburg [Origin of cancer cells]. , 1956, Oncologia.

[17]  L. Felipe Barros,et al.  Why glucose transport in the brain matters for PET , 2005, Trends in Neurosciences.

[18]  J. Tapia,et al.  Glucose Transporter 1 and Monocarboxylate Transporters 1, 2, and 4 Localization within the Glial Cells of Shark Blood-Brain-Barriers , 2012, PloS one.

[19]  P. Hall,et al.  Metabolism of round spermatids from rats: lactate as the preferred substrate. , 1982, Biology of reproduction.

[20]  Andrei G. Vlassenko,et al.  Regional aerobic glycolysis in the human brain , 2010, Proceedings of the National Academy of Sciences.

[21]  J. Ramirez,et al.  When the brain goes diving: glial oxidative metabolism may confer hypoxia tolerance to the seal brain , 2009, Neuroscience.

[22]  L. Pellerin,et al.  Nitric oxide induces the expression of the monocarboxylate transporter MCT4 in cultured astrocytes by a cGMP‐independent transcriptional activation , 2011, Glia.

[23]  P. Magistretti,et al.  Selective Distribution of Lactate Dehydrogenase Isoenzymes in Neurons and Astrocytes of Human Brain , 1996, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[24]  Tamara Sotelo-Hitschfeld,et al.  High Resolution Measurement of the Glycolytic Rate , 2010, Front. Neuroenerg..

[25]  M. McKenna,et al.  Kinetic Parameters and Lactate Dehydrogenase Isozyme Activities Support Possible Lactate Utilization by Neurons , 2007, Neurochemical Research.

[26]  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.

[27]  Garnette R Sutherland,et al.  The human brain utilizes lactate via the tricarboxylic acid cycle: a 13C-labelled microdialysis and high-resolution nuclear magnetic resonance study. , 2009, Brain : a journal of neurology.

[28]  O. Feron,et al.  Lactate shuttles at a glance: from physiological paradigms to anti-cancer treatments , 2011, Disease Models & Mechanisms.

[29]  L. Barros,et al.  An enquiry into metabolite domains. , 2007, Biophysical journal.

[30]  D. Leibfritz,et al.  NMR spectroscopic study on the metabolic fate of [3‐13C]alanine in astrocytes, neurons, and cocultures: Implications for glia‐neuron interactions in neurotransmitter metabolism , 2000, Glia.

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

[32]  M. Tsacopoulos,et al.  The nutritive function of glia is regulated by signals released by neurons , 1997, Glia.

[33]  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.

[34]  S. Marie,et al.  Metabolism and Brain Cancer , 2011, Clinics.

[35]  Pierre J Magistretti,et al.  Sweet Sixteen for ANLS , 2012, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[36]  M. Rigoulet,et al.  The Warburg and Crabtree effects: On the origin of cancer cell energy metabolism and of yeast glucose repression. , 2011, Biochimica et biophysica acta.

[37]  Pierre J Magistretti,et al.  Lactate is a Preferential Oxidative Energy Substrate over Glucose for Neurons in Culture , 2003, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[38]  M. Mintun,et al.  Nonoxidative glucose consumption during focal physiologic neural activity. , 1988, Science.

[39]  G. S. Wilson,et al.  A Temporary Local Energy Pool Coupled to Neuronal Activity: Fluctuations of Extracellular Lactate Levels in Rat Brain Monitored with Rapid‐Response Enzyme‐Based Sensor , 1997, Journal of neurochemistry.

[40]  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.

[41]  Beatriz Pardo,et al.  Mitochondrial transporters as novel targets for intracellular calcium signaling. , 2007, Physiological reviews.

[42]  L. Cantley,et al.  Understanding the Warburg Effect: The Metabolic Requirements of Cell Proliferation , 2009, Science.

[43]  P. Hrdina Basic Neurochemistry: Molecular, Cellular and Medical Aspects. , 1996 .

[44]  Robert A. Harris,et al.  Phosphorylation status of pyruvate dehydrogenase distinguishes metabolic phenotypes of cultured rat brain astrocytes and neurons , 2010, Glia.

[45]  P. Devilee,et al.  The Warburg effect in 2012 , 2012, Current opinion in oncology.

[46]  H. Lilie,et al.  Direct kinetic evidence for half-of-the-sites reactivity in the E1 component of the human pyruvate dehydrogenase multienzyme complex through alternating sites cofactor activation. , 2006, Biochemistry.

[47]  K. Petersen,et al.  The Contribution of Blood Lactate to Brain Energy Metabolism in Humans Measured by Dynamic 13C Nuclear Magnetic Resonance Spectroscopy , 2010, The Journal of Neuroscience.

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

[49]  R. C. Nielsen,et al.  The acute action of ammonia on rat brain metabolism in vivo. , 1973, The Biochemical journal.

[50]  A. Nehlig,et al.  Selective Uptake of [14C]2-Deoxyglucose by Neurons and Astrocytes: High-Resolution Microautoradiographic Imaging by Cellular 14C-Trajectography Combined with Immunohistochemistry , 2004, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[51]  H. Hydén,et al.  INVERSE ENZYMATIC CHANGES IN NEURONS AND GLIA DURING INCREASED FUNCTION AND HYPOXIA , 1963, The Journal of cell biology.

[52]  J. Albeck,et al.  Imaging cytosolic NADH-NAD(+) redox state with a genetically encoded fluorescent biosensor. , 2011, Cell metabolism.

[53]  J. Rathmell,et al.  Glucose metabolism in lymphocytes is a regulated process with significant effects on immune cell function and survival , 2008, Journal of leukocyte biology.

[54]  Oliver von Ahsen,et al.  Global Transcriptome Analysis of Genetically Identified Neurons in the Adult Cortex , 2006, The Journal of Neuroscience.

[55]  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.

[56]  Avital Schurr,et al.  Lactate: The Ultimate Cerebral Oxidative Energy Substrate? , 2006, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[57]  M. Toner,et al.  Metabolic restructuring during energy-limited states: insights from Artemia franciscana embryos and other animals. , 2011, Journal of insect physiology.

[58]  Pierre J Magistretti,et al.  Glutamate Transport Decreases Mitochondrial pH and Modulates Oxidative Metabolism in Astrocytes , 2011, The Journal of Neuroscience.

[59]  Keiko Kobayashi,et al.  Developmental changes in the Ca2+-regulated mitochondrial aspartate-glutamate carrier aralar1 in brain and prominent expression in the spinal cord. , 2003, Brain research. Developmental brain research.

[60]  Garnette Roy Sutherland,et al.  13C-Labeled substrates and the cerebral metabolic compartmentalization of acetate and lactate , 2003, Brain Research.

[61]  P. Magistretti,et al.  Ampakine™ CX546 bolsters energetic response of astrocytes: a novel target for cognitive‐enhancing drugs acting as α‐amino‐3‐hydroxy‐5‐methyl‐4‐isoxazolepropionic acid (AMPA) receptor modulators , 2005, Journal of neurochemistry.

[62]  Y. Xing,et al.  A Transcriptome Database for Astrocytes, Neurons, and Oligodendrocytes: A New Resource for Understanding Brain Development and Function , 2008, The Journal of Neuroscience.

[63]  J. Soengas,et al.  Involvement of lactate in glucose metabolism and glucosensing function in selected tissues of rainbow trout , 2008, Journal of Experimental Biology.

[64]  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.

[65]  L. Pellerin,et al.  Linking supply to demand: the neuronal monocarboxylate transporter MCT2 and the α‐amino‐3‐hydroxyl‐5‐methyl‐4‐isoxazole‐propionic acid receptor GluR2/3 subunit are associated in a common trafficking process , 2009, The European journal of neuroscience.