Energetics of neuronal signaling and fMRI activity

Energetics of resting and evoked fMRI signals were related to localized ensemble firing rates (ν) measured by electrophysiology in rats. Two different unstimulated, or baseline, states were established by anesthesia. Halothane and α-chloralose established baseline states of high and low energy, respectively, in which forepaw stimulation excited the contralateral primary somatosensory cortex (S1). With α-chloralose, forepaw stimulation induced strong and reproducible fMRI activations in the contralateral S1, where the ensemble firing was dominated by slow signaling neurons (SSN; ν range of 1–13 Hz). Under halothane, weaker and less reproducible fMRI activations were observed in the contralateral S1 and elsewhere in the cortex, but ensemble activity in S1 was dominated by rapid signaling neurons (RSN; ν range of 13–40 Hz). For both baseline states, the RSN activity (i.e., higher frequencies, including the γ band) did not vary upon stimulation, whereas the SSN activity (i.e., α band and lower frequencies) did change. In the high energy baseline state, a large majority of total oxidative energy [cerebral metabolic rate of oxygen consumption (CMRO2)] was devoted to RSN activity, whereas in the low energy baseline state, it was roughly divided between SSN and RSN activities. We hypothesize that in the high energy baseline state, the evoked changes in fMRI activation in areas beyond S1 are supported by rich intracortical interactions represented by RSN. We discuss implications for interpreting fMRI data where stimulus-specific ΔCMRO2 is generally small compared with baseline CMRO2.

[1]  Brian N. Pasley,et al.  Analysis of oxygen metabolism implies a neural origin for the negative BOLD response in human visual cortex , 2007, NeuroImage.

[2]  Robert G. Shulman,et al.  A BOLD search for baseline , 2007, NeuroImage.

[3]  Mathias Hoehn,et al.  Differential Effects of NMDA and AMPA Glutamate Receptors on Functional Magnetic Resonance Imaging Signals and Evoked Neuronal Activity during Forepaw Stimulation of the Rat , 2006, The Journal of Neuroscience.

[4]  B. Whitsel,et al.  Activation of cat SII cortex by flutter stimulation of contralateral vs. ipsilateral forepaws , 2006, Brain Research.

[5]  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.

[6]  Jun Shen,et al.  Metabolic alterations in focally activated primary somatosensory cortex of α-chloralose-anesthetized rats measured by 1H MRS at 11.7 T , 2005, NeuroImage.

[7]  V Sturm,et al.  Propofol attenuates responses of the auditory cortex to acoustic stimulation in a dose‐dependent manner: A FMRI study , 2005, Acta anaesthesiologica Scandinavica.

[8]  Leslie S. Prichep,et al.  The Anesthetic Cascade: A Theory of How Anesthesia Suppresses Consciousness , 2005, Anesthesiology.

[9]  F. Gyulai,et al.  Anesthetics and cerebral metabolism , 2004, Current opinion in anaesthesiology.

[10]  R. Buxton,et al.  Coupling of cerebral blood flow and oxygen consumption during physiological activation and deactivation measured with fMRI , 2004, NeuroImage.

[11]  Fahmeed Hyder,et al.  Energetic basis of brain activity: implications for neuroimaging , 2004, Trends in Neurosciences.

[12]  H. Merkle,et al.  Functional MRI of the rodent somatosensory pathway using multislice echo planar imaging , 2004, Magnetic resonance in medicine.

[13]  G. Buzsáki,et al.  Neuronal Oscillations in Cortical Networks , 2004, Science.

[14]  C J Fiebach,et al.  Sequential effects of propofol on functional brain activation induced by auditory language processing: an event-related functional magnetic resonance imaging study. , 2004, British journal of anaesthesia.

[15]  Maxim Volgushev,et al.  γ‐Frequency fluctuations of the membrane potential and response selectivity in visual cortical neurons , 2003, The European journal of neuroscience.

[16]  P. Lennie The Cost of Cortical Computation , 2003, Current Biology.

[17]  F. Hyder,et al.  Total neuroenergetics support localized brain activity: Implications for the interpretation of fMRI , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[18]  F. Hyder,et al.  Cerebral energetics and spiking frequency: The neurophysiological basis of fMRI , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Douglas Greve,et al.  Functional MRI detection of pharmacologically induced memory impairment , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[20]  F. Hyder,et al.  Quantitative functional imaging of the brain: towards mapping neuronal activity by BOLD fMRI , 2001, NMR in biomedicine.

[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]  D L Rothman,et al.  High-Resolution CMRO2 Mapping in Rat Cortex: A Multiparametric Approach to Calibration of BOLD Image Contrast at 7 Tesla , 2000, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[23]  G F Mason,et al.  Dependence of Oxygen Delivery on Blood Flow in Rat Brain: A 7 Tesla Nuclear Magnetic Resonance Study , 2000, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[24]  B. Antkowiak,et al.  Different actions of general anesthetics on the firing patterns of neocortical neurons mediated by the GABA(A) receptor. , 1999, Anesthesiology.

[25]  D. Contreras,et al.  Spatiotemporal Analysis of Local Field Potentials and Unit Discharges in Cat Cerebral Cortex during Natural Wake and Sleep States , 1999, The Journal of Neuroscience.

[26]  G. Lees Molecular mechanisms of anaesthesia: light at the end of the channel? , 1998, British journal of anaesthesia.

[27]  R G Shulman,et al.  Interpreting functional imaging studies in terms of neurotransmitter cycling. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[28]  M. Alkire,et al.  Quantitative EEG Correlations with Brain Glucose Metabolic Rate during Anesthesia in Volunteers , 1998, Anesthesiology.

[29]  J. Gan,et al.  Enhancement of gamma-aminobutyric acidA receptor activity by alpha-chloralose. , 1998, The Journal of pharmacology and experimental therapeutics.

[30]  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.

[31]  A. Aertsen,et al.  Spike synchronization and rate modulation differentially involved in motor cortical function. , 1997, Science.

[32]  D. Barth,et al.  Sensory-evoked high-frequency (γ-band) oscillating potentials in somatosensory cortex of the unanesthetized rat , 1997, Brain Research.

[33]  M. Kawakami,et al.  Vidarabine therapy for virus-associated cystitis after allogeneic bone marrow transplantation , 1997, Bone Marrow Transplantation.

[34]  C. Gray,et al.  Stimulus-Dependent Neuronal Oscillations and Local Synchronization in Striate Cortex of the Alert Cat , 1997, The Journal of Neuroscience.

[35]  D. Barth,et al.  Inter- and intra-hemispheric spatiotemporal organization of spontaneous electrocortical oscillations. , 1996, Journal of neurophysiology.

[36]  R. Harris,et al.  Actions of anesthetics on ligand‐gated ion channels: role of receptor subunit composition , 1995, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[37]  Daniel S. Barth,et al.  High frequency (gamma-band) oscillating potentials in rat somatosensory and auditory cortex , 1995, Brain Research.

[38]  D. Barth,et al.  Comparison of evoked potentials and high-frequency (gamma-band) oscillating potentials in rat auditory cortex. , 1995, Journal of neurophysiology.

[39]  A. Aertsen,et al.  Dynamics of neuronal interactions in monkey cortex in relation to behavioural events , 1995, Nature.

[40]  M. Ueki,et al.  Effect of alpha‐chloralose, halothane, pentobarbital and nitrous oxide anesthesia on metabolic coupling in somatosensory cortex of rat , 1992, Acta anaesthesiologica Scandinavica.

[41]  T. M. Mayhew,et al.  Anatomy of the Cortex: Statistics and Geometry. , 1991 .

[42]  W. Singer,et al.  Interhemispheric synchronization of oscillatory neuronal responses in cat visual cortex , 1991, Science.

[43]  B. Connors,et al.  Intrinsic firing patterns of diverse neocortical neurons , 1990, Trends in Neurosciences.

[44]  W. Singer,et al.  Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[45]  M. Ueki,et al.  Functional Activation of Cerebral Blood Flow and Metabolism before and after Global Ischemia of Rat Brain , 1988, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

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

[47]  R. Dudley,et al.  Influence of chloralose on brain regional glucose utilization , 1982, Brain Research.

[48]  E. D. Adrian,et al.  Afferent discharges to the cerebral cortex from peripheral sense organs , 1941, The Journal of physiology.

[49]  J. Gibbs Elementary Principles in Statistical Mechanics , 1902 .

[50]  David M Rector,et al.  Hemispheric mapping of secondary somatosensory cortex in the rat. , 2007, Journal of neurophysiology.

[51]  G. Buzsáki Rhythms of the brain , 2006 .

[52]  A. Hudetz,et al.  Behavioral and Electroencephalographic Effects of Intracerebroventricularly Infused Pentobarbital, Propofol, Fentanyl, and Midazolam , 2006 .

[53]  M. Posner,et al.  Images of mind , 1994 .

[54]  Prof. Dr. Valentino Braitenberg,et al.  Anatomy of the Cortex , 1991, Studies of Brain Function.

[55]  F. Ebner,et al.  Intracortical processes regulating the integration of sensory information. , 1990, Progress in brain research.

[56]  M. Desban,et al.  Local cerebral glucose consumption in the rat. I. Effects of halothane anesthesia , 1983, The Journal of comparative neurology.

[57]  B. Siesjö,et al.  Brain energy metabolism , 1978 .

[58]  E R JOHN,et al.  High nervous functions: brain functions and learning. , 1961, Annual review of physiology.