Brain Imaging of Auditory Learning Functions in Rats: Studies with Fluorodeoxyglucose Autoradiography and Cytochrome Oxidase Histochemistry

For brain imaging of learning functions, the primary goal of the study is to detect learning-related changes in quantitative functional measures of neural activity. Both of the imaging techniques used in the studies reported here operate on the basis that activity of brain cells is coupled to energy metabolism. Functional changes are considered as evidence for the participation of a brain region in a learning paradigm relative to its activity in a control condition that differs only on the learned relation between the stimuli. Isolating the underlying metabolic processes contributing to the activity change related to learning is not, therefore, central to the goal of these studies. The findings presented here illustrate how an acoustic stimulus modifies the activity of the auditory system when the stimulus acquires different behavioral roles through learning. The studies also map, in detail, the rat brain to identify the learning effects of the acoustic stimulus outside the auditory system. Two learning paradigms were used: long-term habituation of the acoustic startle reflex, and differential Pavlovian conditioning of acoustic stimuli. These represent nondiscriminative and discriminative forms of auditory learning depending on the loudness or frequency of the acoustic stimuli, respectively. Brain imaging was done with two techniques recently combined and adapted to map learning effects on the same brain. They incorporate fluorodeoxyglucose autoradiography and cytochrome oxidase histochemistry as described in detail here. These mapping techniques provided functional images of how entire neural systems change, and were used to quantify relative changes in the operations of each neural system involved in the learning paradigms. Together, the experiments support the conclusion that learning-related changes in stimulus significance occur in the auditory system and influence anatomically linked structures distributed in neural systems with specific functional contributions to mediate the behavioral change produced by each specific form of learning. Functional brain imaging techniques provided a more complete picture of how the rat brain works as a unit to modify behavior during learning in the intact organism.

[1]  R. Galamboš,et al.  Electrophysiological correlates of a conditioned response in cats. , 1956, Science.

[2]  R. Lehman,et al.  Cerebral glucose utilization after aversive conditioning and during conditioned fear in the rat , 1988, Brain Research.

[3]  M. Merzenich,et al.  Functional reorganization of primary somatosensory cortex in adult owl monkeys after behaviorally controlled tactile stimulation. , 1990, Journal of neurophysiology.

[4]  A. Biegon,et al.  Quantitative histochemistry of acetylcholinesterase in rat and human brain postmortem , 1986, Journal of Neuroscience Methods.

[5]  K. Krab,et al.  Cytochrome oxidase : a synthesis , 1981 .

[6]  E. Metter,et al.  Cognitive and brain imaging measures of Alzheimer's disease , 1988, Neurobiology of Aging.

[7]  F. Sharp,et al.  Localization of [3H]2-deoxyglucose at the cellular level using freeze-dried tissue and dry-looped emulsion , 1982, Brain Research.

[8]  G. Kageyama,et al.  Laminar histochemical and cytochemical localization of cytochrome oxidase in the goldfish retina and optic tectum in response to deafferentation and during regeneration , 1988, The Journal of comparative neurology.

[9]  E. John,et al.  Double-labeled metabolic maps of memory. , 1986, Science.

[10]  J. Haxby,et al.  Relations among age, visual memory, and resting cerebral metabolism in 40 healthy men , 1986, Brain and Cognition.

[11]  J. Edeline,et al.  Thalamic short-term plasticity in the auditory system: associative returning of receptive fields in the ventral medial geniculate body. , 1991, Behavioral neuroscience.

[12]  Michael Davis CHAPTER 8 – Intrinsic and Extrinsic Mechanisms of Habituation and Sensitization: Implications for the Design and Analysis of Experiments , 1984 .

[13]  A. McIntosh,et al.  Structural modeling of functional neural pathways mapped with 2-deoxyglucose: effects of acoustic startle habituation on the auditory system , 1991, Brain Research.

[14]  L. Jen,et al.  Cytochrome oxidase activity in the rat retina following unilateral thalamic lesion , 1989, Neuroscience Letters.

[15]  M. Reivich,et al.  Functional neuroanatomy of the auditory cortex studied with [2-14C]deoxyglucose , 1981, Experimental Neurology.

[16]  D. S. Leitner,et al.  Role of the inferior colliculus in the inhibition of acoustic startle in the rat , 1985, Physiology & Behavior.

[17]  P. Room,et al.  Local cerebral glucose uptake in anatomically defined structures of freely moving rats , 1989, Journal of Neuroscience Methods.

[18]  H. Scheich,et al.  2-deoxyglucose accumulation parallels extracellularly recorded spike activity in the avian auditory neostriatum , 1984, Brain Research.

[19]  H. Scheich,et al.  Functional activity in the brain of socially deprivated rats produced by an active avoidance test after razobazam (Hoe 175) treatment: a 2-deoxyglucose study. , 1986, Behavioral and neural biology.

[20]  R. Nudo,et al.  Stimulation‐induced [14C]2‐deoxyglucose labeling of synaptic activity in the central auditory system , 1986, The Journal of comparative neurology.

[21]  F. Gonzalez-Lima Midbrain reticular stimulation produces patterns of metabolic activation and suppression in the cerebellum and vestibular nuclei: a 2-deoxyglucose study , 1987, Brain Research.

[22]  Henning Scheich,et al.  Neural substrates for tone-conditioned bradycardia demonstrated with 2-deoxyglucose. II. Auditory cortex plasticity , 1986, Behavioural Brain Research.

[23]  Henning Scheich,et al.  Classical conditioning of tone-signaled bradycardia modifies 2-deoxyglucose uptake patterns in cortex, thalamus, habenula, caudate-putamen and hippocampal formation , 1986, Brain Research.

[24]  M. Wong-Riley Changes in the visual system of monocularly sutured or enucleated cats demonstrable with cytochrome oxidase histochemistry , 1979, Brain Research.

[25]  Joseph E LeDoux,et al.  Topographic organization of neurons in the acoustic thalamus that project to the amygdala , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[26]  D. Durham,et al.  Cytochrome oxidase response to cochlea removal in chicken auditory brainstem neurons , 1990, The Journal of comparative neurology.

[27]  M. Reivich,et al.  THE [14C]DEOXYGLUCOSE METHOD FOR THE MEASUREMENT OF LOCAL CEREBRAL GLUCOSE UTILIZATION: THEORY, PROCEDURE, AND NORMAL VALUES IN THE CONSCIOUS AND ANESTHETIZED ALBINO RAT 1 , 1977, Journal of neurochemistry.

[28]  J. Kessler,et al.  PET correlates of normal and impaired memory functions. , 1992, Cerebrovascular and brain metabolism reviews.

[29]  R. Malach,et al.  Patterns of sensory intermodality relationships in the cerebral cortex of the rat , 1991, The Journal of comparative neurology.

[30]  Associative structure of differential inhibition: implications for models of conditioned inhibition. , 1991 .

[31]  A Sakaguchi,et al.  Subcortical efferent projections of the medial geniculate nucleus mediate emotional responses conditioned to acoustic stimuli , 1984, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[32]  H. Hess,et al.  Ultramicrospectrophotometric determination of cytochrome oxidase for quantitative histochemistry. , 1953, The Journal of biological chemistry.

[33]  C. M. Gibbs,et al.  Modification of the discharge of lateral geniculate neurons during visual learning , 1986, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[34]  C. Kiney,et al.  Metabolism of [14C]fluorodeoxyglucose by rat brain in vivo. , 1981, Life sciences.

[35]  B. Agranoff,et al.  A sequential double-label autoradiographic method that quantifies altered rates of regional glucose metabolism , 1985, Brain Research.

[36]  M. Wong-Riley,et al.  The relationship between CNS metabolism and cytoarchitecture: a review of 14C-deoxyglucose studies with correlation to cytochrome oxidase histochemistry. , 1989, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[37]  M. Wong-Riley,et al.  Effect of retinal impulse blockage on cytochrome oxidase-rich zones in the macaque striate cortex: I. Quantitative electron-microscopic (EM) analysis of neurons , 1989, Visual Neuroscience.

[38]  B. Reisberg,et al.  Positron emission tomography in dementia. , 1983, Advances in neurology.

[39]  Ranjan Duara,et al.  Frontal hypermetabolism and thalamic hypometabolism in a patient with abnormal orienting and retrosplenial amnesia , 1990, Neuropsychologia.

[40]  Norman M. Weinberger,et al.  Classical conditioning induces CS-specific receptive field plasticity in the auditory cortex of the guinea pig , 1990, Brain Research.

[41]  L. Heimer,et al.  Mapping of collateral projections with the HRP-method , 1977, Neuroscience Letters.

[42]  R. Ackermann,et al.  Comparison of Cerebral Glucose Metabolic Rates Measured with Fluorodeoxyglucose and Glucose Labeled in the 1, 2, 3–4, and 6 Positions Using Double Label Quantitative Digital Autoradiography , 1988, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[43]  R. Rescorla Behavioral studies of Pavlovian conditioning. , 1988, Annual review of neuroscience.

[44]  Henning Scheich,et al.  Neural substrates for tone-conditioned bradycardia demonstrated with 2-deoxyglucose. I. Activation of auditory nuclei , 1984, Behavioural Brain Research.

[45]  H. Heller,et al.  The relationship of local cerebral glucose utilization to optical density ratios , 1983, Brain Research.

[46]  Henning Scheich,et al.  Functional activation in the auditory system of the rat produced by arousing reticular stimulation: a 2-deoxyglucose study , 1984, Brain Research.

[47]  R. Sullivan,et al.  Early olfactory learning induces an enhanced olfactory bulb response in young rats. , 1986, Brain research.

[48]  F. Gonzalez-Lima,et al.  Quantitative histochemistry of cytochrome oxidase in rat brain , 1991, Neuroscience Letters.

[49]  J. Konorski Integrative activity of the brain : an interdisciplinary approach , 1967 .

[50]  M. Wong-Riley Cytochrome oxidase: an endogenous metabolic marker for neuronal activity , 1989, Trends in Neurosciences.

[51]  C. de’Sperati,et al.  Long-term habituation of the acoustic startle response: Role of the cerebellar vermis , 1990, Neuroscience.

[52]  Joseph E LeDoux,et al.  Intrinsic neurons in the amygdaloid field projected to by the medial geniculate body mediate emotional responses conditioned to acoustic stimuli , 1986, Brain Research.

[53]  Alan C. Evans,et al.  Double-label autoradiographic deoxyglucose method for sequential measurement of regional cerebral glucose utilization , 1987, Neuroscience.

[54]  N. Weinberger,et al.  Habituation produces frequency-specific plasticity of receptive fields in the auditory cortex. , 1991 .

[55]  H. Scheich,et al.  Auditory Cortex: Multiple Fields, their Architectonics and Connections in the Mongolian Gerbil , 1988 .

[56]  Henning Scheich,et al.  Ascending reticular activating system in the rat: A 2-deoxyglucose study , 1985, Brain Research.

[57]  V. Cunningham,et al.  Studies on the Relationship between Cerebral Glucose Transport and Phosphorylation Using 2-Deoxyglucose , 1986, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[58]  J. Disterhoft,et al.  Trial sequence of changed unit activity in auditory system of alert rat during conditioned response acquisition and extinction. , 1976, Journal of neurophysiology.

[59]  J F Disterhoft,et al.  Learning centers of rat brain mapped by measuring latencies of conditioned unit responses. , 1972, Journal of neurophysiology.

[60]  W. Zeman The Rat Drain. A Stereotaxic Atlas , 1964 .

[61]  M. Mesulam,et al.  Tracing Neural Connections with Horseradish Peroxidase , 1982 .

[62]  S. Brauth Investigation of central auditory nuclei in the budgerigar with cytochrome oxidase histochemistry , 1990, Brain Research.

[63]  M. Diksic,et al.  Use of Short-Lived 18F and Long-Lived 14C in Double Tracer Autoradiography for Simultaneous Measurement of LCBF and LCGU , 1984, Stroke.

[64]  E. Hoffman,et al.  Tomographic measurement of local cerebral glucose metabolic rate in humans with (F‐18)2‐fluoro‐2‐deoxy‐D‐glucose: Validation of method , 1979, Annals of neurology.

[65]  J. Harvey,et al.  Asymmetric uptake of 2-deoxy-d-[14C]glucose in the dorsal cochlear nucleus during Pavlovian conditioning in the rabbit , 1988, Brain Research.

[66]  K. Herholz,et al.  Impaired metabolic activation in Alzheimer's disease: A pet study during continuous visual recognition , 1991, Neuropsychologia.

[67]  J. Pellet Neural organization in the brainstem circuit mediating the primary acoustic head startle: An electrophysiological study in the rat , 1990, Physiology & Behavior.

[68]  Claudio de'Sperati,et al.  Lesions of the inferior olive do not affect long- or short-term habituation of the acoustic startle response in rats , 1989, Neuroscience Letters.

[69]  J. Lear Maximizing Precision in Quantitative Autoradiographic Determination of Tissue Tracer Concentration Using Exposure Optimization , 1986, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[70]  R. Rescorla Probability of shock in the presence and absence of CS in fear conditioning. , 1968, Journal of comparative and physiological psychology.

[71]  T. Nakada,et al.  Noninvasive In Vivo Demonstration of 2‐Fluoro‐2‐Deoxy‐d‐Glucose Metabolism Beyond the Hexokinase Reaction in Rat Brain by 19F Nuclear Magnetic Resonance Spectroscopy , 1986, Journal of neurochemistry.

[72]  A. Gjedde,et al.  Blood–Brain Transfer of Glucose and Glucose Analogs in Newborn Rats , 1986, Journal of neurochemistry.

[73]  Masao Ito The Cerebellum And Neural Control , 1984 .

[74]  J. Buchwald,et al.  Changes in cortical and subcortical unit activity during behavioral conditioning , 1966 .

[75]  E. Kandel,et al.  Molecular biology of learning: modulation of transmitter release. , 1982, Science.

[76]  M. Roger,et al.  Anatomical study of the connections of the primary auditory area in the rat , 1989, The Journal of comparative neurology.

[77]  R. Hawkins,et al.  Deoxyglucose‐6‐Phosphate Stability In Vivo and the Deoxyglucose Method , 1987, Journal of Neurochemistry.

[78]  R. F. Thompson,et al.  Habituation: a model phenomenon for the study of neuronal substrates of behavior. , 1966, Psychological review.

[79]  J. Haxby,et al.  Neocortical metabolic abnormalities precede nonmemory cognitive defects in early Alzheimer's-type dementia. , 1986, Archives of neurology.

[80]  E. Keithley,et al.  The spatial representation of frequency in the rat dorsal cochlear nucleus and inferior colliculus , 1988, Hearing Research.

[81]  Joachim F. R. König,et al.  The rat brain: A stereotaxic atlas of the forebrain and lower parts of the brain stem , 1986 .

[82]  Ralph R. Miller,et al.  Information processing in animals : conditioned inhibition , 1985 .

[83]  W. Heiss,et al.  Positron Emission Tomography and Neuropsychological Function , 1989 .

[84]  J L Lear,et al.  Quantitative Multiple Tracer Autoradiography: Considerations in Optimizing Precision and Accuracy , 1988, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[85]  Louis Sokoloff,et al.  The [ 14 C]Deoxyglucose Method for Measurement of Local Cerebral Glucose Utilization , 1989 .

[86]  J. Adams,et al.  Technical considerations on the use of horseradish peroxidase as a neuronal marker , 1977, Neuroscience.

[87]  W. P. Jordan,et al.  Habituation of the acoustic startle response in rats after lesions in the mesencephalic reticular formation or in the inferior colliculus. , 1983, Behavioral neuroscience.

[88]  W. Oldendorf,et al.  Kinetics of Transport and Phosphorylation of 2‐Fluoro‐2‐Deoxy‐d‐Glucose in Rat Brain , 1983, Journal of neurochemistry.

[89]  A. Alavi,et al.  The [18F]Fluorodeoxyglucose Method for the Measurement of Local Cerebral Glucose Utilization in Mane , 1979, Circulation research.

[90]  F. Sharp,et al.  Tonotopic organization in the central auditory pathway of the mongolian gerbil: A 2‐deoxyglucose study , 1982, The Journal of comparative neurology.

[91]  M. Davis,et al.  A primary acoustic startle circuit: lesion and stimulation studies , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[92]  A. Harvey,et al.  Metabolic activity in rat tectal grafts is influenced by host sensory innervation , 1988, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[93]  James L. McGaugh,et al.  Brain Organization and Memory: Cells, Systems, and Circuits , 1992 .

[94]  F. Gonzalez-Lima,et al.  Learning-related activation in the auditory system of the rat produced by long-term habituation: a 2-deoxyglucose study , 1989, Brain Research.

[95]  C. Redies,et al.  In vivo measurement of [18f]fluorodeoxyglucose rate constants in rat brain by external coincidence counting , 1987, Neuroscience.

[96]  R. Ravizza,et al.  Auditory Forebrain: Evidence from Anatomical and Behavioral Experiments Involving Human and Animal Subjects , 1978 .

[97]  M. Gabriel,et al.  Multiple-unit activity of the rabbit medial geniculate nucleus in conditioning, extinction, and reversal , 1976 .

[98]  F. Gonzalez-Lima,et al.  Functional Brain Circuitry Related to Arousal and Learning in Rats , 1989 .

[99]  R. Hichwa,et al.  Positron emission tomographic scan investigations of Huntington's disease: Cerebral metabolic correlates of cognitive function , 1988, Annals of neurology.

[100]  F. Gonzalez-Lima,et al.  Classical conditioning enhances auditory 2-deoxyglucose patterns in the inferior colliculus , 1984, Neuroscience Letters.

[101]  M. Wong-Riley,et al.  Brain cytochrome oxidase: purification, antibody production, and immunohistochemical/histochemical correlations in the CNS , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[102]  Rapoport Si,et al.  Positron emission tomography in Alzheimer's disease in relation to disease pathogenesis: a critical review. , 1991 .

[103]  Ronald A. Yeo,et al.  Neuropsychological Function and Brain Imaging , 1989 .

[104]  Pasko Rakic,et al.  Differential quenching and limits of resolution in autoradiograms of brain tissue labeled with3H-,125I- and14C-compounds , 1988, Brain Research.

[105]  D. Wilson,et al.  Neural correlates of conditioned odor avoidance in infant rats. , 1991, Behavioral neuroscience.

[106]  Jean-Luc Puel,et al.  Selective attention modifies the active micromechanical properties of the cochlea , 1988, Brain Research.

[107]  D. Galin Background and Evoked Activity in the Auditory Pathway: Effects of Noise-Shock Pairing , 1965, Science.

[108]  R. N. Leaton,et al.  Cerebellar vermis: essential for long-term habituation of the acoustic startle response. , 1986, Science.

[109]  P. Groves,et al.  Brain stem pathways, cortical modulation, and habituation of the acoustic startle response. , 1974, Behavioral biology.

[110]  F Gonzalez-Lima,et al.  Functional reorganization of neural auditory maps by differential learning. , 1990, Neuroreport.

[111]  Michael Davis,et al.  The design and calibration of a startle measurement system , 1986, Physiology & Behavior.

[112]  J L Lear,et al.  Multiple-Radionuclide Autoradiography in Evaluation of Cerebral Function , 1984, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[113]  J. Edeline,et al.  Frequency-specific cellular changes in the auditory system during acquisition and reversal of discriminative conditioning , 1990, Psychobiology.

[114]  Short-term and long-term habituation of the acoustic startle response in chronic decerebrate rats. , 1985, Behavioral neuroscience.

[115]  A. Tzagoloff,et al.  [45] Cytochrome oxidase from beef heart mitochondria , 1967 .

[116]  Roger B. H. Tootell,et al.  Modified technique for cytochrome oxidase histochemistry: increased staining intensity and compatibility with 2-deoxyglucose autoradiography , 1987, Journal of Neuroscience Methods.

[117]  F. Gonzalez-Lima,et al.  Neural substrates for long-term habituation of the acoustic startle reflex in rats: A 2-deoxyglucose study , 1989, Neuroscience Letters.