Educational Objectives:
1) Understand the basic techniques
of Single Photon Emission Computerized Tomography (SPECT) and Positron
Emission Tomography (PET)
2) Identify prominent functional
imaging research findings in major neuropsychiatric disorders.
Introduction:
The new tools of functional imaging offer psychiatrists a broad
range of investigative techniques for exploring the brain’s structure and
function. Positron emission tomography (PET) and single emission
computed tomography (SPECT) are constantly evolving imaging techniques
that allow for in vivo assessment of brain physiology and biochemistry
including cerebral blood flow (CBF), cerebral glucose metabolism (LCMRGIc),
cerebral oxygen metabolism (CMRO2), cerebral oxygen extraction, and blood-brain
barrier permeability 1. The basic principle behind both PET
(Positron Emission Tomography) and SPECT (Single Photon Emission Computed
Tomography) is that blood supply and glucose metabolism within a brain
region are largely coupled 2. As neuronal activity increases,
there is an associated increase in blood flow, which supports the oxygen
and glucose consumption required. Nevertheless, in certain situations such
as intense sensory stimulation or a stroke, blood flow and glucose metabolism
can be uncoupled from activity 3. In addition to imaging non-specific
markers of brain activity such as blood flow or metabolism, by tagging
specific ligands, SPECT and PET allow imaging of neurochemical systems
such as dopamine, opiates and acetylcholine receptors 4. PET
radiotracers have also been made by attaching a radio-labelled carbon atom
to various neuroactive compounds such as deprenyl and fluoxetine. Both
PET and SPECT have provided crucial information about the pathophysiology
of mental illnesses, and basic cognitive neuroscience. They are also assuming
an increasing importance in clinical settings, although this is still limited.
Techniques:
SPECT and PET are used in neuropsychiatry to determine
the three-dimensional distribution of a radiotracer within the human brain.
They both involve the peripheral injection of a radiotracer into a vein,
which then travels to the brain and deposits into neurons and glia 5.
Different radiotracers bind to brain structures and have different half-lives
which determine when the image can be acquired. The radiotracer can be
a radioactive element (e.g., 99Tcm-HexaMethyl Propylene Amine Oxide (HMPAO)
, Xe-133) or as complicated as a labeled neurotransmitter antagonist (e.g.,
I-123-3 QNB).
The radiopharmaceuticals for SPECT are distinguished from those used in PET in that SPECT tracers emit a single gamma ray, while PET radiopharmaceuticals emit positrons. Positrons are highly unstable particles which travel a short distance and then collide with an electron. This reaction releases two gamma rays simultaneously in exactly opposite directions. This distinction in gamma ray emission leads to the distinction in instrumentation between SPECT and PET. Single-photon tomographs are designed to detect single photons (gamma rays) and to determine their point of origin based solely on their trajectory. Thus the resolution of SPECT is about 8 - 10 mm, which is adequate for most structural distinctions. PET makes valuable use of the dual photon emissions to determine the exact point of origin based on the trajectories of both gamma rays and the timing with which the two photons arrive at the surface of the tomograph’s detector (called coincidence detection) 6. This gives PET higher image resolution, which in some recent scanners is around 4 mm (See figure 1). This also makes PET much more expensive than SPECT, because it requires a cyclotron for on sight production of positron-emitting tracers and a technical crew’s support.
Single Photon Emission Computed Tomography has two major strengths for clinical use in neuropsychiatry. The first is its availability and affordability. The second is its capacity to provide three-dimensional measurements of regional cerebral blood flow long after the injection of the radiotracer. With a long-half life and a relatively short time to deposit within active brain regions (2-5 min), subjects can be injected away from the nuclear medicine suite and outside the actual camera. If necessary, tranquilizing medications can then be given to sedate the patient for scanning which will not affect the actual image acquired, as the perfusion pattern has already been deposited. This is particularly helpful for studying diseases such as epilepsy or mania, or research done while injecting a tracer in a naturalistic setting. For example using this technique, Starkstein et al. documented a relative right temporal hypoactivity in manic subjects who were injected away from the scanner and then sedated for image acquisition 7,8. In another example, at MUSC our lab has used a differential time in injecting the radiotracer and imaging the brain, investigating the effect of repetitive transcranial magnetic stimulation of left prefrontal cortex in healthy individuals and in depressed subjects 9,10.
Positron Emission Tomography, like SPECT, has also two major groups of applications- the assessment of metabolic activity by measuring blood flow (O-15 PET) or by tagging glucose with a radiotracer (typically 18-fluoro deoxy glucose -FDG) and calculating how much of this tracer deposits in the brain. PET O15 imaging takes approximately 1-5 minutes, with FDG requiring on the order of 20-30 minutes. In early studies of major mental illnesses, investigators focused on the measurement on cerebral metabolism at rest and used deoxyglucose. PET can also be used in measuring neurotransmitter function by using specific pharmacological ligands.
Clinical Applications:
Dementia: The strongest clinical application of SPECT to date
has been in the study of Alzheimer’s disease (AD). Both SPECT and FDG-PET
studies in AD have shown decreased hippocampal and temporoparietal cerebral
metabolism 11. This temporo-parietal hypoactivity is sometimes
seen early after the appearance of significant cognitive, visual-spatial,
or language symptoms 12. Numerous studies have correlated FDG-PET
metabolic abnormalities with cognitive and behavioral changes. Other studies
have explored FDG-PET changes as a diagnostic tool in predicting
familial AD 13-15. However those sensitive findings in AD are
unfortunately not specific. Unfortunately, there is overlap with other
dementing processes. Vascular dementia, Parkinson’s disease , and Creutzfeldt-Jakob
disease can have similar and / or overlapping abnormalities 16.
****Insert Figure 2 Here, PET in AD****
Hence, SPECT and PET techniques could potentially find particular clinical usefulness in differentiating dementia syndromes and in characterizing metabolic disturbances in early stages of Alzheimer’s disease, or even before symptoms become manifest 15. There are many putative anti-Alzheimer’s agents on the market or in pre-clinical trials. If they are shown to be effective in slowing the progression of AD in those at risk, a non-invasive functional image may be the only method of assessing the effectiveness of the drug. Also, if differences in flow patterns are clearly present in depression and Alzheimer’s disease, the observation of blood flow could be very useful for the differential diagnosis of dementia versus depression in the elderly, one of the most difficult of the differential diagnoses that psychiatrists must make 17.
Mood disorders: SPECT and PET studies in patients
with mood disorders have rather consistently found reduced global cerebral
blood flow or metabolism, particularly in unipolar patients, and possibly
reduced basal ganglia flow/metabolism in both bipolar and unipolar populations
18. Additionally, most recent works, but not all, have reported
decreased activity in the prefrontal cortex in depression, usually worse
on the left (for further reading see 19,20). Several studies have also
found that the more depressed a subject is, the less their prefrontal activity.
There has been some progress in studying whether an initial functional
scan might be able to predict who will respond to treatment, or even tease
out who is likely to respond to a certain type of treatment. For example,
several studies have found that increased activity in the cingulate gyrus
at rest, predicts who will respond to sleep deprivation 21-23
or treatment with fluoxetine 24. Additionally, treatment studies
have also showed correlation with symptomatic improvement, with a reversal
of baseline cingulate hypermetabolism or prefrontal hypometabolism with
response 24. However, there is a large clinical heterogeneity
within the umbrella diagnoses of depression and to date the findings of
decreased prefrontal activity or blunted limbic response do not appear
to be specific or sensitive enough to use in a clinical setting. There
is a great deal of research in this area however and in the near future
researchers may discover a functional scan within the area of mood dysregulation
that will either improve diagnosis, guide treatment, or both.
Schizophrenia: Patterns of relative hypofrontality were observed in patients with schizophrenia and those with bipolar disorder, although, as in rCBF, this finding has not been consistently replicated and there appears to be a large heterogeneity within this diagnosis 25.There was a great deal of interest in initial PET activation studies which demonstrated that patients with schizophrenia did not show prefrontal blood flow changes during the Wisconsin Card Sorting Task 26. Although this deficit is disease specific and not seen in other disorders like depression 27, the blunted activation is not limited to the prefrontal cortex, or even tasks which require attentional components. For example, all activation studies in schizophrenia have shown a disordered blood flow response, even using thumb movement or staring at a flickering light 28,29. Thus, coupling imaging with activation studies in schizophrenia has not proven to be useful in a clinical setting for diagnosis, although the research is likely to enlighten underlying disease mechanisms. For example, in large group studies, using both deoxyglucose and 15O-labeled water, investigators have found a relative increase in metabolic activity in subcortical regions in schizophrenia , particularly in basal ganglia 30. This pattern of hypofrontality coupled with increase in subcortical regions in schizophrenia may be consistent with the model for the simultaneous generation of positive and negative symptoms. Thus, functional imaging in schizophrenia, because of the poor sensitivity and specificity of the findings, have filed to translate into clinically relevant techniques.
Anxiety disorders: PET has also been
used to study anxiety disorders, again, more in research than a clinical
setting. A specific area of hyperactivity has been identified in the right
parahippocampal gyrus, reflecting susceptibility to lactate -induced panic
attacks 31-33. Because this is an important region for encoding
memory , this finding is particularly interesting, in that the experience
of panic either may be triggered by old anxiety - producing memories or
may involve the encoding of new memories that may later trigger subsequent
attacks. This locus is thus consistent with the behavioral phenomenon recognized
as stimulus generalization. In General Anxiety Disorder (GAD), an increase
in glucose metabolism in the thalamus was found and a relative decrease
in the visual cortex (left >right) after treatment with benzodiazepine
34.
In obsessive-compulsive disorder, patterns of increased metabolic
activity have been observed in the frontal lobes (mainly right orbito-frontal)
and basal ganglia 35-37. Studies looking at treatment
response indicate that increased caudate and orbitofrontal activity is
state related and resolves with symptom resolution irrespective of the
treatment method 36. Again, the localization of increased activity
is consistent with current knowledge concerning the function of the frontal
lobes, particularly orbitofrontal cortex. Patients with obsessive-compulsive
disorder have a tendency to be over-abstract and over-intellectualize,
to worry and plan excessively for the future, and to have compulsions.
These findings complement findings in SPECT studies and support a cortico-striatal-thalamic-cortical
loop theory in the pathology of OCD 38. Again, these exciting
research findings do not as yet have a clinical application. Functional
imaging in an OCD patient is not to the point where it can help confirm
the diagnosis or predict treatment response, although many researchers
are working in this area attempting to build on these findings 39.
Eating and Personality disorders: The cerebral metabolic rate for glucose (CMRGlu) on FDG-PET images in bulimic patients showed a loss of right greater then left cortical asymmetry compared to normals 40. The limited studies and lack of replication limit at this point any firm extrapolations concerning this disorder. Similar to eating disorders, there is an emerging preliminary literature on functional imaging in personality disorders. In schizotypal personality disorder abnormalities have been found in frontal lobes, cingulate, striatum and temporal lobes. Another finding emerging from functional imaging of personality is the association of decreased frontal activity with increased aggression 41. Borderline personality disorder and antisocial personality disorder are also being investigated. The difficulty in clinical diagnoses and correlation with specific behaviors and symptoms is a crucial step in establishing some commonality between the different results. Finally recent preliminary PET studies suggest that there may be links between stable personality traits (harm avoidance, novelty seeking, and obsessionality) in the normal population and regional brain function 42.
Epilepsy: One of the common features of epilepsy is a change in glucose metabolism at the site of seizure activity during (ictal) and between (interictal) seizures. PET and SPECT can both used to image abnormalities in the epileptic brain 43. SPECT is easier to systematically administer during seizures, with the radiotracer sitting on the epilepsy floor while subjects are being monitored, and injected as soon as a seizure starts. Both PET and SPECT can be used to image interictal abnormalities. Literature review suggests that of interictal techniques, PET has the highest diagnostic sensitivity in temporal lobe epilepsy (TLE) while SPECT has the highest sensitivity in extratemporal epilepsy (ETE). This is achieved by ictal imaging with SPECT . One reason for the wide discrepancy of results in TLE and ETE might be the differing pathologic substrates. Imaging findings associated with mesial temporal sclerosis (MTS), developmental lesion or tumor as the underlying abnormality associated with epilepsy supports this explanation. PET is more sensitive to MTS than SPECT . On the other hand, in developmental lesions the two techniques are equally sensitive, while PET is superior in tumors. Interestingly, using PET in tumor patients to measure both blood flow and metabolism, has revealed physiological uncoupling. Preliminary evidence also indicates that the distribution of hyperperfusion on ictal SPECT can differentiate subtypes of TLE. Combining the results of refined imaging techniques holds great promise in epilepsy localization and diagnosis. If one suspects that a psychiatric patient has an underlying diagnosis of epilepsy, then an ictal SPECT scan may be of some use, especially if the tracer can be injected during the period of abnormal behavior.
****Insert Figure 4 Here, PET in Epilepsy****
Substance Abuse
Functional imaging studies in patients who have abused alcohol
or cocaine have revealed a host of information about the brain effects
of substances of abuse. PET studies of the acute and long-term effects
of alcohol use consistently reveal that alcohol is a global brain depressant
44, and that the long-term effects of alcohol use can take several
weeks of abstinence before resolving 45. In contrast, acute
cocaine administration causes marked increases in regional blood flow 46,
and chronic cocaine use is associated with a particular PET and SPECT finding
of patchy hypoperfusion, which resolves with abstinence 47,48.
Other exciting research using imaging and substance abuse involves activation
studies examining the neural substrate of craving46,49, and
investigating whether different use patterns or detoxification medications
differentially affect brain activity 50. As in many other
areas of psychiatry, these exciting research findings have not yet translated
into clinically useful applications in individual patients.
Activation Studies:
The principle behind activation studies is to control for a variable
stimulus across two sets of images - have someone perform a task while
imaging and then in the next images have them perform exactly everything
the same, except for the behavior that you are studying. The change in
conditions from baseline will generate regional changes in neuronal activity,
and therefore in cerebral blood flow or glucose metabolism. Initial
activation studies used visual, motor and cognitive tasks 51,52.
Now that some groups have achieved virtual reality setups in the imaging
suite, there is really no limit to what you can begin to image with this
method. With this technique one can literally begin to map the mind.
Of particular interest to psychiatrists are studies in healthy adults who
are experiencing different emotional states 33,53,54 or are
viewing faces with different emotional content 55-57 (see figure
5).
Conclusion:
The complex interaction of structural and functional systems
in the central nervous system makes it unlikely that single sites are responsible
for such disorders, or even that single systems are abnormal in isolation.
The brain processes and regions that together may be associated with a
particular cognitive process or behavior may be seen as a functional unit
or neural circuit. The same function may be performed by different combinations
of neural circuits at different times and under different conditions. At
present, brain imaging provides a modest amount of information that is
useful in differential diagnosis, as in distinctions between depression
and dementia. PET is being used clinically in the evaluation of patients
with dementia, brain tumors , medically refractory partial complex seizures
, cerebrovascular disease, and various psychiatric disorders. As PET and
SPECT applications becomes more widespread , it may be possible to use
the results to physiologically characterize, classify, and diagnose various
neurological and psychiatric disorders, and possibly predict therapeutic
effects and outcome.
References:
1. Hoffman JM, Hanson MW, Coleman RE. Clinical PET Imaging. Radiological
Clinics of North America. 1993; 31:935
2. Sokoloff L. Relation between physiological function and energy metabolism
in the central nervous system. J Neurochem 1977; 29:13-26.
3. Fox PT, Raichle ME. Focal physiological uncoupling of cerebral blood
flow and oxidative metabolism during somatosensory stimulation in normal
subjects. Proc Natl Acad Sci USA 1986; 83:1140
4. Phelps ME, Mazziotta JC: Positron emission tomography and autoradiography:
principles and applications for the brain and heart. New York: Raven Press,
1986.
5. Devous MD, Stokely EM, Chehabi HH, Bonte FJ. Normal distribution
of regional cerebral blood flow measured by dynamic single-photon emission
tomography. J Cereb Blood Flow Metab 1986; 6:95-104.
6. Phelps ME, Hoffman EJ, Mullani NA, et al. Application of annihilation
coincidence detection to transaxial reconstruction tomography. J Nucl Med
1975; 16:210
7. Starkstein SE, Mayberg HS, Berthier ML, Fedoroff P, Price TR, Dannals
RF, et al. Mania After Brain Injury: Neuroradiologicial and Metabolic Findings.
Ann Neurol 1990; 27:652-659.
8. Migliorelli R, Starkstein SE, Teson A, Quiros Gd, Vazquez S, Leiguarda
R, et al. SPECT Findings in Patients with Primary Mania. Journal of Neuropsychiatry
& Clinical Neuroscience 1993; 5:379-383.
9. Stallings LE, Speer AM, Spicer KM, Cheng KT, George MS. Combining
SPECT and Repetitive Transcranial Magnetic Stimulation (rTMS) - Left Prefrontal
Stimulation Decreases Relative Perfusion Locally in a Dose Dependent Manner.
Neuroimage 1997; 5:S521 Abstract.
10. Nahas Z, Stallings LE, Speer AM, Teneback CC, Vincent DJ, Bohning
DE, et al. Perfusion SPECT studies of rTMS on blood flow in health and
depression. Biol Psychiatry 1998; Abstract.
11. Rapoport SI. Positron Emission Tomography in Alzheimer's Disease
in relation to disease pathogenesis: a critical review. Cerebrovasc Brain
Metab Rev 1991; 3:297
12. Hoffman JM, Welsh KA, Hanson W, Earl N, Colman NE. FDG PET is useful
in early detection and confirmation of Alzheimer's Disease (AD). Neurol
1992; 42:315
13. Kennedy AM, Frackowiak RSJ, Newman SK, Bloomfield PM, Seaward J,
Roques P, et al. Deficits in Cerebral Glucose Metabolism Demonstrated By
Positron Emission Tomography in Individuals at Risk of Familial Alzheimers
Disease.. Neurosci Lett 1995; 186:(1)17-20.
14. Petrini P, Grady CL, Haxby JV, Heston L, Salerno JA, Gonzales-Aviles
A, et al. Resting cerebral glucose metabolism does not identify subjects
at risk for familial Alzheimer's Disease. Ann Neurol 1991; 30:287
15. Reiman EM, Caselli RJ, Yun LS, Chen K, Brandy D, Minoshima S, et
al. Preclinical evidence of Alzheimer's disease in persons homozygous for
the epsilon 4 allele for apolipoprotein E. N Engl J Med 1996; 334:752-758.
16. Powers WJ, Perlmutter JS, Videen TO, Herscovitch P, Griffith LK,
Royal HD, et al. Blinded clinical evaluation of positron emission tomography
for diagnosis of probable Alzheimer's Disease. Neurol 1992; 42:765
17. Sackeim HA, Prohovnik I, Moeller JR, Mayeux R, et al. Regional
cerebral blood flow in mood disorders. II Comparison of major depression
and Alzheimer's disease. J Nucl Med 1993; 34:1101-1102.
18. Baxter LR, Jr., Phelps ME, Mazziotta JC, Schwartz JM, Gerner RH,
Selin CE, et al. Cerebral metabolic rates for glucose in mood disorders.
Studies with positron emission tomography and fluorodeoxyglucose F 18.
Arch Gen Psychiatry 1985; 42:441-447.
19. George MS, Ketter TA, Post RM. What Functional Imaging Studies
Have Revealed About the Brain Basis of Mood and Emotion. In: Panksepp J,
editor. Advances in Biological Psychiatry. Greenwich, Conn. JAI Press,
1996:63-113.
20. Sackeim HA, Prohovnik I. Brain Imaging Studies of Depressive Disorders.
In: Mann JJ, Kupfer DJ, editors. The Biology of Depressive Disorders. New
York: Plenum, 1993:
21. Wu JC, Gillin JC, Buchsbaum MS, Hershey T, Johnson JC, Bunney WE.
Effect of sleep deprivation on brain metabolism of depressed patients.
Am J Psychiatry 1992; 149:538-543.
22. Ebert D, Feistel H, Barocka A, Kaschka W. Increased Limbic Flow
and Total Sleep Deprivation in Major Depression with Melancholia. Psychiatr
Res 1994; 55:101-109.
23. Ebert D, Ebmeier KP. The Role of the Cingulate Gyrus in Depression
- From Functional Anatomy to Neurochemistry. Biol Psychiatry 1996; 39:(12)1044-1050.
24. Mayberg HS, Brannan SK, Mahurin RK, Jerabek PA, Brickman JS, Tekell
JL, et al. Cingulate Function in Depression - A Potential Predictor of
Treatment Response. NeuroReport 1997; 8:(4)1057-1061.
25. Dolan RJ, Bench CJ, Liddle PF, Friston KJ, et al. Dorsolateral
prefrontal cortex dysfunction in the major psychoses; symptom or disease
specificity? J Neurol Neurosurg Psychiatry 1993; 56:1290-1294.
26. Weinberger DR, Berman KF, Illowsky BP. Physiological dysfunction
of dorsolateral prefrontal cortex in schizophrenia. III. A
new cohort and evidence for a monoaminergic mechanism. Arch Gen Psychiatry
1988; 45:609-615.
27. Berman KF, Doran AR, Pickar D, Weinberger DR. Is the Mechanism
of Prefrontal Hypofunction in Depression the Same as in Schizophrenia?
Regional Cerebral Blood Flow During Cognitive Activation. Brit J Psychiatry
1993; 162:183-192.
28. Yurgelun-Todd DA, Waternaux CM, Cohen BM, Gruber SA, English CD,
Renshaw PF. Functional magnetic resonance imaging of schizophrenic patients
and comparison subjects during word production. Am J Psychiatry 1996; 153:200-205.
29. Renshaw PF, Yurgelun-Todd DA, Cohen BM. Greater hemodynamic response
to photic stimulation in schizophrenic patients: an echoplanar MRI study.
Am J Psychiatry 1994; 151:1493-1495.
30. Buchsbaum MS, Wu JC, Delisi LE, Holcomb HH, Halzett E, Cooper-Langston
K, et al. Positron Emission Tomography studies of basal ganglia and somatosensory
cortex neuroleptic drug effects: differences between normal controls and
schizophrenic patients. Biol Psychiatry 1987; 22:479
31. Reiman EM, Raichle ME, Robins E, Mintun MA, Fusselman MJ, Fox PT,
et al. Neuroanatomical correlates of a lactate-induced anxiety attack.
Arch Gen Psychiatry 1989; 46:493-500.
32. Reiman EM, Fusselman MJ, Fox PT, Raichle ME. Neuroanatomical correlates
of anticipatory anxiety. Science 1989; 243:1071-1074.
33. Reiman EM, Lane RD, Ahern GL, Schwartz GE, Davidson RJ, Friston
KJ, et al. Neuroanatomical Correlates of Externally and Internally Generated
Human Emotion. Am J Psychiatry 1997; 154:(7)918-925.
34. Wu J, Buchsbaum MS, Hershey T, Hazlett E, Sicotte N, Johnson J.
PET in generalized anxiety disorder. Biol Psychiatry 1991; 29:1181
35. Baxter LR, Schwartz JM, Guze BH, Bergman K, Szuba MP. PET imaging
in obsessive compulsive disorder with and without depression. J Clin Psychiatry
1990; 51:61-69.
36. Baxter LR. Brain imaging as a tool in establishing a theory of
brain pathology in obsessive compulsive disorder. J Clin Psychiatry 1990;
51(s):22-25.
37. Rauch SL, Jenike MA, Alpert N, Baer L, Breiter HCR, Fischman AJ.
PET Study of OCD During Symptom Provocation. APA New Research Abstracts
1993; 133-NR293. Abstract.
38. George MS. The Contributions of PET and SPECT Toward a Psychopharmacologic
Neuroanatomy of Obsessive-Compulsive Disorder. In: Hindmarch I, Stonier
P, editors. Human Psychopharmacology: Measures and Methods, Vol.4. London:
John Wiley and Sons, 1993:99-122.
39. Greenberg BD, George MS, Martin JD, Benjamin J, Schlaepfer TE,
Altemus M, et al. Effect of Prefrontal Repetitive Transcranial Magnetic
Stimulation in Obsessive-Compulsive Disorder: A Preliminary Study.. Am
J Psychiatry 1997; 154:867-869.
40. Wu J, Hagman J, Buchsbaum MS, Blinder B, Derrfler B, Tai WY, et
al. Greater left cerebral hemispheric metabolism in bulimia assessed by
positron emission tomography. Am J Psychiatry 1990; 147:309
41. Volkow ND, Tancredi L. Neural substrates of violent behavior. A
preliminary study with positron emission tomography. Br J Psychiatry 1987;
151:668
42. George MS, Ketter TA, Parekh PI, Horwitz B, Herscovitch P, Cloninger
CR, et al. Personality Traits Correlate with Resting rCBF. APA New Research
Abstracts 1994; nr450-173. Abstract.
43. DeCarli C, McIntosh AR, Blaxton TA. Use of positron emission tomography
for the evaluation of epilepsy. Neuroimaging Clinics of North America 1995;
5:623-645.
44. Volkow ND, Hitzemann R, Wolf AP, Logan J, Fowler JS, Christman
D, et al. Acute effects of ethanol on regional brain glucose metabolism
and transport. Psychiatry Res 1990; 35:39-48.
45. Volkow ND, Wang GJ, Hitzemann R, Fowler JS, Overall JE, Burr G,
et al. Recovery of brain glucose metabolism in detoxified alcoholics. Am
J Psychiatry 1994; 151:178-183.
46. Breiter HC, Weisskoff RM, Kennedy DN, Makris N, Berke JD, Goodman
JM, et al. Acute effects of cocaine on human brain activity and emotion.
Neuron 1997; 19:591-611.
47. Volkow ND, Mullani N, Gould KL, Adler S, Krajewski K. Cerebral
blood flow in chronic cocaine users: a study with positron emission tomography.
Br J Psychiatry 1988; 152:641-648.
48. Holman BL, Mendelson J, Garada B, Teoh SK, et al. Regional cerebral
blood flow improves with treatment in chronic cocaine polydrug users. J
Nucl Med 1993; 34:723-727.
49. Grant S, London ED, Newlin DB, Villemagne VL, Liu X, Contoreggi
C, et al. Activation of memory circuits during cue-elicited cocaine craving.
Proc Natl Acad Sci 1996; 93:12040-12045.
50. George MS, Teneback CC, Moore J, Stallings LE, Anton R, Malcolm
RJ. Effect of Past Detoxification History on Human Brain Activity in the
Immediate Post-Detoxification Period as Determined by SPECT Scanning. Research
Society on Alcoholism 1998; Abstract.
51. Haxby JV, Grady CL, Ungerleider LG, Horwitz B. Mapping the functional
neuroanatomy of the intact human brain with brain imaging. Neuropsychologia
1991; 29:539-555.
52. George MS, Ring HA, Costa DC, Ell PJ, Kouris K, Jarritt P. Neuroactivation
and neuroimaging with SPET. London: Springer-Verlag, 1991.
53. George MS, Ketter TA, Parekh PI, Horwitz B, Herscovitch P, Post
RM. Brain Activity During Transient Sadness and Happiness in Healthy Women.
Am J Psych 1995; 152:341-351.
54. Lane RD, Reiman EM, Ahern GL, Schwartz GE, Davidson RJ. Neuroanatomical
Correlates of Happiness, Sadness and Disgust. Am J Psychiatry 1997; 154:(7)926-933.
55. George MS, Ketter TA, Gill D, Haxby JV, Ungerleider L, Herscovitch
P, et al. Brain Regions involved in Recognizing Facial Emotion or Identity:
An O15 PET Study. J Neuropsychiatry Clin Neuro 1993; 5:384-394.
56. Breiter HC, Etcoff NL, Whalen PJ, Kennedy WA, Rauch SL, Buckner
RL, et al. Response and habituation of the human amygdala during visual
processing of facial expression. Neuron 1996; 17:875-887.
57. Whalen PJ, Rauch SL, Etcoff NL, McInerney SC, Lee MB, Jenike MA.
Masked presentations of emotional facial expressions modulate amygdala
activity without explicit knowledge. The J Neuroscience 1998; 18:411-418.