Subscribe to RSS
DOI: 10.1055/s-2007-992811
© Georg Thieme Verlag KG Stuttgart · New York
Systems Neurobiology of the Dysfunctional Brain: Schizophrenia
Publication History
Publication Date:
17 December 2007 (online)

Abstract
Systems biology tries to reconstruct living systems beyond bioinformatics or statistical approaches where known databases are analysed. An advantage is the dynamic variation in the model for instance by the addition of the factor time, which enables the researcher to simulate complex processes related to psychiatric diseases (systems neurobiology). Dynamic models of a patients' individual pathophysiology may be constructed employing multimodal brain imaging data of current neurotransmission and brain activation. From the clinical point of view, individual models of pathophysiology are preconditions for a personalised pharmacotherapy and may be suitable to predict adverse events, course of the disease and outcome. This review discusses the potential role of systems neurobiology in schizophrenia and focuses on evidence for a dysfunction of the dopamine and glutamate system.
Key words
system biology - computational neuroscience - schizophrenia - dopamine - glutamate
References
- 1
Abi-Dargham A, Mawlawi O, Lombardo I, Gil R, Martinez D, Huang Y, Hwang DR, Keilp J, Kochan L, Heertum R Van, Gorman JM, Laruelle M.
Prefrontal dopamine D1 receptors and working memory in schizophrenia.
J Neurosci.
2002;
, May 1;
22
((9))
3708-3719
Reference Ris Wihthout Link
- 2
Abi-Dargham A, Rodenhiser J, Printz D, Zea-Ponce Y, Gil R, Kegeles LS, Weiss R, Cooper TB, Mann JJ, Heertum RL Van, Gorman JM, Laruelle M.
Increased baseline occupancy of D2 receptors by dopamine in schizophrenia.
Proc Natl Acad Sci USA.
2000;
, Jul 5;
97
((14))
8104-8109
Reference Ris Wihthout Link
- 3 Alberghina LR, Rossi R, Porro D, Vanoni M. In: Alberghino L, Westerhoff HV eds.,
Systems Biology, Definitions and Perspectives . Springer VerlagReference Ris Wihthout Link - 4
Andras P, Wennekers T.
Cortical activity pattern computation.
Biosystems.
2007;
, Feb;
87
((2-3))
179-185
Reference Ris Wihthout Link
- 5
Beckmann H, Jakob H.
Prenatal developmental disorders of brain structures in schizophrenic psychoses Nervenarzt.
1994;
, Jul;
65
((7))
454-463
Reference Ris Wihthout Link
- 6
Bender W, Albus M, Moller HJ, Tretter F.
Towards systemic theories in biological psychiatry.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl)
1
S4-S9
Reference Ris Wihthout Link
- 7
Bertolino A, Breier A, Callicott JH, Adler C, Mattay VS, Shapiro M, Frank JA, Pickar D, Weinberger DR.
The relationship between dorsolateral prefrontal neuronal N-acetylaspartate and evoked
release of striatal dopamine in schizophrenia.
Neuropsychopharmacology.
2000;
, Feb;
22
((2))
125-132
Reference Ris Wihthout Link
- 8
Bosl WJ.
Systems biology by the rules: hybrid intelligent systems for pathway modeling and
discovery.
BMC Syst Biol.
2007;
, Feb 15;
1
13
Reference Ris Wihthout Link
- 9
Carlsson A, Lindqvist M.
Effect of chlorpromazine or haloperidol on formation of 3methoxytyramine and normetanephrine
in mouse brain.
Acta Pharmacol Toxicol (Copenh).
1963;
20
140-144
Reference Ris Wihthout Link
- 10
Carlsson A, Waters N, Carlsson ML.
Neurotransmitter interactions in schizophrenia-therapeutic implications.
Biol Psychiatry.
1999;
, Nov 15;
46
((10))
1388-1395
Reference Ris Wihthout Link
- 11
Carlsson A.
The neurochemical circuitry of schizophrenia.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl 1)
S10-S14
Reference Ris Wihthout Link
- 12
Cohen JD, Braver TS, Brown JW.
Computational perspectives on dopamine function in prefrontal cortex.
Curr Opin Neurobiol.
2002;
, Apr;
12
((2))
223-229
Reference Ris Wihthout Link
- 13
Contreras-Vidal JL, Schultz W.
A predictive reinforcement model of dopamine neurons for learning approach behavior.
J Comput Neurosci.
1999;
, May-Jun;
6
((3))
191-214
Reference Ris Wihthout Link
- 14
Daniel DG, Weinberger DR, Jones DW, Zigun JR, Coppola R, Handel S, Bigelow LB, Goldberg TE, Berman KF, Kleinman JE.
The effect of amphetamine on regional cerebral blood flow during cognitive activation
in schizophrenia.
J Neurosci.
1991;
, Jul;
11
((7))
1907-1917
Reference Ris Wihthout Link
- 15
Durstewitz D.
A few important points about dopamine's role in neural network dynamics.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl 1)
S72-S75
Reference Ris Wihthout Link
- 16
Egan MF, Goldberg TE, Kolachana BS, Callicott JH, Mazzanti CM, Straub RE, Goldman D, Weinberger DR.
Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia.
Proc Natl Acad Sci USA.
2001;
, Jun 5;
98
((12))
6917-6922
Reference Ris Wihthout Link
- 17
Feinberg I.
Schizophrenia: caused by a fault in programmed synaptic elimination during adolescence?.
J Psychiatr Res.
1982-1983;
17
((4))
319-334
Reference Ris Wihthout Link
- 18
Frank MJ, Seeberger LC, O'reilly RC.
By carrot or by stick: cognitive reinforcement learning in parkinsonism.
Science.
2004;
, Dec 10 ;
306
((5703))
1940-1943
Reference Ris Wihthout Link
- 19
Gallinat J, Bajbouj M, Sander T, Schlattmann P, Xu K, Ferro EF, Goldman D, Winterer G.
Association of the G1947A COMT (Val(108/158)Met) gene polymorphism with prefrontal
P300 during information processing.
Biol Psychiatry.
2003;
, Jul 1;
54
((1))
40-48
Reference Ris Wihthout Link
- 20
Gallinat J, Gotz T, Kalus P, Bajbouj M, Sander T, Winterer G.
Genetic variations of the NR3A subunit of the NMDA receptor modulate prefrontal cerebral
activity in humans.
J Cogn Neurosci.
2007;
, Jan;
19
((1))
59-68
Reference Ris Wihthout Link
- 21
Gallinat J, Heinz A.
Combination of multimodal imaging and molecular genetic information to investigate
complex psychiatric disorders.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl 1)
S76-S79
Reference Ris Wihthout Link
- 22
Gallinat J, Kunz D, Lang UE, Neu P, Kassim N, Kienast T, Seifert F, Schubert F, Bajbouj M.
Association between cerebral glutamate and human behaviour: the sensation seeking
personality trait.
Neuroimage.
2007;
, Jan 15;
34
((2))
671-678
Reference Ris Wihthout Link
- 23
Gallinat J, Winterer G, Herrmann CS, Senkowski D.
Reduced oscillatory gamma-band responses in unmedicated schizophrenic patients indicate
impaired frontal network processing.
Clin Neurophysiol.
2004;
, Aug;
115
((8))
1863-1874
Reference Ris Wihthout Link
- 24
Goldman-Rakic PS, Leranth C, Williams SM, Mons N, Geffard M.
Dopamine synaptic complex with pyramidal neurons in primate cerebral cortex.
Proc Natl Acad Sci USA.
1989;
, Nov;
86
((22))
9015-9019
Reference Ris Wihthout Link
- 25
Grace AA, Moore H, O'Donnell P.
The modulation of corticoaccumbens transmission by limbic afferents and dopamine:
a model for the pathophysiology of schizophrenia.
Adv Pharmacol.
1998;
42
721-724
Reference Ris Wihthout Link
- 26
Grace AA.
Phasic versus tonic dopamine release and the modulation of dopamine system responsivity:
a hypothesis for the etiology of schizophrenia.
Neuroscience.
1991;
41
((1))
1-24
Reference Ris Wihthout Link
- 27
Grant SG.
Systems biology in neuroscience: bridging genes to cognition.
Curr Opin Neurobiol.
2003;
, Oct;
13
((5))
577-582
Reference Ris Wihthout Link
- 28
Haber SN, Fudge JL.
The primate substantia nigra and VTA: integrative circuitry and function.
Crit Rev Neurobiol.
1997;
11
((4))
323-342
Reference Ris Wihthout Link
- 29 Heimer L, Zahm DS, Alheid GG.
Basal ganglia. In Paxinos, G., ed. The Rat Nervous System. San Diego, CA: Academic Press 1995: 579-628Reference Ris Wihthout Link - 30
Heinz A, Saunders RC, Kolachana BS, Jones DW, Gorey JG, Bachevalier J, Weinberger DR.
Striatal dopamine receptors and transporters in monkeys with neonatal temporal limbic
damage.
Synapse.
1999;
, May;
32
((2))
71-79
Reference Ris Wihthout Link
- 31
Heinz A.
Dopaminergic dysfunction in alcoholism and schizophrenia-psychopathological and behavioral
correlates.
Eur Psychiatry.
2002;
, Mar;
17
((1))
9-16
Reference Ris Wihthout Link
- 32
Jentsch JD, Taylor JR, Roth RH.
Subchronic phencyclidine administration increases mesolimbic dopaminergic system responsivity
and augments stress- and psychostimulant-induced hyperlocomotion.
Neuropsychopharmacology.
1998;
, Aug;
19
((2))
105-113
Reference Ris Wihthout Link
- 33
Juckel G, Schlagenhauf F, Koslowski M, Filonov D, Wustenberg T, Villringer A, Knutson B, Kienast T, Gallinat J, Wrase J, Heinz A.
Dysfunction of ventral striatal reward prediction in schizophrenic patients treated
with typical, not atypical, neuroleptics.
Psychopharmacology (Berl).
2006b;
, Aug;
187
((2))
222-228
Reference Ris Wihthout Link
- 34
Juckel G, Schlagenhauf F, Koslowski M, Wustenberg T, Villringer A, Knutson B, Wrase J, Heinz A.
Dysfunction of ventral striatal reward prediction in schizophrenia.
Neuroimage.
2006a;
, Jan 15;
29
((2))
409-416
, Epub 2005 Sep 1.
Reference Ris Wihthout Link
- 35
Kegeles LS, Abi-Dargham A, Zea-Ponce Y, Rodenhiser-Hill J, Mann JJ, Heertum RL Van, Cooper TB, Carlsson A, Laruelle M.
Modulation of amphetamine-induced striatal dopamine release by ketamine in humans:
implications for schizophrenia.
Biol Psychiatry.
2000;
, Oct 1;
48
((7))
627-640
Reference Ris Wihthout Link
- 36
Kolachana BS, Saunders RC, Weinberger DR.
Augmentation of prefrontal cortical monoaminergic activity inhibits dopamine release
in the caudate nucleus: an in vivo neurochemical assessment in the rhesus monkey.
Neuroscience.
1995;
, Dec;
69
((3))
859-868
Reference Ris Wihthout Link
- 37
Krystal JH, Perry
Jr
EB, Gueorguieva R, Belger A, Madonick SH, Abi-Dargham A, Cooper TB, Macdougall L, Abi-Saab W, D'Souza DC.
Comparative and interactive human psychopharmacologic effects of ketamine and amphetamine:
implications for glutamatergic and dopaminergic model psychoses and cognitive function.
Arch Gen Psychiatry.
2005;
, Sep;
62
((9))
985-994
Reference Ris Wihthout Link
- 38
Laruelle M, Abi-Dargham A.
Dopamine as the wind of the psychotic fire: new evidence from brain imaging studies.
J Psychopharmacol.
1999;
, Dec;
13
((4))
358-371
Reference Ris Wihthout Link
- 39
Lipska BK, Jaskiw GE, Weinberger DR.
Postpubertal emergence of hyperresponsiveness to stress and to amphetamine after neonatal
excitotoxic hippocampal damage: a potential animal model of schizophrenia.
Neuropsychopharmacology.
1993;
, Aug;
9
((1))
67-75
Reference Ris Wihthout Link
- 40
Lipska BK, Weinberger DR.
Prefrontal cortical and hippocampal modulation of dopamine-mediated effects.
Adv Pharmacol.
1998;
42
806-809
Reference Ris Wihthout Link
- 41
Mattay VS, Goldberg TE, Fera F, Hariri AR, Tessitore A, Egan MF, Kolachana B, Callicott JH, Weinberger DR.
Catechol O-methyltransferase val158-met genotype and individual variation in the brain
response to amphetamine.
Proc Natl Acad Sci USA.
2003;
, May 13;
100
((10))
6186-6191
Reference Ris Wihthout Link
- 42
Meyer-Lindenberg A, Miletich RS, Kohn PD, Esposito G, Carson RE, Quarantelli M, Weinberger DR, Berman KF.
Reduced prefrontal activity predicts exaggerated striatal dopaminergic function in
schizophrenia.
Nat Neurosci.
2002;
, Mar;
5
((3))
267-271
Reference Ris Wihthout Link
- 43
Miller DW, Abercrombie ED.
Effects of MK-801 on spontaneous and amphetamine-stimulated dopamine release in striatum
measured with in vivo microdialysis in awake rats.
Brain Res Bull.
1996;
40
((1))
57-62
Reference Ris Wihthout Link
- 44
Montag C, Heinz A, Kunz D, Gallinat J.
Self-reported empathic abilities in schizophrenia.
Schizophr Res.
2007;
, May;
92
((1-3))
85-89
Reference Ris Wihthout Link
- 45
Patil ST, Zhang L, Martenyi F, Lowe SL, Jackson KA, Andreev BV, Avedisova AS, Bardenstein LM, Gurovich IY, Morozova MA, Mosolov SN, Neznanov NG, Reznik AM, Smulevich AB, Tochilov VA, Johnson BG, Monn JA, Schoepp DD.
Activation of mGlu2/3 receptors as a new approach to treat schizophrenia: a randomized
Phase 2 clinical trial.
Nat Med.
2007;
, Oct;
13
((9))
1102-1107
Reference Ris Wihthout Link
- 46
Pearlson GD.
Psychiatric and medical syndromes associated with phencyclidine (PCP) abuse.
Johns Hopkins Med J.
1981;
, Jan;
148
((1))
25-33
Reference Ris Wihthout Link
- 47
Pycock CJ, Kerwin RW, Carter CJ.
Effect of lesion of cortical dopamine terminals on subcortical dopamine receptors
in rats.
Nature.
1980;
, Jul 3;
286
((5768))
74-76
Reference Ris Wihthout Link
- 48
Schultz W, Dayan P, Montague PR.
A neural substrate of prediction and reward.
Science.
1997;
, Mar 14;
275
((5306))
1593-1599
Reference Ris Wihthout Link
- 49
Sesack SR, Carr DB, Omelchenko N, Pinto A.
Anatomical substrates for glutamate-dopamine interactions: evidence for specificity
of connections and extrasynaptic actions.
Ann NY Acad Sci.
2003;
, Nov;
1003
36-52
Reference Ris Wihthout Link
- 50
Thompson JL, Pogue-Geile MF, Grace AA.
Developmental pathology, dopamine, and stress: a model for the age of onset of schizophrenia
symptoms.
Schizophr Bull.
2004;
30
((4))
875-900
Reference Ris Wihthout Link
- 51
Tretter F, Scherer J.
Schizophrenia, neurobiology and the methodology of systemic modeling.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl 1)
S26-S35
Reference Ris Wihthout Link
- 52
Wang XJ.
Toward a prefrontal microcircuit model for cognitive defi-cits in schizophrenia.
Pharmacopsychiatry.
2006;
, Feb;
39
(Suppl 1)
S80-S87
Reference Ris Wihthout Link
- 53
Weinberger DR.
Implications of normal brain development for the pathogenesis of schizophrenia.
Arch Gen Psychiatry.
1987;
, Jul;
44
((7))
660-669
Reference Ris Wihthout Link
- 54
Wennekers T, Ay N, Andras P.
High-resolution multiple-unit EEG in cat auditory cortex reveals large spatio-temporal
stochastic interactions.
Biosystems.
2007;
, May-Jun;
89
((1-3))
190-197
Reference Ris Wihthout Link
- 55
West AR, Grace AA.
Opposite influences of endogenous dopamine D1 and D2 receptor activation on activity
states and electrophysiological properties of striatal neurons: studies combining
in vivo intracellular recordings and reverse microdialysis.
J Neurosci.
2002;
, Jan 1;
22
((1))
294-304
Reference Ris Wihthout Link
- 56
Willner P.
The dopamine hypothesis of schizophrenia: current status, future prospects.
Int Clin Psychopharmacol.
1997;
, Nov;
12
((6))
297-308
Reference Ris Wihthout Link
- 57
Zangen A, Hyodo K.
Transcranial magnetic stimulation induces increases in extracellular levels of dopamine
and glutamate in the nucleus accumbens.
Neuroreport.
2002;
, Dec 20;
13
((18))
2401-2405
Reference Ris Wihthout Link
Correspondence
PD Dr. J. Gallinat
Klinik für Psychiatrie und Psychotherapie
Charité Universitätsmedizin Berlin
Charité Campus Mitte
Charitéplatz 1
10117 Berlin
Germany
Phone: +49/30/450 517 07 0
Fax: +49/30/450 517 96 2
Email: juergen.gallinat@charite.de