Dopamine and schizophrenia from bench to bedside: Discovery of a striatal co-expression risk gene set that predicts in vivo measures of striatal function

Schizophrenia (SCZ) is characterized by a polygenic risk architecture implicating diverse molecular pathways important for synaptic function. However, how polygenic risk funnels through these pathways to translate into syndromic illness is unanswered. To evaluate biologically meaningful pathways of risk, we used tensor decomposition to characterize gene co-expression in post-mortem brain (of neurotypicals: N=154; patients with SCZ: N=84; and GTEX samples N=120) from caudate nucleus (CN), hippocampus (HP), and dorsolateral prefrontal cortex (DLPFC). We identified a CN-predominant gene set showing dopaminergic selectivity that was enriched for genes associated with clinical state and for genes associated with SCZ risk. Parsing polygenic risk score for SCZ based on this specific gene set (parsed-PRS), we found that greater pathway-specific SCZ risk predicted greater in vivo striatal dopamine synthesis capacity measured by [18F]-FDOPA PET in three independent cohorts of neurotypicals and patients (total N=235) and greater fMRI striatal activation during reward anticipation in two additional independent neurotypical cohorts (total N=141). These results reveal a ‘bench to bedside’ translation of dopamine-linked genetic risk variation in driving in vivo striatal neurochemical and hemodynamic phenotypes that have long been implicated in the pathophysiology of SCZ.

[1]  Elizabeth K. Baker,et al.  Effectiveness of KarXT (xanomeline-trospium) for cognitive impairment in schizophrenia: post hoc analyses from a randomised, double-blind, placebo-controlled phase 2 study , 2022, Translational Psychiatry.

[2]  H. Cao,et al.  Neural substrates of reward anticipation and outcome in schizophrenia: a meta-analysis of fMRI findings in the monetary incentive delay task , 2022, Translational Psychiatry.

[3]  G. Pergola,et al.  Lessons Learned From Parsing Genetic Risk for Schizophrenia Into Biological Pathways , 2022, Biological Psychiatry.

[4]  S. Stahl,et al.  Muscarinic acetylcholine receptors for psychotic disorders: bench-side to clinic. , 2022, Trends in pharmacological sciences.

[5]  Michael F. Green,et al.  Mapping genomic loci implicates genes and synaptic biology in schizophrenia , 2022, Nature.

[6]  Michael D. Gregory,et al.  Clinical correlation but no elevation of striatal dopamine synthesis capacity in two independent cohorts of medication-free individuals with schizophrenia , 2021, Molecular Psychiatry.

[7]  Louise A. Huuki,et al.  Single-nucleus transcriptome analysis reveals cell-type-specific molecular signatures across reward circuitry in the human brain , 2021, Neuron.

[8]  Richard F. Betzel,et al.  Brain network dynamics during working memory are modulated by dopamine and diminished in schizophrenia , 2021, Nature Communications.

[9]  P. Conn,et al.  Targeting muscarinic receptors to treat schizophrenia , 2021, Behavioural Brain Research.

[10]  Harper B. Fauni,et al.  A computational tool (H-MAGMA) for improved prediction of brain disorder risk genes by incorporating brain chromatin interaction profiles , 2020, Nature Neuroscience.

[11]  F. Turkheimer,et al.  The relationship between grey matter volume and striatal dopamine function in psychosis: a multi-modal 18F-DOPA PET and voxel-based morphometry study , 2019, Molecular Psychiatry.

[12]  Andrew E. Jaffe,et al.  Prefrontal Coexpression of Schizophrenia Risk Genes Is Associated With Treatment Response in Patients , 2019, Biological Psychiatry.

[13]  T. Raj,et al.  Tensor decomposition of stimulated monocyte and macrophage gene expression profiles identifies neurodegenerative disease-specific trans-eQTLs , 2018, bioRxiv.

[14]  Daniel R Weinberger,et al.  Identification and prioritization of gene sets associated with schizophrenia risk by co-expression network analysis in human brain , 2018, bioRxiv.

[15]  Y. Saeys,et al.  A comprehensive evaluation of module detection methods for gene expression data , 2018, Nature Communications.

[16]  O. Howes,et al.  Defining the Locus of Dopaminergic Dysfunction in Schizophrenia: A Meta-analysis and Test of the Mesolimbic Hypothesis , 2017, Schizophrenia bulletin.

[17]  Nicola J. Rinaldi,et al.  Genetic effects on gene expression across human tissues , 2017, Nature.

[18]  R. Gur,et al.  Striatal dysfunction in patients with schizophrenia and their unaffected first-degree relatives , 2017, Schizophrenia Research.

[19]  J. Kwon,et al.  Presynaptic Dopamine Capacity in Patients with Treatment-Resistant Schizophrenia Taking Clozapine: An [18F]DOPA PET Study , 2017, Neuropsychopharmacology.

[20]  Robin M. Murray,et al.  The Role of Genes, Stress, and Dopamine in the Development of Schizophrenia , 2017, Biological Psychiatry.

[21]  Hyejung Won,et al.  The road to precision psychiatry: translating genetics into disease mechanisms , 2016, Nature Neuroscience.

[22]  Nora C. Vetter,et al.  Polygenic Risk of Psychosis and Ventral Striatal Activation During Reward Processing in Healthy Adolescents. , 2016, JAMA psychiatry.

[23]  M. McCarthy,et al.  Tensor decomposition for multi-tissue gene expression experiments , 2016, Nature Genetics.

[24]  A. Grace Dysregulation of the dopamine system in the pathophysiology of schizophrenia and depression , 2016, Nature Reviews Neuroscience.

[25]  Benjamin A. Logsdon,et al.  Gene Expression Elucidates Functional Impact of Polygenic Risk for Schizophrenia , 2016, Nature Neuroscience.

[26]  G. Juckel Inhibition of the reward system by antipsychotic treatment , 2016, Dialogues in clinical neuroscience.

[27]  S. Horvath,et al.  Shared molecular neuropathology across major psychiatric disorders parallels polygenic overlap , 2016, Science.

[28]  E. Heerey,et al.  The nature of anhedonia and avolition in patients with first-episode schizophrenia , 2015, Psychological Medicine.

[29]  P. Calabresi,et al.  Direct and indirect pathways of basal ganglia: a critical reappraisal , 2014, Nature Neuroscience.

[30]  R. Murray,et al.  Schizophrenia: an integrated sociodevelopmental-cognitive model , 2014, The Lancet.

[31]  A. Meyer-Lindenberg,et al.  Ventral striatal activation during attribution of stimulus saliency and reward anticipation is correlated in unmedicated first episode schizophrenia patients , 2012, Schizophrenia Research.

[32]  Mark Slifstein,et al.  The nature of dopamine dysfunction in schizophrenia and what this means for treatment. , 2012, Archives of general psychiatry.

[33]  S. Kapur,et al.  Alterations of the Brain Reward System in Antipsychotic Naïve Schizophrenia Patients , 2012, Biological Psychiatry.

[34]  R. Murray,et al.  Progressive increase in striatal dopamine synthesis capacity as patients develop psychosis: a PET study , 2011, Molecular Psychiatry.

[35]  T. van Amelsvoort,et al.  Dopaminergic modulation of the human reward system: a placebo-controlled dopamine depletion fMRI study , 2011, Journal of psychopharmacology.

[36]  Fabio Sambataro,et al.  Genetically Determined Measures of Striatal D2 Signaling Predict Prefrontal Activity during Working Memory Performance , 2010, PloS one.

[37]  H. Heinze,et al.  Mesolimbic Functional Magnetic Resonance Imaging Activations during Reward Anticipation Correlate with Reward-Related Ventral Striatal Dopamine Release , 2008, The Journal of Neuroscience.

[38]  A. Christopoulos,et al.  Allosteric modulation of the muscarinic M4 receptor as an approach to treating schizophrenia , 2008, Proceedings of the National Academy of Sciences.

[39]  Craig Mallinckrodt,et al.  Selective muscarinic receptor agonist xanomeline as a novel treatment approach for schizophrenia. , 2008, The American journal of psychiatry.

[40]  T. McGlashan,et al.  Striatal Dopamine Synthesis in First-degree Relatives of Patients with Schizophrenia , 2008, Biological Psychiatry.

[41]  Leonardo Fazio,et al.  Polymorphisms in human dopamine D2 receptor gene affect gene expression, splicing, and neuronal activity during working memory , 2007, Proceedings of the National Academy of Sciences.

[42]  B. Gallhofer,et al.  The Influence of Antipsychotic Treatment on Brain Reward System Reactivity in Schizophrenia Patients , 2007, Pharmacopsychiatry.

[43]  Brian Knutson,et al.  Dysfunction of ventral striatal reward prediction in schizophrenic patients treated with typical, not atypical, neuroleptics , 2006, Psychopharmacology.

[44]  Arno Villringer,et al.  Dysfunction of ventral striatal reward prediction in schizophrenia , 2006, NeuroImage.

[45]  S. Horvath,et al.  Statistical Applications in Genetics and Molecular Biology , 2011 .

[46]  A. Meyer-Lindenberg,et al.  Regionally specific disturbance of dorsolateral prefrontal-hippocampal functional connectivity in schizophrenia. , 2005, Archives of general psychiatry.

[47]  Brian Knutson,et al.  Amphetamine Modulates Human Incentive Processing , 2004, Neuron.

[48]  A. Meyer-Lindenberg,et al.  Reduced prefrontal activity predicts exaggerated striatal dopaminergic function in schizophrenia , 2002, Nature Neuroscience.

[49]  C. Nicholson,et al.  Amphetamine Distorts Stimulation-Dependent Dopamine Overflow: Effects on D2 Autoreceptors, Transporters, and Synaptic Vesicle Stores , 2001, The Journal of Neuroscience.

[50]  Alessandro Usiello,et al.  Distinct functions of the two isoforms of dopamine D2 receptors , 2000, Nature.

[51]  R. V. Van Heertum,et al.  Increased baseline occupancy of D2 receptors by dopamine in schizophrenia. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[52]  Alan C. Evans,et al.  Elevated dopa decarboxylase activity in living brain of patients with psychosis. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[53]  D. Weinberger Implications of normal brain development for the pathogenesis of schizophrenia. , 1987, Archives of general psychiatry.

[54]  S. Thiemann,et al.  Depression, Parkinsonian Symptoms, and Negative Symptoms in Schizophrenics Treated With Neuroleptics , 1987, The Journal of nervous and mental disease.

[55]  S H Snyder,et al.  Dopamine receptor binding predicts clinical and pharmacological potencies of antischizophrenic drugs , 1976, Science.

[56]  Marie-Claude Asselin,et al.  Elevated striatal dopamine function linked to prodromal signs of schizophrenia. , 2009, Archives of general psychiatry.

[57]  Paul J. Harrison,et al.  Schizophrenia genes, gene expression, and neuropathology: on the matter of their convergence , 2005, Molecular Psychiatry.