Cited by 101Schizophrenia research and treatmentEpigenetics and DNA MethylationBipolar Disorder and Treatment

Circuit- and Diagnosis-Specific DNA Methylation Changes at γ-Aminobutyric Acid–Related Genes in Postmortem Human Hippocampus in Schizophrenia and Bipolar Disorder

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Ruzicka, W. Brad, Subburaju, Sivan, Benes, Francine M.·2015·JAMA Psychiatry

Abstract

IMPORTANCE: Dysfunction related to γ-aminobutyric acid (GABA)-ergic neurotransmission in the pathophysiology of major psychosis has been well established by the work of multiple groups across several decades, including the widely replicated downregulation of GAD1. Prior gene expression and network analyses within the human hippocampus implicate a broader network of genes, termed the GAD1 regulatory network, in regulation of GAD1 expression. Several genes within this GAD1 regulatory network show diagnosis- and sector-specific expression changes within the circuitry of the hippocampus, influencing abnormal GAD1 expression in schizophrenia and bipolar disorder. OBJECTIVE: To investigate the hypothesis that aberrant DNA methylation contributes to circuit- and diagnosis-specific abnormal expression of GAD1 regulatory network genes in psychotic illness. DESIGN, SETTING, AND PARTICIPANTS: This epigenetic association study targeting GAD1 regulatory network genes was conducted between July 1, 2012, and June 30, 2014. Postmortem human hippocampus tissue samples were obtained from 8 patients with schizophrenia, 8 patients with bipolar disorder, and 8 healthy control participants matched for age, sex, postmortem interval, and other potential confounds from the Harvard Brain Tissue Resource Center, McLean Hospital, Belmont, Massachusetts. We extracted DNA from laser-microdissected stratum oriens tissue of cornu ammonis 2/3 (CA2/3) and CA1 postmortem human hippocampus, bisulfite modified it, and assessed it with the Infinium HumanMethylation450 BeadChip (Illumina, Inc). The subset of CpG loci associated with GAD1 regulatory network genes was analyzed in R version 3.1.0 software (R Foundation) using the minfi package. Findings were validated using bisulfite pyrosequencing. MAIN OUTCOMES AND MEASURES: Methylation levels at 1308 GAD1 regulatory network-associated CpG loci were assessed both as individual sites to identify differentially methylated positions and by sharing information among colocalized probes to identify differentially methylated regions. RESULTS: A total of 146 differentially methylated positions with a false detection rate lower than 0.05 were identified across all 6 groups (2 circuit locations in each of 3 diagnostic categories), and 54 differentially methylated regions with P < .01 were identified in single-group comparisons. Methylation changes were enriched in MSX1, CCND2, and DAXX at specific loci within the hippocampus of patients with schizophrenia and bipolar disorder. CONCLUSIONS AND RELEVANCE: This work demonstrates diagnosis- and circuit-specific DNA methylation changes at a subset of GAD1 regulatory network genes in the human hippocampus in schizophrenia and bipolar disorder. These genes participate in chromatin regulation and cell cycle control, supporting the concept that the established GABAergic dysfunction in these disorders is related to disruption of GABAergic interneuron physiology at specific circuit locations within the human hippocampus.

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  • A dysregulation of multiple DNAm positions in the regulatory network of GAD1 was identified in patients with SCZ and BD compared to controls.

    “A dysregulation of multiple DNAm positions in the regulatory network of GAD1, was identified in patients with SCZ and BD compared to controls (Ruzicka, Subburaju, & Benes, 2015).”

    From Can epigenetics shine a light on the biological pathways underlying major mental disorders? (2022) · cites this paper as Ruzicka, Subburaju, & Benes, 2015

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  1. [1]Akbarian S Kim JJ Potkin SG Gene expression for glutamic acid decarboxylase is reduced without loss of neurons in prefrontal cortex of schizophrenics Arch Gen Psychiatry 1995 52 4 258 266 7702443
  2. [2]Guidotti A Auta J Davis JM Decrease in reelin and glutamic acid decarboxylase67 (GAD67) expression in schizophrenia and bipolar disorder: a postmortem brain study Arch Gen Psychiatry 2000 57 11 1061 1069 11074872
  3. [3]Volk DW Austin MC Pierri JN Sampson AR Lewis DA Decreased glutamic acid decarboxylase67 messenger RNA expression in a subset of prefrontal cortical gamma-aminobutyric acid neurons in subjects with schizophrenia Arch Gen Psychiatry 2000 57 3 237 245 10711910
  4. [4]Hashimoto T Volk DW Eggan SM Gene expression deficits in a subclass of GABA neurons in the prefrontal cortex of subjects with schizophrenia J Neurosci 2003 23 15 6315 6326 12867516 PMC6740534
  5. [5]Benes FM Lim B Matzilevich D Walsh JP Subburaju S Minns M Regulation of the GABA cell phenotype in hippocampus of schizophrenics and bipolars Proc Natl Acad Sci U S A 2007 104 24 10164 10169 17553960 PMC1888575
  6. [6]Kahn RS Keefe RS Schizophrenia is a cognitive illness: time for a change in focus JAMA Psychiatry 2013 70 10 1107 1112 23925787
  7. [7]Chen CM Stanford AD Mao X GABA level, gamma oscillation, and working memory performance in schizophrenia Neuroimage Clin 2014 4 531 539 24749063 PMC3989525
  8. [8]Díez Á Suazo V Casado P Martín-Loeches M Molina V Gamma power and cognition in patients with schizophrenia and their first-degree relatives Neuropsychobiology 2014 69 2 120 128 24732388
  9. [10]Butte AJ Kohane IS Mutual information relevance networks: functional genomic clustering using pairwise entropy measurements Pac Symp Biocomput 2000 418 429 10902190
  10. [11]Benes FM Regulation of cell cycle and DNA repair in post-mitotic GABA neurons in psychotic disorders Neuropharmacology 2011 60 7–8 1232 1242 21184762
  11. [12]Benes FM Berretta S GABAergic interneurons: implications for understanding schizophrenia and bipolar disorder Neuropsychopharmacology 2001 25 1 1 27 11377916
  12. [13]Dulac C Brain function and chromatin plasticity Nature 2010 465 7299 728 735 20535202 PMC3075582
  13. [14]Shulha HP Cheung I Guo Y Akbarian S Weng Z Coordinated cell type-specific epigenetic remodeling in prefrontal cortex begins before birth and continues into early adulthood PLoS Genet 2013 9 4 e1003433 23593028 PMC3623761
  14. [15]Borrelli E Nestler EJ Allis CD Sassone-Corsi P Decoding the epigenetic language of neuronal plasticity Neuron 2008 60 6 961 974 19109904 PMC2737473
  15. [16]Akbarian S Huang HS Epigenetic regulation in human brain: focus on histone lysine methylation Biol Psychiatry 2009 65 3 198 203 18814864 PMC2637452
  16. [17]Painter RC Osmond C Gluckman P Hanson M Phillips DI Roseboom TJ Transgenerational effects of prenatal exposure to the Dutch famine on neonatal adiposity and health in later life BJOG 2008 115 10 1243 1249 18715409
  17. [18]Deng JV Rodriguiz RM Hutchinson AN Kim IH Wetsel WC West AE MeCP2 in the nucleus accumbens contributes to neural and behavioral responses to psychostimulants Nat Neurosci 2010 13 9 1128 1136 20711186 PMC2928851
  18. [19]Guo JU Ma DK Mo H Neuronal activity modifies the DNA methylation landscape in the adult brain Nat Neurosci 2011 14 10 1345 1351 21874013 PMC3183401
  19. [20]Xu R Spencer VA Bissell MJ Extracellular matrix-regulated gene expression requires cooperation of SWI/SNF and transcription factors J Biol Chem 2007 282 20 14992 14999 17387179 PMC2933196
  20. [21]Liu YZ Chrivia JC Latchman DS Nerve growth factor up-regulates the transcriptional activity of CBP through activation of the p42/p44(MAPK) cascade J Biol Chem 1998 273 49 32400 32407 9829969
  21. [22]Kesner RP Lee I Gilbert P A behavioral assessment of hippocampal function based on a subregional analysis Rev Neurosci 2004 15 5 333 351 15575490
  22. [23]Goodrich-Hunsaker NJ Hunsaker MR Kesner RP The interactions and dissociations of the dorsal hippocampus subregions: how the dentate gyrus, CA3, and CA1 process spatial information Behav Neurosci 2008 122 1 16 26 18298245
  23. [24]Tamminga CA Stan AD Wagner AD The hippocampal formation in schizophrenia Am J Psychiatry 2010 167 10 1178 1193 20810471
  24. [26]Jaffe AE Murakami P Lee H Bump hunting to identify differentially methylated regions in epigenetic epidemiology studies Int J Epidemiol 2012 41 1 200 209 22422453 PMC3304533
  25. [27]Ladd-Acosta C Hansen KD Briem E Fallin MD Kaufmann WE Feinberg AP Common DNA methylation alterations in multiple brain regions in autism Mol Psychiatry 2014 19 8 862 871 23999529 PMC4184909
  26. [28]Aryee MJ Jaffe AE Corrada-Bravo H Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays Bioinformatics 2014 30 10 1363 1369 24478339 PMC4016708
  27. [29]Du P Zhang X Huang CC Comparison of beta-value and M-value methods for quantifying methylation levels by microarray analysis BMC Bioinformatics 2010 11 587 21118553 PMC3012676
  28. [31]Tost J Gut IG DNA methylation analysis by pyrosequencing Nat Protoc 2007 2 9 2265 2275 17853883
  29. [32]Li LC Dahiya R MethPrimer: designing primers for methylation PCRs Bioinformatics 2002 18 11 1427 1431 12424112
  30. [33]Jones PA Functions of DNA methylation: islands, start sites, gene bodies and beyond Nat Rev Genet 2012 13 7 484 492 22641018
  31. [34]Grayson DR Guidotti A The dynamics of DNA methylation in schizophrenia and related psychiatric disorders Neuropsychopharmacology 2013 38 1 138 166 22948975 PMC3521968
  32. [35]Grayson DR Jia X Chen Y Reelin promoter hypermethylation in schizophrenia Proc Natl Acad Sci U S A 2005 102 26 9341 9346 15961543 PMC1166626
  33. [36]Veldic M Caruncho HJ Liu WS DNA-methyltransferase 1 mRNA is selectively overexpressed in telencephalic GABAergic interneurons of schizophrenia brains Proc Natl Acad Sci U S A 2004 101 1 348 353 14684836 PMC314188
  34. [37]Mill J Tang T Kaminsky Z Epigenomic profiling reveals DNA-methylation changes associated with major psychosis Am J Hum Genet 2008 82 3 696 711 18319075 PMC2427301
  35. [38]Wockner LF Noble EP Lawford BR Genome-wide DNA methylation analysis of human brain tissue from schizophrenia patients Transl Psychiatry 2014 4 e339 24399042 PMC3905221
  36. [39]Ruzicka WB Zhubi A Veldic M Grayson DR Costa E Guidotti A Selective epigenetic alteration of layer I GABAergic neurons isolated from prefrontal cortex of schizophrenia patients using laser-assisted microdissection Mol Psychiatry 2007 12 4 385 397 17264840
  37. [40]Ernst C McGowan PO Deleva V Meaney MJ Szyf M Turecki G The effects of pH on DNA methylation state: in vitro and post-mortem brain studies J Neurosci Methods 2008 174 1 123 125 18656499
  38. [41]Asai T Bundo M Sugawara H Effect of mood stabilizers on DNA methylation in human neuroblastoma cells Int J Neuropsychopharmacol 2013 16 10 2285 2294 23931339
  39. [42]Phiel CJ Zhang F Huang EY Guenther MG Lazar MA Klein PS Histone deacetylase is a direct target of valproic acid, a potent anticonvulsant, mood stabilizer, and teratogen J Biol Chem 2001 276 39 36734 36741 11473107
  40. [43]Huang HS Akbarian S GAD1 mRNA expression and DNA methylation in prefrontal cortex of subjects with schizophrenia PLoS One 2007 2 8 e809 17726539 PMC1950080
  41. [44]Ramos C Martinez A Robert B Soriano E Msx1 expression in the adult mouse brain: characterization of populations of beta-galactosidase-positive cells in the hippocampus and fimbria Neuroscience 2004 127 4 893 900 15312901
  42. [45]Wang J Kumar RM Biggs VJ The Msx1 homeoprotein recruits polycomb to the nuclear periphery during development Dev Cell 2011 21 3 575 588 21852201 PMC3673563
  43. [47]Bharadwaj R Jiang Y Mao W Conserved chromosome 2q31 conformations are associated with transcriptional regulation of GAD1 GABA synthesis enzyme and altered in prefrontal cortex of subjects with schizophrenia J Neurosci 2013 33 29 11839 11851 23864674 PMC3713726
  44. [48]Leto K Bartolini A Di Gregorio A Modulation of cell-cycle dynamics is required to regulate the number of cerebellar GABAergic interneurons and their rhythm of maturation Development 2011 138 16 3463 3472 21771816
  45. [49]Gilani AI Chohan MO Inan M Interneuron precursor transplants in adult hippocampus reverse psychosis-relevant features in a mouse model of hippocampal disinhibition Proc Natl Acad Sci U S A 2014 111 20 7450 7455 24794528 PMC4034251
  46. [50]Michod D Bartesaghi S Khelifi A Calcium-dependent dephosphorylation of the histone chaperone DAXX regulates H3.3 loading and transcription upon neuronal activation Neuron 2012 74 1 122 135 22500635 PMC3657165
  47. [51]Benes FM Lim B Subburaju S Site-specific regulation of cell cycle and DNA repair in post-mitotic GABA cells in schizophrenic versus bipolars Proc Natl Acad Sci U S A 2009 106 28 11731 11736 19564623 PMC2703668
  48. [52]Benes FM Relationship of GAD(67) regulation to cell cycle and DNA repair in GABA neurons in the adult hippocampus: bipolar disorder versus schizophrenia Cell Cycle 2010 9 4 625 627 20107308
  49. [53]Fan Y Abrahamsen G McGrath JJ Mackay-Sim A Altered cell cycle dynamics in schizophrenia Biol Psychiatry 2012 71 2 129 135 22074612
  50. [54]Wu Q Li Y Xiao B DISC1-related signaling pathways in adult neurogenesis of the hippocampus Gene 2013 518 2 223 230 23353011

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Sorted by citations

Authors
Ruzicka, W. B., Subburaju, S., & Benes, F. M.
Affiliations
Harvard University (US)
Venue
JAMA Psychiatry
Published
2015-06-01
Volume
72
Issue
6
Pages
541
ISSN
2168-622X (ISSN-L)
OpenAlex
W2104031918
Cited by
101
References
3
Citations by year
2026: 3 · 2025: 2 · 2024: 8 · 2023: 5 · 2022: 6 · 2021: 8 · 2020: 13 · 2019: 8 · 2018: 12 · 2017: 13 · 2016: 18 · 2015: 5
FWCI
13.00
Type
journal article
Language
en
Open access
Locations
  • JAMA Psychiatry (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute of Mental Health (MH077175, R25MH094612, MH/NS077550, R34MH077550, R01MH077175)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
  • Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
Keywords
DNA methylation, GABAergic neurotransmission, GAD1, schizophrenia, bipolar disorder, CA2/3, CA1, differentially methylated regions, differentially methylated positions, epigenetics, psychosis, GABAA receptor subunits, GABA-A receptor alpha1 subunit
MeSH terms
Bipolar Disorder, gamma-Aminobutyric Acid, Glutamate Decarboxylase, Hippocampus, Humans, Nuclear Proteins, Schizophrenia, Signal Transduction, Case-Control Studies, Molecular Chaperones, CpG Islands, DNA Methylation, Adaptor Proteins, Signal Transducing, MSX1 Transcription Factor, Genetic Association Studies, Cyclin D2, Co-Repressor Proteins

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