Correspondence of DNA Methylation Between Blood and Brain Tissue and Its Application to Schizophrenia Research

被引:189
|
作者
Walton, Esther [1 ,2 ]
Hass, Johanna [1 ,3 ]
Liu, Jingyu [4 ]
Roffman, Joshua L. [5 ,6 ]
Bernardoni, Fabio [1 ]
Roessner, Veit [1 ]
Kirsch, Matthias [7 ,8 ,9 ]
Schackert, Gabriele [7 ]
Calhoun, Vince [4 ,10 ]
Ehrlich, Stefan [1 ,5 ,6 ]
机构
[1] Tech Univ Dresden, Fac Med, Translat Dev Neurosci Sect, Dept Child & Adolescent Psychiat, Dresden, Germany
[2] Kings Coll London, Dept Psychol, Inst Psychol Psychiat & Neurosci, London WC2R 2LS, England
[3] Univ Tubingen, Inst Trop Med, Tubingen, Germany
[4] Mind Res Network, Albuquerque, NM USA
[5] Massachusetts Gen Hosp, MGH MIT HMS Martinos Ctr Biomed Imaging, Charlestown, MA USA
[6] Massachusetts Gen Hosp, Dept Psychiat, Boston, MA 02114 USA
[7] Tech Univ Dresden, Fac Med, Dept Neurosurg, Dresden, Germany
[8] Tech Univ Dresden, DFG Res Ctr, Ctr Regenerat Therapies Dresden, Dresden, Germany
[9] Tech Univ Dresden, Cluster Excellence, Dresden, Germany
[10] Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
基金
美国国家卫生研究院;
关键词
DNA methylation; cross-tissue; blood; brain; correlation; schizophrenia; BIPOLAR DISORDER; SOCIAL MEMORY; GENE; VASOPRESSIN; PSYCHOSIS; PROMOTER; HYPERMETHYLATION; RECEPTOR; EXPOSURE; GENOME;
D O I
10.1093/schbul/sbv074
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Given the difficulty of procuring human brain tissue, a key question in molecular psychiatry concerns the extent to which epigenetic signatures measured in more accessible tissues such as blood can serve as a surrogate marker for the brain. Here, we aimed (1) to investigate the blood-brain correspondence of DNA methylation using a within-subject design and (2) to identify changes in DNA methylation of brain-related biological pathways in schizophrenia. We obtained paired blood and temporal lobe biopsy samples simultaneously from 12 epilepsy patients during neurosurgical treatment. Using the Infinium 450K methylation array we calculated similarity of blood and brain DNA methylation for each individual separately. We applied our findings by performing gene set enrichment analyses (GSEA) of peripheral blood DNA methylation data (Infinium 27K) of 111 schizophrenia patients and 122 healthy controls and included only Cytosine-phosphate-Guanine (CpG) sites that were significantly correlated across tissues. Only 7.9% of CpG sites showed a statistically significant, large correlation between blood and brain tissue, a proportion that although small was significantly greater than predicted by chance. GSEA analysis of schizophrenia data revealed altered methylation profiles in pathways related to precursor metabolites and signaling peptides. Our findings indicate that most DNA methylation markers in peripheral blood do not reliably predict brain DNA methylation status. However, a subset of peripheral data may proxy methylation status of brain tissue. Restricting the analysis to these markers can identify meaningful epigenetic differences in schizophrenia and potentially other brain disorders.
引用
收藏
页码:406 / 414
页数:9
相关论文
共 50 条
  • [41] A Whole Methylome Study of Ethanol Exposure in Brain and Blood: An Exploration of the Utility of Peripheral Blood as Proxy Tissue for Brain in Alcohol Methylation Studies
    Clark, Shaunna L.
    Costin, Blair N.
    Chan, Robin F.
    Johnson, Alexander W.
    Xie, Linying
    Jurmain, Jessica L.
    Kumar, Gaurav
    Shabalin, Andrey A.
    Pandey, Ashutosh K.
    Aberg, Karolina A.
    Miles, Michael F.
    van den Oord, Edwin
    ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH, 2018, 42 (12) : 2360 - 2368
  • [42] Comparison of DNA Methylation Profiles of Hemostatic Genes between Liver Tissue and Peripheral Blood within Individuals
    Lindvall, Martina Olsson
    Angerfors, Annelie
    Andersson, Bjoern
    Nilsson, Staffan
    Lopez, Marcela Davila
    Hansson, Lena
    Stanne, Tara M.
    Jern, Christina
    THROMBOSIS AND HAEMOSTASIS, 2021, 121 (05) : 573 - 583
  • [43] Methylation of the Reelin Gene Promoter in Peripheral Blood and Its Relationship with the Cognitive Function of Schizophrenia Patients
    M. V. Alfimova
    N. V. Kondratiev
    A. K. Golov
    V. E. Golimbet
    Molecular Biology, 2018, 52 : 676 - 685
  • [44] DNA Methylation: Basic Biology and Application to Traumatic Brain Injury
    Mateen, Bilal A.
    Hill, Ciaran S.
    Biddie, Simon C.
    Menon, David K.
    JOURNAL OF NEUROTRAUMA, 2017, 34 (16) : 2379 - 2388
  • [45] Increases in Bdnf DNA Methylation in the Prefrontal Cortex Following Aversive Caregiving Are Reflected in Blood Tissue
    Duffy, Hannah B. D.
    Roth, Tania L.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2020, 14
  • [46] Temporal changes in DNA methylation and RNA expression in a small song bird: within- and between-tissue comparisons
    Lindner, Melanie
    Verhagen, Irene
    Viitaniemi, Heidi M.
    Laine, Veronika N.
    Visser, Marcel E.
    Husby, Arild
    van Oers, Kees
    BMC GENOMICS, 2021, 22 (01)
  • [47] Regulation of gene transcription in bipolar disorders: Role of DNA methylation in the relationship between prodynorphin and brain derived neurotrophic factor
    D'Addario, Claudio
    Palazzo, Maria Carlotta
    Benatti, Beatrice
    Grancini, Benedetta
    Pucci, Mariangela
    Di Francesco, Andrea
    Camuri, Giulia
    Galimberti, Daniela
    Fenoglio, Chiara
    Scarpini, Elio
    Altamura, A. Carlo
    Maccarrone, Mauro
    Dell'Osso, Bernardo
    PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2018, 82 : 314 - 321
  • [48] Association between alcohol consumption and DNA methylation in blood: a systematic review of observational studies
    Dragic, Dzevka
    Chang, Sue-Ling
    Ennour-Idrissi, Kaoutar
    Durocher, Francine
    Severi, Gianluca
    Diorio, Caroline
    EPIGENOMICS, 2022, 14 (12) : 793 - 810
  • [49] Differential DNA methylation in blood as a mediator of the association between cigarette smoking and bladder cancer risk among postmenopausal women
    Jordahl, Kristina M.
    Phipps, Amanda, I
    Randolph, Timothy W.
    Tindle, Hilary A.
    Liu, Simin
    Tinker, Lesley F.
    Kelsey, Karl T.
    White, Emily
    Bhatti, Parveen
    EPIGENETICS, 2019, 14 (11) : 1065 - 1073
  • [50] Epigenetics and stroke: role of DNA methylation and effect of aging on blood-brain barrier recovery
    Phillips, Chelsea M.
    Stamatovic, Svetlana M.
    Keep, Richard F.
    Andjelkovic, Anuska V.
    FLUIDS AND BARRIERS OF THE CNS, 2023, 20 (01)