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
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