Comparative gene expression analysis of blood and brain provides concurrent validation of SELENBP1 up-regulation in schizophrenia

被引:251
作者
Glatt, SJ
Everall, IP
Kremen, WS
Corbeil, J
Sásik, R
Khanlou, N
Han, M
Liew, CC
Tsuang, MT [1 ]
机构
[1] ChondroGene Inc, Toronto, ON M3J 3K4, Canada
[2] Univ Calif San Diego, Ctr Canc, Ctr Behav Genom, Dept Psychiat, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Ctr Canc, Ctr Behav Genom, Dept Med, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, HIV Neurobehav Res Ctr, La Jolla, CA 92093 USA
[5] Vet Med Res Fdn, La Jolla, CA 92161 USA
[6] Univ Laval, Dept Anat & Physiol, Quebec City, PQ G1V 4G2, Canada
[7] Harvard Univ, Inst Psychiat Epidemiol & Genet, Dept Epidemiol, Boston, MA 02115 USA
[8] Harvard Univ, Inst Psychiat Epidemiol & Genet, Dept Psychiat, Boston, MA 02115 USA
[9] Vet Affairs Healthcare Syst, La Jolla, CA 92161 USA
关键词
microarray; ontology;
D O I
10.1073/pnas.0507666102
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Microarray techniques hold great promise for identifying risk factors for schizophrenia (SZ) but have not yet generated widely reproducible results due to methodological differences between studies and the high risk of type I inferential errors. Here we established a protocol for conservative analysis and interpretation of gene expression data from the dorsolateral pref rontal cortex of SZ patients using statistical and bioinformatic methods that limit false positives. We also compared brain gene expression profiles with those from peripheral blood cells of a separate sample of SZ patients to identify disease-associated genes that generalize across tissues and populations and further substantiate the use of gene expression profiling of blood for detecting valid SZ biomarkers. Implementing this systematic approach, we: (i) discovered 177 putative SZ risk genes in brain, 28 of which map to linked chromosomal loci; (h) delineated six biological processes and 12 molecular functions that may be particularly disrupted in the illness; (iii) identified 123 putative SZ biomarkers in blood, 6 of which (BTG1, GSK3A, HLA-DRB1, HNRPA3, SELENBP1, and SFRS1) had corresponding differential expression in brain; (iv) verified the differential expression of the strongest candidate SZ biomarker (SELENBP1) in blood; and (v) demonstrated neuronal and glial expression of SELENBP1 protein in brain. The continued application of this approach in other brain regions and populations should facilitate the discovery of highly reliable and reproducible candidate risk genes and biomarkers for SZ. The identification of valid peripheral biomarkers for SZ may ultimately facilitate early identification, intervention, and prevention efforts as well.
引用
收藏
页码:15533 / 15538
页数:6
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