Using peripheral blood mononuclear cells to determine a gene expression profile of acute ischemic stroke - A pilot investigation

被引:164
作者
Moore, DF
Li, H
Jeffries, N
Wright, V
Cooper, RA
Elkahloun, A
Gelderman, MP
Zudaire, E
Blevins, G
Yu, H
Goldin, E
Baird, AE
机构
[1] NINDS, Stroke Neurosci Unit, NIH, Bethesda, MD 20892 USA
[2] NINDS, Biostat Branch, NIH, Bethesda, MD 20892 USA
[3] NINDS, Micro Array Core Facil, NIH, Bethesda, MD 20892 USA
[4] NINDS, Neuroimmunol Branch, NIH, Bethesda, MD 20892 USA
[5] NINDS, Dev & Metab Neurol Branch, NIH, Bethesda, MD 20892 USA
[6] US FDA, Lab Cellular Hematol, CBER, Rockville, MD 20857 USA
[7] NCI, Cell & Canc Biol Branch, NIH, Bethesda, MD 20892 USA
关键词
cerebral infarction; genes; ischemia; stroke;
D O I
10.1161/01.CIR.0000152105.79665.C6
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background - Direct brain biopsy is rarely indicated during acute stroke. This study uses peripheral blood mononuclear cells (PBMCs) to determine whether a systemic gene expression profile could be demonstrated in patients with acute ischemic stroke. Methods and Results - Using oligonucleotide microarrays, we compared the gene expression profile of an index cohort of 20 patients with confirmed ischemic stroke on neuroimaging studies with that of 20 referent subjects. Validation studies used quantitative real-time polymerase chain reaction to measure the levels of 9 upregulated genes in the index cohort, and an independent cohort of 9 patients and 10 referent subjects was prospectively studied to determine the accuracy of the Prediction Analysis for Microarrays list to classify stroke. After correction for multiple comparisons with the Bonferroni technique, 190 genes were significantly different between the stroke and referent groups. Broad classes of genes included white blood cell activation and differentiation (approximate to60%), genes associated with hypoxia and vascular repair, and genes potentially associated with an altered cerebral microenvironment. Real-time polymerase chain reaction confirmed increased mRNA expression in 9 of 9 upregulated stroke-associated genes in the index cohort. A panel of 22 genes derived from the Prediction Analysis for Microarrays algorithm in the index cohort classified stroke in the validation cohort with a sensitivity of 78% and a specificity of 80%. Control for the Framingham stroke risk score revealed only a partial dependence of the stroke gene expression profile in PBMCs on vascular risk. Conclusions - This study demonstrated an altered gene expression profile in PBMCs during acute ischemic stroke. Some genes with altered expression were consistent with an adaptive response to central nervous system ischemia.
引用
收藏
页码:212 / 221
页数:10
相关论文
共 37 条
[1]   Blood transcriptional signatures of multiple sclerosis: Unique gene expression of disease activity [J].
Achiron, A ;
Gurevich, M ;
Friedman, N ;
Kaminski, N ;
Mandel, M .
ANNALS OF NEUROLOGY, 2004, 55 (03) :410-417
[2]  
[Anonymous], 1993, Resampling-based multiple testing: Examples and methods for P-value adjustment
[3]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[4]   Molecular classification of cutaneous malignant melanoma by gene expression profiling [J].
Bittner, M ;
Meitzer, P ;
Chen, Y ;
Jiang, Y ;
Seftor, E ;
Hendrix, M ;
Radmacher, M ;
Simon, R ;
Yakhini, Z ;
Ben-Dor, A ;
Sampas, N ;
Dougherty, E ;
Wang, E ;
Marincola, F ;
Gooden, C ;
Lueders, J ;
Glatfelter, A ;
Pollock, P ;
Carpten, J ;
Gillanders, E ;
Leja, D ;
Dietrich, K ;
Beaudry, C ;
Berens, M ;
Alberts, D ;
Sondak, V ;
Hayward, N ;
Trent, J .
NATURE, 2000, 406 (6795) :536-540
[5]   Gene expression profile in multiple sclerosis patients and healthy controls:: identifying pathways relevant to disease [J].
Bomprezzi, R ;
Ringnér, M ;
Kim, S ;
Bittner, ML ;
Khan, J ;
Chen, YD ;
Elkahloun, A ;
Yu, AM ;
Bielekova, B ;
Meltzer, PS ;
Martin, R ;
McFarland, HF ;
Trent, JM .
HUMAN MOLECULAR GENETICS, 2003, 12 (17) :2191-2199
[6]   Minimum information about a microarray experiment (MIAME) - toward standards for microarray data [J].
Brazma, A ;
Hingamp, P ;
Quackenbush, J ;
Sherlock, G ;
Spellman, P ;
Stoeckert, C ;
Aach, J ;
Ansorge, W ;
Ball, CA ;
Causton, HC ;
Gaasterland, T ;
Glenisson, P ;
Holstege, FCP ;
Kim, IF ;
Markowitz, V ;
Matese, JC ;
Parkinson, H ;
Robinson, A ;
Sarkans, U ;
Schulze-Kremer, S ;
Stewart, J ;
Taylor, R ;
Vilo, J ;
Vingron, M .
NATURE GENETICS, 2001, 29 (04) :365-371
[7]   MEASUREMENTS OF ACUTE CEREBRAL INFARCTION - LESION SIZE BY COMPUTED-TOMOGRAPHY [J].
BROTT, T ;
MARLER, JR ;
OLINGER, CP ;
ADAMS, HP ;
TOMSICK, T ;
BARSAN, WG ;
BILLER, J ;
EBERLE, R ;
HERTZBERG, V ;
WALKER, M .
STROKE, 1989, 20 (07) :871-875
[8]   Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer [J].
Chang, JC ;
Wooten, EC ;
Tsimelzon, A ;
Hilsenbeck, SG ;
Gutierrez, MC ;
Elledge, R ;
Mohsin, S ;
Osborne, CK ;
Chamness, GC ;
Allred, DC ;
O'Connell, P .
LANCET, 2003, 362 (9381) :362-369
[9]  
del Zoppo GJ, 2000, THROMB RES, V98, pV73
[10]   Cluster analysis and display of genome-wide expression patterns [J].
Eisen, MB ;
Spellman, PT ;
Brown, PO ;
Botstein, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (25) :14863-14868