RNA Sequencing Analysis of Intracranial Aneurysm Walls Reveals Involvement of Lysosomes and Immunoglobulins in Rupture

被引:59
作者
Kleinloog, Rachel [1 ]
Verweij, Bon H. [1 ]
van der Vlies, Pieter [2 ]
Deelen, Patrick [2 ,3 ]
Swertz, Morris A. [2 ,3 ]
de Muynck, Louis [4 ]
Van Damme, Philip [4 ]
Giuliani, Fabrizio [1 ]
Regli, Luca [5 ]
van der Zwan, Albert [1 ]
van der Sprenkel, Jan W. Berkelbach [1 ]
Han, K. Sen [1 ]
Gosselaar, Peter [1 ]
van Rijen, Peter C. [1 ]
Korkmaz, Emine [6 ]
Post, Jan A. [6 ]
Rinkel, Gabriel J. E. [1 ]
Veldink, Jan H. [1 ]
Ruigrok, Ynte M. [1 ]
机构
[1] Univ Med Ctr Utrecht, Brain Ctr Rudolf Magnus, Dept Neurol & Neurosurg, Heidelberglaan 100, NL-3508 GA Utrecht, Netherlands
[2] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands
[3] Univ Groningen, Univ Med Ctr Groningen, Genom Coordinat Ctr, Groningen, Netherlands
[4] VIB, Vesalius Res Ctr, Neurobiol Lab, Leuven, Belgium
[5] Univ Zurich Hosp, Dept Neurosurg, CH-8091 Zurich, Switzerland
[6] Univ Utrecht, Fac Sci, Dept Biol, Cell Biol, Utrecht, Netherlands
关键词
aneurysm; extracellular matrix; gene expression; lysosomes; subarachnoid hemorrhage; GENE-EXPRESSION PROFILES; CEREBRAL ANEURYSMS; INFLAMMATION; SEX; AGE;
D O I
10.1161/STROKEAHA.116.012541
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Purpose-Analyzing genes involved in development and rupture of intracranial aneurysms can enhance knowledge about the pathogenesis of aneurysms, and identify new treatment strategies. We compared gene expression between ruptured and unruptured aneurysms and control intracranial arteries. Methods-We determined expression levels with RNA sequencing. Applying a multivariate negative binomial model, we identified genes that were differentially expressed between 44 aneurysms and 16 control arteries, and between 22 ruptured and 21 unruptured aneurysms. The differential expression of 8 relevant and highly significant genes was validated using digital polymerase chain reaction. Pathway analysis was used to identify enriched pathways. We also analyzed genes with an extreme pattern of differential expression: only expressed in 1 condition without any expression in the other. Results-We found 229 differentially expressed genes in aneurysms versus controls and 1489 in ruptured versus unruptured aneurysms. The differential expression of all 8 genes selected for digital polymerase chain reaction validation was confirmed. Extracellular matrix pathways were enriched in aneurysms versus controls, whereas pathways involved in immune response and the lysosome pathway were enriched in ruptured versus unruptured aneurysms. Immunoglobulin genes were expressed in aneurysms, but showed no expression in controls. Conclusions-For rupture of intracranial aneurysms, we identified the lysosome pathway as a new pathway and found further evidence for the role of the immune response. Our results also point toward a role for immunoglobulins in the pathogenesis of aneurysms. Immune-modifying drugs are, therefore, interesting candidate treatment strategies in the prevention of aneurysm development and rupture.
引用
收藏
页码:1286 / 1293
页数:8
相关论文
共 32 条
[1]   Better Outcomes with Treatment by Coiling Relative to Clipping of Unruptured Intracranial Aneurysms in the United States, 2001-2008 [J].
Brinjikji, W. ;
Rabinstein, A. A. ;
Nasr, D. M. ;
Lanzino, G. ;
Kallmes, D. F. ;
Cloft, H. J. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (06) :1071-1075
[2]   Inflammation and intracranial aneurysms [J].
Chyatte, D ;
Bruno, G ;
Desai, S ;
Todor, R .
NEUROSURGERY, 1999, 45 (05) :1137-1146
[3]   MECHANISM OF GROWTH AND RUPTURE IN CEREBRAL BERRY ANEURYSMS [J].
CROMPTON, MR .
BRITISH MEDICAL JOURNAL, 1966, 1 (5496) :1138-&
[4]   Remodeling of saccular cerebral artery aneurysm wall is associated with rupture -: Histological analysis of 24 unruptured and 42 ruptured cases [J].
Frösen, J ;
Piippo, A ;
Paetau, A ;
Kangasniemi, M ;
Niemelä, M ;
Hernesniemi, J ;
Jääskeläinen, J .
STROKE, 2004, 35 (10) :2287-2293
[5]   Ten-Year Detection Rate of Brain Arteriovenous Malformations in a Large, Multiethnic, Defined Population [J].
Gabriel, Rodney A. ;
Kim, Helen ;
Sidney, Stephen ;
McCulloch, Charles E. ;
Singh, Vineeta ;
Johnston, S. Claiborne ;
Ko, Nerissa U. ;
Achrol, Achal S. ;
Zaroff, Jonathan G. ;
Young, William L. .
STROKE, 2010, 41 (01) :21-26
[6]   Macrophage Imaging Within Human Cerebral Aneurysms Wall Using Ferumoxytol-Enhanced MRI: A Pilot Study [J].
Hasan, David M. ;
Mahaney, Kelly B. ;
Magnotta, Vincent A. ;
Kung, David K. ;
Lawton, Michael T. ;
Hashimoto, Tomoki ;
Winn, H. Richard ;
Saloner, David ;
Martin, Alastair ;
Gahramanov, Seymur ;
Dosa, Edit ;
Neuwelt, Edward ;
Young, William L. .
ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2012, 32 (04) :1032-1038
[7]   Inflammation and Cerebral Aneurysms [J].
Hosaka, Koji ;
Hoh, Brian L. .
TRANSLATIONAL STROKE RESEARCH, 2014, 5 (02) :190-198
[8]   GO Trimming: Systematically reducing redundancy in large Gene Ontology datasets [J].
Jantzen S.G. ;
Sutherland B.J. ;
Minkley D.R. ;
Koop B.F. .
BMC Research Notes, 4 (1)
[9]   Structural fragility and inflammatory response of ruptured cerebral aneurysms - A comparative study between ruptured and unruptured cerebral aneurysms [J].
Kataoka, K ;
Taneda, M ;
Asai, T ;
Kinoshita, A ;
Ito, M ;
Kuroda, R .
STROKE, 1999, 30 (07) :1396-1401
[10]   Visualization of the Aneurysm Wall: A 7.0-Tesla Magnetic Resonance Imaging Study [J].
Kleinloog, Rachel ;
Korkmaz, Emine ;
Zwanenburg, Jaco J. M. ;
Kuijf, Hugo J. ;
Visser, Fredy ;
Blankena, Roos ;
Post, Jan A. ;
Ruigrok, Ynte M. ;
Luijten, Peter R. ;
Regli, Luca ;
Rinkel, Gabriel J. E. ;
Verweij, Bon H. .
NEUROSURGERY, 2014, 75 (06) :614-622