Transcriptome Analysis on Monocytes from Patients with Neovascular Age-Related Macular Degeneration

被引:32
作者
Grunin, Michelle [1 ]
Shira-Hagbi-Levi [1 ]
Rinsky, Batya [1 ]
Smith, Yoav [2 ]
Chowers, Itay [1 ]
机构
[1] Hadassah Hebrew Univ Med Ctr, Dept Ophthalmol, Jerusalem, Israel
[2] Hebrew Univ Jerusalem, Genom Data Anal Unit, Jerusalem, Israel
基金
以色列科学基金会;
关键词
ALTERED EXPRESSION; BLOOD MONOCYTES; INFLAMMATION; SUBSETS; GENOME; CELLS; AP-1; ACCUMULATION; INTERFACE; PHENOTYPE;
D O I
10.1038/srep29046
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
Mononuclear phagocytes (MPs), including monocytes/macrophages, play complex roles in age-related macular degeneration (AMD) pathogenesis. We reported altered gene-expression signature in peripheral blood mononuclear cells from AMD patients, and a chemokine receptor signature on AMD monocytes. To obtain comprehensive understanding of MP involvement, particularly in peripheral circulation in AMD, we performed global gene expression analysis in monocytes. We separated monocytes from treatment-naive neovascular AMD (nvAMD) patients (n = 14) and age-matched controls (n = 15), and performed microarray and bioinformatics analysis. Quantitative real-time PCR was performed on other sets of nvAMD (n = 25), atrophic AMD (n = 21), and controls (n = 28) for validation. This validated microarray genes (like TMEM176A/B and FOSB) tested, including differences between nvAMD and atrophic AMD. We identified 2,165 differentially-expressed genes (P < 0.05), including 79 genes with log2 fold change >= 1.5 between nvAMD and controls. Functional annotation using DAVID and TANGO demonstrated immune response alterations in AMD monocytes (FDR-P < 0.05), validated by randomized data comparison (P < 0.0001). GSEA, ISMARA, and MEME analysis found immune enrichment and specific involved microRNAs. Enrichment of differentially-expressed genes in monocytes was found in retina via SAGE data-mining. These genes were enriched in non-classical vs. classical monocyte subsets (P < 0.05). Therefore, global gene expression analysis in AMD monocytes reveals an altered immune-related signature, further implicating systemic MP activation in AMD.
引用
收藏
页数:13
相关论文
共 75 条
[1]   An animal model of age-related macular degeneration in senescent Ccl-2-or Ccr-2-deficient mice [J].
Ambati, J ;
Anand, A ;
Fernandez, S ;
Sakurai, E ;
Lynn, BC ;
Kuziel, WA ;
Rollins, BJ ;
Ambati, BK .
NATURE MEDICINE, 2003, 9 (11) :1390-1397
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   MEME SUITE: tools for motif discovery and searching [J].
Bailey, Timothy L. ;
Boden, Mikael ;
Buske, Fabian A. ;
Frith, Martin ;
Grant, Charles E. ;
Clementi, Luca ;
Ren, Jingyuan ;
Li, Wilfred W. ;
Noble, William S. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :W202-W208
[4]   ISMARA: automated modeling of genomic signals as a democracy of regulatory motifs [J].
Balwierz, Piotr J. ;
Pachkov, Mikhail ;
Arnold, Phil ;
Gruber, Andreas J. ;
Zavolan, Mihaela ;
van Nimwegen, Erik .
GENOME RESEARCH, 2014, 24 (05) :869-884
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update [J].
Bryne, Jan Christian ;
Valen, Eivind ;
Tang, Man-Hung Eric ;
Marstrand, Troels ;
Winther, Ole ;
da Piedade, Isabelle ;
Krogh, Anders ;
Lenhard, Boris ;
Sandelin, Albin .
NUCLEIC ACIDS RESEARCH, 2008, 36 :D102-D106
[7]   The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy A. ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory L. ;
Vandesompele, Jo ;
Wittwer, Carl T. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[8]   A framework for oligonucleotide microarray preprocessing [J].
Carvalho, Benilton S. ;
Irizarry, Rafael A. .
BIOINFORMATICS, 2010, 26 (19) :2363-2367
[9]   The tumor promoter arsenite stimulates AP-1 activity by inhibiting a JNK phosphatase [J].
Cavigelli, M ;
Li, WW ;
Lin, AN ;
Su, B ;
Yoshioka, K ;
Karin, M .
EMBO JOURNAL, 1996, 15 (22) :6269-6279
[10]   Quantitative AP-1 Gene Regulation by Oxidative Stress in the Human Retinal Pigment Epithelium [J].
Chaum, Edward ;
Yin, Jinggang ;
Yang, Huaitao ;
Thomas, Fridtjof ;
Lang, John C. .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2009, 108 (06) :1280-1291