The Transcriptional Landscape o Microglial Genes in Aging and Neurodegenerative Disease

被引:54
作者
Bonham, Luke W. [1 ]
Sirkis, Daniel W. [1 ]
Yokoyama, Jennifer S. [1 ]
机构
[1] Univ Calif San Francisco, Memory & Aging Ctr, Dept Neurol, San Francisco, CA 94143 USA
关键词
microglia; Alzheimer's disease; genetics; TMEM119; cell-type profiling; frontotemporal dementia; autoimmune disease; RNAseq; A-BETA-DEPOSITION; ALZHEIMERS-DISEASE; TISSUE DISTRIBUTION; EXPRESSION CLONING; TRANSGENIC MICE; MOUSE; ACTIVATION; RECEPTOR; PROTEIN; TREM2;
D O I
10.3389/fimmu.2019.01170
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Microglia, the brain-resident myeloid cells, are strongly implicated in Alzheimer's disease (AD) pathogenesis by human genetics. However, the mechanisms by which microglial gene expression is regulated in a region-specific manner over the course of normal aging and in neurodegenerative disease are only beginning to be deciphered. Herein, we used a specific marker of microglia (TMEM119) and a cell-type expression profiling tool (CellMapper) to identify a human microglial gene expression module. Surprisingly, we found that microglial module genes are robustly expressed in several healthy human brain regions known to be vulnerable in AD, in addition to other regions affected only later in disease or spared in AD. Surveying the microglial gene set for differential expression over the lifespan in mouse models of AD and a related tauopathy revealed that the majority of microglial module genes were significantly upregulated in cortex and hippocampus as a function of age and transgene status. Extending these results, we also observed significant upregulation of microglial module genes in several AD-affected brain regions in addition to other regions using postmortem brain tissue from human AD samples. In pathologically confirmed AD cases, we found preliminary evidence that microglial genes may be dysregulated in a sex-specific manner. Finally, we identified specific and significant overlap between the described microglial gene set-identified by unbiased co-expression analysis-and genes known to impart risk for AD. Our findings suggest that microglial genes show enriched expression in AD-vulnerable brain regions, are upregulated during aging and neurodegeneration in mice, and are upregulated in pathologically affected brain regions in AD. Taken together, our data-driven findings from multiple publicly accessible datasets reemphasize the importance of microglial gene expression alterations in AD and, more importantly, suggest that regional and sex-specific variation in microglial gene expression may be implicated in risk for and progression of neurodegenerative disease.
引用
收藏
页数:17
相关论文
共 113 条
[1]   Single-cell mass cytometry reveals distinct populations of brain myeloid cells in mouse neuroinflammation and neurodegeneration models [J].
Ajami, Bahareh ;
Samusik, Nikolay ;
Wieghofer, Peter ;
Ho, Peggy P. ;
Crotti, Andrea ;
Bjornson, Zach ;
Prinz, Marco ;
Fantl, Wendy J. ;
Nolan, Garry P. ;
Steinman, Lawrence .
NATURE NEUROSCIENCE, 2018, 21 (04) :541-+
[2]   Human whole genome genotype and transcriptome data for Alzheimer's and other neurodegenerative diseases [J].
Allen, Mariet ;
Carrasquillo, Minerva M. ;
Funk, Cory ;
Heavner, Benjamin D. ;
Zou, Fanggeng ;
Younkin, Curtis S. ;
Burgess, Jeremy D. ;
Chai, High-Seng ;
Crook, Julia ;
Eddy, James A. ;
Li, Hongdong ;
Logsdon, Ben ;
Peters, Mette A. ;
Dang, Kristen K. ;
Wang, Xue ;
Serie, Daniel ;
Wang, Chen ;
Thuy Nguyen ;
Lincoln, Sarah ;
Malphrus, Kimberly ;
Bisceglio, Gina ;
Li, Ma ;
Golde, Todd E. ;
Mangravite, Lara M. ;
Asmann, Yan ;
Price, Nathan D. ;
Petersen, Ronald C. ;
Graff-Radford, Neill R. ;
Dickson, Dennis W. ;
Younkin, Steven G. ;
Ertekin-Taner, Nilufer .
SCIENTIFIC DATA, 2016, 3
[3]   Symmetric diffeomorphic modeling of longtudinal structural MRI [J].
Ashburner, John ;
Ridgway, Gerard R. .
FRONTIERS IN NEUROSCIENCE, 2013, 6
[4]   Proteomic analysis of microvesicles from plasma of healthy donors reveals high individual variability [J].
Bastos-Amador, Patricia ;
Royo, Felix ;
Gonzalez, Esperanza ;
Conde-Vancells, Javier ;
Palomo-Diez, Laura ;
Borras, Francesc E. ;
Falcon-Perez, Juan M. .
JOURNAL OF PROTEOMICS, 2012, 75 (12) :3574-3584
[5]   UniProt: a worldwide hub of protein knowledge [J].
Bateman, Alex ;
Martin, Maria-Jesus ;
Orchard, Sandra ;
Magrane, Michele ;
Alpi, Emanuele ;
Bely, Benoit ;
Bingley, Mark ;
Britto, Ramona ;
Bursteinas, Borisas ;
Busiello, Gianluca ;
Bye-A-Jee, Hema ;
Da Silva, Alan ;
De Giorgi, Maurizio ;
Dogan, Tunca ;
Castro, Leyla Garcia ;
Garmiri, Penelope ;
Georghiou, George ;
Gonzales, Daniel ;
Gonzales, Leonardo ;
Hatton-Ellis, Emma ;
Ignatchenko, Alexandr ;
Ishtiaq, Rizwan ;
Jokinen, Petteri ;
Joshi, Vishal ;
Jyothi, Dushyanth ;
Lopez, Rodrigo ;
Luo, Jie ;
Lussi, Yvonne ;
MacDougall, Alistair ;
Madeira, Fabio ;
Mahmoudy, Mahdi ;
Menchi, Manuela ;
Nightingale, Andrew ;
Onwubiko, Joseph ;
Palka, Barbara ;
Pichler, Klemens ;
Pundir, Sangya ;
Qi, Guoying ;
Raj, Shriya ;
Renaux, Alexandre ;
Lopez, Milagros Rodriguez ;
Saidi, Rabie ;
Sawford, Tony ;
Shypitsyna, Aleksandra ;
Speretta, Elena ;
Turner, Edward ;
Tyagi, Nidhi ;
Vasudev, Preethi ;
Volynkin, Vladimir ;
Wardell, Tony .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D506-D515
[6]   CD40L activation of dendritic cells down-regulates DORA, a novel member of the immunoglobulin superfamily [J].
Bates, EEM ;
Dieu, MC ;
Ravel, O ;
Zurawski, SM ;
Patel, S ;
Bridon, JM ;
Ait-Yahia, S ;
Vega, F ;
Banchereau, J ;
Lebecque, S .
MOLECULAR IMMUNOLOGY, 1998, 35 (09) :513-524
[7]   The mouse and human IGSF6 (DORA) genes map to the inflammatory bowel disease 1 locus and are embedded in an intron of a gene of unknown function [J].
Bates, EEM ;
Kissenpfennig, A ;
Péronne, C ;
Mattei, MG ;
Fossiez, F ;
Malissen, B ;
Lebecque, S .
IMMUNOGENETICS, 2000, 52 (1-2) :112-120
[8]   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
[9]  
Bennett DA, 2012, CURR ALZHEIMER RES, V9, P646
[10]  
Bennett DA, 2012, CURR ALZHEIMER RES, V9, P628