Whole Transcriptome Sequencing Reveals Gene Expression and Splicing Differences in Brain Regions Affected by Alzheimer's Disease

被引:220
作者
Twine, Natalie A. [1 ,2 ]
Janitz, Karolina [3 ]
Wilkins, Marc R. [1 ,2 ,3 ]
Janitz, Michal [1 ]
机构
[1] Univ New S Wales, Sch Biotechnol & Biomol Sci, Sydney, NSW, Australia
[2] Univ New S Wales, New S Wales Syst Biol Initiat, Sydney, NSW, Australia
[3] Univ New S Wales, Ramaciotti Ctr Gene Funct Anal, Sydney, NSW, Australia
关键词
RNA-SEQ; APOLIPOPROTEIN-E; MESSENGER-RNA; ADULT BRAIN; PROTEIN; CELLS; MICROARRAY; DISORDERS; RECEPTOR; NEURONS;
D O I
10.1371/journal.pone.0016266
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
Recent studies strongly indicate that aberrations in the control of gene expression might contribute to the initiation and progression of Alzheimer's disease (AD). In particular, alternative splicing has been suggested to play a role in spontaneous cases of AD. Previous transcriptome profiling of AD models and patient samples using microarrays delivered conflicting results. This study provides, for the first time, transcriptomic analysis for distinct regions of the AD brain using RNA-Seq next-generation sequencing technology. Illumina RNA-Seq analysis was used to survey transcriptome profiles from total brain, frontal and temporal lobe of healthy and AD post-mortem tissue. We quantified gene expression levels, splicing isoforms and alternative transcript start sites. Gene Ontology term enrichment analysis revealed an overrepresentation of genes associated with a neuron's cytological structure and synapse function in AD brain samples. Analysis of the temporal lobe with the Cufflinks tool revealed that transcriptional isoforms of the apolipoprotein E gene, APOE-001, -002 and -005, are under the control of different promoters in normal and AD brain tissue. We also observed differing expression levels of APOE-001 and -002 splice variants in the AD temporal lobe. Our results indicate that alternative splicing and promoter usage of the APOE gene in AD brain tissue might reflect the progression of neurodegeneration.
引用
收藏
页数:13
相关论文
共 51 条
[1]   Microarray data analysis: from disarray to consolidation and consensus [J].
Allison, DB ;
Cui, XQ ;
Page, GP ;
Sabripour, M .
NATURE REVIEWS GENETICS, 2006, 7 (01) :55-65
[2]   3′ tag digital gene expression profiling of human brain and universal reference RNA using Illumina Genome Analyzer [J].
Asmann, Yan W. ;
Klee, Eric W. ;
Thompson, E. Aubrey ;
Perez, Edith A. ;
Middha, Sumit ;
Oberg, Ann L. ;
Therneau, Terry M. ;
Smith, David I. ;
Poland, Gregory A. ;
Wieben, Eric D. ;
Kocher, Jean-Pierre A. .
BMC GENOMICS, 2009, 10 :531
[3]   Methodological considerations for gene expression profiling of human brain [J].
Atz, Mary ;
Walsh, David ;
Cartagena, Preston ;
Li, Jun ;
Evans, Simon ;
Choudary, Prabhakara ;
Overman, Kevin ;
Stein, Richard ;
Tomita, Hiro ;
Potkin, Steven ;
Myers, Rick ;
Watson, Stanley J. ;
Jones, E. G. ;
Akil, Huda ;
Bunney, William E., Jr. ;
Vawter, Marquis P. .
JOURNAL OF NEUROSCIENCE METHODS, 2007, 163 (02) :295-309
[4]   Brain lipid metabolism, apolipoprotein E and the pathophysiology of Alzheimer's disease [J].
Bales, Kelly R. .
NEUROPHARMACOLOGY, 2010, 59 (4-5) :295-302
[5]   ApoE receptor 2 controls neuronal survival in the adult brain [J].
Beffert, Uwe ;
Farsian, Farnas Nematollah ;
Masiulis, Irene ;
Hammer, Robert E. ;
Yoon, Sung Ok ;
Giehl, Klaus M. ;
Herz, Joachim .
CURRENT BIOLOGY, 2006, 16 (24) :2446-2452
[6]   Current status on Alzheimer disease molecular genetics: from past, to present, to future [J].
Bettens, Karolien ;
Sleegers, Kristel ;
Van Broeckhoven, Christine .
HUMAN MOLECULAR GENETICS, 2010, 19 :R4-R11
[7]   Concerted changes in transcripts in the prefrontal cortex precede neuropathology in Alzheimer's disease [J].
Bossers, Koen ;
Wirz, Kerstin T. S. ;
Meerhoff, Gideon F. ;
Essing, Anke H. W. ;
van Dongen, Jeroen W. ;
Houba, Pieter ;
Kruse, Chris G. ;
Verhaagen, Joost ;
Swaab, Dick F. .
BRAIN, 2010, 133 :3699-3723
[8]   NEUROPATHOLOGICAL STAGING OF ALZHEIMER-RELATED CHANGES [J].
BRAAK, H ;
BRAAK, E .
ACTA NEUROPATHOLOGICA, 1991, 82 (04) :239-259
[9]   A comparison of massively parallel nucleotide sequencing with oligonucleotide microarrays for global transcription profiling [J].
Bradford, James R. ;
Hey, Yvonne ;
Yates, Tim ;
Li, Yaoyong ;
Pepper, Stuart D. ;
Miller, Crispin J. .
BMC GENOMICS, 2010, 11
[10]   Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments [J].
Bullard, James H. ;
Purdom, Elizabeth ;
Hansen, Kasper D. ;
Dudoit, Sandrine .
BMC BIOINFORMATICS, 2010, 11