microRNA Profiles in Parkinson's Disease Prefrontal Cortex

被引:135
作者
Hoss, Andrew G. [1 ,2 ]
Labadorf, Adam [1 ,3 ]
Beach, Thomas G. [4 ]
Latourelle, Jeanne C. [1 ]
Myers, Richard H. [1 ,2 ,3 ,5 ]
机构
[1] Boston Univ, Sch Med, Dept Neurol, Boston, MA 02118 USA
[2] Boston Univ, Sch Med, Grad Program Genet & Genom, Boston, MA 02118 USA
[3] Boston Univ, Bioinformat Program, Boston, MA 02118 USA
[4] Banner Sun Hlth Res Inst, Sun City, AZ USA
[5] Boston Univ, Sch Med, Genome Sci Inst, Boston, MA 02118 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Parkinson's disease; miRNA; small RNA sequencing; dementia; cortex; Huntington's disease; ALPHA-SYNUCLEIN EXPRESSION; GENOME-WIDE ASSOCIATION; ONSET; RISK; IDENTIFICATION; PROGRESSION; INSTITUTE; DEMENTIA; HISTORY; PLASMA;
D O I
10.3389/fnagi.2016.00036
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
030301 [社会学]; 100201 [内科学];
摘要
Objective: The goal of this study was to compare the microRNA (miRNA) profile of Parkinson's disease (PD) frontal cortex with normal control brain, allowing for the identification of PD specific signatures as well as study the disease-related phenotypes of onset age and dementia. Methods: Small RNA sequence analysis was performed from prefrontal cortex for 29 PD samples and 33 control samples. After sample QC, normalization and batch correction, linear regression was employed to identify miRNAs altered in PD, and a PD classifier was developed using weighted voting class prediction. The relationship of miRNA levels to onset age and PD with dementia (PDD) was also characterized in case-only analyses. Results: One twenty five miRNAs were differentially expressed in PD at a genome-wide level of significance (FDR q < 0.05). A set of 29 miRNAs classified PD from non-diseased brain (93.9% specificity, 96.6% sensitivity). The majority of differentially expressed miRNAs (105/125) showed an ordinal relationship from control, to PD without dementia (PDN), to PDD. Among PD brains, 36 miRNAs classified PDD from PDN (sensitivity 81.2%, specificity = 88.9%). Among differentially expressed miRNAs, miR-10b-5p had a positive association with onset age (q = 4.7e-2). Conclusions: Based on cortical miRNA levels, PD brains were accurately classified from non-diseased brains. Additionally, the PDD miRNA profile exhibited a more severe pattern of alteration among those differentially expressed in PD. To evaluate the clinical utility of miRNAs as potential clinical biomarkers, further characterization and testing of brain-related miRNA alterations in peripheral biofluids is warranted.
引用
收藏
页数:8
相关论文
共 43 条
[1]
Mutations in the glucocerebrosidase gene and Parkinson's disease in Ashkenazi Jews [J].
Aharon-Peretz, J ;
Rosenbaum, H ;
Gershoni-Baruch, R .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 351 (19) :1972-1977
[2]
Influence of microRNA deregulation on chaperone-mediated autophagy and α-synuclein pathology in Parkinson's disease [J].
Alvarez-Erviti, L. ;
Seow, Y. ;
Schapira, A. H. V. ;
Rodriguez-Oroz, M. C. ;
Obeso, J. A. ;
Cooper, J. M. .
CELL DEATH & DISEASE, 2013, 4 :e545-e545
[3]
Relationship of Age of Onset and Family History in Parkinson Disease [J].
Barrett, Matthew J. ;
Hac, Nicholas E. ;
Yan, Guofen ;
Harrison, Madaline B. ;
Wooten, G. Frederick .
MOVEMENT DISORDERS, 2015, 30 (05) :733-735
[4]
The Sun Health Research Institute Brain Donation Program: Description and experience, 1987-2007 [J].
Beach, Thomas G. ;
Sue, Lucia I. ;
Walker, Douglas G. ;
Roher, Alex E. ;
Lue, LihFen ;
Vedders, Linda ;
Connor, Donald J. ;
Sabbagh, Marwan N. ;
Rogers, Joseph .
CELL AND TISSUE BANKING, 2008, 9 (03) :229-245
[5]
Olfactory bulb α-synucleinopathy has high specificity and sensitivity for Lewy body disorders [J].
Beach, Thomas G. ;
White, Charles L., III ;
Hladik, Christa L. ;
Sabbagh, Marwan N. ;
Connor, Donald J. ;
Shill, Holly A. ;
Sue, Lucia I. ;
Sasse, Jeanne ;
Bachalakuri, Jyothi ;
Henry-Watson, Jonette ;
Akiyama, Haru ;
Adler, Charles H. .
ACTA NEUROPATHOLOGICA, 2009, 117 (02) :169-174
[6]
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
[7]
Identification of Blood Serum Micro-RNAs Associated With Idiopathic and LRRK2 Parkinson's Disease [J].
Botta-Orfila, Teresa ;
Morato, Xavier ;
Compta, Yaroslau ;
Jose Lozano, Juan ;
Falgas, Neus ;
Valldeoriola, Francesc ;
Pont-Sunyer, Claustre ;
Vilas, Dolores ;
Mengual, Lourdes ;
Fernandez, Manel ;
Luis Molinuevo, Jose ;
Antonell, Anna ;
Jose Marti, Maria ;
Fernandez-Santiago, Ruben ;
Ezquerra, Mario .
JOURNAL OF NEUROSCIENCE RESEARCH, 2014, 92 (08) :1071-1077
[8]
Risk of dementia in patients with Parkinson's disease, epilepsy, and severe head trauma: A register-based follow-up study [J].
Breteler, MMB ;
deGroot, RRM ;
vanRomunde, LKJ ;
Hofman, A .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1995, 142 (12) :1300-1305
[9]
Profiles of Extracellular miRNA in Cerebrospinal Fluid and Serum from Patients with Alzheimer's and Parkinson's Diseases Correlate with Disease Status and Features of Pathology [J].
Burgos, Kasandra ;
Malenica, Ivana ;
Metpally, Raghu ;
Courtright, Amanda ;
Rakela, Benjamin ;
Beach, Thomas ;
Shill, Holly ;
Adler, Charles ;
Sabbagh, Marwan ;
Villa, Stephen ;
Tembe, Waibhav ;
Craig, David ;
Van Keuren-Jensen, Kendall .
PLOS ONE, 2014, 9 (05)
[10]
Profile of microRNAs in the plasma of Parkinson's disease patients and healthy controls [J].
Cardo, Lucia F. ;
Coto, Eliecer ;
de Mena, Lorena ;
Ribacoba, Renee ;
Moris, German ;
Menendez, Manuel ;
Alvarez, Victoria .
JOURNAL OF NEUROLOGY, 2013, 260 (05) :1420-1422