A combined miRNA-piRNA signature to detect Alzheimer's disease

被引:81
作者
Jain, Gaurav [1 ]
Stuendl, Anne [2 ]
Rao, Pooja [1 ]
Berulava, Tea [1 ]
Centeno, Tonatiuh Pena [1 ,3 ]
Kaurani, Lalit [1 ]
Burkhardt, Susanne [1 ]
Delalle, Ivana [4 ]
Kornhuber, Johannes [5 ]
Huell, Michael [6 ,7 ]
Maier, Wolfgang [8 ]
Peters, Oliver [9 ,10 ,11 ,12 ,13 ,14 ]
Esselmann, Hermann [15 ]
Schulte, Claudia [16 ,17 ,18 ]
Deuschle, Christian [16 ,17 ,18 ]
Synofzik, Mathis [16 ,17 ,18 ]
Wiltfang, Jens [15 ,19 ,20 ]
Mollenhauer, Brit [21 ,22 ]
Maetzler, Walter [16 ,17 ,18 ,23 ]
Schneider, Anja [2 ,8 ]
Fischer, Andre [1 ,15 ]
机构
[1] German Ctr Neurodegenerat Dis DZNE Goettingen, Dept Epigenet & Syst Med Neurodegenerat Dis, D-37075 Gottingen, Germany
[2] German Ctr Neurodegenerat Dis DZNE, Translat Dementia Res, D-53127 Bonn, Germany
[3] German Ctr Neurodegenerat Dis DZNE Goettingen, Bioinformat Unit, D-37075 Gottingen, Germany
[4] Boston Univ, Sch Med, Dept Pathol & Lab Med, Boston, MA 02118 USA
[5] Friedrich Alexander Univ Erlangen Nurnberg, Dept Psychiat & Psychotherapy, D-91054 Erlangen, Germany
[6] Univ Med Ctr Freiburg, Ctr Geriatr Med & Gerontol, D-79106 Freiburg, Germany
[7] Univ Med Ctr Freiburg, Dept Psychiat & Psychotherapy, D-79106 Freiburg, Germany
[8] Univ Bonn, Dept Neurodegenerat Dis & Geriatr Psychiat, D-53127 Bonn, Germany
[9] Charite Univ Med Berlin, Dept Psychiat, D-12200 Berlin, Germany
[10] Free Univ Berlin, D-12200 Berlin, Germany
[11] Humboldt Univ, D-12200 Berlin, Germany
[12] Berlin Inst Hlth, D-12200 Berlin, Germany
[13] German Ctr Neurodegenerat Dis DZNE, D-12203 Berlin, Germany
[14] ECRC, Memory Clin & Dementia Prevent Ctr, D-13125 Berlin, Germany
[15] Univ Med Ctr Gottingen UMG, Dept Psychiat & Psychotherapy, D-37075 Gottingen, Germany
[16] Univ Tubingen, Dept Neurodegenerat, Ctr Neurol, D-72076 Tubingen, Germany
[17] Univ Tubingen, Hertie Inst Clin Brain Res, D-72076 Tubingen, Germany
[18] German Ctr Neurodegenerat Dis DZNE, D-72076 Tubingen, Germany
[19] Univ Aveiro, Med Sci Dept, IBiMED, Aveiro, Portugal
[20] German Ctr Neurodegenerat Dis DZNE Goettingen, D-37075 Gottingen, Germany
[21] Univ Med Ctr Gottingen UMG, Dept Neurol, D-37075 Gottingen, Germany
[22] Paracelsus Elena Klin, D-34128 Kassel, Germany
[23] Univ Hosp Schleswig Holstein, Dept Neurol, D-24105 Kiel, Germany
基金
欧洲研究理事会;
关键词
MILD COGNITIVE IMPAIRMENT; ALPHA-SYNUCLEIN; MICRORNA; BRAIN; EXPRESSION; BIOMARKERS; EXOSOME; MEMORY; CSF; DIAGNOSIS;
D O I
10.1038/s41398-019-0579-2
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Alzheimer's disease (AD) is the most common neurodegenerative disorder causing huge emotional and economic burden to our societies. An effective therapy has not been implicated yet, which is in part also due to the fact that pathological changes occur years before clinical symptoms manifest. Thus, there is a great need for the development of a translatable biomarker. Recent evidence highlights microRNAs as candidate biomarkers. In this study, we use next-generation sequencing to study the small noncoding RNAome (sncRNAome) in exosomes derived from human cerebrospinal fluid (CSF). We show that the sncRNAome from CSF-derived exosomes is dominated not only by microRNAs (miRNAs) but also by PIWI-interacting RNAs (piRNAs). We define a combined signature consisting of three miRNAs and three piRNAs that are suitable to detect AD with an AUC of 0.83 in a replication cohort and furthermore predict the conversion of mild-cognitive impaired (MCI) patients to AD dementia with an AUC of 0.86 for the piRNA signature. When combining the smallRNA signature with pTau and A beta 42/40 ratio the AUC reaches 0.98. Our study reports a novel exosomal small noncoding RNA signature to detect AD pathology and provides the first evidence that in addition to miRNAs, piRNAs should also be considered as a candidate biomarker for AD.
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页数:12
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