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microRNA‐based predictor for diagnosis of frontotemporal dementia

Magen, Iddo, Yacovzada, Nancy‐Sarah, Warren, Jason D., Heller, Carolin, Swift, Imogen, Bobeva, Yoana, Malaspina, Andrea, Rohrer, Jonathan D., Fratta, Pietro, Hornstein, Eran·2023·Neuropathology and Applied Neurobiology

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Abstract

Aims: This study aimed to explore the non‐linear relationships between cell‐free microRNAs (miRNAs) and their contribution to prediction of Frontotemporal dementia (FTD), an early onset dementia that is clinically heterogeneous, and too often suffers from delayed diagnosis. Methods: We initially studied a training cohort of 219 subjects (135 FTD and 84 non‐neurodegenerative controls) and then validated the results in a cohort of 74 subjects (33 FTD and 41 controls). Results: On the basis of cell‐free plasma miRNA profiling by next generation sequencing and machine learning approaches, we develop a non‐linear prediction model that accurately distinguishes FTD from non‐neurodegenerative controls in ~90% of cases. Conclusions: The fascinating potential of diagnostic miRNA biomarkers might enable early‐stage detection and a cost‐effective screening approach for clinical trials that can facilitate drug development.

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Metadata

Authors
Magen, I., Yacovzada, N., Warren, J. D., Heller, C., Swift, I., Bobeva, Y., Malaspina, A., Rohrer, J. D., Fratta, P., & Hornstein, E.
Affiliations
  • Department of Molecular Genetics Weizmann Institute of Science Rehovot Israel
  • Dementia Research Centre Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology London UK
  • Centre for Neuroscience and Trauma, Blizard Institute, Barts and the London School of Medicine and Dentistry Queen Mary University of London London UK
  • Department of Neuromuscular Diseases UCL Queen Square Institute of Neurology London UK
Venue
Neuropathology and Applied Neurobiology
Publisher
Wiley
Published
2023-07-11
Volume
49
Issue
4
ISSN
  • 0305-1846
  • 1365-2990
Cited by
12
References
22
Language
en
Funders
  • ALS Association (21‐S1‐580)
  • Alzheimer's Research Foundation
  • Fondation Thierry Latran
  • FP7 Ideas: European Research Council (617351)
  • French Muscular Dystrophy Association (20576)
  • Israel Science Foundation (135/16, 828/17, 3497/21, 424/22, 425/22)
  • Minerva Foundation
  • Motor Neurone Disease Association (839‐791)
  • Target ALS (118945)
  • Teva Pharmaceutical Industries
  • Wolfson Foundation
  • Alzheimer's Society (AS‐PG‐16‐007)
  • UCLH Biomedical Research Centre

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