Differential Expression of microRNA in Cerebrospinal Fluid as a Potential Novel Biomarker for Alzheimer’s Disease
Open accessAbstract
BACKGROUND AND OBJECTIVE: The need to find a better reflection of Alzheimer's disease (AD) pathophysiology led us to investigate differential expression of microRNA (miRNA) in cerebrospinal fluid (CSF) of AD patients compared to matched controls, using a genome-wide data-driven approach. METHODS: From the Amsterdam Dementia Cohort, we selected 19 AD patients with CSF indicative of AD pathophysiology and 19 age and gender-matched controls without CSF evidence of AD (67 ± 6 years old, 20 [53%] female). We measured 754 miRNA in CSF using qRT-PCR (Taqman Array MicroRNA cards A and B, v3.0) according to the Megaplex Taqman protocol. Hierarchical cluster analysis was performed and groups were compared using Linear Models for Microarray Data, a modified t-test. We performed validation analysis using qRT-PCR single assays. RESULTS: 144 ± 66 miRNA could be detected using Megaplex array analysis (19% ). Mean Ct (average 32.4 ± 0.5) was correlated to age (r = 0.52, p = 0.001). Five miRNA were differentially expressed in CSF of AD patients. None of these could be replicated. After stratification by age, seven miRNA showed differential expression in late-onset AD, of which lower abundance of let-7a was replicated (log10RQ -1.46, p < 0.05). In early-onset AD, twelve miRNA were differentially expressed of which lower abundance of miRNA-532-3p remained borderline significant (log10RQ -1.27, p = 0.05). CONCLUSION: Although we could not consistently separate AD patients and controls in the whole group, we have found indications miRNA in CSF are able to reflect aging and perhaps also heterogeneity in AD. Further investigation requires optimizing RNA input, while maintaining strict age matching.
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There has been a lack of consistent findings and even conflicting data among miRNA biomarker studies.
“Although the expression profiles of circulating miRNAs have been extensively studied under various disease conditions, it is noteworthy that there has been a lack of consistent finding and even conflicting data among miRNA biomarker studies16,20–22.”
From Intra- and Inter-individual Variability of microRNA Levels in Human Cerebrospinal Fluid: Critical Implications for Biomarker Discovery (2017) · cites this paper as [22]
The Discussion (page not provided) reports discrepancies between this study’s initial and validation results, and a finding in a prior Alzheimer’s CSF study that this study did not reproduce. This supports inconsistency in that specific area, but not the broader claim about miRNA biomarker studies across various diseases and circulating samples. (LLM, conf=0.86)
Experimental — accuracy not yet measuredInconsistent results among CSF microRNA studies have been attributed in part to various technical limitations and demographic diversity between sample cohorts.
“Obviously, various technical limitations and demographic diversity between sample cohorts may have contributed, in part, to such conflicting results20–22.”
From Intra- and Inter-individual Variability of microRNA Levels in Human Cerebrospinal Fluid: Critical Implications for Biomarker Discovery (2017) · cites this paper as [22]
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Cites
Cogswell, J. P., Ward, J., Taylor, I. A., Waters, M., Shi, Y., Cannon, B., Kelnar, K., Kemppainen, J., Brown, D., Chen, C., et al. (2008) · Journal of Alzheimer s Disease · doi:10.3233/jad-2008-14103 · Cited by 943 · see citing works
Alterations of the microRNA network cause neurodegenerative disease
Hébert, S. S., & De Strooper, B. (2009) · Trends in Neurosciences · doi:10.1016/j.tins.2008.12.003 · Cited by 452 · see citing works
Jennewein, C., von Knethen, A., Schmid, T., & Brüne, B. (2010) · Journal of Biological Chemistry · doi:10.1074/jbc.m109.066399 · Cited by 183 · see citing works
Reduced expression of hsa-miR-27a-3p in CSF of patients with Alzheimer disease
Sala Frigerio, C., Lau, P., Salta, E., Tournoy, J., Bossers, K., Vandenberghe, R., Wallin, A., Bjerke, M., Zetterberg, H., Blennow, K., et al. (2013) · Neurology · doi:10.1212/01.wnl.0000437306.37850.22 · Cited by 156 · see citing works
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Research works printed but not linked: 2
- Patel N, Hoang D, Miller N, Ansaloni S, Huang Q, Rogers JT, Lee JC, Saunders AJ (2008) MicroRNAs can regulate human APP levels. Mol Neurodegener 3, 10-10.
- van Harten A, Mulders J, C ¸evik C, Kester M, Scheltens P, Flier W, Oudejans C (2011) MicroRNA analysis in the spinal fluid of Alzheimer patients: A methodological feasibility study. In: Circulating Nucleic Acids in Plasma and Serum, Gahan PB, ed. Springer Science+Business Media B.V., Netherlands, pp. 275-282.
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Segaran, R. C., Chan, L. Y., Wang, H., Sethi, G., & Tang, F. R. (2020) · Current Medicinal Chemistry · doi:10.2174/0929867327666200121122910 · Cited by 42 · see citing works
Yoon, H., Belmonte, K. C., Kasten, T., Bateman, R., & Kim, J. (2017) · Scientific Reports · doi:10.1038/s41598-017-13031-w · Cited by 26 · see citing works
- Authors
- van Harten, A. C., Mulders, J., Scheltens, P., van der Flier, W. M., & Oudejans, C. B. M.
- Affiliations
- Alzheimer Center, VU University Medical Center, Amsterdam, The Netherlands
- Amsterdam UMC Location Vrije Universiteit Amsterdam (NL)
- Amsterdam Neuroscience (NL)
- Venue
- Journal of Alzheimer's Disease
- Publisher
- SAGE Publications
- Published
- 2015-07-09
- Volume
- 47
- Issue
- 1
- Pages
- 243-252
- ISSN
- 1387-2877 (ISSN-L)
- 1875-8908
- OpenAlex
- W2220904752
- Cited by
- 41
- References
- 4
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 1 · 2022: 5 · 2021: 4 · 2020: 4 · 2019: 2 · 2018: 6 · 2017: 7 · 2016: 6
- FWCI
- 2.09
- Type
- journal article
- Language
- en
- Open access
- green
- pure.amsterdamumc.nl
- Licence
- other-oa
- Locations
- Journal of Alzheimer s Disease (publishedVersion)
- PubMed (publishedVersion)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
- Pure Amsterdam UMC (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Funders
- Vanderbilt University Medical Center
- Stichting Dioraphte
- Alzheimer Nederland
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › MicroRNA in disease regulation
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- Alzheimer's disease, microRNA
- MeSH terms
- Aged, Alzheimer Disease, Female, Humans, Male, Middle Aged, Psychiatric Status Rating Scales, RNA, Messenger, Biomarkers, Case-Control Studies, Databases, Bibliographic, MicroRNAs
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