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Potential utility of autoantibodies as blood-based biomarkers for early detection and diagnosis of Parkinson’s disease
Immunology Letters (2015)
  • Cassandra A. DeMarshall
  • Min Han
  • Eric P. Nagele
  • Abhirup Sarkar
  • Nimish K. Acharya
  • George Godsey
  • Eric L. Goldwaser
  • Mary Kosciuk
  • Umashanger Thayasivam, Rowan University
  • Benjamin Belinka
  • Robert G. Nagele
Abstract
Introduction

There is a great need to identify readily accessible, blood-based biomarkers for Parkinson’s disease (PD) that are useful for accurate early detection and diagnosis. This advancement would allow early patient treatment and enrollment into clinical trials, both of which would greatly facilitate the development of new therapies for PD.

Methods

Sera from a total of 398 subjects, including 103 early-stage PD subjects derived from the Deprenyl and Tocopherol Antioxidative Therapy of Parkinsonism (DATATOP) study, were screened with human protein microarrays containing 9,486 potential antigen targets to identify autoantibodies potentially useful as biomarkers for PD. A panel of selected autoantibodies with a higher prevalence in early-stage PD was identified and tested using Random Forest for its ability to distinguish early-stage PD subjects from controls and from individuals with other neurodegenerative and non-neurodegenerative diseases.

Results

Results demonstrate that a panel of selected, blood-borne autoantibody biomarkers can distinguish early-stage PD subjects (90% confidence in diagnosis) from age- and sex-matched controls with an overall accuracy of 87.9%, a sensitivity of 94.1% and specificity of 85.5%. These biomarkers were also capable of differentiating patients with early-stage PD from those with more advanced (mild-moderate) PD with an overall accuracy of 97.5%, and could distinguish subjects with early-stage PD from those with other neurological (e.g., Alzheimer’s disease and multiple sclerosis) and non-neurological (e.g., breast cancer) diseases.

Conclusion

These results demonstrate, for the first time, that a panel of selected autoantibodies may prove to be useful as effective blood-based biomarkers for the diagnosis of early-stage PD.
Keywords
  • Parkinson’s disease,
  • Autoantibodies,
  • Diagnosis,
  • Protein microarrays,
  • Biomarkers
Publication Date
November, 2015
DOI
10.1016/j.imlet.2015.09.010
Citation Information
Cassandra A. DeMarshall, Min Han, Eric P. Nagele, Abhirup Sarkar, et al.. "Potential utility of autoantibodies as blood-based biomarkers for early detection and diagnosis of Parkinson’s disease" Immunology Letters Vol. 168 Iss. 1 (2015) p. 80 - 88 ISSN: 0165-2478
Available at: http://works.bepress.com/umashanger-thayasivam/5/
Creative Commons license
Creative Commons License
This work is licensed under a Creative Commons CC_BY-NC-ND International License.