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Measurement batch differences and between‐batch conversion of Alzheimer's disease cerebrospinal fluid biomarker values

Authors :
Yue Ma
Derek L. Norton
Carol A. Van Hulle
Richard J. Chappell
Karen K. Lazar
Erin M. Jonaitis
Rebecca L. Koscik
Lindsay R. Clark
Rachel Krause
Ulf Andreasson
Nathaniel A. Chin
Barbara B. Bendlin
Sanjay Asthana
Ozioma C. Okonkwo
Carey E. Gleason
Sterling C. Johnson
Henrik Zetterberg
Kaj Blennow
Cynthia M. Carlsson
Source :
Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, Vol 13, Iss 1, Pp n/a-n/a (2021)
Publication Year :
2021
Publisher :
Wiley, 2021.

Abstract

Abstract Introduction Batch differences in cerebrospinal fluid (CSF) biomarker measurement can introduce bias into analyses for Alzheimer's disease studies. We evaluated and adjusted for batch differences using statistical methods. Methods A total of 792 CSF samples from 528 participants were assayed in three batches for 12 biomarkers and 3 biomarker ratios. Batch differences were assessed using Bland‐Altman plot, paired t test, Pitman‐Morgan test, and linear regression. Generalized linear models were applied to convert CSF values between batches. Results We found statistically significant batch differences for all biomarkers and ratios, except that neurofilament light was comparable between batches 1 and 2. The conversion models generally had high R2 except for converting P‐tau between batches 1 and 3. Discussion Between‐batch conversion allows harmonized CSF values to be used in the same analysis. Such method may be applied to adjust for other sources of variability in measuring CSF or other types of biomarkers.

Details

Language :
English
ISSN :
23528729
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
Publication Type :
Academic Journal
Accession number :
edsdoj.f38f4b59ca5c472eaabef3f3030ae12c
Document Type :
article
Full Text :
https://doi.org/10.1002/dad2.12194