Diagnostic Performance and Clinical Applicability of Blood-Based Biomarkers in a Prospective Memory Clinic Cohort
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Abstract
Background and Objectives Blood-based biomarkers have emerged as minimally invasive options for evaluating cognitive impairment. Most studies to date have assessed them in research cohorts, limiting their generalization to everyday clinical practice. We evaluated their diagnostic performance and clinical applicability in a prospective, real-world, memory clinic cohort.
Methods All patients referred with suspected cognitive impairment between July 2019 and June 2021 were prospectively invited to participate. Five plasma biomarkers (tau phosphorylated at threonine 181 [p-tau181], glial fibrillary acidic protein [GFAP], neurofilament light chain [NfL], total tau [t-tau], and ubiquitin C-terminal hydrolase L1 [UCH-L1]) were determined with single-molecule array. Performance was assessed in comparison to clinical diagnosis (blinded to plasma results) and amyloid status (CSF/PET). A group of cognitively unimpaired (CU) controls was also included.
Results Three hundred forty-nine participants (mean age 68, SD 8.3 years) and 36 CU controls (mean age 61.7, SD 8.2 years) were included. In the subcohort with available Alzheimer disease (AD) biomarkers (n = 268), plasma p-tau181 and GFAP had a high diagnostic accuracy to differentiate AD from non-neurodegenerative causes (area under the receiver operating characteristic curve 0.94 and 0.92, respectively), with p-tau181 systematically outperforming GFAP. Plasma p-tau181 levels predicted amyloid status (85% sensitivity and specificity) with accurate individual prediction in approximately 60% of the patients. Plasma NfL differentiated frontotemporal dementia (FTD) syndromes from CU (0.90) and non-neurodegenerative causes (0.93), whereas the discriminative capacity with AD and between all neurodegenerative and non-neurodegenerative causes was less accurate. A combination of p-tau181 and NfL identified FTD with 82% sensitivity and 85% specificity and had a negative predictive value for neurodegenerative diagnosis of 86%, ruling out half of the non-neurodegenerative diagnoses. In the subcohort without AD biomarkers, similar results were obtained. T-tau and UCH-L1 did not offer added diagnostic value.
Discussion Plasma p-tau181 predicted amyloid status with high accuracy and could have potentially avoided CSF/amyloid PET testing in approximately 60% of subjects in a memory clinic setting. NfL was useful for identifying FTD from non-neurodegenerative causes but behaved worse than p-tau181 in all other comparisons. Combining p-tau181 and NfL improved diagnostic performance for FTD and non-neurodegenerative diagnoses. However, the 14% false-negative results suggest that further improvement is needed before implementation outside memory clinics.
Classification of Evidence This study provides Class I evidence that plasma p-tau181 correlates with the presence or absence of AD and a combination of plasma p-tau181 and NfL correlates moderately well with a diagnosis of FTD.
Glossary
- Aβ=
- β-amyloid;
- AD=
- Alzheimer disease;
- AUC=
- area under the ROC curve;
- bvFTD=
- behavioral variant FTD;
- CBS=
- corticobasal syndrome;
- CJD=
- Creutzfeldt-Jakob disease;
- CU=
- cognitively unimpaired;
- FTD=
- frontotemporal dementia;
- GFAP=
- glial fibrillary acidic protein;
- LBD=
- Lewy body dementia;
- MCI=
- mild cognitive impairment;
- MMSE=
- Mini-Mental State Examination;
- NfL=
- neurofilament light chain;
- nfPPA=
- nonfluent variant PPA;
- NPV=
- negative predictive value;
- PM=
- parsimonious model;
- PPA=
- primary progressive aphasia;
- PPV=
- positive predictive value;
- PSP=
- progressive supranuclear palsy;
- p-tau181=
- tau phosphorylated at threonine 181;
- ROC=
- receiver operating characteristic;
- SCD=
- subjective cognitive decline;
- SiMoA=
- single-molecule array;
- SND=
- suspected nondegenerative cognitive impairment;
- svPPA=
- semantic variant PPA;
- t-tau=
- total tau;
- UCH-L1=
- ubiquitin C-terminal hydrolase L1
Footnotes
Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.
Submitted and externally peer reviewed. The handling editor was Linda Hershey, MD, PhD, FAAN.
↵* These authors contributed equally to this work and share senior authorship.
Class of Evidence: NPub.org/coe
CME Course: NPub.org/cmelist
- Received June 16, 2022.
- Accepted in final form October 6, 2022.
- © 2022 American Academy of Neurology
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