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November 30, 2022Research Article

Diagnostic Performance and Clinical Applicability of Blood-Based Biomarkers in a Prospective Memory Clinic Cohort

View ORCID ProfileJordi Sarto, View ORCID ProfileRaquel Ruiz-García, Núria Guillén, View ORCID ProfileÓscar Ramos-Campoy, View ORCID ProfileNeus Falgàs, Diana Esteller, José Contador, Guadalupe Fernández, Yolanda González, View ORCID ProfileAdrià Tort-Merino, View ORCID ProfileJordi Juncà-Parella, Bea Bosch, Sergi Borrego-Écija, Laura Molina-Porcel, Magda Castellví, Miguel Vergara, Anna Antonell, View ORCID ProfileJosep María Augé, View ORCID ProfileLaura Naranjo, Raquel Sanchez-Valle, Albert Lladó, Mircea Balasa
First published November 30, 2022, DOI: https://doi.org/10.1212/WNL.0000000000201597
Jordi Sarto
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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  • ORCID record for Jordi Sarto
Raquel Ruiz-García
2Immunology Service, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Barcelona, Spain
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  • ORCID record for Raquel Ruiz-García
Núria Guillén
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Óscar Ramos-Campoy
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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  • ORCID record for Óscar Ramos-Campoy
Neus Falgàs
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
3Atlantic Fellow for Equity in Brain Health, Global Brain Heath Institute, University of California, San Francisco and Trinity College, Dublin
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Diana Esteller
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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José Contador
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Guadalupe Fernández
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Yolanda González
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Adrià Tort-Merino
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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  • ORCID record for Adrià Tort-Merino
Jordi Juncà-Parella
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Bea Bosch
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Sergi Borrego-Écija
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Laura Molina-Porcel
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
4Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS, Barcelona, Spain
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Magda Castellví
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Miguel Vergara
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Anna Antonell
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Josep María Augé
5Biochemistry and Molecular Genetics Department, Hospital Clínic de Barcelona, Barcelona, Spain.
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  • ORCID record for Josep María Augé
Laura Naranjo
2Immunology Service, Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Barcelona, Spain
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  • ORCID record for Laura Naranjo
Raquel Sanchez-Valle
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Albert Lladó
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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Mircea Balasa
1Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
3Atlantic Fellow for Equity in Brain Health, Global Brain Heath Institute, University of California, San Francisco and Trinity College, Dublin
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  • For correspondence: mbalasa@clinic.cat
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Citation
Diagnostic Performance and Clinical Applicability of Blood-Based Biomarkers in a Prospective Memory Clinic Cohort
Jordi Sarto, Raquel Ruiz-García, Núria Guillén, Óscar Ramos-Campoy, Neus Falgàs, Diana Esteller, José Contador, Guadalupe Fernández, Yolanda González, Adrià Tort-Merino, Jordi Juncà-Parella, Bea Bosch, Sergi Borrego-Écija, Laura Molina-Porcel, Magda Castellví, Miguel Vergara, Anna Antonell, Josep María Augé, Laura Naranjo, Raquel Sanchez-Valle, Albert Lladó, Mircea Balasa
Neurology Nov 2022, 10.1212/WNL.0000000000201597; DOI: 10.1212/WNL.0000000000201597

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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 (p-tau181, GFAP, NfL, t-tau, UCH-L1) were determined with SiMoA. 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 sub-cohort with available AD biomarkers (n=268), plasma p-tau181 and GFAP had a high diagnostic accuracy to differentiate AD from non-neurodegenerative causes (AUC 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 subjects. Plasma NfL differentiated frontotemporal dementia syndromes (FTD) from CU (0.90) and non-neurodegenerative causes (0.93), while 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 sub-cohort 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 correlate moderately well with a diagnosis of FTD.

  • Received June 16, 2022.
  • Accepted in final form October 6, 2022.
  • © 2022 American Academy of Neurology

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