Mass-Spectrometry-Based Method To Quantify in Parallel Tau and Amyloid β 1–42 in CSF for the Diagnosis of Alzheimer’s Disease
Open accessAbstract
Alzheimer’s disease (AD), the most common form of dementia, afflicts about 50 million people worldwide. Currently, AD diagnosis is primarily based on psychological evaluation and can only be confirmed post-mortem. Reliable and objective biomarkers for prognosis and diagnosis have been sought for years. Together, tau and amyloid β 1–42 (Aβ 42 ) in cerebrospinal fluid (CSF) have been shown to provide good diagnostic sensitivity and specificity. Additionally, phosphorylated forms of tau, such as tau pS181, have also shown promising results. However, the measurement of such markers currently relies on antibody-based immunoassays that have shown variability, leading to discrepant results across laboratories. To date, mass spectrometry methods developed to evaluate CSF tau and Aβ 42 are not compatible. We present in this article the development of a mass-spectrometry-based method of quantification for CSF tau and Aβ 42 in parallel. The absolute concentrations of tau and Aβ 42 we measured are on average 50 ng/mL (7–130 ng/mL) and 7.1 ng/mL (3–13 ng/mL), respectively. Analyses of CSF tau and Aβ 42, in a cohort of patients with AD, mild cognitive impairment, and healthy controls (30 subjects), provide significant group differences evaluated with ROC curves (AUC (control-AD) and AUC (control-MCI) = 1, AUC (MCI-AD) = 0.76), with at least equivalent diagnostic utility to immunoassay measurements in the same sample set. Finally, a significant and negative correlation was found between the tau and Aβ peptides ratio and the disease severity.
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Several studies have successfully used targeted MS strategies to quantify Aβ, tau, and APOE protein levels in CSF with similar disease-association efficacy to that of traditional ELISA assays.
“Several studies have successfully used targeted MS strategies to quantify Aβ, tau, and APOE protein levels in CSF with similar disease-association efficacy to that of traditional ELISA assays [189–191].”
From Systems-based proteomics to resolve the biology of Alzheimer’s disease beyond amyloid and tau (2021) · cites this paper as [190]
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McKhann, G., Drachman, D., Folstein, M., Katzman, R., Price, D., & Stadlan, E. M. (1984) · Neurology · doi:10.1212/wnl.34.7.939 · Cited by 27,915 · see citing works
Imaging brain amyloid in Alzheimer's disease with Pittsburgh Compound‐B
Klunk, W. E., Engler, H., Nordberg, A., Wang, Y., Blomqvist, G., Holt, D. P., Bergström, M., Savitcheva, I., Huang, G., Estrada, S., et al. (2004) · Annals of Neurology · doi:10.1002/ana.20009 · Cited by 4,496 · see citing works
Blennow, K., de Leon, M. J., & Zetterberg, H. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69113-7 · Cited by 3,134 · see citing works
Cerebrospinal fluid and plasma biomarkers in Alzheimer disease
Blennow, K., Hampel, H., Weiner, M., & Zetterberg, H. (2010) · Nature Reviews Neurology · doi:10.1038/nrneurol.2010.4 · Cited by 1,863 · see citing works
Hansson, O., Zetterberg, H., Buchhave, P., Londos, E., Blennow, K., & Minthon, L. (2006) · The Lancet Neurology · doi:10.1016/s1474-4422(06)70355-6 · Cited by 1,700 · see citing works
CSF Biomarkers and Incipient Alzheimer Disease in Patients With Mild Cognitive Impairment
Mattsson, N. (2009) · JAMA · doi:10.1001/jama.2009.1064 · Cited by 1,176 · see citing works
Addona, T. A., Abbatiello, S. E., Schilling, B., Skates, S. J., Mani, D. R., Bunk, D. M., Spiegelman, C. H., Zimmerman, L. J., Ham, A.-J. L., Keshishian, H., et al. (2009) · Nature Biotechnology · doi:10.1038/nbt.1546 · Cited by 1,037 · see citing works
Fagan, A. M., Roe, C. M., Xiong, C., Mintun, M. A., Morris, J. C., & Holtzman, D. M. (2007) · Archives of Neurology · doi:10.1001/archneur.64.3.noc60123 · Cited by 897 · see citing works
Tapiola, T., Alafuzoff, I., Herukka, S.-K., Parkkinen, L., Hartikainen, P., Soininen, H., & Pirttilä, T. (2009) · Archives of Neurology · doi:10.1001/archneurol.2008.596 · Cited by 896 · see citing works
Improved discrimination of AD patients using β-amyloid <sub>(1-42)</sub> and tau levels in CSF
Hulstaert, F., Blennow, K., Ivanoiu, A., Schoonderwaldt, H. C., Riemenschneider, M., Deyn, P. P. D., Bancher, C., Cras, P., Wiltfang, J., Mehta, P. D., et al. (1999) · Neurology · doi:10.1212/wnl.52.8.1555 · Cited by 724 · see citing works
Motter, R., Vigo‐Pelfrey, C., Kholodenko, D., Barbour, R., Johnson‐Wood, K., Galasko, D., Chang, L., Miller, B., Clark, C., Green, R., et al. (1995) · Annals of Neurology · doi:10.1002/ana.410380413 · Cited by 701 · see citing works
Self-citationWong, D. F., Rosenberg, P. B., Zhou, Y., Kumar, A., Raymont, V., Ravert, H. T., Dannals, R. F., Nandi, A., Brašić, J. R., Ye, W., et al. (2010) · Journal of Nuclear Medicine · doi:10.2967/jnumed.109.069088 · Cited by 684 · see citing works
Buerger, K., Ewers, M., Pirttila, T., Zinkowski, R., Alafuzoff, I., Teipel, S. J., DeBernardis, J., Kerkman, D., McCulloch, C., Soininen, H., et al. (2006) · Brain · doi:10.1093/brain/awl269 · Cited by 586 · see citing works
Janelidze, S., Zetterberg, H., Mattsson, N., Palmqvist, S., Vanderstichele, H., Lindberg, O., van Westen, D., Stomrud, E., Minthon, L., Blennow, K., et al. (2016) · Annals of Clinical and Translational Neurology · doi:10.1002/acn3.274 · Cited by 456 · see citing works
Olsson, A., Vanderstichele, H., Andreasen, N., Meyer, G. D., Wallin, A., Holmberg, B., Rosengren, L., Vanmechelen, E., & Blennow, K. (2004) · Clinical Chemistry · doi:10.1373/clinchem.2004.039347 · Cited by 424 · see citing works
Cerebrospinal fluid biomarkers for Parkinson disease diagnosis and progression
Shi, M. Y., Bradner, J. M., Hancock, A. M., Chung, K. A., Quinn, J. F., Peskind, E. R., Galasko, D., Jankovic, J. J., Zabetian, C. P., Kim, H. M., et al. (2010) · Annals of Neurology · doi:10.1002/ana.22311 · Cited by 418 · see citing works
Self-citationThe Alzheimer's Association external quality control program for cerebrospinal fluid biomarkers
Mattsson, N., Andréasson, U., Persson, S., Arai, H., Batish, S. D., Bernardini, S., Bocchio‐Chiavetto, L., Blankenstein, M. A., Carrillo, M. C., Chalbot, S., et al. (2011) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2011.05.2243 · Cited by 409 · see citing works
Self-citationCSF biomarker variability in the Alzheimer's Association quality control program
Mattsson, N., Andréasson, U., Persson, S., Carrillo, M. C., Collins, S. J., Chalbot, S., Cutler, N. E., Dufour‐Rainfray, D., Fagan, A. M., Heegaard, N. H. H., et al. (2013) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2013.01.010 · Cited by 383 · see citing works
Snyder, S. W., Ladror, U. S., Wade, W. S., Wang, G. T., Barrett, L. W., Matayoshi, E. D., Huffaker, H. J., Krafft, G. A., & Holzman, T. F. (1994) · Biophysical Journal · doi:10.1016/s0006-3495(94)80591-0 · Cited by 381 · see citing works
Andreadis, A. (2005) · Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease · doi:10.1016/j.bbadis.2004.08.010 · Cited by 311 · see citing works
Shi, T., Fillmore, T., Sun, X., Zhao, R., Schepmoes, A., Hossain, M., Xie, F., Wu, S., Kim, J., Jones, N., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1204366109 · Cited by 220 · see citing works
Characterization of Novel CSF Tau and ptau Biomarkers for Alzheimer’s Disease
Meredith Jr., J. E., Sankaranarayanan, S., Guss, V., Lanzetti, A. J., Berisha, F., Neely, R. J., Slemmon, J. R., Portelius, E., Zetterberg, H., Blennow, K., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0076523 · Cited by 209 · see citing works
Regulation of human MAPT gene expression
Caillet‐Boudin, M., Buée, L., Sergeant, N., & Lefebvre, B. (2015) · Molecular Neurodegeneration · doi:10.1186/s13024-015-0025-8 · Cited by 193 · see citing works
Leinenbach, A., Pannee, J., Dülffer, T., Huber, A., Bittner, T., Andréasson, U., Gobom, J., Zetterberg, H., Kobold, U., Portelius, E., et al. (2014) · Clinical Chemistry · doi:10.1373/clinchem.2013.220392 · Cited by 158 · see citing works
Barthélemy, N. R., Gabelle, A., Hirtz, C., Fenaille, F., Sergeant, N., Schraen-Maschke, S., Vialaret, J., Buée, L., Junot, C., Becher, F., et al. (2016) · Journal of Alzheimer’s Disease · doi:10.3233/jad-150962 · Cited by 139 · see citing works
Oeckl, P., Metzger, F., Nagl, M., Arnim, C. A. F. V., Halbgebauer, S., Steinacker, P., Ludolph, A. C., & Otto, M. (2016) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m116.059915 · Cited by 135 · see citing works
Lame, M. E., Chambers, E. E., & Blatnik, M. (2011) · Analytical Biochemistry · doi:10.1016/j.ab.2011.08.010 · Cited by 123 · see citing works
Barthélemy, N. R., Fenaille, F., Hirtz, C., Sergeant, N., Schraen-Maschke, S., Vialaret, J., Buée, L., Gabelle, A., Junot, C., Lehmann, S., et al. (2016) · Journal of Proteome Research · doi:10.1021/acs.jproteome.5b01001 · Cited by 123 · see citing works
Korecka, M., Waligórska, T., Figurski, M., Toledo, J. B., Arnold, S. E., Grossman, M., Trojanowski, J. Q., & Shaw, L. M. J. (2014) · Journal of Alzheimer s Disease · doi:10.3233/jad-132489 · Cited by 112 · see citing works
Temporal T807 binding correlates with CSF tau and phospho-tau in normal elderly
Chhatwal, J. P., Schultz, A. P., Marshall, G. A., Boot, B., Gomez-Isla, T., Dumurgier, J., LaPoint, M., Scherzer, C., Roe, A. D., Hyman, B. T., et al. (2016) · Neurology · doi:10.1212/wnl.0000000000003050 · Cited by 106 · see citing works
Pannee, J., Portelius, E., Minthon, L., Gobom, J., Andréasson, U., Zetterberg, H., Hansson, O., & Blennow, K. (2016) · Journal of Neurochemistry · doi:10.1111/jnc.13838 · Cited by 84 · see citing works
The Use of Selected Reaction Monitoring in Quantitative Proteomics
Holman, S. W., Sims, P. F. G., & Eyers, C. E. (2012) · Bioanalysis · doi:10.4155/bio.12.126 · Cited by 76 · see citing works
Cerebrospinal fluid tau, Aß, and phosphorylated tau protein for the diagnosis of Alzheimer's disease
Formichi, P., Battisti, C., Radi, E., & Federico, A. (2006) · Journal of Cellular Physiology · doi:10.1002/jcp.20602 · Cited by 74 · see citing works
Prakash, A., Rezai, T., Krastins, B., et al. (2012) · Journal of Proteome Research · doi:10.1021/pr300014s · Cited by 66 · see citing works
Antibody-free quantification of seven tau peptides in human CSF using targeted mass spectrometry
Bros, P., Vialaret, J., Barthélemy, N. R., Delatour, V., Gabelle, A., Lehmann, S., & Hirtz, C. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00302 · Cited by 45 · see citing works
Kruse, N., Persson, S., Alcolea, D., Bahl, J. M. C., Baldeiras, I., Capello, E., Chiasserini, D., Bocchio Chiavetto, L., Emersic, A., Engelborghs, S., et al. (2015) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2015.05.003 · Cited by 38 · see citing works
Pan, C., Korff, A., Galasko, D. R., Ginghină, C., Peskind, E. R., Li, G., Quinn, J. F., Montine, T. J., Cain, K. C., Shi, M. Y., et al. (2015) · Journal of Alzheimer s Disease · doi:10.3233/jad-143099 · Cited by 36 · see citing works
Self-citationDetection and quantification of plasma amyloid-β by selected reaction monitoring mass spectrometry
Kim, J. S., Ahn, H., Cho, S. M., Lee, J. E., Kim, Y. S., & Lee, C. (2014) · Analytica Chimica Acta · doi:10.1016/j.aca.2014.06.024 · Cited by 36 · see citing works
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Cilento, E. M., Jin, L., Stewart, T., Shi, M., Sheng, L., & Zhang, J. (2019) · Journal of Neurochemistry · doi:10.1111/jnc.14635 · Cited by 60 · see citing works
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- Authors
- Pottiez, G., Yang, L., Stewart, T., Song, N., Aro, P., Galasko, D. R., Quinn, J. F., Peskind, E. R., Shi, M., & Zhang, J.
- Affiliations
- University of Washington (US)
- University of California San Diego (US)
- Oregon Health & Science University (US)
- Corresponding author
- Zhang, Jing
- ORCID
- Venue
- Journal of Proteome Research
- Publisher
- American Chemical Society (ACS)
- Published
- 2017-02-07
- Volume
- 16
- Issue
- 3
- Pages
- 1228-1238
- ISSN
- 1535-3893 (ISSN-L)
- 1535-3907
- PMC
- PMC5679294
- OpenAlex
- W2580679988
- Cited by
- 37
- References
- 38
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 4 · 2023: 6 · 2022: 2 · 2021: 5 · 2020: 6 · 2019: 2 · 2018: 5 · 2017: 2 · 2016: 1
- FWCI
- 3.01
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Proteome Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute of Environmental Health Sciences (P30 ES007033-8649, R01 ES016873, R01 ES019277)
- National Institute of Neurological Disorders and Stroke (U01 NS082137, U01 NS091272)
- National Institute on Aging (P50 AG05131)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Keywords
- Alzheimer's disease, cerebrospinal fluid, tau protein, amyloid-beta 42, mass spectrometry quantification, biomarkers, mild cognitive impairment, disease severity, immunoassay comparison, sensitivity and specificity
- MeSH terms
- Alzheimer Disease, Humans, Peptide Fragments, ROC Curve, Sensitivity and Specificity, Severity of Illness Index, Mass Spectrometry, Biomarkers, Case-Control Studies, Amyloid beta-Peptides, tau Proteins
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