Anti-Correlated Cerebrospinal Fluid Biomarker Trajectories in Preclinical Alzheimer’s Disease
Abstract
Background: The earliest stage of preclinical Alzheimer’s disease (AD) is defined by low levels of cerebrospinal fluid (CSF) amyloid-β (Aβ 42 ). However, covariance in longitudinal dynamic change of Aβ 42 and tau in incipient preclinical AD is poorly understood. Objective: To examine dynamic interrelationships between Aβ 42 and tau in preclinical AD. Methods: We followed 47 cognitively intact participants (CI) with available CSF data over four years in ADNI. Based on longitudinal Aβ 42 levels in CSF, CI were classified into three groups: 1) Aβ 42 stable with normal levels of Aβ 42 over time ( n = 15); 2) Aβ 42 declining with normal Aβ 42 levels at baseline but showing decline over time ( n = 14); and 3) Aβ 42 levels consistently abnormal ( n = 18). Results: In the Aβ 42 declining group, suggestive of incipient preclinical AD, CSF phosphorylated tau (p-tau) showed a similar longitudinal pattern of increasing abnormality over time ( p = 0.0001). Correlation between longitudinal slopes of Aβ 42 and p-tau confirmed that both trajectories were anti-correlated (rho = –0.60; p = 0.02). Regression analysis showed that Aβ 42 slope (decreasing Aβ 42 ) predicted p-tau slope (increasing p-tau) (R 2 = 0.47, p = 0.03). Atrophy in the hippocampus was predicted by the interaction of Aβ 42 and p-tau slopes ( p < 0.0001) only in this incipient preclinical AD group. In all groups combined, memory decline was predicted by p-tau. Conclusions: The evolution of Aβ 42 and p-tau CSF biomarkers in CI subjects follows an anti-correlated trajectory, i.e., as Aβ 42 declined, p-tau increased, and thus was suggestive of strong temporal coincidence. Rapid pathogenic cross-talk between Aβ 42 and p-tau thus may be evident in very early stages of preclinical AD.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In individuals with low baseline WMH, the strong correlation between Aβ accumulation and p-Tau217 change suggests a rapid pathogenetic cross-talk and a temporal sequence of successive amyloid and tau phosphorylation in early pre-clinical stage.
“Individuals with low baseline WMH exhibited a strong correlation between Aβ accumulation and p‐Tau217 change, consistent with previous findings, 33 , 36 , 37 suggesting a rapid pathogenetic cross‐talk and a temporal sequence of successive amyloid and tau phosphorylation in this early pre‐clinical stage.”
From White matter hyperintensity modulates the amyloid‐tau‐cognition association and anti‐amyloid treatment efficacy in asymptomatic older adults (2025) · cites this paper as [37]
Cites
Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975) · Journal of Psychiatric Research · doi:10.1016/0022-3956(75)90026-6 · Cited by 88,282 · see citing works
The Amyloid Hypothesis of Alzheimer’s Disease: Progress and Problems on the Road to Therapeutics
Hardy, J., & Selkoe, D. J. (2002) · Science · doi:10.1126/science.1072994 · Cited by 13,864 · see citing works
The Clinical Dementia Rating (CDR): Current version and scoring rules
Morris, J. C. (1993) · Neurology · doi:10.1212/wnl.43.11.2412-a · Cited by 9,882 · see citing works
Sperling, R. A., Aisen, P. S., Beckett, L. A., Bennett, D. A., Craft, S., Fagan, A. M., Iwatsubo, T., Jack, C. R., Kaye, J., Montine, T. J., et al. (2011) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2011.03.003 · Cited by 7,155 · see citing works
Clinical and biomarker changes in dominantly inherited Alzheimer's disease
Bateman, R. J., Xiong, C., Benzinger, T. L. S., Fagan, A. M., Goate, A., Fox, N. C., Marcus, D. S., Cairns, N. J., Xie, X., Blazey, T. M., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1202753 · Cited by 3,814 · see citing works
L’examen Clinique en Psychologie
Rubé, P. (1959) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.1959.13.4.989 · Cited by 3,343 · see citing works
Braak, H., Alafuzoff, I., Arzberger, T., Kretzschmar, H., & Del Tredici, K. (2006) · Acta Neuropathologica · doi:10.1007/s00401-006-0127-z · Cited by 3,172 · see citing works
Peter, H., Penzel, T., Peter, J. H., & Peter, J. G. (2025) · Springer Reference Medizin · doi:10.1007/978-3-662-65186-5_302294 · Cited by 2,278 · see citing works
Stages of the Pathologic Process in Alzheimer Disease: Age Categories From 1 to 100 Years
Braak, H., Thal, D. R., Ghebremedhin, E., & Del Tredici, K. (2011) · Journal of Neuropathology & Experimental Neurology · doi:10.1097/nen.0b013e318232a379 · Cited by 2,194 · see citing works
Reynolds, C. R., & Powel, J. (1988) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/3.4.397 · Cited by 2,115 · see citing works
Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects
Shaw, L. M., Vanderstichele, H., Knapik‐Czajka, M., Clark, C. M., Aisen, P. S., Petersen, R. C., Blennow, K., Soares, H., Simon, A., Lewczuk, P., et al. (2009) · Annals of Neurology · doi:10.1002/ana.21610 · Cited by 2,065 · see citing works
Jarrett, J. T., Berger, E. P., & Lansbury, P. T. (1993) · Biochemistry · doi:10.1021/bi00069a001 · Cited by 2,022 · 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
Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis
Jansen, W. J., Ossenkoppele, R., Knol, D. L., Tijms, B. M., Scheltens, P., Verhey, F. R. J., Visser, P. J., Aalten, P., Aarsland, D., Alcolea, D., et al. (2015) · JAMA · doi:10.1001/jama.2015.4668 · Cited by 1,610 · see citing works
Memory and Executive Function in Aging and AD
Buckner, R. L. (2004) · Neuron · doi:10.1016/j.neuron.2004.09.006 · Cited by 1,508 · see citing works
Primary age-related tauopathy (PART): a common pathology associated with human aging
Crary, J. F., Trojanowski, J. Q., Schneider, J. A., Abisambra, J. F., Abner, E. L., Alafuzoff, I., Arnold, S. E., Attems, J., Beach, T. G., Bigio, E. H., et al. (2014) · Acta Neuropathologica · doi:10.1007/s00401-014-1349-0 · Cited by 1,467 · see citing works
Role of tau protein in both physiological and pathological conditions
AVILA, J., LUCAS, J. J., PÉREZ, M., & HERNÁNDEZ, F. (2004) · Physiological Reviews · doi:10.1152/physrev.00024.2003 · Cited by 1,005 · see citing works
The pathological process underlying Alzheimer’s disease in individuals under thirty
Braak, H., & Del Tredici, K. (2011) · Acta Neuropathologica · doi:10.1007/s00401-010-0789-4 · Cited by 812 · see citing works
The A4 Study: Stopping AD Before Symptoms Begin?
Sperling, R. A., Rentz, D. M., Johnson, K. A., Karlawish, J. H., Donohue, M., Salmon, D. P., & Aisen, P. S. S. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3007941 · Cited by 756 · see citing works
The Evolution of Preclinical Alzheimer’s Disease: Implications for Prevention Trials
Sperling, R., Mormino, E., & Johnson, K. (2014) · Neuron · doi:10.1016/j.neuron.2014.10.038 · Cited by 725 · see citing works
Zempel, H., Thies, E., Mandelkow, E., & Mandelkow, E.-M. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.2357-10.2010 · Cited by 686 · cited 1× · see citing works
“Additionally, both in vitro and preclinical work in transgenic mouse models of tau aggregation also suggests that A 42 may accelerate tau proto-aggregation or aggregation [38–40].”
BackgroundPrevalence of Amyloid PET Positivity in Dementia Syndromes: A Meta-analysis
Ossenkoppele, R., Jansen, W. J., Rabinovici, G. D., Knol, D. L., van der Flier, W. M., van Berckel, B. N. M., Scheltens, P., Visser, P. J., Verfaillie, S. C. J., Zwan, M. D., et al. (2015) · JAMA · doi:10.1001/jama.2015.4669 · Cited by 677 · see citing works
Jack, C. R., Knopman, D. S., Weigand, S. D., Wiste, H. J., Vemuri, P., Lowe, V., Kantarci, K., Gunter, J. L., Senjem, M. L., Ivnik, R. J., et al. (2012) · Annals of Neurology · doi:10.1002/ana.22628 · Cited by 602 · see citing works
Preclinical Alzheimer's disease and its outcome: a longitudinal cohort study
Vos, S. J., Xiong, C., Visser, P. J., Jasielec, M. S., Hassenstab, J., Grant, E. A., Cairns, N. J., Morris, J. C., Holtzman, D. M., & Fagan, A. M. (2013) · The Lancet Neurology · doi:10.1016/s1474-4422(13)70194-7 · Cited by 564 · see citing works
Animal Models of Alzheimer Disease
LaFerla, F. M., & Green, K. N. (2012) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a006320 · Cited by 419 · see citing works
Spatial patterns of cortical thinning in mild cognitive impairment and Alzheimer’s disease
Singh, V., Chertkow, H., Lerch, J. P., Evans, A. C., Dorr, A. E., & Kabani, N. J. (2006) · Brain · doi:10.1093/brain/awl256 · Cited by 386 · see citing works
Clinical and Biomarker Changes in Dominantly Inherited Alzheimer's Disease
(2012) · New England Journal of Medicine · doi:10.1056/nejmx120056 · Cited by 383 · see citing works
Relationship between atrophy and β‐amyloid deposition in Alzheimer disease
Chételat, G., Villemagne, V. L., Bourgeat, P., Pike, K. E., Jones, G., Ames, D., Ellis, K. A., Szoeke, C., Martins, R. N., O'Keefe, G. J., et al. (2010) · Annals of Neurology · doi:10.1002/ana.21955 · Cited by 373 · see citing works
Amyloid‐β associated cortical thinning in clinically normal elderly
Becker, J. A., Hedden, T., Carmasin, J., Maye, J., Rentz, D. M., Putcha, D., Fischl, B., Greve, D. N., Marshall, G. A., Salloway, S., et al. (2011) · Annals of Neurology · doi:10.1002/ana.22333 · Cited by 342 · see citing works
Gomar, J. J. (2011) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2011.96 · Cited by 340 · see citing works
Self-citationA data-driven model of biomarker changes in sporadic Alzheimer’s disease
Young, A. L., Oxtoby, N. P., Daga, P., Cash, D. M., Fox, N. C., Ourselin, S., Schott, J. M., & Alexander, D. C. (2014) · Brain · doi:10.1093/brain/awu176 · Cited by 308 · see citing works
Amyloid-Independent Mechanisms in Alzheimer's Disease Pathogenesis
Pimplikar, S. W., Nixon, R. A., Robakis, N. K. R. K., Shen, J., & Tsai, L. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.4305-10.2010 · Cited by 281 · see citing works
Short-term clinical outcomes for stages of NIA-AA preclinical Alzheimer disease
Knopman, D. S., Jack, C. R., Wiste, H. J., Weigand, S. D., Vemuri, P., Lowe, V. J., Kantarci, K., Gunter, J. L., Senjem, M. L., Ivnik, R. J., et al. (2012) · Neurology · doi:10.1212/wnl.0b013e3182563bbe · Cited by 243 · see citing works
Structural MRI biomarkers for preclinical and mild Alzheimer's disease
Fennema‐Notestine, C., Hagler, D. J., McEvoy, L. K., Fleisher, A. S., Wu, E. H., Karow, D. S., & Dale, A. M. (2009) · Human Brain Mapping · doi:10.1002/hbm.20744 · Cited by 233 · see citing works
Drachman, D. A. (2014) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2013.11.003 · Cited by 224 · see citing works
Longitudinal change in CSF Tau and Aβ biomarkers for up to 48 months in ADNI
Toledo, J. B., Xie, S. X., Trojanowski, J. Q., & Shaw, L. M. (2013) · Acta Neuropathologica · doi:10.1007/s00401-013-1151-4 · Cited by 180 · see citing works
Fleisher, A. S., Chen, K., Quiroz, Y. T., Jakimovich, L. J., Gutierrez Gomez, M., Langois, C. M., Langbaum, J. B. S., Roontiva, A., Thiyyagura, P., Lee, W., et al. (2015) · JAMA Neurology · doi:10.1001/jamaneurol.2014.3314 · Cited by 177 · see citing works
PART, a distinct tauopathy, different from classical sporadic Alzheimer disease.
Jellinger, K. A., Alafuzoff, I., Attems, J., Beach, T. G., Cairns, N. J., Crary, J. F., Dickson, D. W., Hof, P. R., Hyman, B. T., Jack, C. R., et al. (2015) · Acta Neuropathologica · doi:10.1007/s00401-015-1407-2 · Cited by 171 · see citing works
Rates of β-amyloid accumulation are independent of hippocampal neurodegeneration
Jack, C. R., Wiste, H. J., Knopman, D. S., Vemuri, P., Mielke, M. M., Weigand, S. D., Senjem, M. L., Gunter, J. L., Lowe, V. J., Gregg, B. E., et al. (2014) · Neurology · doi:10.1212/wnl.0000000000000386 · Cited by 124 · see citing works
Amyloid-β associated volume loss occurs only in the presence of phospho-tau
Desikan, R., McEvoy, L., Thompson, W., Holland, D., Roddey, J., Blennow, K., Aisen, P., Brewer, J., Hyman, B., & Dale, A. (2011) · Annals of Neurology · doi:10.1002/ana.22509 · Cited by 123 · see citing works
Soluble Aβ Promotes Wild-Type Tau Pathology<i>In Vivo</i>
Chabrier, M. A., Blurton-Jones, M., Agazaryan, A. A., Nerhus, J. L., Martinez-Coria, H., & LaFerla, F. M. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.0172-12.2012 · Cited by 123 · see citing works
Toledo, J. B., Bjerke, M., Da, X., Landau, S. M., Foster, N. L., Jagust, W., Jack, C., Weiner, M., Davatzikos, C., Shaw, L. M., et al. (2015) · JAMA Neurology · doi:10.1001/jamaneurol.2014.4829 · Cited by 88 · see citing works
Emerging β-amyloid pathology and accelerated cortical atrophy
Mattsson, N., Insel, P. S., Nosheny, R., Tosun, D., Trojanowski, J. Q., Shaw, L. M., Jack, C. R., Donohue, M. C., & Weiner, M. W. (2014) · JAMA Neurology · doi:10.1001/jamaneurol.2014.446 · Cited by 71 · see citing works
Increasing CSF phospho-tau levels during cognitive decline and progression to dementia
Andersson, C., Blennow, K., Almkvist, O., Andreasen, N., Engfeldt, P., Johansson, S., Lindau, M. P., & Eriksdotter, M. (2007) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2007.03.027 · Cited by 65 · see citing works
Changes in Aβ biomarkers and associations with APOE genotype in 2 longitudinal cohorts
Resnick, S. M., Bilgel, M., Moghekar, A., An, Y., Cai, Q., Wang, M., Thambisetty, M., Prince, J. L., Zhou, Y., Soldan, A., et al. (2015) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2015.04.001 · Cited by 64 · see citing works
Price (1999) · doi:10.1002/1531-8249(199903)45:3
Flagged first, then by citations
Cited by
Sorted by citations
Association of Amyloid and Tau With Cognition in Preclinical Alzheimer Disease: A Longitudinal Study
Hanseeuw, B. J., Betensky, R. A., Jacobs, H. I. L., Schultz, A. P., Sepulcre, J., Becker, J. A., Cosio, D. M. O., Farrell, M., Quiroz, Y. T., Mormino, E. C., et al. (2019) · JAMA Neurology · doi:10.1001/jamaneurol.2019.1424 · Cited by 865 · see citing works
The impact of amyloid‐beta and tau on prospective cognitive decline in older individuals
Sperling, R. A., Mormino, E. C., Schultz, A. P., Betensky, R. A., Papp, K. V., Amariglio, R. E., Hanseeuw, B. J., Buckley, R., Chhatwal, J., Hedden, T., et al. (2019) · Annals of Neurology · doi:10.1002/ana.25395 · Cited by 286 · see citing works
Lin, Z., Hong, Y., Hu, Y., Xiao, Q., Peng, S., Wu, D., Guo, T., & Jiang, D. (2025) · Alzheimer's & Dementia · doi:10.1002/alz.70990 · Cited by 2 · see citing works
- Authors
- Gomar, J. J., Conejero-Goldberg, C., Davies, P., Goldberg, T. E., & Initiative, F. T. A. D. N.
- Affiliations
- The Litwin-Zucker Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA
- Northwell Health (US)
- Corresponding author
- Goldberg, Terry E.
- Venue
- Journal of Alzheimer’s Disease
- Publisher
- SAGE Publications
- Published
- 2016-02-26
- Volume
- 51
- Issue
- 4
- Pages
- 1085-1097
- ISSN
- 1387-2877 (ISSN-L)
- 1875-8908
- OpenAlex
- W2291588658
- Cited by
- 13
- References
- 46
- Citations by year
- 2025: 1 · 2023: 1 · 2022: 1 · 2021: 1 · 2019: 2 · 2018: 3 · 2017: 2 · 2016: 2
- FWCI
- 2.66
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Alzheimer s Disease (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Defense
- BioClinica
- Eisai
- National Institute on Aging (R01AG038734)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Cerebrospinal fluid and hydrocephalus
- Keywords
- preclinical Alzheimer's disease, cerebrospinal fluid biomarkers
- MeSH terms
- Adult, Aged, Aged, 80 and over, Alzheimer Disease, Atrophy, Brain, Female, Humans, Longitudinal Studies, Magnetic Resonance Imaging, Male, Middle Aged, Neuropsychological Tests, Peptide Fragments, Regression Analysis, Amyloid beta-Peptides, tau Proteins, Disease Progression, Statistics, Nonparametric, Prodromal Symptoms
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review