Skip to main content

Advertisement

Log in

The Relevance of Beta-Amyloid on Markers of Alzheimer’s Disease in Clinically Normal Individuals and Factors That Influence These Associations

  • Review
  • Published:
Neuropsychology Review Aims and scope Submit manuscript

Abstract

Aberrant accumulation of beta-amyloid (Aβ) is thought to be an early event in a biological cascade that eventually leads to Alzheimer’s disease (AD). Along these lines, many clinically normal (CN) older individuals have evidence of beta-amyloid (Aβ) accumulation, which may be indicative of preclinical AD. However, relationships between Aβ and “downstream” AD markers are often inconsistent across studies. These inconsistencies may be due to the presence of other age-related processes that also influence AD markers, as well as additional risk factors that interact with Aβ to influence downstream changes. For instance, it is possible that the effect of Aβ is modified by neurodegeneration, genetics, sex-differences and cognitive reserve. Thus, a multivariate approach to determining risk of AD within CN participants may be more appropriate than reliance on Aβ status alone. An understanding of how additional risk factors interact with Aβ to influence an individual’s trajectory towards AD is essential for characterizing preclinical AD and has implications for prevention trials.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Aizenstein, H. J., Nebes, R. D., Saxton, J. A., Price, J. C., Mathis, C. A., Tsopelas, N. D., et al. (2008). Frequent amyloid deposition without significant cognitive impairment among the elderly. Archives of Neurology, 65, 1509–1517.

    PubMed Central  PubMed  Google Scholar 

  • Alexopoulos, P., Richter-Schmidinger, T., Horn, M., Maus, S., Reichel, M., Sidiropoulos, C., et al. (2011). Hippocampal volume differences between healthy young apolipoprotein E epsilon2 and epsilon4 carriers. Journal of Alzheimer's Disease, 26, 207–210.

    CAS  PubMed  Google Scholar 

  • Alz.org. (2014). Alzheimer’s Disease Facts and Figures.

  • Amir, E., Freedman, O. C., Seruga, B., & Evans, D. G. (2010). Assessing women at high risk of breast cancer: a review of risk assessment models. Journal of the National Cancer Institute, 102, 680–691.

    PubMed  Google Scholar 

  • Andrews-Hanna, J. R., Reidler, J. S., Sepulcre, J., Poulin, R., & Buckner, R. L. (2010). Functional-anatomic fractionation of the brain's default network. Neuron, 65, 550–562.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Barker, W. W., Luis, C. A., Kashuba, A., Luis, M., Harwood, D. G., Loewenstein, D., et al. (2002). Relative frequencies of Alzheimer disease, Lewy body, vascular and frontotemporal dementia, and hippocampal sclerosis in the State of Florida Brain Bank. Alzheimer Disease and Associated Disorders, 16, 203–212.

    PubMed  Google Scholar 

  • Becker, J. A., Hedden, T., Carmasin, J., Maye, J., Rentz, D. M., Putcha, D., et al. (2011). Amyloid-beta associated cortical thinning in clinically normal elderly. Annals of Neurology, 69, 1032–1042.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Bennett, D. A., Schneider, J. A., Arvanitakis, Z., Kelly, J. F., Aggarwal, N. T., Shah, R. C., et al. (2006). Neuropathology of older persons without cognitive impairment from two community-based studies. Neurology, 66, 1837–1844.

    CAS  PubMed  Google Scholar 

  • Bentahir, M., Nyabi, O., Verhamme, J., Tolia, A., Horre, K., Wiltfang, J., et al. (2006). Presenilin clinical mutations can affect gamma-secretase activity by different mechanisms. Journal of Neurochemistry, 96, 732–742.

    CAS  PubMed  Google Scholar 

  • Braak, H., & Braak, E. (1997). Frequency of stages of Alzheimer-related lesions in different age categories. Neurobiology of Aging, 18, 351–357.

    CAS  PubMed  Google Scholar 

  • Buckner, R. L., Andrews-Hanna, J. R., & Schacter, D. L. (2008). The brain's default network: anatomy, function, and relevance to disease. Annals of the New York Academy of Sciences, 1124, 1–38.

    PubMed  Google Scholar 

  • Buckner, R. L., Sepulcre, J., Talukdar, T., Krienen, F. M., Liu, H., Hedden, T., et al. (2009). Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease. Journal of Neuroscience, 29, 1860–1873.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Buckner, R. L., & Vincent, J. L. (2007). Unrest at rest: default activity and spontaneous network correlations. NeuroImage, 37, 1091–1096. discussion 1097–9.

    PubMed  Google Scholar 

  • Cabeza, R., Anderson, N. D., Locantore, J. K., & McIntosh, A. R. (2002). Aging gracefully: compensatory brain activity in high-performing older adults. NeuroImage, 17, 1394–1402.

    PubMed  Google Scholar 

  • Carter, C. L., Resnick, E. M., Mallampalli, M., & Kalbarczyk, A. (2012). Sex and gender differences in Alzheimer's disease: recommendations for future research. Journal of Women's Health (2002), 21, 1018–1023.

    Google Scholar 

  • Chetelat, G., Villemagne, V. L., Pike, K. E., Baron, J. C., Bourgeat, P., Jones, G., et al. (2010). Larger temporal volume in elderly with high versus low beta-amyloid deposition. Brain, 133, 3349–3358.

    PubMed  Google Scholar 

  • Chetelat, G., Villemagne, V. L., Villain, N., Jones, G., Ellis, K. A., Ames, D., et al. (2012). Accelerated cortical atrophy in cognitively normal elderly with high beta-amyloid deposition. Neurology, 78, 477–484.

    CAS  PubMed  Google Scholar 

  • Cirrito, J. R., Yamada, K. A., Finn, M. B., Sloviter, R. S., Bales, K. R., May, P. C., et al. (2005). Synaptic activity regulates interstitial fluid amyloid-beta levels in vivo. Neuron, 48, 913–922.

    CAS  PubMed  Google Scholar 

  • Citron, M., Oltersdorf, T., Haass, C., McConlogue, L., Hung, A. Y., Seubert, P., et al. (1992). Mutation of the beta-amyloid precursor protein in familial Alzheimer's disease increases beta-protein production. Nature, 360, 672–674.

    CAS  PubMed  Google Scholar 

  • Costa, D. A., Cracchiolo, J. R., Bachstetter, A. D., Hughes, T. F., Bales, K. R., Paul, S. M., et al. (2007). Enrichment improves cognition in AD mice by amyloid-related and unrelated mechanisms. Neurobiology of Aging, 28, 831–844.

    CAS  PubMed  Google Scholar 

  • Damoiseaux, J. S., Prater, K. E., Miller, B. L., & Greicius, M. D. (2012a). Functional connectivity tracks clinical deterioration in Alzheimer's disease. Neurobiology of Aging, 33, 828 e19–828 e30.

    Google Scholar 

  • Damoiseaux, J. S., Seeley, W. W., Zhou, J., Shirer, W. R., Coppola, G., Karydas, A., et al. (2012b). Gender modulates the APOE epsilon4 effect in healthy older adults: convergent evidence from functional brain connectivity and spinal fluid tau levels. Journal of Neuroscience, 32, 8254–8262.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Daselaar, S. M., Prince, S. E., & Cabeza, R. (2004). When less means more: deactivations during encoding that predict subsequent memory. NeuroImage, 23, 921–927.

    CAS  PubMed  Google Scholar 

  • Davies, C. A., Mann, D. M., Sumpter, P. Q., & Yates, P. O. (1987). A quantitative morphometric analysis of the neuronal and synaptic content of the frontal and temporal cortex in patients with Alzheimer's disease. Journal of Neurological Sciences, 78, 151–164.

    CAS  Google Scholar 

  • de Chastelaine, M., Wang, T. H., Minton, B., Muftuler, L. T., & Rugg, M. D. (2011). The effects of Age, memory performance, and callosal integrity on the neural correlates of successful associative encoding. Cerebral Cortex, 21, 2166–2176.

    PubMed Central  PubMed  Google Scholar 

  • DeCarli, C., Murphy, D. G., Tranh, M., Grady, C. L., Haxby, J. V., Gillette, J. A., et al. (1995). The effect of white matter hyperintensity volume on brain structure, cognitive performance, and cerebral metabolism of glucose in 51 healthy adults. Neurology, 45, 2077–2084.

    CAS  PubMed  Google Scholar 

  • Desikan, R. S., McEvoy, L. K., Thompson, W. K., Holland, D., Brewer, J. B., Aisen, P. S., et al. (2012). Amyloid-beta–associated clinical decline occurs only in the presence of elevated P-tau. Archives of Neurology, 69, 709–713.

    PubMed Central  PubMed  Google Scholar 

  • Desikan, R. S., McEvoy, L. K., Thompson, W. K., Holland, D., Roddey, J. C., Blennow, K., et al. (2011). Amyloid-beta associated volume loss occurs only in the presence of phospho-tau. Annals of Neurology, 70, 657–661.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Dickerson, B. C., Bakkour, A., Salat, D. H., Feczko, E., Pacheco, J., Greve, D. N., et al. (2009). The cortical signature of Alzheimer's disease: regionally specific cortical thinning relates to symptom severity in very mild to mild AD dementia and is detectable in asymptomatic amyloid-positive individuals. Cerebral Cortex, 19, 497–510.

    PubMed Central  PubMed  Google Scholar 

  • Dodart, J. C., Bales, K. R., Gannon, K. S., Greene, S. J., DeMattos, R. B., Mathis, C., et al. (2002). Immunization reverses memory deficits without reducing brain Abeta burden in Alzheimer's disease model. Nature Neuroscience, 5, 452–457.

    CAS  PubMed  Google Scholar 

  • Doraiswamy, P. M., Sperling, R. A., Coleman, R. E., Johnson, K. A., Reiman, E. M., Davis, M. D., et al. (2012). Amyloid-beta assessed by florbetapir F 18 PET and 18-month cognitive decline: a multicenter study. Neurology, 79, 1636–1644.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Dore, V., Villemagne, V. L., Bourgeat, P., Fripp, J., Acosta, O., Chetelat, G., et al. (2013). Cross-sectional and longitudinal analysis of the relationship between Abeta deposition, cortical thickness, and memory in cognitively unimpaired individuals and in Alzheimer disease. JAMA Neurology, 70, 903–911.

    PubMed  Google Scholar 

  • Duara, R., Barker, W. W., Lopez-Alberola, R., Loewenstein, D. A., Grau, L. B., Gilchrist, D., et al. (1996). Alzheimer's disease: interaction of apolipoprotein E genotype, family history of dementia, gender, education, ethnicity, and age of onset. Neurology, 46, 1575–1579.

    CAS  PubMed  Google Scholar 

  • Eberling, J. L., Wu, C., Tong-Turnbeaugh, R., & Jagust, W. J. (2004). Estrogen- and tamoxifen-associated effects on brain structure and function. NeuroImage, 21, 364–371.

    PubMed  Google Scholar 

  • Egan, M. F., Kojima, M., Callicott, J. H., Goldberg, T. E., Kolachana, B. S., Bertolino, A., et al. (2003). The BDNF val66met polymorphism affects activity-dependent secretion of BDNF and human memory and hippocampal function. Cell, 112, 257–269.

    CAS  PubMed  Google Scholar 

  • Fagan, A. M., Mintun, M. A., Mach, R. H., Lee, S. Y., Dence, C. S., Shah, A. R., et al. (2006). Inverse relation between in vivo amyloid imaging load and cerebrospinal fluid Abeta42 in humans. Annals of Neurology, 59, 512–519.

    CAS  PubMed  Google Scholar 

  • Farrer, L. A., Cupples, L. A., Haines, J. L., Hyman, B., Kukull, W. A., Mayeux, R., et al. (1997). Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. APOE and Alzheimer disease meta analysis consortium. JAMA, 278, 1349–1356.

    CAS  PubMed  Google Scholar 

  • Fjell, A. M., McEvoy, L., Holland, D., Dale, A. M., & Walhovd, K. B. (2013). Brain changes in older adults at very low risk for Alzheimer's disease. Journal of Neuroscience, 33, 8237–8242.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Fjell, A.M., McEvoy, L., Holland, D., Dale, A.M., Walhovd, K.B. (2014) What is normal in normal aging? Effects of aging, amyloid and Alzheimer's disease on the cerebral cortex and the hippocampus. Prog Neurobiol.

  • Fjell, A. M., Walhovd, K. B., Fennema-Notestine, C., McEvoy, L. K., Hagler, D. J., Holland, D., et al. (2009). One-year brain atrophy evident in healthy aging. Journal of Neuroscience, 29, 15223–15231.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Fox, M. D., & Raichle, M. E. (2007). Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Review Neuroscience, 8, 700–711.

    CAS  Google Scholar 

  • Grober, E., Hall, C. B., Lipton, R. B., Zonderman, A. B., Resnick, S. M., & Kawas, C. (2008). Memory impairment, executive dysfunction, and intellectual decline in preclinical Alzheimer's disease. Journal of International Neuropsychological Society, 14, 266–278.

    Google Scholar 

  • Hardy, J., & Selkoe, D. J. (2002). The amyloid hypothesis of Alzheimer's disease: progress and problems on the road to therapeutics. Science, 297, 353–356.

    CAS  PubMed  Google Scholar 

  • Hebert, L. E., Weuve, J., Scherr, P. A., & Evans, D. A. (2013). Alzheimer disease in the United States (2010–2050) estimated using the 2010 census. Neurology, 80, 1778–1783.

    PubMed Central  PubMed  Google Scholar 

  • Hedden, T., Van Dijk, K. R., Becker, J. A., Mehta, A., Sperling, R. A., Johnson, K. A., et al. (2009). Disruption of functional connectivity in clinically normal older adults harboring amyloid burden. Journal of Neuroscience, 29, 12686–12694.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Hedden, T., Van Dijk, K.R., Shire, E.H., Sperling, R.A., Johnson, K.A., Buckner, R.L. (2011). Failure to Modulate Attentional Control in Advanced Aging Linked to White Matter Pathology. Cereb Cortex.

  • Holland, D., Desikan, R. S., Dale, A. M., & McEvoy, L. K. (2013). Higher rates of decline for women and apolipoprotein E epsilon4 carriers. AJNR - American Journal of Neuroradiology, 34, 2287–2293.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Huijbers, W., Schultz, A. P., Vannini, P., McLaren, D. G., Wigman, S. E., Ward, A. M., et al. (2013). The encoding/retrieval flip: interactions between memory performance and memory stage and relationship to intrinsic cortical networks. Journal of Cognitive Neuroscience, 25, 1163–1179.

    PubMed Central  PubMed  Google Scholar 

  • Ittner, L. M., & Gotz, J. (2011). Amyloid-beta and tau–a toxic pas de deux in Alzheimer's disease. Nature Review Neuroscience, 12, 65–72.

    CAS  Google Scholar 

  • Jack, C. R., Jr., Dickson, D. W., Parisi, J. E., Xu, Y. C., Cha, R. H., O'Brien, P. C., et al. (2002). Antemortem MRI findings correlate with hippocampal neuropathology in typical aging and dementia. Neurology, 58, 750–757.

    PubMed Central  PubMed  Google Scholar 

  • Jack, C. R., Jr., Knopman, D. S., Jagust, W. J., Petersen, R. C., Weiner, M. W., Aisen, P. S., et al. (2013a). Tracking pathophysiological processes in Alzheimer's disease: an updated hypothetical model of dynamic biomarkers. Lancet Neurology, 12, 207–216.

    CAS  PubMed Central  Google Scholar 

  • Jack, C. R., Jr., Knopman, D. S., Weigand, S. D., Wiste, H. J., Vemuri, P., Lowe, V., et al. (2012). An operational approach to National Institute on Aging-Alzheimer's Association criteria for preclinical Alzheimer disease. Annals of Neurology, 71, 765–775.

    PubMed Central  PubMed  Google Scholar 

  • Jack, C.R., Jr., Wiste, H.J., Knopman, D.S., Vemuri, P., Mielke, M.M., Weigand, S.D., et al. (2014). Rates of beta-amyloid accumulation are independent of hippocampal neurodegeneration. Neurology.

  • Jack, C. R., Jr., Wiste, H. J., Weigand, S. D., Knopman, D. S., Lowe, V., Vemuri, P., et al. (2013b). Amyloid-first and neurodegeneration-first profiles characterize incident amyloid PET positivity. Neurology, 81, 1732–1740.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Jagust, W. (2013). Vulnerable neural systems and the borderland of brain aging and neurodegeneration. Neuron, 77, 219–234.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Jagust, W. J., & Landau, S. M. (2012). Apolipoprotein E, not fibrillar beta-amyloid, reduces cerebral glucose metabolism in normal aging. Journal of Neuroscience, 32, 18227–18233.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Jagust, W. J., Landau, S. M., Shaw, L. M., Trojanowski, J. Q., Koeppe, R. A., Reiman, E. M., et al. (2009). Relationships between biomarkers in aging and dementia. Neurology, 73, 1193–1199.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Jagust, W. J., & Mormino, E. C. (2011). Lifespan Brain Activity, β-Amyloid, and Alzheimer's Disease. Trends in Cognitive Science, 15, 520–526.

    Google Scholar 

  • Jicha, G. A., Parisi, J. E., Dickson, D. W., Johnson, K., Cha, R., Ivnik, R. J., et al. (2006). Neuropathologic outcome of mild cognitive impairment following progression to clinical dementia. Archives of Neurology, 63, 674–681.

    PubMed  Google Scholar 

  • Johnson, S. C., Christian, B. T., Okonkwo, O. C., Oh, J. M., Harding, S., Xu, G., et al. (2014). Amyloid burden and neural function in people at risk for Alzheimer's Disease. Neurobiology of Aging, 35, 576–584.

    CAS  PubMed  Google Scholar 

  • Kantarci, K., Lowe, V., Przybelski, S. A., Weigand, S. D., Senjem, M. L., Ivnik, R. J., et al. (2012). APOE modifies the association between Abeta load and cognition in cognitively normal older adults. Neurology, 78, 232–240.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Kennedy, K. M., Rodrigue, K. M., Devous, M. D., Sr., Hebrank, A. C., Bischof, G. N., & Park, D. C. (2012). Effects of beta-amyloid accumulation on neural function during encoding across the adult lifespan. NeuroImage, 62, 1–8.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Klunk, W. E., Engler, H., Nordberg, A., Wang, Y., Blomqvist, G., Holt, D. P., et al. (2004). Imaging brain amyloid in Alzheimer's disease with Pittsburgh Compound-B. Annals of Neurology, 55, 306–319.

    CAS  PubMed  Google Scholar 

  • Knopman, D.S., Jack, C.R., Jr., Wiste, H.J., Lundt, E.S., Weigand, S.D., Vemuri, P., et al. (2014). F-fluorodeoxyglucose positron emission tomography, aging, and apolipoprotein E genotype in cognitively normal persons. Neurobiol Aging.

  • Knopman, D. S., Jack, C. R., Jr., Wiste, H. J., Weigand, S. D., Vemuri, P., Lowe, V., et al. (2012). Short-term clinical outcomes for stages of NIA-AA preclinical Alzheimer disease. Neurology, 78, 1576–1582.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Knopman, D. S., Jack, C. R., Jr., Wiste, H. J., Weigand, S. D., Vemuri, P., Lowe, V. J., et al. (2013). Selective worsening of brain injury biomarker abnormalities in cognitively normal elderly persons with beta-amyloidosis. JAMA Neurology, 70, 1030–1038.

    PubMed  Google Scholar 

  • Kok, E., Haikonen, S., Luoto, T., Huhtala, H., Goebeler, S., Haapasalo, H., et al. (2009). Apolipoprotein E-dependent accumulation of Alzheimer disease-related lesions begins in middle age. Annals of Neurology, 65, 650–657.

    CAS  PubMed  Google Scholar 

  • Landau, S. M., Marks, S. M., Mormino, E. C., Rabinovici, G. D., Oh, H., O'Neil, J. P., et al. (2012a). Association of lifetime cognitive engagement and low beta-amyloid deposition. Archives of Neurology, 69, 623–629.

    PubMed Central  PubMed  Google Scholar 

  • Landau, S. M., Mintun, M. A., Joshi, A. D., Koeppe, R. A., Petersen, R. C., Aisen, P. S., et al. (2012b). Amyloid deposition, hypometabolism, and longitudinal cognitive decline. Annals of Neurology, 72, 578–586.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Li, S. C., Brehmer, Y., Shing, Y. L., Werkle-Bergner, M., & Lindenberger, U. (2006). Neuromodulation of associative and organizational plasticity across the life span: empirical evidence and neurocomputational modeling. Neuroscience and Biobehavioral Reviews, 30, 775–790.

    PubMed  Google Scholar 

  • Lim, Y. Y., Maruff, P., Pietrzak, R. H., Ames, D., Ellis, K. A., Harrington, K., et al. (2013a). Effect of amyloid on memory and non-memory decline from preclinical to clinical Alzheimer's disease. Brain, 137, 221–231.

    PubMed  Google Scholar 

  • Lim, Y. Y., Villemagne, V. L., Laws, S. M., Ames, D., Pietrzak, R. H., Ellis, K. A., et al. (2013b). BDNF Val66Met, Abeta amyloid, and cognitive decline in preclinical Alzheimer's disease. Neurobiology of Aging, 34, 2457–2464.

    CAS  PubMed  Google Scholar 

  • Logan, J. M., Sanders, A. L., Snyder, A. Z., Morris, J. C., & Buckner, R. L. (2002). Under-recruitment and nonselective recruitment: dissociable neural mechanisms associated with aging. Neuron, 33, 827–840.

    CAS  PubMed  Google Scholar 

  • Lott, I. T., Head, E., Doran, E., & Busciglio, J. (2006). Beta-amyloid, oxidative stress and down syndrome. Current Alzheimer Research, 3, 521–528.

    CAS  PubMed  Google Scholar 

  • Lupien, S. J., de Leon, M., de Santi, S., Convit, A., Tarshish, C., Nair, N. P., et al. (1998). Cortisol levels during human aging predict hippocampal atrophy and memory deficits. Nature Neuroscience, 1, 69–73.

    CAS  PubMed  Google Scholar 

  • Mahley, R. W., & Huang, Y. (2012). Apolipoprotein e sets the stage: response to injury triggers neuropathology. Neuron, 76, 871–885.

    CAS  PubMed  Google Scholar 

  • Marsland, A. L., Gianaros, P. J., Abramowitch, S. M., Manuck, S. B., & Hariri, A. R. (2008). Interleukin-6 covaries inversely with hippocampal grey matter volume in middle-aged adults. Biological Psychiatry, 64, 484–490.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Mathis, C. A., Kuller, L. H., Klunk, W. E., Snitz, B. E., Price, J. C., Weissfeld, L. A., et al. (2013). In vivo assessment of amyloid-beta deposition in nondemented very elderly subjects. Annals of Neurology, 73, 751–761.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Mattsson, N., Insel, P.S., Nosheny, R., Tosun, D., Trojanowski, J.Q., Shaw, L.M., et al. (2014). Emerging beta-Amyloid Pathology and Accelerated Cortical Atrophy. JAMA Neurol.

  • Mormino, E.C., Betensky, R.A., Hedden, T., Schultz, A.P., Amariglio, R.E., Rentz, D.M., et al. (2014). Synergistic effect of beta-amyloid and neurodegeneration on cognitive decline in clinically normal participants. JAMA Neurol.

  • Mormino, E.C., Betensky, R.A., Hedden, T., Schultz, A.P., Ward, A., Huijbers, W., et al. (2014). Amyloid and APOE4 interact to influence short-term decline in preclinical Alzheimer’s disease. Neurology.

  • Mormino, E.C., Brandel, M.G., Madison, C.M., Marks, S., Baker, S.L., Jagust, W.J. (2011a). Aβ deposition in aging is associated with increases in brain activation during successful memory encoding. Cerebral Cortex.

  • Mormino, E. C., Kluth, J. T., Madison, C. M., Rabinovici, G. D., Baker, S. L., Miller, B. L., et al. (2009). Episodic memory loss is related to hippocampal-mediated beta-amyloid deposition in elderly subjects. Brain, 132, 1310–1323.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Mormino, E. C., Smiljic, A., Hayenga, A. O., Onami, S. H., Greicius, M. D., Rabinovici, G. D., et al. (2011b). Relationships between beta-amyloid and functional connectivity in different components of the default mode network in aging. Cerebral Cortex, 21, 2399–2407.

    PubMed Central  PubMed  Google Scholar 

  • Morris, J. C., Roe, C. M., Xiong, C., Fagan, A. M., Goate, A. M., Holtzman, D. M., et al. (2010). APOE predicts amyloid-beta but not tau Alzheimer pathology in cognitively normal aging. Annals of Neurology, 67, 122–131.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Morrison, J. H., & Hof, P. R. (1997). Life and death of neurons in the aging brain. Science, 278, 412–419.

    CAS  PubMed  Google Scholar 

  • Nelson, P. T., Alafuzoff, I., Bigio, E. H., Bouras, C., Braak, H., Cairns, N. J., et al. (2012). Correlation of Alzheimer disease neuropathologic changes with cognitive status: a review of the literature. Journal of Neuropathology and Experimental Neurology, 71, 362–381.

    PubMed Central  PubMed  Google Scholar 

  • Oh, H., Habeck, C., Madison, C., & Jagust, W. (2014). Covarying alterations in Abeta deposition, glucose metabolism, and gray matter volume in cognitively normal elderly. Human Brain Mapping, 35, 297–308.

    PubMed  Google Scholar 

  • Park, D. C., & Reuter-Lorenz, P. (2009). The adaptive brain: aging and neurocognitive scaffolding. Annual Review of Psychology, 60, 173–196.

    PubMed Central  PubMed  Google Scholar 

  • Pike, K. E., Ellis, K. A., Villemagne, V. L., Good, N., Chetelat, G., Ames, D., et al. (2011). Cognition and beta-amyloid in preclinical Alzheimer's disease: data from the AIBL study. Neuropsychologia, 49, 2384–2390.

    PubMed  Google Scholar 

  • Raichle, M. E., & Snyder, A. Z. (2007). A default mode of brain function: a brief history of an evolving idea. NeuroImage, 37, 1083–1090. discussion 1097–9.

    PubMed  Google Scholar 

  • Raz, N., Gunning-Dixon, F., Head, D., Rodrigue, K. M., Williamson, A., & Acker, J. D. (2004). Aging, sexual dimorphism, and hemispheric asymmetry of the cerebral cortex: replicability of regional differences in volume. Neurobiology of Aging, 25, 377–396.

    PubMed  Google Scholar 

  • Reiman, E. M., Chen, K., Alexander, G. E., Caselli, R. J., Bandy, D., Osborne, D., et al. (2004). Functional brain abnormalities in young adults at genetic risk for late-onset Alzheimer's dementia. Proceedings of the National Academy of Sciences of the United States of America, 101, 284–289.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Reiman, E. M., Chen, K., Liu, X., Bandy, D., Yu, M., Lee, W., et al. (2009). Fibrillar amyloid-beta burden in cognitively normal people at 3 levels of genetic risk for Alzheimer's disease. Proceedings of the National Academy of Sciences of the United States of America, 106, 6820–6825.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Rentz, D. M., Amariglio, R. E., Becker, J. A., Frey, M., Olson, L. E., Frishe, K., et al. (2011). Face-name associative memory performance is related to amyloid burden in normal elderly. Neuropsychologia, 49, 2776–2783.

    PubMed Central  PubMed  Google Scholar 

  • Rentz, D. M., Locascio, J. J., Becker, J. A., Moran, E. K., Eng, E., Buckner, R. L., et al. (2010). Cognition, reserve, and amyloid deposition in normal aging. Annals of Neurology, 67, 353–364.

    PubMed Central  PubMed  Google Scholar 

  • Resnick, S. M., Sojkova, J., Zhou, Y., An, Y., Ye, W., Holt, D. P., et al. (2010). Longitudinal cognitive decline is associated with fibrillar amyloid-beta measured by [11C]PiB. Neurology, 74, 807–815.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Rodrigue, K. M., Kennedy, K. M., Devous, M. D., Sr., Rieck, J. R., Hebrank, A. C., Diaz-Arrastia, R., et al. (2012). beta-Amyloid burden in healthy aging: regional distribution and cognitive consequences. Neurology, 78, 387–395.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Roe, C. M., Fagan, A. M., Grant, E. A., Hassenstab, J., Moulder, K. L., Maue Dreyfus, D., et al. (2013). Amyloid imaging and CSF biomarkers in predicting cognitive impairment up to 7.5 years later. Neurology, 80, 1784–1791.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Rosen, A. C., Prull, M. W., O'Hara, R., Race, E. A., Desmond, J. E., Glover, G. H., et al. (2002). Variable effects of aging on frontal lobe contributions to memory. Neuroreport, 13, 2425–2428.

    PubMed  Google Scholar 

  • Rowe, C. C., Bourgeat, P., Ellis, K. A., Brown, B., Lim, Y. Y., Mulligan, R., et al. (2013). Predicting Alzheimer disease with beta-amyloid imaging: results from the Australian imaging, biomarkers, and lifestyle study of ageing. Annals of Neurology, 74, 905–913.

    CAS  PubMed  Google Scholar 

  • Rowe, C. C., Ellis, K. A., Rimajova, M., Bourgeat, P., Pike, K. E., Jones, G., et al. (2010). Amyloid imaging results from the Australian Imaging, Biomarkers and Lifestyle (AIBL) study of aging. Neurobiology of Aging, 31, 1275–1283.

    PubMed  Google Scholar 

  • Savva, G. M., Wharton, S. B., Ince, P. G., Forster, G., Matthews, F. E., & Brayne, C. (2009). Age, neuropathology, and dementia. New England Journal of Medicine, 360, 2302–2309.

    CAS  PubMed  Google Scholar 

  • Schott, J. M., Bartlett, J. W., Fox, N. C., & Barnes, J. (2010). Increased brain atrophy rates in cognitively normal older adults with low cerebrospinal fluid Abeta1-42. Annals of Neurology, 68, 825–834.

    CAS  PubMed  Google Scholar 

  • Shankar, G. M., Bloodgood, B. L., Townsend, M., Walsh, D. M., Selkoe, D. J., & Sabatini, B. L. (2007). Natural oligomers of the Alzheimer amyloid-beta protein induce reversible synapse loss by modulating an NMDA-type glutamate receptor-dependent signaling pathway. Journal of Neuroscience, 27, 2866–2875.

    CAS  PubMed  Google Scholar 

  • Shaw, P., Lerch, J. P., Pruessner, J. C., Taylor, K. N., Rose, A. B., Greenstein, D., et al. (2007). Cortical morphology in children and adolescents with different apolipoprotein E gene polymorphisms: an observational study. Lancet Neurology, 6, 494–500.

    CAS  Google Scholar 

  • Sheline, Y. I., Morris, J. C., Snyder, A. Z., Price, J. L., Yan, Z., D'Angelo, G., et al. (2010a). APOE4 allele disrupts resting state fMRI connectivity in the absence of amyloid plaques or decreased CSF Abeta42. Journal of Neuroscience, 30, 17035–17040.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Sheline, Y. I., Raichle, M. E., Snyder, A. Z., Morris, J. C., Head, D., Wang, S., et al. (2010b). Amyloid plaques disrupt resting state default mode network connectivity in cognitively normal elderly. Biological Psychiatry, 67, 584–587.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Small, B. J., Fratiglioni, L., Viitanen, M., Winblad, B., & Backman, L. (2000). The course of cognitive impairment in preclinical Alzheimer disease: three- and 6-year follow-up of a population-based sample. Archives of Neurology, 57, 839–844.

    CAS  PubMed  Google Scholar 

  • Snitz, B. E., Weissfeld, L. A., Lopez, O. L., Kuller, L. H., Saxton, J., Singhabahu, D. M., et al. (2013). Cognitive trajectories associated with beta-amyloid deposition in the oldest-old without dementia. Neurology, 80, 1378–1384.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Sowell, E. R., Peterson, B. S., Thompson, P. M., Welcome, S. E., Henkenius, A. L., & Toga, A. W. (2003). Mapping cortical change across the human life span. Nature Neuroscience, 6, 309–315.

    CAS  PubMed  Google Scholar 

  • Sperling, R. A., Aisen, P. S., Beckett, L. A., Bennett, D. A., Craft, S., Fagan, A. M., et al. (2011). Toward defining the preclinical stages of Alzheimer's disease: recommendations from the national institute on aging and the Alzheimer's association workgroup. Alzheimers Dement, 7, 280–292.

    PubMed Central  PubMed  Google Scholar 

  • Sperling, R. A., Laviolette, P. S., O'Keefe, K., O'Brien, J., Rentz, D. M., Pihlajamaki, M., et al. (2009). Amyloid deposition is associated with impaired default network function in older persons without dementia. Neuron, 63, 178–188.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Stern, Y. (2012). Cognitive reserve in ageing and Alzheimer's disease. Lancet Neurology, 11, 1006–1012.

    PubMed Central  Google Scholar 

  • Stern, Y., Gurland, B., Tatemichi, T. K., Tang, M. X., Wilder, D., & Mayeux, R. (1994). Influence of education and occupation on the incidence of Alzheimer's disease. JAMA, 271, 1004–1010.

    CAS  PubMed  Google Scholar 

  • Storandt, M., Mintun, M. A., Head, D., & Morris, J. C. (2009). Cognitive decline and brain volume loss as signatures of cerebral amyloid-beta peptide deposition identified with Pittsburgh compound B: cognitive decline associated with Abeta deposition. Archives of Neurology, 66, 1476–1481.

    PubMed Central  PubMed  Google Scholar 

  • Teri, L., McCurry, S. M., Edland, S. D., Kukull, W. A., & Larson, E. B. (1995). Cognitive decline in Alzheimer's disease: a longitudinal investigation of risk factors for accelerated decline. Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 50A, M49–M55.

    CAS  Google Scholar 

  • Tosun, D., Schuff, N., Shaw, L. M., Trojanowski, J. Q., & Weiner, M. W. (2011). Relationship between CSF biomarkers of Alzheimer's disease and rates of regional cortical thinning in ADNI data. Journal of Alzheimer's Disease, 26(Suppl 3), 77–90.

    PubMed  Google Scholar 

  • Vandenberghe, R., Van Laere, K., Ivanoiu, A., Salmon, E., Bastin, C., Triau, E., et al. (2010). 18 F-flutemetamol amyloid imaging in Alzheimer disease and mild cognitive impairment: a phase 2 trial. Annals of Neurology, 68, 319–329.

    PubMed  Google Scholar 

  • Vannini, P., Hedden, T., Becker, J.A., Sullivan, C., Putcha, D., Rentz, D., et al. (2012). Age and amyloid-related alterations in default network habituation to stimulus repetition. Neurobiol Aging.

  • Vannini, P., Hedden, T., Huijbers, W., Ward, A., Johnson, K. A., & Sperling, R. A. (2013). The ups and downs of the posteromedial cortex: age- and amyloid-related functional alterations of the encoding/retrieval flip in cognitively normal older adults. Cerebral Cortex, 23, 1317–1328.

    PubMed Central  PubMed  Google Scholar 

  • Vemuri, P., Lesnick, T. G., Przybelski, S. A., Knopman, D. S., Roberts, R. O., Lowe, V. J., et al. (2012). Effect of lifestyle activities on Alzheimer disease biomarkers and cognition. Annals of Neurology, 72, 730–738.

    PubMed Central  PubMed  Google Scholar 

  • Verghese, J., Lipton, R. B., Katz, M. J., Hall, C. B., Derby, C. A., Kuslansky, G., et al. (2003). Leisure activities and the risk of dementia in the elderly. New England Journal of Medicine, 348, 2508–2516.

    PubMed  Google Scholar 

  • Villemagne, V. L., Burnham, S., Bourgeat, P., Brown, B., Ellis, K. A., Salvado, O., et al. (2013). Amyloid beta deposition, neurodegeneration, and cognitive decline in sporadic Alzheimer's disease: a prospective cohort study. Lancet Neurology, 12, 357–367.

    CAS  Google Scholar 

  • Villemagne, V. L., Pike, K. E., Chetelat, G., Ellis, K. A., Mulligan, R. S., Bourgeat, P., et al. (2011). Longitudinal assessment of Abeta and cognition in aging and Alzheimer disease. Annals of Neurology, 69, 181–192.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Vos, S. J., Xiong, C., Visser, P. J., Jasielec, M. S., Hassenstab, J., Grant, E. A., et al. (2013). Preclinical Alzheimer's disease and its outcome: a longitudinal cohort study. Lancet Neurology, 12, 957–965.

    Google Scholar 

  • Walsh, D. M., Klyubin, I., Fadeeva, J. V., Cullen, W. K., Anwyl, R., Wolfe, M. S., et al. (2002). Naturally secreted oligomers of amyloid beta protein potently inhibit hippocampal long-term potentiation in vivo. Nature, 416, 535–539.

    CAS  PubMed  Google Scholar 

  • Walsh, D. M., & Selkoe, D. J. (2007). A beta oligomers - a decade of discovery. Journal of Neurochemistry, 101, 1172–1184.

    CAS  PubMed  Google Scholar 

  • Whitwell, J. L., Jack, C. R., Jr., Parisi, J. E., Senjem, M. L., Knopman, D. S., Boeve, B. F., et al. (2010). Does TDP-43 type confer a distinct pattern of atrophy in frontotemporal lobar degeneration? Neurology, 75, 2212–2220.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Whitwell, J. L., Josephs, K. A., Murray, M. E., Kantarci, K., Przybelski, S. A., Weigand, S. D., et al. (2008). MRI correlates of neurofibrillary tangle pathology at autopsy: a voxel-based morphometry study. Neurology, 71, 743–749.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Whitwell, J. L., Tosakulwong, N., Weigand, S. D., Senjem, M. L., Lowe, V. J., Gunter, J. L., et al. (2013). Does amyloid deposition produce a specific atrophic signature in cognitively normal subjects? Neuroimage Clinical, 2, 249–257.

    PubMed Central  PubMed  Google Scholar 

  • Wilson, R. S., Boyle, P. A., Yu, L., Barnes, L. L., Schneider, J. A., & Bennett, D. A. (2013a). Life-span cognitive activity, neuropathologic burden, and cognitive aging. Neurology, 81, 314–321.

    PubMed Central  PubMed  Google Scholar 

  • Wilson, R. S., Yu, L., Trojanowski, J. Q., Chen, E. Y., Boyle, P. A., Bennett, D. A., et al. (2013b). TDP-43 pathology, cognitive decline, and dementia in old age. JAMA Neurology, 70, 1418–1424.

    PubMed  Google Scholar 

  • Wirth, M., Haase, C.M., Villeneuve, S., Vogel, J., Jagust, W.J. (2014). Neuroprotective pathways: lifestyle activity, brain pathology, and cognition in cognitively normal older adults. Neurobiol Aging.

  • Wirth, M., Madison, C. M., Rabinovici, G. D., Oh, H., Landau, S. M., & Jagust, W. J. (2013a). Alzheimer's disease neurodegenerative biomarkers are associated with decreased cognitive function but not beta-amyloid in cognitively normal older individuals. Journal of Neuroscience, 33, 5553–5563.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Wirth, M., Oh, H., Mormino, E. C., Markley, C., Landau, S. M., & Jagust, W. J. (2013b). The effect of amyloid beta on cognitive decline is modulated by neural integrity in cognitively normal elderly. Alzheimers Dement, 9, 687–698 e1.

    Google Scholar 

  • Wirth, M., Villeneuve, S., Haase, C. M., Madison, C. M., Oh, H., Landau, S. M., et al. (2013c). Associations between Alzheimer disease biomarkers, neurodegeneration, and cognition in cognitively normal older people. JAMA Neurology, 70, 1512–1519.

    PubMed  Google Scholar 

  • Wolf, A. B., Valla, J., Bu, G., Kim, J., Ladu, M. J., Reiman, E. M., et al. (2013). Apolipoprotein E as a beta-amyloid-independent factor in alzheimer's disease. Alzheimer's Research & Therapy, 5, 38.

    Google Scholar 

  • Wong, D. F., Rosenberg, P. B., Zhou, Y., Kumar, A., Raymont, V., Ravert, H. T., et al. (2010). In vivo imaging of amyloid deposition in Alzheimer disease using the radioligand 18 F-AV-45 (florbetapir [corrected] F 18). Journal of Nuclear Medicine, 51, 913–920.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Zhang, M. Y., Katzman, R., Salmon, D., Jin, H., Cai, G. J., Wang, Z. Y., et al. (1990). The prevalence of dementia and Alzheimer's disease in Shanghai, China: impact of age, gender, and education. Annals of Neurology, 27, 428–437.

    CAS  PubMed  Google Scholar 

Download references

Acknowledgments

E. Mormino has received funding from NIH grant F32-AG044054 and P01-AG036694.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elizabeth C. Mormino.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mormino, E.C. The Relevance of Beta-Amyloid on Markers of Alzheimer’s Disease in Clinically Normal Individuals and Factors That Influence These Associations. Neuropsychol Rev 24, 300–312 (2014). https://doi.org/10.1007/s11065-014-9267-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11065-014-9267-4

Keywords

Navigation