Vulnerable Neural Systems and the Borderland of Brain Aging and Neurodegeneration

Brain aging is characterized by considerable heterogeneity, including varying degrees of dysfunction in specific brain systems, notably a medial temporal lobe memory system and a frontostriatal executive system. These same systems are also affected by neurodegenerative diseases. Recent work using techniques for presymptomatic detection of disease in cognitively normal older people has shown that some of the late life alterations in cognition, neural structure, and function attributed to aging probably reflect early neurodegeneration. However, it has become clear that these same brain systems are also vulnerable to aging in the absence of even subtle disease. Thus, fundamental systemic limitations appear to confer vulnerability of these neural systems to a variety of insults, including those recognized as typical disease and those that are attributed to age. By focusing on the fundamental causes of neural system vulnerability, the prevention or treatment of a wide range of late-life neural dysfunction might be possible.

[1]  Hwamee Oh,et al.  Effects of age and β-amyloid on cognitive changes in normal elderly people , 2012, Neurobiology of Aging.

[2]  M. Weiner,et al.  Relationships between biomarkers in aging and dementia , 2009, Neurology.

[3]  E. Uemura Age-related changes in the subiculum of Macaca mulatta: Synaptic density , 1985, Experimental Neurology.

[4]  C. Jack,et al.  Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease , 2009, Brain : a journal of neurology.

[5]  F. Morrell,et al.  Age‐related loss of axospinous synapses formed by two afferent systems in the rat dentate gyrus as revealed by the unbiased stereological dissector technique , 1992, Hippocampus.

[6]  Cindee M. Madison,et al.  Cerebrovascular disease, beta-amyloid, and cognition in aging , 2012, Neurobiology of Aging.

[7]  Meredith N. Braskie,et al.  Dopamine and frontostriatal networks in cognitive aging , 2012, Neurobiology of Aging.

[8]  J. Schneider,et al.  Neuropathology of older persons without cognitive impairment from two community-based studies , 2006, Neurology.

[9]  Evan Fletcher,et al.  White Matter Changes Compromise Prefrontal Cortex Function in Healthy Elderly Individuals , 2006, Journal of Cognitive Neuroscience.

[10]  John Hardy,et al.  The amyloid hypothesis for Alzheimer’s disease: a critical reappraisal , 2009, Journal of neurochemistry.

[11]  C. Tanner,et al.  Parkinsonian signs and substantia nigra neuron density in decendents elders without PD , 2004, Annals of neurology.

[12]  A. Hofman,et al.  Silent brain infarcts and the risk of dementia and cognitive decline. , 2003, The New England journal of medicine.

[13]  L. Bäckman,et al.  The role of the striatal dopamine transporter in cognitive aging , 2005, Psychiatry Research: Neuroimaging.

[14]  Shauna M. Stark,et al.  Age-related memory deficits linked to circuit-specific disruptions in the hippocampus , 2011, Proceedings of the National Academy of Sciences.

[15]  Cindee M. Madison,et al.  Episodic memory loss is related to hippocampal-mediated beta-amyloid deposition in elderly subjects. , 2009, Brain : a journal of neurology.

[16]  Wei Wen,et al.  The topography of white matter hyperintensities on brain MRI in healthy 60- to 64-year-old individuals , 2004, NeuroImage.

[17]  H. Amièva,et al.  Prodromal Alzheimer's disease: Successive emergence of the clinical symptoms , 2008, Annals of neurology.

[18]  Keith A. Johnson,et al.  Disruption of Functional Connectivity in Clinically Normal Older Adults Harboring Amyloid Burden , 2009, The Journal of Neuroscience.

[19]  Carol Brayne,et al.  Age, neuropathology, and dementia. , 2009, The New England journal of medicine.

[20]  L. Ferrucci,et al.  Longitudinal cognitive decline is associated with fibrillar amyloid-beta measured by [11C]PiB , 2010, Neurology.

[21]  W. Jagust,et al.  Striatal dopamine and working memory. , 2009, Cerebral cortex.

[22]  Jeffrey W. Cooney,et al.  Top-down suppression deficit underlies working memory impairment in normal aging , 2005, Nature Neuroscience.

[23]  Cindee M. Madison,et al.  Relationship of Striatal Dopamine Synthesis Capacity to Age and Cognition , 2008, The Journal of Neuroscience.

[24]  Marine Fouquet,et al.  Differential effect of age on hippocampal subfields assessed using a new high-resolution 3T MR sequence , 2010, NeuroImage.

[25]  Charles DeCarli,et al.  Late life cognitive control deficits are accentuated by white matter disease burden. , 2011, Brain : a journal of neurology.

[26]  Yee Lee Shing,et al.  Aging Neuroscience , 2022 .

[27]  R. Barker,et al.  Diagnostic criteria for mild cognitive impairment in Parkinson's disease: Movement Disorder Society Task Force guidelines , 2012, Movement disorders : official journal of the Movement Disorder Society.

[28]  J. Troncoso,et al.  Differences in the pattern of hippocampal neuronal loss in normal ageing and Alzheimer's disease , 1994, The Lancet.

[29]  A. Formiconi,et al.  Interaction of caudate dopamine depletion and brain metabolic changes with cognitive dysfunction in early Parkinson's disease , 2012, Neurobiology of Aging.

[30]  Constantinos Kallis,et al.  Lewy- and Alzheimer-type pathologies in Parkinson's disease dementia: which is more important? , 2011, Brain : a journal of neurology.

[31]  Keith A. Johnson,et al.  The ups and downs of the posteromedial cortex: age- and amyloid-related functional alterations of the encoding/retrieval flip in cognitively normal older adults. , 2013, Cerebral cortex.

[32]  W. Jagust,et al.  An inverse association of cardiovascular risk and frontal lobe glucose metabolism , 2009, Neurology.

[33]  Christer Halldin,et al.  Modulation of striatal dopamine D1 binding by cognitive processing , 2009, NeuroImage.

[34]  J. Schneider,et al.  National Institute on Aging–Alzheimer's Association guidelines for the neuropathologic assessment of Alzheimer's disease , 2012, Alzheimer's & Dementia.

[35]  A. Arnsten Catecholamine Influences on Dorsolateral Prefrontal Cortical Networks , 2011, Biological Psychiatry.

[36]  J. Morrison,et al.  Synaptic Characteristics of Dentate Gyrus Axonal Boutons and Their Relationships with Aging, Menopause, and Memory in Female Rhesus Monkeys , 2011, The Journal of Neuroscience.

[37]  Jeffrey A. James,et al.  Frequent amyloid deposition without significant cognitive impairment among the elderly. , 2008, Archives of neurology.

[38]  Yaakov Stern,et al.  Imaging hippocampal function across the human life span: Is memory decline normal or not? , 2002, Annals of neurology.

[39]  E. Mandelkow,et al.  Tau in Alzheimer's disease. , 1998, Trends in cell biology.

[40]  W. Klunk,et al.  Imaging brain amyloid in Alzheimer's disease with Pittsburgh Compound‐B , 2004, Annals of neurology.

[41]  R. Buckner,et al.  Normative estimates of cross-sectional and longitudinal brain volume decline in aging and AD , 2005, Neurology.

[42]  D. Perl,et al.  Parkinson's disease dementia: a diminished role for the Lewy body. , 2009, Parkinsonism & related disorders.

[43]  Johannes C. Klein,et al.  Neurotransmitter changes in dementia with Lewy bodies and Parkinson disease dementia in vivo , 2010, Neurology.

[44]  J S Fowler,et al.  Decreased dopamine transporters with age in healthy human subjects , 1994, Annals of neurology.

[45]  Sterling C. Johnson,et al.  The Influence of Alzheimer Disease Family History and Apolipoprotein E ε4 on Mesial Temporal Lobe Activation , 2006, The Journal of Neuroscience.

[46]  S. Leurgans,et al.  MRI predictors of risk of incident Alzheimer disease , 2005, Neurology.

[47]  Lynn Hasher,et al.  Working Memory, Comprehension, and Aging: A Review and a New View , 1988 .

[48]  J Jonides,et al.  Spatial, but not object, delayed response is impaired in early Parkinson's disease. , 1997, Neuropsychology.

[49]  J. Hedreen,et al.  The locus ceruleus and dementia in Parkinson's disease , 1993, Neurology.

[50]  Cheryl L. Dahle,et al.  Regional brain changes in aging healthy adults: general trends, individual differences and modifiers. , 2005, Cerebral cortex.

[51]  L A Beckett,et al.  Prevalence of parkinsonian signs and associated mortality in a community population of older people. , 1996, The New England journal of medicine.

[52]  Anna Barnes,et al.  Caudate nucleus: influence of dopaminergic input on sequence learning and brain activation in Parkinsonism , 2004, NeuroImage.

[53]  J. Morrison,et al.  Selective Changes in Thin Spine Density and Morphology in Monkey Prefrontal Cortex Correlate with Aging-Related Cognitive Impairment , 2010, The Journal of Neuroscience.

[54]  Nick C Fox,et al.  Clinical and biomarker changes in dominantly inherited Alzheimer's disease. , 2012, The New England journal of medicine.

[55]  S. Resnick,et al.  Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index. , 2009, Brain : a journal of neurology.

[56]  C. Jack,et al.  Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade , 2010, The Lancet Neurology.

[57]  Carol A Barnes,et al.  Imaging correlates of brain function in monkeys and rats isolates a hippocampal subregion differentially vulnerable to aging. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[58]  Naftali Raz,et al.  Age-related differences in the course of cognitive skill acquisition: the role of regional cortical shrinkage and cognitive resources. , 2002, Psychology and aging.

[59]  C. Rowe,et al.  Cognition and beta-amyloid in preclinical Alzheimer's disease: Data from the AIBL study , 2011, Neuropsychologia.

[60]  M. D’Esposito,et al.  Isolating the neural mechanisms of age-related changes in human working memory , 2000, Nature Neuroscience.

[61]  Benjamin J. Shannon,et al.  Molecular, Structural, and Functional Characterization of Alzheimer's Disease: Evidence for a Relationship between Default Activity, Amyloid, and Memory , 2005, The Journal of Neuroscience.

[62]  Justin L. Vincent,et al.  Disruption of Large-Scale Brain Systems in Advanced Aging , 2007, Neuron.

[63]  C. Stark,et al.  Pattern separation in the hippocampus , 2011, Trends in Neurosciences.

[64]  A. Björklund,et al.  Dopamine neuron systems in the brain: an update , 2007, Trends in Neurosciences.

[65]  R. Coleman,et al.  Use of florbetapir-PET for imaging beta-amyloid pathology. , 2011, JAMA.

[66]  R. N. Spreng,et al.  Reliable differences in brain activity between young and old adults: A quantitative meta-analysis across multiple cognitive domains , 2010, Neuroscience & Biobehavioral Reviews.

[67]  K. Nakashima,et al.  Mild parkinsonian signs in a community-dwelling elderly population sample in Japan , 2011, Journal of the Neurological Sciences.

[68]  D. Amaral Morphological analyses of the brains of behaviorally characterized aged nonhuman primates , 1993, Neurobiology of Aging.

[69]  T. Salthouse,et al.  What needs to be explained to account for age-related effects on multiple cognitive variables? , 2003, Psychology and aging.

[70]  J. Rinne,et al.  Dementia in Parkinson's disease is related to neuronal loss in the medial substantia nigra , 1989, Annals of neurology.

[71]  D. Head,et al.  Selective aging of the human cerebral cortex observed in vivo: differential vulnerability of the prefrontal gray matter. , 1997, Cerebral cortex.

[72]  F Lhermitte,et al.  Heterogeneity of cognitive impairment in progressive supranuclear palsy, Parkinson's disease, and Alzheimer's disease , 1986, Neurology.

[73]  S. Resnick,et al.  Longitudinal Magnetic Resonance Imaging Studies of Older Adults: A Shrinking Brain , 2003, The Journal of Neuroscience.

[74]  Sterling C. Johnson,et al.  The influence of Alzheimer disease family history and apolipoprotein E epsilon4 on mesial temporal lobe activation. , 2006, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[75]  S. Rombouts,et al.  Reduced resting-state brain activity in the "default network" in normal aging. , 2008, Cerebral cortex.

[76]  S. DeKosky,et al.  Synapse loss in frontal cortex biopsies in Alzheimer's disease: Correlation with cognitive severity , 1990, Annals of neurology.

[77]  Roberto Cabeza,et al.  Effects of healthy aging on hippocampal and rhinal memory functions: an event-related fMRI study. , 2005, Cerebral cortex.

[78]  J. Morris,et al.  Functional deactivations: Change with age and dementia of the Alzheimer type , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[79]  L. Mercy,et al.  The Medical Research Council Cognitive Function and Ageing Study , 2007 .

[80]  Anthony R. McIntosh,et al.  Age-Related Differences in Neural Activity during Memory Encoding and Retrieval: A Positron Emission Tomography Study , 1997, The Journal of Neuroscience.

[81]  Michael W Weiner,et al.  Memory in the aging brain: Doubly dissociating the contribution of the hippocampus and entorhinal cortex , 2007, Hippocampus.

[82]  Benjamin J. Shannon,et al.  Parietal lobe contributions to episodic memory retrieval , 2005, Trends in Cognitive Sciences.

[83]  Pamela K. Smith,et al.  Models of visuospatial and verbal memory across the adult life span. , 2002, Psychology and aging.

[84]  A. Dale,et al.  Accelerating cortical thinning: unique to dementia or universal in aging? , 2014, Cerebral cortex.

[85]  J. Morrison,et al.  Numbers of Meynert and layer IVB cells in area V1: A stereologic analysis in young and aged macaque monkeys , 2000, The Journal of comparative neurology.

[86]  M. Albert,et al.  Medial temporal lobe function and structure in mild cognitive impairment , 2004, Annals of neurology.

[87]  J. Rowe,et al.  Human aging: usual and successful. , 1987, Science.

[88]  Shauna M. Stark,et al.  Individual differences in spatial pattern separation performance associated with healthy aging in humans. , 2010, Learning & memory.

[89]  Cindy Lustig,et al.  Brain aging: reorganizing discoveries about the aging mind , 2005, Current Opinion in Neurobiology.

[90]  Paul B. Baltes,et al.  Intellectual Development in Adulthood: The Seattle Longitudinal Study , 1996 .

[91]  Denise C. Park,et al.  The adaptive brain: aging and neurocognitive scaffolding. , 2009, Annual review of psychology.

[92]  M. J. Wade,et al.  Neuron number in the entorhinal cortex and CA1 in preclinical Alzheimer disease. , 2001, Archives of neurology.

[93]  R. Faragher,et al.  Insights into CNS ageing from animal models of senescence , 2012, Nature Reviews Neuroscience.

[94]  J. Gabrieli,et al.  Insights into the ageing mind: a view from cognitive neuroscience , 2004, Nature Reviews Neuroscience.

[95]  Paul M. Grasby,et al.  A positron emission tomography (PET) investigation of the role of striatal dopamine (D2) receptor availability in spatial cognition , 2005, NeuroImage.

[96]  Roberta F. White,et al.  The preclinical phase of alzheimer disease: A 22-year prospective study of the Framingham Cohort. , 2000, Archives of neurology.

[97]  P. Wolf,et al.  The lifetime risk of stroke: estimates from the Framingham Study. , 2006, Stroke.

[98]  Rhoda Au,et al.  Cerebral Microbleeds: Prevalence and Associations With Cardiovascular Risk Factors in the Framingham Study , 2004, Stroke.

[99]  Jelle Jolles,et al.  The prevalence of cortical gray matter atrophy may be overestimated in the healthy aging brain. , 2009, Neuropsychology.

[100]  J. Schneider,et al.  Individual differences in rates of change in cognitive abilities of older persons. , 2002, Psychology and aging.

[101]  K. Jellinger Mild cognitive impairment in Parkinson disease: heterogenous mechanisms , 2012, Journal of Neural Transmission.

[102]  R. Brookmeyer,et al.  Alzheimer disease pathology and longitudinal cognitive performance in the oldest-old with no dementia , 2012, Neurology.

[103]  N. Lassen,et al.  Multi-infarct dementia. A cause of mental deterioration in the elderly. , 1974, Lancet.

[104]  M. Weiner,et al.  Selective effect of age, Apo e4, and Alzheimer's disease on hippocampal subfields , 2009, Hippocampus.

[105]  D. Price,et al.  Conservation of brain amyloid proteins in aged mammals and humans with Alzheimer's disease. , 1987, Science.

[106]  R. Killiany,et al.  Alzheimer-signature MRI biomarker predicts AD dementia in cognitively normal adults , 2011, Neurology.

[107]  Meredith N Braskie,et al.  Correlations of striatal dopamine synthesis with default network deactivations during working memory in younger adults , 2011, Human brain mapping.

[108]  C. Jack,et al.  Alzheimer's Disease Neuroimaging Initiative , 2008 .

[109]  M. Greicius,et al.  Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI , 2004, Proc. Natl. Acad. Sci. USA.

[110]  G. E. Alexander,et al.  Parallel organization of functionally segregated circuits linking basal ganglia and cortex. , 1986, Annual review of neuroscience.

[111]  Kristen M. Kennedy,et al.  Effects of beta-amyloid accumulation on neural function during encoding across the adult lifespan , 2012, NeuroImage.

[112]  Hwamee Oh,et al.  β-Amyloid affects frontal and posterior brain networks in normal aging , 2011, NeuroImage.

[113]  Keith A. Johnson,et al.  Neuropathology of Cognitively Normal Elderly , 2003, Journal of neuropathology and experimental neurology.

[114]  S. MacDonald,et al.  Dopamine D1 receptors and age differences in brain activation during working memory , 2011, Neurobiology of Aging.

[115]  Elizabeth C Mormino,et al.  Subjective cognition and amyloid deposition imaging: a Pittsburgh Compound B positron emission tomography study in normal elderly individuals. , 2012, Archives of neurology.

[116]  N. Volkow,et al.  Association between decline in brain dopamine activity with age and cognitive and motor impairment in healthy individuals. , 1998, The American journal of psychiatry.

[117]  P. Goldman-Rakic Regional and cellular fractionation of working memory. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[118]  D. Selkoe Alzheimer's disease. , 2011, Cold Spring Harbor perspectives in biology.

[119]  Keith A. Johnson,et al.  Amyloid Deposition Is Associated with Impaired Default Network Function in Older Persons without Dementia , 2009, Neuron.

[120]  G L Shulman,et al.  INAUGURAL ARTICLE by a Recently Elected Academy Member:A default mode of brain function , 2001 .

[121]  Faith M. Gunning-Dixon,et al.  Differential aging of the human striatum: longitudinal evidence. , 2003, AJNR. American journal of neuroradiology.

[122]  S. Black,et al.  Evidence from Functional Neuroimaging of a Compensatory Prefrontal Network in Alzheimer's Disease , 2003, The Journal of Neuroscience.

[123]  Jean-Francois Mangin,et al.  Role of hippocampal CA1 atrophy in memory encoding deficits in amnestic Mild Cognitive Impairment , 2012, NeuroImage.

[124]  A. Peters,et al.  The effects of aging on area 46 of the frontal cortex of the rhesus monkey. , 1994, Cerebral cortex.

[125]  Karen M Rodrigue,et al.  Hypertension and the brain: vulnerability of the prefrontal regions and executive functions. , 2003, Behavioral neuroscience.

[126]  Mark A Mintun,et al.  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. , 2009, Archives of neurology.

[127]  A. Nappi,et al.  Alzheimer ' s Disease : Cell-Specific Pathology Isolates the Hippocampal Formation , 2022 .

[128]  C. DeCarli,et al.  Predictors of brain morphology for the men of the NHLBI twin study. , 1999, Stroke.

[129]  D. Mash,et al.  Dopamine transporter‐immunoreactive neurons decrease with age in the human substantia nigra , 1999, The Journal of comparative neurology.

[130]  Craig E. L. Stark,et al.  High-resolution structural and functional MRI of hippocampal CA3 and dentate gyrus in patients with amnestic Mild Cognitive Impairment , 2010, NeuroImage.

[131]  R. Dixon,et al.  Age-related cognitive deficits mediated by changes in the striatal dopamine system. , 2000, The American journal of psychiatry.

[132]  S. Rombouts,et al.  Consistent resting-state networks across healthy subjects , 2006, Proceedings of the National Academy of Sciences.

[133]  C. Jack,et al.  Prediction of AD with MRI-based hippocampal volume in mild cognitive impairment , 1999, Neurology.

[134]  Yee Lee Shing,et al.  Age differences in speed of processing are partially mediated by differences in axonal integrity , 2011, NeuroImage.

[135]  Norbert Schuff,et al.  Neuropathological basis of magnetic resonance images in aging and dementia , 2008, Annals of neurology.

[136]  B. Dickerson,et al.  A medial temporal lobe division of labor: Insights from memory in aging and early Alzheimer disease , 2011, Hippocampus.

[137]  A. Fagan,et al.  APOE predicts amyloid‐beta but not tau Alzheimer pathology in cognitively normal aging , 2010, Annals of neurology.

[138]  J. Cummings,et al.  Frequency of dementia in Parkinson disease. , 1996, Archives of neurology.

[139]  K. Jellinger,et al.  Correlation of Alzheimer Disease Neuropathologic Changes With Cognitive Status: A Review of the Literature , 2012, Journal of neuropathology and experimental neurology.

[140]  A. Dale,et al.  High consistency of regional cortical thinning in aging across multiple samples. , 2009, Cerebral cortex.

[141]  A. Brück,et al.  Positron emission tomography shows that impaired frontal lobe functioning in Parkinson’s disease is related to dopaminergic hypofunction in the caudate nucleus , 2001, Neuroscience Letters.

[142]  F. Howe,et al.  Diffusion tensor imaging and MR spectroscopy in hypertension and presumed cerebral small vessel disease , 2008, Magnetic resonance in medicine.

[143]  Faith M. Gunning-Dixon,et al.  Neuroanatomical correlates of selected executive functions in middle-aged and older adults: a prospective MRI study , 2003, Neuropsychologia.

[144]  J. Morrison,et al.  Circuit-Specific Alterations in Hippocampal Synaptophysin Immunoreactivity Predict Spatial Learning Impairment in Aged Rats , 2000, The Journal of Neuroscience.

[145]  J. Morris,et al.  Tangles and plaques in nondemented aging and “preclinical” Alzheimer's disease , 1999, Annals of neurology.

[146]  Daeyeol Lee,et al.  Neuronal basis of age-related working memory decline , 2011, Nature.

[147]  Shauna M. Stark,et al.  Pattern separation deficits associated with increased hippocampal CA3 and dentate gyrus activity in nondemented older adults , 2010, Hippocampus.

[148]  J. Baron,et al.  Relationships between striatal dopamine denervation and frontal executive tests in Parkinson's disease , 1999, Neuroscience Letters.

[149]  R. Sperling,et al.  Age-related memory impairment associated with loss of parietal deactivation but preserved hippocampal activation , 2008, Proceedings of the National Academy of Sciences.

[150]  R. Maclennan,et al.  DIETARY FIBRE, TRANSIT-TIME, FÆCAL BACTERIA, STEROIDS, AND COLON CANCER IN TWO SCANDINAVIAN POPULATIONS Report from the International Agency for Research on Cancer Intestinal Microecology Group , 1977, The Lancet.

[151]  Y. Stern What is cognitive reserve? Theory and research application of the reserve concept , 2002, Journal of the International Neuropsychological Society.

[152]  S. MacDonald,et al.  Aging-Related Increases in Behavioral Variability: Relations to Losses of Dopamine D1 Receptors , 2012, The Journal of Neuroscience.

[153]  S. MacDonald,et al.  Simulating Neurocognitive Aging: Effects of a Dopaminergic Antagonist on Brain Activity During Working Memory , 2010, Biological Psychiatry.

[154]  H. C. Chui,et al.  White matter lesions impair frontal lobe function regardless of their location , 2004, Neurology.

[155]  F. Gunning-Dixon,et al.  The cognitive correlates of white matter abnormalities in normal aging: a quantitative review. , 2000, Neuropsychology.

[156]  Elizabeth C Mormino,et al.  Aβ Deposition in aging is associated with increases in brain activation during successful memory encoding. , 2012, Cerebral cortex.

[157]  Keith A. Johnson,et al.  Amyloid-β Associated Cortical Thinning in Clinically Normal Elderly , 2011, Annals of neurology.

[158]  Denise C. Park,et al.  &bgr;-Amyloid burden in healthy aging: Regional distribution and cognitive consequences , 2012, Neurology.

[159]  A. Lees,et al.  Ageing and Parkinson's disease: substantia nigra regional selectivity. , 1991, Brain : a journal of neurology.

[160]  Todd E. Golde,et al.  Anti-Aβ Therapeutics in Alzheimer's Disease: The Need for a Paradigm Shift , 2011, Neuron.

[161]  Kewei Chen,et al.  Brain imaging and fluid biomarker analysis in young adults at genetic risk for autosomal dominant Alzheimer's disease in the presenilin 1 E280A kindred: a case-control study , 2012, The Lancet Neurology.

[162]  Rafael Yuste,et al.  Age-based comparison of human dendritic spine structure using complete three-dimensional reconstructions. , 2013, Cerebral cortex.

[163]  Sirkka Goebeler,et al.  Apolipoprotein E–dependent accumulation of Alzheimer disease–related lesions begins in middle age , 2009, Annals of neurology.

[164]  R. Buckner Memory and Executive Function in Aging and AD Multiple Factors that Cause Decline and Reserve Factors that Compensate , 2004, Neuron.

[165]  B. Jacobs,et al.  Life‐span dendritic and spine changes in areas 10 and 18 of human cortex: A quantitative golgi study , 1997, The Journal of comparative neurology.

[166]  A. Peters,et al.  Synapses are lost during aging in the primate prefrontal cortex , 2008, Neuroscience.

[167]  R. West,et al.  An application of prefrontal cortex function theory to cognitive aging. , 1996, Psychological bulletin.

[168]  S. Gilman,et al.  Presynaptic monoaminergic vesicles in Parkinson's disease and normal aging , 1996, Annals of neurology.

[169]  Lars Farde,et al.  Age-related dopamine D2/D3 receptor loss in extrastriatal regions of the human brain , 2000, Neurobiology of Aging.

[170]  Mark S. Cohen,et al.  Patterns of brain activation in people at risk for Alzheimer's disease. , 2000, The New England journal of medicine.

[171]  A Hofman,et al.  The prevalence of dementia in Europe: a collaborative study of 1980-1990 findings. Eurodem Prevalence Research Group. , 1991, International journal of epidemiology.

[172]  B. Biswal,et al.  Functional connectivity in the motor cortex of resting human brain using echo‐planar mri , 1995, Magnetic resonance in medicine.

[173]  E. Uemura Age-related changes in the subiculum of Macaca mulatta: Dendritic branching pattern , 1985, Experimental Neurology.

[174]  C. Jack,et al.  Alzheimer's Disease Neuroimaging Initiative , 2008 .

[175]  L L Jacoby,et al.  Automatic versus intentional uses of memory: aging, attention, and control. , 1993, Psychology and aging.

[176]  Adam Gazzaley,et al.  In Brief , 2011, Nature Reviews Neuroscience.