Neuropathologic substrates of Parkinson disease dementia
Open accessAbstract
OBJECTIVE: A study was undertaken to examine the neuropathological substrates of cognitive dysfunction and dementia in Parkinson disease (PD). METHODS: One hundred forty patients with a clinical diagnosis of PD and either normal cognition or onset of dementia 2 or more years after motor symptoms (PDD) were studied. Patients with a clinical diagnosis of dementia with Lewy bodies were excluded. Autopsy records of genetic data and semiquantitative scores for the burden of neurofibrillary tangles, senile plaques, Lewy bodies (LBs), and Lewy neurites (LNs) and other pathologies were used to develop a multivariate logistic regression model to determine the independent association of these variables with dementia. Correlates of comorbid Alzheimer disease (AD) were also examined. RESULTS: Niney-two PD patients developed dementia, and 48 remained cognitively normal. Severity of cortical LB (CLB)/LN pathology was positively associated with dementia (p < 0.001), with an odds ratio (OR) of 4.06 (95% confidence interval [CI], 1.87-8.81), as was apolipoprotein E4 (APOE4) genotype (p = 0.018; OR, 4.19; 95% CI, 1.28-13.75). A total of 28.6% of all PD cases had sufficient pathology for comorbid AD, of whom 89.5% were demented. The neuropathological diagnosis of PDD+AD correlated with an older age of PD onset (p = 0.001; OR, 1.12; 95% CI, 1.04-1.21), higher CLB/LN burden (p = 0.037; OR, 2.48; 95% CI, 1.06-5.82), and cerebral amyloid angiopathy severity (p = 0.032; OR, 4.16; 95% CI, 1.13-15.30). INTERPRETATION: CLB/LN pathology is the most significant correlate of dementia in PD. Additionally, APOE4 genotype may independently influence the risk of dementia in PD. AD pathology was abundant in a subset of patients, and may modify the clinical phenotype. Thus, therapies that target α-synuclein, tau, or amyloid β could potentially improve cognitive performance in PD.
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Progression of dementia in Parkinson's disease shows a correlation with spread of the neuropathological changes to cortical brain structures.
“Progression of the dementia shows a correlation with spread of the neuropathological changes to cortical brain structures (Irwin et al. 2012).”
From The clinical symptoms of Parkinson's disease. (2016) · cites this paper as Irwin et al. 2012
The Introduction (page unavailable) describes a proposed spread of Lewy body and neurite pathology from the brainstem to the cerebral cortex. The Results and Discussion (pages unavailable) associate greater cortical pathology with dementia in Parkinson’s disease, but do not establish that progression of dementia itself correlates with the spread over time. (LLM, conf=0.83)
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Cites
Neuropathological stageing of Alzheimer-related changes.
Braak, H., & Braak, E. (1991) · Acta Neuropathologica · doi:10.1007/bf00308809 · Cited by 16,123 · see citing works
Clinical diagnostic criteria for dementia associated with Parkinson’s disease
Emre, M., Aarsland, D., Brown, R., Burn, D. J., Duyckaerts, C., Mizuno, Y., Broe, G. A., Cummings, J., Dickson, D. W., Gauthier, S., et al. (2007) · Movement Disorders · doi:10.1002/mds.21507 · Cited by 3,027 · see citing works
Montine, T. J., Phelps, C. H., Beach, T. G., Bigio, E. H., Cairns, N. J., Dickson, D. W., Duyckaerts, C., Frosch, M. P., Masliah, E., Mirra, S. S., et al. (2012) · Acta Neuropathologica · doi:10.1007/s00401-011-0910-3 · Cited by 2,992 · cited 1× · see citing works
“Cerebrovascular disease (CVD) was defined based on the presence of vascular brain injury (VBI) using modified criteria outlined in the latest National Institute on Aging (NIA)-Alzheimer’s Association (AA) guidelines.(38) Briefly, gross evidence of ischemic or hemorrhagic infarction or 2 or more microvascular lesions (…”
MethodSelf-citationInitiation and Synergistic Fibrillization of Tau and Alpha-Synuclein
Giasson, B. I., Forman, M. S., Higuchi, M., Golbe, L. I., Graves, C. L., Kotzbauer, P. T., Trojanowski, J. Q., & Lee, V. M.-Y. (2003) · Science · doi:10.1126/science.1082324 · Cited by 879 · see citing works
Self-citationMonoclonal antibody PHF‐1 recognizes tau protein phosphorylated at serine residues 396 and 404
Otvos, L., Feiner, L., Lang, E., Szendrei, G. I., Goedert, M., & Lee, V. M. (1994) · Journal of Neuroscience Research · doi:10.1002/jnr.490390607 · Cited by 488 · see citing works
Self-citationDifferences in neuropathologic characteristics across the Lewy body dementia spectrum
Ballard, C., Ziabreva, I., Perry, R., Larsen, J. P., O'Brien, J., McKeith, I., Perry, E., & Aarsland, D. (2006) · Neurology · doi:10.1212/01.wnl.0000249130.63615.cc · Cited by 335 · see citing works
The effect of age of onset of PD on risk of dementia
Aarsland, D., Kvaløy, J. T., Andersen, K., Larsen, J. P., Tang, M. X., Lolk, A., Kragh-Sørensen, P., & Marder, K. (2007) · Journal of Neurology · doi:10.1007/s00415-006-0234-8 · Cited by 162 · see citing works
A molecular pathway of neurodegeneration linking α-synuclein to ApoE and Aβ peptides
Gallardo, G., Schlüter, O. M., & Südhof, T. C. (2008) · Nature Neuroscience · doi:10.1038/nn2058 · Cited by 145 · see citing works
Farrer, L. A. (1997) · JAMA · doi:10.1001/jama.1997.03550160069041 · Cited by 124 · see citing works
Flagged first, then by citations
Research works printed but not linked: 54
- [1]Aarsland D Andersen K Larsen JP Lolk A Kragh-Sorensen P Prevalence and characteristics of dementia in Parkinson disease: an 8-year prospective study Archives of neurology 2003 3 60 3 387 392 12633150
- [2]Rosenthal E Brennan L Xie S Association between cognition and function in patients with Parkinson disease with and without dementia Mov Disord 2010 7 15 25 9 1170 1176 20310053 PMC2963089
- [3]Buter TC van den Hout A Matthews FE Larsen JP Brayne C Aarsland D Dementia and survival in Parkinson disease: a 12-year population study Neurology 2008 3 25 70 13 1017 1022 18362281
- [4]Lo RY Tanner CM Albers KB Clinical features in early Parkinson disease and survival Archives of neurology 2009 11 66 11 1353 1358 19901166
- [6]Galvin JE Cognitive change in Parkinson disease Alzheimer Dis Assoc Disord 2006 Oct-Dec 20 4 302 310 17132978
- [7]Lippa CF Duda JE Grossman M DLB and PDD boundary issues: diagnosis, treatment, molecular pathology, and biomarkers Neurology 2007 3 13 68 11 812 819 17353469
- [8]Hurtig HI Trojanowski JQ Galvin J Alpha-synuclein cortical Lewy bodies correlate with dementia in Parkinson's disease Neurology 2000 5 23 54 10 1916 1921 10822429
- [9]Apaydin H Ahlskog JE Parisi JE Boeve BF Dickson DW Parkinson disease neuropathology: later-developing dementia and loss of the levodopa response Archives of neurology 2002 1 59 1 102 112 11790237
- [10]Kovari E Gold G Herrmann FR Lewy body densities in the entorhinal and anterior cingulate cortex predict cognitive deficits in Parkinson's disease Acta Neuropathol 2003 7 106 1 83 88 12687392
- [11]Mattila PM Rinne JO Helenius H Dickson DW Roytta M Alpha-synuclein-immunoreactive cortical Lewy bodies are associated with cognitive impairment in Parkinson's disease Acta Neuropathol 2000 9 100 3 285 290 10965798
- [12]Aarsland D Perry R Brown A Larsen JP Ballard C Neuropathology of dementia in Parkinson's disease: a prospective, community-based study Ann Neurol 2005 11 58 5 773 776 16240351
- [13]Harding AJ Halliday GM Cortical Lewy body pathology in the diagnosis of dementia Acta Neuropathol 2001 10 102 4 355 363 11603811
- [14]Braak H Del Tredici K Rub U de Vos RA Jansen Steur EN Braak E Staging of brain pathology related to sporadic Parkinson's disease Neurobiol Aging 2003 Mar-Apr 24 2 197 211 12498954
- [15]Parkkinen L Kauppinen T Pirttila T Autere JM Alafuzoff I Alpha-synuclein pathology does not predict extrapyramidal symptoms or dementia Ann Neurol 2005 1 57 1 82 91 15562510
- [16]Colosimo C Hughes AJ Kilford L Lees AJ Lewy body cortical involvement may not always predict dementia in Parkinson's disease J Neurol Neurosurg Psychiatry 2003 7 74 7 852 856 12810766 PMC1738521
- [17]Xuereb JH Tomlinson BE Irving D Perry RH Blessed G Perry EK Cortical and subcortical pathology in Parkinson's disease: relationship to parkinsonian dementia Adv Neurol 1990 53 35 40 2173374
- [18]Galvin JE Pollack J Morris JC Clinical phenotype of Parkinson disease dementia Neurology 2006 11 14 67 9 1605 1611 17101891
- [19]Sabbagh MN Adler CH Lahti TJ Parkinson disease with dementia: comparing patients with and without Alzheimer pathology Alzheimer Dis Assoc Disord 2009 Jul-Sep 23 3 295 297 19812474 PMC2760034
- [20]Jellinger KA Seppi K Wenning GK Poewe W Impact of coexistent Alzheimer pathology on the natural history of Parkinson's disease J Neural Transm 2002 3 109 3 329 339 11956955
- [21]Boller F Mizutani T Roessmann U Gambetti P Parkinson disease, dementia, and Alzheimer disease: clinicopathological correlations Ann Neurol 1980 4 7 4 329 335 7377758
- [22]Compta Y Parkkinen L O'Sullivan SS Lewy- and Alzheimer-type pathologies in Parkinson's disease dementia: which is more important? Brain: a journal of neurology 2011 5 134 Pt 5 1493 1505 21596773 PMC4194668
- [23]Weintraub D Dietz N Duda JE Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease Brain: a journal of neurology 2011 11 21 PMC3316476 22108576
- [24]Siderowf A Xie SX Hurtig H CSF amyloid {beta} 1-42 predicts cognitive decline in Parkinson disease Neurology 2010 9 21 75 12 1055 1061 20720189 PMC2942062
- [25]Perl DP Olanow CW Calne D Alzheimer's disease and Parkinson's disease: distinct entities or extremes of a spectrum of neurodegeneration? Ann Neurol 1998 9 44 3 Suppl 1 S19 S31 9749570
- [26]Ward CD Gibb WR Research diagnostic criteria for Parkinson's disease Adv Neurol 1990 53 245 249 2239463
- [28]Singleton AB Farrer M Johnson J alpha-Synuclein locus triplication causes Parkinson's disease Science 2003 10 31 302 5646 841 14593171
- [29]Forman MS Farmer J Johnson JK Frontotemporal dementia: clinicopathological correlations Ann Neurol 2006 6 59 6 952 962 16718704 PMC2629792
- [31]Mercken M Vandermeeren M Lubke U Monoclonal antibodies with selective specificity for Alzheimer Tau are directed against phosphatase-sensitive epitopes Acta Neuropathol 1992 84 3 265 272 1384266
- [32]Duda JE Giasson BI Mabon ME Lee VM Trojanowski JQ Novel antibodies to synuclein show abundant striatal pathology in Lewy body diseases Ann Neurol 2002 8 52 2 205 210 12210791
- [33]Xie SX Baek Y Grossman M Building an integrated neurodegenerative disease database at an academic health center Alzheimer's & dementia: the journal of the Alzheimer's Association 2011 7 7 4 e84 e93 PMC3145967 21784346
- [34]Dickson DW Schmidt ML Lee VM Zhao ML Yen SH Trojanowski JQ Immunoreactivity profile of hippocampal CA2/3 neurites in diffuse Lewy body disease Acta Neuropathol 1994 87 3 269 276 7912027
- [35]Amador-Ortiz C Dickson DW Neuropathology of hippocampal sclerosis Handb Clin Neurol 2008 89 569 572 18631779
- [36]Ferrer I Santpere G van Leeuwen FW Argyrophilic grain disease Brain: a journal of neurology 2008 6 131 Pt 6 1416 1432 18234698
- [37]Tolnay M Spillantini MG Goedert M Ulrich J Langui D Probst A Argyrophilic grain disease: widespread hyperphosphorylation of tau protein in limbic neurons Acta Neuropathol 1997 5 93 5 477 484 9144586
- [40]Mirra SS Heyman A McKeel D The Consortium to Establish a Registry for Alzheimer's Disease (CERAD). Part II. Standardization of the neuropathologic assessment of Alzheimer's disease Neurology 1991 4 41 4 479 486 2011243
- [41]McKeith IG Galasko D Kosaka K Consensus guidelines for the clinical and pathologic diagnosis of dementia with Lewy bodies (DLB): report of the consortium on DLB international workshop Neurology 1996 11 47 5 1113 1124 8909416
- [42]Consensus recommendations for the postmortem diagnosis of Alzheimer's disease The National Institute on Aging, and Reagan Institute Working Group on Diagnostic Criteria for the Neuropathological Assessment of Alzheimer's Disease Neurobiol Aging 1997 Jul-Aug 18 4 Suppl S1 S2 9330978
- [44]Kempster PA O'Sullivan SS Holton JL Revesz T Lees AJ Relationships between age and late progression of Parkinson's disease: a clinico-pathological study Brain: a journal of neurology 2010 6 133 Pt 6 1755 1762 20371510
- [46]Jellinger KA Attems J Does striatal pathology distinguish Parkinson disease with dementia and dementia with Lewy bodies? Acta Neuropathol 2006 9 112 3 253 260 16804711
- [47]Kalaitzakis ME Graeber MB Gentleman SM Pearce RK Striatal beta-amyloid deposition in Parkinson disease with dementia J Neuropathol Exp Neurol 2008 2 67 2 155 161 18219254
- [48]Tsuboi Y Uchikado H Dickson DW Neuropathology of Parkinson's disease dementia and dementia with Lewy bodies with reference to striatal pathology Parkinsonism Relat Disord 2007 13 Suppl 3 S221 S224 18267239
- [50]Williams-Gray CH Goris A Saiki M Apolipoprotein E genotype as a risk factor for susceptibility to and dementia in Parkinson's disease J Neurol 2009 3 256 3 493 498 19308307
- [51]Huang X Chen P Kaufer DI Troster AI Poole C Apolipoprotein E and dementia in Parkinson disease: a meta-analysis Arch Neurol 2006 2 63 2 189 193 16476806
- [52]Koob AO Paulino AD Masliah E GFAP reactivity, apolipoprotein E redistribution and cholesterol reduction in human astrocytes treated with alpha-synuclein Neuroscience letters 2010 1 18 469 1 11 14 19932737 PMC3043546
- [54]Jellinger KA Attems J Prevalence and impact of vascular and Alzheimer pathologies in Lewy body disease Acta Neuropathol 2008 4 115 4 427 436 18273624
- [55]Ghebremedhin E Rosenberger A Rub U Inverse relationship between cerebrovascular lesions and severity of lewy body pathology in patients with lewy body diseases J Neuropathol Exp Neurol 2010 5 69 5 442 448 20418782
- [56]Slooter AJ Tang MX van Duijn CM Apolipoprotein E epsilon4 and the risk of dementia with stroke. A population-based investigation JAMA: the journal of the American Medical Association 1997 3 12 277 10 818 821 9052712
- [57]Halliday G Hely M Reid W Morris J The progression of pathology in longitudinally followed patients with Parkinson's disease Acta Neuropathol 2008 4 115 4 409 415 18231798
- [59]Lashley T Holton JL Gray E Cortical alpha-synuclein load is associated with amyloid-beta plaque burden in a subset of Parkinson's disease patients Acta Neuropathol 2008 4 115 4 417 425 18185940
- [60]Pletnikova O West N Lee MK Abeta deposition is associated with enhanced cortical alpha-synuclein lesions in Lewy body diseases Neurobiol Aging 2005 Aug-Sep 26 8 1183 1192 15917102
- [61]Clinton LK Blurton-Jones M Myczek K Trojanowski JQ LaFerla FM Synergistic Interactions between Abeta, tau, alpha-synuclein: acceleration of neuropathology and cognitive decline J Neurosci 2010 5 26 30 21 7281 7289 20505094 PMC3308018
- [62]Lee VM Giasson BI Trojanowski JQ More than just two peas in a pod: common amyloidogenic properties of tau and alpha-synuclein in neurodegenerative diseases Trends Neurosci 2004 3 27 3 129 134 15036877
- [64]Waxman EA Giasson BI Induction of intracellular tau aggregation is promoted by alpha-synuclein seeds and provides novel insights into the hyperphosphorylation of tau J Neurosci 2011 5 25 31 21 7604 7618 21613474 PMC3122484
- [65]Duda JE Giasson BI Mabon ME Concurrence of alpha-synuclein and tau brain pathology in the Contursi kindred Acta Neuropathol 2002 7 104 1 7 11 12070658
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- Authors
- Irwin, D. J., White, M. T., Toledo, J. B., Xie, S. X., Robinson, J. L., Van Deerlin, V., Lee, V. M. ‐., Leverenz, J. B., Montine, T. J., Duda, J. E., Hurtig, H. I., & Trojanowski, J. Q.
- Affiliations
- Institute on Aging (US)
- University of Pennsylvania (US)
- University of Washington (US)
- Philadelphia VA Medical Center (US)
- Corresponding author
- Trojanowski, John Q.
- ORCID
- Venue
- Annals of Neurology
- Publisher
- Wiley
- Published
- 2012-10
- Volume
- 72
- Issue
- 4
- Pages
- 587-598
- ISSN
- 0364-5134 (ISSN-L)
- 1531-8249
- PMC
- PMC3484250
- OpenAlex
- W2400155502
- Cited by
- 518
- References
- 9
- Citations by year
- 2026: 20 · 2025: 31 · 2024: 34 · 2023: 32 · 2022: 41 · 2021: 49 · 2020: 47 · 2019: 34 · 2018: 46 · 2017: 36 · 2016: 33 · 2015: 33 · 2014: 43 · 2013: 33 · 2012: 5
- FWCI
- 23.84
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Annals of Neurology (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute on Aging (AG 05136, P50AG005136, T32AG000255)
- National Institute of Diabetes and Digestive and Kidney Diseases (T32DK060455)
- National Institute of Neurological Disorders and Stroke (P50NS062684, P50NS053488, NS062684)
- Topics
- Health Sciences › Medicine › Neurology › Parkinson's Disease Mechanisms and Treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Keywords
- Parkinson's disease dementia, Parkinson's disease, Lewy bodies, Lewy neurites, neurofibrillary tangles, amyloid plaques, APOE ε4, cerebral amyloid angiopathy, cognitive impairment, dementia risk factors, neuropathology, alpha-synuclein, tau protein, amyloid-beta, genetic risk
- MeSH terms
- Aged, Aged, 80 and over, Alzheimer Disease, Autopsy, Cerebral Cortex, Dementia, DNA, Female, Humans, Longitudinal Studies, Male, Middle Aged, Models, Neurological, Movement Disorders, Parkinson Disease, ROC Curve, Models, Statistical, Cohort Studies, Confidence Intervals, Logistic Models, Odds Ratio, Neurites, Disease Progression, Lewy Body Disease, Apolipoprotein E4
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