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Published in: Acta Neuropathologica 6/2016

01-06-2016 | Original Paper

CSF biomarkers associated with disease heterogeneity in early Parkinson’s disease: the Parkinson’s Progression Markers Initiative study

Authors: Ju-Hee Kang, Brit Mollenhauer, Christopher S. Coffey, Jon B. Toledo, Daniel Weintraub, Douglas R. Galasko, David J. Irwin, Vivianna Van Deerlin, Alice S. Chen-Plotkin, Chelsea Caspell-Garcia, Teresa Waligórska, Peggy Taylor, Nirali Shah, Sarah Pan, Pawel Zero, Mark Frasier, Kenneth Marek, Karl Kieburtz, Danna Jennings, Caroline M. Tanner, Tanya Simuni, Andrew Singleton, Arthur W. Toga, Sohini Chowdhury, John Q. Trojanowski, Leslie M. Shaw, The Parkinson’s Progression Marker Initiative

Published in: Acta Neuropathologica | Issue 6/2016

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Abstract

The development of biomarkers to predict the progression of Parkinson’s disease (PD) from its earliest stage through its heterogeneous course is critical for research and therapeutic development. The Parkinson’s Progression Markers Initiative (PPMI) study is an ongoing international multicenter, prospective study to validate biomarkers in drug-naïve PD patients and matched healthy controls (HC). We quantified cerebrospinal fluid (CSF) alpha-synuclein (α-syn), amyloid-beta1-42 (Aβ1-42), total tau (t-tau), and tau phosphorylated at Thr181 (p-tau) in 660 PPMI subjects at baseline, and correlated these data with measures of the clinical features of these subjects. We found that CSF α-syn, t-tau and p-tau levels, but not Aβ1-42, were significantly lower in PD compared with HC, while the diagnostic value of the individual CSF biomarkers for PD diagnosis was limited due to large overlap. The level of α-syn, but not other biomarkers, was significantly lower in PD patients with non-tremor-dominant phenotype compared with tremor-dominant phenotype. In addition, in PD patients the lowest Aβ1-42, or highest t-tau/Aβ1-42 and t-tau/α-syn quintile in PD patients were associated with more severe non-motor dysfunction compared with the highest or lowest quintiles, respectively. In a multivariate regression model, lower α-syn was significantly associated with worse cognitive test performance. APOE ε4 genotype was associated with lower levels of Aβ1-42, but neither with PD diagnosis nor cognition. Our data suggest that the measurement of CSF biomarkers in early-stage PD patients may relate to disease heterogeneity seen in PD. Longitudinal observations in PPMI subjects are needed to define their prognostic performance.
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Literature
1.
go back to reference Aarsland D, Andersen K, Larsen JP et al (2003) Prevalence and characteristics of dementia in Parkinson disease: an 8-year prospective study. Arch Neurol 60:387–392CrossRefPubMed Aarsland D, Andersen K, Larsen JP et al (2003) Prevalence and characteristics of dementia in Parkinson disease: an 8-year prospective study. Arch Neurol 60:387–392CrossRefPubMed
2.
go back to reference Aarsland D, Kurz MW (2010) The epidemiology of dementia associated with Parkinson disease. J Neurol Sci 289:18–22CrossRefPubMed Aarsland D, Kurz MW (2010) The epidemiology of dementia associated with Parkinson disease. J Neurol Sci 289:18–22CrossRefPubMed
3.
go back to reference Alves G, Larsen JP, Emre M et al (2006) Changes in motor subtype and risk for incident dementia in Parkinson’s disease. Mov Disord 21:1123–1130CrossRefPubMed Alves G, Larsen JP, Emre M et al (2006) Changes in motor subtype and risk for incident dementia in Parkinson’s disease. Mov Disord 21:1123–1130CrossRefPubMed
4.
go back to reference Alves G, Brønnick K, Aarsland D et al (2010) CSF amyloid-beta and tau proteins, and cognitive performance, in early and untreated Parkinson’s disease: the Norwegian ParkWest study. J Neurol Neurosurg Psychiatry 81:1080–1086CrossRefPubMed Alves G, Brønnick K, Aarsland D et al (2010) CSF amyloid-beta and tau proteins, and cognitive performance, in early and untreated Parkinson’s disease: the Norwegian ParkWest study. J Neurol Neurosurg Psychiatry 81:1080–1086CrossRefPubMed
5.
go back to reference Alves G, Lange J, Blennow K et al (2014) CSF Aβ42 predicts early-onset dementia in Parkinson disease. Neurology 82:1784–1790CrossRefPubMed Alves G, Lange J, Blennow K et al (2014) CSF Aβ42 predicts early-onset dementia in Parkinson disease. Neurology 82:1784–1790CrossRefPubMed
6.
go back to reference Compta Y, Parkkinen L, O’Sullivan SS et al (2011) Lewy- and Alzheimer-type pathologies in Parkinson’s disease dementia: which is more important? Brain 134:1493–1505CrossRefPubMedPubMedCentral Compta Y, Parkkinen L, O’Sullivan SS et al (2011) Lewy- and Alzheimer-type pathologies in Parkinson’s disease dementia: which is more important? Brain 134:1493–1505CrossRefPubMedPubMedCentral
7.
go back to reference Duka T, Duka V, Joyce JN, Sidhu A (2009) α-Synuclein contributes to GSK-3β-catalyzed tau phosphorylation in Parkinson’s disease model. FASEB J 23:2820–2830CrossRefPubMedPubMedCentral Duka T, Duka V, Joyce JN, Sidhu A (2009) α-Synuclein contributes to GSK-3β-catalyzed tau phosphorylation in Parkinson’s disease model. FASEB J 23:2820–2830CrossRefPubMedPubMedCentral
8.
go back to reference Giasson BI, Forman MS, Higuchi M et al (2003) Initiation and synergistic fibrillization of tau and alpha-synuclein. Science 300:636–640CrossRefPubMed Giasson BI, Forman MS, Higuchi M et al (2003) Initiation and synergistic fibrillization of tau and alpha-synuclein. Science 300:636–640CrossRefPubMed
9.
go back to reference Gomperts SN, Locascio JJ, Rentz D et al (2013) Amyloid is linked to cognitive decline in patients with Parkinson disease without dementia. Neurology 80:85–91CrossRefPubMedPubMedCentral Gomperts SN, Locascio JJ, Rentz D et al (2013) Amyloid is linked to cognitive decline in patients with Parkinson disease without dementia. Neurology 80:85–91CrossRefPubMedPubMedCentral
10.
go back to reference Guo JL, Covell DJ, Daniels JP et al (2013) Distinct α-synuclein strains differentially promote tau inclusions in neurons. Cell 154:103–117CrossRefPubMed Guo JL, Covell DJ, Daniels JP et al (2013) Distinct α-synuclein strains differentially promote tau inclusions in neurons. Cell 154:103–117CrossRefPubMed
11.
go back to reference Halliday GM, Holton JL, Revesz T, Dickson DW (2011) Neuropathology underlying clinical variability in patients with synucleinopathies. Acta Neuropathol 122:187–204CrossRefPubMed Halliday GM, Holton JL, Revesz T, Dickson DW (2011) Neuropathology underlying clinical variability in patients with synucleinopathies. Acta Neuropathol 122:187–204CrossRefPubMed
12.
go back to reference Hobson P, Meara J (2004) Risk and incidence of dementia in a cohort of older subjects with Parkinson’s disease in the United Kingdom. Mov Disord 19:1043–1049CrossRefPubMed Hobson P, Meara J (2004) Risk and incidence of dementia in a cohort of older subjects with Parkinson’s disease in the United Kingdom. Mov Disord 19:1043–1049CrossRefPubMed
13.
go back to reference Hughes TA, Ross HF, Musa S et al (2000) A 10-year study of the incidence of and factors predicting dementia in Parkinson’s disease. Neurology 54:1596–1602CrossRefPubMed Hughes TA, Ross HF, Musa S et al (2000) A 10-year study of the incidence of and factors predicting dementia in Parkinson’s disease. Neurology 54:1596–1602CrossRefPubMed
15.
go back to reference Irwin DJ, Lee VM, Trojanowski JQ (2013) Parkinson’s disease dementia: convergence of α-synuclein, tau and amyloid-β pathologies. Nat Rev Neurosci 14:626–636CrossRefPubMedPubMedCentral Irwin DJ, Lee VM, Trojanowski JQ (2013) Parkinson’s disease dementia: convergence of α-synuclein, tau and amyloid-β pathologies. Nat Rev Neurosci 14:626–636CrossRefPubMedPubMedCentral
16.
go back to reference Jankovic J, McDermott M, Carter J et al (1990) Variable expression of Parkinson’s disease: a base-line analysis of the DATATOP cohort. Neurology 40:1529–1534CrossRefPubMed Jankovic J, McDermott M, Carter J et al (1990) Variable expression of Parkinson’s disease: a base-line analysis of the DATATOP cohort. Neurology 40:1529–1534CrossRefPubMed
17.
go back to reference Jellinger KA (1999) Post mortem studies in Parkinson’s disease-is it possible to detect brain areas for specific symptoms? J Neural Transm Suppl 56:1–29CrossRefPubMed Jellinger KA (1999) Post mortem studies in Parkinson’s disease-is it possible to detect brain areas for specific symptoms? J Neural Transm Suppl 56:1–29CrossRefPubMed
18.
go back to reference Kang JH, Irwin DJ, Chen-Plotkin AS et al (2013) Association of cerebrospinal fluid β-amyloid 1-42, t-tau, p-tau181, and α-synuclein levels with clinical features of drug-naïve patients with early Parkinson disease. JAMA Neurol 70:1277–1287PubMedPubMedCentral Kang JH, Irwin DJ, Chen-Plotkin AS et al (2013) Association of cerebrospinal fluid β-amyloid 1-42, t-tau, p-tau181, and α-synuclein levels with clinical features of drug-naïve patients with early Parkinson disease. JAMA Neurol 70:1277–1287PubMedPubMedCentral
19.
go back to reference Levy G, Tang MX, Louis ED et al (2002) The association of incident dementia with mortality in PD. Neurology 59:1708–1713CrossRefPubMed Levy G, Tang MX, Louis ED et al (2002) The association of incident dementia with mortality in PD. Neurology 59:1708–1713CrossRefPubMed
20.
go back to reference Lewis SJG, Foltynie T, Blackwell AD et al (2005) Heterogeneity of Parkinson’s disease in the early clinical stages using a data driven approach. J Neurol Neurosurg Psychiatry 76:343–348CrossRefPubMedPubMedCentral Lewis SJG, Foltynie T, Blackwell AD et al (2005) Heterogeneity of Parkinson’s disease in the early clinical stages using a data driven approach. J Neurol Neurosurg Psychiatry 76:343–348CrossRefPubMedPubMedCentral
21.
22.
go back to reference Mollenhauer B, Locascio JJ, Schulz-Schaeffer W et al (2011) α-Synuclein and tau concentrations in cerebrospinal fluid of patients presenting with parkinsonism: a cohort study. Lancet Neurol 10:230–240CrossRefPubMed Mollenhauer B, Locascio JJ, Schulz-Schaeffer W et al (2011) α-Synuclein and tau concentrations in cerebrospinal fluid of patients presenting with parkinsonism: a cohort study. Lancet Neurol 10:230–240CrossRefPubMed
24.
go back to reference Nalls MA, Pankratz N, Lill CM et al (2014) Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson’s disease. Nat Genet 46:989–993CrossRefPubMedPubMedCentral Nalls MA, Pankratz N, Lill CM et al (2014) Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson’s disease. Nat Genet 46:989–993CrossRefPubMedPubMedCentral
25.
go back to reference Parashos SA, Swearingen CJ, Biglan KM et al (2009) Determinants of the timing of symptomatic treatment in early Parkinson disease: the National Institutes of Health Exploratory Trials in Parkinson Disease (NET-PD) Experience. Arch Neurol 66:1099–1104CrossRefPubMedPubMedCentral Parashos SA, Swearingen CJ, Biglan KM et al (2009) Determinants of the timing of symptomatic treatment in early Parkinson disease: the National Institutes of Health Exploratory Trials in Parkinson Disease (NET-PD) Experience. Arch Neurol 66:1099–1104CrossRefPubMedPubMedCentral
26.
go back to reference Parashos SA, Luo S, Biglan KM et al (2014) Measuring disease progression in early Parkinson disease: the National Institutes of Health Exploratory Trials in Parkinson Disease (NET-PD) Experience. JAMA Neurol 71:710–716CrossRefPubMedPubMedCentral Parashos SA, Luo S, Biglan KM et al (2014) Measuring disease progression in early Parkinson disease: the National Institutes of Health Exploratory Trials in Parkinson Disease (NET-PD) Experience. JAMA Neurol 71:710–716CrossRefPubMedPubMedCentral
27.
go back to reference Initiative Parkinson Progression Marker (2011) The Parkinson Progression Marker Initiative (PPMI). Prog Neurobiol 95:629–635CrossRef Initiative Parkinson Progression Marker (2011) The Parkinson Progression Marker Initiative (PPMI). Prog Neurobiol 95:629–635CrossRef
28.
go back to reference Parnetti L, Tiraboschi P, Lanari A et al (2008) Cerebrospinal fluid biomarkers in Parkinson’s disease with dementia and dementia with Lewy bodies. Biol Psychiatry 64:850–855CrossRefPubMed Parnetti L, Tiraboschi P, Lanari A et al (2008) Cerebrospinal fluid biomarkers in Parkinson’s disease with dementia and dementia with Lewy bodies. Biol Psychiatry 64:850–855CrossRefPubMed
29.
go back to reference Parnetti L, Chiasserini D, Bellomo G et al (2011) Cerebrospinal fluid tau/α-synuclein ratio in Parkinson’s disease and degenerative dementia. Mov Disord 8:1428–1435CrossRef Parnetti L, Chiasserini D, Bellomo G et al (2011) Cerebrospinal fluid tau/α-synuclein ratio in Parkinson’s disease and degenerative dementia. Mov Disord 8:1428–1435CrossRef
30.
go back to reference Paulus W, Jellinger K (1991) The neuropathologic basis of different clinical subgroups of Parkinson’s disease. J Neuropathol Exp Neurol 50:743–755CrossRefPubMed Paulus W, Jellinger K (1991) The neuropathologic basis of different clinical subgroups of Parkinson’s disease. J Neuropathol Exp Neurol 50:743–755CrossRefPubMed
31.
go back to reference Rajput AH, Sitte HH, Rajput A et al (2008) Globus pallidus dopamine and Parkinson motor subtype: clinical and brain biochemical correlation. Neurology 70:1403–1410CrossRefPubMed Rajput AH, Sitte HH, Rajput A et al (2008) Globus pallidus dopamine and Parkinson motor subtype: clinical and brain biochemical correlation. Neurology 70:1403–1410CrossRefPubMed
32.
go back to reference Rajput AH, Voll A, Rajput ML et al (2009) Course in Parkinson disease subtypes: a 39-year clinicopathologic study. Neurology 73:206–212CrossRefPubMed Rajput AH, Voll A, Rajput ML et al (2009) Course in Parkinson disease subtypes: a 39-year clinicopathologic study. Neurology 73:206–212CrossRefPubMed
33.
go back to reference Selikhova M, Williams DR, Kempster PA et al (2009) A clinico-pathological study of subtypes in Parkinson’s disease. Brain 132:2947–2957CrossRefPubMed Selikhova M, Williams DR, Kempster PA et al (2009) A clinico-pathological study of subtypes in Parkinson’s disease. Brain 132:2947–2957CrossRefPubMed
34.
36.
go back to reference Stebbins GT, Goetz CG, Burn DJ et al (2013) How to identify tremor dominant and postural instability/gait difficulty groups with the Movement Disorder Society Unified Parkinson’s Disease Rating Scale: comparison with the Unified Parkinson’s Disease Rating Scale. Mov Disord 28:668–670CrossRefPubMed Stebbins GT, Goetz CG, Burn DJ et al (2013) How to identify tremor dominant and postural instability/gait difficulty groups with the Movement Disorder Society Unified Parkinson’s Disease Rating Scale: comparison with the Unified Parkinson’s Disease Rating Scale. Mov Disord 28:668–670CrossRefPubMed
37.
go back to reference Toledo JB, Korff A, Shaw LM et al (2013) CSF α-synuclein improves diagnostic and prognostic performance of CSF tau and Aβ in Alzheimer’s disease. Acta Neuropathol 126:683–697CrossRefPubMed Toledo JB, Korff A, Shaw LM et al (2013) CSF α-synuclein improves diagnostic and prognostic performance of CSF tau and Aβ in Alzheimer’s disease. Acta Neuropathol 126:683–697CrossRefPubMed
38.
go back to reference Toledo JB, Gopal P, Raible K et al (2015) Pathological a-synuclein distribution in subjects with coincident Alzheimer’s and Lewy body pathology. Acta Neuropathol (E-pub) Toledo JB, Gopal P, Raible K et al (2015) Pathological a-synuclein distribution in subjects with coincident Alzheimer’s and Lewy body pathology. Acta Neuropathol (E-pub)
40.
go back to reference van de Berg WD, Hepp DH, Dijkstra AA et al (2012) Patterns of α-synuclein pathology in incidental cases and clinical subtypes of Parkinson’s disease. Parkinsonism Relat Disord 18(Suppl 1):S28–S30CrossRefPubMed van de Berg WD, Hepp DH, Dijkstra AA et al (2012) Patterns of α-synuclein pathology in incidental cases and clinical subtypes of Parkinson’s disease. Parkinsonism Relat Disord 18(Suppl 1):S28–S30CrossRefPubMed
41.
go back to reference Williams-Gray CH, Foltynie T, Brayne CEG et al (2007) Evolution of cognitive dysfunction in an incident Parkinson’s disease cohort. Brain 130:1787–1798CrossRefPubMed Williams-Gray CH, Foltynie T, Brayne CEG et al (2007) Evolution of cognitive dysfunction in an incident Parkinson’s disease cohort. Brain 130:1787–1798CrossRefPubMed
42.
go back to reference Williams-Gray CH, Goris A, Saiki M et al (2009) Apolipoprotein E genotype as a risk factor for susceptibility to and dementia in Parkinson’s disease. J Neurol 256:493–498CrossRefPubMed Williams-Gray CH, Goris A, Saiki M et al (2009) Apolipoprotein E genotype as a risk factor for susceptibility to and dementia in Parkinson’s disease. J Neurol 256:493–498CrossRefPubMed
43.
go back to reference Wills J, Jones J, Haggerty T et al (2010) Elevated tauopathy and alpha-synuclein pathology in postmortem Parkinson’s disease brains with and without dementia. Exp Neurol 225:210–218CrossRefPubMedPubMedCentral Wills J, Jones J, Haggerty T et al (2010) Elevated tauopathy and alpha-synuclein pathology in postmortem Parkinson’s disease brains with and without dementia. Exp Neurol 225:210–218CrossRefPubMedPubMedCentral
Metadata
Title
CSF biomarkers associated with disease heterogeneity in early Parkinson’s disease: the Parkinson’s Progression Markers Initiative study
Authors
Ju-Hee Kang
Brit Mollenhauer
Christopher S. Coffey
Jon B. Toledo
Daniel Weintraub
Douglas R. Galasko
David J. Irwin
Vivianna Van Deerlin
Alice S. Chen-Plotkin
Chelsea Caspell-Garcia
Teresa Waligórska
Peggy Taylor
Nirali Shah
Sarah Pan
Pawel Zero
Mark Frasier
Kenneth Marek
Karl Kieburtz
Danna Jennings
Caroline M. Tanner
Tanya Simuni
Andrew Singleton
Arthur W. Toga
Sohini Chowdhury
John Q. Trojanowski
Leslie M. Shaw
The Parkinson’s Progression Marker Initiative
Publication date
01-06-2016
Publisher
Springer Berlin Heidelberg
Published in
Acta Neuropathologica / Issue 6/2016
Print ISSN: 0001-6322
Electronic ISSN: 1432-0533
DOI
https://doi.org/10.1007/s00401-016-1552-2

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