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Page 1: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Early Detection of Parkinson’s DiseaseEarly Detection of Parkinson s Disease

Change the size of any window by dragging the lower left corner.  Use controls in top right corner to close or maximize each windowin top right corner to close or maximize each window

Use text box at bottom left to ask a question

What each widget does:

shows speaker bios

shows slide window

opens the Ask a Question box

shows the audio media player

F b k l i

shows speaker bios

download slides and more info

Li k dI l i

opens the Ask a Question box

Facebook login

if you need help

LinkedIn login

Twitter login (#ScienceWebinar)

Page 2: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 3: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Parkinson’s disease: overview and current treatments

Progressive, neurodegenerative disorder marked predominantly by motor

symptoms; non-motor symptoms are also present

Characterized by selective loss of nigrostriatal dopaminergic neurons andCharacterized by selective loss of nigrostriatal dopaminergic neurons and

presence of alpha-synuclein positive aggregates (Lewy Bodies)

Current therapies, based on dopamine replacement, treat some motor

symptoms, but lose effectiveness over time and are marked by side effectsy y

1

Page 4: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Biomarkers are critical for developing disease modifying therapies

Disease modifying therapeutics that target the underlying disease process

remain a major unmet need

Current clinical trial design requires large sample size, long duration

Trials rely on subjective, clinical outcomes that are influenced by medicationsTrials rely on subjective, clinical outcomes that are influenced by medications

PD biomarkers would accelerate PD therapeutic development

– Identify patients at earliest stages of diseaseIdentify patients at earliest stages of disease

– Improve patient selection for clinical trials, example DATscan

– Assess efficacy of new therapies

– Monitor disease progression

2

Page 5: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Today’s webinar

Studying individuals at risk for developing PD – Andrew Siderowf

Overview of promising biological markers of PD – Michael Schlossmacher

Overview of new neuroimaging methods as PD biomarkers – Norbert Schuff

Addressing the challenges in developing PD biomarkers – the PPMI study –

Ken Marek

3

Page 6: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 7: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Prevention is the ultimate therapeutic goal in PD

PARS study objectives• To determine the feasibility of screening for 

Parkinson’s disease using a combinationParkinson’s disease using a combination1st:  olfactory testing2nd: DAT imaging2nd: DAT imaging

• To assess clinical and biological features pre‐motor PD (defined based on biomarker profile)( p )

• To develop a pre‐motor cohort that would be eligible for a preventive interventions

Page 8: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Screening for PD requires large numbers of potential subjects

N = 10,139 

R t d iPhase I Phase II Returned screening and background

N = 741 Not eligible

Clinic visit1. UPDRS2. Diagnostic form

Eligible subjects mailed1. UPSIT 2. Questionnaires

Phase I Phase II

N = 9398 Eligible

N = 741 Not eligible3. SCOPA‐aut4. Non‐motor review5. Neuropsych assess

I i Vi i

‐ BM freq‐ RBD history‐ exposure history‐motor complaints

N = 9398 Eligible

N = 4999 Completed  N= 4399 Did not 

Imaging Visit1. DAT Imaging2. HRV assessment3. Blood (genetics,

RNA profiling, urate,UPSIT

N = 4330 Normosmic N = 669 Hyposmic

complete UPSITp g, ,

& other ”omics”)4.     Video UPDRS exam

N = 4330 Normosmic N = 669 Hyposmic

A large number of subjects were initially screened with simple, relatively inexpensive tests

Page 9: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Identifying and targeting highest risk i ffi icases improves efficiency

Prodromal PD features cluster in hyposmic individuals, n = 4999

OR CI

Constipation 1.37 1.11, 0.25

0.30

1.68Depression 1.93 1.55,

2.41 0.15

0.20

port

ion

with

hyp

o

Anxiety 1.38 1.14, 1.67

Motor 1.66 1.36, 0.05

0.10

pro

complaint 2.02REM sleep behavior

1.62 1.21,2.15

0.000 1 2 3 4 5

number of prodromal features

Page 10: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Two-staged process is reasonably accurate and reduces costs

•Hyposmics have increased risk of abnormal DAT imaging•Hyposmics have increased risk of abnormal DAT imaging•Normosmics have very low risk of abnormal DAT imaging•Two staged process reduces # of imaging studies by 80-90%

Normosmics Hyposmics p-value

Age expected uptake in lowest putamen

N = 100 N = 203

No DAT deficit ≥80% 92 (92%) 146 (72%)No DAT deficit ≥80% 92 (92%) 146 (72%)65 – 80% 7 (7%) 34 (17%)

<65% 1 (1%) 23 (11%) <0.0001

80% 8 (8%) 57 (28%) 0 0001<80% 8 (8%) 57 (28%) <0.0001

Page 11: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 12: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Example of patient enrollment in past PD trials without biomarkers

Subjects without evidence ofdopaminergic degeneration: 

10 % (n = 80)

No stratification. 800 pts in treatment arm. If the drug targets synuclein

t b li

>1,600 patients screened with subjective rating scales

Multiple system atrophy (type P) and other atypical cases of parkinsonism: 5 % (n = 40)Selected phenotype:

metabolism: no monitoring of target engagement in vivo  

+j g

parkinsonism: 5 % (n = 40)Selected phenotype:‘Typical PD’ patients with 

AOO >50 yrs. Enrollment number for 

treatment arm of study, n  Inclusion‐positive and synuclein‐associated typical PD patients:

At a response rate of 20 % in synuclein‐related PD 

/

+

= 800 associated typical PD patients: >75 % (n = 600) 

cases (n=120 / 600)

I l i ti d NON

+

Inclusion‐negative and NON‐synuclein‐associated cases of PD:

<10 % (n = 80)P value not significant 

between the two groups:only 15%  (120 / 800) of patients show response p p

= TRIAL FAILURE

Page 13: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Marker candidates awaiting validation and / or definition: genetically linked proteins in

Total alpha-synuclein levels in CSF

or definition: genetically linked proteins in biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants); DJ‐1; sequence variants, e.g., GBA1, SNCA, LRRK2; urate in CSF and plasma (? progression); metabolome markers in plasma; transcriptome changes in blood cells (e.g., ST13 mRNA levels); and exploration of dementia‐associated tau and amyloid protein species as markers of 

iti h i PD bj t

Total tau concentration in CSF

cognitive changes in PD subjects.

e.g., Hong et al., 2010;Tokuda et al., 2010; Mollenhauer et al.,2011

Page 14: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

8‐20% of typical PD patients carry a mutation in one GBA1 allele; all these subjectsfeature ‐synuclein‐positive Lewy body pathology at autopsy. Mutant GBA proteinsfeature synuclein positive Lewy body pathology at autopsy. Mutant GBA proteinsappear to elevate neural ‐synuclein. Thus, GBA1 carrier status in PD (and DLB) canbe considered a reliable surrogate for the process of synucleinopathy in the brain.

Eblan N et al NEJM 2005Eblan N et al., NEJM 2005 Goker‐Alpan O et al., Neurology 2006Neumann J et al., Brain 2009

Cullen V et al., Ann Neurol 2011

Page 15: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Scenario for a biomarker-supported clinical trial of PD in the future

STEP 3: Monitoring of

STEP 2: Stratification using objective biomarker values

Only 300 patients chosen for treatment arm of trial

+

Subjects without evidence ofdopaminergic degeneration (10 %). EXCLUDED by imaging, n = 80

STEP 3: Monitoring of target engagement by biochemical monitoring reveals success in cases of synuclein‐assoc. PD

>1,600 patients screened with subjective rating scales

Atypical parkinsonism cases (MSA‐P, PSP etc.; 5 %). EXCLUDEDby imaging and ?smell test, n = 40

Selected phenotype of ‘Typical PD’ patients with 

At a response rate of 20 % i t t 60 f

+

y g g ,yp pAOO >50 yrs. Subjects selected for treatment arm at  STEP 1: n = 800  Inclusion‐ and synuclein‐positive 

PD patients (75 %): 300 / 600 pts CONFIRMED by biological

% in target group, 60 of 300 patients will show a positive effect for drug   

+

markersCONFIRMED by biological 

markers

Inclusion‐negative PD cases (10 %). EXCLUDED by neg smell test

+If significant difference detected in treatment group at a lower cost:%). EXCLUDED by neg smell test 

and neg GBA1 testing, n = 80group at a lower cost:= TRIAL SUCCESS

Klein C et al., Arch Neurol 2011

Page 16: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 17: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Approaches In Neuroimaging

Functional Changes Receptor availability for neurotransmitters (SPECT, PET)p y ( , )

Cerebral metabolism and blood flow (PET, SPECT, MRI)

Brain networks (functional MRI)

Morphological Changes Regional brain volumes (MRI) Regional brain volumes (MRI)

Brain iron content (MRI, Transcranial sonography)

Tissue microstructure (DTI)

B i i i (DTI h ) Brain connectivity (DTI‐tractography)

‐amyloid deposition (PET)

VA Medical Center & University of California San Francisco

4/27/2011 N. Schuff17/4 Webinar Parkinson’s disease

Page 18: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Some Existing Imaging Methods

MRIDopamine Transporter SPECT

T1-weighted T2*-weighted SWI

A

B

With permission: BMJ Publishing Group LtdKägi G et al. J Neurol Neurosurg Psychiatry 2010;81:5-12

A: Patient with multiple system atrophyB: Patient with Parkinson’s disease

SWI = susceptibility weighted imaging ; sensitive

VA Medical Center & University of California San Francisco

4/27/2011 N. Schuff18/4 Webinar Parkinson’s disease

SWI susceptibility weighted imaging ; sensitive to brain iron content

Page 19: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Some Emerging Imaging MethodsMRI DTI* PET: Dopaminergic and glutaminergic pathways

Averaged FDOPA (first row) and MP4A k3 images (second ) f th t d b N t th l b l k3

*maps of fractional anisotropy (FA), an index of microstructural integrity. Smaller FA of the substantia nigra completely separated PD patients from controls

row) of the study subgroups. Note the severe global k3 reduction in Parkinson disease dementia, whereas only a slight parieto-occipital k3 decrease is obvious in Parkinson disease. Hilker, R; et al, Neurology. 65(11):1716‐1722, December 13, 2005.

VA Medical Center & University of California San Francisco

4/27/2011 N. Schuff19/4 Webinar Parkinson’s disease

separated PD patients from controls (Vaillancourt et al. Neurology, 2009, 21;72(16):1378-84

,

With permission: AAN Enterprises, Inc.  Published by Lippincott Williams & Wilkins, Inc.

Page 20: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Key Points: Neuroimaging Markers For PD

Existing methods DAT SPECT and  PET are reasonably effective in identifying  

dopamine deficits but not reliable for a differentiation of idiopathic PD from atypical PD.

MRI mapping of structural changes in PD are valuable but a MRI mapping of structural changes in PD are valuable but a large overlap with normal values remains

Emerging methods Emerging methods New PET ligands will be useful to study the effect of PD on 

other neurotransmitters ‐amyloid PET will be useful to study the role of amyloid in PD  DTI has potential as an early marker for PD and to study the 

impact of PD on white matter Resting state functional MRI will be useful to study the 

consequences of dopamine depletion on brain functional

VA Medical Center & University of California San Francisco

4/27/2011 N. Schuff20/4 Webinar Parkinson’s disease

consequences of dopamine depletion on brain functional connectivity

Page 21: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 22: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Utility of biomarkers in clinical trials

– Disease mechanism– Drug mechanism– Drug mechanism– Dosage determination– Study eligibility-early/accurate diagnosisy g y y g– Pre-motor diagnosis– Monitoring disease progression

St tifi ti i t PD b t– Stratification into PD sub-types– Correlation with clinical signals

• Disease modifying PD therapeutics remain a major unmet need

• Biomarkers will potentially shorten study duration,Biomarkers will potentially shorten study duration, reduce study sample size, limit study costs.

Page 23: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Biomarkers likely have a temporal patternBi k b d t d fi d i f tBiomarkers can be used to define and inform at

different disease stages

tion

Symptomatic

Diagnosis

ron

Func

t

Pre-Motor

Diagnosis

Neu

PARSPPMI

LABS-PD

Page 24: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Developing the Parkinson’s Progression Markers Initiative PPMI A biomarker focused Parkinson disease progression studyPPMI- A biomarker focused Parkinson disease progression study –

comprehensive, longitudinal, cooperative – Public private partnership -MJ Fox, Industry, Government, Academic, Patients and Families

r

• 400 early stage PD and 200 controls• Clinical (motor/non-motor) and imaging data• Corresponding biologic samples (DNA, blood, CSF)

Specific Data Set

omar

ker

e Corresponding biologic samples (DNA, blood, CSF)

• Uniform acquisition of data and sampless for

Bio

truc

ture

• Uniform storage of data and samples• Strict quality control/quality assurance

Standardization

rem

ents

Infr

ast

• Data available to research community data mining, hypothesis generation & testing

• Samples available for studies

Access/Sharing www.ppmi-

info.orgReq

uir

info.org

Page 25: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

PPMI Study Details: SynopsisStudy population 400 de novo PD subjects (newly diagnosed and unmedicated)

200 age- and gender-matched healthy controls Subjects will be followed for a minimum of 3 years and a maximum of 5 yearsy

Assessments/ Clinical data collection

Motor assessments Neuropsychiatric/cognitive testing Olfaction DaTSCAN imaging, MRIDaTSCAN imaging, MRI

Biologic collection/

DNA collected at screening Serum and plasma collected at each visit; urine collected annually CSF collected at baseline, 6mo 12 mo and then annually Samples aliquotted and stored in central biorepositoryp q p y

Initial Verification studies

Lead biologic candidates to be tested: • Alpha-synuclein (CSF)• DJ-1 (CSF and blood)• Urate (blood)Urate (blood)• Abeta 1-42 (CSF)• Total tau, Phospho-tau (p-181) (CSF)

PD treatment De novo for ~6 months Can participate in other clinical trials (including interventional trials) p p ( g )after 12 months

Page 26: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s Disease

Brought to you by the Science/AAAS Business Office

Early Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Participating Experts:Brought to you by the Science/AAAS Business Office

Andrew Siderowf, M.D., MSCE University of Pennsylvania School of Medicine

Michael G. Schlossmacher, M.D., FRCPC University of Ottawa

University of Pennsylvania School of Medicine Philadelphia, PA

Norbert Schuff, Ph.D. University of California and VA Medical Center, San Francisco S F i CA

yOttawa, Ontario

In association with:

San Francisco, CA

Kenneth Marek, M.D. Institute for Neurodegenerative Disorders New Haven, CTNew Haven, CT

Moderator: Todd Sherer, Ph.D., The Michael J. Fox Foundation\for Parkinson’s Research; New York, NY

Page 27: Early Detection of ParkinsonEarly Detection of Parkinson s’s … · Total alpha-synuclein levels in CSF biological fluids, e.g., ‐synuclein (total, oligomeric, modified variants);

Webinar SeriesWebinar SeriesWebinar SeriesWebinar SeriesScienceScienceScienceScienceEarly Detection of Parkinson’s DiseaseEarly Detection of Parkinson s DiseaseThe Challenges and Potential of New Biomarkers

April 27, 2011

Look out for more webinars in the series at:

www.sciencemag.org/webinar

To provide feedback on this webinar, please e‐mail

your comments to webinar@aaas orgyour comments to [email protected]

In association with:

Brought to you by the Science/AAAS Business Office