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Quantitative Proteomics in Neurodegenerative Disorders Stephanie M. Cologna, Ph.D. Department of Chemistry, University of Illinois at Chicago For Research Use Only. Not for use in diagnostic procedures.

Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

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Page 1: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Quantitative Proteomics in Neurodegenerative Disorders

Stephanie M. Cologna, Ph.D.

Department of Chemistry, University of Illinois at Chicago

For Research Use Only. Not for use in diagnostic procedures.

Page 2: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Neurodegenerative Disorders

• Class of diseases with progressive neuron loss

• Degeneration of the central nervous system

• Neurodegenerative disorders include: • Alzheimer • Parkinson • Huntington • Lysosomal storage disorders

• Oftentimes, mis-folded proteins, fibrilation or deposits are

observed

For Research Use Only. Not for use in diagnostic procedures.

Page 3: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Cholesterol

• In mammals, synthesized enzymatically from acetyl-CoA and obtained from the diet peripherally

• Brain cholesterol is synthesized endogenously and tightly regulated

• Required for cell membrane structure and function

• Cholesterol has been implicated in neurodegenerative disorders

J.E. Vance, Disease Models and Mechanisms, 2013, Vol 5 (6). For Research Use Only. Not for use in diagnostic procedures.

Page 4: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

• A fatal, autosomal recessive neurodegenerative disease

• Accumulation of unesterified cholesterol and glycosphingolipids in the endosomal/lysosomal system

• Due to mutations in the NPC1 or NPC2 gene Mutations in the NPC1 gene account for approximately 95% of diagnoses

Niemann Pick Disease, Type C (NPC)

www.mayoclinic.org For Research Use Only. Not for use in diagnostic procedures.

Page 5: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

• Neuronal apoptosis in the cerebral cortex and cerebellum

• Progressive neuronal loss, especially of cerebellar Purkinje neurons

• Neuron degeneration mechanism is unclear

• Some pathological overlap with Alzheimer Disease, such neurofibrillary tangles and tau hyperphosphorylation

NPC Neuropathology

+/+ -/-

X IX For Research Use Only. Not for use in diagnostic procedures.

Page 6: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

• Large variation in age of onset, and severity

• NPC has a wide spectrum of clinical presentations including neurological symptoms such as: • Ataxia • Progressive dementia • Seizures • Vertical gaze palsy

• Currently no FDA-approved therapy for NPC • Off-label miglustat, Gaucher Disease • Clinical Trial: 2-hydroxypropyl-ß-cyclodextrin

Clinical Presentations of NPC

For Research Use Only. Not for use in diagnostic procedures.

Page 7: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Proteomic Studies in NPC1

62 59

62 59

FABP3

Npc1+/+ Npc1-/-

NPC 1W NPC 3W NPC 5W 0

50

100

150

200 NPC +/+ NPC -/-

Rel

ativ

e In

ten

sity

(F

old

Ch

ange

)

**

Cologna, S.M., et al., PLoS One, 2012

1 – 4 weeks

(Pre-symptomatic)

5 – 6 Weeks

(Tremors)

7 – 8 Weeks

(Ataxia)

10 – 12 weeks

(Terminal)

For Research Use Only. Not for use in diagnostic procedures.

Page 8: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Cerebrospinal Fluid markers: Discovery-based

quantitative proteomics

Goal:

Identify protein biomarkers in NPC1 CSF samples that provide insight to the neurodegenerative processes and can be used to follow therapeutic interventions • Large sample cohort • Several variables • Small sample volumes

Use 8-plex iTRAQ-based quantitative proteomics

For Research Use Only. Not for use in diagnostic procedures.

Page 9: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Beyond 8: iTRAQ Analysis of NPC1 CSF Samples

C N C N N C R N

113 114 115 116 117 118 119 121

N C N C N R N C

113 114 115 116 117 118 119 121

COHORT I

COHORT II

Albumin Depletion

Sample Cleanup

and Quant

Trypsin Digestion

iTRAQ Labeling

Strong Cation

Exchange

LC-MS/MS

I.S. #1 I.S. #2 For Research Use Only. Not for use in diagnostic procedures.

Page 10: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

iTRAQ Proteomics Workflow

MS/MS Example Spectrum from A1AG1_HUMAN Unbound protein

Bound protein

Ab

sorb

ance

Time (min)

• Mascot • Scaffold

• 25 Differential Proteins (> 2 fold p < 0.01) For Research Use Only. Not for use in diagnostic procedures.

Page 11: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Optimization of Isobaric Tag Analysis

MSMS Spectra Using Standard DDA Method MSMS Spectra Using Optimized DDA Method for

Isobaric Tagged Samples (Chip Cube TMT)

MSMS Spectra Using Optimized DDA Method for Isobaric Tagged Samples (Jet Stream iTRAQ)

Optimized Collision Cell Voltages via increased slope

For Research Use Only. Not for use in diagnostic procedures.

Page 12: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Towards Label-Free Proteomics

HPLC-Chip/MS NanoESI AJS-ESI

For Research Use Only. Not for use in diagnostic procedures.

Page 13: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Label-Free Quantitation in NPC1 Mouse Cerebellum

For Research Use Only. Not for use in diagnostic procedures.

Technical Replicates Overlap

Unfractionated Mass Profiler Professional & Pathway Architect

309 Proteins (FC ≥ 2)

Page 14: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

For Research Use Only. Not for use in diagnostic procedures.

Sample preparation via

FASP

High pH reverse phase

fractionation

Database search in

Spectrum Mill

Differential protein analysis

in MPP

Mouse Cerebellum Label Free Analysis of 20 Fractions

2784 proteins with > 2 fold change

366

643

655

1120

Page 15: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Summary and Outlook

• NPC1 is a fatal neurodegenerative disease without an

approved therapy

• CSF-based proteomics has been carried out on individual

samples

• Optimized method for reporter ion-based MS/MS data

acquisition

• Explored Jet Stream platform for relative quantification and

biomarker studies in NPC1

For Research Use Only. Not for use in diagnostic procedures.

Page 16: Quantitative Proteomics in Neurodegenerative Disorders · 2017-06-23 · Neurodegenerative Disorders •Class of diseases with progressive neuron loss •Degeneration of the central

Acknowledgements

Cologna Laboratory – UIC Fernando (Ralph) Tobias Chathurika Rathnayake Melissa Pergande Thu (Mi) Nguyen

NICHD, NIH Forbes (Denny) Porter, MD, PhD Alfred L. Yergey, PhD Paul S. Blank, PhD Porter Research Group

Agilent Technologies Carol Haney-Ball, PhD Vadi Bhat, PhD Chris Klein, PhD Ben Owen, PhD Aaron Boice, PhD Bob Walker Mark Hoppe Christine Miller Maryalice Lundquist