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RESEARCH UPDATE: GENE EXPRESSION
IN SSC
Monique Hinchcliff MD, MS
Scleroderma Foundation Patient Education Day
October 19, 2013
Northwestern University
Overview
• Physical exam findings for patients with SSc
• Classification of patients with SSc
• Genomics
– What it is
– How to measure

• Gene expression analysis
• Results of recent genomics work in SSc
– How genomic approaches can be used to select
the right therapy for the right patient
SSc Dogma
Disease subset

Limited cutaneous
(lcSSc)

Diffuse cutaneous
(dcSSc)

Typical serum
autoantibody
produced

Anticentromere

Antitopoisomerase
(Scl-70)

Pattern of lung
involvement

Pulmonary artery
hypertension
(PAH)

Interstitial lung
disease (ILD)

Major
Vasculopathy
pathophysiology (Blood vessel
problems)

Fibrosis
(too much scar
tissue)
SSc treatments
•

•

•
•

Immune modulatory agents
– Methotrexate
– D-Penicillamine
– Cyclophosphamide
– Mycophenolate mofetil (inhibits an enzyme that controls lymphocyte proliferation)
– Stem cell transplant (allogeneic and autologous)
– Corticosteroids
Biologics
– TNF- inhibitors
– Rituximab (Anti-B-lymphocyte antibody)
– Tocilizumab (IL-6 inhibitor)
– Abatacept (blocks CD28 binding to the antigen-presenting cell)
CAT-192 (soluble TGF- inhibitor)
Tyrosine kinase inhibitors
–
–
–

•

Imatinib mesylate (Gleevec)
Nilotinib (Tasigna)
Dasatinib (Sprycel)

Others, many in the pipeline

Some responders, partial responders and non-responders.
Patients are different
healthy

SSc

skin

Raynaud
phenomenon

lung

Colon

Pulmonary
artery
hypertension
SSc Clinical trials
• Most have not demonstrated overall benefit
– Subsets of patients seem to respond

• Trials are limited
– SSc is a rare disease
– Diagnosis is often delayed
– Need to complete the trial in a timely manner

• Need better methods to enroll patients with
similar SSc disease
Genomics
(DNA, RNA) research
• Method to molecularly subset patients
– Blood (serum, plasma)
– Blood cells
– Skin biopsies
First a brief gene expression introduction

WHAT HAVE GENE EXPRESSION
STUDIES TAUGHT US ABOUT
SYSTEMIC SCLEROSIS?
Skin biopsies
• Performed before
SSc treatment
• 4mm punch of skin
removed
– Epidermis
– Dermis

• RNA isolated from
the biopsy
Gene expression studies use RNA
DNA:
Your genes

DNA= the menu


RNA:
The code
to make
proteins

RNA= your order: Gene expression


Proteins= the meal
Gene expression test

NEJM 2006 354; 23
Viewing Microarray Data

>30,000 Genes

Patient samples

Control Patient

200 10000 50.00 5.64
4800 4800 1.00 0.00
9000
300 0.03 -4.91
Cy5
Cy3

Log2(red/green)
Adapted Michael Whitfield, PhD Slide

Heat map
Now we understand gene expression analyses (microarray)

WHAT HAVE GENE EXPRESSION
STUDIES TAUGHT US ABOUT
SYSTEMIC SCLEROSIS?
Four to five groups of systemic sclerosis patients

17 diffuse SSc, 7 limited SSc, 3 morphea (another skin disease), 6 healthy controls
61 biopsies, 75 total microarrays
*P<0.001

* p < 0.001

Fibroproliferative genes:
Cell cycle check point
DNA repair
Regulation of mitosis

Inflammatory genes:
Immune response
Response to pathogen
Lymphocyte proliferation

Normal-like genes:
Fatty acid biosynthesis
Lipid biosynthesis
Electron transport activity

Milano A et al, PLoS ONE (2008)
Mycophenolate mofetil/MMF
(Cellcept, Myfortic)
• Immunosuppressive agent
– Reduces production of inflammatory cells1
• FDA-approved for prevention of renal, liver and heart transplant rejection2
• Used in treatment of autoimmune disease (SSc3-7, lupus, myasthenia
gravis, kidney disorders etc.)
• One of the treatment arms of Scleroderma Lung Study II

1 Ransom

JT. Therapeutic Drug Monitoring. 1995
MC et al. Drugs Today. 2009
3 Le EN et al. Ann Rheum Dis. 2011
4 Vanthuyne M et al. Clin Exp Rheumatol. 2007
5 Derk CT et al. Rheumatology. 2009
6 Herrick AL et al. Journal of Rheumatology. 2009
7 Nihtyanova SI et al. Rheumatology. 2007
2 Villarroel
10 diffuse SSc, 2 limited SSc, 13 stable SSc, and 10 healthy controls
Baseline and longitudinal arm and back skin biopsies
4 MMF improvers and 3 MMF non-improvers

Fibroproliferative
Inflammatory
Normal-like

Journal of Investigative Dermatology 2013
MMF improvers
• Expression of 321 genes in skin at
baseline is different between
improvers and non-improvers
• This baseline signature may be
useful in selecting appropriate
patients for MMF therapy
• Ongoing work: Conduct a multicenter study to validate the MMF
baseline signature and other
signatures in skin

Hinchcliff et al Journal of Investigative Dermatology 2013
Future implications
• Patients who are likely
to respond to MMF can
be identified
• Patients who are not
likely to respond to
MMF can be identified
and randomized to a
different therapy
Summary
1980s: 2 SSc patient groups
• Limited
• Diffuse
Patient selection for clinical trials
• Disease duration
• Disease subtype

2010s: 4-5 SSc patient groups
•
Fibroproliferative
– Diffuse 1
– Diffuse 2
•
Limited
•
Inflammatory
•
Normal-like
Goal: Patient selection for clinical trials
• Molecular approaches
–
–
–

Genomic
Proteomic
Metabolomic
Thank you
•

•

•

•

•

•

Mentors:
– Rowland W. Chang, MD MPH
– John Varga, MD
– Michael Whitfield, PhD
Clinical coordinators:
– Mary Carns, MS
– Sofia Podlusky, BA
Bioinformatics:
– Chiang-Ching Huang, PhD
– Viktor Martyanov, PhD
– Jaclyn Taroni, BS
Statistics
– Jungwha Lee, PhD
– Orit Almagor, MS
Cardiology
– Sanjiv J Shah, MD
– Lauren Beussink-Nelson
Chest radiology
– Arlene Sirajuddin, MD

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Research Update: Gene Expression in SSc

  • 1. RESEARCH UPDATE: GENE EXPRESSION IN SSC Monique Hinchcliff MD, MS Scleroderma Foundation Patient Education Day October 19, 2013 Northwestern University
  • 2. Overview • Physical exam findings for patients with SSc • Classification of patients with SSc • Genomics – What it is – How to measure • Gene expression analysis • Results of recent genomics work in SSc – How genomic approaches can be used to select the right therapy for the right patient
  • 3. SSc Dogma Disease subset Limited cutaneous (lcSSc) Diffuse cutaneous (dcSSc) Typical serum autoantibody produced Anticentromere Antitopoisomerase (Scl-70) Pattern of lung involvement Pulmonary artery hypertension (PAH) Interstitial lung disease (ILD) Major Vasculopathy pathophysiology (Blood vessel problems) Fibrosis (too much scar tissue)
  • 4. SSc treatments • • • • Immune modulatory agents – Methotrexate – D-Penicillamine – Cyclophosphamide – Mycophenolate mofetil (inhibits an enzyme that controls lymphocyte proliferation) – Stem cell transplant (allogeneic and autologous) – Corticosteroids Biologics – TNF- inhibitors – Rituximab (Anti-B-lymphocyte antibody) – Tocilizumab (IL-6 inhibitor) – Abatacept (blocks CD28 binding to the antigen-presenting cell) CAT-192 (soluble TGF- inhibitor) Tyrosine kinase inhibitors – – – • Imatinib mesylate (Gleevec) Nilotinib (Tasigna) Dasatinib (Sprycel) Others, many in the pipeline Some responders, partial responders and non-responders.
  • 6. SSc Clinical trials • Most have not demonstrated overall benefit – Subsets of patients seem to respond • Trials are limited – SSc is a rare disease – Diagnosis is often delayed – Need to complete the trial in a timely manner • Need better methods to enroll patients with similar SSc disease
  • 7. Genomics (DNA, RNA) research • Method to molecularly subset patients – Blood (serum, plasma) – Blood cells – Skin biopsies
  • 8. First a brief gene expression introduction WHAT HAVE GENE EXPRESSION STUDIES TAUGHT US ABOUT SYSTEMIC SCLEROSIS?
  • 9. Skin biopsies • Performed before SSc treatment • 4mm punch of skin removed – Epidermis – Dermis • RNA isolated from the biopsy
  • 10. Gene expression studies use RNA DNA: Your genes DNA= the menu  RNA: The code to make proteins RNA= your order: Gene expression  Proteins= the meal
  • 12. Viewing Microarray Data >30,000 Genes Patient samples Control Patient 200 10000 50.00 5.64 4800 4800 1.00 0.00 9000 300 0.03 -4.91 Cy5 Cy3 Log2(red/green) Adapted Michael Whitfield, PhD Slide Heat map
  • 13. Now we understand gene expression analyses (microarray) WHAT HAVE GENE EXPRESSION STUDIES TAUGHT US ABOUT SYSTEMIC SCLEROSIS?
  • 14. Four to five groups of systemic sclerosis patients 17 diffuse SSc, 7 limited SSc, 3 morphea (another skin disease), 6 healthy controls 61 biopsies, 75 total microarrays *P<0.001 * p < 0.001 Fibroproliferative genes: Cell cycle check point DNA repair Regulation of mitosis Inflammatory genes: Immune response Response to pathogen Lymphocyte proliferation Normal-like genes: Fatty acid biosynthesis Lipid biosynthesis Electron transport activity Milano A et al, PLoS ONE (2008)
  • 15. Mycophenolate mofetil/MMF (Cellcept, Myfortic) • Immunosuppressive agent – Reduces production of inflammatory cells1 • FDA-approved for prevention of renal, liver and heart transplant rejection2 • Used in treatment of autoimmune disease (SSc3-7, lupus, myasthenia gravis, kidney disorders etc.) • One of the treatment arms of Scleroderma Lung Study II 1 Ransom JT. Therapeutic Drug Monitoring. 1995 MC et al. Drugs Today. 2009 3 Le EN et al. Ann Rheum Dis. 2011 4 Vanthuyne M et al. Clin Exp Rheumatol. 2007 5 Derk CT et al. Rheumatology. 2009 6 Herrick AL et al. Journal of Rheumatology. 2009 7 Nihtyanova SI et al. Rheumatology. 2007 2 Villarroel
  • 16. 10 diffuse SSc, 2 limited SSc, 13 stable SSc, and 10 healthy controls Baseline and longitudinal arm and back skin biopsies 4 MMF improvers and 3 MMF non-improvers Fibroproliferative Inflammatory Normal-like Journal of Investigative Dermatology 2013
  • 17. MMF improvers • Expression of 321 genes in skin at baseline is different between improvers and non-improvers • This baseline signature may be useful in selecting appropriate patients for MMF therapy • Ongoing work: Conduct a multicenter study to validate the MMF baseline signature and other signatures in skin Hinchcliff et al Journal of Investigative Dermatology 2013
  • 18. Future implications • Patients who are likely to respond to MMF can be identified • Patients who are not likely to respond to MMF can be identified and randomized to a different therapy
  • 19. Summary 1980s: 2 SSc patient groups • Limited • Diffuse Patient selection for clinical trials • Disease duration • Disease subtype 2010s: 4-5 SSc patient groups • Fibroproliferative – Diffuse 1 – Diffuse 2 • Limited • Inflammatory • Normal-like Goal: Patient selection for clinical trials • Molecular approaches – – – Genomic Proteomic Metabolomic
  • 20. Thank you • • • • • • Mentors: – Rowland W. Chang, MD MPH – John Varga, MD – Michael Whitfield, PhD Clinical coordinators: – Mary Carns, MS – Sofia Podlusky, BA Bioinformatics: – Chiang-Ching Huang, PhD – Viktor Martyanov, PhD – Jaclyn Taroni, BS Statistics – Jungwha Lee, PhD – Orit Almagor, MS Cardiology – Sanjiv J Shah, MD – Lauren Beussink-Nelson Chest radiology – Arlene Sirajuddin, MD