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Dr. Andreas SchererDr. Andreas Scherer
President and CEO
Golden Helix, Inc.
scherer@goldenhelix.com
Twitter: andreasscherer
Cancer Gene Panels
About Golden Helix
- Founded in 1998
- Main outside investor: GSK
- Referenced by Gartner in the 2014 Hype
Cycle for Life Sciences
- Providing analytics software for research
and clinicians
- Thousands of users in hundreds of
organizations world wide
About Golden Helix
Cancer is a disease of the genome!
Theodore Boveri (1862 – 1915) Sea Urchins
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Questions during
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Global cancer incidence
http://info.cancerresearchuk.org/cancerstats/faqs
Global mortality figures
http://info.cancerresearchuk.org/cancerstats/faqs
Global numbers
 In 2012 about 14.1 million cases in cancer occurred globally (excluding
skin cancer). Common types are
 Cancer risk increases with age. It occurs more commonly in the developed
world due to increased life expectancy and lifestyle choices.
 The financial costs of cancer is estimated to be $1.16 trillion in 2010
according to the World Cancer Report.
Males Females
Lung cancer Breast cancer
Prostate cancer Lung cancer
Colorectal cancer Colorectal cancer
Stomach cancer Cervical cancer
Lung Cancer
 Small cell lung cancer (SCLC): Highly aggressive with a high likelihood
of metastases at diagnosis. Mostly, patients are treated with
chemotherapy.
 Non-small cell lung cancer (NSCLC): About one third of the patients are
diagnosed with this subtype. If caught early enough, then the likelihood
of the cancer being local to the lungs is high. Therefore surgery is a
valid treatment option, although the chances for NSCLS patients to
develop recurrences after surgery is still to be quantified at 30%-60%.
Lung Cancer
 Now, in recent years more effective therapies have been developed to target very
specific molecules or pathways that influence the cancer tumor. One example is the
anaplastic lymphoma kinase (ALK). Clinical trials have shown that patients with
tumors driven by these aberrant genes can be treated with very specific drugs
resulting in response rates of over 60%.
 Craddock et. al. (2013) provides an extensive list of genes that have mutated forms
linked to lung cancers. The variations are typically simple mutations that can be
tested effectively via a gene panels
CeritinibCrizotinib
Impact of Ceritinib
Cost of testing in personalized medicine
 Result of recent phase III study compared crizotinib with standard chemotherapy
in patients with locally advanced or metastatic ALK-positive lung cancer:
- median progression-free survival (PFS), 7.7 versus 3.0 months;
- response rate: 65% versus 20%; and
- symptoms and quality of life were also substantially better.
- 64% of the group receiving chemotherapy crossed over to crizotinib.
 Besides the cost of the drug itself, one main questions remains unanswered:
- Can we afford to screen everyone with lung cancer, given that only 3% to 5% of the
population will be ALK positive
- Need to screen 100 patients to find approximately three who test positive. The only US
Food and Drug Administration–approved test is the Vysis LSI ALK Break Apart FISH
Probe Kit (Abbott Molecular), with near 100% accuracy but at a cost of more than
$250/test.
Kelly, R; Hillner, B; Smith, T. “Cost Effectiveness of Crizotinib of Anaplastic Lymphoma Kinase-Positve, Non-
Small Cell Lung Cancer: Who is going to Blink at the costs?” , American Society of Clinical Oncology 2014
Limitations of Companion Dx
Drugs in
development
Approved
drugs
Mutated
Genes
Patient
(e.g. lung
cancer)
Cancer Gene Panel Workflow – An Overview
Sample Prep
Sequencing
Alignment Diagnosis
Filtering and
Annotation
Variant Calling
Review by
Committee
Final Report
Patient
Communication
Ion AmpliSeq Cancer Hotspot Panel
Sample prep
Somatic Variant Discovery Pipeline
Sequence
Reads
(Tumor)
Sequence
Reads
(Normal)
Reference
Genome Score/
QC
by
filters
Visual
QC
Anno-
tated
Variants
Inputs Algorithms Results
Read
alignments
Somatic SNV/
indel discovery
Somatic
structural
variant
discovery
Copy
number
alterations
Bioinformatics of Alignment
Alignment and Variant Calling
1. TCAGACTGGAA
2. AGACTGGAAGC
3. AGTCAAATTGG
4. CAGACTGGAAG
5. CAGTCAAATTG
6. GTCAAATTGGA
7. AGACTGGAAGC
8. TCAAATTGGAA
TCAGACTGGAA
AGACTGGAAGC
AGTCAGATTGG
CAGACTGGAAG
CAGTCAAATTG
GTCAGATTGGA
AGACTGGAAGC
TCAAATTGGAA
FASTQ File BAM File
REF: CAGTCAGATTGGAAGC
Alignment
Position 7, Genotype: G/A, AF=0.25
Position 9, Genotype: T/C, AF=0.5
VCF File
Calling a Variant in a tumor/normal sample
Torrent Server Variant Caller
 Configure parameters through
Torrent Server Web interface
 TMAP Alignment Algorithm
 Custom Hybrid Variant Caller
 AmpliSeq Cancer Panel
“Workflow”
- Tuned to detect very low allele freq
variants
- Input “HotSpot” file forces calls for
known somatic variant sites via
COSMIC
- Target region BED provides
coverage stats per region
- Can customize thresholds for
scenarios like circulating tumor cells
Annotation Sources
DEMO
VarSeq DEMO
MedGenome Partnership
 Extensive expert curated cancer focused knowledge base
 OncoMD
- Variant level annotations
- Gene information
- Drug information
- On label use
- Off label use
- Response rate
- Clinical trial information
 Integration with VarSeq
coming soon
Partnership with Fluxion Bio
Introductory period for VarSeq ends March 31 2015
 Launch in October 2014 covered by GenomeWeb. Just released VarSeq
1.1.1: Gene ranking via PhoRank, Custom Variant Data Base, Log File
(Compliance), Note Editor (Reporting)
 Presentations at ASHG in October 2014 and TriCon 2015
 Customer Announcements
- Northshore Next Gen Sequencing Lab (see press release)
- Prevention Genetics (see https://www.genomeweb.com/business-
news/preventiongenetics-use-goldenhelixs-varseq-dx-test-offering)
 Partnerships
- Fluxion Bio
- MedGenome
Resources
http://goldenhelix.com/resources/ebooks/GeneticTestingforCancer.html
Outlook
Lawrence et al, Nature 2014
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Cancer Gene Panels

  • 1. Dr. Andreas SchererDr. Andreas Scherer President and CEO Golden Helix, Inc. scherer@goldenhelix.com Twitter: andreasscherer Cancer Gene Panels
  • 2. About Golden Helix - Founded in 1998 - Main outside investor: GSK - Referenced by Gartner in the 2014 Hype Cycle for Life Sciences - Providing analytics software for research and clinicians - Thousands of users in hundreds of organizations world wide
  • 4. Cancer is a disease of the genome! Theodore Boveri (1862 – 1915) Sea Urchins
  • 5. Use the Questions pane in your GoToWebinar window Questions during the presentation
  • 8. Global numbers  In 2012 about 14.1 million cases in cancer occurred globally (excluding skin cancer). Common types are  Cancer risk increases with age. It occurs more commonly in the developed world due to increased life expectancy and lifestyle choices.  The financial costs of cancer is estimated to be $1.16 trillion in 2010 according to the World Cancer Report. Males Females Lung cancer Breast cancer Prostate cancer Lung cancer Colorectal cancer Colorectal cancer Stomach cancer Cervical cancer
  • 9. Lung Cancer  Small cell lung cancer (SCLC): Highly aggressive with a high likelihood of metastases at diagnosis. Mostly, patients are treated with chemotherapy.  Non-small cell lung cancer (NSCLC): About one third of the patients are diagnosed with this subtype. If caught early enough, then the likelihood of the cancer being local to the lungs is high. Therefore surgery is a valid treatment option, although the chances for NSCLS patients to develop recurrences after surgery is still to be quantified at 30%-60%.
  • 10. Lung Cancer  Now, in recent years more effective therapies have been developed to target very specific molecules or pathways that influence the cancer tumor. One example is the anaplastic lymphoma kinase (ALK). Clinical trials have shown that patients with tumors driven by these aberrant genes can be treated with very specific drugs resulting in response rates of over 60%.  Craddock et. al. (2013) provides an extensive list of genes that have mutated forms linked to lung cancers. The variations are typically simple mutations that can be tested effectively via a gene panels CeritinibCrizotinib
  • 12. Cost of testing in personalized medicine  Result of recent phase III study compared crizotinib with standard chemotherapy in patients with locally advanced or metastatic ALK-positive lung cancer: - median progression-free survival (PFS), 7.7 versus 3.0 months; - response rate: 65% versus 20%; and - symptoms and quality of life were also substantially better. - 64% of the group receiving chemotherapy crossed over to crizotinib.  Besides the cost of the drug itself, one main questions remains unanswered: - Can we afford to screen everyone with lung cancer, given that only 3% to 5% of the population will be ALK positive - Need to screen 100 patients to find approximately three who test positive. The only US Food and Drug Administration–approved test is the Vysis LSI ALK Break Apart FISH Probe Kit (Abbott Molecular), with near 100% accuracy but at a cost of more than $250/test. Kelly, R; Hillner, B; Smith, T. “Cost Effectiveness of Crizotinib of Anaplastic Lymphoma Kinase-Positve, Non- Small Cell Lung Cancer: Who is going to Blink at the costs?” , American Society of Clinical Oncology 2014
  • 13. Limitations of Companion Dx Drugs in development Approved drugs Mutated Genes Patient (e.g. lung cancer)
  • 14. Cancer Gene Panel Workflow – An Overview Sample Prep Sequencing Alignment Diagnosis Filtering and Annotation Variant Calling Review by Committee Final Report Patient Communication
  • 15. Ion AmpliSeq Cancer Hotspot Panel
  • 17. Somatic Variant Discovery Pipeline Sequence Reads (Tumor) Sequence Reads (Normal) Reference Genome Score/ QC by filters Visual QC Anno- tated Variants Inputs Algorithms Results Read alignments Somatic SNV/ indel discovery Somatic structural variant discovery Copy number alterations
  • 19. Alignment and Variant Calling 1. TCAGACTGGAA 2. AGACTGGAAGC 3. AGTCAAATTGG 4. CAGACTGGAAG 5. CAGTCAAATTG 6. GTCAAATTGGA 7. AGACTGGAAGC 8. TCAAATTGGAA TCAGACTGGAA AGACTGGAAGC AGTCAGATTGG CAGACTGGAAG CAGTCAAATTG GTCAGATTGGA AGACTGGAAGC TCAAATTGGAA FASTQ File BAM File REF: CAGTCAGATTGGAAGC Alignment Position 7, Genotype: G/A, AF=0.25 Position 9, Genotype: T/C, AF=0.5 VCF File
  • 20. Calling a Variant in a tumor/normal sample
  • 21. Torrent Server Variant Caller  Configure parameters through Torrent Server Web interface  TMAP Alignment Algorithm  Custom Hybrid Variant Caller  AmpliSeq Cancer Panel “Workflow” - Tuned to detect very low allele freq variants - Input “HotSpot” file forces calls for known somatic variant sites via COSMIC - Target region BED provides coverage stats per region - Can customize thresholds for scenarios like circulating tumor cells
  • 22.
  • 25. MedGenome Partnership  Extensive expert curated cancer focused knowledge base  OncoMD - Variant level annotations - Gene information - Drug information - On label use - Off label use - Response rate - Clinical trial information  Integration with VarSeq coming soon
  • 27. Introductory period for VarSeq ends March 31 2015  Launch in October 2014 covered by GenomeWeb. Just released VarSeq 1.1.1: Gene ranking via PhoRank, Custom Variant Data Base, Log File (Compliance), Note Editor (Reporting)  Presentations at ASHG in October 2014 and TriCon 2015  Customer Announcements - Northshore Next Gen Sequencing Lab (see press release) - Prevention Genetics (see https://www.genomeweb.com/business- news/preventiongenetics-use-goldenhelixs-varseq-dx-test-offering)  Partnerships - Fluxion Bio - MedGenome
  • 29. Outlook Lawrence et al, Nature 2014
  • 30. Use the Questions pane in your GoToWebinar window Questions?