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A User’s Perspective: Somatic Variant
Analysis in VarSeq 2.3.0
December 7, 2022
Presented by the Golden Helix Field Application Scientist Team
Jennifer Dankoff, PhD, Rana Smalling, PhD, and Solomon Reinman,TechnicalFAS
2
A User’s Perspective: Somatic Variant
Analysis in VarSeq 2.3.0
December 7, 2022
Presented by the Golden Helix Field Application Scientist Team
Jennifer Dankoff, PhD, Rana Smalling, PhD, and Solomon Reinman,TechnicalFAS
NIH Grant Funding Acknowledgments
4
• Research reported in this publication was supported by the National Institute Of General Medical Sciences of
the National Institutes of Health under:
o Award Number R43GM128485-01
o Award Number R43GM128485-02
o Award Number 2R44 GM125432-01
o Award Number 2R44 GM125432-02
o Montana SMIR/STTRMatching Funds ProgramGrant Agreement Number 19-51-RCSBIR-005
• PI is Dr. Andreas Scherer, CEO of Golden Helix.
• The content is solely the responsibility of the authors and does not necessarily represent the official views of the
National Institutes of Health.
Who Are We?
5
Golden Helix is a global bioinformatics company founded in 1998
Filtering and Annotation
ACMG & AMP Guidelines
Clinical Reports
CNV Analysis
CNV Analysis
GWAS | Genomic Prediction
Large-N Population Studies
RNA-Seq
Large-N CNV-Analysis
Variant Warehouse
Centralized Annotations
Hosted Reports
Sharing and Integration
Pipeline: Run Workflows
Cited in 1,000s of Peer-Reviewed Publications
6
Over 400 Customers Globally
7
The Golden Helix Difference
8
FLEXIBLE DEPLOYMENT
On premise or in a private
cloud
BUSINESS MODEL
Annual fee for software,
training and support
CLIENT CENTRIC
Unlimited support from the
very beginning
SINGLE SOLUTION
Comprehensive cancer and
germline diagnostics
SCALABILITY
Gene panels to whole
exomes or genomes
THROUGHPUT
Automated pipeline
capabilities
QUALITY
Clinical reports correct the
first time
9
Today’s Agenda
A User’s Perspective: Somatic Variant Analysis in VarSeq 2.3.0
10
Solomon Reinman
Technical Field Application Scientist
• Somatic workflow design
• The joys of automation
Rana Smalling, PhD
Field Application Scientist
• Optimizing somatic variant evaluation
• Updates to CancerKB
Jennifer Dankoff, PhD
Field Application Scientist
• Completing an evaluation
• New report templates
11
Basic considerations for somatic workflows
12
August 2022 Webcast by Solomon Reinman - User perspective for somatic analysis in VSClinical AMP
• Common Filtering Strategies:
o Variant Quality
o Remove Common
o Gene Impact
o ACMG Classifier to remove benign variants
o Somatic/tumor panels/phenotypes
• Project versus template
• Built into template
o NGS coverage reporting
o CNV calling and analysis
o Sample demographics
13
VCF &
BAM/
CRAM
Import
Annotation
& Filtering
Evaluation
& Report
• Import all major genomic variant classes,
i.e. comprehensive genomic profiling (CGP):
o SNVs/Indels
o Copy number variations
o Breakends/Fusions
o Splice variants
• Genomic signatures that describe overall state of somatic genome
• Improved automation in VarSeq 2.3.0’s VSPipeline
o Value: Increasing automation capability to 100%
VSPipeline: automating import
to clinical report
The Value of NGS Automation
14
Test Size and Volume
• Increased number of NGS
samples
• Scale increasing from panels to
WES and WGS
• Comprehensive NGS
workflows
• Fixed cost licensing
Automation
• VSPipeline automates NGS
analysis
• CancerKB auto-applies to
evaluation biomarkers
• Scriptable AMP evaluation
• Auto-generate Clinical Reports
Warehouse
• Cohort variant frequencies
• Host Interpretation
Knowledgebase
• Integration with external
systems
Golden Helix CancerKB V2.0
15
• High-quality expert-curated biomarker and drug
interpretations
• Accurate information, up-to-date with what is
available in the cancer field
• Each interpretation reviewed by expert curator
• Knowledge base updated monthly
• Key to VSPipeline -> VSClinical automation
• New and exciting features!
TSO-500 genes
Interpretation for all 523 genes
included in TSO-500 kit
Updates to CancerKB
16
Copy Number
Base Substitutions
Expanded Interpretations
Increased Tier 1 and 2 interpretations
Genomic Signatures
17 new Genomic Signatures
Drug descriptions
147 new drug descriptions with indications
Combination biomarkers
Report on combinations of biomarkers
including negative findingsand
biomarker impacts
Tumor Specific FDA therapies
82 new interpretations for FDA approved
therapies at tumor type level
New biomarker typesand
genomic signatures
17
• TSO-500 genes, fusions and more
• Genomic signatures including but
not limited to:
o TMB
o MSI
o PD-L1
o PMSA
• Combination biomarkers
o BRAF negative findings
• Gene impact
o BRAF Activating
o Loss/Gain of Function
New drug interpretations
18
• Detailed drug descriptions
o Commercial label- “Keytruda"
o Mechanism of action- “Anti PD-1"
o Status- "Approved" vs "Investigational"
o Indications for use- "Solid Tumors with MSI-high"
o Drug Class- "Immune Checkpoint inhibitor"
• Lists available clinical trials
New Report Templates
19
• New somatic report templates
include:
o Report MSI, TMB
o Other Genomic Signatures
o Structural variants
o Negative findings
Put template
screenshot
here
Example Biomarkers
20
• Colorectal cancer sample:
o MSH6 LOF
o Gene Signature: TMB High
o Gene signature: MSI High
o BRAF/KRAS negative finding – colorectal
Put variants to
evaluate
screenshot
here?
21
Product Demo
NIH Grant Funding Acknowledgments
22
• Research reported in this publication was supported by the National Institute Of General Medical Sciences of
the National Institutes of Health under:
o Award Number R43GM128485-01
o Award Number R43GM128485-02
o Award Number 2R44 GM125432-01
o Award Number 2R44 GM125432-02
o Montana SMIR/STTRMatching Funds ProgramGrant Agreement Number 19-51-RCSBIR-005
• PI is Dr. Andreas Scherer, CEO of Golden Helix.
• The content is solely the responsibility of the authors and does not necessarily represent the official views of the
National Institutes of Health.
23
eBook Update: Clinical Variant Analysis for Cancer
24
Want a free copy? Request one in the questions or chat panel and
our team will follow up with you!
Innovation Awards
25
The 2023 Golden Helix Innovation Awards will run from Dec. 1st, 2022 - Feb. 28th, 2023
• We want to see how YOU are using our tools to the best of their ability.
• Anyone using Golden Helix Software tools is eligible to submit for entry, and no prior publication of
research is required.
• Submissions can be for clinical or hospital laboratory work, academic research, government, or
commercial, we just want to see great examples of your workflows.
• 3 winners, each receiving 1 user license for either SVS or VarSeq, and first place receiving in addition
a Dell Latitude 5000 series laptop.
• All winners will receive the opportunity to present their research via webcast.
Goldenhelix.com/events/Innovation_Awards
Awards
26
27

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A User’s Perspective: Somatic Variant Analysis in VarSeq 2.3.0

  • 1. A User’s Perspective: Somatic Variant Analysis in VarSeq 2.3.0 December 7, 2022 Presented by the Golden Helix Field Application Scientist Team Jennifer Dankoff, PhD, Rana Smalling, PhD, and Solomon Reinman,TechnicalFAS
  • 2. 2
  • 3. A User’s Perspective: Somatic Variant Analysis in VarSeq 2.3.0 December 7, 2022 Presented by the Golden Helix Field Application Scientist Team Jennifer Dankoff, PhD, Rana Smalling, PhD, and Solomon Reinman,TechnicalFAS
  • 4. NIH Grant Funding Acknowledgments 4 • Research reported in this publication was supported by the National Institute Of General Medical Sciences of the National Institutes of Health under: o Award Number R43GM128485-01 o Award Number R43GM128485-02 o Award Number 2R44 GM125432-01 o Award Number 2R44 GM125432-02 o Montana SMIR/STTRMatching Funds ProgramGrant Agreement Number 19-51-RCSBIR-005 • PI is Dr. Andreas Scherer, CEO of Golden Helix. • The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
  • 5. Who Are We? 5 Golden Helix is a global bioinformatics company founded in 1998 Filtering and Annotation ACMG & AMP Guidelines Clinical Reports CNV Analysis CNV Analysis GWAS | Genomic Prediction Large-N Population Studies RNA-Seq Large-N CNV-Analysis Variant Warehouse Centralized Annotations Hosted Reports Sharing and Integration Pipeline: Run Workflows
  • 6. Cited in 1,000s of Peer-Reviewed Publications 6
  • 7. Over 400 Customers Globally 7
  • 8. The Golden Helix Difference 8 FLEXIBLE DEPLOYMENT On premise or in a private cloud BUSINESS MODEL Annual fee for software, training and support CLIENT CENTRIC Unlimited support from the very beginning SINGLE SOLUTION Comprehensive cancer and germline diagnostics SCALABILITY Gene panels to whole exomes or genomes THROUGHPUT Automated pipeline capabilities QUALITY Clinical reports correct the first time
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  • 10. Today’s Agenda A User’s Perspective: Somatic Variant Analysis in VarSeq 2.3.0 10 Solomon Reinman Technical Field Application Scientist • Somatic workflow design • The joys of automation Rana Smalling, PhD Field Application Scientist • Optimizing somatic variant evaluation • Updates to CancerKB Jennifer Dankoff, PhD Field Application Scientist • Completing an evaluation • New report templates
  • 11. 11
  • 12. Basic considerations for somatic workflows 12 August 2022 Webcast by Solomon Reinman - User perspective for somatic analysis in VSClinical AMP • Common Filtering Strategies: o Variant Quality o Remove Common o Gene Impact o ACMG Classifier to remove benign variants o Somatic/tumor panels/phenotypes • Project versus template • Built into template o NGS coverage reporting o CNV calling and analysis o Sample demographics
  • 13. 13 VCF & BAM/ CRAM Import Annotation & Filtering Evaluation & Report • Import all major genomic variant classes, i.e. comprehensive genomic profiling (CGP): o SNVs/Indels o Copy number variations o Breakends/Fusions o Splice variants • Genomic signatures that describe overall state of somatic genome • Improved automation in VarSeq 2.3.0’s VSPipeline o Value: Increasing automation capability to 100% VSPipeline: automating import to clinical report
  • 14. The Value of NGS Automation 14 Test Size and Volume • Increased number of NGS samples • Scale increasing from panels to WES and WGS • Comprehensive NGS workflows • Fixed cost licensing Automation • VSPipeline automates NGS analysis • CancerKB auto-applies to evaluation biomarkers • Scriptable AMP evaluation • Auto-generate Clinical Reports Warehouse • Cohort variant frequencies • Host Interpretation Knowledgebase • Integration with external systems
  • 15. Golden Helix CancerKB V2.0 15 • High-quality expert-curated biomarker and drug interpretations • Accurate information, up-to-date with what is available in the cancer field • Each interpretation reviewed by expert curator • Knowledge base updated monthly • Key to VSPipeline -> VSClinical automation • New and exciting features!
  • 16. TSO-500 genes Interpretation for all 523 genes included in TSO-500 kit Updates to CancerKB 16 Copy Number Base Substitutions Expanded Interpretations Increased Tier 1 and 2 interpretations Genomic Signatures 17 new Genomic Signatures Drug descriptions 147 new drug descriptions with indications Combination biomarkers Report on combinations of biomarkers including negative findingsand biomarker impacts Tumor Specific FDA therapies 82 new interpretations for FDA approved therapies at tumor type level
  • 17. New biomarker typesand genomic signatures 17 • TSO-500 genes, fusions and more • Genomic signatures including but not limited to: o TMB o MSI o PD-L1 o PMSA • Combination biomarkers o BRAF negative findings • Gene impact o BRAF Activating o Loss/Gain of Function
  • 18. New drug interpretations 18 • Detailed drug descriptions o Commercial label- “Keytruda" o Mechanism of action- “Anti PD-1" o Status- "Approved" vs "Investigational" o Indications for use- "Solid Tumors with MSI-high" o Drug Class- "Immune Checkpoint inhibitor" • Lists available clinical trials
  • 19. New Report Templates 19 • New somatic report templates include: o Report MSI, TMB o Other Genomic Signatures o Structural variants o Negative findings Put template screenshot here
  • 20. Example Biomarkers 20 • Colorectal cancer sample: o MSH6 LOF o Gene Signature: TMB High o Gene signature: MSI High o BRAF/KRAS negative finding – colorectal Put variants to evaluate screenshot here?
  • 22. NIH Grant Funding Acknowledgments 22 • Research reported in this publication was supported by the National Institute Of General Medical Sciences of the National Institutes of Health under: o Award Number R43GM128485-01 o Award Number R43GM128485-02 o Award Number 2R44 GM125432-01 o Award Number 2R44 GM125432-02 o Montana SMIR/STTRMatching Funds ProgramGrant Agreement Number 19-51-RCSBIR-005 • PI is Dr. Andreas Scherer, CEO of Golden Helix. • The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
  • 23. 23
  • 24. eBook Update: Clinical Variant Analysis for Cancer 24 Want a free copy? Request one in the questions or chat panel and our team will follow up with you!
  • 25. Innovation Awards 25 The 2023 Golden Helix Innovation Awards will run from Dec. 1st, 2022 - Feb. 28th, 2023 • We want to see how YOU are using our tools to the best of their ability. • Anyone using Golden Helix Software tools is eligible to submit for entry, and no prior publication of research is required. • Submissions can be for clinical or hospital laboratory work, academic research, government, or commercial, we just want to see great examples of your workflows. • 3 winners, each receiving 1 user license for either SVS or VarSeq, and first place receiving in addition a Dell Latitude 5000 series laptop. • All winners will receive the opportunity to present their research via webcast. Goldenhelix.com/events/Innovation_Awards
  • 27. 27