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Determination of Performance Characteristics
Analytical Sensitivity – LOD and Sensitivity
• The Analytical Sensitivity (LOD) refers to the allelic fraction (SNV or
INDEL) or copy number (CNV) where variants can be consistently
called above non-variant alleles.
• 2 operators, 2 replicates per operator
• n=3 cell lines (KRAS, TP53, EGFR) for SNV/INDEL
• n=2 cell lines (HER2, MET), n=1 FFPE (Breast, HER2) for CNV
Specificity and Accuracy
• Specificity and Accuracy were assessed via comparison to orthogonal
methods.
• n=131 OCAv3 driver variants identified by orthogonal screening of
114 samples (FFPE, cell lines); 27 unique variants from 15 genes
• Orthogonal Methodology: SNV▲, INDEL ▲,CNV■, Fusion●
▲ Sanger Sequencing & OncomineTM Focus Assay NGS, ■ FISH, ● qPCR & PervenioTM Lung NGS
Precision
• Precision assesses assay variability across multiple combinations of
operators, instruments and library preparations.
Repeatability (intra-operator) FFPE n=4, cell line n=2
• 3 replicates by single operator within a 24 hour period
Reproducibility (inter-operator) FFPE n=11, cell lines n=3
• 1 replicate by 4 operators using different Ion ChefTM and
Ion S5TM instrument combinations
■ Called by IR
■ Not called by IR
5% AF cutoff
FFPE sample
DNA+RNA
Extraction
DNA+RNA
Sequencing
Library Prep
Barcoded
Library
Chef
Templating
Templated
Chip
Sequencing
Results
INTRODUCTION
•The Oncomine™ Comprehensive Assay v3 (OCAv3) is a pan-cancer
targeted NGS panel designed to detect somatic single-nucleotide variants
(SNV), insertions and deletions (INDEL), copy number variants (CNV), and
gene fusions in 161 genes.
•OCAv3 utilizes Ion AmpliSeqTM chemistry, allowing for DNA and RNA inputs
as low as 10 ng of extracted material from formalin-fixed paraffin embedded
(FFPE) tumor samples.
• Presented here is an analytical validation of OCAv3 at the Life
Technologies Clinical Services Laboratory (LTCSL), a CAP-accredited and
CLIA-certified clinical laboratory. Analytical validations provide evidence of
consistently accurate and relevant sequencing results.
•As required by the Clinical Laboratory Improvement Amendments, and both
CAP/AMP and New York State Somatic NGS guidelines, the analytical
validation included assessment of OCAv3 performance characteristics,
including analytical sensitivity (encompassing Limit-of-Detection (LOD)
and Sensitivity), Specificity, Accuracy and Precision across a range of
variants and variant types.
MATERIALS AND METHODS
Samples Tested
•A combination of FFPE tumor samples and cell lines harboring known
mutations were used to evaluate OCAv3 performance characteristics
•FFPE specimens, n=99
• Nine different tumor types from the following locations:
Colon (39), Prostate (18), Lung (17), Breast (15), Brain (3),
Melanoma (2), Stomach (2) and Uterus (2), Pancreas (1)
• Cell lines, n=11
• Known tumor SNV, INDEL, CNV and fusions
Workflow
•Following pathology assessment and microdissection, FFPE and cell
lines underwent DNA and RNA extraction using a single-lysate method
(RecoverAllTM Total Nucleic Acid Isolation Kit for FFPE, AM1975,
Thermo Fisher Scientific).
•10 ng inputs (DNA and RNA for DNA and fusion libraries, respectively)
were used for manual sample amplification and barcoded library
synthesis (OCAv3M, A36111, Thermo Fisher Scientific)
•Automated Ion ChefTM templating of barcoded DNA and fusion library
pools was performed.
•Sequencing of templated DNA and fusion library pools was
accomplished using an Ion S5TM XL semiconductor sequencer on a Ion
540TM sequencing chip.
Akemi Yuki, James Chitwood, Harwinder Sidhu, Benjamin Kong, Vanessa Dasalla, James Black, Suzanne Salazar, John Williamson
Life Technologies Clinical Services Laboratory, 910 Riverside Parkway, West Sacramento, CA, 95605
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and Cell
Line Tumor Specimens in a CAP-Accredited and CLIA-Certified Clinical Laboratory
Figure 1 OCA Workflow from Sample to Sequencing
Figure 2 Representative Torrent Suite Software Sequencing Output
A) Ion 540TM Ion SphereTM loading image (loading here is typical of a run producing 80 million
sequencing reads). B) Histogram showing count and length of DNA library sequenced fragments.
C) Histogram showing count and length of Fusion library sequenced fragments.
MATERIALS AND METHODS (cont.) RESULTS
CONCLUSIONS
• This analytical validation, performed in a CAP-accredited and CLIA-
certified laboratory, demonstrates that OCAv3 panel produces data
that is highly accurate, reproducible, sensitive, and precise for
sequencing in a variety of FFPE-derived tumor tissues using low
amounts of DNA and RNA input.
• All performance characteristics evaluated were at 90% and above for
a wide array of biologically relevant variants
• After concluding the validation, the OCAv3 workflow was then scaled
up and applied to a clinical trial. Over the course of fifteen months,
more than 2,500 research specimens were sequenced. On
average,180 samples were tested each month while maintaining an
average turn around time of 10 days from sample receipt to report
generation (excluding repeat sequencing).
• The success rate of the assay during the trial (as defined by obtaining
reportable variant results from a sample) was over 95%.
REFERENCES
1. Jennings LJ, Arcila ME, et al. Guidelines for Validation of Next-
Generation Sequencing-Based Oncology Panels: A Joint Consensus
Recommendation of the Association for Molecular Pathology and
College of American Pathologists. J Mol Diagn. 2017 May; 19(3):341-365
2. “Next Generation” Sequencing (NGS) guidelines for somatic genetic
variant detection. New York State Department of Health. 2016.
ACKNOWLEDGEMENTS
• Patients and their families for the donation of samples to scientific
study.
• The LTCSL leadership team: Tina Huan, Suzanne Salazar, Roxana
White and Kimberly McCall allowed this study to be carried out.
• All the talented members of LTCSL.
Disclaimer
For Research Use Only. Not for use in diagnostic procedures.
Performance
Characteristic
SNV INDEL CNV
FUSION> 250 reads
> 5% MAF
>250 reads
> 5% MAF
> 50% tumor
> 7 copies
LOD performance >99% >99% >99% N/A
Sensitivity >99% >99% >99% >99%
Specificity >99% >99% >99% >99%
Accuracy >99% >99% >99% >99%
Repeatability >99% 90% >99% >99%
Reproducibility 96% 97% >99% 95%
Table 2 OCAv3 Performance Characteristic Results for all Variant Types
Table 1 LOD Performance for INDEL Called by Ion ReporterTM (IR) Using a
Cell Line Dilution Series
Dilution Series
1
2
3
4
5
6
7
6.1%
Replicate 1 Replicate 2
EGFR p.Glu746_Ala750del Allele Frequency
87.0%
22.0%
89.0%
20.0%
5.7%
3.8%
3.2%
NDND
4.9%
3.5%
1.3% ND
A B
C

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Analytical Validation of 161-Gene NGS Panel in CLIA Lab

  • 1. ©2018 Thermo Fisher Scientific Inc. All rights reserved. All trademarks are the property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified. Determination of Performance Characteristics Analytical Sensitivity – LOD and Sensitivity • The Analytical Sensitivity (LOD) refers to the allelic fraction (SNV or INDEL) or copy number (CNV) where variants can be consistently called above non-variant alleles. • 2 operators, 2 replicates per operator • n=3 cell lines (KRAS, TP53, EGFR) for SNV/INDEL • n=2 cell lines (HER2, MET), n=1 FFPE (Breast, HER2) for CNV Specificity and Accuracy • Specificity and Accuracy were assessed via comparison to orthogonal methods. • n=131 OCAv3 driver variants identified by orthogonal screening of 114 samples (FFPE, cell lines); 27 unique variants from 15 genes • Orthogonal Methodology: SNV▲, INDEL ▲,CNV■, Fusion● ▲ Sanger Sequencing & OncomineTM Focus Assay NGS, ■ FISH, ● qPCR & PervenioTM Lung NGS Precision • Precision assesses assay variability across multiple combinations of operators, instruments and library preparations. Repeatability (intra-operator) FFPE n=4, cell line n=2 • 3 replicates by single operator within a 24 hour period Reproducibility (inter-operator) FFPE n=11, cell lines n=3 • 1 replicate by 4 operators using different Ion ChefTM and Ion S5TM instrument combinations ■ Called by IR ■ Not called by IR 5% AF cutoff FFPE sample DNA+RNA Extraction DNA+RNA Sequencing Library Prep Barcoded Library Chef Templating Templated Chip Sequencing Results INTRODUCTION •The Oncomine™ Comprehensive Assay v3 (OCAv3) is a pan-cancer targeted NGS panel designed to detect somatic single-nucleotide variants (SNV), insertions and deletions (INDEL), copy number variants (CNV), and gene fusions in 161 genes. •OCAv3 utilizes Ion AmpliSeqTM chemistry, allowing for DNA and RNA inputs as low as 10 ng of extracted material from formalin-fixed paraffin embedded (FFPE) tumor samples. • Presented here is an analytical validation of OCAv3 at the Life Technologies Clinical Services Laboratory (LTCSL), a CAP-accredited and CLIA-certified clinical laboratory. Analytical validations provide evidence of consistently accurate and relevant sequencing results. •As required by the Clinical Laboratory Improvement Amendments, and both CAP/AMP and New York State Somatic NGS guidelines, the analytical validation included assessment of OCAv3 performance characteristics, including analytical sensitivity (encompassing Limit-of-Detection (LOD) and Sensitivity), Specificity, Accuracy and Precision across a range of variants and variant types. MATERIALS AND METHODS Samples Tested •A combination of FFPE tumor samples and cell lines harboring known mutations were used to evaluate OCAv3 performance characteristics •FFPE specimens, n=99 • Nine different tumor types from the following locations: Colon (39), Prostate (18), Lung (17), Breast (15), Brain (3), Melanoma (2), Stomach (2) and Uterus (2), Pancreas (1) • Cell lines, n=11 • Known tumor SNV, INDEL, CNV and fusions Workflow •Following pathology assessment and microdissection, FFPE and cell lines underwent DNA and RNA extraction using a single-lysate method (RecoverAllTM Total Nucleic Acid Isolation Kit for FFPE, AM1975, Thermo Fisher Scientific). •10 ng inputs (DNA and RNA for DNA and fusion libraries, respectively) were used for manual sample amplification and barcoded library synthesis (OCAv3M, A36111, Thermo Fisher Scientific) •Automated Ion ChefTM templating of barcoded DNA and fusion library pools was performed. •Sequencing of templated DNA and fusion library pools was accomplished using an Ion S5TM XL semiconductor sequencer on a Ion 540TM sequencing chip. Akemi Yuki, James Chitwood, Harwinder Sidhu, Benjamin Kong, Vanessa Dasalla, James Black, Suzanne Salazar, John Williamson Life Technologies Clinical Services Laboratory, 910 Riverside Parkway, West Sacramento, CA, 95605 Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and Cell Line Tumor Specimens in a CAP-Accredited and CLIA-Certified Clinical Laboratory Figure 1 OCA Workflow from Sample to Sequencing Figure 2 Representative Torrent Suite Software Sequencing Output A) Ion 540TM Ion SphereTM loading image (loading here is typical of a run producing 80 million sequencing reads). B) Histogram showing count and length of DNA library sequenced fragments. C) Histogram showing count and length of Fusion library sequenced fragments. MATERIALS AND METHODS (cont.) RESULTS CONCLUSIONS • This analytical validation, performed in a CAP-accredited and CLIA- certified laboratory, demonstrates that OCAv3 panel produces data that is highly accurate, reproducible, sensitive, and precise for sequencing in a variety of FFPE-derived tumor tissues using low amounts of DNA and RNA input. • All performance characteristics evaluated were at 90% and above for a wide array of biologically relevant variants • After concluding the validation, the OCAv3 workflow was then scaled up and applied to a clinical trial. Over the course of fifteen months, more than 2,500 research specimens were sequenced. On average,180 samples were tested each month while maintaining an average turn around time of 10 days from sample receipt to report generation (excluding repeat sequencing). • The success rate of the assay during the trial (as defined by obtaining reportable variant results from a sample) was over 95%. REFERENCES 1. Jennings LJ, Arcila ME, et al. Guidelines for Validation of Next- Generation Sequencing-Based Oncology Panels: A Joint Consensus Recommendation of the Association for Molecular Pathology and College of American Pathologists. J Mol Diagn. 2017 May; 19(3):341-365 2. “Next Generation” Sequencing (NGS) guidelines for somatic genetic variant detection. New York State Department of Health. 2016. ACKNOWLEDGEMENTS • Patients and their families for the donation of samples to scientific study. • The LTCSL leadership team: Tina Huan, Suzanne Salazar, Roxana White and Kimberly McCall allowed this study to be carried out. • All the talented members of LTCSL. Disclaimer For Research Use Only. Not for use in diagnostic procedures. Performance Characteristic SNV INDEL CNV FUSION> 250 reads > 5% MAF >250 reads > 5% MAF > 50% tumor > 7 copies LOD performance >99% >99% >99% N/A Sensitivity >99% >99% >99% >99% Specificity >99% >99% >99% >99% Accuracy >99% >99% >99% >99% Repeatability >99% 90% >99% >99% Reproducibility 96% 97% >99% 95% Table 2 OCAv3 Performance Characteristic Results for all Variant Types Table 1 LOD Performance for INDEL Called by Ion ReporterTM (IR) Using a Cell Line Dilution Series Dilution Series 1 2 3 4 5 6 7 6.1% Replicate 1 Replicate 2 EGFR p.Glu746_Ala750del Allele Frequency 87.0% 22.0% 89.0% 20.0% 5.7% 3.8% 3.2% NDND 4.9% 3.5% 1.3% ND A B C