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Multi Institutional Evaluation of a High Sensitive NGS Assay for Liquid Biopsy Mutation Detection in Lung Cancer
Dr. Claudia Vollbrecht Charité Medical University Berlin Institute of Pathology 05 April 2017
Conflicts of interest
DISCLOSURE I have the following potential conflict(s) of interest to report
• Congress fees paid by Thermo Fisher Scientific
2
3
LIQUID BIOPSIES - A PROMISING TOOL FOR FUTURE
• Early, non-invasive detection of MRD & resistances with sensitive methods like parallel-sequencing
• Allows monitoring of the tumour evolution
Gar
cia-
Mur
illas
, et a
l. 20
15, S
ci T
rans
Med
4
Liqu
id B
iops
ies:
Gen
otyp
ing
Circ
ulat
ing
Tum
or D
NA,
Dia
z LA,
et a
l. 20
14, J
Clin
Onc
ol
Mono-nucleosomale cfDNA
Di-nucleosomale cfDNA
T ½ approx. 2 hours
~ 180bp <1% ctDNA in cfDNA
LIQUID BIOPSY – CFDNA EXTRACTION
cfDNA Release Depends on: • Localization of tumor • Tumors size
• Vascularity • Therapy status
cfDNA: cell-free DNA ctDNA: circulating tumor DNA
gDNA
5
CTDNA DETECTION – PARALLEL SEQUENCING
Targeted Multiplex PCR Panel CLv2 (92 Amplicons) • Primary mutation: EGFR p.E746_A750delELREA • LB: EGFR p.E746_A750delELREA 22% AF + p.T790M 3% AF
6
CTDNA DETECTION – PARALLEL SEQUENCING
?
EGFR Primary and
T790M Resistance Mutation
[PROZENTSATZ]
Only Primary EGFR
Mutation [PROZENTSA
TZ]
No Activating
EGFR Mutation
[PROZENTSATZ]
Not Evaluable
[PROZENTSATZ]
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ONCONETWORK CONSORTIUM
Oncomine cfDNA Lung Assay Multicenter Study
Prof. Harriet Feilotter Dr. Paul Park
Queen's University, Ontario Canada
Dr. Jose Costa IPATIMUP, Medical Faculty of
Porto. Portugal
Marjolijn J.L. Ligtenberg Radboud University Nijmegen Medical Centre, Netherlands
Dr. Nicola Normanno Centro Ricerche Oncologiche
Mercogliano, Italy
Prof. Orla Sheils St James's Hospital Dublin,
Ireland
Prof. Ian Cree UHCW
United Kingdom
Prof. Pierre Laurent Puig Université Paris Descartes,
Paris, France
Prof. Aldo Scarpa ARC-NET University of
Verona Italy
Dr. Henriette Kurth VIOLLIER AG Basel ,
Switzerland
Prof. Kazuto Nishio Faculty of Medicine, Kinki University Osaka, Japan
Cecily P. Vaughn ARUP- Institute for Clinical and
Experimental Pathology Utah, USA
Prof. Michael Hummel Institute of Pathology Charité
Berlin, Germany
8 *For Research use only
ONCONETWORK CONSORTIUM
Oncomine Lung cfDNA Assay* • 169 Hotspots, 35 Amplicons, 11
Genes • Amplification-based Assay
0.60% 0.40%
0.25%
0.15%
0.11%
0.09%
0.05%
0
5
10
15
20
25
30
35
-
5,000
10,000
15,000
20,000
25,000
30,000
35,000
40,000
0.0% 0.1% 0.2% 0.3% 0.4% 0.5% 0.6% 0.7%
Min
imum
am
plic
on c
over
age
Inpu
t cfD
NA
(ng)
Limit of detection
Genes Hotspots
ALK, BRAF, EGFR, ERBB2, KRAS, MAP2K1, MET, NRAS, PIK3CA, ROS1, TP53
>169 hotspots including: EGFR: T790M, C797S, L848R, Exon 19 del KRAS: G12X, G13X, Q61X BRAF: V600E ALK: Exon 21-25 PIK3CA: E545K, H1047R, E542K
9
Lab-created Report
Oncomine™ Knowledgebase
Reporter*
Template Prep Sequencing
Ion S5™ and Ion S5™ XL Systems Also enabled on Ion
PGM™ and Ion Proton™ Systems
Analysis
Variant caller in Torrent Suite and Ion Reporter™ Software
Library Prep
Oncomine™ cfDNA Assays
Ion Chef™ System
Refined variant data
Oncomine cfDNA assays include library prep and analysis
ONCONETWORK CONSORTIUM
cfDNA Input
Sample EGFR E746_A750delELREA
EGFR L858R
EGFR T790M
EGFR V769_D770
insASV
KRAS G12D
NRAS A59T
NRAS Q61K
PIK3CA E545K
0.1% HDX 0.06 0.17 0.06 0.10 0.22 0.17 0.15 0.10
1% HDX 0.72 1.07 0.75 0.74 1.14 1.15 1.15 2.29
5% HDX 4.52 4.86 6.32 3.97 6.34 6.11 6.94 5.29
100% WT 0 0 0 0 0 0 0 0
All 8 mutant hotspots were detected at 0.1%, no false positives
10
ONCONETWORK CONSORTIUM
Repeatability & Reproducibility n=22 n=22
n=21
5% n=22
n=22
n=21
1%
PIK3CA p.E545K
n=20
n=20
n=15
0.1% EGFR p.E746_A750del ELREA KRAS p.G12D
11
ONCONETWORK CONSORTIUM
Reapeatability & Reproducibility
0
1
2
3
4
5
6
7
Alle
le F
requ
ency
5% ARCNET
CROM
IPATIMUP
St Radboud
Queens
St James
UHCW
Charite
Viollier
HEGP
Kindai0.0
0.5
1.0
1.5
Alle
le fr
eque
ncy
1% ARCNET
CROM
IPATIMUP
St Radboud
Queens
St James
UHCW
Charite
Viollier
HEGP
Kindai
0.00
0.05
0.10
0.15
0.20
0.25
0.30
Alle
le F
requ
ency
0,1% ARCNET
CROM
IPATIMUP
St Radboud
Queens
St James
UHCW
Charite
Viollier
HEGP
Kindai
• EGFR p.T790M at 5%, 1% and 0.1% allele frequency
12
ONCONETWORK CONSORTIUM
Sensitivity & Specificity
Lab Sensitivity Specificity NPV PPV
ARCNET 89,58% 99,53% 99,61% 87,76%
CROM 95,83% 100,00% 99,84% 100,00%
IPATIMUP 95,83% 100,00% 99,84% 100,00%
Radboud 89,58% 99,84% 99,61% 95,56%
Queens 97,92% 99,92% 99,92% 97,92%
St James 95,83% 100,00% 99,84% 100,00%
UHCW 95,83% 99,76% 99,84% 93,88%
Charite 95,83% 99,76% 99,84% 93,88%
Viollier* 97,50% 99,82% 99,91% 95,12%
HEGP 93,75% 99,69% 99,76% 91,84%
Kindai* 95,83% 99,69% 99,84% 92,00%
Total 94,81% 99,82% 99,80% 95,93%
13
ONCONETWORK CONSORTIUM
Sensitivity & Specificity at 0.1% Allele Frequency
Lab Sensitivity Specificity NPV PPV
ARCNET 68,75% 100,00% 98,43% 100,00%
CROM 87,50% 100,00% 99,37% 100,00%
IPATIMUP 87,50% 100,00% 99,37% 100,00%
Radboud 68,75% 99,68% 98,43% 91,67%
Queens 93,75% 100,00% 99,68% 100,00%
St James 87,50% 100,00% 99,37% 100,00%
UHCW 87,50% 100,00% 99,37% 100,00%
Charité 87,50% 100,00% 99,37% 100,00%
Viollier 87,50% 100,00% 99,37% 100,00%
HEGP 81,25% 99,36% 99,05% 86,67%
Kindai 87,50% 99,68% 99,37% 93,33%
Total 83,93% 99,88% 99,19% 99,13%
14
ONCONETWORK CONSORTIUM
Sensitivity & Specificity
Allele Frequency Sensitivity Specificity
0.1% - 5% 94.81% 99.82%
0.1% 83.93% 99.88%
Data collected from 11 laboratories:
UHCW, CROM, ARCNET, IPATIMUP, Radboud University, Queen’s University,
St James Hospital, Violler, HEGP, Kinday University, Charité Hospital
15
CONCLUSION
• The Oncomine Lung cfDNA Assay* enables detection of primary
driver and resistance mutations to a level of 0.1%
• OncoNetwork Consortia evaluted the assay in a repeatability and
reproducibility multicenter study using Horizon cfDNA Reference Set
• Results from 11 laboratories demonstrated more than 94%
sensitivity and 98% specificity
*For Research use only
16
ACKNOWLEDGEMENTS
Cecily P. Vaughn ARUP- Institute for Clinical and Experimental Pathology, Utah, USA Prof. Orla Sheils St James's Hospital Dublin, Ireland Prof. Pierre Laurent Puig Université Paris Descartes, Paris, France Prof. Ian Cree UHCW, United Kingdom Dr. Jose Costa IPATIMUP, Medical Faculty of Porto, Portugal Dr. Nicola Normanno Centro Ricerche Oncologiche Mercogliano, Italy Prof. Aldo Scarpa ARC-NET University of Verona, Italy Prof. Kazuto Nishio Faculty of Medicine, Kinki University Osaka, Japan Prof. Harriet Feilotter & Dr. Paul Park Queen's University, Ontario, Canada Marjolijn J.L. Ligtenberg, Radboud University Nijmegen, Medical Centre, Netherlands Dr. Henriette Kurth VIOLLIER AG Basel, Switzerland Prof. Michael Hummel Institute of Pathology Charité Berlin, Germany
OncoNetwork Consortium
Molpath Team AG Hummel
Thermo Fisher Scientific Rosella Petraroli & Chrisopher Allen
17
DISCLAIMER:
• Thermo Fisher Scientific and its affiliates are not endorsing, recommending, or promoting any use or application of Thermo Fisher Scientific products presented by third parties during this seminar. Information and materials
presented or provided by third parties are provided as-is and without warranty of any kind, including regarding intellectual property rights and
reported results. Parties presenting images, text and material represent they have the rights to do so.