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Beatriz Bellosillo
Servicio de Anatomía PatológicaHospital del Mar, Barcelona
Liquid biopsy: the experience of real life case studies
10th September 2018
• Introduction
• Experience in colorectal cancer research samples
• Experience in lung cáncer research samples
Agenda
Cell-Free Tumor DNA
Cell-Free Normal DNA
Circulating Tumor Cell
1%
100%
10%
0.1%
0.01% BEAMing/PCR digital
Real-Time PCR
Pyrosequencing
Sanger Sequencing
Detection Capability(mutant DNA/ total DNA)
BRAF NRAS
KIT
Papillary: BRAF
KRAS NRAS
BRAF
BRAF BRCA1
BRCA2
Metastatic melanoma
Metastatic thyroid
Metastatic serous low-grade ovarian
Metastatic colon
H. Davies et al. Nature 2002
EGFR KRAS
ALK ROS
RET BRAF
Lung cancer
Hospital del Mar experience: NGS and liquid biopsy
Junior 454 IonTorrent PGM IonChef IonTorrent S5
2011 2015 2016 2018
20152012 20162013
UMI basedNGS DNApanels
TNA basedNGS panels
For Research Use Only. Not for diagnostic procedures.
• Introduction
• Experience in colorectal cancer research samples
• Experience in lung cancer research samples
Agenda
OncomineTM Cell-free DNA Assays
Lab-created Report
Oncomine™ Knowledgebase
Reporter*
Template PrepcfDNA Isolation Sequencing
Applied Biosystems™ MagMAX™ cfDNA
Isolation Kit
Ion GeneStudio™ S5 Systems
Analysis
Variant caller in Torrent Suite , Ion
Reporter™ Software
Library Prep
Oncomine™ cfDNA Assays
Ion Chef™ Instrument
Single blood tube Refined variant data
Oncomine cfDNA Assays include library prep and analysis
For Research Use Only. Not for diagnostic procedures.
KRAS/NRAS: G12/G13/Q61 BRAF: V600E PIK3CA: E545K, H1047R TP53: R175H R273H/C/LSMAD4: R361C/H Recurrent deleterious APC mutations (including p.R876*, p.R1114*, p.Q1378*, and p.R1450*)
Detect rare variants present down to 0.1% with Mean Sensitivity – 90% Mean Specificity – 98%
AKT1
BRAF
CTNNB1
EGFR
ERBB2
FBXW7
GNASKRASKRAS
MAP2K1
NRAS
PIK3CAMAD4
TP53
APC
Oncomine™ Colon cfDNA Assay
GENE LIST (14)
Heterogeneity and co-existence of mutations at progression of panitumumab based treatment
- At least one mutation was detected in 94% of pts (15/16)- Median mutations per sample was 2.5 (range 1 -13)
Vidal et al, ESMO 2017
Plasma Pre- Panitumumab Plasma Post-PanitumumabPt APC TP53 CTNNB1 KRAS NRAS BRAF PIK3CA EGFR MAP2K1 ERBB2 AKT1 GNAS SMAD4 FBXW7 APC TP53 CTNNB1 KRAS NRAS BRAF PIK3CA EGFR MAP2K1 ERBB2 AKT1 GNAS SMAD4 FBXW7
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
1 MUTATION IN THE SAME GENENO PLASMA AVAILABLE 2 MUTATIONS IN THE SAME GENE 3 MUTATIONS IN THE SAME GENE
- At least one mutation was detected in 94% of pts (15/16)- Median mutations per sample were 2.5 (range 1 -13)
- At least one mutation was detected in 80% of pts (8/10)- Median mutations per sample was 1.8 (range 1 - 4)
Heterogeneity and co-existence of mutations at progression of panitumumab based treatment
Vidal et al, ESMO 2017
• Introduction
• Experience in colorectal cancer research samples
• Experience in lung cancer research samples
Agenda
30.73%
1.068%
4.99%
16.253%
ND(< 0.02%)
0.295%0.948% 1.386%
0
2
4
6
8
10
12
14
16
18
27/08/2013 27/11/2013 12/11/2014 01/02/2015 04/03/2015
% m
uta
nt
alle
les
L858R T790M
TKI
EGFR L858R
(T790M Not detected)
Retrospective case study #1
Mutation %
EGFR p.L858R 37%
EGFR p.T790M Not detected
TP53 p.R273C 17%
Mutation %
EGFR p.L858R 21.%
EGFR p.T790M 1.9%
TP53 p.R273C 9.5%
Taus et al, CLC 2018
OncomineTM Cell-free DNA Assays
For Research Use Only. Not for diagnostic procedures.
169 hotspot mutations like EGFR: T790M, L858R, Exon19 del, C797S KRAS: G12X, G13X, Q61XALK: 1151Tins, L1152R, C1156YBRAF: V600E
Detect rare variants present down to 0.1% with Mean Sensitivity – 90% Mean Specificity – 98%
ALK
BRAF
EGFR
ERBB2
KRAS
MAP2K1
MET
NRAS
PIK3CA
ROS1
TP53
Oncomine™ Lung cfDNA Assay
GENE LIST (11)
2
3
4
3
1T790M
T790M+TP53
T790M+OTHER
OTHER (TP53-RAS)UNKNOWN
N=13/22 cases
Mutational
profile by NGS
in NSCLC at
the time of
progression to
TKI
Oncomine Lung Cell-Free Total Nucleic Acid Research Assay
Detects SNVs, indels + FUSIONS!
Lung cfTNA
Assay
• 0.1% LOD
SNVs• CNV
• Structural
variation
Sequencing of sample on Ion S5
System
Analyze data in Ion
Reporter Cloud
software to generate test
report
cfTNAextractio
n
Single bloodtube
8
42
2
4
NO MUTATIONSFOUNDEGFRMUTATIONSKRASMUTATIONSFUSION DRIVERGENESOTHERMUTATIONS
N= 20
For Research Use Only. Not for diagnostic procedures.
Hotspot GenesFull-
LengthGenes
Copy Number Genes
GeneFusions
Exon Skipping
Lung cfTNA
ALKBRAFEGFRERBB2KRASMAP2K1
- MET ALKRET
ROS1
MET
Lung cancer – case study #1Lung cancer
• Research sample from 69 year woman
• Diagnosed with lung adenocarcinoma
• No positive biomarker for targeted therapy (EGFR-ALK-ROS1)
• PDL1 expression : 0%
• Standard chemotherapy
• Research sample from 69 year woman
• Diagnosed with lung adenocarcinoma
• Standard chemotherapy
• Clinical progression
NGS screening of liquid biopsy research sample
Lung cancer – case study #1
For Research Use Only. Not for diagnostic procedures.
Lung cancer – case study #1
For Research Use Only. Not for diagnostic procedures.
Lung cancer – case study #1
For Research Use Only. Not for diagnostic procedures.
FISHprobe
Oncomine solid
tumor CE-IVD
assay
• Research sample from 69 year woman
• Diagnosed with lung adenocarcinoma
• Standard chemotherapy
• Clinical progression
• Potential targeted therapy was identified, and results may guide treatment decisions in the future (alectinib)
Lung cancer – case study #1
For Research Use Only. Not for diagnostic procedures.
Lung cancer – case study #2Lung cancer
• Research sample from 48 year old woman
• Diagnosed of lung adenocarcinoma
• EGFR mutated (deletion in exon 19 and S768I in exon 20)
• Treatment with TKI (Afatinib)
• 5 month post-diagnosis: decrease of afatinib due to toxicity
• 7 months later– slow progression
• Liquid biopsy : T790M not detected by ARMS real-time PCR, but positive for deletion in exon 19
Confirmation by digital PCR for T790M
Osimertinib identified as potential treatment path in the future
For Research Use Only. Not for diagnostic procedures.
Challenges of ctDNA/TNA analysis
• Dilution of tumoral/mutated DNA with wild type DNA
• Limited amount of cfDNA/TNA
• Small fragmented DNA
• Increase in the amount of information requested
• Optimize pre-analytical phase
• Adequate sample size to ensure minimum amount of cfDNA/TNA
– For some patients – insufficient material
Important considerations
Bloodextrac on
TransportPlasma
separa on
DNA
extrac on
• Optimize pre-analytical phase
• Adequate sample size to ensure minimum amount of cfDNA/TNA
– For some patients – insufficient material
• Ensure high quality cfDNA
Important considerations
Bloodextrac on
TransportPlasma
separa on
DNA
extrac on
cfDNA
Contaminating
genomic DNA
22
cfDNA
• Optimize pre-analytical phase
• Adequate sample size to ensure minimum amount of cfDNA/TNA
– For some patients – insufficient material
• Ensure high quality cfDNA
• Participate in external quality controls and validation of technology
Important considerations
Bloodextrac on
TransportPlasma
separa on
DNA
extrac on
Current practice at Hospital del Mar for molecular testing
Pre-treatment
RxResponse
RxProgression
1º
Routine
Research
Negative molecular
marker
- Re-biopsy
- Repetition of liquid
biopsy
NGS NGS
Molecular data should be discussed in
multidisciplinary tumor boards
Take-home messages
• ctDNA is a complementary strategy to tissue for molecular
analysis that allows:
– Non-invasive analysis of tumor heterogeneity
– Dynamic biomarker monitoring
• NGS of ctDNA provides a broad molecular analysis: SNVs, CNVs,
fusions
• A comprehensive and dynamic monitoring of biomarkers is
mandatory for real-time precision medicine
• Standardization and validation of the technology is necessary to
ensure quality of the results
• Variant interpretation should be done in the potential clinical
context in multidisciplinary teams
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.
Edurne ArriolaClara MontagutAlvaro TausJoana Vidal Joan Albanell
Raquel LongarónLaura CamachoConchi FernándezLara PijuanAlba DalmasesGabriel Piquer
Servicio de Anatomía Patológica y Servicio de Oncología, Hospital del Mar
Thermo-Fisher
Chris AllenFrancesco Acquadro
Rosella Petraroli