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Clinical implication of ctDNA Analysis in advanced lung carcinoma patients using different technologies.
Dr Pierre-Jean Lamy
Institut d'Analyse Génomique, Montpellier, France,
Disclosures
• Grant/Research Support: Agena Bioscience, ID-Solution, AstraZeneca, Cepheid
• Consultant: Agena Bioscience, AstraZeneca, Beckman Coulter, Bristol-Myers Squibb, Roche, Roche diagnostics, VitaDX, Novartis
The era of precision medicine The right treatment to the right person thanks to molecular tests
NSCLC: TKI in EGFR mt patients
Molecular Analysis
Lung biopsy
PJ Lamy 2017
Lung Biopsy carry risks : blood clots, bleeding, pneumothorax, Infections, fever, pain, pneumoria
Difficult for patient with lung diseases (stop breathing, no coughing)
Not always informative : low number of cells. Insufficient for molecular analyses
NSCLC mutation profile and targeted therapies
PJ Lamy 2017
EG
FR
Inhib
itors
1st
and 2
nd G
3rd
T
AG
RIS
SO
(T790M
)
C797S
mutation
1st line treatment
Oxnard GRJ Thorac Oncol.
2019 Aug 1
NSCLC mutation profile and EGFR inhibitors Initial diagnostic of NSCLC
EGFR + EGFR -
TKI Alternate therapy
Reccurence
Testing for resistance mutation
T790M – C797S
Adtaped TKI regimen Stop TKI regimen
Other mutations
Molecular reflex testing
CAP/IASLC/AMP: Molecular Testing
Guidelines
« ctDNA could be used for clinical
settings in which tissue is limited and/or
insufficient for molecular testing”
Neal I. Lindeman JT0 2018
Challenges for cf-tumor-DNA analysis
LAMY 2018
-High background -Low level of specific tumor DNA
LAMY 2018
Circulating cell-free tumor DNA: pre-analytical issues
-Classical EDTA-blood tubes
Advantage: commonly used
Drawback: high risk of contamination with genomic DNA due to white
blood cells lysis
Blood should centrifugated before 3h after sample collection
- Preservative tubes
- Roche DNA ct
- Streck
- Paxgene
LAMY 2018
Circulating cell-free tumor DNA: pre-analytical issues
-Extraction: -QIAamp Circulating Nucleic Acid Kit (Qiagen) -Cobas® cfDNA Sample Preparation (Roche Diag) -IDXtract-MAG (ID-Solution)
-Quantification & qualification : small fragments (160 pb peak)
‐ qPCR is better than spectrophotometry,
‐ LabChip GX Touch, (PerkinElmer): Microfluidic capillary
electrophoresis system, Quantitation and size analysis
‐ LiquidIQ Panel (Agena Bioscience) for fragmentation,
amplifiable copy number (quantity), WBC contamination, identity.
-
-
LAMY 2018
Challenge LiquIDIQTM Solution
Disruption of highly plentiful white blood
cells can dilute cfDNA template
High variability in the amount of cfDNA
in plasma
The presence of PCR inhibitors in sample
may reduce assay sensitivity
PCR reactions may be biased to larger
fragments, thereby enriching wild-type
template
Sample mix-ups can complicate results
>
>
>
>
>
Determine the level of white blood cell
contamination
Determine total amount of cfDNA in
sample
Determine the total amplifiable copies
of cfDNA
Determine the presence of high
molecular weight fragments in sample
Authenticate samples using a
comprehensive set of SNPs
Liquid-IQ™ pre-analytical control
Paul van der Leest et al. Validation Study: Pre-Analytical QC for plasma DNA
with LiquidIQ™ Panel. Agena Corporate Poster AMP 2019 (at booth #3023)
Analytical issues
11
From Saliou et al, Exp Rev Mol Diag 16(1):39-50.
ctDNA fraction
100%
10%
1%
0.1%
0.01%
Sanger
RT-PCR
NGS
• PCR (ARMS, PNA-LNA)
• BEAMing
• dPCR
• NGS for LB
• MassARRAY Ultraseek
Methods of detection
LOD
Advanced metastatic
cancers
Diagnostic, follow-up,
residual disease,
early reccurences
Clinical setting
Volume tumoral
~ 10 cm3 LOD
LOD
cfDNA Copy Number and Level of Detection Calculations
10 ng x 1000 (convert to picograms)/3.3 picograms (10-12 g) of
DNA per haploid genome = 3030 total copies of DNA
www.seracare.com
UltraSEEK™ Biochemistry 1. PCR
0.1% 99.9%
2. Mutant specific single base extension
4. MassArray Analysis
Single base extension
specific for the mutant
allele using biotinylated
terminating nucleotides
3. Capture of SBE primer extended for
the mutant allele only
Mass
Inte
nsi
ty
Analytical performance of the UltraSEEK™ Lung Panel: a ring trial study
• The Seraseq ctDNA Mutation Mix v2 reference materials (9 cancer-relevant somatic variants) at variant allele frequency of 2%, 1%, 0.5%, 0.25%, 0.125%, and Wild-Type (WT) were used in 5 testing laboratories.
• Two runs performed per site
• The LoD was determined yielding a variant detected rate of at least 95% for the targeted variant (as defined in CLSI Guideline EP17-A2).
-The lowest limit of detection achieved was 0.125% for the EGFR Deletion and the highest of 1% with the EGFR Insertion. -The overall LoD for the SNV class was 0.5% MAF. - This study generated an overall specificity of 99.8% across 8180 known negative variant positions. - No significant differences in LoD or Sensitivity were observed across the 5 participating
laboratories. Demetric et al; Establishing the Sensitivity, Specificity, Interlaboratory Reproducibility, and Analytical Limit Of Detection of The UltraSEEK™ Liquid Biopsy Application Using Well-Defined Seraseq Reference Material. Poster #TT040 AMP2019
O-22: PJ Lamy et al. “Clinical implication of
ctDNA analysis in advanced lung
carcinoma patients using
different technologies: real-time PCR and
MALDI-TOF”
Oral presentation
Friday,18th May 10:45
USK Lung Panel study
• 100 plasma of advanced lung carcinoma patients were analyzed for somatic mutations detection
at time of diagnostic or after recurrence under EGFR inhibitors therapy.
• CtDNA extraction was performed with the QiaAMP Circulating Nucleic Acid Kit, (Qiagen)
• Quality control of ctDNA : Novel LiquidIQ™ Panel on MassARRAY (Agena Bioscience)
Results n= 100 samples USK
Lung Panel Mutation 1 Mutation 2 Mutation 3
WT 35 / /
EGFR MT 58
EGFR EX19 DEL 32 14 EGFR T790M
1 KRAS Q61H 0
EGFR L858R 18 2 EGFR T790M 1 BRAF V600E
EGFR S768I 1 1 EGFR
G719A/R
EGFR INS X20 1 0
EGFR L861Q/R 4 1 EGFR T790M 2 EGFR G719X
EGFR G719X 1 0
EGFR T790M 1 0
KRAS 7 2 BRAF V600E
Invalid 0 0 0
UltraSEEKTM Lung Panel n=63
Gene Coverage (Missense mutations) 1 well PCR LOD 0.1 25 to 1%
67 mutations
BRAF Codon 469 (exon 11) and codons 594, 600 (exon 15) 4
EGFR E709A, E709G, E709K, E709V, G719A, G719D, G719S, G719C, S768I, T790M, L858R, L861Q, L861R, C797S, Exon 19 indels, Exon 20 insertions
43
KRAS G12A, G12C, G12D, G12R, G12S, G12V, G13C, G13D, Q61H, Q61K, Q61E, Q61P, Q61R, Q61L
14
ERBB2 A775_G776insYVMA, G776>VC 2
PIK3CA Codons 542, 545 (exon 9), codon 1047 of (exon 20) 4
Cobas® EGFR Mutation
Gene Coverage (Missense mutations) 3 wells PCR LOD 1.4 to 13%
42 mutations
EGFR Exon 18 : G719X (G719A, G719C et G719S) · Exon 19 : deletions · Exon 20 : S768I, T790M and insertions · Exon 21 : L858R , L861Q
42
10 ng cfDNA were analyzed for somatic mutations for Cobas and USK
.
.
+ Controls 0.5% EGFR cfDNA positive/negative (Horizon Discovery)
+NTC
Comparison Cobas EGFR mutation Test V2 vs USK Lung Panel (n=63)
54% 40%
6%
COBAS EGFR V2
WT = 34
EGFR = 25
KRAS/BRAF = 0
INV = 4
41%
49%
10%
USK LUNG PANEL
WT = 26
EGFR = 31
KRAS/BRAF = 6
INV = 0
Concordant results were achieved for 72% of patients (43/59) with
overall concordance between EGFR mutant and wildtype reaching 83%.
Comparison Cobas EGFRV2 vs USK Lung Panel (n=63)
13
10
1 0
1 0
4 5
1 1 1
0
2
4
6
8
10
12
14
EGFR EX19DEL
EGFR L858R EGFR S768I EGFR INS X20 EGFR L861Q KRAS INV
COBAS EGFR V2
16
11
1 1 2
6
0
8
1 1 1 1
0
2
4
6
8
10
12
14
16
18
EGFR EX19DEL
EGFRL858R
EGFRS768I
EGFR INSEX20
EGFRL861Q
KRAS INV
USK Lung Panel
Mutation detected and listed by techniques Blue bars: Total of EGFR mutations. Red bars EGFR T790M. Green bars: G719X. Yellow bar: KRAS mutation. Violet
bar: BRAF V600E. Orange bar: invalid.
The second bar per group shows the number of samples with a secondary mutations.
UltraSEEK Lung Panel detected 10 additional EGFR mutations (4*exon 19 deletion,
3*T790M, 1*exon 20 insertion, 1*G719A, 1*L861QR) not detected by Cobas.
Only 1 EGFR Exon 19 del was detected by Cobas and not by UltraSEEK.
Allele frequency N° USK lung panel VAF USK
LOD COBAS
EGFR
MUTATIONUSK-1 EGFR_pE746_A750del 1,04% 1,40%
EGFR_pE746_A750del 0,29% 1,40%
PIK3CA_pE545K 0,85%
USK-4 EGFR_pE746_A750del 0,36% 1,40%
USK-5 EGFR_pG719S 1,03% 2,50%
USK-6 EGFR_pE746_A750del 0,53% 0,014
USK-7 EGFR_pL747_P753toS 8,60% 1,40%
EGFR_pE746_A750del 1,34% 1,40%
PIK3CA_pH1047R 0,42%
EGFR_T790M 0,31% 2%
USK-10 EGFR_L858R 0,28% 4%
USK-11 EGFR_G719S 0,22% 2,50%
EGFR_pL747_A750toP 6,06% 1,40%
EGFR_T790M 1,92% 2%
USK-16 EGFR_L858R 5,67% 4%
USK-17 EGFR_L858R 4,48% 4%
USK-18 EGFR_L858R 2,88% 4%
USK-20 EGFR_pH773_V774insH 3,56%
EGFR_pE746_S752toV 6,70% 4%
EGFR_pT790M 0,25% 2%
USK-28 EGFR_pD770_N771insG 0,88%
EGFR_L858R 6,58% 4%
EGFR_T790M 4,50% 2%
EGFR_pE746_S752toV 0,51% 1,40%
EGFR_pT790M 0,12% 2%
USK-31 EGFR G719A 0,30% 2%
USK-2
T790M
EX19DEL
T790M
Not analysed
EX19DEL
WT
Cobas EGFR V2
Not analysed
EX19DEL
T790M
L858R
T790M
L858R
L858R
L858R
WT
WT
WT
EX19DEL
EX19DEL
EX19DEL
T790M
WT
Not analysed
WT
WT
Not analysed
USK-30
USK-29
USK-27
USK-15
USK-8
All mutation detected
by USK only had an
allele frequency below
the LOD of the Cobas
Cobas test: LOD : 1.4 to 13.4 % (50 ng/well)
USK lung panel: 0.1-0.5% (10-20 ng/well)
UltraSEEKTM Condordance with Tissue
• Tissue mutation analysis for EGFR mutations were available for 80/100 samples analysed in this study.
• In 38/47 tissue positive samples a corresponding EGFR mutation was detected in cfDNA by UltraSEEK, resulting in a PPV of 80%.
• 11/33 tissue negative samples identified an EGFR mutation in cfDNA using UltraSEEK.
• 10/11 were confirmed using the same cfDNA sample on the Cobas EGFR v2 Panel (Roche).
Sartori et al. Application of a Staged Testing Model for cfDNA Samples From NSCLC Patients Progressing on EGFR Tyrosine Kinase Inhibitor Therapy. Poster#ST065 AMP 2019
Conclusions (1)
1) High specificity and High sensitivity
2) Good concordance with tissue analysis
3) Higher level of mutation at time of diagnostic that allows
TKI treatment for mote patients: + 14% EGFR mutant
were detected
4) Evaluation of resistance with T790M/C797S
5) Another mechanism of resistance (PIK3CA, KRAS,
BRAF mutations)
6) Treatment response prediction - VAF could be use for
monitoring (immunotherapy)
Ultra Seek Lung Panel
presented:
-a higher sensitivity
-a broader panel
Gracias por su atencion Thank you for your attention
Nicolas Lozano
Leila Gambier
Bastien Pasquier
Florian Almela
Dr S Richebourg
Dr Sartori