world cdx europe panel discussion: “the future of immuno … · 2020-05-23 · spectratyping plot...
TRANSCRIPT
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The world leader in serving scienceFor Research Use Only. Not for use in diagnostic procedures.
World CDx Europe Panel Discussion: “The Future of Immuno-Oncology Testing in Europe”
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Current practice, needs and future directions in immuno-oncology research testing
José Carlos Machado
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Immune Therapies are Revolutionizing Oncology
Adapted from Hackl et al, Nat Rev Genetics 17:441-58 (2016)
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Anti-PD-L1 in patients with NSCLC
Brahmer JR, et al. N Eng J Med 366, 2455-2465, 2012
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Progression-free survival of NSCLC patients treated with anti-PD-L1 according to PD-L1 expression
Garon EB, et al. N Eng J Med 372, 2018-2028, 2015
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RS Herbst et al. Nature 515, 563-567 (2014) doi:10.1038/nature14011
Programmed death-ligand 1 (PD-L1) prevalence and expression.
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Cancer progression
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Mutation load and survival in melanoma patients treated with immunemodulators
Snyder A, et al. NEJM 371:2189-2199, 2014
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Mutation burden associated with clinical benefit of anti-PD-1 therapy in lung cancer
Rizvi NA, et al. Science 348, 124-128, 2015
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Mutation load in tumors
LB Alexandrov et al. Nature 500:415-421, 2013
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Oncomine Tumor Mutation Load Research Assay Workflow
For Research Use Only. Not for use in diagnostic procedures.* Two-day workflow requires overnight templating run.
DNA extraction from FFPE
AmpliSeq™ Library creation
Templating Sequencing Analysis
Invitrogen™ RecoverAll™ Total Nucleic Acid Isolation Kit for FFPE
Oncomine™ Tumor Mutation Load Research Assay Ion Chef™ System Ion S5™ System
Torrent Suite™
with Ion Reporter™
Two-day workflow *
409 genes (1.7Mb) for broad coverage
2 pool assay (DNA only) – 20 ng DNA in total
Configured for manual and automated library preparation
Optimized on Ion S5 and Ion 540 chip (8 samples/chip)
~60 Minutes Hands-On Time from DNA to Data, only 2 pipetting steps
Oncomine Tumor Mutation Load Research Assay
Optimized variant caller parameters (SNP calling at 5%)
Germ-line filtering using 1000 Genomes, 5000 Exomes, UCSC Common SNPs, ExAC databases
UI ReportAnalysis
Ion Reporter™
Variant Calling
Germ-line Filtering
Ion Reporter™
QC Run
Input BAM
from TS
Mutation Load per
Mb PDF Report,
Variant TSV
Single Sample (Tumor Only) Analysis
* Two-day workflow requires overnight templating run.
10ng
DNA /
pool
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Mutation load associated with MSI status
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CRC21(MSI-)
MSI-(CRC15)
MSI+(CRC5)
Somatic mutations type may indicate FFPE artefacts
C>T alterations are consistent FFPE processing (Wong SQ et al. BMC Medical Genomics. 2014)
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(very) Preliminary results on therapy response
0
10
20
30
40
50
LC1 LC2 LC3 LC4 LC5 LC6 LC7
nº
no
nsy
n.
mu
tati
on
s
84
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Somatic mutations type may indicate smoking statusLung cancer smoker vs ex-smoker
IPA6-114 (smoker)
IPA6-67(ex-smoker)
C>A alterations are consistent with smoking damage (Alexandrov LB et al. Cancer Etiology. 2016)
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(very) Preliminary results on therapy response
0
10
20
30
40
50
LC1 LC2 LC3 LC4 LC5 LC6 LC7
nº
no
nsy
n.
mu
tati
on
s
84
Partial response Stable disease
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Current needs
• A single test that detects all classes of genomic alterations for solid tumors.
• Results include microsatellite instability (MSI), tumor mutational burden (TMB) and other measurements, which may help inform immunotherapy decisions
• Sensitive and specific detection of alterations at low frequency
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AmpliSeq TCR Beta Long Read Assay - CDR1, 2 and 3
RNA/cDNALeader FR1 FR2
Diversity(D) Joining (J) Constant
Variable gene (V) CDR3
FR3
CDR1 CDR2
AmpliSeq Primers ~325-400 bp
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Spectratyping plot highlighting clonal proliferation in a severely inflamed distal CRC biopsy
0
20
40
60
80
TCRB V−gene usage and maximum clone frequency for TCR11_RNA_v1_20170824012056576C
DR
3 le
ng
th (
nt)
0.0
0.025
0.05
0.15
>0.20
Largest Clone Frequency
435002 readsClone Shannon Diversity: 7.1772Clone Evenness: 0.7102 1102 clones
Mean CDR3 NT length: 37.3449 +/− 7.5772V−gene Shannon Diversity: 4.28
V−CDR3 Frequency
0.10
0.05
●0.01
●0.005● ●
● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ●
● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ●
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● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ●
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● ● ● ● ● ● ● ●
● ● ●
●
TR
BV
1
TR
BV
2
TR
BV
3−
1
TR
BV
4−
1
TR
BV
5−
1
TR
BV
6−
1
TR
BV
7−
1
TR
BV
4−
2
TR
BV
6−
2
TR
BV
3−
2
TR
BV
4−
3
TR
BV
6−
3
TR
BV
7−
2
TR
BV
6−
4
TR
BV
7−
3
TR
BV
5−
3
TR
BV
9
TR
BV
10
−1
TR
BV
11
−1
TR
BV
12
−1
TR
BV
10
−2
TR
BV
11
−2
TR
BV
12
−2
TR
BV
6−
5
TR
BV
7−
4
TR
BV
5−
4
TR
BV
6−
6
TR
BV
5−
5
TR
BV
6−
7
TR
BV
7−
6
TR
BV
5−
6
TR
BV
6−
8
TR
BV
7−
7
TR
BV
5−
7
TR
BV
6−
9
TR
BV
7−
8
TR
BV
5−
8
TR
BV
7−
9
TR
BV
13
TR
BV
10
−3
TR
BV
11
−3
TR
BV
12
−3
TR
BV
12
−4
TR
BV
12
−5
TR
BV
14
TR
BV
15
TR
BV
16
TR
BV
17
TR
BV
18
TR
BV
19
TR
BV
20
−1
TR
BV
21
−1
TR
BV
23
−1
TR
BV
24
−1
TR
BV
25
−1
TR
BV
26
TR
BV
27
TR
BV
28
TR
BV
29
−1
TR
BV
30
The following slide will lookat this expansion in detail
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CDR3 amino acid convergence within TME: Evidence for tumor antigen-driven T cell responses
Variable Gene
Joining Gene CDR3AA CDR3NT Freq
TRBV6-5
*01
TRBJ1-5
*01
ASSPSQNQPQH GCCAGCAGTCCGTCACAAAATCAGCCCCAGCAT .1257
TRBV6-5
*01B
TRBJ1-5
*01
ASSPSQNQPQH GCCAGCAGTCCTTCCCAGAATCAGCCCCAGCAT .0017
• Variable and Joining gene contribution to CDR3 highlighted in yellow and blue.
• Clones differ at positions deriving from addition of non-templated bases by TdT.
• This individual also possesses a synonymous allele variant of TRBV6-5 that is absent from the IMGT database (denoted *01B).
This tumor repertoire is enriched for T cells containing the ASSPSQNQPQH CDR3 amino
acid sequence. Two clones having this sequence were detected in this sample.
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• We can quantify convergence using the formula:
where the total clone pairs for n clones is defined as C(n,2).
• The CRC repertoire shows greater evidence of antigen-driven TCR convergence than T cell repertoires derived from healthy donor PBL.
The CRC repertoire is highly convergent compared to healthy PBL repertoires
Identical Clone Pairs
Total Clone PairsConv =
CRC Healthy PBL
-7.0
-6.5
-6.0
-5.5
-5.0
Convergence Scores
for CRC and PBL samples
Con
verg
ence S
core
p=4.5E-6
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• Libraries were prepared from 14 colorectal biopsies included 4 sets of paired samples from the same donor.
• Libraries were sequenced in multiplex. We expect to observe clone overlap between related sample pairs but not unrelated samples.
• We only observe overlap between related samples.
Clone overlap analysis identifies same-donor sample pairs
Morista clone overlap between 14 CRC biopsies
including 4 sample pairs
1.00
0.65
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.65
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.62
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.62
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.30
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.30
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.14
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.14
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
1.00
CRC11_pair1
CRC18_pair1
CRC10_pair2
CRC3_pair2
CRC4_pair3
CRC5_pair3
CRC15_pair4
CRC2_pair4
CRC14
CRC9
CRC13
CRC1
CRC12
CRC16
0
0.2
0.4
0.6
0.8
1
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Oncomine Immune Response Research Assay Panel Content
Thermo Fisher All Rights ReservedFor Research Use Only. Not for use in diagnostic procedures.
Function Number of genes Function Number of genes
Antigen presentation 3 B cell marker 11
Antigen processing 19 Dendritic cell 7
Innate immune response 11 Dendritic cell, macrophage 6
Leukocyte inhibition 2 Helper T cells 8
Leukocyte migration 5 Macrophage 5
Lymphocyte activation 2 Myeloid marker 7
Lymphocyte development 3 Neutrophil 5
Lymphocyte infiltrate 46 NK activation 8
B cell receptor signaling 3 NK cell marker 4
T cell receptor signaling 6 T cell differentiation 2
T cell regulation 9
TCR coexpression 19 Checkpoint pathway 30
PD-1 signaling 9
Chemokine signaling 10 Drug target 21
Cytokine signaling 15
Interferon signaling 8 Adhesion, migration 14
Type I interferon signaling 8 Apoptosis 4
Type II interferon signaling 23 Proliferation 10
Tumor antigen 17
Housekeeping 11 Tumor marker 27
• 395 genes
• 394 primer sets
• 36 functional annotation groups
• Lymphocyte regulation
• Cytokine signaling
• Lymphocyte markers
• Checkpoint pathway
• Tumor characterization
• Housekeeping
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Red arrows are EBV negative cases
Gene expression correlation of gastric cancer samples according to EBV status
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Ion NGS Platform Offers Integrated Solution for Multidimensional Approach
Can characterizing the tumor
micro-environment (TME)
predict immune response?
Can we improve a selection
strategy for immune therapy
clinical research trials?
Can we identify population
subsets that are predisposed
to immune-mediated adverse
events?
Sample prep AnalysisSequencing
Characterizing gene expression in TME for immune response
pathways
Sequencing of T cell receptors to characterize immune repertoire
of the sample
Characterizing somatic mutations to assess
tumor mutation burden
RNA-Seq TCR-Seq DNA-Seq
+ +
Thermo Fisher All Rights ReservedFor Research Use Only. Not for use in diagnostic procedures.
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The cancer immunogram
Blank CU, et al. Science 352:658, 2016
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Cancer immunotherapy and precision oncology
Adapted from Hackl et al, Nat Rev Genetics 17:441-58 (2016)