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Published in: Cancer Immunology, Immunotherapy 2/2021

01-02-2021 | NSCLC | Original Article

Chemotherapy negatively impacts the tumor immune microenvironment in NSCLC: an analysis of pre- and post-treatment biopsies in the multi-center SAKK19/09 study

Authors: M. A. Amrein, E. D. Bührer, M. L. Amrein, Q. Li, S. Rothschild, C. Riether, R. Jaggi, S. Savic-Prince, L. Bubendorf, O. Gautschi, A. F. Ochsenbein

Published in: Cancer Immunology, Immunotherapy | Issue 2/2021

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Abstract

Background

Over the past few years, immune checkpoint inhibitors have changed the therapeutic landscape of non-small-cell lung cancer (NSCLC). Response to immune checkpoint inhibitors correlates with a pre-existing anti-tumoral immune response. Checkpoint inhibitors have been introduced as second-line therapy and are only very recently used as monotherapy or in combination with chemotherapy as first-line treatment of NSCLC. However, the effect of conventional first-line platinum-based chemotherapy on the immune infiltrate in the tumor is largely unknown.

Methods

We measured the gene expression of a custom set of 201 cancer- and immune-related genes in 100 NSCLC tumor biopsies collected before chemotherapy and 33 re-biopsies after platinum-based chemotherapy at the time point of progression. For 29 patients matched pre- and post-chemotherapy samples could be evaluated.

Results

We identified a cluster of 47 co-expressed immune genes, including PDCD1 (PD1) and CD274 (PD-L1), along with three other co-expression clusters. Chemotherapy decreased the average gene expression of the immune cluster while no effect was observed on the other three cluster. Within this immune cluster, CTLA4, LAG3, TNFRSF18, CD80 and FOXP3 were found to be significantly decreased in patient-matched samples after chemotherapy.

Conclusion

Our results suggest that conventional platinum-based chemotherapy negatively impacts the immune microenvironment at the time point of secondary progression.
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Literature
2.
go back to reference Garon EB et al (2015) Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med 372:2018–2028CrossRefPubMed Garon EB et al (2015) Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med 372:2018–2028CrossRefPubMed
3.
go back to reference Rizvi NA et al (2015) Activity and safety of nivolumab, an anti-PD-1 immune checkpoint inhibitor, for patients with advanced, refractory squamous non-small-cell lung cancer (CheckMate 063): a phase 2, single-arm trial. Lancet Oncol 16:257–265CrossRefPubMedPubMedCentral Rizvi NA et al (2015) Activity and safety of nivolumab, an anti-PD-1 immune checkpoint inhibitor, for patients with advanced, refractory squamous non-small-cell lung cancer (CheckMate 063): a phase 2, single-arm trial. Lancet Oncol 16:257–265CrossRefPubMedPubMedCentral
5.
go back to reference Antonia SJ et al (2017) Durvalumab after chemoradiotherapy in stage III non-small-cell lung cancer. N Engl J Med 377:1919–1929CrossRefPubMed Antonia SJ et al (2017) Durvalumab after chemoradiotherapy in stage III non-small-cell lung cancer. N Engl J Med 377:1919–1929CrossRefPubMed
6.
go back to reference Rittmeyer A et al (2017) Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): a phase 3, open-label, multicentre randomised controlled trial. Lancet 389:255–265CrossRefPubMed Rittmeyer A et al (2017) Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): a phase 3, open-label, multicentre randomised controlled trial. Lancet 389:255–265CrossRefPubMed
8.
go back to reference Gettinger SN et al (2015) Overall survival and long-term safety of nivolumab (anti-programmed death 1 antibody, BMS-936558, ONO-4538) in patients with previously treated advanced non-small-cell lung cancer. J Clin Oncol 33:2004–2012CrossRefPubMedPubMedCentral Gettinger SN et al (2015) Overall survival and long-term safety of nivolumab (anti-programmed death 1 antibody, BMS-936558, ONO-4538) in patients with previously treated advanced non-small-cell lung cancer. J Clin Oncol 33:2004–2012CrossRefPubMedPubMedCentral
10.
go back to reference Reck M et al (2016) Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N Engl J Med 375:1823–1833CrossRefPubMed Reck M et al (2016) Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N Engl J Med 375:1823–1833CrossRefPubMed
12.
go back to reference Press release (2017) Initial results from the ongoing MYSTIC trial in Stage IV lung cancer. Astra Zeneca Press release (2017) Initial results from the ongoing MYSTIC trial in Stage IV lung cancer. Astra Zeneca
14.
go back to reference Maleki Vareki S (2018) High and low mutational burden tumors versus immunologically hot and cold tumors and response to immune checkpoint inhibitors. J Immunother Cancer 6:157CrossRefPubMedPubMedCentral Maleki Vareki S (2018) High and low mutational burden tumors versus immunologically hot and cold tumors and response to immune checkpoint inhibitors. J Immunother Cancer 6:157CrossRefPubMedPubMedCentral
15.
go back to reference Ji RR et al (2012) An immune-active tumor microenvironment favors clinical response to ipilimumab. Cancer Immunol Immunother 61:1019–1031CrossRefPubMed Ji RR et al (2012) An immune-active tumor microenvironment favors clinical response to ipilimumab. Cancer Immunol Immunother 61:1019–1031CrossRefPubMed
16.
go back to reference Gautschi O et al (2015) Bevacizumab, pemetrexed, and cisplatin, or bevacizumab and erlotinib for patients with advanced non-small-cell lung cancer stratified by epidermal growth factor receptor mutation: phase II trial SAKK19/09. Clin Lung Cancer 16:358–365CrossRefPubMed Gautschi O et al (2015) Bevacizumab, pemetrexed, and cisplatin, or bevacizumab and erlotinib for patients with advanced non-small-cell lung cancer stratified by epidermal growth factor receptor mutation: phase II trial SAKK19/09. Clin Lung Cancer 16:358–365CrossRefPubMed
17.
go back to reference Gautschi O et al (2017) Bevacizumab plus pemetrexed versus pemetrexed alone as maintenance therapy for patients with advanced nonsquamous non-small-cell lung cancer: update from the swiss group for clinical cancer research (SAKK) 19/09 trial. Clin Lung Cancer 18:303–309CrossRefPubMed Gautschi O et al (2017) Bevacizumab plus pemetrexed versus pemetrexed alone as maintenance therapy for patients with advanced nonsquamous non-small-cell lung cancer: update from the swiss group for clinical cancer research (SAKK) 19/09 trial. Clin Lung Cancer 18:303–309CrossRefPubMed
18.
go back to reference Beaume M et al (2011) Orientation and expression of methicillin-resistant Staphylococcus aureus small RNAs by direct multiplexed measurements using the nCounter of NanoString technology. J Microbiol Methods 84:327–334CrossRefPubMed Beaume M et al (2011) Orientation and expression of methicillin-resistant Staphylococcus aureus small RNAs by direct multiplexed measurements using the nCounter of NanoString technology. J Microbiol Methods 84:327–334CrossRefPubMed
19.
go back to reference Vandesompele J et al (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3:RESEARCH0034CrossRefPubMedPubMedCentral Vandesompele J et al (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3:RESEARCH0034CrossRefPubMedPubMedCentral
20.
go back to reference Langfelder P, Horvath S (2008) WGCNA: an R package for weighted correlation network analysis. BMC Bioinform 9:559CrossRef Langfelder P, Horvath S (2008) WGCNA: an R package for weighted correlation network analysis. BMC Bioinform 9:559CrossRef
21.
go back to reference Zhang B, Horvath S (2005) A general framework for weighted gene co-expression network analysis. Stat Appl Genet Mol Biol 4:17CrossRef Zhang B, Horvath S (2005) A general framework for weighted gene co-expression network analysis. Stat Appl Genet Mol Biol 4:17CrossRef
22.
go back to reference Yu G, Wang LG, Han Y, He QY (2012) clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS 16:284–287PubMedPubMedCentral Yu G, Wang LG, Han Y, He QY (2012) clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS 16:284–287PubMedPubMedCentral
24.
go back to reference Ribas A, Flaherty KT (2015) Gauging the long-term benefits of ipilimumab in Melanoma. J Clin Oncol 33:1865–1866CrossRefPubMed Ribas A, Flaherty KT (2015) Gauging the long-term benefits of ipilimumab in Melanoma. J Clin Oncol 33:1865–1866CrossRefPubMed
25.
26.
go back to reference Press release (2018) Phase III IMpower150 Study Showed Genentech’s TECENTRIQ (Atezolizumab) and Avastin (Bevacizumab) Plus Carboplatin and Paclitaxel Helped People With Advanced Lung Cancer Live Longer Compared to Avastin Plus Carboplatin and Paclitaxel. Genentech Press release (2018) Phase III IMpower150 Study Showed Genentech’s TECENTRIQ (Atezolizumab) and Avastin (Bevacizumab) Plus Carboplatin and Paclitaxel Helped People With Advanced Lung Cancer Live Longer Compared to Avastin Plus Carboplatin and Paclitaxel. Genentech
27.
go back to reference Reck M et al (2017) Primary PFS and safety analyses of a randomized phase III study of carboplatin plus paclitaxel plus /- bevacizumab, with or without atezolizumab in 1L non-squamous metastatic nsclc (IMPOWER150). Ann Oncol 28:31–31CrossRef Reck M et al (2017) Primary PFS and safety analyses of a randomized phase III study of carboplatin plus paclitaxel plus /- bevacizumab, with or without atezolizumab in 1L non-squamous metastatic nsclc (IMPOWER150). Ann Oncol 28:31–31CrossRef
28.
go back to reference Higgs BW et al (2015) 15LBA High tumoral IFNγ mRNA, PD-L1 protein, and combined IFNγ mRNA/PD-L1 protein expression associates with response to durvalumab (anti-PD-L1) monotherapy in NSCLC patients. Eur J Cancer 51:S717CrossRef Higgs BW et al (2015) 15LBA High tumoral IFNγ mRNA, PD-L1 protein, and combined IFNγ mRNA/PD-L1 protein expression associates with response to durvalumab (anti-PD-L1) monotherapy in NSCLC patients. Eur J Cancer 51:S717CrossRef
29.
30.
go back to reference Shen M, Ren X (2017) Highlights on immune checkpoint inhibitors in non-small cell lung cancer. Tumour Biol 39:1010428317695013PubMed Shen M, Ren X (2017) Highlights on immune checkpoint inhibitors in non-small cell lung cancer. Tumour Biol 39:1010428317695013PubMed
31.
go back to reference Datar I et al (2017) In patients with advanced non-small cell lung cancer (NSCLC) LAG-3 is expressed on activated TILs and predicts resistance to PD-1 axis blockers. Ann Oncol 28:5–5CrossRef Datar I et al (2017) In patients with advanced non-small cell lung cancer (NSCLC) LAG-3 is expressed on activated TILs and predicts resistance to PD-1 axis blockers. Ann Oncol 28:5–5CrossRef
33.
go back to reference Knee DA, Hewes B, Brogdon JL (2016) Rationale for anti-GITR cancer immunotherapy. Eur J Cancer 67:1–10CrossRefPubMed Knee DA, Hewes B, Brogdon JL (2016) Rationale for anti-GITR cancer immunotherapy. Eur J Cancer 67:1–10CrossRefPubMed
34.
go back to reference Reck M et al (2019) Updated Analysis of KEYNOTE-024: pembrolizumab versus platinum-based chemotherapy for advanced non–small-cell lung cancer With PD-L1 tumor proportion score of 50% or greater. J Clin Oncol 37:537–546CrossRefPubMed Reck M et al (2019) Updated Analysis of KEYNOTE-024: pembrolizumab versus platinum-based chemotherapy for advanced non–small-cell lung cancer With PD-L1 tumor proportion score of 50% or greater. J Clin Oncol 37:537–546CrossRefPubMed
35.
go back to reference Mok TSK et al (2019) Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial. Lancet 393:1819–1830CrossRefPubMed Mok TSK et al (2019) Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial. Lancet 393:1819–1830CrossRefPubMed
Metadata
Title
Chemotherapy negatively impacts the tumor immune microenvironment in NSCLC: an analysis of pre- and post-treatment biopsies in the multi-center SAKK19/09 study
Authors
M. A. Amrein
E. D. Bührer
M. L. Amrein
Q. Li
S. Rothschild
C. Riether
R. Jaggi
S. Savic-Prince
L. Bubendorf
O. Gautschi
A. F. Ochsenbein
Publication date
01-02-2021
Publisher
Springer Berlin Heidelberg
Published in
Cancer Immunology, Immunotherapy / Issue 2/2021
Print ISSN: 0340-7004
Electronic ISSN: 1432-0851
DOI
https://doi.org/10.1007/s00262-020-02688-4

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