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Prognostic impact of primary cancer adjoining emphysematous bullae in non-small cell lung cancer patients treated with immune checkpoint inhibitors

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Abstract

Background

Immune checkpoint inhibitors (ICIs) have become a standard therapy in non-small cell lung cancer (NSCLC). Although lung cancer adjoining emphysematous bullae (Ca-ADJ) were reported to express higher programmed cell death-ligand 1 (PD-L1), the predictive impact of Ca-ADJ on the response to ICIs is unknown.

Methods

Two hundred and fifty-seven advanced or recurrent NSCLC patients treated with ICI monotherapy at Kyushu University Hospital and National Hospital Organization Kyushu Cancer Center were analyzed. To minimize the bias arising from the patients’ background, adjusted Kaplan–Meier survival curves and Cox proportional hazards regression analyses using inverse probability of treatment weights (IPTW) were performed.

Results

Of the 257 patients, 55 had Ca-ADJ. Patients with Ca-ADJ were significantly associated with younger age (P = 0.0343), male sex (P = 0.0070), and smoking (P = 0.0080). The objective response rate of cases with Ca-ADJ was significantly higher than that of those without Ca-ADJ (36.4% vs. 20.8%, respectively; P = 0.0167). The disease control rate of cases with Ca-ADJ was also significantly higher than tumors without Ca-ADJ (63.6% vs. 47.5%, respectively; P = 0.0341). The IPTW-adjusted Kaplan–Meier curves showed that patients with Ca-ADJ had significantly longer progression-free survival (PFS) and overall survival (OS) than those without Ca-ADJ (P = 0.0407 and P = 0.0126, respectively). On IPTW-adjusted Cox analysis, Ca-ADJ was an independent predictor of PFS and OS (P < 0.0001 and P < 0.0001, respectively).

Conclusions

Patients with Ca-ADJ may be good candidates for ICIs. These findings should be validated prospectively.

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Availability of data and materials

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Abbreviations

Ca-ADJ:

Cancer adjoining emphysematous bullae

EB:

Emphysematous bullae

ECOG PS:

Eastern Cooperative Oncology Group performance status

EGFR:

Epidermal growth factor receptor

ICI:

Immune checkpoint inhibitor

IPTW:

Inverse probability of treatment weights

NSCLC:

Non-small cell lung cancer

OS:

Overall survival

PD-L1:

Programmed death-ligand 1

PFS:

Progression-free survival

TMB:

Tumor mutation burden

References

  1. Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A (2015) Global cancer statistics, 2012. CA Cancer J Clin 65:87–108. https://doi.org/10.3322/caac.21262

    Article  PubMed  Google Scholar 

  2. Ettinger DS, Akerley W, Bepler G et al (2010) Non-small cell lung cancer. J Natl Compr Canc Netw 8:740–801

    Article  CAS  PubMed  Google Scholar 

  3. Borghaei H, Paz-Ares L, Horn L et al (2015) Nivolumab versus docetaxel in advanced nonsquamous non-small-cell lung cancer. N Engl J Med 373:1627–1639. https://doi.org/10.1056/NEJMoa1507643

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Brahmer J, Reckamp KL, Baas P et al (2015) Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer. N Engl J Med 373:123–135. https://doi.org/10.1056/NEJMoa1504627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Reck M, Rodriguez-Abreu D, Robinson AG et al (2016) Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N Engl J Med 375:1823–1833. https://doi.org/10.1056/NEJMoa1606774

    Article  CAS  PubMed  Google Scholar 

  6. Sacher AG, Gandhi L (2016) Biomarkers for the clinical use of PD-1/PD-L1 inhibitors in non-small-cell lung cancer: a review. JAMA Oncol 2:1217–1222. https://doi.org/10.1001/jamaoncol.2016.0639

    Article  PubMed  Google Scholar 

  7. Takada K, Okamoto T, Shoji F et al (2016) Clinical significance of PD-L1 protein expression in surgically resected primary lung adenocarcinoma. J Thorac Oncol 11:1879–1890. https://doi.org/10.1016/j.jtho.2016.06.006

    Article  PubMed  Google Scholar 

  8. Gandara DR, Paul SM, Kowanetz M et al (2018) Blood-based tumor mutational burden as a predictor of clinical benefit in non-small-cell lung cancer patients treated with atezolizumab. Nat Med 24:1441–1448. https://doi.org/10.1038/s41591-018-0134-3

    Article  CAS  PubMed  Google Scholar 

  9. Takada K, Toyokawa G, Okamoto T et al (2017) A comprehensive analysis of programmed cell death ligand-1 expression with the clone SP142 antibody in non-small-cell lung cancer patients. Clin Lung Cancer 18:572-582.e571. https://doi.org/10.1016/j.cllc.2017.02.004

    Article  CAS  PubMed  Google Scholar 

  10. Korol E (1953) The correlation of carcinoma and congenital cystic emphysema of the lungs: report of ten cases. Dis Chest 23:403–411. https://doi.org/10.1378/chest.23.4.403

    Article  CAS  PubMed  Google Scholar 

  11. Tsutsui M, Araki Y, Shirakusa T, Inutsuka S (1988) Characteristic radiographic features of pulmonary carcinoma associated with large bulla. Ann Thorac Surg 46:679–683. https://doi.org/10.1016/S0003-4975(10)64733-9

    Article  CAS  PubMed  Google Scholar 

  12. Nickoladze GD (1993) Bullae and lung cancer. J Thorac Cardiovasc Surg 106:186. https://doi.org/10.1016/S0022-5223(19)33764-X

    Article  CAS  PubMed  Google Scholar 

  13. Iwama E, Okamoto I, Yabuuchi H, Takayama K, Harada T, Matsuo Y, Tokunaga S, Baba E, Nakanishi Y (2016) Characteristics of smoking patients with lung cancer with emphysematous bullae. J Thorac Oncol 11:1586–1590. https://doi.org/10.1016/j.jtho.2016.04.024

    Article  PubMed  Google Scholar 

  14. Hanaoka N, Tanaka F, Otake Y, Yanagihara K, Nakagawa T, Kawano Y, Miyahara R, Li M, Wada H (2002) Primary lung carcinoma arising from emphysematous bullae. Lung Cancer 38:185–191. https://doi.org/10.1016/S0169-5002(02)00186-1

    Article  PubMed  Google Scholar 

  15. Toyokawa G, Takada K, Okamoto T et al (2017) High frequency of programmed death-ligand 1 expression in emphysematous bullae-associated lung adenocarcinomas. Clin Lung Cancer 18:504-511.e501. https://doi.org/10.1016/j.cllc.2016.11.011

    Article  CAS  PubMed  Google Scholar 

  16. Toyokawa G, Shimokawa M, Kozuma Y et al (2017) Invasive features of small-sized lung adenocarcinoma adjoining emphysematous bullae. Eur J Cardiothorac Surg 53:372–378. https://doi.org/10.1093/ejcts/ezx295

    Article  Google Scholar 

  17. Goldstraw P, Crowley J, Chansky K, Giroux DJ, Groome PA, Rami-Porta R, Postmus PE, Rusch V, Sobin L (2007) The IASLC Lung Cancer Staging Project: proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM Classification of malignant tumours. J Thorac Oncol 2:706–714. https://doi.org/10.1097/JTO.0b013e31812f3c1a

    Article  PubMed  Google Scholar 

  18. Hansell DM, Bankier AA, MacMahon H, McLoud TC, Muller NL, Remy J (2008) Fleischner Society: glossary of terms for thoracic imaging. Radiology 246:697–722

    Article  PubMed  Google Scholar 

  19. Eisenhauer EA, Therasse P, Bogaerts J et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247. https://doi.org/10.1016/j.ejca.2008.10.026

    Article  CAS  PubMed  Google Scholar 

  20. Teraoka S, Fujimoto D, Morimoto T et al (2017) Early immune-related adverse events and association with outcome in advanced non-small cell lung cancer patients treated with nivolumab: a prospective cohort study. J Thorac Oncol 12:1798–1805. https://doi.org/10.1016/j.jtho.2017.08.022

    Article  PubMed  Google Scholar 

  21. Nagai Y, Miyazawa H et al (2005) Genetic heterogeneity of the epidermal growth factor receptor in non-small cell lung cancer cell lines revealed by a rapid and sensitive detection system, the peptide nucleic acid-locked nucleic acid PCR clamp. Cancer Res 65:7276–7282. https://doi.org/10.1158/0008-5472.can-05-0331

    Article  CAS  PubMed  Google Scholar 

  22. Xie J, Liu C (2005) Adjusted Kaplan–Meier estimator and log-rank test with inverse probability of treatment weighting for survival data. Stat Med 24:3089–3110. https://doi.org/10.1002/sim.2174

    Article  PubMed  Google Scholar 

  23. Dudnik E, Moskovitz M, Daher S et al (2018) Effectiveness and safety of nivolumab in advanced non-small cell lung cancer: the real-life data. Lung Cancer 126:217–223. https://doi.org/10.1016/j.lungcan.2017.11.015

    Article  PubMed  Google Scholar 

  24. Fujimoto D, Yoshioka H, Kataoka Y et al (2018) Efficacy and safety of nivolumab in previously treated patients with non-small cell lung cancer: a multicenter retrospective cohort study. Lung Cancer 119:14–20. https://doi.org/10.1016/j.lungcan.2018.02.017

    Article  PubMed  Google Scholar 

  25. Kobayashi K, Nakachi I, Naoki K et al (2018) Real-world efficacy and safety of nivolumab for advanced non-small-cell lung cancer: a retrospective multicenter analysis. Clin Lung Cancer 19:e349–e358. https://doi.org/10.1016/j.cllc.2018.01.001

    Article  CAS  PubMed  Google Scholar 

  26. Stoloff IL, Kanofsky P, Magilner L (1971) The risk of lung cancer in males with bullous disease of the lung. Arch Environ Health 22:163–167. https://doi.org/10.1080/00039896.1971.10665827

    Article  CAS  PubMed  Google Scholar 

  27. Goldstein MJ, Snider GL, Liberson M, Poske RM (1968) Bronchogenic carcinoma and giant bullous disease. Am Rev Respir Dis 97:1062–1070. https://doi.org/10.1164/arrd.1968.97.6P1.1062

    Article  CAS  PubMed  Google Scholar 

  28. Osada H, Takahashi T (2002) Genetic alterations of multiple tumor suppressors and oncogenes in the carcinogenesis and progression of lung cancer. Oncogene 21:7421–7434. https://doi.org/10.1038/sj.onc.1205802

    Article  CAS  PubMed  Google Scholar 

  29. Ilie M, Long-Mira E, Bence C et al (2016) Comparative study of the PD-L1 status between surgically resected specimens and matched biopsies of NSCLC patients reveal major discordances: a potential issue for anti-PD-L1 therapeutic strategies. Ann Oncol 27:147–153. https://doi.org/10.1093/annonc/mdv489

    Article  CAS  PubMed  Google Scholar 

  30. Paz-Ares L, Luft A, Vicente D et al (2018) Pembrolizumab plus chemotherapy for squamous non-small-cell lung cancer. N Engl J Med 379:2040–2051. https://doi.org/10.1056/NEJMoa1810865

    Article  CAS  PubMed  Google Scholar 

  31. Gandhi L, Rodriguez-Abreu D, Gadgeel S et al (2018) Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer. N Engl J Med 378:2078–2092. https://doi.org/10.1056/NEJMoa1801005

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We thank Edanz Group (https://en-author-services.edanzgroup.com/) for editing a draft of this manuscript.

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Correspondence to Shinkichi Takamori.

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The authors declare no conflicts of interest in association with this study.

Ethical approval

This study was approved by our institutional review boards (Kyushu University, IRB no. 2019–195 and National Hospital Organization Kyushu Cancer Center, IRB no. 2019-45).

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Takamori, S., Takada, K., Shimokawa, M. et al. Prognostic impact of primary cancer adjoining emphysematous bullae in non-small cell lung cancer patients treated with immune checkpoint inhibitors. Cancer Immunol Immunother 70, 1745–1753 (2021). https://doi.org/10.1007/s00262-020-02783-6

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