From Anti-PD-1/PD-L1 to CTLA-4 and to MUC1—Is the Better Response to Treatment in Smokers of Cancer Patients Drug Specific?

Whether smokers respond to anti-cancer drugs differently than non-smokers remains controversial. The objective of this study is to explore whether the better response of the smokers is specific to therapy of anti-PD-1/PD-L1, anti-checkpoint inhibitor, individual drugs on the cell surface, or lung cancer. Our results showed that among all non-small cell lung cancer (NSCLC) patients, when the data from anti-PD-1/PD-L1, anti-CTLA-4, and anti-MUC1 drugs are combined, the mean hazard ratios (HR) of smokers and non-smokers were 0.751 and 1.016, respectively. A meta-analysis with a fixed effect (FE) model indicated that the smokers have an HR value of 0.023 lower than that of the non-smokers. A stratified subgroup meta-analysis indicated that when treated with anti-CTLA-4 drugs, smokers had reduced HR values of 0.152 and 0.165 on average and FE model meta-analysis, respectively. When treated with an anti-MUC1 drug, smokers had reduced HR values of 1.563 and 0.645, on average and FE model meta-analysis, respectively. When treated with a combination of nivolumab and ipilimumab drugs, smokers had, on average, reduced HR and FE model meta-analysis values (0.257 and 0.141), respectively. Smoking is a clinical response predictor for anti-PD/PD-L1 monotherapy or first-line treatment in lung, urothelial carcinoma, and head and neck cancer. Smokers treated with other drugs have shown worse responses in comparison to non-smokers. These data suggest that, along with the progress in the development of new drugs for cancer, drugs acting on specific genotypes of smokers likely will arise.

[1]  J. Ji,et al.  Responses of smoking and nonsmoking cancer patients to drug treatment , 2020, Medicine.

[2]  T. Yamanaka,et al.  Randomized Phase III Study of Continuation Maintenance Bevacizumab With or Without Pemetrexed in Advanced Nonsquamous Non-Small-Cell Lung Cancer: COMPASS (WJOG5610L). , 2019, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[3]  K. Syrigos,et al.  Nivolumab plus Ipilimumab in Advanced Non-Small-Cell Lung Cancer. , 2019, The New England journal of medicine.

[4]  I. Miinalainen,et al.  Localization of transmembrane mucin MUC1 on the apical surface of oral mucosal cells , 2019, Ultrastructural pathology.

[5]  N. Reinmuth,et al.  Atezolizumab in combination with carboplatin plus nab-paclitaxel chemotherapy compared with chemotherapy alone as first-line treatment for metastatic non-squamous non-small-cell lung cancer (IMpower130): a multicentre, randomised, open-label, phase 3 trial. , 2019, The Lancet. Oncology.

[6]  Jianying Zhou,et al.  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 , 2019, The Lancet.

[7]  Ying Cheng,et al.  Nivolumab Versus Docetaxel in a Predominantly Chinese Patient Population With Previously Treated Advanced NSCLC: CheckMate 078 Randomized Phase III Clinical Trial , 2019, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[8]  A. Gemma,et al.  Erlotinib plus bevacizumab versus erlotinib alone in patients with EGFR-positive advanced non-squamous non-small-cell lung cancer (NEJ026): interim analysis of an open-label, randomised, multicentre, phase 3 trial. , 2019, The Lancet. Oncology.

[9]  I. Melero,et al.  Prophylactic TNF blockade uncouples efficacy and toxicity in dual CTLA-4 and PD-1 immunotherapy , 2019, Nature.

[10]  M. Satouchi,et al.  KEYNOTE‐025: Phase 1b study of pembrolizumab in Japanese patients with previously treated programmed death ligand 1–positive advanced non–small‐cell lung cancer , 2019, Cancer science.

[11]  R. Motzer,et al.  Avelumab plus Axitinib versus Sunitinib for Advanced Renal‐Cell Carcinoma , 2019, The New England journal of medicine.

[12]  N. Roozbeh,et al.  Efficacy of nivolumab as checkpoint inhibitor drug on survival rate of patients with relapsed/refractory classical Hodgkin lymphoma: a meta-analysis of prospective clinical study , 2019, Clinical and Translational Oncology.

[13]  S. Lantuejoul,et al.  Nivolumab or nivolumab plus ipilimumab in patients with relapsed malignant pleural mesothelioma (IFCT-1501 MAPS2): a multicentre, open-label, randomised, non-comparative, phase 2 trial. , 2019, The Lancet. Oncology.

[14]  A. Tafreshi,et al.  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. , 2019, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[15]  O. V. Matorin,et al.  Pembrolizumab versus methotrexate, docetaxel, or cetuximab for recurrent or metastatic head-and-neck squamous cell carcinoma (KEYNOTE-040): a randomised, open-label, phase 3 study , 2019, The Lancet.

[16]  D. Aisner,et al.  Predictive value of oncogenic driver subtype, programmed death‐1 ligand (PD‐L1) score, and smoking status on the efficacy of PD‐1/PD‐L1 inhibitors in patients with oncogene‐driven non–small cell lung cancer , 2018, Cancer.

[17]  Keunchil Park,et al.  Avelumab versus docetaxel in patients with platinum-treated advanced non-small-cell lung cancer (JAVELIN Lung 200): an open-label, randomised, phase 3 study. , 2018, The Lancet. Oncology.

[18]  A. Tafreshi,et al.  Pembrolizumab plus Chemotherapy for Squamous Non–Small‐Cell Lung Cancer , 2018, The New England journal of medicine.

[19]  D. Planchard,et al.  Overall Survival with Durvalumab after Chemoradiotherapy in Stage III NSCLC , 2018, The New England journal of medicine.

[20]  Keunchil Park,et al.  Nivolumab in advanced non-small-cell lung cancer patients who failed prior platinum-based chemotherapy. , 2018, Lung cancer.

[21]  Federico Cappuzzo,et al.  Atezolizumab for First‐Line Treatment of Metastatic Nonsquamous NSCLC , 2018, The New England journal of medicine.

[22]  Shenhong Wu,et al.  An evaluation of nivolumab for the treatment of metastatic renal cell carcinoma , 2018, Expert opinion on biological therapy.

[23]  T. Chinet,et al.  Clinical factors associated with early progression and grade 3–4 toxicity in patients with advanced non-small-cell lung cancers treated with nivolumab , 2018, PloS one.

[24]  Arnaud Boyer,et al.  Durvalumab after chemoradiotherapy in stage III non-small cell lung cancer. , 2018, Journal of thoracic disease.

[25]  S. Novello,et al.  Pembrolizumab plus Chemotherapy in Metastatic Non–Small‐Cell Lung Cancer , 2018, The New England journal of medicine.

[26]  J. Szustakowski,et al.  Nivolumab plus Ipilimumab in Lung Cancer with a High Tumor Mutational Burden , 2018, The New England journal of medicine.

[27]  Keunchil Park,et al.  Durvalumab as third-line or later treatment for advanced non-small-cell lung cancer (ATLANTIC): an open-label, single-arm, phase 2 study. , 2018, The Lancet. Oncology.

[28]  P. Hegde,et al.  Atezolizumab versus chemotherapy in patients with platinum-treated locally advanced or metastatic urothelial carcinoma (IMvigor211): a multicentre, open-label, phase 3 randomised controlled trial , 2018, The Lancet.

[29]  D. Planchard,et al.  Durvalumab in non-small-cell lung cancer patients: current developments. , 2018, Future oncology.

[30]  A. Pantuck,et al.  Durvalumab: an investigational anti-PD-L1 monoclonal antibody for the treatment of urothelial carcinoma , 2018, Drug design, development and therapy.

[31]  Charles Schmidt The benefits of immunotherapy combinations , 2017, Nature.

[32]  R. Motzer,et al.  CheckMate 025 Randomized Phase 3 Study: Outcomes by Key Baseline Factors and Prior Therapy for Nivolumab Versus Everolimus in Advanced Renal Cell Carcinoma. , 2017, European urology.

[33]  D. Carbone,et al.  First-Line Nivolumab in Stage IV or Recurrent Non-Small Cell Lung Cancer , 2017 .

[34]  Minghui Zhang,et al.  PD-L1 expression in lung cancer and its correlation with driver mutations: a meta-analysis , 2017, Scientific Reports.

[35]  R. Govindan,et al.  Phase III Trial of Ipilimumab Combined With Paclitaxel and Carboplatin in Advanced Squamous Non-Small-Cell Lung Cancer. , 2017, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[36]  G. Zalcman,et al.  Bevacizumab in advanced lung cancer: state of the art. , 2017, Future oncology.

[37]  S. Formenti,et al.  Previous radiotherapy and the clinical activity and toxicity of pembrolizumab in the treatment of non-small-cell lung cancer: a secondary analysis of the KEYNOTE-001 phase 1 trial. , 2017, The Lancet. Oncology.

[38]  J. Gulley,et al.  Avelumab for the treatment of metastatic Merkel cell carcinoma. , 2017, Drugs of today.

[39]  M. Socinski,et al.  Maintenance Sunitinib following Initial Platinum‐Based Combination Chemotherapy in Advanced‐Stage IIIB/IV Non–Small Cell Lung Cancer: A Randomized, Double‐Blind, Placebo‐Controlled Phase III Study—CALGB 30607 (Alliance) , 2017, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[40]  A. Jimeno,et al.  Atezolizumab: A novel PD-L1 inhibitor in cancer therapy with a focus in bladder and non-small cell lung cancers. , 2017, Drugs of today.

[41]  M. Satouchi,et al.  Phase I/II study of tecemotide as immunotherapy in Japanese patients with unresectable stage III non-small cell lung cancer. , 2017, Lung cancer.

[42]  S. Culine,et al.  Pembrolizumab as Second‐Line Therapy for Advanced Urothelial Carcinoma , 2017, The New England journal of medicine.

[43]  Carlos Barrios,et al.  Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): a phase 3, open-label, multicentre randomised controlled trial , 2017, The Lancet.

[44]  J. Radford Nivolumab for recurrent squamous-cell carcinoma of the head and neck , 2016, BDJ.

[45]  Y. Shentu,et al.  Pembrolizumab versus Chemotherapy for PD-L1-Positive Non-Small-Cell Lung Cancer. , 2016, The New England journal of medicine.

[46]  S. Gettinger,et al.  Nivolumab in Combination With Platinum-Based Doublet Chemotherapy for First-Line Treatment of Advanced Non-Small-Cell Lung Cancer. , 2016, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[47]  S. Gettinger,et al.  Nivolumab Monotherapy for First-Line Treatment of Advanced Non-Small-Cell Lung Cancer. , 2016, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[48]  Michael Thomas,et al.  Phase III Randomized Trial of Ipilimumab Plus Etoposide and Platinum Versus Placebo Plus Etoposide and Platinum in Extensive-Stage Small-Cell Lung Cancer. , 2016, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[49]  B. Milleron,et al.  Bevacizumab for newly diagnosed pleural mesothelioma in the Mesothelioma Avastin Cisplatin Pemetrexed Study (MAPS): a randomised, controlled, open-label, phase 3 trial , 2016, The Lancet.

[50]  A. Drilon,et al.  Pembrolizumab for the treatment of PD-L1 positive advanced or metastatic non-small cell lung cancer , 2016, Expert review of anticancer therapy.

[51]  P. Jänne,et al.  Expression of PD-1 and Its Ligands, PD-L1 and PD-L2, in Smokers and Never Smokers with KRAS-Mutant Lung Cancer , 2015, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[52]  C. Rudin,et al.  Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer. , 2015, The New England journal of medicine.

[53]  Y. Wu,et al.  Final overall survival results from a randomised, phase III study of erlotinib versus chemotherapy as first-line treatment of EGFR mutation-positive advanced non-small-cell lung cancer (OPTIMAL, CTONG-0802). , 2015, Annals of oncology : official journal of the European Society for Medical Oncology.

[54]  L. Crinò,et al.  Nivolumab versus Docetaxel in Advanced Squamous-Cell Non-Small-Cell Lung Cancer. , 2015, The New England journal of medicine.

[55]  R. Ferris,et al.  CTLA-4⁺ Regulatory T Cells Increased in Cetuximab-Treated Head and Neck Cancer Patients Suppress NK Cell Cytotoxicity and Correlate with Poor Prognosis. , 2015, Cancer research.

[56]  J. Lunceford,et al.  Pembrolizumab for the treatment of non-small-cell lung cancer. , 2015, The New England journal of medicine.

[57]  B. Cho,et al.  Nivolumab in NSCLC: latest evidence and clinical potential , 2015, Therapeutic advances in medical oncology.

[58]  C. Obasaju,et al.  PRONOUNCE: Randomized, Open-Label, Phase III Study of First-Line Pemetrexed + Carboplatin Followed by Maintenance Pemetrexed versus Paclitaxel + Carboplatin + Bevacizumab Followed by Maintenance Bevacizumab in Patients ith Advanced Nonsquamous Non–Small-Cell Lung Cancer , 2014, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[59]  H. Groen,et al.  Maintenance bevacizumab-pemetrexed after first-line cisplatin-pemetrexed-bevacizumab for advanced nonsquamous nonsmall-cell lung cancer: updated survival analysis of the AVAPERL (MO22089) randomized phase III trial. , 2014, Annals of oncology : official journal of the European Society for Medical Oncology.

[60]  M. Rubin,et al.  ATLAS: randomized, double-blind, placebo-controlled, phase IIIB trial comparing bevacizumab therapy with or without erlotinib, after completion of chemotherapy, with bevacizumab for first-line treatment of advanced non-small-cell lung cancer. , 2013, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[61]  H. Groen,et al.  Randomized phase III trial of maintenance bevacizumab with or without pemetrexed after first-line induction with bevacizumab, cisplatin, and pemetrexed in advanced nonsquamous non-small-cell lung cancer: AVAPERL (MO22089). , 2013, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[62]  G. Scagliotti,et al.  Sunitinib plus erlotinib versus placebo plus erlotinib in patients with previously treated advanced non-small-cell lung cancer: a phase III trial. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[63]  J. Hainsworth,et al.  Efficacy of bevacizumab plus erlotinib versus erlotinib alone in advanced non-small-cell lung cancer after failure of standard first-line chemotherapy (BeTa): a double-blind, placebo-controlled, phase 3 trial , 2011, The Lancet.

[64]  D. Sidransky,et al.  Cigarette smoking is strongly associated with mutation of the K‐ras gene in patients with primary adenocarcinoma of the lung , 2001, Cancer.

[65]  K. Nakachi,et al.  Genetic susceptibility to squamous cell carcinoma of the lung in relation to cigarette smoking dose. , 1991, Cancer research.

[66]  W. Cho,et al.  Attention on Smoking Status to PD-1/PD-L1 Drugs on Non-Small Lung Cancer Patients , 2019, Journal of Cancer Science and Clinical Therapeutics.

[67]  F. Aversa,et al.  The circulating pool of functionally competent NK and CD8+ cells predicts the outcome of anti-PD1 treatment in advanced NSCLC. , 2019, Lung cancer.

[68]  W. Gu,et al.  Sex Differences in Hazard Ratio During Drug Treatment of Non-small-cell Lung Cancer in Major Clinical Trials: A Focused Data Review and Meta-analysis. , 2017, Clinical therapeutics.

[69]  M. Socinski,et al.  Tecemotide (L-BLP25) versus placebo after chemoradiotherapy for stage III non-small-cell lung cancer (START): a randomised, double-blind, phase 3 trial. , 2014, The Lancet. Oncology.