Predictive ability of a drug-based score in patients with advanced non-small-cell lung cancer receiving first-line immunotherapy.


Journal

European journal of cancer (Oxford, England : 1990)
ISSN: 1879-0852
Titre abrégé: Eur J Cancer
Pays: England
ID NLM: 9005373

Informations de publication

Date de publication:
06 2021
Historique:
received: 04 03 2021
revised: 16 03 2021
accepted: 18 03 2021
pubmed: 3 5 2021
medline: 26 10 2021
entrez: 2 5 2021
Statut: ppublish

Résumé

We previously demonstrated the cumulative poor prognostic role of concomitant medications on the clinical outcome of patients with advanced cancer treated with immune checkpoint inhibitors, creating and validating a drug-based prognostic score to be calculated before immunotherapy initiation in patients with advanced solid tumours. This 'drug score' was calculated assigning score 1 for each between proton-pump inhibitor and antibiotic administration until a month before cancer therapy initiation and score 2 in case of corticosteroid intake. The good risk group included patients with score 0, intermediate risk with score 1-2 and poor risk with score 3-4. Aiming at validating the prognostic and putative predictive ability depending on the anticancer therapy, we performed the present comparative analysis in two cohorts of advanced non-small-cell lung cancer (NSCLC), respectively, receiving first-line pembrolizumab or chemotherapy through a random case-control matching and through a pooled multivariable analysis including the interaction between the computed score and the therapeutic modality (pembrolizumab vs chemotherapy). Nine hundred fifty and 595 patients were included in the pembrolizumab and chemotherapy cohorts, respectively. After the case-control random matching, 589 patients from the pembrolizumab cohort and 589 from the chemotherapy cohort were paired, with no statistically significant differences between the characteristics of the matched subjects. Among the pembrolizumab-treated group, good, intermediate and poor risk evaluable patients achieved an objective response rate (ORR) of 50.0%, 37.7% and 23.4%, respectively, (p < 0.0001), whereas among the chemotherapy-treated group, patients achieved an ORR of 37.0%, 40.0% and 32.4%, respectively (p = 0.4346). The median progression-free survival (PFS) of good, intermediate and poor risk groups was 13.9 months, 6.3 months and 2.8 months, respectively, within the pembrolizumab cohort (p < 0.0001), and 6.2 months, 6.2 months and 4.3 months, respectively, within the chemotherapy cohort (p = 0.0280). Among the pembrolizumab-treated patients, the median overall survival (OS) for good, intermediate and poor risk patients was 31.4 months, 14.5 months and 5.8 months, respectively, (p < 0.0001), whereas among the chemotherapy-treated patients, it was 18.3 months, 16.8 months and 10.6 months, respectively (p = 0.0003). A similar trend was reported considering the two entire populations. At the pooled analysis, the interaction term between the score and the therapeutic modality was statistically significant with respect to ORR (p = 0.0052), PFS (p = 0.0003) and OS (p < 0.0001), confirming the significantly different effect of the score within the two cohorts. Our 'drug score' showed a predictive ability with respect to ORR in the immunotherapy cohort only, suggesting it might be a useful tool for identifying patients unlikely to benefit from first-line single-agent pembrolizumab. In addition, the prognostic stratification in terms of PFS and OS was significantly more pronounced among the pembrolizumab-treated patients.

Sections du résumé

BACKGROUND
We previously demonstrated the cumulative poor prognostic role of concomitant medications on the clinical outcome of patients with advanced cancer treated with immune checkpoint inhibitors, creating and validating a drug-based prognostic score to be calculated before immunotherapy initiation in patients with advanced solid tumours. This 'drug score' was calculated assigning score 1 for each between proton-pump inhibitor and antibiotic administration until a month before cancer therapy initiation and score 2 in case of corticosteroid intake. The good risk group included patients with score 0, intermediate risk with score 1-2 and poor risk with score 3-4.
METHODS
Aiming at validating the prognostic and putative predictive ability depending on the anticancer therapy, we performed the present comparative analysis in two cohorts of advanced non-small-cell lung cancer (NSCLC), respectively, receiving first-line pembrolizumab or chemotherapy through a random case-control matching and through a pooled multivariable analysis including the interaction between the computed score and the therapeutic modality (pembrolizumab vs chemotherapy).
RESULTS
Nine hundred fifty and 595 patients were included in the pembrolizumab and chemotherapy cohorts, respectively. After the case-control random matching, 589 patients from the pembrolizumab cohort and 589 from the chemotherapy cohort were paired, with no statistically significant differences between the characteristics of the matched subjects. Among the pembrolizumab-treated group, good, intermediate and poor risk evaluable patients achieved an objective response rate (ORR) of 50.0%, 37.7% and 23.4%, respectively, (p < 0.0001), whereas among the chemotherapy-treated group, patients achieved an ORR of 37.0%, 40.0% and 32.4%, respectively (p = 0.4346). The median progression-free survival (PFS) of good, intermediate and poor risk groups was 13.9 months, 6.3 months and 2.8 months, respectively, within the pembrolizumab cohort (p < 0.0001), and 6.2 months, 6.2 months and 4.3 months, respectively, within the chemotherapy cohort (p = 0.0280). Among the pembrolizumab-treated patients, the median overall survival (OS) for good, intermediate and poor risk patients was 31.4 months, 14.5 months and 5.8 months, respectively, (p < 0.0001), whereas among the chemotherapy-treated patients, it was 18.3 months, 16.8 months and 10.6 months, respectively (p = 0.0003). A similar trend was reported considering the two entire populations. At the pooled analysis, the interaction term between the score and the therapeutic modality was statistically significant with respect to ORR (p = 0.0052), PFS (p = 0.0003) and OS (p < 0.0001), confirming the significantly different effect of the score within the two cohorts.
CONCLUSION
Our 'drug score' showed a predictive ability with respect to ORR in the immunotherapy cohort only, suggesting it might be a useful tool for identifying patients unlikely to benefit from first-line single-agent pembrolizumab. In addition, the prognostic stratification in terms of PFS and OS was significantly more pronounced among the pembrolizumab-treated patients.

Identifiants

pubmed: 33934059
pii: S0959-8049(21)00208-2
doi: 10.1016/j.ejca.2021.03.041
pii:
doi:

Substances chimiques

Adrenal Cortex Hormones 0
Anti-Bacterial Agents 0
Antibodies, Monoclonal, Humanized 0
Immune Checkpoint Inhibitors 0
Proton Pump Inhibitors 0
pembrolizumab DPT0O3T46P

Types de publication

Journal Article Multicenter Study Validation Study

Langues

eng

Sous-ensembles de citation

IM

Pagination

224-231

Commentaires et corrections

Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2021 Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of interest statement S.B. received honoraria as a speaker at scientific events and for the advisory role from Bristol Myers Squibb (BMS), Pfizer, MSD, Ipsen, Roche, Eli Lilly, AstraZeneca and Novartis. M.B. received honoraria as a speaker at scientific events from Bristol Myers Squibb (BMS), Novartis, AstraZeneca and Pfizer and as a consultant for the advisory role from Novartis, BMS and Pfizer; she also received fees for copyright transfer from Sciclone Pharmaceuticals and research funding from Seqirus UK, Pfizer, Novartis, BMS, AstraZeneca, Roche S.p.A. and Sanofi Genzyme. R.G. received speaker fees and grant consultancies from AstraZeneca and Roche. J.G.J.V.A. reports receiving commercial research grants from Amphera and Roche, holds ownership interest (including patents) in Amphera BV and is a consultant/advisory board member for Amphera, Boehringer Ingelheim, Bristol Myers Squibb, Eli Lilly, MSD and Roche. A.F. received grant consultancies from Roche, Pfizer, Astellas and BMS. F.M. received grant consultancies from MSD and Takeda. R.C. received speaker fees from BMS, MSD, Takeda, Pfizer, Roche and AstraZeneca. C.G. received speaker fees/grant consultancies from AstraZeneca, BMS, Boehringer Ingelheim, Roche and MSD. M.R. received honoraria for scientific events from Roche, AstraZeneca, BMS, MSD and Boehringer Ingelheim. E.B. received speaker and travel fees from MSD, AstraZeneca, Pfizer, Helsinn, Eli Lilly, BMS, Novartis and Roche and grant consultancies from Roche and Pfizer. M.C.G. received grants from MSD, AstraZeneca, Novartis, Roche, Pfizer, Celgene, Tiziana Sciences, Clovis, Merck, Bayer, GSK, Spectrum and Blueprint; personal fees from Eli Lilly, Boehringer Ingelheim, Otsuka Pharma, AstraZeneca, Novartis, BMS, Roche, Pfizer, Celgene, Incyte, Inivata, Takeda, Bayer, MSD, Sanofi, Seattle Genetics and Daiichi Sankyo and other financial supports from Eli Lilly, AstraZeneca, Novartis, BMS, Roche, Pfizer, Celgene, Tiziana Sciences, Clovis, Merck Serono, MSD, GSK, Spectrum and Blueprint. A.A. received grant consultancies from Takeda, MSD, BMJ, AstraZeneca, Roche and Pfizer. M.D.M. received research funding from Tesaro-GlaxoSmithKline and acted in a consulting/advisory role for Novartis, Pfizer, Eisai, Takeda, Janssen, Astellas, Roche and AstraZeneca. D.J.P. received lecture fees from ViiV Healthcare and Bayer Healthcare; travel expenses from BMS and Bayer Healthcare; consulting fees for Mina Therapeutics, EISAI, Roche and AstraZeneca and research funding (to the institution) from MSD and BMS. M.T. received honoraria from MSD, BMS, Boehringer (BI), Takeda and AstraZeneca and research funding from AstraZeneca. A.C. received speaker fees and grant consultancies from AstraZeneca, MSD, BMS, Roche, Novartis, Istituto Gentili and Astellas. All the other authors declare no competing interests.

Auteurs

Sebastiano Buti (S)

Medical Oncology Unit, University Hospital of Parma, Parma, Italy.

Melissa Bersanelli (M)

Medical Oncology Unit, University Hospital of Parma, Parma, Italy.

Fabiana Perrone (F)

Medical Oncology Unit, University Hospital of Parma, Parma, Italy.

Sergio Bracarda (S)

Struttura Complessa di Oncologia Medica e Traslazionale, Azienda Ospedaliera Santa Maria di Terni, Italy.

Massimo Di Maio (M)

Department of Oncology, University of Turin and Medical Oncology, AO Ordine Mauriziano, Turin, Italy.

Raffaele Giusti (R)

Medical Oncolgy, St. Andrea Hospital, Rome, Italy.

Olga Nigro (O)

Medical Oncology, ASST-Sette Laghi, Varese, Italy.

Diego L Cortinovis (DL)

Medical Oncology, Ospedale San Gerardo, Monza, Italy.

Joachim G J V Aerts (JGJV)

Department of Pulmonary Diseases, Erasmus Medical Center, Rotterdam, the Netherlands.

Giorgia Guaitoli (G)

Dipartimeto di Oncologia Ed Ematologia, AOU Policlinico Modena, Modena, Italy.

Fausto Barbieri (F)

Dipartimeto di Oncologia Ed Ematologia, AOU Policlinico Modena, Modena, Italy.

Miriam G Ferrara (MG)

Comprehensive Cancer Center, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Lazio, Italy.

Emilio Bria (E)

Comprehensive Cancer Center, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy; Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Lazio, Italy.

Francesco Grossi (F)

Division of Medical Oncology, University of Insubria, Varese, Italy.

Claudia Bareggi (C)

Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.

Rossana Berardi (R)

Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy.

Mariangela Torniai (M)

Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy.

Luca Cantini (L)

Department of Pulmonary Diseases, Erasmus Medical Center, Rotterdam, the Netherlands; Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy.

Vincenzo Sforza (V)

Thoracic Medical Oncology, Istituto Nazionale Tumori "Fondazione G Pascale", IRCCS, Napoli, Italy.

Carlo Genova (C)

Lung Cancer Unit IRCCS Ospedale Policlinico San Martino, Genova, Italy.

Rita Chiari (R)

Medical Oncology, Ospedali Riuniti Padova Sud "Madre Teresa Di Calcutta", Monselice, Italy.

Danilo Rocco (D)

Pneumo-Oncology Unit, Monaldi Hospital, Naples, Italy.

Luigi Della Gravara (L)

Pneumo-Oncology Unit, Monaldi Hospital, Naples, Italy.

Stefania Gori (S)

Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, VR, Italy.

Michele De Tursi (M)

Dipartimento di Terapie Innovative in Medicina e Odontoiatria, Università G. D'Annunzio, Chieti-Pescara, Chieti, Italy.

Pietro Di Marino (P)

Clinical Oncology Unit, S.S. Annunziata Hospital, Chieti, Italy.

Giovanni Mansueto (G)

Medical Oncology, F. Spaziani Hospital, Frosinone, Italy.

Federica Zoratto (F)

Medical Oncology, Santa Maria Goretti Hospital, Latina, Italy.

Marco Filetti (M)

Medical Oncolgy, St. Andrea Hospital, Rome, Italy.

Fabrizio Citarella (F)

Medical Oncology, Campus Bio-Medico University, Rome, Italy.

Marco Russano (M)

Medical Oncology, Campus Bio-Medico University, Rome, Italy.

Francesca Mazzoni (F)

Department of Oncology, Careggi University Hospital, Florence, Italy.

Marina C Garassino (MC)

Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy.

Alessandro De Toma (A)

Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy.

Diego Signorelli (D)

Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.

Alain Gelibter (A)

Medical Oncology (B), Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy.

Marco Siringo (M)

Medical Oncology (B), Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy.

Alessandro Follador (A)

Department of Oncology, University Hospital Santa Maria Della Misericordia, Udine, Italy.

Renato Bisonni (R)

Medical Oncology, Fermo Area Vasta 4, Fermo, Italy.

Alessandro Tuzi (A)

Medical Oncology, ASST-Sette Laghi, Varese, Italy.

Gabriele Minuti (G)

Department of Oncology and Hematology, AUSL Romagna, Ravenna, Italy.

Lorenza Landi (L)

Department of Oncology and Hematology, AUSL Romagna, Ravenna, Italy.

Serena Ricciardi (S)

Pneumo-Oncology Unit, St. Camillo-Forlanini Hospital, Rome, Italy.

Maria R Migliorino (MR)

Pneumo-Oncology Unit, St. Camillo-Forlanini Hospital, Rome, Italy.

Fabrizio Tabbò (F)

Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, (TO), Italy.

Emanuela Olmetto (E)

Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, (TO), Italy.

Giulio Metro (G)

Department of Medical Oncology, Santa Maria Della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy.

Vincenzo Adamo (V)

Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Italy.

Alessandro Russo (A)

Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Italy.

Gian P Spinelli (GP)

UOC Territorial Oncology of Aprilia, AUSL Latina, University of Rome Sapienza, Aprilia, Italy.

Giuseppe L Banna (GL)

Portsmouth Hospitals University NHS Trust, Portsmouth, UK.

Alfredo Addeo (A)

Oncology Department, University Hospital of Geneva, Geneva, Switzerland.

Alex Friedlaender (A)

Oncology Department, University Hospital of Geneva, Geneva, Switzerland.

Katia Cannita (K)

Medical Oncology, St. Salvatore Hospital, L'Aquila, Italy.

Giampiero Porzio (G)

Medical Oncology, St. Salvatore Hospital, L'Aquila, Italy.

Corrado Ficorella (C)

Medical Oncology, St. Salvatore Hospital, L'Aquila, Italy; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.

Luca Carmisciano (L)

DISSAL-Biostatistics Unit, University of Genoa, Genova, Italy.

David J Pinato (DJ)

Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK; Department of Translational Medicine, Università del Piemonte Orientale "A. Avogadro", Novara, Italy.

Giulia Mazzaschi (G)

Medical Oncology Unit, University Hospital of Parma, Parma, Italy.

Marcello Tiseo (M)

Medical Oncology Unit, University Hospital of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy.

Alessio Cortellini (A)

Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy; Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK. Electronic address: a.cortellini@imperial.ac.uk.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH