1
|
Buti S, Bersanelli M, Perrone F, Bracarda S, Di Maio M, Giusti R, Nigro O, Cortinovis DL, Aerts JGJV, Guaitoli G, Barbieri F, Ferrara MG, Bria E, Grossi F, Bareggi C, Berardi R, Torniai M, Cantini L, Sforza V, Genova C, Chiari R, Rocco D, Della Gravara L, Gori S, De Tursi M, Di Marino P, Mansueto G, Zoratto F, Filetti M, Citarella F, Russano M, Mazzoni F, Garassino MC, De Toma A, Signorelli D, Gelibter A, Siringo M, Follador A, Bisonni R, Tuzi A, Minuti G, Landi L, Ricciardi S, Migliorino MR, Tabbò F, Olmetto E, Metro G, Adamo V, Russo A, Spinelli GP, Banna GL, Addeo A, Friedlaender A, Cannita K, Porzio G, Ficorella C, Carmisciano L, Pinato DJ, Mazzaschi G, Tiseo M, Cortellini A. Predictive ability of a drug-based score in patients with advanced non-small-cell lung cancer receiving first-line immunotherapy. Eur J Cancer 2021; 150:224-231. [PMID: 33934059 DOI: 10.1016/j.ejca.2021.03.041] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 03/16/2021] [Accepted: 03/18/2021] [Indexed: 12/11/2022]
Abstract
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.
Collapse
Affiliation(s)
- Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | | | - Fabiana Perrone
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Sergio Bracarda
- Struttura Complessa di Oncologia Medica e Traslazionale, Azienda Ospedaliera Santa Maria di Terni, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Turin and Medical Oncology, AO Ordine Mauriziano, Turin, Italy
| | | | - Olga Nigro
- Medical Oncology, ASST-Sette Laghi, Varese, Italy
| | | | - Joachim G J V Aerts
- Department of Pulmonary Diseases, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Giorgia Guaitoli
- Dipartimeto di Oncologia Ed Ematologia, AOU Policlinico Modena, Modena, Italy
| | - Fausto Barbieri
- Dipartimeto di Oncologia Ed Ematologia, AOU Policlinico Modena, Modena, Italy
| | - Miriam G Ferrara
- 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
- 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
- Division of Medical Oncology, University of Insubria, Varese, Italy
| | - Claudia Bareggi
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Rossana Berardi
- Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy
| | - Mariangela Torniai
- Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy
| | - Luca Cantini
- Department of Pulmonary Diseases, Erasmus Medical Center, Rotterdam, the Netherlands; Oncology Clinic, Università Politecnica Delle Marche, Ospedali Riuniti Di Ancona, Ancona, Italy
| | - Vincenzo Sforza
- Thoracic Medical Oncology, Istituto Nazionale Tumori "Fondazione G Pascale", IRCCS, Napoli, Italy
| | - Carlo Genova
- Lung Cancer Unit IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Rita Chiari
- Medical Oncology, Ospedali Riuniti Padova Sud "Madre Teresa Di Calcutta", Monselice, Italy
| | - Danilo Rocco
- Pneumo-Oncology Unit, Monaldi Hospital, Naples, Italy
| | | | - Stefania Gori
- Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, VR, Italy
| | - Michele De Tursi
- Dipartimento di Terapie Innovative in Medicina e Odontoiatria, Università G. D'Annunzio, Chieti-Pescara, Chieti, Italy
| | | | | | | | | | | | - Marco Russano
- Medical Oncology, Campus Bio-Medico University, Rome, Italy
| | - Francesca Mazzoni
- Department of Oncology, Careggi University Hospital, Florence, Italy
| | - Marina C Garassino
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Alessandro De Toma
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Diego Signorelli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alain Gelibter
- Medical Oncology (B), Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Marco Siringo
- Medical Oncology (B), Policlinico Umberto I, "Sapienza" University of Rome, Rome, Italy
| | - Alessandro Follador
- Department of Oncology, University Hospital Santa Maria Della Misericordia, Udine, Italy
| | | | | | - Gabriele Minuti
- Department of Oncology and Hematology, AUSL Romagna, Ravenna, Italy
| | - Lorenza Landi
- Department of Oncology and Hematology, AUSL Romagna, Ravenna, Italy
| | - Serena Ricciardi
- Pneumo-Oncology Unit, St. Camillo-Forlanini Hospital, Rome, Italy
| | | | - Fabrizio Tabbò
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, (TO), Italy
| | - Emanuela Olmetto
- Department of Oncology, University of Turin, San Luigi Hospital, Orbassano, (TO), Italy
| | - Giulio Metro
- Department of Medical Oncology, Santa Maria Della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy
| | - Vincenzo Adamo
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Italy
| | - Alessandro Russo
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Italy
| | - Gian P Spinelli
- UOC Territorial Oncology of Aprilia, AUSL Latina, University of Rome Sapienza, Aprilia, Italy
| | | | - Alfredo Addeo
- Oncology Department, University Hospital of Geneva, Geneva, Switzerland
| | - Alex Friedlaender
- Oncology Department, University Hospital of Geneva, Geneva, Switzerland
| | - Katia Cannita
- Medical Oncology, St. Salvatore Hospital, L'Aquila, Italy
| | | | - Corrado Ficorella
- Medical Oncology, St. Salvatore Hospital, L'Aquila, Italy; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | | | - David J Pinato
- 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
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Marcello Tiseo
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy; Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Alessio Cortellini
- 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.
| |
Collapse
|