Inflammatory indices and clinical factors in metastatic renal cell carcinoma patients treated with nivolumab: the development of a novel prognostic score (Meet-URO 15 study)

Author:

Rebuzzi Sara Elena12ORCID,Signori Alessio3,Banna Giuseppe Luigi4ORCID,Maruzzo Marco5ORCID,De Giorgi Ugo6ORCID,Pedrazzoli Paolo78,Sbrana Andrea9ORCID,Zucali Paolo Andrea1011,Masini Cristina12,Naglieri Emanuele13,Procopio Giuseppe14,Merler Sara15ORCID,Tomasello Laura16,Fratino Lucia17,Baldessari Cinzia18,Ricotta Riccardo1920,Panni Stefano21,Mollica Veronica22,Sorarù Mariella23,Santoni Matteo24,Cortellini Alessio2526ORCID,Prati Veronica27,Soto Parra Hector Josè28,Stellato Marco29ORCID,Atzori Francesco30,Pignata Sandro31,Messina Carlo32,Messina Marco33,Morelli Franco34,Prati Giuseppe35,Nolè Franco36,Vignani Francesca37,Cavo Alessia38ORCID,Roviello Giandomenico39,Pierantoni Francesco5,Casadei Chiara6,Bersanelli Melissa4041,Chiellino Silvia78,Paolieri Federico9,Perrino Matteo11,Brunelli Matteo42,Iacovelli Roberto43,Porta Camillo4445,Buti Sebastiano40ORCID,Fornarini Giuseppe46

Affiliation:

1. Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino of Genova, Largo Rosanna Benzi 10, Genova, 16132, Italy

2. Department of Internal Medicine and Medical Specialties, University of Genova, Genova, Italy

3. Department of Health Sciences, Section of Biostatistics, University of Genova, Genova, Italy

4. Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK Cannizzaro Hospital, Catania, Italy

5. Medical Oncology 1 Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padova, Italy

6. Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy

7. Medical Oncology Unit, IRCCS Policlinico San Matteo, Pavia, Italy

8. Department of Internal Medicine and Medical Therapy, University of Pavia, Pavia, Italy

9. Medical Oncology Unit 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy

10. Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milano, Italy

11. Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Rozzano, Milano, Italy

12. Medical Oncology Unit, AUSL-IRCCS of Reggio Emilia, Reggio Emilia, Italy

13. Division of Medical Oncology, IRCCS Istituto Tumori “Giovanni Paolo II”, Bari, Italy

14. SS Oncologia Medica Genitourinaria, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy

15. Department of Oncology, Azienda Ospedaliera Universitaria Integrata di Verona, University of Verona,Verona, Italy

16. Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino of Genova, Genova, Italy

17. Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano CRO-IRCCS, Aviano, Italy

18. Medical Oncology Unit, Department of Oncology and Hemathology, University Hospital of Modena, Modena, Italy

19. Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milano, Italy

20. UO Oncologia IRCCS, MultiMedica Group, Sesto San Giovanni, Milano, Italy

21. Medical Oncology Unit, ASST - Istituti Ospitalieri Cremona Hospital, Cremona, Italy

22. Oncologia Medica, Azienda Ospedaliero-Universitaria of Bologna, Bologna, Italy

23. U.O. Oncologia, Ospedale di Camposampiero, Italy

24. Oncology Unit, Macerata Hospital, Macerata, Italy

25. Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy

26. Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, Hammersmith Hospital, London, UK

27. Medical Oncology Unit, ASL CN 2, Alba-Bra, Italy

28. Department of Oncology, Medical Oncology, University Hospital Policlinico-San Marco, Catania, Italy

29. Department of Medical Oncology, Università Campus Bio-Medico of Roma, Rome, Italy

30. Medical Oncology Department, University Hospital, University of Cagliari, Cagliari, Italy

31. Department of Urology and Gynecology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy

32. Medical Oncology Department, Santa Chiara Hospital, Trento, Italy

33. UOC Oncologia Medica, Istituto Fondazione G. Giglio, Cefalù, Italy

34. Medical Oncology Department, Casa Sollievo Della Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy

35. Department of oncology and advanced technologies AUSL - IRCCS Reggio Emilia, Reggio Emilia, Italy

36. Medical Oncology Division of Urogenital & Head & Neck Tumors, IEO, European Institute of Oncology IRCCS, Milano, Italy

37. Division of Medical Oncology, Ordine Mauriziano Hospital, Torino, Italy

38. Oncology Unit, Villa Scassi Hospital, Genova, Italy

39. Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Firenze, Firenze, Italy

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

41. Medicine and Surgery Department, University of Parma, Parma, Italy

42. Department of Diagnostics and Public Health, Pathology Unit, University and Hospital Trust of Verona, Verona, Italy

43. Medical Oncology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy

44. Chair of Oncology, Department of Biomedical Sciences and Human Oncology, University of Bari ‘A. Moro’, Bari, Italy

45. Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Bari, Italy

46. Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino of Genova, Genova, Italy

Abstract

Background: Despite the survival advantage, not all metastatic renal cell carcinoma (mRCC) patients achieve a long-term benefit from immunotherapy. Moreover, the identification of prognostic biomarkers is still an unmet clinical need. Methods: This multicenter retrospective study investigated the prognostic role of peripheral-blood inflammatory indices and clinical factors to develop a novel prognostic score in mRCC patients receiving at least second-line nivolumab. The complete blood count before the first cycle of therapy was assessed by calculating neutrophil-to-lymphocyte ratio (NLR), derived NLR (dNLR), lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), systemic inflammation index (SII), and systemic inflammation response index (SIRI). Clinical factors included pre-treatment International Metastatic RCC Database Consortium (IMDC) score, line of therapy, and metastatic sites. Results: From October 2015 to November 2019, 571 mRCC patients received nivolumab as second- and further-line treatment in 69% and 31% of cases. In univariable and multivariable analyses all inflammatory indices, IMDC score, and bone metastases significantly correlated with overall survival (OS). The multivariable model with NLR, IMDC score, and bone metastases had the highest c-index (0.697) and was chosen for the developing of the score (Schneeweiss scoring system). After internal validation (bootstrap re-sampling), the final index (Meet-URO score) composed by NLR, IMDC score, and bone metastases had a c-index of 0.691. It identified five categories with distinctive OSs: group 1 (median OS – mOS = not reached), group 2 (mOS = 43.9 months), group 3 (mOS = 22.4 months), group 4 (mOS = 10.3 months), and group 5 (mOS = 3.2 months). Moreover, the Meet-URO score allowed for a fine risk-stratification across all three IMDC groups. Conclusion: The Meet-URO score allowed for the accurate stratification of pretreated mRCC patients receiving nivolumab and is easily applicable for clinical practice at no additional cost. Future steps include its external validation, the assessment of its predictivity, and its application to first-line combinations.

Funder

Italian Ministry of Health

Publisher

SAGE Publications

Subject

Oncology

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