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Nomogram to predict the outcomes of patients with microsatellite instability-high metastatic colorectal cancer receiving immune checkpoint inhibitors.
Pietrantonio, Filippo; Lonardi, Sara; Corti, Francesca; Infante, Gabriele; Elez, Maria Elena; Fakih, Marwan; Jayachandran, Priya; Shah, Aakash Tushar; Salati, Massimiliano; Fenocchio, Elisabetta; Salvatore, Lisa; Curigliano, Giuseppe; Cremolini, Chiara; Ambrosini, Margherita; Ros, Javier; Intini, Rossana; Nappo, Floriana; Damian, Silvia; Morano, Federica; Fucà, Giovanni; Overman, Michael; Miceli, Rosalba.
Afiliación
  • Pietrantonio F; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy filippo.pietrantonio@istitutotumori.mi.it.
  • Lonardi S; Medical Oncology 3, Istituto Oncologico Veneto IOV-IRCSS, Padua, Italy.
  • Corti F; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Infante G; Unit of Clinical Epidemiology and Trial Organization, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Elez ME; Department of Medical Oncology, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Institute of Oncology (VHIO), Universitat Autonoma de Barcelona, Barcelona, Spain.
  • Fakih M; Department of Medical Oncology, City of Hope Comprehensive Cancer Center, Duarte, California, USA.
  • Jayachandran P; Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Shah AT; Baylor College of Medicine, Houston, Texas, USA.
  • Salati M; Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, PhD Clinical and Experimental Medicine (CEM), University of Modena and Reggio Emilia, Modena, Italy.
  • Fenocchio E; Multidisciplinary Outpatient Oncology Clinic, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy.
  • Salvatore L; Department of Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
  • Curigliano G; European Institute of Oncology (IEO), IRCCS, Milan, Italy; Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy.
  • Cremolini C; Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana; Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
  • Ambrosini M; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Ros J; Department of Medical Oncology, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Institute of Oncology (VHIO), Universitat Autonoma de Barcelona, Barcelona, Spain.
  • Intini R; Medical Oncology 1, Istituto Oncologico Veneto IOV-IRCCS, Padua, Italy.
  • Nappo F; Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy.
  • Damian S; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Morano F; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Fucà G; Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
  • Overman M; Department of Gastrointestinal Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
  • Miceli R; Unit of Clinical Epidemiology and Trial Organization, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
J Immunother Cancer ; 9(8)2021 08.
Article en En | MEDLINE | ID: mdl-34429334
ABSTRACT

BACKGROUND:

The efficacy of immune checkpoint inhibitors (ICIs) in patients with microsatellite instability (MSI)-high metastatic colorectal cancer (mCRC) is unprecedented. A relevant proportion of subjects achieving durable disease control may be considered potentially 'cured', as opposed to patients experiencing primary ICI refractoriness or short-term clinical benefit. We developed and externally validated a nomogram to estimate the progression-free survival (PFS) and the time-independent event-free probability (EFP) in patients with MSI-high mCRC receiving ICIs.

METHODS:

The PFS and EFP were estimated using a cure model fitted on a developing set of 163 patients and validated on a set of 146 patients with MSI-high mCRC receiving anti-programmed death (ligand)1 (PD-(L)1) ± anticytotoxic T-lymphocyte antigen 4 (CTLA-4) agents. A total of 23 putative prognostic factors were chosen and then selected using a random survival forest (RSF). The model performance in estimating PFS probability was evaluated by assessing calibration (internally-developing set and externally-validating set) and quantifying the discriminative ability (Harrell C index).

RESULTS:

RFS selected five variables ICI type (anti-PD-(L)1 monotherapy vs anti-CTLA-4 combo), ECOG PS (0 vs >0), neutrophil-to-lymphocyte ratio (≤3 vs >3), platelet count, and prior treatment lines. As both in the developing and validation series most PFS events occurred within 12 months, this was chosen as cut-point for PFS prediction. The combination of the selected variables allowed estimation of the 12-month PFS (focused on patients with low chance of being cured) and the EFP (focused on patients likely to be event-free at a certain point of their follow-up). ICI type was significantly associated with disease control, as patients receiving the anti-CTLA-4-combination experienced the best outcomes. The calibration of PFS predictions was good both in the developing and validating sets. The median value of the EFP (46%) allowed segregation of two prognostic groups in both the developing (PFS HR=3.73, 95% CI 2.25 to 6.18; p<0.0001) and validating (PFS HR=1.86, 95% CI 1.07 to 3.23; p=0.0269) sets.

CONCLUSIONS:

A nomogram based on five easily assessable variables including ICI treatment was built to estimate the outcomes of patients with MSI-high mCRC, with the potential to assist clinicians in their clinical practice. The web-based system 'MSI mCRC Cure' was released.
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Neoplasias Colorrectales / Inestabilidad de Microsatélites / Inhibidores de Puntos de Control Inmunológico Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: J Immunother Cancer Año: 2021 Tipo del documento: Article País de afiliación: Italia

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Neoplasias Colorrectales / Inestabilidad de Microsatélites / Inhibidores de Puntos de Control Inmunológico Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: J Immunother Cancer Año: 2021 Tipo del documento: Article País de afiliación: Italia