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Corianò M, Lazzarin A, Maffezzoli M, Santoni M, Mazzaschi G, Rodella S, Simoni N, Lai E, Maruzzo M, Basso U, Bimbatti D, Iacovelli R, Anghelone A, Fiala O, Rebuzzi SE, Fornarini G, Lolli C, Massari F, Rosellini M, Mollica V, Nasso C, Acunzo A, Silini EM, Quaini F, De Filippo M, Brunelli M, Banna GL, Rescigno P, Signori A, Buti S. Role of Hb to RDW ratio in metastatic renal cell carcinoma patients treated with first-line immunotherapy combinations. Immunotherapy 2025; 17:25-35. [PMID: 39829377 DOI: 10.1080/1750743x.2025.2452145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 01/08/2025] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND The present study aimed to investigate the prognostic and predictive roles of Hb/RDW ratio in patients with mRCC treated with first-line immunotherapy combinations (TKI plus ICI or ICI plus ICI). MATERIALS AND METHODS We performed a sub-analysis of a multicenter retrospective observational study (ARON-1 project) involving patients with mRCC treated with first-line immunotherapy combinations. RESULTS Three hundred and twenty-nine patients were enrolled, 244 males and 85 females. Median age was 65.5 years. The prognostic impact of the Hb/RDW ratio on PFS and OS was observed in the whole population examined. Hb/RDW ratio had a correlation with neutrophil-to-lymphocyte ratio (NLR), a blood inflammatory parameter. CONCLUSION Hb/RDW ratio is a new inflammatory prognostic factor, easy to use in daily clinical practice.
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Affiliation(s)
- Matilde Corianò
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Alessandro Lazzarin
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Michele Maffezzoli
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | | | - Giulia Mazzaschi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Sara Rodella
- Medical Oncology Unit, University of Brescia, Brescia, Italy
| | - Nicola Simoni
- Radiotherapy Unit, University Hospital of Parma, Parma, Italy
| | - Eleonora Lai
- Oncology Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Marco Maruzzo
- Oncology Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Umberto Basso
- Oncology Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Davide Bimbatti
- Oncology Unit, Department of Oncology, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Roberto Iacovelli
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
| | - Annunziato Anghelone
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
| | - Ondřej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo institution, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genova, Genova, Italy
| | - Giuseppe Fornarini
- Department of Oncology and Hematology, Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Cristian Lolli
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Rosellini
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Cecilia Nasso
- Medical Oncology, Ospedale Santa Corona, Pietra Ligure, Italy
| | - Alessandro Acunzo
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Enrico Maria Silini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Pathology Unit, University Hospital of Parma, Parma, Italy
| | - Federico Quaini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Massimo De Filippo
- Department of Medicine and Surgery, Section of Radiology, University of Parma, Parma, Italy
| | - Matteo Brunelli
- Department of Diagnostic and Public Health, Section of Pathology, University of Verona, Verona, Italy
| | - Giuseppe L Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
- Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Pasquale Rescigno
- Translational and Clinical Research Institute, Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Alessio Signori
- Section of biostatistics, Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
| | - Sebastiano Buti
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
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Matsumoto H, Fukushima T, Kobayashi N, Higashino Y, Muraoka S, Ohtsu Y, Hirata M, Somekawa K, Kaneko A, Nagasawa R, Kubo S, Tanaka K, Murohashi K, Fujii H, Watanabe K, Horita N, Hara Y, Kaneko T. High red blood cell distribution width attenuates the effectiveness of Immune checkpoint inhibitor therapy: An exploratory study using a clinical data warehouse. PLoS One 2024; 19:e0299760. [PMID: 39088539 PMCID: PMC11293676 DOI: 10.1371/journal.pone.0299760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 07/15/2024] [Indexed: 08/03/2024] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have improved outcomes in cancer treatment but are also associated with adverse events and financial burdens. Identifying accurate biomarkers is crucial for determining which patients are likely to benefit from ICIs. Current markers, such as PD-L1 expression and tumor mutation burden, exhibit limited predictive accuracy. This study utilizes a Clinical Data Warehouse (CDW) to explore the prognostic significance of novel blood-based factors, such as the neutrophil-to-lymphocyte ratio and red cell distribution width (RDW), to enhance the prediction of ICI therapy benefit. METHODS This retrospective study utilized an exploratory cohort from the CDW that included a variety of cancers to explore factors associated with pembrolizumab treatment duration, validated in a non-small cell lung cancer (NSCLC) patient cohort from electronic medical records (EMR) and CDW. The CDW contained anonymized data on demographics, diagnoses, medications, and tests for cancer patients treated with ICIs between 2017-2022. Logistic regression identified factors predicting ≤2 or ≥5 pembrolizumab doses as proxies for progression-free survival (PFS), and Receiver Operating Characteristic analysis was used to examine their predictive ability. These factors were validated by correlating doses with PFS in the EMR cohort and re-testing their significance in the CDW cohort with other ICIs. This dual approach utilized the CDW for discovery and EMR/CDW cohorts for validating prognostic biomarkers before ICI treatment. RESULTS A total of 609 cases (428 in the exploratory cohort and 181 in the validation cohort) from CDW and 44 cases from EMR were selected for study. CDW analysis revealed that elevated red cell distribution width (RDW) correlated with receiving ≤2 pembrolizumab doses (p = 0.0008), with an AUC of 0.60 for predicting treatment duration. RDW's correlation with PFS (r = 0.80, p<0.0001) and its weak association with RDW (r = -0.30, p = 0.049) were confirmed in the EMR cohort. RDW also remained significant in predicting short treatment duration across various ICIs (p = 0.0081). This dual methodology verified pretreatment RDW elevation as a prognostic biomarker for shortened ICI therapy. CONCLUSION This study suggests the utility of CDWs in identifying prognostic biomarkers for ICI therapy in cancer treatment. Elevated RDW before treatment initiation emerged as a potential biomarker of shorter therapy duration.
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Affiliation(s)
- Hiromi Matsumoto
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | | | - Nobuaki Kobayashi
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yuuki Higashino
- Yokohama City University School of Medicine, Yokohama, Japan
| | - Suguru Muraoka
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yukiko Ohtsu
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Momo Hirata
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kohei Somekawa
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ayami Kaneko
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ryo Nagasawa
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Sousuke Kubo
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Katsushi Tanaka
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kota Murohashi
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiroaki Fujii
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Keisuke Watanabe
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Nobuyuki Horita
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yu Hara
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takeshi Kaneko
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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Maffezzoli M, Santoni M, Mazzaschi G, Rodella S, Lai E, Maruzzo M, Basso U, Bimbatti D, Iacovelli R, Anghelone A, Fiala O, Rebuzzi SE, Fornarini G, Lolli C, Massari F, Rosellini M, Mollica V, Nasso C, Acunzo A, Silini EM, Quaini F, De Filippo M, Brunelli M, Banna GL, Rescigno P, Signori A, Buti S. External validation of a red cell-based blood prognostic score in patients with metastatic renal cell carcinoma treated with first-line immunotherapy combinations. Clin Exp Metastasis 2024; 41:117-129. [PMID: 38363410 PMCID: PMC10973030 DOI: 10.1007/s10585-024-10266-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 01/04/2024] [Indexed: 02/17/2024]
Abstract
Immunotherapy combinations with tyrosine-kinase inhibitors (TKIs) and immune checkpoint inhibitors (ICIs) had significantly improved outcomes of patients with mRCC. Predictive and prognostic factors are crucial to improve patients' counseling and management. The present study aimed to externally validate the prognostic value of a previously developed red cell-based score, including hemoglobin (Hb), mean corpuscular volume (MCV) and red cell distribution width (RDW), in patients with mRCC treated with first-line immunotherapy combinations (TKI plus ICI or ICI plus ICI). We performed a sub-analysis of a multicentre retrospective observational study (ARON-1 project) involving patients with mRCC treated with first-line immunotherapy combinations. Uni- and multivariable Cox regression models were used to assess the correlation between the red cell-based score and progression-free survival (PFS), and overall survival (OS). Logistic regression were used to estimate the correlation between the score and the objective response rate (ORR). The prognostic impact of the red cell-based score on PFS and OS was confirmed in the whole population regardless of the immunotherapy combination used [median PFS (mPFS): 17.4 vs 8.2 months, HR 0.66, 95% CI 0.47-0.94; median OS (mOS): 42.0 vs 17.3 months, HR 0.60, 95% CI 0.39-0.92; p < 0.001 for both]. We validated the prognostic significance of the red cell-based score in patients with mRCC treated with first-line immunotherapy combinations. The score is easy to use in daily clinical practice and it might improve patient counselling.
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Affiliation(s)
- Michele Maffezzoli
- Department of Medicine and Surgery, University of Parma, Parma, Italy.
- Medical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy.
| | - Matteo Santoni
- Oncology Unit, Macerata Hospital, 62100, Macerata, Italy
| | - Giulia Mazzaschi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy
| | - Sara Rodella
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Eleonora Lai
- Department of Oncology, Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Marco Maruzzo
- Department of Oncology, Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Umberto Basso
- Department of Oncology, Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Davide Bimbatti
- Department of Oncology, Oncology Unit, Istituto Oncologico Veneto IOV IRCCS, Padua, Italy
| | - Roberto Iacovelli
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Annunziato Anghelone
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ondřej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
- Biomedical Centre, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genova, Genoa, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cristian Lolli
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Matteo Rosellini
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Cecilia Nasso
- Medical Oncology, Ospedale Santa Corona, 17027, Pietra Ligure, Italy
| | - Alessandro Acunzo
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy
| | - Enrico Maria Silini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Pathology Unit, University Hospital of Parma, Parma, Italy
| | - Federico Quaini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Massimo De Filippo
- Department of Medicine and Surgery, Section of Radiology, University of Parma, Parma, Italy
| | - Matteo Brunelli
- Department of Diagnostic and Public Health, Section of Pathology, University of Verona, Verona, Italy
| | - Giuseppe L Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
- Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK
| | - Pasquale Rescigno
- Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Alessio Signori
- Section of biostatistics, Department of Health Sciences (DISSAL), University of Genova, Genoa, Italy
| | - Sebastiano Buti
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Medical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy
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