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De Giglio A, Leonetti A, Comito F, Filippini DM, Mollica V, Rihawi K, Peroni M, Mazzaschi G, Ricciotti I, Carosi F, Marchetti A, Rosellini M, Gagliano A, Favorito V, Nobili E, Gelsomino F, Melotti B, Marchese PV, Sperandi F, Di Federico A, Buti S, Perrone F, Massari F, Pantaleo MA, Tiseo M, Ardizzoni A. Development and validation of a new tool to estimate early mortality in patients with advanced cancer treated with immunotherapy. Cancer Immunol Immunother 2024; 73:246. [PMID: 39358642 PMCID: PMC11447166 DOI: 10.1007/s00262-024-03836-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 09/15/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) are standard treatments for advanced solid cancers. Resistance to ICIs, both primary and secondary, poses challenges, with early mortality (EM) within 30-90 days indicating a lack of benefit. Prognostic factors for EM, including the lung immune prognostic index (LIPI), remain underexplored. METHODS We performed a retrospective, observational study including patients affected by advanced solid tumors, treated with ICI as single agent or combined with other agents. Logistic regression models identified factors associated with EM and 90-day progression risks. A nomogram for predicting 90-day mortality was built and validated within an external cohort. RESULTS In total, 637 patients received ICIs (single agent or in combination with other drugs) for advanced solid tumors. Most patients were male (61.9%), with NSCLC as the prevalent tumor (61.8%). Within the cohort, 21.3% died within 90 days, 8.4% died within 30 days, and 34.5% experienced early progression. Factors independently associated with 90-day mortality included ECOG PS 2 and a high/intermediate LIPI score. For 30-day mortality, lung metastasis and a high/intermediate LIPI score were independent risk factors. Regarding early progression, high/intermediate LIPI score was independently associated. A predictive nomogram for 90-day mortality combining LIPI and ECOG PS achieved an AUC of 0.76 (95% CI 0.71-0.81). The discrimination ability of the nomogram was confirmed in the external validation cohort (n = 255) (AUC 0.72, 95% CI 0.64-0.80). CONCLUSION LIPI and ECOG PS independently were able to estimate 90-day mortality, with LIPI also demonstrating prognostic validity for 30-day mortality and early progression.
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Affiliation(s)
- Andrea De Giglio
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy.
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy.
| | | | - Francesca Comito
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Daria Maria Filippini
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Karim Rihawi
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Marianna Peroni
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Giulia Mazzaschi
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Ilaria Ricciotti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Francesca Carosi
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Andrea Marchetti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Matteo Rosellini
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Ambrogio Gagliano
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Valentina Favorito
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Elisabetta Nobili
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Francesco Gelsomino
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Barbara Melotti
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Paola Valeria Marchese
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
| | - Francesca Sperandi
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Alessandro Di Federico
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Fabiana Perrone
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Francesco Massari
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Maria Abbondanza Pantaleo
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Marcello Tiseo
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Andrea Ardizzoni
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Via Massarenti, 9, 40138, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
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Mosca M, Nigro MC, Pagani R, De Giglio A, Di Federico A. Neutrophil-to-Lymphocyte Ratio (NLR) in NSCLC, Gastrointestinal, and Other Solid Tumors: Immunotherapy and Beyond. Biomolecules 2023; 13:1803. [PMID: 38136673 PMCID: PMC10741961 DOI: 10.3390/biom13121803] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/14/2023] [Accepted: 12/16/2023] [Indexed: 12/24/2023] Open
Abstract
In the era of immunotherapy, identifying biomarkers of immune system activation has become a high-priority challenge. The blood neutrophil-to-lymphocyte ratio (NLR) has been largely investigated as a biomarker in several cancer types. NLR values have been shown to mirror the tumor-induced inflammatory status and have been demonstrated to be a reliable prognostic tool across stages of disease and therapeutic approaches. When integrated with other biomarkers of response to immunotherapy, such as PD-L1, tumor mutational burden, and tumor-associated immune cells, the NLR may allow to further stratify patients with different likelihoods of deriving a significant clinical benefit. However, despite its accessibility, low cost, and easy interpretation, the NLR is still poorly used as a prognostic tool in daily clinical practice. In this review, we analyze the role of the NLR in defining the relationship between cancer and the immune system, its usefulness in daily clinical practice, and its relationship with other established or emerging biomarkers of immunotherapy outcomes.
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Affiliation(s)
- Mirta Mosca
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Maria Concetta Nigro
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Rachele Pagani
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Andrea De Giglio
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Alessandro Di Federico
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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Hopkins AM, Kichenadasse G, Abuhelwa AY, McKinnon RA, Rowland A, Sorich MJ. Value of the Lung Immune Prognostic Index in Patients with Non-Small Cell Lung Cancer Initiating First-Line Atezolizumab Combination Therapy: Subgroup Analysis of the IMPOWER150 Trial. Cancers (Basel) 2021; 13:cancers13051176. [PMID: 33803256 PMCID: PMC7967121 DOI: 10.3390/cancers13051176] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 03/04/2021] [Accepted: 03/05/2021] [Indexed: 12/16/2022] Open
Abstract
The lung immune prognostic index (LIPI) is proposed to differentiate prognosis and treatment benefit from immune checkpoint inhibitors (ICIs) in advanced non-small cell lung cancer (NSCLC). There is minimal information on the predictive importance with first-line, combination ICI approaches. In post-hoc analysis of IMpower150, Cox-proportional hazard analysis assessed the association between LIPI groups and overall survival (OS)/progression free survival (PFS). IMpower150 involved chemotherapy-naïve, metastatic non-squamous NSCLC participants randomized atezolizumab-carboplatin-paclitaxel (ACP), bevacizumab-carboplatin-paclitaxel (BCP), or atezolizumab-BCP (ABCP). Good (0 factors), intermediate (1 factor), and poor LIPI (2 factors) were defined via derived neutrophil-to-lymphocyte ratio >3, and lactate dehydrogenase >upper limit of normal. Of 1148 participants, 548 had good, 479 intermediate, and 121 poor LIPI. In 385 participants randomised ABCP, a significant association between LIPI and OS (HR (95%CI): intermediate LIPI = 2.16 (1.47-3.18), poor LIPI = 5.28 (3.20-8.69), p < 0.001) and PFS (HR (95%CI): intermediate LIPI = 1.47 (1.11-1.95), poor LIPI = 3.02 (2.03-4.50), p < 0.001) was identified. Median OS was 24, 16, and 7 months for good, intermediate, and poor LIPI, respectively. ACP associations were similar. Relative OS treatment effect (HR 95%CI) of ABCP vs. BCP was 0.78 (0.53-1.15), 0.67 (0.49-0.91), and 0.87 (0.51-1.47) for the good, intermediate, and poor LIPI groups, respectively (P(interaction) = 0.66), with no benefit in median OS observed in the poor LIPI group. LIPI identified subgroups with significantly different survival following ABCP and ACP initiation for chemotherapy-naïve, metastatic non-squamous NSCLC. There was insufficient evidence that LIPI identifies patients unlikely to benefit from ABCP treatment.
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Affiliation(s)
- Ashley M. Hopkins
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
- Correspondence: ; Tel.: +61-8-8201-5647
| | - Ganessan Kichenadasse
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
- Department of Medical Oncology, Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Ahmad Y. Abuhelwa
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
| | - Ross A. McKinnon
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
| | - Andrew Rowland
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
| | - Michael J. Sorich
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia; (G.K.); (A.Y.A.); (R.A.M.); (A.R.); (M.J.S.)
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Benitez JC, Recondo G, Rassy E, Mezquita L. The LIPI score and inflammatory biomarkers for selection of patients with solid tumors treated with checkpoint inhibitors. THE QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING : OFFICIAL PUBLICATION OF THE ITALIAN ASSOCIATION OF NUCLEAR MEDICINE (AIMN) [AND] THE INTERNATIONAL ASSOCIATION OF RADIOPHARMACOLOGY (IAR), [AND] SECTION OF THE SOCIETY OF RADIOPHARMACEUTICAL CHEMISTRY AND BIOLOGY 2020; 64:162-174. [PMID: 32107903 DOI: 10.23736/s1824-4785.20.03250-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Over the last decade, immune checkpoint inhibitors (ICI) have completely changed the treatment strategy and the prognosis of several solid cancer types. There is a lack of biomarkers to differ between responders and non-responders to these therapies. The development of biomarkers for immunotherapy has been mainly focused on tumor-related factors. The role of PD-L1 expression or tumor mutational burden (TMB) as potential predictive biomarkers for ICI efficacy is not universal and remains controversial. Moreover, leukocyte and neutrophil counts in blood samples have been used to develop clinical indicators of systemic inflammation like the neutrophil to lymphocyte ratio (NLR) and derived neutrophil to lymphocyte ratio (dNLR) based on the host immunologic status to respond against cancer cells by the immune-effectors. The Lung Immune Prognostic Index (LIPI) score have been developed as a reliable tool to assess the risk stratification of patients with cancer and to guide treatment decisions in the era of personalized cancer treatments. We review the clinical evidence supporting the use of the LIPI index as a clinically valuable biomarker for patients with NSCLC and other solid tumor types, treated with immunotherapy.
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Affiliation(s)
- Jose C Benitez
- Department of Medical Oncology, Gustave Roussy Institute, Villejuif, France
| | - Gonzalo Recondo
- Department of Medical Oncology, Center for Medical Education and Clinical Research (CEMIC), Buenos Aires, Argentina
| | - Elie Rassy
- Department of Medical Oncology, Gustave Roussy Institute, Villejuif, France.,Department of Medical Oncology, Faculty of Medicine, Saint Joseph University, Beirut, Lebanon
| | - Laura Mezquita
- Department of Medical Oncology, Gustave Roussy Institute, Villejuif, France - .,Department of Medical Oncology, Hospital Clinic, Barcelona.,Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
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