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Ko B, Tao K, Brennan L, Rakhade S, Chan CX, Moone JY, Zhu R, Sher A, Wang S, Bracero Y, Fullerton B, McLellan B, Geskin LJ, Saenger YM. Evaluating the efficacy of combination and single-agent immunotherapies in real-world patterns of disease progression and survival of metastatic melanoma patients. Melanoma Res 2024; 34:134-141. [PMID: 38181115 PMCID: PMC10906191 DOI: 10.1097/cmr.0000000000000945] [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: 07/07/2023] [Accepted: 10/03/2023] [Indexed: 01/07/2024]
Abstract
The objective of this study is to describe survival outcomes in patients with metastatic melanoma in a real-world setting receiving combination and single-agent immunotherapy outside the clinical trial context. We conducted a retrospective single-institution study of patients with metastatic melanoma in a real-world setting. Survival was calculated using log-rank test. Contingency tables were analyzed using Fisher's Exact test. CD8 + T-cell densities were measured using quantitative immunofluorescence and analyzed using Mann-Whitney U test. The median overall survival (OS) for 132 patients was 45.3 months. Brain metastasis did not confer a higher risk of death relative to liver and/or bone disease (39.53 versus 30.00 months, respectively; P = 0.687). Anti-PD-1 monotherapy was the most common first-line treatment, received by 49.2% of patients. There was no significant difference in OS between patients receiving single-agent anti-PD-1 and combination anti-PD-1 plus CTLA-4 (39.4 months versus undefined; P = 0.643). Patients treated with combination therapy were more likely to be alive without progression at the last follow-up than those who received monotherapy (70.4% versus 49.2%; P = 0.0408). Median OS was 21.8 months after initiation of second-line therapy after anti-PD-1 monotherapy. CD8+ T-cell densities were higher in patients who achieved disease control on first-line immunotherapy ( P = 0.013). In a real-world setting, patients with metastatic melanoma have excellent survival rates, and treatment benefit can be achieved even after progression on first-line therapy. Combination immunotherapy may produce more favorable long-term outcomes in a real-world setting. High pretreatment CD8+ T-cell infiltration correlates with immunotherapy efficacy.
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Affiliation(s)
- Brian Ko
- National Cancer Institute, Bethesda, Maryland
| | - Kevin Tao
- Montefiore Einstein Cancer Center, Albert Einstein College of Medicine, Bronx
| | - Lachlan Brennan
- Department of Medicine, Columbia University Medical Center, New York
| | - Swanand Rakhade
- Department of Medicine, Columbia University Medical Center, New York
| | - Cynthia X. Chan
- Division of Dermatology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx
| | | | - Richard Zhu
- Division of Dermatology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx
| | - Ariel Sher
- Division of Dermatology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx
| | - Samuel Wang
- Montefiore Einstein Cancer Center, Albert Einstein College of Medicine, Bronx
| | - Yadriel Bracero
- Montefiore Einstein Cancer Center, Albert Einstein College of Medicine, Bronx
| | - Ben Fullerton
- Department of Medicine, Columbia University Medical Center, New York
| | - Beth McLellan
- Division of Dermatology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx
| | - Larisa J. Geskin
- Department of Dermatology, Columbia University Medical Center, New York, New York, USA
| | - Yvonne M. Saenger
- Montefiore Einstein Cancer Center, Albert Einstein College of Medicine, Bronx
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Bafaloukos D, Kouzis P, Gouveris P, Boukovinas I, Kalbakis K, Baka S, Kyriakakis G, Moschou D, Molfeta A, Demiri S, Mavroudis D, Spanoudi F, Dimitriadis I, Gogas H. Real-world management practices and characteristics of patients with advanced melanoma initiated on immuno-oncology or targeted therapy in the first-line setting during the period 2015-2018 in Greece. The 'SUMMER' study: a retrospective multicenter chart review project. Melanoma Res 2024; 34:152-165. [PMID: 38092014 PMCID: PMC10906211 DOI: 10.1097/cmr.0000000000000949] [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: 09/04/2023] [Accepted: 11/03/2023] [Indexed: 02/02/2024]
Abstract
This study primarily aimed to generate real-world evidence (RWE) on the profile and first-line treatment (1LT) patterns of patients with advanced (unresectable Stage III/metastatic) cutaneous melanoma initiated on immuno-oncology (IO)- or targeted therapy (TT)-based 1LT between 1 January 2015 and 1 January 2018 (index period), in routine settings of Greece. This was a multicenter, retrospective chart review study. Eligible consented (unless deceased, for whom consent was waived by the hospital) patients were consecutively included by six oncology clinics. The look-back period extended from informed consent or death to initial melanoma diagnosis. Between 9 Junuary 2021 and 9 February 2022, 225 eligible patients (all Caucasians; 60.4% male; 35.6% diagnosed with de novo advanced melanoma) were included. At 1LT initiation, median age was 62.6 years; 2.7/6.7/90.7% of the patients had Stage IIIB/IIIC/IV disease and 9.3% were unresected. Most frequent metastatic sites were the lung (46.7%), non-regional nodes (33.8%), and liver (20.9%). Among patients, 98.2% had single primary melanoma, 45.6% had disease localized on the trunk, and 63.6% were BRAF-mutant. Of the patients, 45.3% initiated 1LT with an IO-based, 53.3% with a TT-based regimen, and three patients (1.3%) received TT-based followed by IO-based or vice versa. Most common 1LT patterns (frequency ≥10%) were BRAFi/MEKi combination (31.6%), anti-PD-1 monotherapy (25.3%), BRAFi monotherapy (21.8%), and anti-CTLA-4 monotherapy (17.8%). Most frequent regimens were Dabrafenib+Trametinib in 25.3%, and monotherapies with Pembrolizumab/Ipilimumab/Vemurafenib/Dabrafenib in 23.6/17.8/11.1/10.7% of patients, respectively. SUMMER provides RWE on 1LT strategies and profile of patients initiated 1L IO- or TT-based therapy in Greece during the 3-year index period.
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Affiliation(s)
| | - Panagiotis Kouzis
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine
| | | | | | | | - Sofia Baka
- Oncology Department, Interbalkan European Medical Center, Thessaloniki
| | - Georgios Kyriakakis
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine
| | - Despoina Moschou
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine
| | | | - Stamatia Demiri
- Second Department of Medical Oncology, Agios Savvas Hospital, Athens
| | - Dimitrios Mavroudis
- Department of Medical Oncology, University General Hospital of Heraklion, Heraklion
| | - Filio Spanoudi
- MSD Pharmaceutical, Industrial and Commercial S.A., Medical Affairs, Athens, Greece
| | - Ioannis Dimitriadis
- MSD Pharmaceutical, Industrial and Commercial S.A., Medical Affairs, Athens, Greece
| | - Helen Gogas
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine
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Quaglino P, Ascierto PA, Consoli F, Queirolo P, Spagnolo F, Morelli MF, Berardi R, Chiarion-Sileni V, Tucci M, Troiani T, Melotti B, Rossi E, Mandala M, Rinaldi G, Marcon IG, Pizzuti M, Del Vecchio M. Characteristics of Real-World Patients with High-Risk BRAFV600E/K-Mutated Melanoma Receiving Adjuvant Treatment with Dabrafenib Plus Trametinib After Surgical Resection, Through the Italian Managed Access Program. Cancer Manag Res 2023; 15:1271-1281. [PMID: 38027240 PMCID: PMC10649847 DOI: 10.2147/cmar.s423970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 10/25/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose Real-world data from patients with BRAFV600-mutated, resected, stage III melanoma treated with dabrafenib plus trametinib as adjuvant targeted therapy are limited, and it is important to gain an understanding of the characteristics of this patient population, as well as of the patient journey. Here we aimed to describe the characteristics, dosage reductions and discontinuations in patients with BRAFV600E/K-mutated melanoma receiving adjuvant dabrafenib plus trametinib after surgical resection through an Italian managed access program (MAP). Patients and Methods Eligible patients had completely resected cutaneous melanoma with confirmed BRAF V600E or V600K mutation, or initially resectable lymph node recurrence after a diagnosis of stage I or II melanoma. The starting dose of dabrafenib and trametinib was 150 mg twice daily and 2 mg once daily, respectively. Results A total of 557 patients received dabrafenib plus trametinib through the MAP (stage III resected disease at inclusion, 554). Median age was 54.0 years, and 40.2% of patients were female. The proportion of all treated patients who required a dose reduction was low (10.8%) as was the proportion of patients who discontinued treatment (13.5%). The main reason for treatment discontinuation was adverse events (36.0%). Conclusion New treatments, including BRAF-targeted therapies and immunotherapy, have transformed the natural history of melanoma. This is the largest study to date describing patients treated with dabrafenib plus trametinib in routine clinical practice in Italy between 2018 and 2019. Results highlight the characteristics of the patients treated and their journey, as well as the tolerable safety profile of dabrafenib plus trametinib in a real-world patient population.
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Affiliation(s)
- Pietro Quaglino
- Department of Medical Sciences, Dermatologic Clinic, University of Turin, Turin, Italy
| | - Paolo A Ascierto
- Department of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori IRCCS Fondazione Pascale, Naples, Italy
| | | | - Paola Queirolo
- Oncology Division, Policlinico San Martino IRCCS, Genova, Italy, and Division of Medical Oncology for Melanoma, Sarcoma, and Rare Tumors, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Maria Francesca Morelli
- Department of Oncology and Dermatological Oncology, Istituto Dermopatico dell’Immacola, Rome, Italy
| | - Rossana Berardi
- Università Politecnica delle Marche – Azienda Ospedaliero-Universitaria delle Marche, Ancona, Italy
| | | | - Marco Tucci
- Medical Oncology Unit, Department of Interdisciplinary Medicine, University of Bari ‘Aldo Moro’, Bari, Italy
| | - Teresa Troiani
- Faculty of Medicine, Second University of Naples, Naples, Italy
| | - Barbara Melotti
- Medical Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Ernesto Rossi
- Medical Oncology, Fondazione Policlinico Universitario A.Gemelli IRCCS, Rome, Italy
| | - Mario Mandala
- Division of Oncology, Papa Giovanni XXIII Hospital, Bergamo, Italy, and University of Perugia, Perugia, Italy
| | | | | | | | - Michele Del Vecchio
- Unit of Melanoma Medical Oncology, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Pinto M, Marotta N, Caracò C, Simeone E, Ammendolia A, de Sire A. Quality of Life Predictors in Patients With Melanoma: A Machine Learning Approach. Front Oncol 2022; 12:843611. [PMID: 35402230 PMCID: PMC8990304 DOI: 10.3389/fonc.2022.843611] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Accepted: 02/25/2022] [Indexed: 12/20/2022] Open
Abstract
Health related quality of life (HRQoL) is an important recognized health outcome for cancer treatments, but also disease course with slower recovery and increased morbidity. These issues are of implication in melanoma, which maintains a risk of disease progression for many years after diagnosis. This study aimed to explore and weigh factors in the perception of the quality of life and possible relationships with demographic–clinical characteristics in people with melanoma via a machine learning approach. In this observational study, patients with melanoma, without metastatic disease, were recruited from January 2020 to December 2021 with a follow-up of at least one year. Demographic variables and clinics were collected, and the 12-Item Short-Form Health Survey (SF-12) was adopted as the physical and mental aspects of the Health-Related Quality of Life (HRQoL) measure. All the variables were processed in a random forest model to weigh at each node of each tree of this machine learning regression model, their actual weight in SF-12 score. We included 203 melanoma patients, mean aged 59.25 ± 15.1 years: 56 (27%) affecting the upper limbs and 147 (73%) affecting the trunk. The model of 142 patients with no missing value, generating 92 trees (MSE = 0.45, R2 of 0.78), reported that the lesion site was the most influencing variable on HRQoL based on the decrease in Gini impurity in variable weighing at each node intersection in forest generation. In this scenario, we built two distinct models for lesion sites and demonstrated that the variable that most influenced the quality of life in upper limb melanoma was lymphedema, while BMI was in the trunk. Given these results, random forest regressions could play a crucial role in the clinical and rehabilitation approach. The machine-learning model for detecting the HRQoL predictor in melanoma patients indicates that the experienced lymphedema and BMI may influence the HRQoL perception. This study suggests that the prevention and treatment of lymphedema and bodyweight reduction might improve the quality of life in melanoma.
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Affiliation(s)
- Monica Pinto
- Rehabilitation Medicine Unit, Strategic Health Services Department, Istituto Nazionale Tumori-Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS)-Fondazione G. Pascale, Naples, Italy
| | - Nicola Marotta
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Corrado Caracò
- Melanoma and Skin Cancer Surgery Unit, Department of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori-Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS)-Fondazione G. Pascale, Naples, Italy
| | - Ester Simeone
- Department of Melanoma, Cancer Immunotherapy and Development Therapeutics, Istituto Nazionale Tumori-Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS)-Fondazione G. Pascale, Naples, Italy
| | - Antonio Ammendolia
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Alessandro de Sire
- Physical Medicine and Rehabilitation Unit, Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy
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Battaglia L, Scomparin A, Dianzani C, Milla P, Muntoni E, Arpicco S, Cavalli R. Nanotechnology Addressing Cutaneous Melanoma: The Italian Landscape. Pharmaceutics 2021; 13:1617. [PMID: 34683910 PMCID: PMC8540596 DOI: 10.3390/pharmaceutics13101617] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/22/2021] [Accepted: 09/29/2021] [Indexed: 12/20/2022] Open
Abstract
Cutaneous melanoma is one of the most aggressive solid tumors, with a low survival for the metastatic stage. Currently, clinical melanoma treatments include surgery, chemotherapy, targeted therapy, immunotherapy and radiotherapy. Of note, innovative therapeutic regimens concern the administration of multitarget drugs in tandem, in order to improve therapeutic efficacy. However, also, if this drug combination is clinically relevant, the patient's response is not yet optimal. In this scenario, nanotechnology-based delivery systems can play a crucial role in the clinical treatment of advanced melanoma. In fact, their nano-features enable targeted drug delivery at a cellular level by overcoming biological barriers. Various nanomedicines have been proposed for the treatment of cutaneous melanoma, and a relevant number of them are undergoing clinical trials. In Italy, researchers are focusing on the pharmaceutical development of nanoformulations for malignant melanoma therapy. The present review reports an overview of the main melanoma-addressed nanomedicines currently under study in Italy, alongside the state of the art of melanoma therapy. Moreover, the latest Italian advances concerning the pre-clinical evaluation of nanomedicines for melanoma are described.
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Affiliation(s)
- Luigi Battaglia
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
| | - Anna Scomparin
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
- . Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Chiara Dianzani
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
| | - Paola Milla
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
| | - Elisabetta Muntoni
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
| | - Silvia Arpicco
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
| | - Roberta Cavalli
- . Department of Drug Science and Technology, University of Torino, 10125 Turin, Italy; (L.B.); (A.S.); (C.D.); (P.M.); (E.M.); (S.A.)
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