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Zhang Y, Zhang C, He J, Lai G, Li W, Zeng H, Zhong X, Xie B. Comprehensive analysis of single cell and bulk RNA sequencing reveals the heterogeneity of melanoma tumor microenvironment and predicts the response of immunotherapy. Inflamm Res 2024:10.1007/s00011-024-01905-5. [PMID: 38896289 DOI: 10.1007/s00011-024-01905-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/07/2024] [Accepted: 06/09/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Tumor microenvironment (TME) heterogeneity is an important factor affecting the treatment response of immune checkpoint inhibitors (ICI). However, the TME heterogeneity of melanoma is still widely characterized. METHODS We downloaded the single-cell sequencing data sets of two melanoma patients from the GEO database, and used the "Scissor" algorithm and the "BayesPrism" algorithm to comprehensively analyze the characteristics of microenvironment cells based on single-cell and bulk RNA-seq data. The prediction model of immunotherapy response was constructed by machine learning and verified in three cohorts of GEO database. RESULTS We identified seven cell types. In the Scissor+ subtype cell population, the top three were T cells, B cells and melanoma cells. In the Scissor- subtype, there are more macrophages. By quantifying the characteristics of TME, significant differences in B cells between responders and non-responders were observed. The higher the proportion of B cells, the better the prognosis. At the same time, macrophages in the non-responsive group increased significantly. Finally, nine gene features for predicting ICI response were constructed, and their predictive performance was superior in three external validation groups. CONCLUSION Our study revealed the heterogeneity of melanoma TME and found a new predictive biomarker, which provided theoretical support and new insights for precise immunotherapy of melanoma patients.
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Affiliation(s)
- Yuan Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Cong Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Jing He
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Guichuan Lai
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Wenlong Li
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Haijiao Zeng
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China
| | - Xiaoni Zhong
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
| | - Biao Xie
- Department of Epidemiology and Health Statistics, School of Public Health, Chongqing Medical University, Yixue Road, Chongqing, 400016, China.
- Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
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Murianni V, Signori A, Buti S, Rebuzzi SE, Bimbatti D, De Giorgi U, Chiellino S, Galli L, Zucali PA, Masini C, Naglieri E, Procopio G, Milella M, Fratino L, Baldessari C, Ricotta R, Mollica V, Sorarù M, Tudini M, Prati V, Malgeri A, Atzori F, Di Napoli M, Caffo O, Spada M, Morelli F, Prati G, Nolè F, Vignani F, Cavo A, Lipari H, Roviello G, Catalano F, Damassi A, Cremante M, Rescigno P, Fornarini G, Banna GL. Time to strategy failure and treatment beyond progression in pretreated metastatic renal cell carcinoma patients receiving nivolumab: post-hoc analysis of the Meet-URO 15 study. Front Oncol 2024; 14:1307635. [PMID: 38410103 PMCID: PMC10895039 DOI: 10.3389/fonc.2024.1307635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 01/16/2024] [Indexed: 02/28/2024] Open
Abstract
Background Immunotherapies exhibit peculiar cancer response patterns in contrast to chemotherapy and targeted therapy. Some patients experience disease response after initial progression or durable responses after treatment interruption. In clinical practice, immune checkpoint inhibitors may be continued after radiological progression if clinical benefit is observed. As a result, estimating progression-free survival (PFS) based on the first disease progression may not accurately reflect the actual benefit of immunotherapy. Methods The Meet-URO 15 study was a multicenter retrospective analysis of 571 pretreated metastatic renal cell carcinoma (mRCC) patients receiving nivolumab. Time to strategy failure (TSF) was defined as the interval from the start of immunotherapy to definitive disease progression or death. This post-hoc analysis compared TSF to PFS and assess the response and survival outcomes between patients treatated beyond progression (TBP) and non-TBP. Moreover, we evaluated the prognostic accuracy of the Meet-URO score versus the International Metastatic Renal Cell Carcinoma Database Consortium (IMDC) score based on TSF and PFS. Results Overall, 571 mRCC patients were included in the analysis. Median TSF was 8.6 months (95% CI: 7.0 - 10.1), while mPFS was 7.0 months (95% CI: 5.7 - 8.5). TBP patients (N = 93) had significantly longer TSF (16.3 vs 5.5 months; p < 0.001) and overall survival (OS) (34.8 vs 17.9 months; p < 0.001) but similar PFS compared to non-TBP patients. In TBP patients, a median delay of 9.6 months (range: 6.7-16.3) from the first to the definitive disease progression was observed, whereas non-TBP patients had overlapped median TSF and PFS (5.5 months). Moreover, TBP patients had a trend toward a higher overall response rate (33.3% vs 24.3%; p = 0.075) and disease control rate (61.3% vs 55.5%; p = 0.31). Finally, in the whole population the Meet-URO score outperformed the IMDC score in predicting both TSF (c-index: 0.63 vs 0.59) and PFS (0.62 vs 0.59). Conclusion We found a 2-month difference between mTSF and mPFS in mRCC patients receiving nivolumab. However, TBP patients had better outcomes, including significantly longer TSF and OS than non-TBP patients. The Meet-URO score is a reliable predictor of TSF and PFS.
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Affiliation(s)
- Veronica Murianni
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alessio Signori
- Department of Health Sciences (DISSAL), Section of Biostatistics, University of Genoa, Genoa, Italy
| | - Sebastiano Buti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Sara Elena Rebuzzi
- Medical Oncology Unit, Ospedale San Paolo, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genoa, Genoa, Italy
| | - Davide Bimbatti
- Oncologia 1, Istituto Oncologico Veneto, IOV - IRCCS, Padova, Italy
| | - Ugo De Giorgi
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Silvia Chiellino
- Medical Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Luca Galli
- Medical Oncology 2, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy
| | - Paolo Andrea Zucali
- Department of Oncology, IRCCS, Humanitas Clinical and Research Center, Department of Biochemical Sciences, Humanitas University, Milano, Italy
| | - Cristina Masini
- Medical Oncology, AUSL - IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Emanuele Naglieri
- U.O. Oncologia, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Giuseppe Procopio
- Medical Oncology, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milano, Italy
| | - Michele Milella
- Department of Medical Oncology, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | - Lucia Fratino
- Department of Medical Oncology, CRO Aviano - Centro di Riferimento Oncologico IRCCS, Aviano, Italy
| | - Cinzia Baldessari
- Department of Oncology and Hematology - Oncology Unit, Azienda Ospedaliera Universitaria di Modena, Modena, Italy
| | - Riccardo Ricotta
- Oncology Unit, IRCCS MultiMedica, Sesto San Giovanni, Milano, Italy
| | - Veronica Mollica
- Medical Oncology, IRCCS - Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Mariella Sorarù
- U.O.C. Medical Oncology, Ospedale Camposampiero, Padova, Italy
| | - Marianna Tudini
- Medical Oncology, Osp. San Salvatore, ASL1 Avezzano Sulmona, L'Aquila, Italy
| | - Veronica Prati
- Oncology Unit, Ospedale Michele e Pietro Ferrero, Verduno, Italy
| | - Andrea Malgeri
- Medical Oncology Unit, Policlinico Universitario Campus Bio Medico, Roma, Italy
| | - Francesco Atzori
- Medical Oncology Department, University Hospital, University of Cagliari, Cagliari, Italy
| | - Marilena Di Napoli
- Department of Urology and Gynecology, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Napoli, Italy
| | - Orazio Caffo
- Medical Oncology, Ospedale S. Chiara, Trento, Italy
| | - Massimiliano Spada
- UOC Oncology, Fondazione Istituto San Raffaele Giglio di Cefalù, Cefalù, Italy
| | - Franco Morelli
- Medical Oncology Department, Casa Sollievo Della Sofferenza Hospital, IRCCS, San Giovanni Rotondo, Italy
| | - Giuseppe Prati
- Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Franco Nolè
- Medical Oncology Division of Urogenital & Head & Neck Tumors, IEO, European Institute of Oncology IRCCS, Milano, Italy
| | - Francesca Vignani
- Division of Medical Oncology, Ordine Mauriziano Hospital, Torino, Italy
| | - Alessia Cavo
- Oncology Unit, Villa Scassi Hospital, Genoa, Italy
| | - Helga Lipari
- Medical Oncology, Azienda Ospedaliera per l'Emergenza Cannizzaro, Catania, Italy
| | - Giandomenico Roviello
- Department of Health Sciences, Section of Clinical Pharmacology and Oncology, University of Firenze, Firenze, Italy
| | - Fabio Catalano
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alessandra Damassi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Malvina Cremante
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Pasquale Rescigno
- Translationsal and Clinical Research Institute, Centre for Cancer, Newcastle University, Newcastle Upon Tyne, United Kingdom
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Giuseppe Luigi Banna
- Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
- Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, United Kingdom
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Backlund E, Grozman V, Egyhazi Brage S, Lewensohn R, Lindberg K, Helgadottir H. Radiotherapy with or without immunotherapy in metastatic melanoma: efficacy and tolerability. Acta Oncol 2023; 62:1921-1930. [PMID: 37966921 DOI: 10.1080/0284186x.2023.2280766] [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: 09/01/2023] [Accepted: 11/03/2023] [Indexed: 11/17/2023]
Abstract
INTRODUCTION Radiotherapy (RT) is primarily considered as a palliative treatment in patients with metastatic melanoma. However, observations suggest that when RT is combined with immune checkpoint inhibitors (ICI), it can induce an immune response leading to an anti-tumoral effect also distant from the irradiated area - a phenomenon called 'abscopal effect'. The frequency and circumstances of abscopal effect among metastatic melanoma patients remains uncertain and further research is necessary. MATERIAL AND METHOD This retrospective study included all metastatic melanoma patients who received non-stereotactic RT in Stockholm, Sweden in 2015-2020. Patients were grouped depending on if RT was given at start of ICI (RT + ICI(start)), at ICI progression (RT + ICI(salvage)) or without ICI (RT(only)). Response rates in irradiated (RR(irradiated)) and overall response rates in non-irradiated (ORR(non-irradiated)) metastases were evaluated together with survival and toxicity in each cohort. RESULTS In the RT + ICI(start) (n = 47), RT + ICI(salvage) (n = 41) and RT(only) (n = 55) cohorts, RR(irradiated) was 70.7%, 67.5% and 43.1% (p = 0.018) while the ORR(non-irradiated) was 36.1%, 14.8% and 0.0% (p = 0.003), and the median overall survival was 18.2, 15.0 and 7.2 months, respectively (p = 0.014). Local response to RT was in all cohorts associated with longer survival (p < 0.001). The frequency of grade ≥3 immune-related adverse events was 17.0% and 19.5% in the RT + ICI(start) and RT + ICI(salvage) cohorts. No increased frequency of RT-related adverse events was seen in the RT + ICI cohorts, compared to the RT(only) cohort. CONCLUSION This retrospective study showed that melanoma patients receiving RT in combination with ICI had a superior antitumoral response in both irradiated and non-irradiated lesions as compared to patients receiving only RT. Additionally, a subgroup of patients receiving RT when progressing on ICI experienced tumor regression also in non-irradiated areas.
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Affiliation(s)
- Ellen Backlund
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Vitali Grozman
- Department of Diagnostic Radiology, Karolinska University Hospital, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm
| | | | - Rolf Lewensohn
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Karin Lindberg
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Hildur Helgadottir
- Department of Oncology, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
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Guven DC, Yekeduz E, Erul E, Yazgan SC, Sahin TK, Karatas G, Aksoy S, Erman M, Yalcin S, Urun Y, Kilickap S. The benefit of treatment beyond progression with immune checkpoint inhibitors: a multi-center retrospective cohort study. J Cancer Res Clin Oncol 2023; 149:3599-3606. [PMID: 35960374 DOI: 10.1007/s00432-022-04268-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 08/04/2022] [Indexed: 10/15/2022]
Abstract
OBJECTIVE Treatment beyond progression (TBP) with immune checkpoint inhibitors (ICIs) is an evolving field due to the limitations of conventional imaging in response evaluation. However, real-life data on the benefit of TBP is scarce, especially from the limited resource settings and patients treated in the later lines. Therefore, we aimed to investigate the survival benefit of TBP with ICIs in patients with advanced tumors from a limited resource setting. METHODS For this multi-center retrospective cohort study, we included 282 patients treated with ICIs and had radiological progression according to RECIST 1.1 criteria. We evaluated post-progression survival according to the use of TBP (TBP and non-TBP groups) with univariate and multivariate analyses. RESULTS The cohort's median age was 61, and 84.4% were treated in the second or later lines. 82 (29.1%) of 282 patients continued on ICIs following the initial progression. In multivariate analyses, patients in the TBP group had improved post-progression survival compared to non-TBP (13.18 vs. 4.63 months, HR: 0.500, 95% CI: 0.349-0.717, p < 0.001). The benefit of the TBP was independent of the tumor type, treatment line, and age. Furthermore, TBP with ICIs remained associated with improved post-progression survival (HR: 0.600, 95% CI: 0.380-0.947, p = 0.028) after excluding the patients with no further treatment after progression in the non-TBP arm. CONCLUSIONS In this study, we observed that patients receiving ICIs beyond progression had considerably longer survival. Continuation of ICIs after progression should be considered a reasonable management option for patients with advanced cancer, specifically for patients with limited alternative options.
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Affiliation(s)
- Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Cancer Institute, Sihhiye, 06100, Ankara, Turkey.
| | - Emre Yekeduz
- Department of Medical Oncology, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Enes Erul
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Sati Coskun Yazgan
- Department of Internal Medicine, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Taha Koray Sahin
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Gokturk Karatas
- Department of Internal Medicine, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Cancer Institute, Sihhiye, 06100, Ankara, Turkey
| | - Mustafa Erman
- Department of Medical Oncology, Hacettepe University Cancer Institute, Sihhiye, 06100, Ankara, Turkey
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Sihhiye, 06100, Ankara, Turkey
| | - Yuksel Urun
- Department of Medical Oncology, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Saadettin Kilickap
- Faculty of Medicine, Istinye University, Istanbul, Turkey
- Medical Oncology Unit, Liv Hospital Ankara, Ankara, Turkey
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Long Term Results and Prognostic Biomarkers for Anti-PD1 Immunotherapy Used after BRAFi/MEKi Combination in Advanced Cutaneous Melanoma Patients. Cancers (Basel) 2022; 14:cancers14092123. [PMID: 35565255 PMCID: PMC9101360 DOI: 10.3390/cancers14092123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 04/20/2022] [Accepted: 04/23/2022] [Indexed: 02/01/2023] Open
Abstract
(1) Background: BRAFi/MEKi are usually offered as a first line treatment for patients requiring rapid response; with elevated lactate dehydrogenase (LDH) activity, large tumor burden, and with brain metastases. The efficacy of second line therapies after BRAFi/MEKI failure is now well defined. (2) Methods: Patients treated with first line target BRAFi/MEKi therapy (vemurafenib plus cobimetinib, dabrafenib plus trametinib or encorafenib plus binimetinib); and for the second line treatment immunotherapy with programmed cell death 1 (PD-1) checkpoint inhibitors (nivolumab or pembrolizumab) with at least one cycle of second line were analyzed for survival and prognostic biomarkers. (3) Results: There were no statistically significant differences in ORR between the treatment groups with nivolumab and pembrolizumab, as well as median progression free-survival (PSF) and overall survival (OS) since the initiation of second line therapy; on nivolumab OS was 6.6 months, and on pembrolizumab 5.0 months. The greatest clinical benefit with second line immunotherapy was observed in patients with LDH ≤ ULN and <3 organ sites with metastasis at baseline. Longer OS was also noted in patients with time to PD >6 months in first line (slow progression). (4) Conclusions: Second line anti-PD1 immunotherapy is effective in BRAF-mutated melanoma patients after BRAFi/MEKi therapy failure.
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Rogala P, Czarnecka AM, Cybulska-Stopa B, Ostaszewski K, Piejko K, Ziętek M, Dziura R, Rutkowska E, Galus Ł, Kempa-Kamińska N, Calik J, Sałek-Zań A, Zemełka T, Bal W, Kamycka A, Świtaj T, Kamińska-Winciorek G, Suwiński R, Mackiewicz J, Rutkowski P. Long-Term Outcomes of Targeted Therapy after First-Line Immunotherapy in BRAF-Mutated Advanced Cutaneous Melanoma Patients—Real-World Evidence. J Clin Med 2022; 11:jcm11082239. [PMID: 35456332 PMCID: PMC9032972 DOI: 10.3390/jcm11082239] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/12/2022] [Accepted: 04/13/2022] [Indexed: 02/07/2023] Open
Abstract
Background: Currently, limited data on targeted therapy and immunotherapy sequencing in patients with BRAF-mutant melanoma is available. Targeted therapy and immunotherapy are expected to be comparable in terms of overall survival (OS) when used as second-line therapies; therefore, understanding the characteristics of patients who completed sequential treatment is needed. Methods: The primary objective of this study was to analyze the efficacy of BRAFi/MEKi activity as second-line therapy in patients with advanced melanoma. We also aimed to describe the clinical characteristics of patients with advanced melanoma who were treated sequentially with immunotherapy and targeted therapy. We enrolled 97 patients treated between 1st December 2015 and 31st December 2020 with first-line immunotherapy with programmed cell death 1 (PD-1) checkpoint inhibitors; and for the second-line treatment with at least one cycle of BRAFi/MEKi therapy with follow-up through 31 January 2022. Results: Median OS since first-line treatment initiation was 19.9 months and 12.8 months since initiation of BRAFi/MEKi treatment. All BRAFi/MRKi combinations were similarly effective. Median progression free survival (PFS) was 7.5 months since initiation of any BRAFi/MEKi treatment. Conclusions: BRAFi/MEKi therapy is effective in the second-line in advanced and metastatic melanoma patients. For the first time, the efficacy of all BRAFi/MEKi combinations as second-line therapy is shown.
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Affiliation(s)
- Paweł Rogala
- Department of Soft Tissue/Bone Sarcoma and Melansoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (P.R.); (K.O.); (T.Ś.); (P.R.)
| | - Anna M. Czarnecka
- Department of Soft Tissue/Bone Sarcoma and Melansoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (P.R.); (K.O.); (T.Ś.); (P.R.)
- Department of Experimental Pharmacology, Mossakowski Medical Research Centre, Polish Academy of Sciences, 02-106 Warsaw, Poland
- Correspondence: ; Tel.: +48-22-546-24-55
| | - Bożena Cybulska-Stopa
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Cracow Branch, 31-115 Kraków, Poland; (B.C.-S.); (K.P.); (A.S.-Z.); (T.Z.)
| | - Krzysztof Ostaszewski
- Department of Soft Tissue/Bone Sarcoma and Melansoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (P.R.); (K.O.); (T.Ś.); (P.R.)
| | - Karolina Piejko
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Cracow Branch, 31-115 Kraków, Poland; (B.C.-S.); (K.P.); (A.S.-Z.); (T.Z.)
| | - Marcin Ziętek
- Department of Surgical Oncology, Wroclaw Comprehensive Cancer Center, 53-413 Wroclaw, Poland;
- Department of Oncology, Wroclaw Medical University, 50-376 Wroclaw, Poland
| | - Robert Dziura
- Department of Clinical Oncology, Holy Cross Cancer Center, 25-734 Kielce, Poland; (R.D.); (E.R.)
| | - Ewa Rutkowska
- Department of Clinical Oncology, Holy Cross Cancer Center, 25-734 Kielce, Poland; (R.D.); (E.R.)
| | - Łukasz Galus
- Department of Medical and Experimental Oncology, University of Medical Sciences, 61-701 Poznan, Poland; (Ł.G.); (J.M.)
| | - Natasza Kempa-Kamińska
- Department of Clinical Oncology, Wroclaw Comprehensive Cancer Center, 53-413 Wroclaw, Poland; (N.K.-K.); (J.C.)
| | - Jacek Calik
- Department of Clinical Oncology, Wroclaw Comprehensive Cancer Center, 53-413 Wroclaw, Poland; (N.K.-K.); (J.C.)
| | - Agata Sałek-Zań
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Cracow Branch, 31-115 Kraków, Poland; (B.C.-S.); (K.P.); (A.S.-Z.); (T.Z.)
| | - Tomasz Zemełka
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Cracow Branch, 31-115 Kraków, Poland; (B.C.-S.); (K.P.); (A.S.-Z.); (T.Z.)
| | - Wiesław Bal
- Department of Chemotherapy, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland;
| | | | - Tomasz Świtaj
- Department of Soft Tissue/Bone Sarcoma and Melansoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (P.R.); (K.O.); (T.Ś.); (P.R.)
| | - Grażyna Kamińska-Winciorek
- The Skin Cancer and Melanoma Team, Department of Bone Marrow Transplantation and Hematology-Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland;
| | - Rafał Suwiński
- II Clinic of Radiotherapy and Chemotherapy, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland;
| | - Jacek Mackiewicz
- Department of Medical and Experimental Oncology, University of Medical Sciences, 61-701 Poznan, Poland; (Ł.G.); (J.M.)
- Department of Diagnostics and Cancer Immunology, Greater Poland Cancer Centre, 61-866 Poznan, Poland
| | - Piotr Rutkowski
- Department of Soft Tissue/Bone Sarcoma and Melansoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (P.R.); (K.O.); (T.Ś.); (P.R.)
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Immune-Related Thyroid Adverse Events Predict Response to PD-1 Blockade in Patients with Melanoma. Cancers (Basel) 2022; 14:cancers14051248. [PMID: 35267557 PMCID: PMC8909092 DOI: 10.3390/cancers14051248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/09/2022] [Accepted: 02/24/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary We evaluated the immune-related thyroid adverse events (irTAEs) during anti-PD-1 therapy in terms of their influence on overall survival (OS) rates in melanoma. Based on data from 249 patients with metastatic melanoma and a normal thyroid stimulating hormone (TSH) at baseline, we found that during anti-PD-1 therapy, 95 patients had a TSH outside normal ranges (32 had clinical symptoms of hypothyroidism). The 3-year OS rates in patients with clinical hypothyroidism, abnormal but clinically not significant TSH, and euthyreosis were 56%, 43%, and 32%, respectively. After adjusting the Cox model for potential confounding variables, clinically significant hypothyroidism was an independent prognostic factor with HR 0.51 (95% CI 0.29–0.87). Abstract Antibodies against programmed cell death protein-1 or its ligand (PD-(L)1) are a standard of care in melanoma; however, this treatment may cause immune-related adverse events. The aim of this study was to evaluate the immune-related thyroid adverse events (irTAEs) during anti-PD-1 therapy and analyze their influence on the overall survival rates in melanoma. We included 249 patients with metastatic melanoma treated in our institution between 2014 and 2021; the median age was 62 years (range: 17–90); 58% were males, and 37% of patients had the BRAF mutation. We included patients with a normal TSH at baseline and followed up with measurement of TSH levels during immunotherapy. In our group, 95 patients had a TSH outside the normal range: 63 not clinically significant and 32 with clinical symptoms of hypothyroidism. The 3-year overall survival rate was related to the irTAEs of clinical hypothyroidism, abnormal clinically not significant TSH, and euthyreosis at 56%, 43%, and 32%, respectively (p = 0.002). After adjusting the Cox model for potential confounding variables, clinically significant hypothyroidism was an independent prognostic factor with HR 0.51 (95% CI 0.29–0.87). In conclusion, the patients who developed clinically significant hypothyroidism requiring replacement therapy with L-thyroxin were the group who benefitted most from anti-PD-1 treatment.
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