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Sabbatino F, Liguori L, Pepe S, Ferrone S. Immune checkpoint inhibitors for the treatment of melanoma. Expert Opin Biol Ther 2022; 22:563-576. [PMID: 35130816 PMCID: PMC9038682 DOI: 10.1080/14712598.2022.2038132] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : Immune checkpoint inhibitor (ICI) based immunotherapy is dramatically changing the management of many types of cancers including melanoma. In this malignancy, ICIs have been shown to prolong disease and progression free survival as well as overall survival of a percentage of treated patients, becoming the cornerstone of melanoma treatment. AREAS COVERED : In this review, first, we will describe the mechanisms of immune checkpoint activation and inhibition, second, we will summarize the results obtained with ICIs in melanoma treatment in terms of efficacy as well as toxicity, third, we will discuss the potential mechanisms of immune escape from ICI, and lastly, we will review the potential predictive biomarkers of clinical efficacy of ICI-based immunotherapy in melanoma. EXPERT OPINION : ICIs represent one of the pillars of melanoma treatment. The success of ICI-based therapy is limited by the development of escape mechanisms which allow melanoma cells to avoid recognition and destruction by immune cells. These results emphasize the need of additional studies to confirm the efficacy of therapies which combine different classes of ICIs as well as ICIs with other types of therapies. Furthermore, novel and more effective predictive biomarkers are needed to better stratify melanoma patients in order to define more precisely the therapeutic algorithms.
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Affiliation(s)
- Francesco Sabbatino
- Department of Medicine, Surgery and Dentistry 'Scuola Medica Salernitana', University of Salerno, Baronissi, Salerno, Italy 84131
| | - Luigi Liguori
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", Naples, Italy 80131
| | - Stefano Pepe
- Department of Medicine, Surgery and Dentistry 'Scuola Medica Salernitana', University of Salerno, Baronissi, Salerno, Italy 84131
| | - Soldano Ferrone
- Division of Surgical Oncology, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
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2
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Liu L, Zhao Q, Cheng C, Yi J, Sun H, Wang Q, Quan W, Xue Y, Sun L, Cong X, Zhang Y. Analysis of Bulk RNA Sequencing Data Reveals Novel Transcription Factors Associated With Immune Infiltration Among Multiple Cancers. Front Immunol 2021; 12:644350. [PMID: 34489925 PMCID: PMC8417605 DOI: 10.3389/fimmu.2021.644350] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 07/30/2021] [Indexed: 12/13/2022] Open
Abstract
Tumor-infiltrating immune cells shape the tumor microenvironment and are closely related to clinical outcomes. Several transcription factors (TFs) have also been reported to regulate the antitumor activity and immune cell infiltration. This study aimed to quantify the populations of different immune cells infiltrated in tumor samples based on the bulk RNA sequencing data obtained from 50 cancer patients using the CIBERSORT and the EPIC algorithm. Weighted gene coexpression network analysis (WGCNA) identified eigengene modules strongly associated with tumorigenesis and the activation of CD4+ memory T cells, dendritic cells, and macrophages. TF genes FOXM1, MYBL2, TAL1, and ERG are central in the subnetworks of the eigengene modules associated with immune-related genes. The analysis of The Cancer Genome Atlas (TCGA) cancer data confirmed these findings and further showed that the expression of these potential TF genes regulating immune infiltration, and the immune-related genes that they regulated, was associated with the survival of patients within multiple cancers. Exome-seq was performed on 24 paired samples that also had RNA-seq data. The expression quantitative trait loci (eQTL) analysis showed that mutations were significantly more frequent in the regions flanking the TF genes compared with those of non-TF genes, suggesting a driver role of these TF genes regulating immune infiltration. Taken together, this study presented a practical method for identifying genes that regulate immune infiltration. These genes could be potential biomarkers for cancer prognosis and possible therapeutic targets.
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Affiliation(s)
- Lei Liu
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun, China
| | - Qiuchen Zhao
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China.,College of Life Sciences, Wuhan University, Wuhan, China
| | - Chao Cheng
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China
| | - Jingwen Yi
- Research Center of Agriculture and Medicine Gene Engineering of Ministry of Education, Northeast Normal University, Changchun, China
| | - Hongyan Sun
- Tissue Bank, China-Japan Union Hospital, Jilin University, Changchun, China
| | - Qi Wang
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China
| | - Weili Quan
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China
| | - Yaqiang Xue
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China
| | - Luguo Sun
- National Engineering Laboratory for Druggable Gene and Protein Screening, Northeast Normal University, Changchun, China.,Research Center of Agriculture and Medicine Gene Engineering of Ministry of Education, Northeast Normal University, Changchun, China
| | - Xianling Cong
- Tissue Bank, China-Japan Union Hospital, Jilin University, Changchun, China
| | - Yi Zhang
- Center of Genome Analysis, ABLife BioBigData Institute, Wuhan, China
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3
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Sabbatino F, Scognamiglio G, Liguori L, Marra A, Anniciello AM, Polcaro G, Dal Col J, Caputo A, Peluso AL, Botti G, Zeppa P, Ferrone S, Pepe S. Peritumoral Immune Infiltrate as a Prognostic Biomarker in Thin Melanoma. Front Immunol 2020; 11:561390. [PMID: 33117345 PMCID: PMC7550791 DOI: 10.3389/fimmu.2020.561390] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/15/2020] [Indexed: 12/18/2022] Open
Abstract
Thin melanomas are tumors less than 1 mm thick according to Breslow classification. Their prognosis is in most cases excellent. However, a small subset of these tumors relapses. These clinical findings emphasize the need of novel prognostic biomarkers to identify this subset of tumors. Characterization of tumor immune microenvironment (TIME) is currently investigated as a prognostic and predictive biomarker for cancer immunotherapy in several solid tumors including melanoma. Here, taking into account the limited availability of tumor tissues, by characterizing some of the characteristics of TIME such as number of infiltrating lymphocytes, HLA class I antigen and PD-L1 expression, we show that number of infiltrating CD8+ and FOXP3+ T cells as well as CD8+/FOXP3+ T cell ratio can represent a useful prognostic biomarker in thin melanoma. Although further investigations in a larger patient cohort are needed, these findings have potential clinical significance since they can be used to define subgroups of thin melanoma patients who have a worse prognosis and might need different treatment modalities.
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Affiliation(s)
- Francesco Sabbatino
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
- Oncology Unit, San Giovanni di Dio e Ruggi D’Aragona University Hospital, Salerno, Italy
| | - Giosuè Scognamiglio
- Pathology Unit, Istituto Nazionale Tumori, IRCSS, “Fondazione G. Pascale”, Naples, Italy
| | - Luigi Liguori
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, Naples, Italy
| | - Antonio Marra
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology, Milan, Italy
| | - Anna Maria Anniciello
- Pathology Unit, Istituto Nazionale Tumori, IRCSS, “Fondazione G. Pascale”, Naples, Italy
| | - Giovanna Polcaro
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
| | - Jessica Dal Col
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
| | - Alessandro Caputo
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
- Pathology Unit, San Giovanni di Dio e Ruggi D’Aragona University Hospital, Salerno, Italy
| | - Anna Lucia Peluso
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
- Pathology Unit, San Giovanni di Dio e Ruggi D’Aragona University Hospital, Salerno, Italy
| | - Gerardo Botti
- Scientific Direction, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Naples, Italy
| | - Pio Zeppa
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
- Pathology Unit, San Giovanni di Dio e Ruggi D’Aragona University Hospital, Salerno, Italy
| | - Soldano Ferrone
- Division of Surgical Oncology, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Stefano Pepe
- Department of Medicine, Surgery and Dentistry “Scuola Medica Salernitana”, University of Salerno, Baronissi, Italy
- Oncology Unit, San Giovanni di Dio e Ruggi D’Aragona University Hospital, Salerno, Italy
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4
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Payandeh Z, Yarahmadi M, Nariman-Saleh-Fam Z, Tarhriz V, Islami M, Aghdam AM, Eyvazi S. Immune therapy of melanoma: Overview of therapeutic vaccines. J Cell Physiol 2019; 234:14612-14621. [PMID: 30706472 DOI: 10.1002/jcp.28181] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 01/10/2019] [Indexed: 01/24/2023]
Abstract
Melanoma is the most serious type of skin cancer which develops from the occurrence of genetic mutations in the melanocytes. Based on the features of melanoma tumors such as location, genetic profile and stage, there are several therapeutic strategies including surgery, chemotherapy, and radiotherapy. However, because of the appearance resistance mechanisms, the efficiency of these treatments strategies may be reduced. It has been demonstrated that therapeutic monoclonal antibodies can improve the efficiency of melanoma therapies. Recently, several mAbs, such as nivolumab, pembrolizumab, and ipilimumab, were approved for the immunotherapy of melanoma. The antibodies inhibit immune checkpoint receptors such as CTL4 and pd-1. Another therapeutic strategy for the treatment of melanoma is cancer vaccines, which improve clinical outcomes in patients. The combination therapy using antibodies and gene vaccine give us a new perspective in the treatment of melanoma patients. Herein, we present the recent progressions in the melanoma immunotherapy, especially dendritic cells mRNA vaccines by reviewing recent literature.
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Affiliation(s)
- Zahra Payandeh
- Immunology Research Center, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Maral Yarahmadi
- Department of Clinical Biochemistry, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ziba Nariman-Saleh-Fam
- Women's Reproductive Health Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Vahideh Tarhriz
- Molecular Medicine Research Center, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Maryam Islami
- Dietary Supplements and Probiotic Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | | | - Shirin Eyvazi
- Department of Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Biotechnology Research Center, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
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5
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FOXP3+ T regulatory lymphocytes in primary melanoma are associated with BRAF mutation but not with response to BRAF inhibitor. Pathology 2015; 47:557-63. [DOI: 10.1097/pat.0000000000000314] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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6
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de Moll EH, Fu Y, Qian Y, Perkins SH, Wieder S, Gnjatic S, Remark R, Bernardo SG, Moskalenko M, Yao J, Ferringer T, Chang R, Chipuk J, Horst BA, Birge MB, Phelps RG, Saenger YM. Immune biomarkers are more accurate in prediction of survival in ulcerated than in non-ulcerated primary melanomas. Cancer Immunol Immunother 2015; 64:1193-203. [PMID: 26076664 PMCID: PMC4581435 DOI: 10.1007/s00262-015-1726-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Accepted: 05/27/2015] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Ulcerated melanomas may have a unique biology and microenvironment. We test whether markers of immune infiltration correlate with clinical outcome in ulcerated compared to non-ulcerated primary melanoma tumors. METHODS Sixty-two stage II-III cutaneous melanomas, 32 ulcerated and 30 non-ulcerated, were analyzed for tumor-infiltrating lymphocytes (TILs). Immunohistochemistry (IHC) was performed for CD2, a marker previously shown to correlate with overall survival (OS) and recurrence-free survival (RFS) in this patient population. IHC using antibody, VE1, to BRAF V600E was also performed on a subset of 41 tumors to assess the relationship of BRAF mutation to immune markers. RESULTS We found, using Cox regression models, that the presence of TILs was associated with improved OS (p = 0.034) and RFS (p = 0.002) in ulcerated melanoma tumors, but not in non-ulcerated melanoma (p = 0.632, 0.416). CD2 expression also was correlated with improved OS (p = 0.021) and RFS (p = 0.001) in ulcerated melanoma, but no relationship was seen in non-ulcerated melanoma (p = 0.427, 0.682). In this small population, BRAF status did not correlate with TILs or CD2+ count. CONCLUSION Our data show that immune markers including TILs and CD2 count correlate more closely with survival in ulcerated melanomas than that in non-ulcerated melanomas. We propose that immune biomarkers may be particularly relevant to ulcerated, as compared to non-ulcerated, melanomas and that this merits study in larger populations.
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Affiliation(s)
- Ellen H. de Moll
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yichun Fu
- Department of Medicine, Columbia University College of Physicians and Surgeons, 177 Fort Washington Avenue, New York, NY 10032, USA
| | - Yingzhi Qian
- Department of Medicine, Columbia University College of Physicians and Surgeons, 177 Fort Washington Avenue, New York, NY 10032, USA
| | - Sara H. Perkins
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Shira Wieder
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sacha Gnjatic
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Romain Remark
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sebastian G. Bernardo
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marina Moskalenko
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jonathan Yao
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Rui Chang
- Department of Genetics and Genomic Science, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jerry Chipuk
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Basil A. Horst
- Department of Pathology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Miriam B. Birge
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert G. Phelps
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yvonne M. Saenger
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Columbia University College of Physicians and Surgeons, 177 Fort Washington Avenue, New York, NY 10032, USA
- Hematology Oncology Division, Department of Medicine, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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7
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Moogk D, da Silva IP, Ma MW, Friedman EB, de Miera EVS, Darvishian F, Scanlon P, Perez-Garcia A, Pavlick AC, Bhardwaj N, Christos PJ, Osman I, Krogsgaard M. Melanoma expression of matrix metalloproteinase-23 is associated with blunted tumor immunity and poor responses to immunotherapy. J Transl Med 2014; 12:342. [PMID: 25491880 PMCID: PMC4272770 DOI: 10.1186/s12967-014-0342-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Accepted: 11/24/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Matrix metalloproteinase-23 (MMP-23) can block the voltage-gated potassium channel Kv1.3, whose function is important for sustained Ca(2+) signaling during T cell activation. MMP-23 may also alter T cell activity and phenotype through cleavage of proteins affecting cytokine and chemokine signaling. We therefore tested the hypothesis that MMP-23 can negatively regulate the anti-tumor T cell response in human melanoma. METHODS We characterized MMP-23 expression in primary melanoma patients who received adjuvant immunotherapy. We examined the association of MMP-23 with the anti-tumor immune response - as assessed by the prevalence of tumor-infiltrating lymphocytes and Foxp3(+) regulatory T cells. Further, we examined the association between MMP-23 expression and response to immunotherapy. Considering also an in trans mechanism, we examined the association of melanoma MMP-23 and melanoma Kv1.3 expression. RESULTS Our data revealed an inverse association between primary melanoma MMP-23 expression and the anti-tumor T cell response, as demonstrated by decreased tumor-infiltrating lymphocytes (TIL) (P = 0.05), in particular brisk TILs (P = 0.04), and a trend towards an increased proportion of immunosuppressive Foxp3(+) regulatory T cells (P = 0.07). High melanoma MMP-23 expression is also associated with recurrence in patients treated with immune biologics (P = 0.037) but not in those treated with vaccines (P = 0.64). Further, high melanoma MMP-23 expression is associated with shorter periods of progression-free survival for patients receiving immune biologics (P = 0.025). On the other hand, there is no relationship between melanoma MMP-23 and melanoma Kv1.3 expression (P = 0.27). CONCLUSIONS Our data support a role for MMP-23 as a potential immunosuppressive target in melanoma, as well as a possible biomarker for informing melanoma immunotherapies.
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Affiliation(s)
- Duane Moogk
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Department of Pathology, New York University School of Medicine, New York, NY, USA.
| | - Ines Pires da Silva
- Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA. .,Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisboa, Portugal. .,Programme for Advanced Medical Education, Lisbon, Portugal.
| | - Michelle W Ma
- Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
| | - Erica B Friedman
- Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA. .,Department of Surgery, New York University School of Medicine, New York, NY, USA.
| | - Eleazar Vega-Saenz de Miera
- Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
| | - Farbod Darvishian
- Department of Pathology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
| | - Patrick Scanlon
- Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
| | - Arianne Perez-Garcia
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Department of Pathology, New York University School of Medicine, New York, NY, USA.
| | - Anna C Pavlick
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA. .,Department of Medicine, New York University School of Medicine, New York, NY, USA.
| | - Nina Bhardwaj
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA. .,Department of Medicine, New York University School of Medicine, New York, NY, USA.
| | - Paul J Christos
- Division of Biostatistics and Epidemiology, Weill Cornell Medical College, New York, NY, USA.
| | - Iman Osman
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
| | - Michelle Krogsgaard
- Perlmutter Cancer Center at NYU Langone, New York, NY, USA. .,Department of Pathology, New York University School of Medicine, New York, NY, USA. .,Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY, USA.
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8
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Mignot G, Hervieu A, Vabres P, Dalac S, Jeudy G, Bel B, Apetoh L, Ghiringhelli F. Prospective study of the evolution of blood lymphoid immune parameters during dacarbazine chemotherapy in metastatic and locally advanced melanoma patients. PLoS One 2014; 9:e105907. [PMID: 25170840 PMCID: PMC4149472 DOI: 10.1371/journal.pone.0105907] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Accepted: 07/29/2014] [Indexed: 12/22/2022] Open
Abstract
Background The importance of immune responses in the control of melanoma growth is well known. However, the implication of these antitumor immune responses in the efficacy of dacarbazine, a cytotoxic drug classically used in the treatment of melanoma, remains poorly understood in humans. Methods In this prospective observational study, we performed an immunomonitoring of eleven metastatic or locally advanced patients treated with dacarbazine as a first line of treatment. We assessed by flow cytometry lymphoid populations and their activation state; we also isolated NK cells to perform in vitro cytotoxicity tests. Results We found that chemotherapy induces lymphopenia and that a significantly higher numbers of naïve CD4+ T cells and lower proportion of Treg before chemotherapy are associated with disease control after dacarbazine treatment. Interestingly, NK cell cytotoxicity against dacarbazine-pretreated melanoma cells is only observed in NK cells from patients who achieved disease control. Conclusion Together, our data pinpoint that some immune factors could help to predict the response of melanoma patients to dacarbazine. Future larger scale studies are warranted to test their validity as prediction markers.
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Affiliation(s)
- Grégoire Mignot
- INSERM, UMR866, Dijon, France
- Faculté de Médecine, Université de Bourgogne, Dijon, France
| | - Alice Hervieu
- INSERM, UMR866, Dijon, France
- Faculté de Médecine, Université de Bourgogne, Dijon, France
- Service de Dermatologie, Centre Hospitalier Universitaire le Bocage, Dijon, France
| | - Pierre Vabres
- Faculté de Médecine, Université de Bourgogne, Dijon, France
- Service de Dermatologie, Centre Hospitalier Universitaire le Bocage, Dijon, France
| | - Sophie Dalac
- Service de Dermatologie, Centre Hospitalier Universitaire le Bocage, Dijon, France
| | - Geraldine Jeudy
- Service de Dermatologie, Centre Hospitalier Universitaire le Bocage, Dijon, France
| | - Blandine Bel
- Service de Dermatologie, Centre Hospitalier Universitaire le Bocage, Dijon, France
| | - Lionel Apetoh
- INSERM, UMR866, Dijon, France
- Faculté de Médecine, Université de Bourgogne, Dijon, France
- Oncologie médicale, Centre Georges François Leclerc, Dijon, France
| | - François Ghiringhelli
- INSERM, UMR866, Dijon, France
- Faculté de Médecine, Université de Bourgogne, Dijon, France
- Oncologie médicale, Centre Georges François Leclerc, Dijon, France
- * E-mail:
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9
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Malas S, Harrasser M, Lacy KE, Karagiannis SN. Antibody therapies for melanoma: new and emerging opportunities to activate immunity (Review). Oncol Rep 2014; 32:875-86. [PMID: 24969320 PMCID: PMC4121424 DOI: 10.3892/or.2014.3275] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2014] [Accepted: 06/06/2014] [Indexed: 12/21/2022] Open
Abstract
The interface between malignant melanoma and patient immunity has long been recognised and efforts to treat this most lethal form of skin cancer by activating immune responses with cytokine, vaccine and also antibody immunotherapies have demonstrated promise in limited subsets of patients. In the present study, we discuss different antibody immunotherapy approaches evaluated in the context of melanoma, each designed to act on distinct targets and to employ different mechanisms to restrict tumour growth and spread. Monoclonal antibodies recognising melanoma-associated antigens such as CSPG4/MCSP and targeting elements of tumour-associated vasculature (VEGF) have constituted long-standing translational approaches aimed at reducing melanoma growth and metastasis. Recent insights into mechanisms of immune regulation and tumour-immune cell interactions have helped to identify checkpoint molecules on immune (CTLA4, PD-1) and tumour (PD-L1) cells as promising therapeutic targets. Checkpoint blockade with antibodies to activate immune responses and perhaps to counteract melanoma-associated immunomodulatory mechanisms led to the first clinical breakthrough in the form of an anti-CTLA4 monoclonal antibody. Novel modalities to target key mechanisms of immune suppression and to redirect potent effector cell subsets against tumours are expected to improve clinical outcomes and to provide previously unexplored avenues for therapeutic interventions.
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Affiliation(s)
- Sadek Malas
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Micaela Harrasser
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Katie E Lacy
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
| | - Sophia N Karagiannis
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine and NIHR Biomedical Research Centre at Guy's and St. Thomas' Hospitals, King's College London, London SE1 9RT, UK
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10
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Clinical evaluation of systemic and local immune responses in cancer: time for integration. Cancer Immunol Immunother 2013; 63:45-57. [PMID: 24100804 DOI: 10.1007/s00262-013-1480-0] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 09/23/2013] [Indexed: 02/06/2023]
Abstract
The immune system has a dual role in cancer development and progression. On the one hand, it can eradicate emerging malignant cells, but on the other hand, it can actively promote growth of malignant cells, their invasive capacities and their ability to metastasize. Immune cells with predominantly anti-tumor functionality include cells of the innate immune system, such as natural killer cells, and cells of adaptive immunity, such as conventional dendritic cells and cytotoxic T lymphocytes. Immune cells with predominantly pro-tumor functionality include a broad spectrum of cells of the innate and adaptive immune system, such as type 2 neutrophils and macrophages, plasmacytoid DC, myeloid-derived suppressor cells and regulatory T lymphocytes. The presence of immune cells with tumor-suppressive and tumor-promoting activity in the cancer microenvironment and in peripheral blood is usually associated with good clinical outcomes and poor clinical outcomes, respectively. Significant advances in experimental and clinical oncoimmunology achieved in the last decade open an opportunity for the use of modern morphologic, flow cytometric and functional tests in clinical practice. In this review, we describe an integrated approach to clinical evaluation of the immune status of cancer patients for diagnostic purposes, prognostic/predictive purposes (evaluation of patient prognosis and response to treatment) and for therapeutic purposes.
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Abstract
The advent of immunotherapies for cancer has resulted in robust clinical responses and confirmed that the immune system can significantly inhibit tumor progression. The recent success of adoptive cell therapy against melanoma suggests that endogenous T-cell responses have the potential to control cancer. However, the lack of responses in some patients receiving such therapy indicates a need for a better understanding of the host immune response to solid tumors. In this review, we summarize the current knowledge on the characteristics of adoptively transferred T cells associated with successful anti-melanoma immune responses in humans.
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Affiliation(s)
- Agnes Fermin Lee
- Dirks/Dougherty Laboratory for Cancer Research; Department of Translational Immunology; John Wayne Cancer Institute at Saint John’s Health Center; Santa Monica, CA USA
| | - Peter A. Sieling
- Dirks/Dougherty Laboratory for Cancer Research; Department of Translational Immunology; John Wayne Cancer Institute at Saint John’s Health Center; Santa Monica, CA USA
| | - Delphine J. Lee
- Dirks/Dougherty Laboratory for Cancer Research; Department of Translational Immunology; John Wayne Cancer Institute at Saint John’s Health Center; Santa Monica, CA USA
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Gutkin DW. Tumor Infiltration by Immune Cells: Pathologic Evaluation and a Clinical Significance. THE TUMOR IMMUNOENVIRONMENT 2013:39-82. [DOI: 10.1007/978-94-007-6217-6_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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13
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Abstract
This chapter describes how skin immune system (SIS) is specifically involved in the development of cutaneous melanoma. Local immune surveillance is presented as a complex process that comprises markers to be monitored in disease's evolution and in therapy. The ranking of tissue or soluble immune markers in a future panel of diagnostic/prognostic panel are evaluated. Taking into account the difficulties of cutaneous melanoma patients' management, this chapter shows the immune surveillance at the skin level, the conditions that favor the tumor escape from the immunological arm, the immune pattern of skin melanoma with diagnostic/prognostic relevance, the circulatory immune markers, and, last but not least, how immune markers are used in immune-therapy monitoring. The chapter cannot be exhaustive but will give the reader a glimpse of the complex immune network that lies within tumor escape and where to search for immune-therapeutical targets in skin melanoma.
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Affiliation(s)
- Monica Neagu
- Immunobiology Laboratory, "Victor Babes" National Institute of Pathology, Bucharest, Romania.
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Nagai H, Oniki S, Fujiwara S, Yoshimoto T, Nishigori C. Antimelanoma immunotherapy: clinical and preclinical applications of IL-12 family members. Immunotherapy 2011; 2:697-709. [PMID: 20874653 DOI: 10.2217/imt.10.46] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Malignant melanoma has been considered a prototypical 'immunogenic' tumor through clinical observations, such as the spontaneous regression of primary lesions, their higher incidence in immune-suppressed individuals, and the development of vitiligo after immunotherapy. Among many cytokines, IL-12 is one of the best characterized and the most potent anti-tumor cytokines. Although the systemic application of IL-12 resulted in disappointing results owing to its considerable toxicity, IL-12 is not entirely unusable in the clinical setting. IL-12-related cytokines, IL-23 and IL-27, have also been shown to possess anti-tumor activities in preclinical models. Although belonging to the same cytokine family, IL-12, IL-23 and IL-27 were found to have different anti-tumor mechanisms, adjuvant activity for tumor vaccines and adverse effects in a poorly immunogeneic melanoma model. In addition, their novel activities on melanoma have been clarified. We briefly review the key features of these members of the IL-12 cytokine family and discuss their potential relevance to melanoma immunity and antimelanoma immunotherapy.
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Affiliation(s)
- Hiroshi Nagai
- Division of Dermatology, Department of Internal Related, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe 650-0017, Japan.
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15
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Knol AC, Nguyen JM, Quéreux G, Brocard A, Khammari A, Dréno B. Prognostic value of tumor-infiltrating Foxp3+ T-cell subpopulations in metastatic melanoma. Exp Dermatol 2011; 20:430-4. [DOI: 10.1111/j.1600-0625.2011.01260.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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16
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Jacobs JFM, Punt CJA, Lesterhuis WJ, Sutmuller RPM, Brouwer HMLH, Scharenborg NM, Klasen IS, Hilbrands LB, Figdor CG, de Vries IJM, Adema GJ. Dendritic cell vaccination in combination with anti-CD25 monoclonal antibody treatment: a phase I/II study in metastatic melanoma patients. Clin Cancer Res 2010; 16:5067-78. [PMID: 20736326 DOI: 10.1158/1078-0432.ccr-10-1757] [Citation(s) in RCA: 176] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
PURPOSE The success of cancer immunotherapy depends on the balance between effector T cells and suppressive immune regulatory mechanisms within the tumor microenvironment. In this study we investigated whether transient monoclonal antibody-mediated depletion of CD25(high) regulatory T cells (Treg) is capable of enhancing the immunostimulatory efficacy of dendritic cell vaccines. EXPERIMENTAL DESIGN Thirty HLA-A2.1(+) metastatic melanoma patients were vaccinated with mature dendritic cells pulsed with tumor peptide and keyhole limpet hemocyanin (KLH). Half of the patients were pretreated with daclizumab, a humanized antibody against the interleukin-2 (IL-2) receptor α-chain (CD25), either four or eight days before dendritic cell vaccinations. Clinical and immunologic parameters were determined. RESULTS Daclizumab efficiently depleted all CD25(high) immune cells, including CD4(+)FoxP3(+)CD25(high) cells, from the peripheral blood within four days of administration. Thirty days after administration, daclizumab was cleared from the circulation and all CD25(+) cells reappeared. The presence of daclizumab during dendritic cell vaccinations prevented the induction of specific antibodies in vivo but not the presence of antigen-specific T cells. Daclizumab, however, did prevent these CD25(+) T cells from acquiring effector functions. Consequently, significantly less patients pretreated with daclizumab developed functional, vaccine-specific effector T cells and antibodies compared with controls. Daclizumab pretreatment had no significant effect on progression-free survival compared with the control group. CONCLUSIONS Although daclizumab depleted the CD4(+)FoxP3(+)CD25(high) Tregs from the peripheral circulation, it did not enhance the efficacy of the dendritic cell vaccine. Residual daclizumab functionally suppressed de novo induced CD25(+) effector cells during dendritic cell vaccinations. Our results indicate that for immunotherapeutic benefit of transient Treg depletion, timing and dosing as well as Treg specificity are extremely important.
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Affiliation(s)
- Joannes F M Jacobs
- Department of Medical Oncology, Laboratory of Medical Immunology, Nijmegen Centre for Molecular Life Sciences, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands
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Ladányi A, Mohos A, Somlai B, Liszkay G, Gilde K, Fejos Z, Gaudi I, Tímár J. FOXP3+ cell density in primary tumor has no prognostic impact in patients with cutaneous malignant melanoma. Pathol Oncol Res 2010; 16:303-9. [PMID: 20306313 DOI: 10.1007/s12253-010-9254-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2009] [Accepted: 02/17/2010] [Indexed: 11/30/2022]
Abstract
Regulatory T cells (Tregs) have been implicated as inhibitors of antitumor immune reactions. However, data on the relevance of their prevalence at tumor sites in influencing disease outcome are controversial. The aim of our study was to investigate the role in tumor progression and the prognostic impact of the density of lymphocytes expressing FOXP3, a transcription factor expressed predominantly by CD4(+)CD25(+) Tregs, in primary cutaneous melanoma. We examined the infiltration of FOXP3(+) cells by immunohistochemistry in tumor samples from 97 patients and evaluated in relation to patient and tumor parameters. The degree of infiltration by FOXP3(+) cells did not show correlation with the thickness of melanomas. Moreover, no associations were found with metastasis formation during the 5-year follow-up period, patient survival, or any other clinicopathologic parameters studied. These results suggest that the presence of FOXP3(+) lymphocytes in primary tumors is not of prognostic importance in human cutaneous melanoma.
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Affiliation(s)
- Andrea Ladányi
- Center of Surgical and Molecular Tumor Pathology, National Institute of Oncology, 7-9 Ráth György u., Budapest, Hungary.
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Gobbi G, Ricci F, Malinverno C, Carubbi C, Pambianco M, Panfilis GD, Vitale M, Mirandola P. Hydrogen sulfide impairs keratinocyte cell growth and adhesion inhibiting mitogen-activated protein kinase signaling. J Transl Med 2009; 89:994-1006. [PMID: 19546851 DOI: 10.1038/labinvest.2009.61] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The effects of exogenous hydrogen sulfide (H2S) on normal skin-derived immortalized human keratinocytes have been investigated in detail. We show in vitro that exogenous hydrogen sulfide reduces clonal growth, cell proliferation and cell adhesion of human keratinocytes. H(2)S, in fact, decreases the frequency of the putative keratinocyte stem cell subpopulation in culture, consequently affecting clonal growth, and impairs cell proliferation and adhesion of mature cells. As a mechanistic explanation of these effects, we show at the molecular level that (i) H2S reduces the Raf/MAPK kinase/ERK signaling pathway; (ii) the reduced adhesion of sulfur-treated cells is associated to the downregulation of the expression of beta4, alpha2 and alpha6 integrins that are necessary to promote cell adhesion as well as anti-apoptotic and proliferative signaling in normal keratinocytes. One specific interest of the effects of sulfurs on keratinocytes derives from the potential applications of the results, as sulfur is able to penetrate the skin and a sulfur-rich balneotherapy has been known for long to be effective in the treatment of psoriasis. Thus, the relevance of our findings to the pathophysiology of psoriasis was tested in vivo by treating psoriatic lesions with sulfurs at a concentration comparable to that most commonly found in sulfurous natural springs. In agreement with the in vitro observations, the immunohistochemical analysis of patient biopsies showed a specific downregulation of ERK activation levels, the key molecular event in the sulfur-induced effects on keratinocytes.
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Affiliation(s)
- Giuliana Gobbi
- Department of Anatomy, Pharmacology and Forensic Medicine, University of Parma, Parma, Italy
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Bignone PA, Banham AH. FOXP3+ regulatory T cells as biomarkers in human malignancies. Expert Opin Biol Ther 2009; 8:1897-920. [PMID: 18990077 DOI: 10.1517/14712590802494022] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Regulatory T cells (Treg) expressing the FOXP3 forkhead transcription factor maintain immunological self-tolerance and can enable tumour cells to escape immunosurveillance. OBJECTIVE To provide an overview of studies using FOXP3 as a biomarker in human malignancies, particularly in the context of the antibodies used to detect FOXP3 protein expression, the cell populations selected for study, and the detection and scoring methodologies used. METHODS A personal selection of studies analysing FOXP3 as a marker of Treg cells in human malignancies are discussed. RESULTS/CONCLUSION FOXP3 is a useful marker that can be used in routine clinical practise to provide both diagnostic and prognostic information in human malignancies. However, the methods and reagents used to detect FOXP3 can have a significant effect on the robustness of experimental findings and conclusions.
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Affiliation(s)
- Paola A Bignone
- University of Oxford, John Radcliffe Hospital, Nuffield Department of Clinical Laboratory Sciences, Headington, Oxfordshire, OX3 9DU, UK
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De Panfilis G, Ferrari D, Santoro S, Ricci R, Lombardi M, Pedrazzi G, Pepe C, Cortelazzi C, Santini M. Cytoplasmic beta-catenin is lacking in a subset of melanoma-associated naevi, but is detectable in naevus-associated melanomas: potential implications for melanoma tumorigenesis? Br J Dermatol 2009; 160:600-8. [PMID: 19183173 DOI: 10.1111/j.1365-2133.2008.09001.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND An excess of intracellular beta-catenin protein is triggered by various genetic alterations in melanoma cell lines, and has been suggested to play a role in melanoma tumorigenesis. OBJECTIVES To investigate the role played in vivo by beta-catenin in melanoma tumorigenesis, we compared the cytoplasmic detection of beta-catenin in benign melanocytic cells vs. malignant melanoma cells presumably generated from these benign melanocytic cells. For this purpose, melanocytic naevi occurring in association with melanoma, which were suggested to be melanoma precursors, were compared with their associated melanoma for beta-catenin cytoplasmic immunoreactivity. METHODS Fifty-seven consecutive cases of primary cutaneous melanoma were considered, and 15 of them were found to be associated with a melanocytic naevus portion. The naevus portion showed features of acquired melanocytic naevus (total 12 cases: five dysplastic, seven intradermal) or congenital growth pattern naevus (total three cases: one superficial, two deep). All specimens were immunohistochemically investigated for beta-catenin. RESULTS Virtually all primary cutaneous melanomas, including those associated with a naevus portion, showed cytoplasmic beta-catenin positivity. However, the intradermal naevus portion was consistently cytoplasmic beta-catenin negative, while both the dysplastic and the congenital naevus portions were cytoplasmic beta-catenin positive. CONCLUSIONS Beta-catenin excess may play a role in melanoma tumorigenesis, because beta-catenin cytoplasmic reactivity was found in primary cutaneous melanoma but not in its associated intradermal naevus precursor. As, however, beta-catenin cytoplasmic reactivity was detected not only in primary cutaneous melanoma but also in its associated dysplastic/congenital naevus precursors, beta-catenin stabilization alone is not sufficient to play a decisive role for melanoma onset.
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Affiliation(s)
- G De Panfilis
- Section of Dermatology, Department of Surgical Sciences, University of Parma, Parma, Italy.
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Jandus C, Bioley G, Speiser DE, Romero P. Selective accumulation of differentiated FOXP3(+) CD4 (+) T cells in metastatic tumor lesions from melanoma patients compared to peripheral blood. Cancer Immunol Immunother 2008; 57:1795-805. [PMID: 18414854 PMCID: PMC11030612 DOI: 10.1007/s00262-008-0507-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2008] [Accepted: 03/22/2008] [Indexed: 01/04/2023]
Abstract
Precise identification of regulatory T cells is crucial in the understanding of their role in human cancers. Here, we analyzed the frequency and phenotype of regulatory T cells (Tregs), in both healthy donors and melanoma patients, based on the expression of the transcription factor FOXP3, which, to date, is the most reliable marker for Tregs, at least in mice. We observed that FOXP3 expression is not confined to human CD25(+/high) CD4(+) T cells, and that these cells are not homogenously FOXP3(+). The circulating relative levels of FOXP3(+) CD4(+) T cells may fluctuate close to 2-fold over a short period of observation and are significantly higher in women than in men. Further, we showed that FOXP3(+) CD4(+) T cells are over-represented in peripheral blood of melanoma patients, as compared to healthy donors, and that they are even more enriched in tumor-infiltrated lymph nodes and at tumor sites, but not in normal lymph nodes. Interestingly, in melanoma patients, a significantly higher proportion of functional, antigen-experienced FOXP3(+) CD4(+) T was observed at tumor sites, compared to peripheral blood. Together, our data suggest that local accumulation and differentiation of Tregs is, at least in part, tumor-driven, and illustrate a reliable combination of markers for their monitoring in various clinical settings.
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Affiliation(s)
- Camilla Jandus
- Division of Clinical Onco-Immunology, Ludwig Institute for Cancer Research, Lausanne Branch, University Hospital (CHUV), Hôpital Orthopédique Niv. 5, aile est, Av. Pierre Decker 4, 1005 Lausanne, Switzerland
- National Center for Competence in Research, Molecular Oncology, Epalinges, Switzerland
| | - Gilles Bioley
- Division of Clinical Onco-Immunology, Ludwig Institute for Cancer Research, Lausanne Branch, University Hospital (CHUV), Hôpital Orthopédique Niv. 5, aile est, Av. Pierre Decker 4, 1005 Lausanne, Switzerland
- Present Address: Laboratory of Cancer Vaccinotherapy, INSERM U601, CLCC René Gauducheau, Saint-Herblain, France
| | - Daniel E. Speiser
- Division of Clinical Onco-Immunology, Ludwig Institute for Cancer Research, Lausanne Branch, University Hospital (CHUV), Hôpital Orthopédique Niv. 5, aile est, Av. Pierre Decker 4, 1005 Lausanne, Switzerland
- National Center for Competence in Research, Molecular Oncology, Epalinges, Switzerland
| | - Pedro Romero
- Division of Clinical Onco-Immunology, Ludwig Institute for Cancer Research, Lausanne Branch, University Hospital (CHUV), Hôpital Orthopédique Niv. 5, aile est, Av. Pierre Decker 4, 1005 Lausanne, Switzerland
- National Center for Competence in Research, Molecular Oncology, Epalinges, Switzerland
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