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Takenaka Y, Takemoto N, Otsuka T, Nishio M, Tanida M, Fujii T, Hayashi K, Suzuki M, Mori M, Yamamoto Y, Uno A, Inohara H. Predictive significance of body composition indices in patients with head and neck squamous cell carcinoma treated with nivolumab: A multicenter retrospective study. Oral Oncol 2022; 132:106018. [PMID: 35835055 DOI: 10.1016/j.oraloncology.2022.106018] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 06/19/2022] [Accepted: 07/06/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND The identification of predictive factors is imperative for identifying patients with optimal responses to nivolumab. We aimed to determine whether body composition parameters can predict treatment outcomes in patients with head and neck squamous cell carcinoma (HNSCC) treated with nivolumab. METHOD We performed a multicenter retrospective chart review of patients with recurrent and/or metastatic HNSCC treated with nivolumab between 2017 and 2020. Computed tomography images and anthropometric measures were used to determine the skeletal muscle index (SMI), subcutaneous adipose index, visceral adipose index (VAI), and body mass index. Objective response, overall survival (OS), progression-free survival (PFS), and severe immune-related adverse events (irAEs) were the main outcomes. Odds ratios (ORs) and hazard ratios (HRs) for low-index groups compared with high-index groups were calculated for these outcomes. RESULTS Our study comprised 114 patients with a median follow-up period of 23.1 months. Low SMI and low VAI were significantly associated with poor disease control [OR: 0.39, 95% confidence interval (CI): 0.15-0.97] and poor response (OR: 0.38, 95% CI: 0.15-0.94), respectively. Low SMI independently predicted poor OS (HR: 2.06, 95% CI: 1.16-3.67), poor PFS (HR: 1.74, 95% CI: 1.04-2.92), and increased incidence of irAEs (OR: 6.00, 95% CI: 1.04-34.61). Low VAI independently predicted poor PFS (HR 2.07, 95% CI: 1.15-3.73). CONCLUSION The SMI and VAI are predictive factors of nivolumab therapy in patients with HNSCC. Body composition indices should be assessed before nivolumab treatment for achieving optimal responses to nivolumab.
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Affiliation(s)
- Yukinori Takenaka
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan; Department of Otorhinolaryngology, Osaka Police Hospital, Japan.
| | - Norihiko Takemoto
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan
| | - Tomoyuki Otsuka
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan
| | - Minako Nishio
- Department of Medical Oncology, Osaka International Cancer Institute, Japan
| | - Masashi Tanida
- Department of Head and Neck Surgery, Osaka International Cancer Institute, Japan
| | - Takashi Fujii
- Department of Head and Neck Surgery, Osaka International Cancer Institute, Japan
| | - Kazuki Hayashi
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan
| | - Motoyuki Suzuki
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan
| | - Masashi Mori
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka General Medical Center, Japan
| | - Yoshifumi Yamamoto
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka General Medical Center, Japan
| | - Atsuhiko Uno
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka General Medical Center, Japan
| | - Hidenori Inohara
- Department of Otorhinolaryngology-Head and Neck Surgery, Osaka University Graduate School of Medicine, Japan
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Cannarile MA, Gomes B, Canamero M, Reis B, Byrd A, Charo J, Yadav M, Karanikas V. Biomarker Technologies to Support Early Clinical Immuno-oncology Development: Advances and Interpretation. Clin Cancer Res 2021; 27:4147-4159. [PMID: 33766813 DOI: 10.1158/1078-0432.ccr-20-2345] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 02/02/2021] [Accepted: 03/08/2021] [Indexed: 11/16/2022]
Abstract
Today, there is a huge effort to develop cancer immunotherapeutics capable of combating cancer cells as well as the biological environment in which they can grow, adapt, and survive. For such treatments to benefit more patients, there is a great need to dissect the complex interplays between tumor cells and the host's immune system. Monitoring mechanisms of resistance to immunotherapeutics can delineate the evolution of key players capable of driving an efficacious antitumor immune response. In doing so, simultaneous and systematic interrogation of multiple biomarkers beyond single biomarker approaches needs to be undertaken. Zooming into cell-to-cell interactions using technological advancements with unprecedented cellular resolution such as single-cell spatial transcriptomics, advanced tissue histology approaches, and new molecular immune profiling tools promises to provide a unique level of molecular granularity of the tumor environment and may support better decision-making during drug development. This review will focus on how such technological tools are applied in clinical settings, to inform the underlying tumor-immune biology of patients and offer a deeper understanding of cancer immune responsiveness to immuno-oncology treatments.
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Affiliation(s)
- Michael A Cannarile
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Munich, Munich, Germany
| | - Bruno Gomes
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Basel, Basel, Switzerland
| | - Marta Canamero
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Munich, Munich, Germany
| | - Bernhard Reis
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Basel, Basel, Switzerland
| | | | - Jehad Charo
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Zurich, Zurich, Switzerland
| | | | - Vaios Karanikas
- F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Zurich, Zurich, Switzerland.
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Biomarkers, measured during therapy, for response of melanoma patients to immune checkpoint inhibitors: a systematic review. Melanoma Res 2020; 29:453-464. [PMID: 30855527 PMCID: PMC6727956 DOI: 10.1097/cmr.0000000000000589] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Immune checkpoint inhibitors (ICIs), which target CTLA-4 or PD-(L)1 molecules, have shown impressive therapeutic results. Durable responses, however, are only observed in a segment of the patient population and must be offset against severe off-target immune toxicity and high costs. This calls for biomarkers that predict response during ICI treatment. Although many candidate biomarkers exist, as yet, there has been no systematic overview of biomarkers predictive during. Here, we provide a systematic review of the current literature of ICI treatment to establish an overview of candidate predictive biomarkers during ICI treatment in melanoma patients. We performed a systematic Medline search (2000-2018, 1 January) on biomarkers for survival or response to ICI treatment in melanoma patients. We retrieved 735 publications, of which 79 were finally included in this systematic review. Blood markers were largely studied for CTLA-4 ICI, whereas tumor tissue markers were analyzed for PD-(L)1 ICI. Blood cytology and soluble factors were more frequently correlated to overall survival (OS) than response, indicating their prognostic rather than predictive nature. An increase in tumor-infiltrating CD8 + T-cells and a decrease in regulatory T-cells were correlated to response, in addition to mutational load, neoantigen load, and immune-related gene expression. Immune-related adverse events were also associated frequently with a favorable response and OS. This review shows the great variety of potential biomarkers published to date, in an attempt to better understand response to ICI therapy; it also highlights the candidate markers for future research. The most promising biomarkers for response to ICI treatment are the occurrence of immune-related adverse events (especially vitiligo), lowering of lactate dehydrogenase, and increase in activated CD8 + and decrease in regulatory T-cells.
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Jensen C, Madsen DH, Hansen M, Schmidt H, Svane IM, Karsdal MA, Willumsen N. Non-invasive biomarkers derived from the extracellular matrix associate with response to immune checkpoint blockade (anti-CTLA-4) in metastatic melanoma patients. J Immunother Cancer 2018; 6:152. [PMID: 30567561 PMCID: PMC6300009 DOI: 10.1186/s40425-018-0474-z] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 12/06/2018] [Indexed: 12/14/2022] Open
Abstract
Background Excessive extracellular matrix (ECM) remodeling and a reactive stroma can affect T-cell infiltration and T-cell activity in the tumor and hereby influence response to immune checkpoint inhibitors (ICI). In the pursuit of finding biomarkers that predict treatment response, we evaluated the association between serum biomarkers of collagen and vimentin turnover and outcomes in metastatic melanoma patients treated with the anti-CTLA-4 antibody ipilimumab (IPI). Methods Type III collagen formation (PRO-C3), MMP-degraded type I, type III and type IV collagens (C1M, C3M and C4M), and citrullinated and MMP-degraded vimentin (VICM) were measured with ELISAs in serum from metastatic melanoma patients before (n = 66) and 3 weeks after (n = 52) initiation of IPI treatment. Biomarker levels were associated with Disease Control Rate (DCR) and survival outcomes. Results We found that baseline levels of PRO-C3 (p = 0.011), C1M (p = 0.003), C3M (p = 0.013) and C4M (p = 0.027) were significantly elevated in patients with progressive disease (PD). Univariate Cox regression analysis identified high PRO-C3 (p = 0.021) and C4M (p = 0.008) as predictors of poor overall survival (OS) and the biomarkers remained significant when evaluated with other covariates (PRO-C3 (p = 0.049) and C4M (p = 0.046)). Multivariate analysis identified VICM as a predictor of longer OS (p = 0.026). Similarly, a high C3M/PRO-C3 ratio predicted for increased OS (p = 0.034). Only C3M (p = 0.003) and VICM (p < 0.0001) increased 3 weeks after treatment. Conclusions ECM and tissue remodeling quantified in pre-treatment serum were associated with response and survival outcomes in metastatic melanoma patients treated with IPI. This highlights the importance of addressing the ECM and stromal component non-invasively in future ICI studies. Electronic supplementary material The online version of this article (10.1186/s40425-018-0474-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Christina Jensen
- Biomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730, Herlev, Denmark. .,Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen N, Denmark.
| | - Daniel Hargbøl Madsen
- Center for Cancer Immune Therapy, Department of Haematology and Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, 2730, Herlev, Denmark
| | - Morten Hansen
- Center for Cancer Immune Therapy, Department of Haematology and Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, 2730, Herlev, Denmark
| | - Henrik Schmidt
- Department of Oncology, Aarhus University Hospital, Nørrebrogade 44, 8000, Aarhus C, Denmark
| | - Inge Marie Svane
- Center for Cancer Immune Therapy, Department of Haematology and Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, 2730, Herlev, Denmark
| | - Morten Asser Karsdal
- Biomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730, Herlev, Denmark
| | - Nicholas Willumsen
- Biomarkers and Research, Nordic Bioscience, Herlev Hovedgade 205-207, 2730, Herlev, Denmark
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5
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Filipp FV, Birlea S, Bosenberg MW, Brash D, Cassidy PB, Chen S, D'Orazio JA, Fujita M, Goh BK, Herlyn M, Indra AK, Larue L, Leachman SA, Le Poole C, Liu-Smith F, Manga P, Montoliu L, Norris DA, Shellman Y, Smalley KSM, Spritz RA, Sturm RA, Swetter SM, Terzian T, Wakamatsu K, Weber JS, Box NF. Frontiers in pigment cell and melanoma research. Pigment Cell Melanoma Res 2018; 31:728-735. [PMID: 30281213 DOI: 10.1111/pcmr.12728] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2018] [Revised: 07/19/2018] [Accepted: 07/23/2018] [Indexed: 12/21/2022]
Abstract
In this perspective, we identify emerging frontiers in clinical and basic research of melanocyte biology and its associated biomedical disciplines. We describe challenges and opportunities in clinical and basic research of normal and diseased melanocytes that impact current approaches to research in melanoma and the dermatological sciences. We focus on four themes: (1) clinical melanoma research, (2) basic melanoma research, (3) clinical dermatology, and (4) basic pigment cell research, with the goal of outlining current highlights, challenges, and frontiers associated with pigmentation and melanocyte biology. Significantly, this document encapsulates important advances in melanocyte and melanoma research including emerging frontiers in melanoma immunotherapy, medical and surgical oncology, dermatology, vitiligo, albinism, genomics and systems biology, epidemiology, pigment biophysics and chemistry, and evolution.
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Affiliation(s)
- Fabian V Filipp
- Systems Biology and Cancer Metabolism, Program for Quantitative Systems Biology, University of California Merced, Merced, California
| | - Stanca Birlea
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
| | - Marcus W Bosenberg
- Department of Dermatology and Dermatopathology, Yale School of Medicine, New Haven, Connecticut
| | - Douglas Brash
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut
| | - Pamela B Cassidy
- Department of Dermatology, Oregon Health and Science University, Portland, Oregon
| | - Suzie Chen
- Susan Lehman Cullman Laboratory for Cancer Research, Department of Chemical Biology, Ernest Mario School of Pharmacy, Rutgers University, Piscataway, New Jersey
| | - John A D'Orazio
- Markey Cancer Center, University of Kentucky College of Medicine, Lexington, Kentucky
| | - Mayumi Fujita
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
| | - Boon-Kee Goh
- Mount Elizabeth Medical Centre, Skin Physicians Private Limited, Singapore, Singapore
| | - Meenhard Herlyn
- Department of Molecular and Cellular Oncogenesis, Wistar Institute, Philadelphia, Pennsylvania
| | - Arup K Indra
- Department of Dermatology, Oregon Health and Science University, Portland, Oregon.,Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis, Oregon
| | - Lionel Larue
- Equipe Labellisée Ligue Contre le Cancer, Normal and Pathological Development of Melanocytes, UMR 3347, CNRS, Institut Curie, Orsay, France
| | - Sancy A Leachman
- Department of Dermatology, Oregon Health and Science University, Portland, Oregon
| | - Caroline Le Poole
- Lurie Comprehensive Cancer Center, Northwestern University at Chicago, Chicago, Illinois
| | - Feng Liu-Smith
- Chao Family Comprehensive Cancer Center, University of California Irvine, Orange, California
| | - Prashiela Manga
- Ronald O Perlman Department of Dermatology, New York University Langone Medical Center, New York, New York
| | - Lluis Montoliu
- CNB-CSIC, CIBERER-ISCIII, Campus de Cantoblanco, Centro Nacional de Biotecnología, Madrid, Spain
| | - David A Norris
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
| | - Yiqun Shellman
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
| | | | - Richard A Spritz
- Human Medical Genetics and Genomics Program, University of Colorado Denver, Aurora, Colorado
| | - Richard A Sturm
- Dermatology Research Centre, University of Queensland Diamantina Institute, University of Queensland, Brisbane, Queensland, Australia
| | - Susan M Swetter
- Department of Dermatology, Stanford University, Palo Alto, California
| | - Tamara Terzian
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
| | - Kazumasa Wakamatsu
- Department of Chemistry, Fujita Health University School of Health Sciences, Toyoake, Japan
| | - Jeffrey S Weber
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, New York
| | - Neil F Box
- Department of Dermatology, University of Colorado Denver, Aurora, Colorado
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Palermo B, Franzese O, Donna CD, Panetta M, Quintarelli C, Sperduti I, Gualtieri N, Foddai ML, Proietti E, Ferraresi V, Ciliberto G, Nisticò P. Antigen-specificity and DTIC before peptide-vaccination differently shape immune-checkpoint expression pattern, anti-tumor functionality and TCR repertoire in melanoma patients. Oncoimmunology 2018; 7:e1465163. [PMID: 30524882 PMCID: PMC6279427 DOI: 10.1080/2162402x.2018.1465163] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 04/09/2018] [Accepted: 04/09/2018] [Indexed: 10/31/2022] Open
Abstract
We have recently described that DNA-damage inducing drug DTIC, administered before peptide (Melan-A and gp100)-vaccination, improves anti-tumor CD8+ Melan-A-specific T-cell functionality, enlarges the Melan-A+ TCR repertoire and impacts the overall survival of melanoma patients. To identify whether the two Ags employed in the vaccination differently shape the anti-tumor response, herein we have carried out a detailed analysis of phenotype, anti-tumor functionality and TCR repertoire in treatment-driven gp100-specific CD8+ T cells, in the same patients previously analyzed for Melan-A. We found that T-cell clones isolated from patients treated with vaccination alone possessed an Early/intermediate differentiated phenotype, whereas T cells isolated after DTIC plus vaccination were late-differentiated. Sequencing analysis of the TCRBV chains of 29 treatment-driven gp100-specific CD8+ T-cell clones revealed an oligoclonal TCR repertoire irrespective of the treatment schedule. The high anti-tumor activity observed in T cells isolated after chemo-immunotherapy was associated with low PD-1 expression. Differently, T-cell clones isolated after peptide-vaccination alone expressed a high level of PD-1, along with LAG-3 and TIM-3, and were neither tumor-reactive nor polyfunctional. Blockade of PD-1 reversed gp100-specific CD8+ T-cell dysfunctionality, confirming the direct role of this co-inhibitory molecule in suppressing anti-tumor activity, differently from what we have previously observed for Melan-A+CD8+ T cells, expressing PD-1 but highly functional. These findings indicate that the functional advantage induced by combined chemo-immunotherapy is determined by the tumor antigen nature, T-cell immune-checkpoints phenotype, TCR repertoire diversity and anti-tumor T-cell quality and highlights the importance of integrating these parameters to develop effective immunotherapeutic strategies.
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Affiliation(s)
- Belinda Palermo
- Unit of Tumor Immunology and Immunotherapy, Department of Research, Advanced Diagnostics and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Ornella Franzese
- Department of Systems Medicine, School of Medicine, University of Tor Vergata, Rome, Italy
| | - Cosmo Di Donna
- Unit of Tumor Immunology and Immunotherapy, Department of Research, Advanced Diagnostics and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Mariangela Panetta
- Unit of Tumor Immunology and Immunotherapy, Department of Research, Advanced Diagnostics and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Concetta Quintarelli
- Department of Pediatric Haematology and Oncology, IRCCS Ospedale Pediatrico Bambino Gesù, Rome, Italy
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | | | - Novella Gualtieri
- Unit of Tumor Immunology and Immunotherapy, Department of Research, Advanced Diagnostics and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Enrico Proietti
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome
| | | | | | - Paola Nisticò
- Unit of Tumor Immunology and Immunotherapy, Department of Research, Advanced Diagnostics and Technological Innovation, IRCCS Regina Elena National Cancer Institute, Rome, Italy
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Kupcova Skalnikova H, Cizkova J, Cervenka J, Vodicka P. Advances in Proteomic Techniques for Cytokine Analysis: Focus on Melanoma Research. Int J Mol Sci 2017; 18:E2697. [PMID: 29236046 PMCID: PMC5751298 DOI: 10.3390/ijms18122697] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 12/07/2017] [Accepted: 12/08/2017] [Indexed: 12/16/2022] Open
Abstract
Melanoma is a skin cancer with permanently increasing incidence and resistance to therapies in advanced stages. Reports of spontaneous regression and tumour infiltration with T-lymphocytes makes melanoma candidate for immunotherapies. Cytokines are key factors regulating immune response and intercellular communication in tumour microenvironment. Cytokines may be used in therapy of melanoma to modulate immune response. Cytokines also possess diagnostic and prognostic potential and cytokine production may reflect effects of immunotherapies. The purpose of this review is to give an overview of recent advances in proteomic techniques for the detection and quantification of cytokines in melanoma research. Approaches covered span from mass spectrometry to immunoassays for single molecule detection (ELISA, western blot), multiplex assays (chemiluminescent, bead-based (Luminex) and planar antibody arrays), ultrasensitive techniques (Singulex, Simoa, immuno-PCR, proximity ligation/extension assay, immunomagnetic reduction assay), to analyses of single cells producing cytokines (ELISpot, flow cytometry, mass cytometry and emerging techniques for single cell secretomics). Although this review is focused mainly on cancer and particularly melanoma, the discussed techniques are in general applicable to broad research field of biology and medicine, including stem cells, development, aging, immunology and intercellular communication.
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Affiliation(s)
- Helena Kupcova Skalnikova
- Laboratory of Applied Proteome Analyses, Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Rumburska 89, 27721 Libechov, Czech Republic.
| | - Jana Cizkova
- Laboratory of Applied Proteome Analyses, Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Rumburska 89, 27721 Libechov, Czech Republic.
- Department of Veterinary Sciences, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences, Kamycka 129, 16500 Prague, Czech Republic.
| | - Jakub Cervenka
- Laboratory of Applied Proteome Analyses, Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Rumburska 89, 27721 Libechov, Czech Republic.
- Department of Cell Biology, Faculty of Science, Charles University, Vinicna 7, 12843 Prague 4, Czech Republic.
| | - Petr Vodicka
- Laboratory of Applied Proteome Analyses, Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Rumburska 89, 27721 Libechov, Czech Republic.
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Pitcovski J, Shahar E, Aizenshtein E, Gorodetsky R. Melanoma antigens and related immunological markers. Crit Rev Oncol Hematol 2017; 115:36-49. [DOI: 10.1016/j.critrevonc.2017.05.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2017] [Revised: 05/01/2017] [Accepted: 05/02/2017] [Indexed: 01/12/2023] Open
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