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Bolovan LM, Panait ME, Busca A, Stanciu AE, Chiriac D, Mihalcea CE, Hotnog CM, Georgescu MT, Voinea SC, Prunoiu VM, Brasoveanu LI, Gales LN. Variation in Immune and Inflammatory Blood Markers in Advanced Melanoma Patients Treated with PD-1 Inhibitors: A Preliminary Exploratory Study. Biomedicines 2025; 13:1378. [PMID: 40564098 DOI: 10.3390/biomedicines13061378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 05/21/2025] [Accepted: 05/31/2025] [Indexed: 06/28/2025] Open
Abstract
Background: Immune checkpoint inhibitors (ICIs) used for the treatment of advanced melanoma have yielded significant results, with long-term responses and improved survival rates, but not for all treated patients. Therefore, predictive biomarkers of response to ICI therapy have been intensively explored. Our study aimed to evaluate the dynamics of peripheral blood lymphocyte variation and their correlation with a set of related inflammatory factors in Nivolumab-treated advanced melanoma patients. Methods: The immunophenotypic assessment of peripheral blood immune cell subpopulations (CD3+, CD4+, and CD8+ T cells; CD19+ B cells; CD16+CD56+ NK cells; and CD4+/CD8+ ratio) was performed by the flow cytometry technique, concomitantly with a complete blood count; levels of S100, IL-6, and TNF-α proteins were quantified in serum by immunoassays, and lactate dehydrogenase (LDH) by a chemiluminescence assay. Results: Approximately 85% and 79% of patients recorded a trend of increasing levels of CD8+ lymphocytes and NK cells, respectively, during therapy. The percentage of NK cells negatively correlated with CD3+, CD4+, and CD19+ cells; the last three cell populations also established negative correlations with the inflammatory neutrophile/lymphocyte ratio (NLR). Furthermore, CD19+ cells were negatively correlated with the systemic inflammatory response index (SIRI) and systemic immune-inflammation index (SII). The evaluation of progression biomarkers showed that LDH levels directly correlated with IL-6 and S100 proteins, but no correlation was found with TNFα; IL-6 levels negatively correlated with percentages of CD3+, CD4+, and CD8+ lymphocytes. Conclusions: Variation in lymphocyte subpopulations during immunotherapy of advanced melanoma patients, associated with other cellular and/or molecular inflammatory markers, might provide insights about immune system response, but additional prospective studies are needed.
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Affiliation(s)
- Lucica Madalina Bolovan
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Marieta Elena Panait
- Cancer Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Antonela Busca
- Cancer Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Adina Elena Stanciu
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Daniela Chiriac
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Corina Elena Mihalcea
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Camelia Mia Hotnog
- Center of Immunology, "Stefan S. Nicolau" Institute of Virology, Romanian Academy, 030304 Bucharest, Romania
- Biochemistry Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
| | - Mihai Teodor Georgescu
- Oncology Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 252 Fundeni Ave, 022328 Bucharest, Romania
| | - Silviu Cristian Voinea
- Oncological Surgery Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncological Surgery Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Virgiliu Mihail Prunoiu
- Oncological Surgery Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncological Surgery Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Lorelei Irina Brasoveanu
- Center of Immunology, "Stefan S. Nicolau" Institute of Virology, Romanian Academy, 030304 Bucharest, Romania
| | - Laurentia Nicoleta Gales
- Oncology Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 252 Fundeni Ave, 022328 Bucharest, Romania
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Huang K, Kim MO. Therapeutic Strategies for Drug-resistant Melanoma and Their Clinical Implications. J Cancer Prev 2025; 30:7-11. [PMID: 40201029 PMCID: PMC11973462 DOI: 10.15430/jcp.24.028] [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: 12/02/2024] [Revised: 12/16/2024] [Accepted: 12/17/2024] [Indexed: 04/10/2025] Open
Abstract
Melanoma is a malignant tumor originating from melanocytes, characterized by its high invasiveness and metastasis, leading to poor prognosis and high mortality. Early-stage melanoma is primarily treated with surgery; however, due to its metastatic nature, surgery becomes challenging in advanced stages. Treatment strategies for advanced or metastatic melanoma include chemotherapy, radiation therapy, and targeted therapy. However, melanoma's propensity for rapid drug resistance remains a significant clinical challenge. This review summarizes the developments in the treatment of drug-resistant melanoma over the past decade and discusses the advantages and disadvantages of various therapeutic approaches and their clinical significance implications.
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Affiliation(s)
- Ke Huang
- Department of Animal Science and Biotechnology, Research Institute for Innovative Animal Sciences, Kyungpook National University, Sangju, Korea
| | - Myoung Ok Kim
- Department of Animal Science and Biotechnology, Research Institute for Innovative Animal Sciences, Kyungpook National University, Sangju, Korea
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Prkačin I, Mokos M, Ferara N, Šitum M. Melanoma's New Frontier: Exploring the Latest Advances in Blood-Based Biomarkers for Melanoma. Cancers (Basel) 2024; 16:4219. [PMID: 39766118 PMCID: PMC11727356 DOI: 10.3390/cancers16244219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 12/11/2024] [Accepted: 12/16/2024] [Indexed: 01/06/2025] Open
Abstract
Melanoma is one of the most malignant cancers, and the global incidence of cutaneous melanoma is increasing. While melanomas are highly prone to metastasize if diagnosed late, early detection and treatment significantly reduce the risk of mortality. Identifying patients at higher risk of metastasis, who might benefit from early adjuvant therapies, is particularly important, especially with the advent of new melanoma treatments. Therefore, there is a pressing need to develop additional prognostic biomarkers for melanoma to improve early stratification of patients and accurately identify high-risk subgroups, ultimately enabling more effective personalized treatments. Recent advances in melanoma therapy, including targeted treatments and immunotherapy, have underscored the importance of biomarkers in determining prognosis and predicting treatment response. The clinical application of these markers holds the potential for significant advancements in melanoma management. Various tumor-derived genetic, proteomic, and cellular components are continuously released into the bloodstream of cancer patients. These molecules, including circulating tumor DNA and RNA, proteins, tumor cells, and immune cells, are emerging as practical and precise liquid biomarkers for cancer. In the current era of effective molecular-targeted therapies and immunotherapies, there is an urgent need to integrate these circulating biomarkers into clinical practice to facilitate personalized treatment. This review highlights recent discoveries in circulating melanoma biomarkers, explores the challenges and potentials of emerging technologies for liquid biomarker discovery, and discusses future directions in melanoma biomarker research.
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Affiliation(s)
- Ivana Prkačin
- Department of Dermatology and Venereology, Sestre Milosrdnice University Hospital Center, 10000 Zagreb, Croatia; (M.M.); (N.F.); (M.Š.)
- School of Medicine, University of Split, 21000 Split, Croatia
| | - Mislav Mokos
- Department of Dermatology and Venereology, Sestre Milosrdnice University Hospital Center, 10000 Zagreb, Croatia; (M.M.); (N.F.); (M.Š.)
| | - Nikola Ferara
- Department of Dermatology and Venereology, Sestre Milosrdnice University Hospital Center, 10000 Zagreb, Croatia; (M.M.); (N.F.); (M.Š.)
| | - Mirna Šitum
- Department of Dermatology and Venereology, Sestre Milosrdnice University Hospital Center, 10000 Zagreb, Croatia; (M.M.); (N.F.); (M.Š.)
- School of Dental Medicine, University of Zagreb, 10000 Zagreb, Croatia
- Croatian Academy of Sciences and Arts, 10000 Zagreb, Croatia
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Wang L, Zeng Y, Zhang Y, Zhu Y, Xu S, Liang Z. Acetylcytidine modification of DDX41 and ZNF746 by N-acetyltransferase 10 contributes to chemoresistance of melanoma. Front Oncol 2024; 14:1448890. [PMID: 39246323 PMCID: PMC11377236 DOI: 10.3389/fonc.2024.1448890] [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: 06/14/2024] [Accepted: 08/05/2024] [Indexed: 09/10/2024] Open
Abstract
Background Rapidly developed chemoresistance to dacarbazine (DTIC) is a major obstacle in the clinical management of melanoma; however, the roles and mechanisms of epi-transcriptomic RNA modification in this process have not been investigated. Method DTIC-resistant (DR) melanoma cells were established for bulk RNA sequencing. The expressions of mRNAs were detected using qRT-PCR, and protein levels were determined using Western blotting and immunohistochemistry. Acetylated RNAs were detected by dot blotting and immunoprecipitation sequencing (acRIP-seq). A lung metastasis mouse model of melanoma was established to evaluate the anti-melanoma effects in vivo. Results We identified that the expression of N-acetyltransferase 10 (NAT10), a catalytic enzyme for the N 4-acetylcytidine (ac4C) modification of RNA, was significantly upregulated in the DR cells. Clinically, NAT10 expression was elevated in disease progression samples and predicted a poor outcome. Using ac4C RNA immunoprecipitation (ac4C-RIP), we found that the mRNAs of two C2H2 zinc finger transcriptional factors, DDX41 and ZNF746, were targets of NAT10-mediated ac4C modification. Gain- and loss-of-function experiments in NAT10, or in DDX41 and ZNF746, altered the chemosensitivity of melanoma accordingly, and the two target genes also negatively correlated with clinical outcomes. Finally, pharmacological inhibition of NAT10 with Remodelin sensitized melanoma cells to DTIC treatment in vitro and in a mouse xenograft model. Conclusion Our study elucidates the previously unrecognized role of NAT10-mediated ac4C modification in the chemoresistance of melanoma and provides a rationale for developing new strategies to overcome chemoresistance in melanoma patients.
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Affiliation(s)
- Li Wang
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Yuefen Zeng
- Department of Dermatology, The People's Hospital of Yuxi City, Kunming Medical University, Yuxi, Yunan, China
| | - Ying Zhang
- Department of Acupuncture and Tuina, The People's Hospital of Yuxi City, Kunming Medical University, Yuxi, Yunan, China
| | - Yun Zhu
- Department of Dermatology, The People's Hospital of Yuxi City, Kunming Medical University, Yuxi, Yunan, China
| | - Shuangyan Xu
- Department of Dermatology, The People's Hospital of Yuxi City, Kunming Medical University, Yuxi, Yunan, China
| | - Zuohui Liang
- Department of Dermatology, The People's Hospital of Yuxi City, Kunming Medical University, Yuxi, Yunan, China
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Reyes E, Lourdault K, Ramiscal JA, Stern S, Essner R. Implications of tumor-positive sentinel lymph nodes in single vs multiple nodal basins in melanoma. Front Oncol 2024; 14:1416685. [PMID: 39040453 PMCID: PMC11260672 DOI: 10.3389/fonc.2024.1416685] [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: 04/12/2024] [Accepted: 05/29/2024] [Indexed: 07/24/2024] Open
Abstract
Background Melanoma patients' prognosis is based on the primary tumor characteristics and the tumor status of the regional lymph nodes. The advent of lymphoscintigraphy with SLN biopsy (SLNB) has shown that melanoma can drain to multiple nodal basins but the significance of multiple basins (vs. one basin) with tumor-positive sentinel lymph node(s) (+SLN) of similar tumor burden has not been shown. We examined the impact of the number of nodal basins with +SLN (+basin) in melanoma patients and its significance for patients' prognosis and survival. Study design We identified 1,915 patients with +SLN from two randomized surgical clinical trials: Multicenter Selective Lymphadenectomy Trials I and II. Patient groups were divided based on number of +SLNs and number of +basins. Disease-free survival (DFS), distant disease-free survival (DDFS) and melanoma-specific survival (MSS) were compared with the Kaplan-Meier method and log-rank tests. Univariable and multivariable analyses were performed using Cox proportional hazard regressions. Results Among the 1,915 patients, 1,501 had only one +SLN (78%) in one basin and 414 (22%) had multiple +SLNs: 340 located in one basin and 74 in multiple basins. Among patients with multiple +SLNs, those with multiple +basins have a worse DFS, DDFS and MSS than those with a single basin (p ≤ 0.0001 for all comparisons). MSS was significantly different based on AJCC stages: AJCC IIIA and IIIB (p ≤ 0.001 and 0.0287, respectively). Conclusion Our results suggest that the number of tumor-positive basins may be important for staging and in understanding the biology of lymph node metastases.
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Affiliation(s)
- Emiliano Reyes
- Melanoma and Cutaneous Oncology Lab, Borstein Family Melanoma Program, Saint John’s Cancer Institute, Santa Monica, CA, United States
| | - Kristel Lourdault
- Melanoma and Cutaneous Oncology Lab, Borstein Family Melanoma Program, Saint John’s Cancer Institute, Santa Monica, CA, United States
| | - Judi Anne Ramiscal
- Department of Surgical Oncology, Saint John’s Cancer Institute, Santa Monica, CA, United States
| | - Stacey Stern
- Data Management/Biostatistics, Saint John’s Cancer Institute, Santa Monica, CA, United States
| | - Richard Essner
- Melanoma and Cutaneous Oncology Lab, Borstein Family Melanoma Program, Saint John’s Cancer Institute, Santa Monica, CA, United States
- Department of Surgical Oncology, Saint John’s Cancer Institute, Santa Monica, CA, United States
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Augustin RC, Luke JJ. Rapidly Evolving Pre- and Post-surgical Systemic Treatment of Melanoma. Am J Clin Dermatol 2024; 25:421-434. [PMID: 38409643 PMCID: PMC11552441 DOI: 10.1007/s40257-024-00852-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/07/2024] [Indexed: 02/28/2024]
Abstract
With the development of effective BRAF-targeted and immune-checkpoint immunotherapies for metastatic melanoma, clinical trials are moving these treatments into earlier adjuvant and perioperative settings. BRAF-targeted therapy is a standard of care in resected stage III-IV melanoma, while anti-programmed death-1 (PD1) immunotherapy is now a standard of care option in resected stage IIB through IV disease. With both modalities, recurrence-free survival and distant-metastasis-free survival are improved by a relative 35-50%, yet no improvement in overall survival has been demonstrated. Neoadjuvant anti-PD1 therapy improves event-free survival by approximately an absolute 23%, although improvements in overall survival have yet to be demonstrated. Understanding which patients are most likely to recur and which are most likely to benefit from treatment is now the highest priority question in the field. Biomarker analyses, such as gene expression profiling of the primary lesion and circulating DNA, are preliminarily exciting as potential biomarkers, though each has drawbacks. As in the setting of metastatic disease, markers that inform positive outcomes include interferon-γ gene expression, PD-L1, and high tumor mutational burden, while negative predictors of outcome include circulating factors such as lactate dehydrogenase, interleukin-8, and C-reactive protein. Integrating and validating these markers into clinically relevant models is thus a high priority. Melanoma therapeutics continues to advance with combination adjuvant approaches now investigating anti-PD1 with lymphocyte activation gene 3 (LAG3), T-cell immunoreceptor with Ig and ITIM domains (TIGIT), and individualized neoantigen therapies. How this progress will be integrated into the management of a unique patient to reduce recurrence, limit toxicity, and avoid over-treatment will dominate clinical research and patient care over the next decade.
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Affiliation(s)
- Ryan C Augustin
- UPMC Hillman Cancer Center, 5150 Centre Ave. Room 1.27C, Pittsburgh, PA, 15232, USA
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Jason J Luke
- UPMC Hillman Cancer Center, 5150 Centre Ave. Room 1.27C, Pittsburgh, PA, 15232, USA.
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
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Bolovan LM, Ceausu M, Stanciu AE, Panait ME, Busca A, Hotnog CM, Bleotu C, Gales LN, Georgescu MT, Prunoiu VM, Brasoveanu LI, Voinea SC. Correlation Studies between S100 Protein Level and Soluble MIA or Tissue MelanA and gp100 (HMB45) Expression in Cutaneous Melanoma. J Pers Med 2023; 13:898. [PMID: 37373887 DOI: 10.3390/jpm13060898] [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: 04/30/2023] [Revised: 05/20/2023] [Accepted: 05/23/2023] [Indexed: 06/29/2023] Open
Abstract
(1) Background: Cutaneous melanoma (CM) originates from melanocytes and causes 90% of skin cancer deaths; therefore, the comparison of different soluble and tissue markers could be valuable in the detection of melanoma progression and therapy monitoring. The present study is focused on the potential correlations between soluble S100B and MIA protein levels in different melanoma stages or with tissue expression of S100, gp100 (HMB45), and MelanA biomarkers. (2) Methods: Soluble S100B and MIA levels were evaluated by means of immunoassay methods in blood samples from 176 patients with CM, while tissue expressions of S100, MelanA, and gp100 (HMB45) were detected by means of immunohistochemistry in 76 melanomas. (3) Results: Soluble S100B correlated with MIA in stages III (r = 0.677, p < 0.001) and IV (r = 0.662, p < 0.001) but not in stages I and II; however, 22.22% and 31.98% of stage I and II patients, respectively, had high values for at least one of the two soluble markers. S100 tissue expression correlated with both MelanA (r = 0.610, p < 0.001) and HMB45 (r = 0.476, p < 0.01), while HMB45 and MelanA also significantly positively correlated (r = 0.623, p < 0.001). (4) Conclusions: Blood levels of S100B and MIA corroborated with melanoma tissue markers expression could help to improve the stratification process for patients with a high risk of tumor progression.
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Affiliation(s)
- Lucica Madalina Bolovan
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Mihai Ceausu
- Pathology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Adina Elena Stanciu
- Carcinogenesis and Molecular Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Marieta Elena Panait
- Cancer Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Antonela Busca
- Cancer Biology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Camelia Mia Hotnog
- Center of Immunology, "Stefan S. Nicolau" Institute of Virology, Romanian Academy, 030304 Bucharest, Romania
| | - Coralia Bleotu
- Cellular and Molecular Pathology Department, "Stefan S. Nicolau" Institute of Virology, Romanian Academy, 030304 Bucharest, Romania
| | - Laurentia Nicoleta Gales
- Oncology Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 252 Fundeni Ave, 022328 Bucharest, Romania
| | - Mihai Teodor Georgescu
- Oncology Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncology Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 252 Fundeni Ave, 022328 Bucharest, Romania
| | - Virgiliu Mihail Prunoiu
- Oncological Surgery Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncological Surgery Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
| | - Lorelei Irina Brasoveanu
- Center of Immunology, "Stefan S. Nicolau" Institute of Virology, Romanian Academy, 030304 Bucharest, Romania
| | - Silviu Cristian Voinea
- Oncological Surgery Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania
- Oncological Surgery Department, Institute of Oncology "Prof. Dr. Alexandru Trestioreanu", 022328 Bucharest, Romania
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A novel prognostic model for cutaneous melanoma based on an immune-related gene signature and clinical variables. Sci Rep 2022; 12:20374. [PMID: 36437242 PMCID: PMC9701680 DOI: 10.1038/s41598-022-23475-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 11/01/2022] [Indexed: 11/29/2022] Open
Abstract
Abundant evidence has indicated that the prognosis of cutaneous melanoma (CM) patients is highly complicated by the tumour immune microenvironment. We retrieved the clinical data and gene expression data of CM patients in The Cancer Genome Atlas (TCGA) database for modelling and validation analysis. Based on single-sample gene set enrichment analysis (ssGSEA) and consensus clustering analysis, CM patients were classified into three immune level groups, and the differences in the tumour immune microenvironment and clinical characteristics were evaluated. Seven immune-related CM prognostic molecules, including three mRNAs (SUCO, BTN3A1 and TBC1D2), three lncRNAs (HLA-DQB1-AS1, C9orf139 and C22orf34) and one miRNA (hsa-miR-17-5p), were screened by differential expression analysis, ceRNA network analysis, LASSO Cox regression analysis and univariate Cox regression analysis. Their biological functions were mainly concentrated in the phospholipid metabolic process, transcription regulator complex, protein serine/threonine kinase activity and MAPK signalling pathway. We established a novel prognostic model for CM integrating clinical variables and immune molecules that showed promising predictive performance demonstrated by receiver operating characteristic curves (AUC ≥ 0.74), providing a scientific basis for predicting the prognosis and improving the clinical outcomes of CM patients.
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Cilt Kanserlerinin Ayırıcı Tanısında İnflamatuar Belirteçlerin Yeri. JOURNAL OF CONTEMPORARY MEDICINE 2022. [DOI: 10.16899/jcm.1131708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Aim: The purpose of this study was to evaluate the role of WBC count, NLR, LMR, PLR, Systemic immune-inflammation index (SII) [(platelet count X neutrophil count) \ lymphocyte count] and platelet count (Plt)×NLR in the differential diagnosis of basal cell carcinoma, squamous cell carcinoma, and malignant melanoma and to determine the effect of tumor type, prediction of lymph node metastasis at initial diagnosis and location on these inflammatory markers.
Material and Method: Patients who underwent surgery for basal cell carcinoma, squamous cell carcinoma, or malignant melanoma were retrospectively screened. NLR, LMR, PLR, SII and Plt×NLR were calculated. Relationships between tumor type, prediction of lymph node metastasis at initial diagnosis, tumor localization and the inflammatory and hematological parameters of interest were investigated. Tumor location was classified as head and neck and others.
Results: A total of 257 patients were included in the study. No statistically significant differences in WBC, NLR, PLR, LMR, SII or Plt×NLR were detected according to tumor location. The patients with squamous cell carcinoma had higher NLR, PRL, SII and Plt×NLR values than those with basal cell carcinoma. The risk of lymph node metastasis at the time of initial diagnosis was 10.3 times higher in patients with PLR levels of 180.7 and higher. The risk of lymph node metastasis detected at initial diagnosis was 8.9 times higher in patients with Plt×NLR of 747 and higher. The risk of lymph node metastasis detected at initial diagnosis was 7.1 times higher in patients with SII of 414 and higher.
Conclusion: Inflammatory markers seem to be useful in the differential diagnosis of skin cancers and determined the risk of lymph node metastasis. However, it does not differ according to tumor localization.
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Ding L, Gosh A, Lee DJ, Emri G, Huss WJ, Bogner PN, Paragh G. Prognostic biomarkers of cutaneous melanoma. PHOTODERMATOLOGY, PHOTOIMMUNOLOGY & PHOTOMEDICINE 2022; 38:418-434. [PMID: 34981569 DOI: 10.1111/phpp.12770] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/02/2021] [Accepted: 12/30/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND/PURPOSE Melanomas account for only approximately 4% of diagnosed skin cancers in the United States but are responsible for the majority of deaths caused by skin cancer. Both genetic factors and ultraviolet (UV) radiation exposure play a role in the development of melanoma. Although melanomas have a strong propensity to metastasize when diagnosed late, melanomas that are diagnosed and treated early pose a low mortality risk. In particular, the identification of patients with increased metastatic risk, who may benefit from early adjuvant therapies, is crucial, especially given the advent of new melanoma treatments. However, the accuracy of classic clinical and histological variables, including the Breslow thickness, presence of ulceration, and lymph node status, might not be sufficient to identify such individuals. Thus, there is a need for the development of additional prognostic melanoma biomarkers that can improve early attempts to stratify melanoma patients and reliably identify high-risk subgroups with the aim of providing effective personalized therapies. METHODS In our current work, we discuss and assess emerging primary melanoma tumor biomarkers and prognostic circulating biomarkers. RESULTS Several promising biomarkers show prognostic value (eg, exosomal MIA (ie, melanoma inhibitory activity), serum S100B, AMLo signatures, and mRNA signatures); however, the scarcity of reliable data precludes the use of these biomarkers in current clinical applications. CONCLUSION Further research is needed on several promising biomarkers for melanoma. Large-scale studies are warranted to facilitate the clinical translation of prognostic biomarker applications for melanoma in personalized medicine.
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Affiliation(s)
- Liang Ding
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Pathology, Buffalo General Medical Center, State University of New York, Buffalo, New York, USA
| | - Alexandra Gosh
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Delphine J Lee
- Division of Dermatology, Department of Medicine, Harbor-UCLA Medical Center, Torrance, California, USA
- Division of Dermatology, Department of Medicine, The Lundquist Institute, Torrance, California, USA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Gabriella Emri
- Department of Dermatology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Wendy J Huss
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Paul N Bogner
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Gyorgy Paragh
- Department of Dermatology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
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Longo E, Sancey L, Cedola A, Barbier EL, Bravin A, Brun F, Bukreeva I, Fratini M, Massimi L, Greving I, Le Duc G, Tillement O, De La Rochefoucauld O, Zeitoun P. 3D Spatial Distribution of Nanoparticles in Mice Brain Metastases by X-ray Phase-Contrast Tomography. Front Oncol 2021; 11:554668. [PMID: 34113554 PMCID: PMC8185349 DOI: 10.3389/fonc.2021.554668] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 04/30/2021] [Indexed: 02/01/2023] Open
Abstract
Characterizing nanoparticles (NPs) distribution in multiple and complex metastases is of fundamental relevance for the development of radiological protocols based on NPs administration. In the literature, there have been advances in monitoring NPs in tissues. However, the lack of 3D information is still an issue. X-ray phase-contrast tomography (XPCT) is a 3D label-free, non-invasive and multi-scale approach allowing imaging anatomical details with high spatial and contrast resolutions. Here an XPCT qualitative study on NPs distribution in a mouse brain model of melanoma metastases injected with gadolinium-based NPs for theranostics is presented. For the first time, XPCT images show the NPs uptake at micrometer resolution over the full brain. Our results revealed a heterogeneous distribution of the NPs inside the melanoma metastases, bridging the gap in spatial resolution between magnetic resonance imaging and histology. Our findings demonstrated that XPCT is a reliable technique for NPs detection and can be considered as an emerging method for the study of NPs distribution in organs.
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Affiliation(s)
- Elena Longo
- Helmholtz-Zentrum Hereon, Institute of Materials Physics, Geesthacht, Germany.,Laboratoire d'Optique Appliquée UMR7639, ENSTA-CNRS-Ecole Polytechnique IP Paris, Palaiseau, France
| | - Lucie Sancey
- Institute for Advanced Biosciences U1209 UMR5309 UGA, Allée des Alpes-Site Santé, La Tronche, France
| | | | - Emmanuel L Barbier
- Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, GIN, Grenoble, France
| | - Alberto Bravin
- European Synchrotron Radiation Facility, Grenoble, France
| | | | - Inna Bukreeva
- Institute of Nanotechnology-CNR, Rome-Unit, Rome, Italy.,P. N. Lebedev Physical Institute, RAS, Moscow, Russia
| | - Michela Fratini
- Institute of Nanotechnology-CNR, Rome-Unit, Rome, Italy.,IRCCS Santa Lucia Foundation, Rome, Italy
| | - Lorenzo Massimi
- Institute of Nanotechnology-CNR, Rome-Unit, Rome, Italy.,Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Imke Greving
- Helmholtz-Zentrum Hereon, Institute of Materials Physics, Geesthacht, Germany
| | | | - Olivier Tillement
- Institut lumière-matière, UMR5306, Université Claude Bernard Lyon1-CNRS, Université de Lyon, Villeurbanne, France
| | | | - Philippe Zeitoun
- Laboratoire d'Optique Appliquée UMR7639, ENSTA-CNRS-Ecole Polytechnique IP Paris, Palaiseau, France
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Bayci AWL, Baker DA, Somerset AE, Turkoglu O, Hothem Z, Callahan RE, Mandal R, Han B, Bjorndahl T, Wishart D, Bahado-Singh R, Graham SF, Keidan R. Metabolomic identification of diagnostic serum-based biomarkers for advanced stage melanoma. Metabolomics 2018; 14:105. [PMID: 30830422 DOI: 10.1007/s11306-018-1398-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/18/2018] [Indexed: 01/02/2023]
Abstract
INTRODUCTION Melanoma is a highly aggressive malignancy and is currently one of the fastest growing cancers worldwide. While early stage (I and II) disease is highly curable with excellent prognosis, mortality rates rise dramatically after distant spread. We sought to identify differences in the metabolome of melanoma patients to further elucidate the pathophysiology of melanoma and identify potential biomarkers to aid in earlier detection of recurrence. METHODS Using 1H NMR and DI-LC-MS/MS, we profiled serum samples from 26 patients with stage III (nodal metastasis) or stage IV (distant metastasis) melanoma and compared their biochemical profiles with 46 age- and gender-matched controls. RESULTS We accurately quantified 181 metabolites in serum using a combination of 1H NMR and DI-LC-MS/MS. We observed significant separation between cases and controls in the PLS-DA scores plot (permutation test p-value = 0.002). Using the concentrations of PC-aa-C40:3, DL-carnitine, octanoyl-L-carnitine, ethanol, and methylmalonyl-L-carnitine we developed a diagnostic algorithm with an AUC (95% CI) = 0.822 (0.665-0.979) with sensitivity and specificity of 100 and 56%, respectively. Furthermore, we identified arginine, proline, tryptophan, glutamine, glutamate, glutathione and ornithine metabolism to be significantly perturbed due to disease (p < 0.05). CONCLUSION Targeted metabolomic analysis demonstrated significant differences in metabolic profiles of advanced stage (III and IV) melanoma patients as compared to controls. These differences may represent a potential avenue for the development of multi-marker serum-based assays for earlier detection of recurrences, allow for newer, more effective targeted therapy when tumor burden is less, and further elucidate the pathophysiologic changes that occur in melanoma.
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Affiliation(s)
- A W L Bayci
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA
| | - D A Baker
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA.
- Department of Surgery, Beaumont Health, 3601 W. 13 Mile Rd., Royal Oak, MI, 48073, USA.
| | - A E Somerset
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA
| | - O Turkoglu
- Department of Obstetrics and Gynecology, Beaumont Health, Royal Oak, MI, USA
| | - Z Hothem
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA
| | - R E Callahan
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA
| | - R Mandal
- Department of Biological and Computing Sciences, University of Alberta Edmonton, Edmonton, AB, Canada
| | - B Han
- Department of Biological and Computing Sciences, University of Alberta Edmonton, Edmonton, AB, Canada
| | - T Bjorndahl
- Department of Biological and Computing Sciences, University of Alberta Edmonton, Edmonton, AB, Canada
| | - D Wishart
- Department of Biological and Computing Sciences, University of Alberta Edmonton, Edmonton, AB, Canada
| | - R Bahado-Singh
- Department of Obstetrics and Gynecology, Beaumont Health, Royal Oak, MI, USA
| | - S F Graham
- Department of Obstetrics and Gynecology, Beaumont Health, Royal Oak, MI, USA
| | - R Keidan
- Department of General Surgery, Beaumont Health, Royal Oak, MI, USA
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Weiss S, Hanniford D, Hernando E, Osman I. Revisiting determinants of prognosis in cutaneous melanoma. Cancer 2015; 121:4108-23. [PMID: 26308244 PMCID: PMC4666819 DOI: 10.1002/cncr.29634] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Revised: 07/09/2015] [Accepted: 07/13/2015] [Indexed: 11/10/2022]
Abstract
The American Joint Committee on Cancer staging system for cutaneous melanoma is based on primary tumor thickness and the presence of ulceration, mitoses, lymph node spread, and distant metastases as determinants of prognosis. Although this cutaneous melanoma staging system has evolved over time to more accurately reflect patient prognosis, improvements are still needed, because current understanding of the particular factors (genetic mutation, expression alteration, host response, etc) that are critical for predicting patient outcomes is incomplete. Given the clinical and biologic heterogeneity of primary melanomas, new prognostic tools are needed to more precisely identify patients who are most likely to develop advanced disease. Such tools would affect clinical surveillance strategies and aid in patient selection for adjuvant therapy. The authors reviewed the literature on prognostic molecular and immunologic markers in primary cutaneous melanoma, their associations with clinicopathologic and survival outcomes, and their potential for incorporation into current staging models. Overall, the studies considered in this review did not define prognostic markers that could be readily incorporated into the current staging system. Therefore, efforts should be continued in these and other directions to maximize the likelihood of identifying clinically useful prognostic biomarkers for cutaneous melanoma.
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Affiliation(s)
- Sarah Weiss
- Department of Medical Oncology, New York University School of Medicine, New York, NY
- Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY
| | - Douglas Hanniford
- Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY
- Department of Pathology, New York University School of Medicine, New York, NY
| | - Eva Hernando
- Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY
- Department of Pathology, New York University School of Medicine, New York, NY
| | - Iman Osman
- Interdisciplinary Melanoma Cooperative Group, New York University School of Medicine, New York, NY
- Ronald O. Perelman Department of Dermatology, New York University School of Medicine, New York, NY
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Alegre E, Sammamed M, Fernández-Landázuri S, Zubiri L, González Á. Circulating biomarkers in malignant melanoma. Adv Clin Chem 2015; 69:47-89. [PMID: 25934359 DOI: 10.1016/bs.acc.2014.12.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Melanoma is an aggressive tumor with increasing incidence worldwide. Biomarkers are valuable tools to minimize the cost and improve efficacy of treatment of this deadly disease. Serological markers have not widely been introduced in routine clinical practice due to their insufficient diagnostic sensitivity and specificity. It is likely that the lack of objective responses with traditional treatment hinder biomarker research and development in melanoma. Recently, new drugs and therapies have, however, emerged in advanced melanoma with noticeable objective response ratio and survival. In this new scenario, serological tumor markers should be revisited. In addition, other potential circulating biomarkers such as cell-free DNA, exosomes, microRNA, and circulating tumor cells have also been identified. In this review, we summarize classical and emerging tumor markers and discuss their possible roles in emerging therapeutics.
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Affiliation(s)
- Estibaliz Alegre
- Laboratory of Biochemistry, University Clinic of Navarra, Pamplona, Spain
| | - Miguel Sammamed
- Centro de Investigación Médica Aplicada (CIMA), University of Navarra, Pamplona, Spain; Department of Oncology, University Clinic of Navarra, Pamplona, Spain
| | | | - Leyre Zubiri
- Department of Oncology, University Clinic of Navarra, Pamplona, Spain
| | - Álvaro González
- Laboratory of Biochemistry, University Clinic of Navarra, Pamplona, Spain.
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