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1.
Medicine (Baltimore) ; 103(36): e39385, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39252325

RESUMO

Uveal melanoma (UM) is a common health challenge worldwide as a prevalent intraocular malignancy because of its high mortality rate. However, clinical workers do not have an accurate prognostic tool now. Immune function is closely related to tumor development. Interestingly, researchers have identified that long noncoding RNAs (lncRNAs) are tightly associated with biological processes at the cellular level, particularly their involvements in immune response and its regulation of the growth of tumor cells. Hence, lncRNAs may be involved in the progression of uveal melanoma. UM patients' RNA expression matrices were extracted from TCGA database. The targeted immune genes were filtered by weighted correlation network analysis and the immune-related lncRNAs with a high prognostic relevance were obtained by Cox regression analysis and least absolute shrinkage and selection operator regression analysis. Each sample was scored according to those lncRNA expression and divided into high-risk and low-risk group. We confirmed the sensitivity and independence of our risk model compared to the tumor mutation burden score. Finally, we demonstrated the clinical relevance of our model by examining its sensitivity to different drugs. The risk score based on our risk model was significantly independent of other clinical parameters in either univariate (hazard ratio = 109.852 [15.738-766.749], P value < .001) or multivariate (hazard ratio = 114.075 [15.207-855.735], P value < .001) analyses. The ROC curves of this model imply high predictive accuracy for 1-year, 3-year, and 5-year survival (1-year area under the curve [AUC] = 0.849, 3-years AUC = 0.848, and 5-years AUC = 0.761). Our study revealed that immune-related lncRNAs are significant in the clinical diagnosis, treatment and prognosis of UM patients. We successfully constructed a lncRNA-based prognostic risk model which may serve as a future reference for the diagnosis and prognosis of UM. Based on this model we also validated the sensitivity of some cancer drugs, which has implications for the future immunotherapy and drug development.


Assuntos
Melanoma , RNA Longo não Codificante , Neoplasias Uveais , Neoplasias Uveais/genética , Neoplasias Uveais/mortalidade , Neoplasias Uveais/imunologia , Humanos , Melanoma/genética , Melanoma/mortalidade , Melanoma/imunologia , RNA Longo não Codificante/genética , Prognóstico , Masculino , Feminino , Medição de Risco/métodos , Biomarcadores Tumorais/genética , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais
2.
Invest Ophthalmol Vis Sci ; 65(10): 37, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-39186260

RESUMO

Purpose: Metastatic uveal melanoma (UM) treatment is difficult, and effective treatments are urgently needed. We aimed to explore the role of heme oxygenase 1 (HO-1) in UM and provide new therapeutic strategies for UM. Methods: Bioinformatics was used to analyze the relationship between HMOX1 and immunity in UM and other tumors. Cell Counting Kit-8, Western blot, immunofluorescence staining, wound healing, and Transwell assays were used. A subcutaneous transplanted UM tumor model was used in mice to verify the therapeutic effect. Results: In UM, the expression level of HMOX1 was strongly correlated with the immune score and the infiltration level of various immune cells. ZnPP can inhibit the growth of UM cells, promote cell apoptosis, and block the cell cycle at G0/G1 phase in vitro. HO-1 knockout can effectively inhibit the proliferation of UM cells. ZnPP effectively inhibited the growth of UM and promoted the infiltration of CD8+ T cells in a subcutaneous tumor transplantation model. Conclusions: These results indicate that targeting HO-1 in UM has the potential for independent targeted immunotherapy or adjuvant immunotherapy.


Assuntos
Apoptose , Linfócitos T CD8-Positivos , Movimento Celular , Proliferação de Células , Heme Oxigenase-1 , Linfócitos do Interstício Tumoral , Melanoma , Neoplasias Uveais , Neoplasias Uveais/patologia , Neoplasias Uveais/imunologia , Neoplasias Uveais/metabolismo , Animais , Melanoma/patologia , Melanoma/imunologia , Heme Oxigenase-1/metabolismo , Heme Oxigenase-1/genética , Camundongos , Linfócitos T CD8-Positivos/imunologia , Linfócitos do Interstício Tumoral/imunologia , Humanos , Invasividade Neoplásica , Western Blotting , Protoporfirinas/farmacologia , Linhagem Celular Tumoral , Camundongos Endogâmicos C57BL , Modelos Animais de Doenças
3.
Front Immunol ; 15: 1427348, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38966635

RESUMO

Uveal melanoma (UM) is a highly aggressive and fatal tumor in the eye, and due the special biology of UM, immunotherapy showed little effect in UM patients. To improve the efficacy of immunotherapy for UM patients is of great clinical importance. Single-cell RNA sequencing(scRNA-seq) provides a critical perspective for deciphering the complexity of intratumor heterogeneity and tumor microenvironment(TME). Combing the bioinformatics analysis, scRNA-seq could help to find prognosis-related molecular indicators, develop new therapeutic targets especially for immunotherapy, and finally to guide the clinical treatment options.


Assuntos
Imunoterapia , Melanoma , Análise de Célula Única , Microambiente Tumoral , Neoplasias Uveais , Humanos , Neoplasias Uveais/genética , Neoplasias Uveais/terapia , Neoplasias Uveais/imunologia , Microambiente Tumoral/imunologia , Microambiente Tumoral/genética , Melanoma/terapia , Melanoma/genética , Melanoma/imunologia , Análise de Célula Única/métodos , Imunoterapia/métodos , Análise de Sequência de RNA , Biomarcadores Tumorais/genética , Heterogeneidade Genética , Animais , Biologia Computacional/métodos , Regulação Neoplásica da Expressão Gênica
4.
Front Immunol ; 15: 1395225, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38915414

RESUMO

Introduction: Despite recent advancements in the treatment of metastatic uveal melanoma (UM), the availability of further treatment options remains limited and the prognosis continues to be poor in many cases. In addition to tebentafusp, immune checkpoint blockade (ICB, PD-1 (+/-) CTLA-4 antibodies) is commonly used for metastatic UM, in particular in HLA-A 02:01-negative patients. However, ICB comes at the cost of potentially severe immune-related adverse events (irAE). Thus, the selection of patient groups that are more likely to benefit from ICB is desirable. Methods: In this analysis, 194 patients with metastatic UM undergoing ICB were included. Patients were recruited from German skin cancer sites and the ADOReg registry. To investigate the association of irAE occurrence with treatment response, progression-free survival (PFS), and overall survival (OS) two cohorts were compared: patients without irAE or grade 1/2 irAE (n=137) and patients with grade 3/4 irAE (n=57). Results: In the entire population, the median OS was 16.4 months, and the median PFS was 2.8 months. Patients with grade 3/4 irAE showed more favorable survival than patients without or grade 1/2 irAE (p=0.0071). IrAE occurred in 44.7% (87/194), and severe irAE in 29.4% (57/194) of patients. Interestingly, irColitis and irHepatitis were significantly associated with longer OS (p=0.0031 and p=0.011, respectively). Conclusions: This data may indicate an association between irAE and favorable survival outcomes in patients with metastatic UM undergoing ICB treatment and suggests that a reduced tolerance to tumor antigens could be linked to reduced tolerance to self-antigens.


Assuntos
Inibidores de Checkpoint Imunológico , Melanoma , Neoplasias Uveais , Humanos , Neoplasias Uveais/mortalidade , Neoplasias Uveais/tratamento farmacológico , Neoplasias Uveais/imunologia , Neoplasias Uveais/patologia , Melanoma/tratamento farmacológico , Melanoma/mortalidade , Melanoma/imunologia , Masculino , Inibidores de Checkpoint Imunológico/efeitos adversos , Inibidores de Checkpoint Imunológico/uso terapêutico , Feminino , Pessoa de Meia-Idade , Idoso , Adulto , Idoso de 80 Anos ou mais , Metástase Neoplásica
5.
Adv Sci (Weinh) ; 11(31): e2404375, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38889339

RESUMO

In the treatment of uveal melanoma (UVM), histone deacetylase inhibitors (HDACi) have emerged as a promising epigenetic therapy. However, their clinical efficacy is hindered by the suboptimal pharmacokinetics and the strong self-rescue of tumor cells. To overcome these limitations, reactive oxygen species (ROS)-responsive nanoparticles (NPs) are designed that encapsulate HDACi MS-275 and the glutamine metabolism inhibitor V-9302. Upon reaching the tumor microenvironment, these NPs can disintegrate, thereby releasing MS-275 to increase the level of ROS and V-9302 to reduce the production of glutathione (GSH) related to self-rescue. These synergistic effects lead to a lethal ROS storm and induce cell pyroptosis. When combined with programmed cell death protein 1 monoclonal antibodies (α-PD-1), these NPs facilitate immune cell infiltration, improving anti-tumor immunity, converting "immune-cold" tumors into "immune-hot" tumors, and enhancing immune memory in mice. The findings present a nano-delivery strategy for the co-delivery of epigenetic therapeutics and metabolic inhibitors, which induces pyroptosis in tumors cells and improves the effectiveness of chemotherapy and immunotherapy.


Assuntos
Melanoma , Nanopartículas , Piridinas , Piroptose , Neoplasias Uveais , Animais , Neoplasias Uveais/tratamento farmacológico , Neoplasias Uveais/imunologia , Camundongos , Piroptose/efeitos dos fármacos , Melanoma/tratamento farmacológico , Melanoma/imunologia , Nanopartículas/química , Nanopartículas/administração & dosagem , Piridinas/farmacologia , Piridinas/administração & dosagem , Modelos Animais de Doenças , Humanos , Linhagem Celular Tumoral , Microambiente Tumoral/efeitos dos fármacos , Microambiente Tumoral/imunologia , Inibidores de Histona Desacetilases/farmacologia , Inibidores de Histona Desacetilases/administração & dosagem , Sistemas de Liberação de Medicamentos/métodos , Benzamidas
6.
Clin Cancer Res ; 30(15): 3243-3258, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-38767611

RESUMO

PURPOSE: Uveal melanoma (UM) is the most common intraocular malignant tumor. Despite successful treatment of the primary tumor, about 50% of patients will recur with systemic diseases for which there are no effective treatment strategies. Here we investigated the preclinical efficacy of a chimeric antigen receptor (CAR) T-cell-based immunotherapy targeting B7-H3. EXPERIMENTAL DESIGN: B7-H3 expression on primary and metastatic human UM samples and cell lines was assessed by RNA sequencing, flow cytometry, and immunohistochemistry. Antitumor activity of CAR T cells targeting B7-H3 was tested in vitro with UM cell lines, patient-derived organotypic tumor spheroids from patients with metastatic UM, and in immunodeficient and humanized murine models. RESULTS: B7-H3 is expressed at high levels in >95% UM tumor cells in vitro and in vivo. We generated a B7-H3 CAR with an inducible caspase-9 (iCas9) suicide gene controlled by the chemical inducer of dimerization AP1903, which effectively kills UM cells in vitro and eradicates UM liver metastases in murine models. Delivery of iCas9.B7-H3 CAR T cells in experimental models of UM liver metastases demonstrates a durable antitumor response, even upon tumor rechallenge or in the presence of a significant metastatic disease burden. We demonstrate effective iCas9.B7-H3 CAR T-cell elimination in vitro and in vivo in response to AP1903. Our studies demonstrate more effective tumor suppression with iCas9.B7-H3 CAR T cells as compared to a B7-H3-targeted humanized monoclonal antibody. CONCLUSIONS: These studies support a phase I clinical trial with iCas9.B7-H3 CAR T cells to treat patients with metastatic UM.


Assuntos
Antígenos B7 , Caspase 9 , Genes Transgênicos Suicidas , Imunoterapia Adotiva , Neoplasias Hepáticas , Melanoma , Receptores de Antígenos Quiméricos , Neoplasias Uveais , Ensaios Antitumorais Modelo de Xenoenxerto , Humanos , Neoplasias Uveais/terapia , Neoplasias Uveais/genética , Neoplasias Uveais/patologia , Neoplasias Uveais/imunologia , Animais , Antígenos B7/genética , Camundongos , Melanoma/terapia , Melanoma/imunologia , Melanoma/genética , Melanoma/patologia , Melanoma/secundário , Neoplasias Hepáticas/secundário , Neoplasias Hepáticas/terapia , Neoplasias Hepáticas/imunologia , Neoplasias Hepáticas/genética , Receptores de Antígenos Quiméricos/imunologia , Receptores de Antígenos Quiméricos/genética , Caspase 9/genética , Caspase 9/metabolismo , Linhagem Celular Tumoral , Imunoterapia Adotiva/métodos , Linfócitos T/imunologia , Linfócitos T/metabolismo
7.
Genes Genomics ; 46(7): 785-801, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38767825

RESUMO

BACKGROUND: Uveal melanoma (UVM) is the most common primary ocular malignancy, with a wide range of symptoms and outcomes. The programmed cell death (PCD) plays an important role in tumor development, diagnosis, and prognosis. There is still no research on the relationship between PCD-related genes and UVM. A novel PCD-associated prognostic model is urgently needed to improve treatment strategies. OBJECTIVE: We aim to screen PCD-related prognostic signature and investigate its proliferation ability and apoptosis in UVM cells. METHODS: The clinical information and RNA-seq data of the UVM patients were collected from the TCGA cohort. All the patients were classified using consensus clustering by the selected PCD-related genes. After univariate Cox regression and PPI network analysis, the prognostic PCD-related genes were then submitted to the LASSO regression analysis to build a prognostic model. The level of immune infiltration of 8-PCD signature in high- and low-risk patients was analyzed using xCell. The prediction on chemotherapy and immunotherapy response in UVM patients was assessed by GDSC and TIDE algorithm. CCK-8, western blot and Annexin V-FITC/PI staining were used to explore the roles of HMOX1 in UVM cells. RESULTS: A total of 8-PCD signature was constructed and the risk score of the PCD signature was negatively correlated with the overall survival, indicating strong predictive ability and independent prognostic value. The risk score was positively correlated with CD8 Tcm, CD8 Tem and Th2 cells. Immune cells in high-risk group had poorer overall survival. The drug sensitivity demonstrated that cisplatin might impact the progression of UVM and better immunotherapy responsiveness in the high-risk group. Finally, Overespression HMOX1 (OE-HMOX1) decreased the cell viability and induced apoptosis in UVM cells. Recuse experiment results showed that ferrostatin-1 (fer-1) protected MP65 cells from apoptosis and necrosis caused by OE-HMOX1. CONCLUSION: The PCD signature may have a significant role in the tumor microenvironment, clinicopathological characteristics, prognosis and drug sensitivity. More importantly, HMOX1 depletion greatly induced tumor cell growth and inhibited cell apoptosis and fer-1 protected UVM cells from apoptosis and necrosis induced by OE-HMOX1. This work provides a foundation for effective therapeutic strategy in tumour treatment.


Assuntos
Apoptose , Proliferação de Células , Heme Oxigenase-1 , Melanoma , Neoplasias Uveais , Humanos , Neoplasias Uveais/genética , Neoplasias Uveais/patologia , Neoplasias Uveais/imunologia , Melanoma/genética , Melanoma/patologia , Melanoma/imunologia , Melanoma/tratamento farmacológico , Apoptose/genética , Prognóstico , Proliferação de Células/genética , Heme Oxigenase-1/genética , Heme Oxigenase-1/metabolismo , Masculino , Linhagem Celular Tumoral , Feminino , Regulação Neoplásica da Expressão Gênica , Pessoa de Meia-Idade , Transcriptoma , Biomarcadores Tumorais/genética
8.
Sci Rep ; 14(1): 9146, 2024 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-38644411

RESUMO

Uveal melanoma (UVM) is the most common primary tumor in adult human eyes. Costimulatory molecules (CMs) are important in maintaining T cell biological functions and regulating immune responses. To investigate the role of CMs in UVM and exploit prognostic signature by bioinformatics analysis. This study aimed to identify and validate a CMs associated signature and investigate its role in the progression and prognosis of UVM. The expression profile data of training cohort and validation cohort were downloaded from The Cancer Genome Atlas (TCGA) dataset and the Gene Expression Omnibus (GEO) dataset. 60 CM genes were identified, and 34 genes were associated with prognosis by univariate Cox regression. A prognostic signature was established with six CM genes. Further, high- and low-risk groups were divided by the median, and Kaplan-Meier (K-M) curves indicated that high-risk patients presented a poorer prognosis. We analyzed the correlation of gender, age, stage, and risk score on prognosis by univariate and multivariate regression analysis. We found that risk score was the only risk factor for prognosis. Through the integration of the tumor immune microenvironment (TIME), it was found that the high-risk group presented more immune cell infiltration and expression of immune checkpoints and obtained higher immune scores. Enrichment analysis of the biological functions of the two groups revealed that the differential parts were mainly related to cell-cell adhesion, regulation of T-cell activation, and cytokine-cytokine receptor interaction. No differences in tumor mutation burden (TMB) were found between the two groups. GNA11 and BAP1 have higher mutation frequencies in high-risk patients. Finally, based on the Genomics of Drug Sensitivity in Cancer 2 (GDSC2) dataset, drug sensitivity analysis found that high-risk patients may be potential beneficiaries of the treatment of crizotinib or temozolomide. Taken together, our CM-related prognostic signature is a reliable biomarker that may provide ideas for future treatments for the disease.


Assuntos
Biomarcadores Tumorais , Regulação Neoplásica da Expressão Gênica , Melanoma , Neoplasias Uveais , Humanos , Neoplasias Uveais/genética , Neoplasias Uveais/mortalidade , Neoplasias Uveais/imunologia , Melanoma/genética , Melanoma/mortalidade , Melanoma/imunologia , Melanoma/patologia , Prognóstico , Masculino , Feminino , Pessoa de Meia-Idade , Biomarcadores Tumorais/genética , Microambiente Tumoral/imunologia , Microambiente Tumoral/genética , Perfilação da Expressão Gênica , Ubiquitina Tiolesterase/genética , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo , Adulto , Idoso , Transcriptoma , Estimativa de Kaplan-Meier
9.
Sci Rep ; 12(1): 1640, 2022 01 31.
Artigo em Inglês | MEDLINE | ID: mdl-35102195

RESUMO

The present study aimed to construct a pyroptosis-related gene signature in uveal melanoma (UM) patients. Patients from The Cancer Genome Atlas (TCGA) served as the training cohort, whereas patients (GSE22138) from Gene Expression Omnibus (GEO) served as the validation cohort. Using the Kaplan-Meier (KM) method, univariate analysis, and least absolute shrinkage and selection operator (LASSO) Cox regression, A five pyroptosis-related gene signature was constructed in the training cohort. Patients were divided into high- and low-risk groups. Survival analysis showed that patients in the high-risk group had a shorter survival time. Risk and survival analysis, time-independent receiver operating characteristic (ROC) curve analysis and principal component analysis (PCA) validated that the prognostic signature had greater predictive value in both cohorts. Multivariate analysis proved that the risk score was an independent prognostic factor. Functional analysis showed that the expressed genes in the high-risk group were most abundant in immunological repose-related and tumor-related signaling pathways. Single-sample gene-set enrichment analysis (ssGSEA) revealed that the different risk groups were associated with the tumor microenvironment. Moreover, the predictive signature could help patients be better matched to immunotherapy and targeted treatments. In conclusion, the pyroptosis-related gene signature associated with the tumor microenvironment maybe a reliable tool for predicting the prognosis of UM patients.


Assuntos
Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica , Melanoma/genética , Piroptose , Transcriptoma , Microambiente Tumoral , Neoplasias Uveais/genética , Bases de Dados Genéticas , Feminino , Humanos , Imunoterapia , Masculino , Melanoma/imunologia , Melanoma/patologia , Melanoma/terapia , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes , Neoplasias Uveais/imunologia , Neoplasias Uveais/patologia , Neoplasias Uveais/terapia
10.
Front Immunol ; 13: 785231, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35185883

RESUMO

Uveal melanoma (UM) is an orphan disease with a mortality of 80% within one year upon the development of metastatic disease. UM does hardly respond to chemotherapy and kinase inhibitors and is largely resistant to checkpoint inhibition. Hence, further therapy approaches are urgently needed. To improve clinical outcome, we designed a trial employing the 3rd generation personalized IKKß-matured RNA-transfected dendritic cell (DC) vaccine which primes T cells and in addition activates NK cells. This ongoing phase I trial [NCT04335890 (www.clinicaltrials.gov), Eudract: 2018-004390-28 (www.clinicaltrialsregister.eu)] investigates patients with treatment-naive metastatic UM. Monocytes are isolated by leukapheresis, differentiated to immature DCs, matured with a cytokine cocktail, and activated via the NF-κB pathway by electroporation with RNA encoding a constitutively active mutant of IKKß. Three types of antigen-RNA are co-electroporated: i) amplified mRNA of the tumor representing the whole transcriptome, ii) RNA encoding driver mutations identified by exome sequencing, and iii) overexpressed non-mutated tumor antigens detected by transcriptome sequencing. This highly personalized DC vaccine is applied by 9 intravenous infusions in a staggered schedule over one year. Parallel to the vaccination, standard therapy, usually an immune checkpoint blockade (ICB) as mono (anti-PD-1) or combined (anti-CTLA4 and anti-PD-1) regimen is initiated. The coordinated vaccine-induced immune response encompassing tumor-specific T cells and innate NK cells should synergize with ICB, perhaps resulting in measurable clinical responses in this resistant tumor entity. Primary outcome measures of this trial are safety, tolerability and toxicity; secondary outcome measures comprise overall survival and induction of antigen-specific T cells.


Assuntos
Vacinas Anticâncer/uso terapêutico , Células Dendríticas/imunologia , Quinase I-kappa B/genética , Melanoma/imunologia , RNA/genética , Neoplasias Uveais/imunologia , Antígenos de Neoplasias/imunologia , Ensaios Clínicos Fase I como Assunto , Eletroporação , Humanos , Inibidores de Checkpoint Imunológico/uso terapêutico , Medicina de Precisão , Vacinação
11.
Anticancer Res ; 42(3): 1447-1453, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35220238

RESUMO

BACKGROUND/AIM: Uveal melanoma (UM) is the most common primary intraocular malignancy in adults. High serum levels of soluble IL-2 receptor (sIL-2R) have been reported in acute inflammations and metastatic cancers. This study evaluated the potential of high/increasing sIL-2R levels in predicting metastases. PATIENTS AND METHODS: The study included a total of 1,546 sera samples of subjects from three groups: 119 healthy controls (73 subjects), 566 UM 10 year (10y) disease-free (DF) (220 patients), 861 metastatic UM (268 patients). Patients were followed-up biannually with liver ultrasound and liver function tests for the presence of metastases (Mets). Blood samples to measure the levels of sIL-2R were obtained at the time of primary diagnosis, soon after initial treatment (enucleation, brachytherapy), every 6 months, 10 years from diagnosis, at Mets confirmation by CT, and after additional treatments. RESULTS: Significantly higher sIL-2R levels were detected in the Mets patients compared to healthy controls and 10y DF patients. Compared to the upper limit of the normal levels of sIL-2R, 1,000 U/ml, its levels in metastatic UM were 61%, 25% in 10y DF UM, and 6.25% in the controls. High levels of sIL-2R in metastatic patients, decreased significantly post treatments. Individual kinetics of markers, indicated similar trends of sIL-2R compared to osteopontin and S-Protein 100, predicting metastases, which were confirmed on liver imaging. CONCLUSION: Significantly higher sIL-2R levels were evident in all UM patients with Mets. Significant increases in sIL-2R levels on serial evaluations indicated and predicted UM Mets, enabling earlier treatment of Mets, to improve survival.


Assuntos
Biomarcadores Tumorais/sangue , Neoplasias Hepáticas/sangue , Melanoma/sangue , Receptores de Interleucina-2/sangue , Neoplasias Uveais/sangue , Estudos de Casos e Controles , Humanos , Neoplasias Hepáticas/imunologia , Neoplasias Hepáticas/secundário , Neoplasias Hepáticas/terapia , Melanoma/imunologia , Melanoma/secundário , Melanoma/terapia , Valor Preditivo dos Testes , Prognóstico , Fatores de Tempo , Regulação para Cima , Neoplasias Uveais/imunologia , Neoplasias Uveais/patologia , Neoplasias Uveais/terapia
12.
Exp Biol Med (Maywood) ; 247(3): 246-262, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34743576

RESUMO

Immunotherapy is the most promising treatment for uveal melanoma patients with metastasis. Tumor microenvironment plays an essential role in tumor progression and greatly affects the efficacy of immunotherapy. This research constructed an immune-related subtyping system and discovered immune prognostic genes to further understand the immune mechanism in uveal melanoma. Immune-related genes were determined from literature. Gene expression profiles of uveal melanoma were clustered using consensus clustering based on immune-related genes. Subtypes were further divided by applying immune landscape, and weighted correlation network analysis was performed to construct immune gene modules. Univariate Cox regression analysis was conducted to generate a prognostic model. Enriched immune cells were determined after gene set enrichment analysis. Three major immune subtypes (IS1, IS2, and IS3) were identified, and IS2 could be further divided into IS2A and IS2B. The subtypes were closely associated with uveal melanoma prognosis. IS3 group had the most favorable prognosis and was sensitive to PD-1 inhibitor. Immune genes in IS1 group showed an overall higher expression than IS3 group. Six immune gene modules were identified, and the enrichment score of immune genes varied within immune subtypes. Four immune prognostic genes (IL32, IRF1, SNX20, and VAV1) were found to be closely related to survival. This novel immune subtyping system and immune landscape provide a new understanding of immunotherapy in uveal melanoma. The four prognostic genes can predict prognosis of uveal melanoma patients and contribute to new development of targeted drugs.


Assuntos
Biomarcadores Tumorais/genética , Melanoma/genética , Melanoma/imunologia , Melanoma/mortalidade , Neoplasias Uveais/genética , Neoplasias Uveais/imunologia , Neoplasias Uveais/mortalidade , Antineoplásicos/farmacologia , Biomarcadores Tumorais/imunologia , Análise por Conglomerados , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Redes Reguladoras de Genes , Humanos , Imunoterapia , Fator Regulador 1 de Interferon/genética , Interleucinas/genética , Melanoma/terapia , Mutação , Prognóstico , Proteínas Proto-Oncogênicas c-vav/genética , Nexinas de Classificação/genética , Transcriptoma , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia , Neoplasias Uveais/terapia
13.
Front Immunol ; 12: 738068, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34630418

RESUMO

Uveal melanoma (UM) is a subtype of melanoma with poor prognosis. This study aimed to construct a new prognostic gene signature that can be used for survival prediction and risk stratification of UM patients. In this work, transcriptome data from the Molecular Signatures Database were used to identify the cancer hallmarks most relevant to the prognosis of UM patients. Weighted gene co-expression network, univariate least absolute contraction and selection operator (LASSO), and multivariate Cox regression analyses were used to construct the prognostic gene characteristics. Kaplan-Meier and receiver operating characteristic (ROC) curves were used to evaluate the survival predictive ability of the gene signature. The results showed that glycolysis and immune response were the main risk factors for overall survival (OS) in UM patients. Using univariate Cox regression analysis, 238 candidates related to the prognosis of UM patients were identified (p < 0.05). Using LASSO and multivariate Cox regression analyses, a six-gene signature including ARPC1B, BTBD6, GUSB, KRTCAP2, RHBDD3, and SLC39A4 was constructed. Kaplan-Meier analysis of the UM cohort in the training set showed that patients with higher risk scores had worse OS (HR = 2.61, p < 0.001). The time-dependent ROC (t-ROC) curve showed that the risk score had good predictive efficiency for UM patients in the training set (AUC > 0.9). Besides, t-ROC analysis showed that the predictive ability of risk scores was significantly higher than that of other clinicopathological characteristics. Univariate and multivariate Cox regression analyses showed that risk score was an independent risk factor for OS in UM patients. The prognostic value of risk scores was further verified in two external UM cohorts (GSE22138 and GSE84976). Two-factor survival analysis showed that UM patients with high hypoxia or immune response scores and high risk scores had the worst prognosis. Moreover, a nomogram based on the six-gene signature was established for clinical practice. In addition, risk scores were related to the immune infiltration profiles. Taken together, this study identified a new prognostic six-gene signature related to glycolysis and immune response. This six-gene signature can not only be used for survival prediction and risk stratification but also may be a potential therapeutic target for UM patients.


Assuntos
Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica , Glicólise/genética , Melanoma/genética , Transcriptoma , Microambiente Tumoral/genética , Neoplasias Uveais/genética , Tomada de Decisão Clínica , Bases de Dados Genéticas , Técnicas de Apoio para a Decisão , Feminino , Humanos , Masculino , Melanoma/imunologia , Melanoma/metabolismo , Melanoma/mortalidade , Pessoa de Meia-Idade , Nomogramas , Valor Preditivo dos Testes , Prognóstico , Medição de Risco , Fatores de Risco , Microambiente Tumoral/imunologia , Neoplasias Uveais/imunologia , Neoplasias Uveais/metabolismo , Neoplasias Uveais/mortalidade
14.
J Immunol Res ; 2021: 9920234, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34195299

RESUMO

Tumor-infiltrating immune cells are capable of effective cancer surveillance, and their abundance is linked to better prognosis in numerous tumor types. However, in uveal melanoma (UM), extensive immune infiltrate is associated with poor survival. This study aims to decipher the role of different tumor-infiltrating cell subsets in UM in order to identify potential targets for future immunotherapeutic treatment. We have chosen the TCGA-UVM cohort as a training dataset and GSE22138 as a testing dataset by mining publicly available databases. The abundance of 22 immune cell types was estimated using CIBERSORTx. Then, to determine the significance of tumor-infiltrating cell subsets in UM, we built a multicell type prognostic signature, which was validated in the testing cohort. The created signature was built upon the negative prognostic role of CD8+ T cells and M0 macrophages and the positive role of neutrophils. Based on the created signature score, we divided the patients into low- and high-risk groups. Kaplan-Meier, Cox, and ROC analyses demonstrated superior performance of our risk score compared to either clinical or pathologic characteristics of both cohorts. Further, we found the molecular pathways associated with cancer immunoevasion and metastasis to be enriched in the high-risk group, explaining both the lack of adequate immune surveillance despite increased infiltration of CD8+ T cells as well as the higher metastatic potential. Genes associated with tryptophan metabolism (IDO1 and KYNU) and metalloproteinases were among the most differentially expressed between the high- and low-risk groups. Our correlation analyses interpreted in context of published in vitro data strongly suggest the central role of CD8+ T cells in shifting the UM tumor microenvironment towards suppressive and metastasis-promoting. Therefore, we propose further investigations of IDO1 and metalloproteinases as novel targets for immunotherapy in lymphocyte-rich metastatic UM patients.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Biologia Computacional/métodos , Linfócitos do Interstício Tumoral/imunologia , Melanoma/imunologia , Neoplasias Uveais/imunologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinogênese , Mineração de Dados , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Triptofano/metabolismo , Adulto Jovem
15.
Eur J Cancer ; 152: 41-48, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34062486

RESUMO

BACKGROUND: Immune checkpoint inhibitors (ICIs) are widely used and may induce long-term survival in various types of cancer. Yet, there is scarce evidence on potential effects on patient fertility and the necessity of cryopreservation before treatment onset. The aim of our study was to assess the prevalence of male infertility after initiation of ICI treatment. METHODS: This is a monocenter, cross-sectional pilot study. Fertility was investigated by spermiogram, analysis of sexual hormones and questionnaires on sexual function and sexual activity. Male patients under the age of 60 years previously or currently treated with ICI for cutaneous malignancies or uveal melanoma were included. RESULTS: Twenty-five patients were included, with a median age of 49 years. Eighteen of 22 (82%) available spermiograms showed no pathologies, all patients reported a normal sexual function and sexual activity. Of four patients with pathological spermiogram, three patients were diagnosed with azoospermia and one with oligoasthenoteratozoospermia. Three patients had significant confounding factors (previous inguinal radiotherapy, chemotherapy and chronic alcohol abuse, and bacterial orchitis). One patient with normal spermiogram before ICI treatment presented 1 year after initiation with azoospermia, showing an asymptomatic, inflammatory infiltrate with predominantly neutrophil granulocytes, macrophages and T-lymphocytes in the ejaculate. Infectious causes were ruled out; andrological examination was unremarkable. A second case with reduced sperm counts during treatment may be ICI-induced also. CONCLUSIONS: Most patients had no restrictions in fertility, yet an inflammatory loss of spermatogenesis seems possible. Cryopreservation should be discussed with all patients with potential future desire for children before treatment.


Assuntos
Azoospermia/diagnóstico , Fertilidade/efeitos dos fármacos , Inibidores de Checkpoint Imunológico/efeitos adversos , Melanoma/tratamento farmacológico , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Uveais/tratamento farmacológico , Adulto , Azoospermia/induzido quimicamente , Azoospermia/imunologia , Estudos Transversais , Criopreservação , Fertilidade/imunologia , Preservação da Fertilidade , Humanos , Masculino , Melanoma/imunologia , Pessoa de Meia-Idade , Projetos Piloto , Encaminhamento e Consulta , Análise do Sêmen , Neoplasias Cutâneas/imunologia , Espermatogênese/efeitos dos fármacos , Espermatogênese/imunologia , Neoplasias Uveais/imunologia
16.
Int Immunopharmacol ; 96: 107816, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34162166

RESUMO

Uveal melanoma (UM) is the most common primary intraocular malignant tumor in adults and almost fifty percent of patients subsequently develop systemic metastases usually involving the liver. The tumor microenvironment (TME) is crucial to the initiation and progression of tumors. In the present study, we comprehensively evaluated the TME of primary UM samples from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database by using several bioinformatic algorithms. The prognostic value of immune score and infiltrating immune cells in the TME were evaluated. Differentially expressed genes between the low- and high-immune score groups were also identified. The majority of tumor-infiltrating lymphocytes in UM have been determined to be activated CD8 + T cells. Therefore, weighted gene co-expression network analysis (WGCNA) was performed to identify the co-expression modules and genes significantly associated with the level of infiltrating CD8 + T cells in UM. Survival-related genes involved in the TME were identified by univariate Cox regression analysis. Furthermore, an eight-gene-based prognostic signature was established in the training dataset TCGA-UM via Lasso-penalized and multivariate Cox regression analyses. The predictive value of this signature was validated in two testing datasets. Besides, a nomogram was established to serve clinical practice. Moreover, hub genes involved in the infiltrating CD8 + T cells were identified and a potential targeted therapy for preventing metastasis of UM was proposed based on the results. In summary, our results provided a robust gene-based prognostic signature for predicting prognosis of UM patients and proposed a potential targeted therapy for preventing UM metastasis.


Assuntos
Regulação Neoplásica da Expressão Gênica , Linfócitos do Interstício Tumoral/imunologia , Melanoma/genética , Melanoma/imunologia , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia , Neoplasias Uveais/genética , Neoplasias Uveais/imunologia , Humanos , Prognóstico
17.
J Exp Clin Cancer Res ; 40(1): 154, 2021 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-33947438

RESUMO

BACKGROUND: Uveal melanoma (UM) represents the most common primary intra-ocular malignancy in adults. Up to 50% of the patients develop distant metastases within 10 years from diagnosis, with the liver as the most common site. Upon metastatization, life expectancy strongly reduces and immune checkpoint inhibitors that prove effective in cutaneous melanoma do not modify clinical outcome. To date, few studies have focused on deciphering the immunomodulatory features of metastatic UM microenvironment, and there are no prognostic models for clinical use. This highlights the urgent need to understand the delicate interplay between tumor and immune cells acting at the site of metastasis. METHODS: We collected a patient cohort comprising 21 metastatic UM patients. Hepatic and extra-hepatic UM metastasis samples were studied by multiplex immunofluorescence to assess the tumor immune cell composition. Quantitative analyses were performed to correlate immune cell densities with treatment response, metastasis site and patient survival. RESULTS: Compared to patients with progressive disease, those with controlled disease had a higher intra-tumoral/peritumoral ratio of CD8 + Granzyme B+ cells, higher density of intra-tumoral CD8+ cytotoxic T lymphocytes (CTL) and an increased percentage of UM cells in close proximity to T lymphocytes, reflecting a role of tumor-killing T cells in the disease. In liver metastases (LM), the intra-tumoral densities of CD163+ tumor-associated macrophages (TAM) and of total CD8+ T cells were higher than in extra-hepatic UM metastases, but the percentage of Granzyme B+ CTL was lower. Moreover, LM displayed more UM cells adjacent to both CTL and TAM, and also more T cells in proximity to TAM, all signs of an impaired immune response. The percentage of activated CTL within the tumor represented a prognostic indicator, as patients with a higher intra-tumoral percentage of CD8 + Granzyme B+ cells had the better outcome. A temptative Immunoscore was generated and proved capable to stratify patients with improved survival. Finally, CD4 + FoxP3+ T cells appeared a crucial population for response to immunotherapy. CONCLUSION: The results of this study underly the clinical relevance and functional importance of composition and localization of antitumor effector cells for the progression of UM metastasis.


Assuntos
Melanoma/imunologia , Neoplasias Uveais/imunologia , Idoso , Feminino , Humanos , Masculino , Melanoma/mortalidade , Pessoa de Meia-Idade , Metástase Neoplásica , Análise de Sobrevida , Microambiente Tumoral , Neoplasias Uveais/mortalidade
18.
Int J Mol Sci ; 22(5)2021 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-33800878

RESUMO

Uveal melanoma (UM) is a malignant tumor that arises in the melanocytes of the uveal tract. It is the most frequent eye cancer, and despite new therapeutic approaches, prognosis is still poor, with up to 50% of patients developing metastasis with no efficient treatment options available. In contrast to cutaneous melanoma, UM is considered an "immune-cold" tumor due to the low mutational burden and the unique immunosuppressive microenvironment. To gain insight into the role of the UM microenvironment in regard to prognosis and metastatic progression, we have performed a pool analysis characterizing the UM microenvironment by using a bioinformatic approach. A variety of scores based on gene expression measuring stromal infiltration were calculated and used to assess association with prognosis. As a result, the highest immune and stromal scores were associated with poor prognosis. Specifically, stromal cells (fibroblasts and endothelial cells), T cells CD8+, natural killer (NK) cells, and macrophages M1 and M2 infiltration were associated with poor prognosis. Contrary to other tumors, lymphocytic infiltration is related to poor prognosis. Only B cells were associated with more favorable prognosis. UM samples scoring high in both angiogenesis (Angio) and antigen presentation (AP) pathways showed a poor prognosis suggesting an additive role of both functions. Almost all these tumors exhibited a chromosome 3 monosomy. Finally, an enrichment analysis showed that tumors classified as high Angio-high AP also activated metabolic pathways such as glycolysis or PI3K-AKT-MTOR. In summary, our pool analysis identified a cluster of samples with angiogenic and inflammatory phenotypes exhibiting poor prognosis and metabolic activation. Our analysis showed robust results replicated in a pool analysis merging different datasets from different analytic platforms.


Assuntos
Linfócitos do Interstício Tumoral/patologia , Melanoma/patologia , Neovascularização Patológica/fisiopatologia , Neoplasias Uveais/patologia , Idoso , Animais , Apresentação de Antígeno , Análise por Conglomerados , Conjuntos de Dados como Assunto , Intervalo Livre de Doença , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Imunoterapia , Estimativa de Kaplan-Meier , Subpopulações de Linfócitos/patologia , Macrófagos/patologia , Masculino , Melanoma/irrigação sanguínea , Melanoma/genética , Melanoma/imunologia , Redes e Vias Metabólicas , Pessoa de Meia-Idade , Neovascularização Patológica/genética , Prognóstico , Transdução de Sinais , Células Estromais/patologia , Microambiente Tumoral , Neoplasias Uveais/irrigação sanguínea , Neoplasias Uveais/genética , Neoplasias Uveais/imunologia
19.
Cancer Med ; 10(8): 2618-2626, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33724676

RESUMO

BACKGROUND: Metastatic uveal melanoma (MUM) is associated with poor survival and inferior response to immune checkpoint inhibitor (ICI) therapy when compared with metastatic cutaneous melanoma. Currently, prognostic biomarkers are lacking to guide treatment decisions. PATIENTS AND METHODS: We conducted a multicenter, retrospective cohort study using a centralized, province-wide cancer database in Alberta, Canada. We identified 37 patients with histologically confirmed MUM who received at least one dose of single-agent pembrolizumab or nivolumab, or combination therapy nivolumab and ipilimumab. A modified immune prognostic index (IPI), based on the previously reported lung immune prognostic index, was used to stratify patients into favorable and poor IPI groups. Survival analyses were conducted using the Kaplan-Meier method and Cox proportional hazards models, adjusting for baseline age (≥60) and ECOG performance status, to assess the associations between IPI and overall survival (OS). Time to treatment failure (TTF) was also assessed using the Kaplan-Meier method. The association between IPI and objective response rate was examined using chi-squared tests. Logistic regression was used to determine the association between IPI and immune-related adverse events (irAEs). RESULTS: Median OS was 15.6 (range 0.6-57.6) months with 45.9% 1-year survival rate at a median follow-up of 11.8 months. We found that a favorable IPI was significantly associated with OS [median 30.5 (12.0-not reached) months in the favorable IPI group compared with 4.6 (2.1-16.0) months in the poor IPI group (p = 0.001)] (HR=4.81, 95% CI; 1.64-14.10, p = 0.004), TTF [median 5.1 (95% CI; 2.1-10.4) months in the favorable IPI group compared with 3.7 (95% CI; 1.4-6.4) months in the poor IPI group (p = 0.0191)], and irAE (HR=6.67, 95% CI; 1.32-33.69, p = 0.0220). CONCLUSIONS: The modified IPI may be a useful tool in clinical practice for identifying MUM patients who are more likely to experience irAEs and realize a survival benefit from ICI treatment.


Assuntos
Inibidores de Checkpoint Imunológico/uso terapêutico , Melanoma/tratamento farmacológico , Melanoma/imunologia , Neoplasias Uveais/tratamento farmacológico , Neoplasias Uveais/imunologia , Idoso , Feminino , Humanos , Estimativa de Kaplan-Meier , L-Lactato Desidrogenase/sangue , Contagem de Linfócitos , Masculino , Melanoma/mortalidade , Pessoa de Meia-Idade , Neutrófilos , Prognóstico , Estudos Retrospectivos , Resultado do Tratamento , Neoplasias Uveais/mortalidade
20.
Expert Opin Investig Drugs ; 30(5): 555-569, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33650931

RESUMO

INTRODUCTION: Uveal melanoma (UM) is the most common intraocular cancer and represents a discrete subtype of melanoma. Metastatic disease, which occurs in half of patients, has a dismal prognosis. Immunotherapy with immune checkpoint inhibitors has produced promising results in cutaneous melanoma but has failed to show analogous efficacy in metastatic UM. This is attributable to UM's distinct genetics and its complex interaction with the immune system. Hence, more efficacious immunotherapeutic approaches are under investigation. AREAS COVERED: We discuss those novel immunotherapeutic strategies in clinical and preclinical studies for advanced disease and which are thought to overcome the hurdles set by UM in terms of immune recognition. We also highlight the need to determine predictive markers in relation to these strategies to improve clinical outcomes. We used a simple narrative analysis to summarize the data. The search methodology is located in the Introduction. EXPERT OPINION: Novel immunotherapeutic strategies focus on transforming immune excluded tumor microenvironment in metastatic UM to T cell inflamed. Preliminary results of approaches such as vaccines, adoptive cell transfer and other novel molecules are encouraging. Factors such as HLA compatibility and expression level of targeted antigens should be considered to optimize personalized management.


Assuntos
Inibidores de Checkpoint Imunológico/farmacologia , Imunoterapia/métodos , Melanoma/tratamento farmacológico , Neoplasias Uveais/tratamento farmacológico , Animais , Biomarcadores Tumorais/metabolismo , Humanos , Inibidores de Checkpoint Imunológico/administração & dosagem , Melanoma/imunologia , Melanoma/patologia , Metástase Neoplásica , Medicina de Precisão , Neoplasias Uveais/imunologia , Neoplasias Uveais/patologia
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