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1.
Sci Rep ; 14(1): 9146, 2024 04 21.
Article En | MEDLINE | ID: mdl-38644411

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.


Biomarkers, Tumor , Gene Expression Regulation, Neoplastic , Melanoma , Uveal Neoplasms , Humans , Uveal Neoplasms/genetics , Uveal Neoplasms/mortality , Uveal Neoplasms/immunology , Melanoma/genetics , Melanoma/mortality , Melanoma/immunology , Melanoma/pathology , Prognosis , Male , Female , Middle Aged , Biomarkers, Tumor/genetics , Tumor Microenvironment/immunology , Tumor Microenvironment/genetics , Gene Expression Profiling , Ubiquitin Thiolesterase/genetics , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism , Adult , Aged , Transcriptome , Kaplan-Meier Estimate
2.
Sci Rep ; 12(1): 1640, 2022 01 31.
Article En | MEDLINE | ID: mdl-35102195

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.


Biomarkers, Tumor/genetics , Gene Expression Profiling , Melanoma/genetics , Pyroptosis , Transcriptome , Tumor Microenvironment , Uveal Neoplasms/genetics , Databases, Genetic , Female , Humans , Immunotherapy , Male , Melanoma/immunology , Melanoma/pathology , Melanoma/therapy , Middle Aged , Predictive Value of Tests , Prognosis , Reproducibility of Results , Uveal Neoplasms/immunology , Uveal Neoplasms/pathology , Uveal Neoplasms/therapy
3.
Front Immunol ; 13: 785231, 2022.
Article En | MEDLINE | ID: mdl-35185883

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.


Cancer Vaccines/therapeutic use , Dendritic Cells/immunology , I-kappa B Kinase/genetics , Melanoma/immunology , RNA/genetics , Uveal Neoplasms/immunology , Antigens, Neoplasm/immunology , Clinical Trials, Phase I as Topic , Electroporation , Humans , Immune Checkpoint Inhibitors/therapeutic use , Precision Medicine , Vaccination
4.
Anticancer Res ; 42(3): 1447-1453, 2022 Mar.
Article En | MEDLINE | ID: mdl-35220238

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.


Biomarkers, Tumor/blood , Liver Neoplasms/blood , Melanoma/blood , Receptors, Interleukin-2/blood , Uveal Neoplasms/blood , Case-Control Studies , Humans , Liver Neoplasms/immunology , Liver Neoplasms/secondary , Liver Neoplasms/therapy , Melanoma/immunology , Melanoma/secondary , Melanoma/therapy , Predictive Value of Tests , Prognosis , Time Factors , Up-Regulation , Uveal Neoplasms/immunology , Uveal Neoplasms/pathology , Uveal Neoplasms/therapy
5.
Exp Biol Med (Maywood) ; 247(3): 246-262, 2022 02.
Article En | MEDLINE | ID: mdl-34743576

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.


Biomarkers, Tumor/genetics , Melanoma/genetics , Melanoma/immunology , Melanoma/mortality , Uveal Neoplasms/genetics , Uveal Neoplasms/immunology , Uveal Neoplasms/mortality , Antineoplastic Agents/pharmacology , Biomarkers, Tumor/immunology , Cluster Analysis , Gene Expression Regulation, Neoplastic/drug effects , Gene Regulatory Networks , Humans , Immunotherapy , Interferon Regulatory Factor-1/genetics , Interleukins/genetics , Melanoma/therapy , Mutation , Prognosis , Proto-Oncogene Proteins c-vav/genetics , Sorting Nexins/genetics , Transcriptome , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology , Uveal Neoplasms/therapy
6.
Front Immunol ; 12: 738068, 2021.
Article En | MEDLINE | ID: mdl-34630418

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.


Biomarkers, Tumor/genetics , Gene Expression Profiling , Glycolysis/genetics , Melanoma/genetics , Transcriptome , Tumor Microenvironment/genetics , Uveal Neoplasms/genetics , Clinical Decision-Making , Databases, Genetic , Decision Support Techniques , Female , Humans , Male , Melanoma/immunology , Melanoma/metabolism , Melanoma/mortality , Middle Aged , Nomograms , Predictive Value of Tests , Prognosis , Risk Assessment , Risk Factors , Tumor Microenvironment/immunology , Uveal Neoplasms/immunology , Uveal Neoplasms/metabolism , Uveal Neoplasms/mortality
7.
J Immunol Res ; 2021: 9920234, 2021.
Article En | MEDLINE | ID: mdl-34195299

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.


CD8-Positive T-Lymphocytes/immunology , Computational Biology/methods , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/immunology , Uveal Neoplasms/immunology , Adult , Aged , Aged, 80 and over , Carcinogenesis , Data Mining , Disease Progression , Female , Humans , Male , Middle Aged , Neoplasm Metastasis , Tryptophan/metabolism , Young Adult
8.
Eur J Cancer ; 152: 41-48, 2021 07.
Article En | MEDLINE | ID: mdl-34062486

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.


Azoospermia/diagnosis , Fertility/drug effects , Immune Checkpoint Inhibitors/adverse effects , Melanoma/drug therapy , Skin Neoplasms/drug therapy , Uveal Neoplasms/drug therapy , Adult , Azoospermia/chemically induced , Azoospermia/immunology , Cross-Sectional Studies , Cryopreservation , Fertility/immunology , Fertility Preservation , Humans , Male , Melanoma/immunology , Middle Aged , Pilot Projects , Referral and Consultation , Semen Analysis , Skin Neoplasms/immunology , Spermatogenesis/drug effects , Spermatogenesis/immunology , Uveal Neoplasms/immunology
9.
Int Immunopharmacol ; 96: 107816, 2021 Jul.
Article En | MEDLINE | ID: mdl-34162166

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.


Gene Expression Regulation, Neoplastic , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/genetics , Melanoma/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology , Uveal Neoplasms/genetics , Uveal Neoplasms/immunology , Humans , Prognosis
10.
J Exp Clin Cancer Res ; 40(1): 154, 2021 May 04.
Article En | MEDLINE | ID: mdl-33947438

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.


Melanoma/immunology , Uveal Neoplasms/immunology , Aged , Female , Humans , Male , Melanoma/mortality , Middle Aged , Neoplasm Metastasis , Survival Analysis , Tumor Microenvironment , Uveal Neoplasms/mortality
11.
Int J Mol Sci ; 22(5)2021 Mar 06.
Article En | MEDLINE | ID: mdl-33800878

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.


Lymphocytes, Tumor-Infiltrating/pathology , Melanoma/pathology , Neovascularization, Pathologic/physiopathology , Uveal Neoplasms/pathology , Aged , Animals , Antigen Presentation , Cluster Analysis , Datasets as Topic , Disease-Free Survival , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunotherapy , Kaplan-Meier Estimate , Lymphocyte Subsets/pathology , Macrophages/pathology , Male , Melanoma/blood supply , Melanoma/genetics , Melanoma/immunology , Metabolic Networks and Pathways , Middle Aged , Neovascularization, Pathologic/genetics , Prognosis , Signal Transduction , Stromal Cells/pathology , Tumor Microenvironment , Uveal Neoplasms/blood supply , Uveal Neoplasms/genetics , Uveal Neoplasms/immunology
12.
Cancer Med ; 10(8): 2618-2626, 2021 04.
Article En | MEDLINE | ID: mdl-33724676

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.


Immune Checkpoint Inhibitors/therapeutic use , Melanoma/drug therapy , Melanoma/immunology , Uveal Neoplasms/drug therapy , Uveal Neoplasms/immunology , Aged , Female , Humans , Kaplan-Meier Estimate , L-Lactate Dehydrogenase/blood , Lymphocyte Count , Male , Melanoma/mortality , Middle Aged , Neutrophils , Prognosis , Retrospective Studies , Treatment Outcome , Uveal Neoplasms/mortality
13.
Expert Opin Investig Drugs ; 30(5): 555-569, 2021 May.
Article En | MEDLINE | ID: mdl-33650931

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.


Immune Checkpoint Inhibitors/pharmacology , Immunotherapy/methods , Melanoma/drug therapy , Uveal Neoplasms/drug therapy , Animals , Biomarkers, Tumor/metabolism , Humans , Immune Checkpoint Inhibitors/administration & dosage , Melanoma/immunology , Melanoma/pathology , Neoplasm Metastasis , Precision Medicine , Uveal Neoplasms/immunology , Uveal Neoplasms/pathology
14.
J Immunother Cancer ; 9(1)2021 01.
Article En | MEDLINE | ID: mdl-33479026

BACKGROUND: Uveal melanoma (UM) is the most frequent intraocular malignancy and is resistant to immunotherapy. Nearly 50% of patients with UM develop metastatic disease, and the overall survival outcome remains very poor. Therefore, a treatment regimen that simultaneously targets primary UM and prevents metastasis is needed. Here, we suggest an immunotherapeutic strategy for UM involving a combination of local photodynamic therapy (PDT), rho-kinase (ROCK) inhibitor, and PD-1/PD-L1 immune checkpoint blockade. METHODS: The antitumor efficacy and immune response of monotreatment or combinational treatment were evaluated in B16F10-bearing syngeneic mouse models. Abscopal antitumor immune responses induced by triple-combinational treatment were validated in syngeneic bilateral B16F10 models. After each treatment, the immune profiles and functional examinations were assessed in tumors and tumor draining lymph nodes by flow cytometry, ELISA, and immunofluorescence assays. In orthotopic intraocular melanoma models, the location of the immune infiltrate in the tumor microenvironment (TME) was evaluated after each treatment by multiplex immunohistochemistry and metastatic nodules were monitored. RESULTS: PDT with Ce6-embedded nanophotosensitizer (FIC-PDT) elicited immunogenic cell death and stimulated antigen-presenting cells. In situ immunogenic clearance induced by a combination of FIC-PDT with ripasudil, a clinically approved ROCK inhibitor, stimulated antigen-presenting cells, which in turn primed tumor-specific cytotoxic T cells. Moreover, local immunogenic clearance sensitized PD-1/PD-L1 immune checkpoint blockade responses to reconstruct the TME immune phenotypes of cold tumors into hot tumors, resulting in recruitment of robust cytotoxic CD8+ T cells in the TME, propagation of systemic antitumor immunity to mediate abscopal effects, and prolonged survival. In an immune-privileged orthotopic intraocular melanoma model, even low-dose FIC-PDT and ripasudil combined with anti-PD-L1 antibody reduced the primary tumor burden and prevented metastasis. CONCLUSIONS: A combination of localized FIC-PDT and a ROCK inhibitor exerted a cancer vaccine-like function. Immunogenic clearance led to the trafficking of CD8+ T cells into the primary tumor site and sensitized the immune checkpoint blockade response to evoke systemic antitumor immunity to inhibit metastasis, one of the major challenges in UM therapy. Thus, immunogenic clearance induced by FIC-PDT and ROCK inhibitor combined with anti-PD-L1 antibody could be a potent immunotherapeutic strategy for UM.


Immune Checkpoint Inhibitors/administration & dosage , Isoquinolines/administration & dosage , Melanoma, Experimental/drug therapy , Melanoma/drug therapy , Photochemotherapy/methods , Sulfonamides/administration & dosage , Uveal Neoplasms/drug therapy , Animals , Antigen-Presenting Cells/metabolism , Cell Line, Tumor , Drug Synergism , Humans , Immune Checkpoint Inhibitors/pharmacology , Isoquinolines/pharmacology , Male , Melanoma/immunology , Melanoma, Experimental/immunology , Mice , Neoplasm Metastasis , Sulfonamides/pharmacology , Transplantation, Isogeneic , Treatment Outcome , Tumor Microenvironment , Uveal Neoplasms/immunology , Xenograft Model Antitumor Assays
15.
Clin Cancer Res ; 27(5): 1516-1525, 2021 03 01.
Article En | MEDLINE | ID: mdl-33323400

PURPOSE: Melanoma is a biologically heterogeneous disease composed of distinct clinicopathologic subtypes that frequently resist treatment. To explore the evolution of treatment resistance and metastasis, we used a combination of temporal and multilesional tumor sampling in conjunction with whole-exome sequencing of 110 tumors collected from 7 patients with cutaneous (n = 3), uveal (n = 2), and acral (n = 2) melanoma subtypes. EXPERIMENTAL DESIGN: Primary tumors, metastases collected longitudinally, and autopsy tissues were interrogated. All but 1 patient died because of melanoma progression. RESULTS: For each patient, we generated phylogenies and quantified the extent of genetic diversity among tumors, specifically among putative somatic alterations affecting therapeutic resistance. CONCLUSIONS: In 4 patients who received immunotherapy, we found 1-3 putative acquired and intrinsic resistance mechanisms coexisting in the same patient, including mechanisms that were shared by all tumors within each patient, suggesting that future therapies directed at overcoming intrinsic resistance mechanisms may be broadly effective.


Drug Resistance, Neoplasm/genetics , Evolution, Molecular , Immunotherapy/methods , Melanoma/pathology , Mutation , Skin Neoplasms/pathology , Uveal Neoplasms/pathology , Biomarkers, Tumor , Humans , Melanoma/drug therapy , Melanoma/genetics , Melanoma/immunology , Prognosis , Skin Neoplasms/drug therapy , Skin Neoplasms/genetics , Skin Neoplasms/immunology , Uveal Neoplasms/drug therapy , Uveal Neoplasms/genetics , Uveal Neoplasms/immunology
16.
J Immunother Cancer ; 8(2)2020 11.
Article En | MEDLINE | ID: mdl-33203661

BACKGROUND: To date, no systemic therapy, including immunotherapy, exists to improve clinical outcomes in metastatic uveal melanoma (UM) patients. To understand the role of immune infiltrates in the genesis, metastasis, and response to treatment for UM, we systematically characterized immune profiles of UM primary and metastatic tumors, as well as samples from UM patients treated with immunotherapies. METHODS: Relevant immune markers (CD3, CD8, FoxP3, CD68, PD-1, and PD-L1) were analyzed by immunohistochemistry on 27 primary and 31 metastatic tumors from 47 patients with UM. Immune gene expression profiling was conducted by NanoString analysis on pre-treatment and post-treatment tumors from patients (n=6) receiving immune checkpoint blockade or 4-1BB and OX40 dual costimulation. The immune signature of UM tumors responding to immunotherapy was further characterized by Ingenuity Pathways Analysis and validated in The Cancer Genome Atlas data set. RESULTS: Both primary and metastatic UM tumors showed detectable infiltrating lymphocytes. Compared with primary tumors, treatment-naïve metastatic UM showed significantly higher levels of CD3+, CD8+, FoxP3+ T cells, and CD68+ macrophages. Notably, levels of PD-1+ infiltrates and PD-L1+ tumor cells were low to absent in primary and metastatic UM tumors. No metastatic organ-specific differences were seen in immune infiltrates. Our NanoString analysis revealed significant differences in a set of immune markers between responders and non-responders. A group of genes relevant to the interferon-γ signature was differentially up-expressed in the pre-treatment tumors of responders. Among these genes, suppressor of cytokine signaling 1 was identified as a marker potentially contributing to the response to immunotherapy. A panel of genes that encoded pro-inflammatory cytokines and molecules were expressed significantly higher in pre-treatment tumors of non-responders compared with responders. CONCLUSION: Our study provides critical insight into immune profiles of UM primary and metastatic tumors, which suggests a baseline tumor immune signature predictive of response and resistance to immunotherapy in UM.


Biomarkers, Tumor/metabolism , Immunotherapy/methods , Melanoma/drug therapy , Melanoma/immunology , Uveal Neoplasms/drug therapy , Uveal Neoplasms/immunology , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
17.
Aging (Albany NY) ; 12(20): 20254-20267, 2020 10 26.
Article En | MEDLINE | ID: mdl-33100273

The tumor microenvironment is known to play an important role in uveal melanoma. Reliable prognostic signatures are needed to aid high risk patients and improve prognosis. Uveal melanoma tissues from three public datasets were analyzed. RNA sequence data of uveal melanoma and corresponding clinical features were obtained from The Cancer Genome Atlas database. Immune and stromal scores were calculated by applying the "ESTIMATE" algorithm. The samples were divided into high and low immune or stromal score groups. We constructed prognostic models by using the 'lasso' package and tested them for 500 iterations. The cell signature was validated in another GSE44295 and GSE84976 datasets. We found that the median survival time of the low immune/stromal score group is longer than that of the high-score group. Thirteen immune cells and one stromal cell were concerned significant in predicting poor overall survival rate. Finally, a four-cell model was identified. Further validation revealed that the low-risk group has a significantly better survival than the high-risk group in another two datasets (P < 0.05). Moreover, the high-risk group is more sensitive to immunotherapy and chemotherapy. Summarizing, the proposed immune cells signature is a promising biomarker for estimating overall survival in uveal melanoma.


Algorithms , Biomarkers, Tumor/genetics , Decision Support Techniques , Gene Expression Profiling , Melanoma/genetics , Stromal Cells/metabolism , Transcriptome , Tumor Microenvironment , Uveal Neoplasms/genetics , Biomarkers, Tumor/metabolism , Clinical Decision-Making , Databases, Genetic , Female , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Male , Melanoma/immunology , Melanoma/mortality , Melanoma/therapy , Middle Aged , Predictive Value of Tests , Prognosis , Reproducibility of Results , Risk Assessment , Risk Factors , Stromal Cells/pathology , Uveal Neoplasms/immunology , Uveal Neoplasms/mortality , Uveal Neoplasms/therapy
18.
Rom J Ophthalmol ; 64(2): 190-194, 2020.
Article En | MEDLINE | ID: mdl-32685786

The height of the adult individual is a balance of the expression of some genetic factors (especially the Y-M 170 haplotype of the Y chromosome) and the environment (nutrition and morbidity during childhood). Higher height is associated with a low risk of developing coronary heart disease, hypertension, gastroesophageal reflux, diaphragmatic hernia, but with a higher risk for atrial fibrillation, venous thromboembolism, intervertebral disc pathology, vasculitis and cancer. The research consisted of a retrospective observational study on patients who received immunotherapy (IT) with nivolumab for cutaneous and ocular melanoma neoplasms. We intended to highlight the associations between the duration of immunotherapy and sex profiles, age, anthropometric data (height, weight). Even though the number of available cases was relatively small (42), an inverse association between the body mass index of the subjects and the duration of immunotherapy could be proved, a more expressed association in case of male patients.


Anthropometry/methods , Immunity, Cellular , Immunotherapy/methods , Melanoma/therapy , Skin Neoplasms/therapy , Uveal Neoplasms/therapy , Adult , Aged , Aged, 80 and over , Body Mass Index , Female , Follow-Up Studies , Humans , Male , Melanoma/immunology , Middle Aged , Retrospective Studies , Risk Factors , Skin Neoplasms/immunology , Uveal Neoplasms/immunology , Melanoma, Cutaneous Malignant
20.
Artif Cells Nanomed Biotechnol ; 48(1): 912-919, 2020 Dec.
Article En | MEDLINE | ID: mdl-32496920

Uveal melanoma (UM) is the most frequent primary ocular tumour among adults. Here, we aimed to establish the immune cell-based signature to predict the overall survival (OS) of UM patients. The mRNA profile and matched clinical records of 80 UM patients were downloaded from The Cancer Genome Atlas (TCGA) database. CIBERSORT was used to verify the immune cell types of individuals. The univariate analysis found the CD8+ T cell, monocyte, CD4+ memory T cell (resting) and mast cell (resting) were significantly associated with the OS of UM patients. Subsequently, the LASSO Cox regression test was applied to establish the signature, by which the patients were separated into high- and low-risk subgroups. The Kaplan-Meier analyses found for these patients in the high-risk group had a poor survival rate than those in the low-risk group. The predictive value and stability were confirmed by the receiver operative characteristics curves. Pathway analyses found that the differentially expressed genes between the high- and low-risk subgroups were mainly centralised on immune response-related pathways. Further, the comparison of our signature with clinicopathological records confirmed its superiority and independence. In summary, we established an immune cell-based prognosis-predicting signature for UM patients, which will benefit the individual's treatment.


Computational Biology , Melanoma/immunology , Uveal Neoplasms/immunology , Databases, Genetic , Gene Ontology , Genomics , Humans , Kaplan-Meier Estimate , Melanoma/diagnostic imaging , Melanoma/genetics , Prognosis , RNA-Seq , ROC Curve , Risk Assessment , Uveal Neoplasms/diagnostic imaging , Uveal Neoplasms/genetics
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