Progression-free Survival In Melanoma Patients Research Articles

Prognostic value of body composition on survival outcomes in melanoma patients receiving immunotherapy.

The influence of body composition on the effectiveness of immune checkpoint inhibitors (ICIs) in patients with melanoma is still uncertain in clinical practice. Therefore, the objective of this study was to examine the potential association between body composition and clinical outcomes in patients with melanoma undergoing ICIs treatment. A systematic literature search was performed across several databases, including PubMed, Embase, Cochrane Library and Google Scholar, to gather relevant studies. The primary outcomes of interest were overall survival (OS) and progression-free survival (PFS), assessed by hazard ratios (HR). Secondary outcomes, such as adverse events (AE), were evaluated using odds ratios (OR). This meta-analysis comprised ten articles involving a total of 1,283 patients. Systemic analysis of all collected evidence revealed that body composition, including low skeletal muscle index (SMI) (OS: HR = 1.66, 95% CI = 1.13-2.43, p = 0.010; PFS: HR = 1.28, 95% CI = 1.06-1.55, p = 0.009), high subcutaneous adipose tissue density (SMD) (OS: HR = 1.93, 95% CI = 1.09-3.44, p = 0.025; PFS: HR = 1.31, 95% CI = 1.06-1.63, p = 0.012), and sarcopenia (OS: HR = 1.25, 95% CI = 1.03-1.51, p = 0.022; PFS: HR = 1.25, 95% CI = 1.03-1.51, p = 0.022), were significantly associated with OS and PFS in melanoma patients treated with ICIs. However, these markers did not show a significant association with treatment-related adverse events. Interestingly, no significant correlation was found between visceral fat index (VFI) (OS: HR = 0.71, 95% CI = 0.29-1.76, p = 0.462; PFS: HR = 0.98, 95% CI = 0.93-1.02, p = 0.274) and OS or PFS in melanoma patients under ICIs treatment. Body composition was found to be associated with decreased treatment response and lower long-term efficacy in patients with melanoma undergoing immune checkpoint inhibitor (ICI) therapy. However, it is important to note that body composition did not appear to contribute to increased incidence of adverse events in these patients.

Baseline metastatic growth rate is an independent prognostic marker in patients with advanced BRAF V600 mutated melanoma receiving targeted therapy

BackgroundTargeted therapy (TT) of BRAF V600 mutated unresectable melanoma with inhibitors of the MAPK pathway achieves response rates of up to 76%, but most patients develop secondary resistance. Albeit TT is strikingly efficacious during the first days of treatment, even in advanced cases, long-term survival is highly unlikely, especially in patients with unfavorable baseline characteristics like elevated lactate dehydrogenase (LDH). In patients treated with anti-PD-1 immune checkpoint inhibitors, elevated baseline metastatic growth rate (MGR) was the most important prognostic factor. Here, we aimed at investigating the prognostic impact of MGR in patients with unresectable melanoma receiving TT. MethodsClinical records of 242 patients with at least one measurable target lesion (TL) receiving TT at seven skin cancer centers were reviewed. Baseline MGR was determined measuring the largest TL at baseline and at one earlier timepoint. ResultsOverall survival (OS) and progression-free survival (PFS) were significantly impaired in patients with an MGR > 3.9 mm/month (median OS: 11.4 vs. 35.5 months, P < 0.0001; median PFS: 4.8 vs. 9.2 months, P < 0.0001). Multivariable analysis of OS and PFS revealed that the prognostic impact of elevated MGR was independent of LDH, presence of brain and liver metastases, tumor burden, and line of treatment. The prognostic significance of elevated MGR was highest in patients with normal LDH. ConclusionsBaseline MGR is an important independent prognostic marker for OS and PFS in melanoma patients treated with TT. Its implementation in clinical routine is easy and could facilitate the prognostic stratification.

Clinical outcomes of immune checkpoint inhibitor diabetes mellitus at a comprehensive cancer center.

Introduction: Immune checkpoint inhibitor-associated diabetes mellitus (ICI-DM) is a rare adverse event. In this study, we characterize clinical outcomes of patients with ICI-DM and evaluate survival impact of this complication on melanoma patients. Research design & methods: We conducted a retrospective review of 76 patients diagnosed with ICI-DM from April 2014 to December 2020. Results: 68% of patients presented in diabetic ketoacidosis, 16% had readmissions for hyperglycemia, and hypoglycemia occurred in 70% of patients after diagnosis. Development of ICI-DM did not impact overall survival or progression-free survival in melanoma patients. Conclusion: Development of ICI-DM is associated with long-term insulin dependence and pancreatic atrophy; the use of diabetes technology in this patient population can help improve glycemic control.

A novel gene prognostic signature lymphocyte cytosolic protein 2 regulates melanoma progression by activating tumor-infiltrating CD8+ T-cells through the interferon regulatory factor 5 signaling pathway

Cutaneous malignant melanoma is the most lethal skin cancer. The advent of immunotherapy has revolutionized the status of clinical therapies of melanoma, which brought new hope to these patients. However, only a small proportion of patients are responders. Therefore, the identification of novel prognostic and immune-related biomarkers is crucial to guide the development of melanoma clinical treatments. Herein, RNA-seq data of the cutaneous melanoma from public database were used for identifying prognostic gene signatures, and we found that lymphocyte cytosolic protein 2 (LCP2) was highly expressed in melanoma patient, which was associated with better prognosis for melanoma. Kyoto Encyclopedia of Genes and Genomes and gene ontology analyses demonstrated that the differentially expressed genes are significantly involved in lysosome, B-cell receptor signaling pathways, Fc epsilon RI signaling pathway, and T-cell receptor signaling pathway, indicating that these signaling pathways play important roles in melanoma. LCP2 expression was positively correlated with CD8+ T-cell and the overall survival of melanoma patients, and this positive correlation was directly confirmed by fluorescence-activated cell sorting experiment. The in vivo experiment showed that LCP2 knockdown significantly promoted the melanoma progression and decreased interferon regulatory factor 5 (IRF5) expression. In conclusion, we identified that LCP2 is a possible prognostic gene signature for progression-free survival of melanoma patients and regulates melanoma progression by activating tumor-infiltrating CD8+ T-cells through the IRF5 signaling pathway, indicating that LCP2 could serve as a prognostic biomarker and therapeutic target in immunotherapy.

An immune risk score predicts progression-free survival of melanoma patients in South China receiving anti-PD-1 inhibitor therapy-a retrospective cohort study examining 66 circulating immune cell subsets.

Immune checkpoint blockade inhibitor (ICI) therapy offers significant survival benefits for malignant melanoma. However, some patients were observed to be in disease progression after the first few treatment cycles. As such, it is urgent to find convenient and accessible indicators that assess whether patients can benefit from ICI therapy. In the training cohort, flow cytometry was used to determine the absolute values of 66 immune cell subsets in the peripheral blood of melanoma patients (n=29) before treatment with anti-PD-1 inhibitors. The least absolute shrinkage and selection operator (LASSO) Cox regression model was followed for the efficacy of each subset in predicting progression-free survival. Then we validated the performance of the selected model in validation cohorts (n=20), and developed a nomogram for clinical use. A prognostic immune risk score composed of CD1c+ dendritic cells and three subsets of T cells (CD8+CD28+, CD3+TCRab+HLA-DR+, CD3+TCRgd+HLA-DR+) with a higher prognostic power than individual features (AUC = 0.825). Using this model, patients in the training cohort were divided into high- and low-risk groups with significant differences in mean progression-free survival (3.6 vs. 12.3 months), including disease control rate (41.2% vs. 91.7%), and objective response rate (17.6% vs. 41.6%). Integrating four-immune cell-subset based classifiers and three clinicopathologic risk factors can help to predict which patients might benefit from anti-PD-1 antibody inhibitors and remind potential non-responders to pursue effective treatment options in a timely way. The prognostic immune risk score including the innate immune and adaptive immune cell populations could provide an accurate prediction efficacy in malignant melanoma patients with ICI therapy.

Abstract 1179: Rational combinations with the dual RAF/MEK inhibitor VS-6766 for treatment of cutaneous melanoma harboring BRAF, NRAS, NF1 or CRAF mutations

Abstract VS-6766 is a unique dual RAF/MEK inhibitor which blocks MEK activity without the compensatory MEK activation that limits the efficacy of MEKi. VS-6766 produced clinical responses as a single agent in gynecological cancers and KRAS mutant non-small cell lung cancer (NSCLC) (Guo Lancet Oncology 2020). Clinical responses were also observed with VS-6766 in combination with the focal adhesion kinase (FAK) inhibitor defactinib in patients with low-grade serous ovarian cancer and KRAS mutant NSCLC. In patients with advanced cutaneous melanoma, mutations in the RAS/RAF/MEK/ERK (MAPK) pathway occur mainly in BRAF (41%), NRAS (27%), NF1 (25%) and CRAF (2.6%) (AACR Genie v10). Although several selective BRAFV600 inhibitors (BRAFi) are FDA-approved alone or in combination with MEK-only inhibitors (MEKi) for melanomas with BRAFV600E/K, there is still a need for agents to improve response rate, duration of response, and tolerability. There are no targeted therapy options for melanoma patients carrying NRAS or NF1 mutations following progression on immune checkpoint inhibitors. Using low passage cell lines derived from patients with metastatic melanoma and extensively profiled for genomic alterations together with commercially available immortalized human melanoma cell lines, all of which carried mutations in the MAPK pathway, we tested the activity of VS-6766 alone or in combination with other agents. In vitro proliferation assays showed that VS-6766 is as potent as BRAFi in BRAFV600E melanoma cell lines and is more potent than pan-RAF inhibitors in melanoma cell lines bearing NRAS, NF1 or CRAF mutations. We next tested rational combinations of VS-6766 with other agents in specific genetic backgrounds. In BRAFV600E melanoma cell lines, combination of VS-6766 with BRAFi (encorafenib, vemurafenib, dabrafenib) showed greater synergy than combination of MEKi (binimetinib, cobimetinib, trametinib) with BRAFi. Since ~65% of BRAF or NRAS mutant melanomas co-express mutations in the PI3K/AKT/mTOR pathway, we tested the combination of VS-6766 with the mTOR inhibitor everolimus. VS-6766 was synergistic with everolimus in reducing the viability of melanoma cells harboring BRAF or NRAS mutations. Because CDK4/6 pathway activation has been correlated with poor progression-free survival in melanoma patients treated with BRAFi combined with MEKi, we tested the combination of VS-6766 with the CDK4/6 inhibitor abemaciclib. We found that VS-6766 was synergistic with abemaciclib in reducing viability of melanoma cell lines. Additional combinations with VS-6766 are currently being tested and will be reported. These preclinical data support clinical testing of VS-6766 in rational combinations for treatment of cutaneous melanoma with BRAF, NRAS, NF1 or CRAF mutations. In clinical trials, a recommended phase 2 dose has been defined for the combination of VS-6766 with everolimus. Citation Format: Antonella Bacchiocchi, Silvia Coma, Sanjib Chowdhury, Mario Sznol, Ruth Halaban, Jonathan A. Pachter. Rational combinations with the dual RAF/MEK inhibitor VS-6766 for treatment of cutaneous melanoma harboring BRAF, NRAS, NF1 or CRAF mutations [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1179.

Elevated Neutrophil-to-Lymphocyte Ratio Is Associated With Poor Outcomes for Melanoma Patients Treated With PD-1 Inhibitor or Chemotherapy in a Chinese Population.

Background: Previous studies have suggested that an elevated pre-treatment neutrophil-to-lymphocyte ratio (NLR) is associated with worse outcomes in patients with a variety of cancers. The purpose of this retrospective analysis is to investigate the prognostic value of the NLR in a Chinese melanoma population.Methods: Melanoma patients were divided into two groups based on pre-treatment NLR values (≥3 vs. <3). Cox proportional hazard regression analysis and the Kaplan-Meier method were employed to study the prognostic role of the NLR for overall survival (OS) and progression-free survival (PFS).Results: A total of 159 melanoma patients were included in this study, including 40 patients treated with PD-1 inhibitor and 119 patients treated with chemotherapy. In the PD-1 inhibitor group, the median OS was 18.0 months in the low NLR subgroup and 5.6 months in the high NLR subgroup; the median PFS was 7.0 and 2.2 months, respectively. In chemotherapy group, the median OS was 23.0 months in the low NLR group and 8.0 months in the high NLR group, and the median PFS was 9.0 and 4.0 months, respectively. Multivariate analysis showed that the NLR was significantly associated with OS and PFS in melanoma patients treated with either PD-1 inhibitor immunotherapy or chemotherapy.Conclusion: In the Chinese population, an elevated NLR was closely related to worse survival in patients with melanoma treated with either PD-1 inhibitor monotherapy or chemotherapy.

Prognostic and predictive value of PD-L2 DNA methylation and mRNA expression in melanoma

BackgroundPD-L1 (programmed cell death 1 ligand 1) expression in melanoma has been associated with a better response to anti-PD-1 (programmed cell death 1) therapy. However, patients with PD-L1-negative melanomas can respond to anti-PD-1 blockade, suggesting that the other PD-1 ligand, PD-L2 (programmed cell death 1 ligand 2), might also be relevant for efficacy of PD-1 inhibition. We investigated PD-L2 expression and methylation as a prognostic and predictive biomarker in melanoma.MethodsDNA methylation at five CpG loci and gene expression of PD-L2 were evaluated with regard to survival in 470 melanomas from The Cancer Genome Atlas. PD-L2 promoter methylation in correlation with PD-L2 mRNA and protein expression was analyzed in human melanoma cell lines. Prognostic and predictive value of PD-L2 methylation was validated using quantitative methylation-specific PCR in a multicenter cohort of 129 melanoma patients receiving anti-PD-1 therapy. mRNA sequencing data of 121 melanoma patients receiving anti-PD-1 therapy provided by Liu et al. were analyzed for PD-L2 mRNA expression.ResultsWe found significant correlations between PD-L2 methylation and mRNA expression levels in melanoma tissues and cell lines. Interferon-γ inducible PD-L2 protein expression correlated with PD-L2 promoter methylation in melanoma cells. PD-L2 DNA promoter hypomethylation and high mRNA expression were found to be strong predictors of prolonged overall survival. In pre-treatment melanoma samples from patients receiving anti-PD-1 therapy, low PD-L2 DNA methylation and high PD-L2 mRNA expression predicted longer progression-free survival.ConclusionPD-L2 expression seems to be regulated via DNA promoter methylation. PD-L2 DNA methylation and mRNA expression may predict progression-free survival in melanoma patients receiving anti-PD-1 immunotherapy. Assessment of PD-L2 should be included in further clinical trials with anti-PD-1 antibodies.

Transcripts 202 and 205 of IL-6 confer resistance to Vemurafenib by reactivating the MAPK pathway in BRAF(V600E) mutant melanoma cells

BRAF mutations occur in approximately 50% of melanoma patients. The mutated BRAF kinase continuously activates the mitogen-activated protein kinase (MAPK) pathway to promote cell growth and proliferation. Vemurafenib as a specific BRAF inhibitor can significantly prolong progression-free survival in melanoma patients. However, most patients developed resistance to Vemurafenib after 6 months. The mechanism of drug resistance is not yet fully understood. In this study, we found that proteins secreted by drug-resistant cells protect sensitive cells from Vemurafenib. By RNA-seq, we compared differentially expressed genes between resistant and sensitive cells. We demonstrated that drug-resistant cells secrete more IL-6 protein than sensitive cells. For the first time, we found that IL-6 expressed by drug-resistant cells consists of the following transcripts: IL6-201, IL6-202 and IL6-205. We confirmed that it is the IL6-202 and IL6-205 transcripts that confer drug resistance to Vemurafenib by reactivating the MAPK pathway while IL6-201 is not responsible for the resistance in A375 melanoma cells. Neutralizing IL-6 significantly increased the sensitivity of drug-resistant cells to Vemurafenib. Overall, these results reveal a new mechanism of drug resistance in melanoma.

Reciprocal change in Glucose metabolism of Cancer and Immune Cells mediated by different Glucose Transporters predicts Immunotherapy response.

The metabolic properties of tumor microenvironment (TME) are dynamically dysregulated to achieve immune escape and promote cancer cell survival. However, in vivo properties of glucose metabolism in cancer and immune cells are poorly understood and their clinical application to development of a biomarker reflecting immune functionality is still lacking.Methods: We analyzed RNA-seq and fluorodeoxyglucose (FDG) positron emission tomography profiles of 63 lung squamous cell carcinoma (LUSC) specimens to correlate FDG uptake, expression of glucose transporters (GLUT) by RNA-seq and immune cell enrichment score (ImmuneScore). Single cell RNA-seq analysis in five lung cancer specimens was performed. We tested the GLUT3/GLUT1 ratio, the GLUT-ratio, as a surrogate representing immune metabolic functionality by investigating the association with immunotherapy response in two melanoma cohorts.Results: ImmuneScore showed a negative correlation with GLUT1 (r = -0.70, p < 0.01) and a positive correlation with GLUT3 (r = 0.39, p < 0.01) in LUSC. Single-cell RNA-seq showed GLUT1 and GLUT3 were mostly expressed in cancer and immune cells, respectively. In immune-poor LUSC, FDG uptake was positively correlated with GLUT1 (r = 0.27, p = 0.04) and negatively correlated with ImmuneScore (r = -0.28, p = 0.04). In immune-rich LUSC, FDG uptake was positively correlated with both GLUT3 (r = 0.78, p = 0.01) and ImmuneScore (r = 0.58, p = 0.10). The GLUT-ratio was higher in anti-PD1 responders than nonresponders (p = 0.08 for baseline; p = 0.02 for on-treatment) and associated with a progression-free survival in melanoma patients who treated with anti-CTLA4 (p = 0.04).Conclusions: Competitive uptake of glucose by cancer and immune cells in TME could be mediated by differential GLUT expression in these cells.

Abstract 2779: miR-142-3p as a regulator of RAC1 and a prognostic factor in melanoma

Abstract In order to identify miRNAs able to distinguish melanoma patients with good or poor prognosis, the expression profile of a panel of miRNAs evaluated in primary melanoma samples from 65 patients was compared to clinicopathological data from these patients (Breslow’s depth, mitotic counts, metastasis progression and survival). The miR-142-3p was identified as presenting at least 2-fold reduced expression in melanoma samples from patients with poor prognosis for 3 of 4 clinical parameters analyzed compared to melanoma samples from patients with good prognosis. The miR-142-3p expression was validated by RT-qPCR in primary human melanoma samples, confirming a significant lower expression in melanoma patients with poor prognosis compared to those with good prognosis. Searching for miR-142-3p mRNA targets in melanoma, the gene expression profile was analyzed by gene microarrays in a wild type and miR-142-3p overexpressing melanoma cell line. RAC1, ITGB8 e GNB2 were found as potential targets of this miRNA. Protein expression analyses in melanoma cell lines overexpressing the miR-142-3p reinforced the regulation of RAC1 by this miRNA. Functional assays showed that the overexpression of miR-142-3p leads to a reduced migratory ability compared to control cells, indicating its role in cell migration process. Finally, multivariate COX analyses demonstrated that high levels of RAC1 and reduced levels of miR-142-3p predict poor progression-free survival of melanoma patients, revealing these molecules as potential prognostic biomarkers for melanoma patients. Supported by FAPESP, CNPQ and CAPES Short title: miR-142-3p as a prognostic factor in melanoma Note: This abstract was not presented at the meeting. Citation Format: Adriana T. Cruz, Júlia A. Morata, Ana C. Monteiro, Ana Luísa P. Ayub, Roseli S. Soares, André Fujita, Fernando Andrade, Victor Tron, Miriam G. Jasiulionis. miR-142-3p as a regulator of RAC1 and a prognostic factor in melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2779.

Abstract 473: A tumor and immune related miRNA signature predicts progression-free survival of melanoma patients treated with ipilimumab

Abstract Background Patients with regionally advanced melanoma were treated with neoadjuvant ipilimumab in a previously reported study (Tarhini et al, PLOS One 2014). MicroRNA (miRNA) expression profiles of tumors of treated patients were investigated for their therapeutic predictive value. Methods Patients were treated with ipilimumab (10 mg/kg IV every 3 weeks x2 doses) bracketing surgery. Tumor specimens were obtained at baseline and following ipilimumab at definitive surgery (week 6-8). MiRNA expression profiling was performed on the tumor biopsies of 30 patients using Affymetrix miRNA array (v.4). Significance Analysis of Microarrays (SAM) was performed to test the association of each differentially expressed miRNA molecule with outcome. Targets of the selected miRNAs were obtained from miRTarBase (http://mirtarbase.mbc.nctu.edu.tw). Functional annotation analysis of the list of miRNA target genes were performed using DAVID (https://david.ncifcrf.gov). The FDR method was used to adjust for multiple testing in SAM and the functional analysis. Results An expression profile consisting of a 4-miRNA signature was associated with improved progression free survival. The signature consisted of miR-34c (previously reported to suppress cancer growth and invasion), miR-711 (reported as a prognostic marker in cutaneous T-cell lymphomas and to target and suppress Heat Shock Protein 70 highly expressed in melanoma), miR-641 (activates MAPK by targeting NF1 and cooperates with its host gene AKT2 in human cancer) and miR-22 (reported to function as a tumour suppressor). Functional annotation analysis of target genes for the 4-miRNA signature was statistically significantly enriched for various cancer-related pathways including regulation of cell proliferation (GO:0042147), regulation of apoptosis (GO:0042981), MAPK signaling pathway (hsa04010) and positive regulation of T cell activation (GO:0050870). Conclusions MiRNA expression profiling identified a 4-miRNA signature that is significantly associated with PFS in advanced melanoma patients treated with neoadjuvant ipilimumab. Preliminary results show that targets of these 4 miRNAs are biologically relevant and important. These findings warrant further investigation in relation to ipilimumab and other immunotherapeutics. Citation Format: Ahmad Tarhini, Priyanka Vallabhaneni, Theofanis Floros, William A. LaFramboise, Panayiotis V. Benos, Lucas Santana dos Santos. A tumor and immune related miRNA signature predicts progression-free survival of melanoma patients treated with ipilimumab. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 473.

Increased Serum Concentration of Angiogenic Factors in Malignant Melanoma Patients Correlates With Tumor Progression and Survival

To determine the predictive value of the angiogenic serum factors angiogenin, vascular endothelial growth factor (VEGF), basic fibroblast growth factor (bFGF), and interleukin-8 (IL-8) for the prognosis of patients with malignant melanoma. Angiogenin, VEGF, bFGF, and IL-8 were measured in sera of 125 melanoma patients with different stages of disease and with or without current therapy including interferon alfa and different cytostatics in comparison with 30 healthy controls using enzyme-linked immunosorbent assay. Serum levels of angiogenin, VEGF, bFGF, and IL-8 were significantly increased in melanoma patients compared with healthy controls. Elevated serum concentrations of VEGF, bFGF, and IL-8 were associated with advanced disease stages and tumor burden. Cytostatic therapy of patients was accompanied by increased serum levels of angiogenin, bFGF, and IL-8. As shown by univariate analysis, elevated serum levels of VEGF (P = .0001 and .0036), bFGF (P < .00005 and < .00005), and IL-8 (P < .00005 and < .00005) were strongly correlated with a poor overall and progression-free survival, respectively. Multivariate analysis revealed stage of disease (P = .0238), tumor burden (P = .0347), VEGF (P = .0036), bFGF (P = .0252), and IL-8 (P = .0447) as independent predictive factors of overall survival. Tumor burden (P = .0081), VEGF (P = .0245), and IL-8 (P = .0089) were found as independent predictive factors of progression-free survival. Our data suggest that the angiogenic serum factors VEGF, bFGF, and IL-8 are useful predictive markers for overall and progression-free survival in melanoma patients.