Melanoma, Cutaneous Malignant

  • 文章类型: Journal Article
    背景:作为RNA水平上最重要的修饰,N6-甲基腺苷(m6A-)和5-甲基胞嘧啶(m5C-)修饰可能对RNA具有直接影响。长链非编码RNA(lncRNA)也可以通过甲基胞嘧啶修饰来修饰。与mRNA相比,lncRNAs的功能在一定程度上可能在肿瘤发生等生物过程中更有效。直到现在,罕见的报道与皮肤黑色素瘤有关。在这里,我们想知道m6A-和m5C-修饰的lncRNAs是否可以影响黑色素瘤的免疫景观和预后,我们还希望找到一些可以直接影响黑色素瘤恶性行为的lncRNAs。
    方法:系统,我们从包括UCSCXena和NCBIGEO在内的数据集中探索了黑色素瘤中m6A-和m5C-修饰的lncRNAs的表达模式,并选择预后lncRNAs。然后,根据lncRNAs的表达模式,将来自这些数据集的黑素瘤样品分成几个亚型。预后模型,列线图生存模型,药物敏感性,GO,和KEGG通路分析。此外,在几个选定的lncRNAs中,我们鉴定了一个名为LINC00893的lncRNA,并研究了其在黑色素瘤细胞系中的表达模式和生物学功能。
    结果:我们鉴定了27个m6A-和m5C-相关的lncRNAs,它们与生存显著相关,我们基于这27个lncRNAs对黑色素瘤样本进行了亚型分析。在这两种亚型中,我们发现这两种亚型之间的免疫细胞浸润存在差异。然后,LASSO算法用于筛选优化的lncRNAs组合,包括ZNF252P-AS1,MIAT,FAM13A-AS1,LINC-PINT,LINC00893、AGAP2-AS1、OIP5-AS1和SEMA6A-AS1。我们还发现,基于RS模型预测的不同风险组与实际预后之间存在显着相关性。还构建了基于独立生存预后因素的列线图生存模型。此外,对化疗药物的敏感性,进行GO和KEGG分析。在不同的风险群体中,共获得14个不同分布的药物分子,其中包括AZD6482,AZD7762,AZD8055,喜树碱,达沙替尼,厄洛替尼,吉非替尼,吉西他滨,GSK269962A,尼洛替尼,雷帕霉素,还有索拉非尼.共筛选出55条显著相关的生物过程和17条KEGG信号通路。最后,我们注意到LINC00893在黑色素瘤组织和细胞系中的表达低于邻近组织和表皮黑素细胞,下调LINC00893可以促进A875和MV3黑色素瘤细胞的恶性行为。在这两种黑色素瘤细胞系中,m6A相关分子如YTHDF3和METTL3的下调可以促进LINC00893的表达。
    结论:我们分析了黑色素瘤样本中m6A和m5C相关的lncRNAs,并预测了这些lncRNAs在预后中的作用,肿瘤微环境,免疫浸润,和临床病理特征。我们还发现,LINC00893可能受到m6A修饰的调控,可以作为黑色素瘤的肿瘤抑制因子,并在黑色素瘤转移中起抑制作用。
    BACKGROUND: As the most important modifications on the RNA level, N6-methyladenosine (m6A-) and 5-methylcytosine (m5C-) modification could have a direct influence on the RNAs. Long non-coding RNAs (lncRNAs) could also be modified by methylcytosine modification. Compared with mRNAs, the function of lncRNAs could be more potent to some extent in biological processes like tumorigenesis. Until now, rare reports have been done associated with cutaneous melanoma. Herein, we wonder if the m6A- and m5C- modified lncRNAs could influence the immune landscape and prognosis in melanoma, and we also want to find some lncRNAs which could directly affect the malignant behaviors of melanoma.
    METHODS: Systematically, we explored the expression pattern of m6A- and m5C- modified lncRNAs in melanoma from datasets including UCSC Xena and NCBI GEO, and the prognostic lncRNAs were selected. Then, according to the expression pattern of lncRNAs, melanoma samples from these datasets were divided into several subtypes. Prognostic model, nomogram survival model, drug sensitivity, GO, and KEGG pathway analysis were performed. Furthermore, among several selected lncRNAs, we identified one lncRNA named LINC00893 and investigated its expression pattern and its biological function in melanoma cell lines.
    RESULTS: We identified 27 m6A- and m5C- related lncRNAs which were significantly associated with survival, and we made a subtype analysis of melanoma samples based on these 27 lncRNAs. Among the two subtypes, we found differences of immune cells infiltration between these two subtypes. Then, LASSO algorithm was used to screen the optimized lncRNAs combination including ZNF252P-AS1, MIAT, FAM13A-AS1, LINC-PINT, LINC00893, AGAP2-AS1, OIP5-AS1, and SEMA6A-AS1. We also found that there was a significant correlation between the different risk groups predicted based on RS model and the actual prognosis. The nomogram survival model based on independent survival prognostic factors was also constructed. Besides, sensitivity to chemotherapeutic agents, GO and KEGG analysis were performed. In different risk groups, a total of 14 drug molecules with different distributions were obtained, which included AZD6482, AZD7762, AZD8055, camptothecin, dasatinib, erlotinib, gefitinib, gemcitabine, GSK269962A, nilotinib, rapamycin, and sorafenib. A total of 55 significantly related biological processes and 17 KEGG signaling pathways were screened. At last, we noticed that LINC00893 had a relatively lower expression in melanoma tissue and cell lines compared with adjacent tissues and epidermal melanocyte, and down-regulation of LINC00893 could promote the malignant behavior of melanoma cells in A875 and MV3. In these two melanoma cell lines, down-regulation of m6A-related molecules like YTHDF3 and METTL3 could promote the expression of LINC00893.
    CONCLUSIONS: We made an analysis of m6A- and m5C- related lncRNAs in melanoma samples and a prediction of these lncRNAs\' role in prognosis, tumor microenvironment, immune infiltration, and clinicopathological features. We also found that LINC00893, which is potentially regulated by m6A modification, could serve as a tumor-suppressor in melanoma and play an inhibitory role in melanoma metastasis.
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  • 文章类型: Journal Article
    目的:观察性研究发现循环炎症蛋白和免疫细胞对癌症进展的双重作用。然而,皮肤源性肿瘤恶化的具体作用机制尚未明确.因此,本研究旨在探讨循环炎症因子与基底细胞癌(BCC)的因果关系,皮肤恶性黑色素瘤(SKCM),皮肤鳞状细胞癌(cSCC)受免疫细胞调节。
    方法:本研究采用双样本孟德尔随机化(TSMR)方法,从遗传角度研究91种循环炎症因子与三种流行类型皮肤癌之间的因果关系。贝叶斯加权孟德尔随机化(BWMR)也用于验证相关性和反向MR以评估反比关系。随后进行敏感性分析以限制异质性和多效性的影响。最后,两步孟德尔随机化(两步MR)方法用于确定特定免疫细胞性状在连接循环炎症因子与BCC的因果途径中的介导作用,SKCM,和cSCC。
    结果:逆方差加权(IVW)方法和贝叶斯加权算法共同确定了与BCC有因果关系的9种炎症因子,SKCM,和cSCC。Cochran的Q检验结果,孟德尔随机化多效性残差和异常值(MR-PRESSO),与MR-Egger截距无统计学意义(p<0.05)。此外,CD4+CD8dimT细胞百分比白细胞介导的比例,CD4-CD8-自然杀伤T%T细胞,和IgD-CD38-B细胞上的CD20用于FIT3L,CCL4和OSM为9.26%,8.96%,和10.16%,分别。
    结论:免疫细胞水平可能在循环炎症蛋白和皮肤来源的肿瘤之间的调节过程中发挥作用。这一发现为深入探索皮肤恶性肿瘤提供了新的视角。
    OBJECTIVE: Observational studies have identified a dual effect of circulating inflammatory proteins and immune cells on cancer progression. However, the specific mechanisms of action have not been clarified in the exacerbation of cutaneous-origin tumors. Therefore, this study aims to investigate whether the causal relationship between circulating inflammatory factors and basal cell carcinoma (BCC), cutaneous malignant melanoma (SKCM), and cutaneous squamous cell carcinoma (cSCC) is regulated by immune cells.
    METHODS: This study employed the Two-Sample Mendelian Randomization (TSMR) approach to investigate the causal relationships between 91 circulating inflammatory factors and three prevalent types of skin cancer from a genetic perspective. Bayesian Weighted Mendelian Randomization (BWMR) was also used to validate correlation and reverse MR to assess inverse relationships. Subsequent sensitivity analyses were conducted to limit the impact of heterogeneity and pleiotropy. Finally, the two-step Mendelian Randomization (two-step MR) method was utilized to ascertain the mediating effects of specific immune cell traits in the causal pathways linking circulating inflammatory factors with BCC, SKCM, and cSCC.
    RESULTS: The Inverse Variance Weighted (IVW) method and the Bayesian Weighted Algorithm collectively identified nine inflammatory factors causally associated with BCC, SKCM, and cSCC. The results from Cochran\'s Q test, mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO), and MR-Egger intercept were not statistically significant (p < 0.05). Additionally, the proportions mediated by CD4+ CD8dim T cell %leukocyte, CD4-CD8-Natural Killer T %T cell, and CD20 on IgD-CD38-B cell for FIt3L, CCL4, and OSM were 9.26%, 8.96%, and 10.16%, respectively.
    CONCLUSIONS: Immune cell levels potentially play a role in the modulation process between circulating inflammatory proteins and cutaneous-origin exacerbated tumors. This finding offers a new perspective for the in-depth exploration of cutaneous malignancies.
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  • 文章类型: Journal Article
    背景和目的:虽然非侵入性皮肤黑色素瘤(CM)的治疗通常仅限于二次切除,以降低复发风险和定期随访,晚期黑色素瘤患者的治疗仍面临挑战.材料和方法:这篇综述提供了对先进的CM管理的既定和新兴的药理学策略的全面审查,提供对当前治疗环境的最新见解。探索了高级CM处理的动态景观,强调免疫检查点抑制剂和靶向治疗的功效,无论是单一疗法还是联合疗法。此外,正在进行的对新治疗方式的调查进行了彻底讨论,反映了黑色素瘤管理的演变性质。结果:黑色素瘤管理的治疗前景正在经历重大转变。尽管存在各种治疗方式,仍然迫切需要新疗法,特别是对于黑色素瘤的某些阶段或对当前选择有抵抗力的病例。结论:因此,需要进一步研究以确定新的治疗途径并优化现有药物的利用。
    Background and Objectives: While the management of noninvasive cutaneous melanoma (CM) is typically limited to a secondary excision to reduce recurrence risk and periodic follow-up, treating patients with advanced melanoma presents ongoing challenges. Materials and Methods: This review provides a comprehensive examination of both established and emerging pharmacologic strategies for advanced CM management, offering an up-to-date insight into the current therapeutic milieu. The dynamic landscape of advanced CM treatment is explored, highlighting the efficacy of immune checkpoint inhibitors and targeted therapies, either in monotherapy or combination regimens. Additionally, ongoing investigations into novel treatment modalities are thoroughly discussed, reflecting the evolving nature of melanoma management. Results: The therapeutic landscape for melanoma management is undergoing significant transformation. Although various treatment modalities exist, there remains a critical need for novel therapies, particularly for certain stages of melanoma or cases resistant to current options. Conclusions: Consequently, further studies are warranted to identify new treatment avenues and optimize the utilization of existing drugs.
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  • 文章类型: Journal Article
    背景:皮肤皮肤黑素瘤(SKCM)是恶性黑素瘤的侵袭性形式,预后差,死亡率高。二硫化物沉积是一种新发现的由二硫化物异常积累引起的细胞死亡调节机制。这种独特的途径正在指导重要的新研究,以了解靶向治疗的癌症进展。然而,目前尚不清楚SKCM中二硫键下垂与长链非编码RNA(lncRNA)之间的相关性.
    方法:癌症基因组图谱数据库提供了SKCM患者的lncRNA表达数据和临床信息。Pearson相关性和Cox回归分析确定了与SKCM预后相关的二硫键下垂相关lncRNAs。ROC曲线和列线图验证了该模型。TME,免疫浸润,GSEA分析,免疫检查点基因表达谱,在高危和低危组中评估药物敏感性.一致聚类对SKCM患者进行个性化临床治疗指导。
    结果:总共确定了12个与二硫键凋亡相关的lncRNAs,用于发展预后预测模型。ROC曲线和列线图的曲线下面积(AUC)值提供了可靠的区分,以评估SKCM患者的预后潜力。TME在肿瘤发生中起着至关重要的作用,进展和预后,风险评分与免疫细胞浸润密切相关。同时,联合化疗,靶向治疗,根据药物敏感性和免疫疗效分析,对低危患者推荐免疫治疗.
    结论:我们确定了12个与二硫键下垂相关的lncRNAs的风险模型,该模型可用于预测SKCM患者的预后,并有助于指导个体化治疗计划的免疫治疗和化疗。
    BACKGROUND: Skin cutaneous melanoma (SKCM) is an aggressive form of malignant melanoma with poor prognosis and high mortality rates. Disulfidptosis is a newly discovered cell death regulatory mechanism caused by the abnormal accumulation of disulfides. This unique pathway is guiding significant new research to understand cancer progression for targeted treatment. However, the correlation between disulfidptosis with long non-coding RNAs (lncRNAs) in SKCM remains unknown at present.
    METHODS: The Cancer Genome Atlas database furnished lncRNA expression data and clinical information for SKCM patients. Pearson correlation and Cox regression analyses identified disulfidptosis-related lncRNAs associated with SKCM prognosis. ROC curves and a nomogram validated the model. TME, immune infiltration, GSEA analysis, immune checkpoint gene expression profiling, and drug sensitivity were assessed in high and low-risk groups. Consistent clustering categorized SKCM patients for personalized clinical treatment guidance.
    RESULTS: A total of twelve disulfidptosis-related lncRNAs were identified for the development of prognosis prediction models. The area under the curve (AUC) values of the ROC curve and the nomogram provided reliable discrimination to evaluate the prognostic potential for SKCM patients. The TME played a crucial role in tumorigenesis, progression and prognosis, and the risk scores were closely related to immune cell infiltration. Meanwhile, the combination of chemotherapy, targeted therapy, and immunotherapy was recommended for low-risk patients based on drug sensitivity and immune efficacy analyses.
    CONCLUSIONS: We identified a risk model of twelve disulfidptosis-related lncRNAs that could be used to predict the prognosis of SKCM patients and help guide immunotherapy and chemotherapy for personalized treatment plans.
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  • 文章类型: Journal Article
    黑色素瘤是皮肤癌最具侵袭性的形式。在发展的高级阶段,它对目前可用的治疗方式有抵抗力。增加的侵袭性和转移潜力取决于参与各种信号转导途径的几种蛋白质。Hippo信号在恶性转化中起着至关重要的作用。Hippo途径的功能障碍启动了肿瘤生长因子的表达,并与肿瘤生长和转移形成有关。这篇综述总结了近年来研究Hippo通路在黑色素瘤发病机制中的作用,并指出了抗黑色素瘤治疗的潜在特异性靶标。
    Melanoma is the most aggressive form of skin cancer. In the advanced stage of development, it is resistant to currently available therapeutic modalities. Increased invasiveness and metastatic potential depend on several proteins involved in various signal transduction pathways. Hippo signaling plays a vital role in malignant transformation. Dysfunctions of the Hippo pathway initiate the expression of tumor growth factors and are associated with tumor growth and metastasis formation. This review summarizes the recent achievements in studying the role of the Hippo pathway in melanoma pathogenesis and points to the potential specific targets for anti-melanoma therapy.
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  • 文章类型: Journal Article
    背景:免疫检查点阻断(ICB)反应的一种流行且公认的标志物是肿瘤突变负荷(TMB)。持久性TMB(pTMB),TMB的子集,提供了更好的指标来预测患者ICB治疗结果,一些研究表明。近年来,免疫检查点药物显著改变了黑色素瘤的治疗方式。
    方法:在本研究中,我们整合了TCGA-SKCM数据库和论文中首次提到pTMB的TCGA的pTMB数据,并分析了SKCM中与pTMB水平相关的突变和免疫特征。接下来,通过Cox回归和LASSO分析构建pTMB相关特征,将预测性DEGs识别为pTMB亚组.最后,标记基因的表达和生物学功能被检测,并在体外实验中进一步验证。
    结果:在当前的研究中,我们探讨了与皮肤黑色素瘤(CM)中TMB水平相关的突变和免疫学特征。高pTMB亚组表现出基因变化的发生率增加和免疫细胞浸润的更高水平。随后,我们基于预测性DEGs建立了pTMB相关特征,并发现了两个不同风险组之间的生物学特征和免疫相关变量.最后,临床样本验证结果表明,在CM患者的采集样本中IL17REL的表达下调.体外实验结果表明IL17REL能有效抑制细胞增殖,克隆,和CM细胞的迁移。
    结论:结论:我们建立了与TMB相关的预测模型,随后验证了IL17REL对诊断为黑色素瘤患者的总生存期(OS)的潜在影响.
    BACKGROUND: One popular and well-established marker for the immune checkpoint blockade (ICB) response is tumor mutation burden (TMB). Persistent TMB (pTMB), a subset of TMB, provides a better indicator to predict patient ICB therapy outcomes, as shown by some studies. Immune checkpoint drugs have significantly changed how melanoma is treated in recent years.
    METHODS: In this study, we integrated the TCGA-SKCM database and data of pTMB of TCGA from the paper that first mentioned pTMB and analyzed mutational and Immune characteristics associated with pTMB level in SKCM. Next, the predictive DEGs were identified the subgroups of pTMB by Cox regression and LASSO analyses to construct a pTMB-related signature. Finally, the expression and Biological functions of signature genes was detected, and further validated in vitro assay.
    RESULTS: In the current research, we explored the mutational and immunological features related to the level of TMB in cutaneous melanoma (CM). The high-pTMB subgroup exhibited an increasing incidence of gene changes and higher levels of immune cell infiltration. Subsequently, we established a pTMB-related signature based on the predictive DEGs and found the biological features and immune-associated variables between two distinct risk groups. Lastly, the results of the clinical sample validation demonstrated that the expression of IL17REL was down-regulated in the collected samples of individuals with CM. The in vitro assay results indicated that IL17REL effectively suppressed the proliferation, clonality, and migration of CM cells.
    CONCLUSIONS: In conclusion, we have developed a prediction model associated with TMB and subsequently validated the potential influence of IL17REL on Overall Survival (OS) in patients diagnosed with melanoma.
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  • 文章类型: Journal Article
    皮肤黑素瘤(SKCM)是一种高度恶性的皮肤癌,以预后不良和死亡率升高而闻名。RARRES1,一种对视黄酸受体有反应的基因,在各种癌症类型中显示不同的功能。然而,RARRES1在SKCM中的具体作用和潜在机制尚不清楚。GSE15605用于分析RARRES1在SKCM中的表达。随后,TCGA和GEO数据库用于研究RARRES1与临床病理参数之间的关系,以及RARRES1在SKCM中的预后意义和诊断效能。GO,KEGG,进行GSEA分析以探索RARRES1的潜在功能。此外,研究了RARRES1与免疫浸润之间的关联.使用cBioPortal评估SKCM中RARRES1的基因组改变和启动子甲基化水平,UALCAN,和GEO数据库。最后,通过免疫组织化学验证SKCM中RARRES1的表达,通过体内和体外实验阐明了其在SKCM进展中的功能作用。我们发现与正常组织相比,RARRES1在SKCM中下调,这种低表达与SKCM的临床病理特征较差和预后不良有关。通过ROC分析确定RARRES1的诊断效能,是0.732。通过GO,KEGG,和GSEA富集分析,我们确定了30个主要富集在肿瘤免疫微环境中的相关基因和通路,扩散,凋亡,和自噬。此外,发现RARRES1表达与SKCM中各种免疫细胞的浸润呈正相关,特别是巨噬细胞和T辅助细胞,在其他人中。基因组改变和启动子甲基化的分析表明,RARRES1启动子的浅缺失和超甲基化可能导致RARRES1表达降低。IHC验证证实了SKCM中RARRES1的下调。此外,过表达RARRES1抑制A375细胞的增殖和迁移,促进细胞凋亡,并抑制自噬通量。在小鼠异种移植模型中,RARRES1过表达也抑制SKCM肿瘤生长。总的来说,这些研究结果表明,RARRES1可能起到抑制因子的作用,并可能作为SKCM的预后生物标志物和治疗靶点.
    Skin cutaneous melanoma (SKCM) is a highly malignant form of skin cancer, known for its unfavorable prognosis and elevated mortality rate. RARRES1, a gene responsive to retinoic acid receptors, displays varied functions in various cancer types. However, the specific role and underlying mechanisms of RARRES1 in SKCM are still unclear. GSE15605 was utilized to analyze the expression of RARRES1 in SKCM. Subsequently, the TCGA and GEO databases were employed to investigate the relationships between RARRES1 and clinicopathological parameters, as well as the prognostic implications and diagnostic efficacy of RARRES1 in SKCM. GO, KEGG, and GSEA analyses were conducted to explore the potential functions of RARRES1. Furthermore, the associations between RARRES1 and immune infiltration were examined. Genomic alterations and promoter methylation levels of RARRES1 in SKCM were assessed using cBioPortal, UALCAN, and the GEO database. Finally, RARRES1 expression in SKCM was validated through immunohistochemistry, and its functional role in SKCM progression was elucidated via in vivo and in vitro experiments. We found that RARRES1 was downregulated in SKCM compared with normal tissues, and this low expression was associated with worse clinicopathological features and poor prognosis of SKCM. The diagnostic efficacy of RARRES1, as determined by ROC analysis, was 0.732. Through GO, KEGG, and GSEA enrichment analysis, we identified 30 correlated genes and pathways that were mainly enriched in the tumor immune microenvironment, proliferation, apoptosis, and autophagy. Additionally, RARRES1 expression was found to be positively related to the infiltration of various immune cells in SKCM, particularly macrophages and T helper cells, among others. Analysis of genomic alterations and promoter methylation revealed that shallow deletion and hypermethylation of the RARRES1 promoter could lead to reduced RARRES1 expression. IHC validation confirmed the downregulation of RARRES1 in SKCM. Moreover, overexpression of RARRES1 inhibited the proliferation and migration of A375 cells, promoted apoptosis, and inhibited autophagic flux. In the mouse xenograft model, RARRES1 overexpression also suppressed SKCM tumor growth. Collectively, these findings suggest that RARRES1 may function as a suppressor and could potentially serve as a prognostic biomarker and therapeutic target for SKCM.
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  • 文章类型: Journal Article
    转移性皮肤皮肤黑色素瘤(MSCM)是进展最快/侵袭性皮肤恶性肿瘤,中位生存率约为12个月。似乎代谢紊乱加速了疾病进展。然而,代谢相关基因(MRGs)与MSCM预后的相关性尚不清楚,和解释相关性的潜在机制是未知的。癌症基因组图谱(TCGA)被用作训练集以开发基于原发性皮肤皮肤黑素瘤(PSCM)和MSCM之间的差异表达的MRG(DE-MRG)的基因组特征。利用基因表达综合(GEO)作为验证集以验证基因组签名的有效性。此外,我们建立了基于基因组特征和其他临床特征的列线图来预测总生存期.此外,这项研究调查了基因组特征与肿瘤微环境(TME)之间的相关性。这项研究建立了由3个基因(CD38,DHRS3和TYRP1)组成的基因组标签,并根据MSCM病例的中位风险评分将MSCM患者分为低风险和高风险队列。发现在所有集合中,高风险队列中的病例的生存率明显低于低风险队列中的病例。此外,建立了包含该基因组特征和基于临床的参数的列线图,并证明了在预测MSCM病例生存时间方面的高效率.有趣的是,基因集变异分析结果表明,基因组特征参与免疫相关的生理过程。此外,这项研究发现,风险评分与TME中基于免疫的细胞浸润和关键的基于免疫的检查点表达谱呈负相关,表明良好的预后可能部分受到免疫保护性微环境的影响。发现一种新的3基因组特征对于预测MSCM结果是可靠的,并且可以促进个性化免疫疗法。
    Metastatic skin cutaneous melanoma (MSCM) is the most rapidly progressing/invasive skin-based malignancy, with median survival rates of about 12 months. It appears that metabolic disorders accelerate disease progression. However, correlations between metabolism-linked genes (MRGs) and prognosis in MSCM are unclear, and potential mechanisms explaining the correlation are unknown. The Cancer Genome Atlas (TCGA) was utilized as a training set to develop a genomic signature based on the differentially expressed MRGs (DE-MRGs) between primary skin cutaneous melanoma (PSCM) and MSCM. The Gene Expression Omnibus (GEO) was utilized as a validation set to verify the effectiveness of genomic signature. In addition, a nomogram was established to predict overall survival based on genomic signature and other clinic-based characteristics. Moreover, this study investigated the correlations between genomic signature and tumor micro-environment (TME). This study established a genomic signature consisting of 3 genes (CD38, DHRS3, and TYRP1) and classified MSCM patients into low and high-risk cohorts based on the median risk scores of MSCM cases. It was discovered that cases in the high-risk cohort had significantly lower survival than cases in the low-risk cohort across all sets. Furthermore, a nomogram containing this genomic signature and clinic-based parameters was developed and demonstrated high efficiency in predicting MSCM case survival times. Interestingly, Gene Set Variation Analysis results indicated that the genomic signature was involved in immune-related physiological processes. In addition, this study discovered that risk scoring was negatively correlated with immune-based cellular infiltrations in the TME and critical immune-based checkpoint expression profiles, indicating that favorable prognosis may be influenced in part by immunologically protective micro-environments. A novel 3-genomic signature was found to be reliable for predicting MSCM outcomes and may facilitate personalized immunotherapy.
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  • 文章类型: Journal Article
    背景:皮肤黑素瘤(CM)是一种侵袭性形式的皮肤癌,晚期治疗选择有限。准确预测患者预后和指导治疗策略的预后标志物对于改善黑色素瘤管理至关重要。SETD2(含有SET结构域的蛋白质2),参与染色质重塑和基因调控的组蛋白甲基转移酶,最近已经成为一种肿瘤抑制因子。它的功能障碍与一些癌症的发生有关,但对其在黑色素瘤的进展和治疗反应中的功能知之甚少。
    方法:RNA-seq和来自公共数据库的临床数据用于评估生存分析,基因集富集,治疗和免疫疗法反应的IC50。SETD2敲除A375细胞系(A375SETD2ko)是通过Crispr/cas9和CCK-8分析开发的,用于评估体外和体内黑色素瘤细胞的增殖和侵袭的裸鼠,而Western印迹检测了MMR相关蛋白。
    结果:在黑素瘤样品中SETD2通常下调,这证明了不利的存活。没有SETD2表达的细胞倾向于具有更进行性和侵入性的行为,对化疗有抵抗力.然而,它们对酪氨酸激酶抑制剂(TKIs)更敏感。它们还表现出炎症特征,具有较低的TIDE(肿瘤免疫功能障碍和排除)评分和较高的肿瘤突变负担(TMB),表明这些患者可能受益于免疫疗法。
    结论:这项研究表明,黑色素瘤的SETD2功能障碍意味着预后不良和化疗耐药,但对TKIs和免疫疗法高度敏感,强调SETD2在皮肤黑色素瘤中的预后和治疗价值。
    Cutaneous melanoma (CM) is an aggressive form of skin cancer with limited treatment options for advanced stages. Prognostic markers that accurately predict patients\' outcomes and guide therapeutic strategies are crucial for improving melanoma management. SETD2 (SET Domain-Containing Protein 2), a histone methyltransferase involved in chromatin remodeling and gene regulation, has recently emerged as a tumor suppressor. Its dysfunction is involved in oncogenesis in some cancers, but little is known about its functions in progression and therapeutic response of melanoma.
    RNA-seq and clinical data from public database were used to evaluate the survival analysis, gene set enrichment, IC50 of therapeutics and immunotherapy response. SETD2 knock-out A375 cell line (A375SETD2ko) was developed by Crispr/cas9 and CCK-8 analysis and nude mice used to evaluate the proliferation and invasion of melanoma cells in vitro and in vivo, while Western blotting tested the MMR-related protein.
    SETD2 was commonly down-regulated in melanoma samples which demonstrated an unfavorable survival. Cells without SETD2 expression tend to have a more progressive and invasive behavior, with resistance to chemotherapy. However, they are more sensitive to tyrosine kinase inhibitors (TKIs). They also exhibit inflamed features with lower TIDE (Tumor Immune Dysfunction and Exclusion) score and higher tumor mutation burden (TMB), showing that these patients may benefit from immunotherapy.
    This study revealed that SETD2 dysfunction in melanoma implied a poor prognosis and chemotherapy resistance, but highly sensitive to TKIs and immunotherapy, highlighting the prognostic and therapeutic value of SETD2 in cutaneous melanoma.
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  • 文章类型: Journal Article
    多形性真皮肉瘤是罕见的肿瘤性皮肤肿瘤,表现在暴露于紫外线辐射的皮肤区域。诊断实体可能是具有挑战性的,并且治疗选择是有限的。我们分析了20个正常健康皮肤组织(SNT)样本,27例恶性黑色素瘤(MM),20皮肤鳞状细胞癌(cSCC),和24多形性真皮肉瘤(PDS)使用质谱。我们探索了PDS中潜在的起源细胞,并使用公开可用的单细胞测序数据验证了我们的发现。通过关联肿瘤纯度(TP),通过RNA和DNA测序推断,蛋白质丰度,我们发现成纤维细胞共享大多数与TP相关的蛋白质.也可以使用公开的SNT单细胞测序数据进行该观察。此外,我们研究了受体/配体(R/L)相互作用的相关途径。对R/L相互作用的分析揭示了cSCC中不同的途径,MM和PDS,PDGFRB-PDGFDR/L相互作用和PI3K/AKT信号通路的上调具有突出作用。通过研究cSCC和PDS之间的差异表达蛋白,MAP1B等标志物可以区分这两种实体。为此,我们研究了PDS中与免疫抑制相关的蛋白质,根据过度表达分析,发现免疫冷PDS病例具有“干扰素-γ信号传导的负调节”。
    Pleomorphic dermal sarcomas are infrequent neoplastic skin tumors, manifesting in regions of the skin exposed to ultraviolet radiation. Diagnosing the entity can be challenging and therapeutic options are limited. We analyzed 20 samples of normal healthy skin tissue (SNT), 27 malignant melanomas (MM), 20 cutaneous squamous cell carcinomas (cSCC), and 24 pleomorphic dermal sarcomas (PDS) using mass spectrometry. We explored a potential cell of origin in PDS and validated our findings using publicly available single-cell sequencing data. By correlating tumor purity (TP), inferred by both RNA- and DNA-sequencing, to protein abundance, we found that fibroblasts shared most of the proteins correlating to TP. This observation could also be made using publicly available SNT single cell sequencing data. Moreover, we studied relevant pathways of receptor/ligand (R/L) interactions. Analysis of R/L interactions revealed distinct pathways in cSCC, MM and PDS, with a prominent role of PDGFRB-PDGFD R/L interactions and upregulation of PI3K/AKT signaling pathway. By studying differentially expressed proteins between cSCC and PDS, markers such as MAP1B could differentiate between these two entities. To this end, we studied proteins associated with immunosuppression in PDS, uncovering that immunologically cold PDS cases shared a \"negative regulation of interferon-gamma signaling\" according to overrepresentation analysis.
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