Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung 80242, Taiwan.
Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 80424, Taiwan.
Theranostics. 2020 Oct 26;10(26):12026-12043. doi: 10.7150/thno.46705. eCollection 2020.
Cell-cell interaction in skin homeostasis is tightly controlled by adherens junctions (AJs). Alterations in such regulation lead to melanoma development. However, mutations in AJs and their functional consequences are still largely unknown. Cadherin mutations in skin cutaneous melanoma were identified using sequencing data from TCGA dataset, followed by cross-validation with data from non-TCGA cohorts. Mutations with significant occurrence were subjected to structural prediction using MODELLER and functional protein simulation using GROMACS software. Neo-antigen prediction was carried out using NetMHCpan tool. Cell-based fluorescence reporter assay was used to validate β-catenin activity in the presence of cadherin mutations. Clinical significance was analyzed using datasets from TCGA and other non-TCGA cohorts. Targeted gene exon sequencing and immunofluorescence staining on melanoma tissues were performed to confirm the findings. Highly frequent mutations in type-II classical cadherins were found in melanoma with one unique recurrent mutation (S524L) in the fifth domain of CDH6, which potentially destabilizes Ca-binding and cell-cell contacts. Mutational co-occurrence and physical dynamics analyses placed CDH6 at the center of the top-four mutated cadherins (core CDHs; all type-II), suggesting altered heterophilic interactions in melanoma development. Mutations in the intracellular domains significantly disturbed CDH6/β-catenin complex formation, resulting in β-catenin translocation into cytosol or nucleus and dysregulation of canonical Wnt/β-catenin signaling. Although mutations in core CDH genes correlated with advanced cancer stages and lymph node invasion, the overall and disease-free survival times in those patients were longer in patients with wild-type. Peptide/MHC-I binding affinity predictions confirmed overall increased neo-antigen potentials of mutated cadherins, which associated with T-lymphocyte infiltration and better clinical outcomes after immunotherapy. Changes in cell-cell communications by somatic mutations in AJ cadherins function as one of mechanisms to trigger melanoma development. Certain mutations in AJs may serve as potential neo-antigens which conversely benefit patients for longer survival times.
皮肤稳态中的细胞-细胞相互作用受到黏附连接(AJs)的严格控制。这种调节的改变会导致黑色素瘤的发展。然而,AJ 及其功能后果的突变仍然很大程度上未知。 使用来自 TCGA 数据集的测序数据鉴定皮肤黑色素瘤中的钙黏蛋白突变,然后使用来自非 TCGA 队列的数据进行交叉验证。具有显著发生的突变使用 MODELLER 进行结构预测,并使用 GROMACS 软件进行功能蛋白模拟。使用 NetMHCpan 工具进行新抗原预测。使用基于细胞的荧光报告测定法在钙黏蛋白突变存在的情况下验证β-连环蛋白的活性。使用 TCGA 和其他非 TCGA 队列的数据集进行临床意义分析。进行靶向基因外显子测序和黑色素瘤组织的免疫荧光染色以确认发现。 在黑色素瘤中发现 II 型经典钙黏蛋白的高频突变,其中 CDH6 的第五结构域中存在一个独特的反复突变(S524L),这可能会破坏 Ca 结合和细胞-细胞接触。突变共发生和物理动力学分析将 CDH6 置于前四个突变钙黏蛋白(核心钙黏蛋白;均为 II 型)的中心,表明在黑色素瘤发展中异源相互作用发生改变。细胞内结构域的突变显著干扰了 CDH6/β-连环蛋白复合物的形成,导致β-连环蛋白易位到细胞质或细胞核中,以及经典 Wnt/β-连环蛋白信号通路的失调。虽然核心 CDH 基因的突变与癌症晚期和淋巴结侵犯相关,但在野生型患者中,这些患者的总体和无病生存时间更长。肽/MHC-I 结合亲和力预测证实突变钙黏蛋白的整体新抗原潜力增加,这与 T 淋巴细胞浸润和免疫治疗后更好的临床结果相关。 AJ 钙黏蛋白的体细胞突变导致细胞-细胞通讯的改变,作为触发黑色素瘤发展的机制之一。AJ 中的某些突变可能作为潜在的新抗原,反而使患者获得更长的生存时间。