Southekal Siddesh, Shakyawar Sushil Kumar, Bajpai Prachi, Elkholy Amr, Manne Upender, Mishra Nitish Kumar, Guda Chittibabu
Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, USA.
Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35233, USA.
Cancers (Basel). 2023 Apr 4;15(7):2134. doi: 10.3390/cancers15072134.
Osteosarcoma (OS) is a common bone malignancy in children and adolescents. Although histological subtyping followed by improved OS treatment regimens have helped achieve favorable outcomes, a lack of understanding of the molecular subtypes remains a challenge to characterize its genetic heterogeneity and subsequently to identify diagnostic and prognostic biomarkers for developing effective treatments. In the present study, global analysis of DNA methylation, and mRNA and miRNA gene expression in OS patient samples were correlated with their clinical characteristics. The mucin family of genes, , , and , were found to be highly mutated in the OS patients. Results revealed the enrichment of molecular pathways including Wnt signaling, Calcium signaling, and PI3K-Akt signaling in the OS tumors. Survival analyses showed that the expression levels of several genes such as , , , , and , miRNAs and lncRNAs were associated with survival of OS patients. Molecular subtyping using Cluster-Of-Clusters Analysis (COCA) for mRNA, lncRNA, and miRNA expression; DNA methylation; and mutation data from the TARGET dataset revealed two distinct molecular subtypes, each with a distinctive gene expression profile. Between the two subtypes, three upregulated genes, , , , and seven downregulated genes, , , , , , , and , associated with OS metastasis were found to be differentially regulated. Thus, the molecular subtyping results provide a strong basis for classification of OS patients that could be used to develop better prognostic treatment strategies.
骨肉瘤(OS)是儿童和青少年中常见的骨恶性肿瘤。尽管组织学亚型分类以及改进的骨肉瘤治疗方案有助于取得良好的治疗效果,但对分子亚型缺乏了解仍然是一个挑战,难以表征其基因异质性,进而难以确定用于开发有效治疗方法的诊断和预后生物标志物。在本研究中,对骨肉瘤患者样本中的DNA甲基化、mRNA和miRNA基因表达进行全面分析,并将其与临床特征相关联。发现粘蛋白家族基因、、和在骨肉瘤患者中高度突变。结果显示骨肉瘤肿瘤中包括Wnt信号通路、钙信号通路和PI3K - Akt信号通路在内的分子通路富集。生存分析表明,、、、、等几个基因、miRNA和lncRNA的表达水平与骨肉瘤患者的生存相关。使用聚类分析(COCA)对来自TARGET数据集的mRNA、lncRNA和miRNA表达、DNA甲基化及突变数据进行分子亚型分类,发现了两种不同的分子亚型,每种亚型都有独特的基因表达谱。在这两种亚型之间,发现与骨肉瘤转移相关的三个上调基因、、和七个下调基因、、、、、、存在差异调节。因此,分子亚型分类结果为骨肉瘤患者的分类提供了有力依据,可用于制定更好的预后治疗策略。