School of Medicine, Nankai University, 94 Weijin Road, Tianjin, 300071, China.
Tianjin Cerebral Vascular and Neural Degenerative Disease Key Laboratory, Tianjin Neurosurgery Institute, Tianjin Huan Hu Hospital, Tianjin, 300100, China.
Clin Transl Oncol. 2018 Nov;20(11):1439-1447. doi: 10.1007/s12094-018-1876-6. Epub 2018 Apr 27.
Ependymoma is the third most common pediatric brain tumor and occurs most frequently in the posterior fossa. However, the lack of immortalized cell lines, xenografts, or animal models has significantly hindered the study of pediatric posterior fossa ependymoma (P-PF-EPN) pathogenesis. This prompted us to use clinical big data to study this rare disease.
Application of the robust rank aggregation method revealed CD44 as a reliable biomarker in P-PF-EPN. 120 P-PF-EPN samples after surgical resection were selected for Kaplan-Merier and Cox proportion hazard regression survival analysis. Immunohistochemical analysis was performed to assess CD44 expression in the tumor samples. The miRNA profile was determined using a whole-genome miRNA microarray. The expression patterns of related mRNAs, miRNAs and proteins were validated by qRT-PCR or Western blotting.
CD44 was found to be an independent predictor of prognosis in survival analysis. It improved the accuracy of using LAMA2/NELL2 for classifying P-PF-EPN molecular subgroups. Fourteen miRNAs were underexpressed, and one miRNA was overexpressed in CD44-positive P-PF-EPNs. miR-543, miR-495-3p, miR-299-3p, miR-139-5p and miR-128-3p were identified to have CD44 positively co-regulated potential target oncogenes. Two PI3K-Akt signaling pathway related potential target oncogenes (VEGFA, CSF1) for miR-299-3p and miR-495-3p were validated overexpression in CD44 positive P-PF-EPNs. Abnormal activation of the PI3K-Akt pathway was confirmed in CD44-positive cases.
CD44 is of great clinical significance as a prognostic biomarker. The survival difference between CD44 positive and negative P-PF-EPN is determined by a complex functional miRNA-mRNA-signaling pathway regulatory network.
室管膜瘤是第三大常见的儿童脑肿瘤,最常发生在后颅窝。然而,缺乏永生化细胞系、异种移植物或动物模型极大地阻碍了儿童后颅窝室管膜瘤(P-PF-EPN)发病机制的研究。这促使我们使用临床大数据来研究这种罕见疾病。
稳健秩聚合方法的应用显示 CD44 是 P-PF-EPN 的可靠生物标志物。选择 120 例经手术切除的 P-PF-EPN 样本进行 Kaplan-Meier 和 Cox 比例风险回归生存分析。免疫组织化学分析用于评估肿瘤样本中 CD44 的表达。使用全基因组 miRNA 微阵列确定 miRNA 谱。通过 qRT-PCR 或 Western blotting 验证相关 mRNAs、miRNAs 和蛋白质的表达模式。
CD44 被发现是生存分析中独立的预后预测因子。它提高了使用 LAMA2/NELL2 对 P-PF-EPN 分子亚组进行分类的准确性。14 个 miRNA 表达下调,1 个 miRNA 在 CD44 阳性 P-PF-EPN 中表达上调。miR-543、miR-495-3p、miR-299-3p、miR-139-5p 和 miR-128-3p 被鉴定为具有 CD44 阳性共调控潜在靶癌基因的能力。miR-299-3p 和 miR-495-3p 的两个 PI3K-Akt 信号通路相关潜在靶癌基因(VEGFA、CSF1)被验证在 CD44 阳性 P-PF-EPN 中过表达。证实了 CD44 阳性病例中 PI3K-Akt 通路的异常激活。
CD44 作为预后标志物具有重要的临床意义。CD44 阳性和阴性 P-PF-EPN 之间的生存差异是由一个复杂的功能 miRNA-mRNA-信号通路调节网络决定的。