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基于整合策略的骨肉瘤生物标志物鉴定。

Identification of Biomarkers for Osteosarcoma Based on Integration Strategy.

机构信息

Department of Orthopedic Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China (mainland).

College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China (mainland).

出版信息

Med Sci Monit. 2020 Mar 16;26:e920803. doi: 10.12659/MSM.920803.

Abstract

BACKGROUND Osteosarcoma (OS) is the most common primary malignant tumor of bone. The identification of novel biomarkers is necessary for the diagnosis and treatment of osteosarcoma. MATERIAL AND METHODS We obtained 11 paired fresh-frozen OS samples and normal controls from patients between September 2015 and February 2017. We used an integration strategy that analyzes next-generation sequencing data by bioinformatics methods based on the pathogenesis of osteosarcoma. RESULTS One susceptibility lncRNA and 7 susceptibility genes regulated by the lncRNA for osteosarcoma were effectively identified, and real-time PCR and clinical index ALP data were used to test their effectiveness. CONCLUSIONS The results showed that the expression levels of the 7 genes were highly consistent in the training and test sample sets, especially between the expression value of the gene ALPL and the plasma detection value of its encoded protein ALP. In particular, both the expression of gene ALPL and the plasma detection values of protein ALP encoded by gene ALPL showed a high degree of consistency among different data types. The identified lncRNA and genes effectively classified the samples proved so that they could be used as potential biomarkers of osteosarcoma. Our strategy may also be helpful for the identification of biomarkers for other diseases.

摘要

背景

骨肉瘤(OS)是最常见的原发性骨恶性肿瘤。新型生物标志物的鉴定对于骨肉瘤的诊断和治疗是必要的。

材料与方法

我们从 2015 年 9 月至 2017 年 2 月的患者中获得了 11 对新鲜冷冻骨肉瘤样本和正常对照。我们使用了一种整合策略,通过基于骨肉瘤发病机制的生物信息学方法分析下一代测序数据。

结果

我们有效鉴定了一个易感性 lncRNA 和 7 个受 lncRNA 调控的易感性基因,并用实时 PCR 和临床指标碱性磷酸酶(ALP)数据测试了它们的有效性。

结论

结果表明,在训练和测试样本集中,这 7 个基因的表达水平高度一致,特别是基因 ALPL 的表达值与其编码蛋白 ALP 的血浆检测值之间。特别是,基因 ALPL 的表达和基因 ALPL 编码的蛋白 ALP 的血浆检测值在不同的数据类型之间具有高度一致性。所鉴定的 lncRNA 和基因有效地对样本进行了分类,因此可以用作骨肉瘤的潜在生物标志物。我们的策略也可能有助于其他疾病生物标志物的鉴定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dbca/7101204/d30039dc9504/medscimonit-26-e920803-g001.jpg

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