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骨肉瘤患者术前化疗反应的基因组和转录组特征。

Genomic and transcriptomic characterization of pre-operative chemotherapy response in patients with osteosarcoma.

机构信息

Department of Orthopaedic Oncology Surgery, Beijing Jishuitan Hospital, Capital Medical University, No. 31, Xinjiekou East Street, Xicheng District, Beijing, 100035, China.

Fourth Medical College of Peking University, Beijing, 100035, China.

出版信息

Sci Rep. 2023 Nov 27;13(1):20914. doi: 10.1038/s41598-023-46857-8.

Abstract

Osteosarcoma is a heterogeneous disease with regard to its chemotherapy response and clinical outcomes. This study aims to investigate the genomic and transcriptomic characteristics related to pre-operative chemotherapy response. Samples from 25 osteosarcoma patients were collected to perform both whole exome and transcriptome sequencing. Osteosarcoma had significant amount of chromosomal copy number variants (CNVs). Chemotherapy responders showed the higher chromosomal CNV burden than non-responders (p = 0.0775), but the difference was not significant. The percentage of COSMIC signature 3, associated with homologous recombination repair deficiency, was higher in responders (56%) than in non-responders (45%). Transcriptomic analysis suggested that 11 genes were significantly up-regulated in responders and 18 genes were up-regulated in non-responders. Both GSEA and KEGG enrichment analysis indicted that four pathways related to cardiomyopathy were up-regulated in responders, while neuroactive ligand - receptor interaction was up-regulated in non-responders. Finally, a previously published chemoresistant model was validated using our dataset, with the area under the curve of 0.796 (95% CI, 0.583-1.000). Osteosarcoma had the heterogeneous mutational profile with frequent occurrence of CNVs. Transcriptomic analysis identified several signaling pathways associated with chemotherapy responsiveness to osteosarcoma. Transcriptomic signatures provides a potential research direction for predicting the chemotherapy response.

摘要

骨肉瘤在化疗反应和临床结果方面存在异质性。本研究旨在探讨与术前化疗反应相关的基因组和转录组特征。收集了 25 名骨肉瘤患者的样本,进行全外显子组和转录组测序。骨肉瘤存在大量染色体拷贝数变异 (CNVs)。化疗反应者的染色体 CNV 负担高于无反应者(p=0.0775),但差异无统计学意义。与同源重组修复缺陷相关的 COSMIC 特征 3 的比例在反应者(56%)中高于无反应者(45%)。转录组分析表明,11 个基因在反应者中显著上调,18 个基因在无反应者中上调。GSEA 和 KEGG 富集分析均表明,四个与心肌病相关的通路在反应者中上调,而神经活性配体-受体相互作用在无反应者中上调。最后,使用我们的数据集验证了先前发表的耐药模型,曲线下面积为 0.796(95%CI,0.583-1.000)。骨肉瘤具有异质性的突变特征,常发生 CNVs。转录组分析确定了与骨肉瘤化疗反应相关的几个信号通路。转录组特征为预测化疗反应提供了一个潜在的研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/566e/10684554/416b561c8702/41598_2023_46857_Fig6_HTML.jpg

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