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长链非编码 RNA AC083900.1 和 RP11-283C24.1 用于预测骨肉瘤进展的鉴定与验证

英文原题:Identification and validation of long noncoding RNA AC083900.1 and RP11-283C24.1 for prediction of progression of osteosarcoma.

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Identification and validation of long noncoding RNA AC083900.1 and RP11-283C24.1 for prediction of progression of osteosarcoma.

PubMed 2023/06/22(内容时间) Mutat Res Q3 · IF 2.4(JCR 2025)

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研究概要

本研究阐明了 AC083900.1 和 RP11-283C24.1 在 OS 发展中的作用及机制,为 OS 患者提供了可靠的预后评估方法和治疗策略。

研究思路结论见上方概要

铜死亡是一种新兴的细胞死亡通路,对肿瘤进展有显著贡献,但其在骨肉瘤(OS)中的作用仍不明确,其调控因子,包括长链非编码 RNA(lncRNA)——也是推动 OS 的关键因素——同样如此。

本研究纳入了来自70个正常人骨组织样本和84个冷冻临床骨肉瘤样本的转录组和临床数据。通过差异表达和共表达分析鉴定了铜死亡相关lncRNA(CRlncs)。进行单因素Cox回归以筛选预后lncRNA,随后我们使用最小绝对收缩和选择算子回归来区分预后相关CRlncs(AC083900.1和RP11-283C24.1),并通过多因素Cox回归采用逐步法建模CRlncs预后特征(CLPS)。通过独立预后分析、生存曲线和受试者工作特征(ROC)曲线测试CLPS性能。此外,阐明了CLPS识别的高风险组不良预后背后的分子和免疫机制。

AC083900.1 和 RP11-283C24.1 被确定为 OS 进展中最重要的 CRlnc,风险比分别为 3.498 和 2.724,所衍生的 CLPS 在预测 OS 预后方面表现出色,训练集和测试集中的 AUC 分别为 0.799 和 0.778,生存曲线中 adj-p 均 < 0.05。正如预期,CLPS 也优于近期一种临床预后方法,后者的 AUC 仅为 0.682 [转移]。值得注意的是,AC083900.1 促进 OS 转移,其在转移性 OS 中高表达、与转移相关基因高度相关,以及预测转移的 AUC 高达 0.683 均证明了这一点。在机制上,AC083900.1 和 RP11-283C24.1 使许多关于体液免疫应答、免疫球蛋白复合物等关键生物学过程失调;同时减少许多细胞毒性免疫细胞(B 细胞、TIL、中性粒细胞等)的浸润。令人鼓舞的是,BMS-509744 和 KIN001-135 对 CLPS 识别的高危 OS 表现出高治疗意义,而低危对应组对 SB-216763 敏感。定量 RT-PCR 分析显示,AC083900.1 和 RP11-283C24.1 在不同骨肉瘤细胞系中均显著上调。

展开英文摘要原文

The role of cuproptosis, an emerging cell death pathway that makes a remarkable contribution to tumor progression, remains elusive in osteosarcoma (OS), in addition to its regulator, including long-no-coding RNAs (lncRNAs) that are also a critical factor for fueling OS.

Transcriptome and clinical data from 70 normal human bone tissue samples and 84 frozen clinical osteosarcoma samples were included in this study. Cuproptosis-associated lncRNAs (CRlncs) were identified through differential expression and co-expression analyses. Univariate Cox regression was performed to screen for prognostic lncRNAs, then we used least absolute shrinkage and selection operator regression to distinguish prognosis-related CRlncs (AC083900.1 and RP11-283C24.1) for modeling the CRlncs prognostic signature (CLPS) by multivariate Cox regression using the stepwise method. CLPS performance was tested by independent prognostic analyses, survival curve and receiver operating characteristic (ROC) curve. In addition, the molecular and immune mechanisms that underlie the unfavorable prognosis of CLPS-identified high-risk group were elucidated. RESULT: AC083900.1 and RP11-283C24.1 have been identified as the most important CRlncs for OS progression (hazard ratio: 3.498 and 2.724, respectively), and the derived CLPS demonstrated outstanding performance for the prediction of OS prognosis (AUC of 0.799 and 0.778 in the training and test sets, both adj-p < 0.05 in survival curve). As was anticipated, CLPS also outperformed a recent clinical prognostic approach that only achieved an AUC of 0.682 [metastasis]. It is notable that AC083900.1 progressed OS metastasis, evidenced by its high expression in metastatic OS, its high correlation to metastasis-related genes, and its high AUC of 0.683 for the prediction of metastasis. Mechanistically, AC083900.1 and RP11-283C24.1 dysregulated many critical biological processes regarding humoral immune response, immunoglobulin complex, etc.; while reducing the infiltration of many cytotoxic immune cells (B-cells, TIL, neutrophils, etc.). It is encouraging that BMS-509744 and KIN001-135 demonstrated high therapeutic implications for CLPS-identified high-risk OS, and the low-risk counterpart was sensitive to SB-216763. Quantitative RT-PCR analysis showed that both AC083900.1 and RP11-283C24.1 were significantly upregulated in different osteosarcoma cell lines.

This study elucidated the roles and mechanisms of AC083900.1 and RP11-283C24.1 in the development of OS, fostering a reliable prognostic approach and treatment for OS patients.

论文信息

作者
Huang L、Jin W、Bao Y、Zeng X、Zhang Y、Zhou J、Peng H
第一作者单位
Department of Orthopedics Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China.China
通讯作者单位
Department of Orthopedics Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, China. Electronic address: penghao0718@163.com.China
文献类型
非美国政府资助研究
期刊
Mutation research2023 Jul-Dec
原文标识
PubMed 37437507 · DOI 10.1016/j.mrfmmm.2023.111828