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胆管癌中 mA 相关 mRNA 的潜在预后指标。

Potential prognosis index for mA-related mRNA in cholangiocarcinoma.

机构信息

Department of Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, Shandong, China.

Department of Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.

出版信息

BMC Cancer. 2022 Jun 7;22(1):620. doi: 10.1186/s12885-022-09665-3.

Abstract

BACKGROUND

Cholangiocarcinoma (CHOL) is a malignant tumor that originates in the extrahepatic bile duct and can extend from the hilar region to the lower end of the common bile duct. The prognosis of CHOL patients is particularly poor; therefore, in this study, we screened mRNAs correlated with N6-methyladenosine (mA) to construct a risk model for prognosis in CHOL.

METHODS

The TCGA-CHOL dataset was applied to obtain and analyze the coexpression of 1281 mA-related mRNAs, from which 14 were selected for further analysis through univariate proportional hazards (cox) regression analysis. Aryl hydrocarbon receptor interacting protein (AIP), CCAAT/enhancer binding protein beta (CEBPB), syndecan1 (SDC1), vacuolar protein sorting 25 homolog (VPS25) and syntaxin binding protein 2 (STXBP2) were then screened out through the least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analysis to develop a precise mA-related mRNA prognosis risk model (MRMRPM) with an area under curve (AUC) of 0.908 and 0.923 after 1 and 2 years, respectively. We divided the samples into high-risk and low-risk groups using the mA-related mRNA prognosis risk model.

RESULTS

Kaplan-Meier analysis indicated poor overall survival (OS) for the high-risk group. Two Gene Expression Omnibus (GEO) datasets (GSE89748 and GSE107943) were used to validate the risk model. The results of drug sensitivity and immune cell infiltration analysis showed that the risk model could serve as a prognosis index of potential immunotherapeutic characteristics and drug sensitivity. Furthermore, the proportion of resting dendritic cells and regulatory T cells was positively associated with an increased expression of four mA-related mRNAs - AIP, CEBPB, SDC1, and VPS25 - in the high-risk CHOL group.

CONCLUSIONS

Our findings suggest that this model can be a prognostic indicator for CHOL patients.

摘要

背景

胆管癌(CHOL)是一种起源于肝外胆管的恶性肿瘤,可从肝门区延伸至胆总管下段。CHOL 患者的预后尤其较差;因此,在本研究中,我们筛选了与 N6-甲基腺苷(mA)相关的 mRNAs,构建了用于 CHOL 预后的风险模型。

方法

应用 TCGA-CHOL 数据集获取和分析 1281 个 mA 相关 mRNAs 的共表达谱,通过单因素比例风险(cox)回归分析筛选出 14 个 mRNAs 进行进一步分析。然后通过最小绝对值收缩和选择算子(LASSO)和多因素 Cox 回归分析筛选出芳烃受体相互作用蛋白(AIP)、CCAAT/增强子结合蛋白β(CEBPB)、连接蛋白 1(SDC1)、液泡蛋白分选 25 同源物(VPS25)和突触结合蛋白 2(STXBP2),建立了一个精确的 mA 相关 mRNA 预后风险模型(MRMRPM),其在 1 年和 2 年后的 AUC 分别为 0.908 和 0.923。我们使用 mA 相关 mRNA 预后风险模型将样本分为高风险和低风险组。

结果

Kaplan-Meier 分析表明,高风险组的总体生存率(OS)较差。使用两个基因表达谱公共数据集(GSE89748 和 GSE107943)对风险模型进行验证。药物敏感性和免疫细胞浸润分析的结果表明,该风险模型可以作为潜在免疫治疗特征和药物敏感性的预后指标。此外,高风险 CHOL 组中四个 mA 相关 mRNAs(AIP、CEBPB、SDC1 和 VPS25)的表达增加与静息树突状细胞和调节性 T 细胞的比例呈正相关。

结论

我们的研究结果表明,该模型可以作为 CHOL 患者的预后指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b46/9172059/2922dff50f4a/12885_2022_9665_Fig1_HTML.jpg

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