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鉴定坏死性凋亡相关miRNA特征作为结肠腺癌预后和免疫状态的潜在预测生物标志物

Identification of Necroptosis-Related miRNA Signature as a Potential Predictive Biomarker for Prognosis and Immune Status in Colon Adenocarcinoma.

作者信息

Ma Xiaomei, Yang Baoshun, Dong Hexiang, Lin Hao, Wang Weigang

机构信息

The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China.

General Surgery Ward 5, First Hospital of Lanzhou University, Lanzhou 730000, China.

出版信息

J Oncol. 2022 Aug 27;2022:9413562. doi: 10.1155/2022/9413562. eCollection 2022.

Abstract

OBJECTIVE

Increasing studies suggest that necroptosis is correlated with tumor progression. And aberrant microRNA (miRNA) expression plays a vital role in various tumors. Thus, we are committed to exploring a necroptosis-associated miRNA signature to serve as a prognostic biomarker in colon adenocarcinoma (COAD). In the current study, The Cancer Genome Atlas (TCGA) database was used to download the miRNA and mRNA expression profiles and clinical information of samples. All patients were stochastically assigned to TCGA-train and TCGA-test clusters. Subsequently, we established a prognostic signature comprised of necroptosis-related miRNAs (NR-mis) via LASSO-Cox regression and then developed a nomogram signature composed of the prognostic signature and clinical factors. Corresponding prognostic values were evaluated. Functional analysis, tumor microenvironment (TME), and chemosensitivity of risk subgroups were also identified.

RESULTS

The prognostic signature based on miR-141-3p, miR-148a-3p, miR-16-5p, and miR-200a-5p was closely associated with overall survival (OS) of samples and tumor metastasis in COAD. The Area Under Curve (AUC) was 0.605, 0.721, and 0.752 in TCGA-train cluster , 0.661, 0.613, and 0.695 in the TCGA-test cluster at 1, 3, and 5 years, respectively. The C-index for nomogram signature was 0.754. Functional analysis showed the remarkable enrichment of the signature-dependent miRNAs in tumor progression and immune response. And two risk subgroups were correlated with the distinct immune infiltration and immune checkpoints. In addition, the high-risk subgroup is more sensitive to cisplatin, doxorubicin, etoposide, and gemcitabine.

CONCLUSIONS

Necroptosis-related miRNAs play a crucial role in the prognosis, metastasis, immune status, and drug sensitivity in COAD.

摘要

目的

越来越多的研究表明坏死性凋亡与肿瘤进展相关。并且异常的微小RNA(miRNA)表达在各种肿瘤中起着至关重要的作用。因此,我们致力于探索一种与坏死性凋亡相关的miRNA特征,以作为结肠腺癌(COAD)的预后生物标志物。在本研究中,使用癌症基因组图谱(TCGA)数据库下载样本的miRNA和mRNA表达谱以及临床信息。所有患者被随机分配到TCGA训练组和TCGA测试组。随后,我们通过LASSO - Cox回归建立了一个由坏死性凋亡相关miRNA(NR - mis)组成的预后特征,然后开发了一个由预后特征和临床因素组成的列线图特征。评估了相应的预后价值。还确定了风险亚组的功能分析、肿瘤微环境(TME)和化疗敏感性。

结果

基于miR - 141 - 3p、miR - 148a - 3p、miR - 16 - 5p和miR - 200a - 5p的预后特征与COAD样本的总生存期(OS)和肿瘤转移密切相关。在TCGA训练组中,1年、3年和5年时的曲线下面积(AUC)分别为0.605、0.721和0.752;在TCGA测试组中,分别为0.661、0.613和0.695。列线图特征的C指数为0.754。功能分析表明,特征依赖性miRNA在肿瘤进展和免疫反应中显著富集。并且两个风险亚组与不同的免疫浸润和免疫检查点相关。此外,高危亚组对顺铂、阿霉素、依托泊苷和吉西他滨更敏感。

结论

坏死性凋亡相关miRNA在COAD的预后、转移、免疫状态和药物敏感性中起关键作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ede8/9440827/c3c0656913b2/JO2022-9413562.001.jpg

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