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肿瘤微环境失调促进膀胱癌的恶性进展并预测转移风险。

Dysregulation of tumor microenvironment promotes malignant progression and predicts risk of metastasis in bladder cancer.

作者信息

Liu Ji, Zheng Zongtai, Zhang Wentao, Wan Moxi, Ma Wenchao, Wang Ruiliang, Yan Yang, Guo Yadong, Zhang Junfeng, Li Wei, Yao Xudong

机构信息

Department of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.

Institute of Urinary Oncology, School of Medicine, Tongji University, Shanghai, China.

出版信息

Ann Transl Med. 2021 Sep;9(18):1438. doi: 10.21037/atm-21-4023.

Abstract

BACKGROUND

The tumor microenvironment (TME) is not only a key factor in the malignant progression of cancer but also plays an indispensable role in tumor immunotherapy. As an important regulatory factor in the TME, long non-coding RNAs (incRNA) are important for the development of bladder cancer. The purpose of this study was to explore the molecular mechanism of malignant progression of bladder cancer (BCa) from the perspective of immunology, establish a reliable signature, and evaluate its effect on prognosis, metastasis, and the effectiveness of immunotherapy.

METHODS

The TME was assessed by single-sample gene set enrichment analysis (ssGSEA) in 373 patients with muscle invasive bladder cancer (MIBC) in The Cancer Genome Atlas (TCGA). Combining RNA sequence data from 49 BCa patients in our center, we established TME-related prognostic signatures (TMERPS) based on TME-related immune prognosis genes using weighted gene correlation network analysis, selection operator Cox analysis, minimum absolute shrinkage, and survival analysis. Real-Time Quantitative PCR was used for expression level analysis of related genes. Functional enrichment analysis and nomograms were used to explore the potential impact of TMERPS on the immune system, prognosis, and metastasis.

RESULTS

The ssGSEA proved to be an accurate assessment of immune levels in BCa samples. TMERPS was established based on six TME-associated prognostic lncRNAs and was shown to be closely associated with prognosis, metastasis, and immune levels, and to have a significant stratifying effect on the therapeutic efficacy of immune checkpoint inhibitors. Finally, three TMERPS-based nomograms were shown to be effective in predicting prognosis, lymph node metastasis, and distant metastasis in BCa patients.

CONCLUSIONS

TMERPS can stratify BCa patients into different risk groups with different prognoses, immunotherapy sensitivity, and risk of metastasis. TMERPS-based nomograms can effectively predict prognosis and metastasis in BCa patients.

摘要

背景

肿瘤微环境(TME)不仅是癌症恶性进展的关键因素,而且在肿瘤免疫治疗中发挥着不可或缺的作用。作为TME中的重要调节因子,长链非编码RNA(lncRNA)对膀胱癌的发展至关重要。本研究的目的是从免疫学角度探讨膀胱癌(BCa)恶性进展的分子机制,建立可靠的特征,并评估其对预后、转移及免疫治疗效果的影响。

方法

通过单样本基因集富集分析(ssGSEA)对癌症基因组图谱(TCGA)中373例肌层浸润性膀胱癌(MIBC)患者的TME进行评估。结合本中心49例BCa患者的RNA序列数据,我们使用加权基因共表达网络分析、选择算子Cox分析、最小绝对收缩和生存分析,基于TME相关免疫预后基因建立了TME相关预后特征(TMERPS)。采用实时定量PCR对相关基因的表达水平进行分析。功能富集分析和列线图用于探讨TMERPS对免疫系统、预后和转移的潜在影响。

结果

ssGSEA被证明是对BCa样本免疫水平的准确评估。基于6个与TME相关的预后lncRNA建立了TMERPS,结果显示其与预后、转移和免疫水平密切相关,并且对免疫检查点抑制剂的治疗效果具有显著的分层作用。最后,基于TMERPS的三个列线图被证明可有效预测BCa患者的预后、淋巴结转移和远处转移。

结论

TMERPS可将BCa患者分为具有不同预后、免疫治疗敏感性和转移风险的不同风险组。基于TMERPS的列线图可有效预测BCa患者的预后和转移情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e95/8506754/4c7c5018f1d3/atm-09-18-1438-f1.jpg

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