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岳竞, 康静, 李国印. SLC16A家族与肺腺癌和肺鳞癌临床特征及生物学行为的关系[J]. 肿瘤防治研究, 2022, 49(1): 24-31. DOI: 10.3971/j.issn.1000-8578.2022.21.0700
引用本文: 岳竞, 康静, 李国印. SLC16A家族与肺腺癌和肺鳞癌临床特征及生物学行为的关系[J]. 肿瘤防治研究, 2022, 49(1): 24-31. DOI: 10.3971/j.issn.1000-8578.2022.21.0700
YUE Jing, KANG Jing, LI Guoyin. Influence of SLC16A Family on Clinical Features and Biological Behaviours of Lung Adenocarcinoma and Squamous Cell Carcinoma[J]. Cancer Research on Prevention and Treatment, 2022, 49(1): 24-31. DOI: 10.3971/j.issn.1000-8578.2022.21.0700
Citation: YUE Jing, KANG Jing, LI Guoyin. Influence of SLC16A Family on Clinical Features and Biological Behaviours of Lung Adenocarcinoma and Squamous Cell Carcinoma[J]. Cancer Research on Prevention and Treatment, 2022, 49(1): 24-31. DOI: 10.3971/j.issn.1000-8578.2022.21.0700

SLC16A家族与肺腺癌和肺鳞癌临床特征及生物学行为的关系

Influence of SLC16A Family on Clinical Features and Biological Behaviours of Lung Adenocarcinoma and Squamous Cell Carcinoma

  • 摘要:
    目的 探索溶质运载蛋白16A家族(SLC16A)和肺腺癌、鳞癌的临床特征及生物学行为关系。
    方法 通过Wilcoxon符号秩和检验分析TCGA数据库中SLC16A家族14名成员在肺腺癌、鳞癌和正常组织中的表达,采用Cox回归法评估该家族与肺腺癌、鳞癌患者总生存期和无进展生存期之间的关系;Logistic回归法评估该家族与肺腺癌、鳞癌患者TNM及临床分期的关系;通过主成分分析分别构建肺腺癌、鳞癌的SLC16A家族评分系统(Score-SLC16As);通过ROC、Log rank分析及单、多因素Cox回归法分别评估Score-SLC16As在肺腺癌、鳞癌中的诊断和生存预测功能;通过GSEA评估肺腺癌、鳞癌的Score-SLC16As的生物学意义;通过CIBERSORT/免疫检查点基因群评估肺腺癌、鳞癌的Score-SLC16As和免疫微环境的关系。
    结果 肺腺癌、鳞癌中,SLC16A家族绝大部分成员呈现差异表达,同时和生存预后显著相关;Score-SLC16As评分能够明确诊断肺腺癌、鳞癌,预测生存预后,并可作为独立危险因子,其中肺腺癌的Score-SLC16As为危险因素,而肺鳞癌的Score-SLC16As为保护因素;Score-SLC16As和肿瘤增殖通路及免疫逃逸紧密相关。
    结论 SLC16A家族和肺腺癌、鳞癌的临床特征及恶性生物学行为密切相关。

     

    Abstract:
    Objective To explore the relation between SLC16A family and clinical characteristics, biological behavior of lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC).
    Methods The expression of 14 members of the SLC16A family in LUAD tissues, LUSC tissues and normal tissues in TCGA database was analyzed by Wilcoxon signed rank sum test. Cox regression was used to evaluate the relation between the family and overall survival, progression-free survival of LUAD and LUSC patients. Logistic regression was used to evaluate the relation between the family and TNM, clinical stage of LUAD and LUSC patients. Principal component analysis was used to establish a Score-SLC16As that comprehensively reflected the family in LUAD and LUSC. ROC, Log rank analysis and univariate and multivariate Cox regression analyses were applied to evaluate the diagnostic effect and survival prediction function of Score-SLC16As on LUAD and LUSC respectively. GSEA was used to evaluate the biological significance of Score-SLC16As and CIBERSORT/Immune checkpoint clusters were used to assess the immune status of Score-SLC16As in LUAD and LUSC.
    Results In LUAD and LUSC, most members of SLC16A family were differentially expressed and significantly correlated with survival prognosis. Score-SLC16As can clearly diagnose LUAD and LUSC, significantly predict survival prognosis, and can be used as an independent risk factor. Score-SLC16As is a risk factor for LUAD but a protective factor for LUSC. Score-SLC16As is closely related to tumor proliferation pathways and immune escape.
    Conclusion The SLC16A family is closely related to the clinical features and malignant biological behaviors of LUAD and LUSC.

     

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