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整合分析和实验探索与肺腺癌不良预后、免疫浸润和癌症进展相关的血管生成调节剂。

Integrative analysis and experiments to explore angiogenesis regulators correlated with poor prognosis, immune infiltration and cancer progression in lung adenocarcinoma.

机构信息

Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, 518116, China.

Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.

出版信息

J Transl Med. 2021 Aug 21;19(1):361. doi: 10.1186/s12967-021-03031-w.

Abstract

Angiogenesis is the process of capillary sprouting from pre-existing vessels and it plays a critical role in the carcinogenic process of lung adenocarcinoma (LUAD). However, the association of angiogenesis regulators with the prognosis and progression of LUAD needs to be further elucidated. In this study, we adopted differential expression analysis, Cox proportional hazards (PH) regression analysis and experimental validation to identify angiogenesis regulators correlated with a poor prognosis, immune infiltration and cancer progression in LUAD. These results showed that the diagnostic and prognostic models based on COL5A2 and EPHB2 served as independent biomarkers with superior predictive ability. The patients in the high-risk group exhibited a worse prognosis in the TCGA cohort (P < 0.001, HR = 1.72, 95% CI 1.28-2.30), GSE310210 cohort (P = 0.005, HR = 2.87, 95% CI 1.46-5.61), and GSE31019 cohort (P = 0.01, HR = 2.14, 95% CI 1.19-3.86) than patients in the low-risk group. The high prognostic risk patients had a higher TMB (P < 0.001); higher fractions of M0 macrophages, neutrophils, NK cells resting, and T cells CD4 memory activated (P < 0.05); and higher expression of immune checkpoints PD-1, PDL-1, PDL-2, and B7H3 (P < 0.001). Patients in the high-risk group were more sensitive to chemotherapeutic drugs and molecular targeted drugs such as cisplatin, doxorubicin, gefitinib, and bosutinib (P < 0.0001). In addition, inhibition of COL5A2 and EPHB2 effectively suppressed the proliferation and migration of LUAD cells. The current study identified angiogenesis regulators as potential biomarkers and therapeutic targets for LUAD and may help to further optimize cancer therapy.

摘要

血管生成是指毛细血管从预先存在的血管中发芽生长,它在肺腺癌(LUAD)的致癌过程中起着关键作用。然而,血管生成调节剂与 LUAD 的预后和进展的关系尚需进一步阐明。在这项研究中,我们采用差异表达分析、Cox 比例风险(PH)回归分析和实验验证,鉴定与 LUAD 预后不良、免疫浸润和癌症进展相关的血管生成调节剂。这些结果表明,基于 COL5A2 和 EPHB2 的诊断和预后模型可作为具有优异预测能力的独立生物标志物。在 TCGA 队列(P<0.001,HR=1.72,95%CI 1.28-2.30)、GSE310210 队列(P=0.005,HR=2.87,95%CI 1.46-5.61)和 GSE31019 队列(P=0.01,HR=2.14,95%CI 1.19-3.86)中,高危组患者的预后较低危组患者更差。高预后风险患者的 TMB 更高(P<0.001);M0 巨噬细胞、中性粒细胞、NK 细胞静息和 T 细胞 CD4 记忆激活的比例更高(P<0.05);以及免疫检查点 PD-1、PDL-1、PDL-2 和 B7H3 的表达更高(P<0.001)。高危组患者对顺铂、阿霉素、吉非替尼和博舒替尼等化疗药物和分子靶向药物更为敏感(P<0.0001)。此外,抑制 COL5A2 和 EPHB2 可有效抑制 LUAD 细胞的增殖和迁移。本研究将血管生成调节剂鉴定为 LUAD 的潜在生物标志物和治疗靶点,可能有助于进一步优化癌症治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/641a/8380343/7420e8aef953/12967_2021_3031_Fig1_HTML.jpg

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