• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

STK11 不同突变状态的预后意义及其与非小细胞肺癌肿瘤浸润免疫细胞的关系。

Prognostic implications of STK11 with different mutation status and its relationship with tumor-infiltrating immune cells in non-small cell lung cancer.

机构信息

Department of Radiation Oncology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.

Department of Medical Oncology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China.

出版信息

Front Immunol. 2024 Apr 26;15:1387896. doi: 10.3389/fimmu.2024.1387896. eCollection 2024.

DOI:10.3389/fimmu.2024.1387896
PMID:38736875
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11082287/
Abstract

BACKGROUND

Mutations in STK11 (STK11) gene may present a negative impact on survival in Non-small Cell Lung Cancer (NSCLC) patients, however, its relationship with immune related genes remains unclear. This study is to unveil whether overexpressed- and mutated-STK11 impact survival in NSCLC and to explore whether immune related genes (IRGs) are involved in STK11 mutations.

METHODS

188 NSCLC patients with intact formalin-fixed paraffin-embedded (FFPE) tissue available for detecting STK11 protein expression were included in the analysis. After immunohistochemical detection of STK11 protein, patients were divided into high STK11 expression group (STK11) and low STK11 expression group (STK11), and then Kaplan-Meier survival analysis and COX proportional hazards model were used to compare the overall survival (OS) and progression-free survival (PFS) of the two groups of patients. In addition, the mutation data from the TCGA database was used to categorize the NSCLC population, namely STK11 Mutated (STK11) and wild-type (STK11) subgroups. The difference in OS between STK11 and STK11 was compared. Finally, bioinformatics analysis was used to compare the differences in IRGs expression between STK11 and STK11 populations.

RESULTS

The median follow-up time was 51.0 months (range 3.0 - 120.0 months) for real-life cohort. At the end of follow-up, 64.36% (121/188) of patients experienced recurrence or metastasis. 64.89% (122/188) of patients ended up in cancer-related death. High expression of STK11 was a significant protective factor for NSCLC patients, both in terms of PFS [HR=0.42, 95% CI= (0.29-0.61), <0.001] and OS [HR=0.36, 95% CI= (0.25, 0.53), <0.001], which was consistent with the finding in TCGA cohorts [HR=0.76, 95%CI= (0.65, 0.88), <0.001 HR=0.76, 95%CI= (0.65, 0.88), <0.001]. In TCGA cohort, STK11 mutation was a significant risk factor for NSCLC in both lung squamous cell carcinoma (LUSC) and lung adenocarcinoma (LUAD) histology in terms of OS [HR=6.81, 95%CI= (2.16, 21.53), <0.001; HR=1.50, 95%CI= (1.00, 2.26), =0.051, respectively]. Furthermore, 7 IRGs, namely CALCA, BMP6, S100P, THPO, CGA, PCSK1 and MUC5AC, were found significantly overexpressed in STK11-mutated NSCLC in both LUSC and LUAD histology.

CONCLUSIONS

Low STK11 expression at protein level and presence of STK11 mutation were associated with poor prognosis in NSCLC, and mutated STK11 might probably alter the expression IRGs profiling.

摘要

背景

STK11(STK11)基因突变可能对非小细胞肺癌(NSCLC)患者的生存产生负面影响,但其与免疫相关基因的关系尚不清楚。本研究旨在揭示高表达和突变的 STK11 是否影响 NSCLC 患者的生存,并探讨免疫相关基因(IRGs)是否参与 STK11 突变。

方法

纳入了 188 名有完整福尔马林固定石蜡包埋(FFPE)组织可用于检测 STK11 蛋白表达的 NSCLC 患者进行分析。在检测 STK11 蛋白的免疫组织化学后,将患者分为 STK11 高表达组(STK11)和 STK11 低表达组(STK11),然后使用 Kaplan-Meier 生存分析和 COX 比例风险模型比较两组患者的总生存(OS)和无进展生存(PFS)。此外,还使用 TCGA 数据库中的突变数据对 NSCLC 人群进行分类,即 STK11 突变(STK11)和野生型(STK11)亚组。比较 STK11 和 STK11 之间的 OS 差异。最后,使用生物信息学分析比较 STK11 和 STK11 人群中 IRGs 表达的差异。

结果

真实队列的中位随访时间为 51.0 个月(范围 3.0-120.0 个月)。随访结束时,64.36%(121/188)的患者出现复发或转移。64.89%(122/188)的患者死于癌症相关原因。STK11 高表达是 NSCLC 患者的显著保护因素,无论是在 PFS[HR=0.42,95%CI=(0.29-0.61),<0.001]还是 OS[HR=0.36,95%CI=(0.25,0.53),<0.001]方面,这与 TCGA 队列的结果一致[HR=0.76,95%CI=(0.65,0.88),<0.001;HR=0.76,95%CI=(0.65,0.88),<0.001]。在 TCGA 队列中,STK11 突变是 LUSC 和 LUAD 组织学中 NSCLC 的显著预后因素,在 OS 方面[HR=6.81,95%CI=(2.16,21.53),<0.001;HR=1.50,95%CI=(1.00,2.26),=0.051]。此外,在 LUSC 和 LUAD 组织学中,7 个 IRGs,即 CALCA、BMP6、S100P、THPO、CGA、PCSK1 和 MUC5AC,在 STK11 突变的 NSCLC 中表达明显上调。

结论

STK11 蛋白水平低表达和存在 STK11 突变与 NSCLC 患者的预后不良相关,并且突变的 STK11 可能改变 IRGs 表达谱。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/75d3c63965e6/fimmu-15-1387896-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/ba4344928758/fimmu-15-1387896-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/585ecf02386e/fimmu-15-1387896-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/1d5d482d1433/fimmu-15-1387896-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6f1becaffaf4/fimmu-15-1387896-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/1e5b459b4ca7/fimmu-15-1387896-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/d55df39fbb61/fimmu-15-1387896-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/8135e7309c6c/fimmu-15-1387896-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/2c367c2217be/fimmu-15-1387896-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/46cefdb34570/fimmu-15-1387896-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/8e3b7f56795d/fimmu-15-1387896-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6a192a579d3b/fimmu-15-1387896-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6338353d8011/fimmu-15-1387896-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/de502193d7ac/fimmu-15-1387896-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/75d3c63965e6/fimmu-15-1387896-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/ba4344928758/fimmu-15-1387896-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/585ecf02386e/fimmu-15-1387896-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/1d5d482d1433/fimmu-15-1387896-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6f1becaffaf4/fimmu-15-1387896-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/1e5b459b4ca7/fimmu-15-1387896-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/d55df39fbb61/fimmu-15-1387896-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/8135e7309c6c/fimmu-15-1387896-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/2c367c2217be/fimmu-15-1387896-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/46cefdb34570/fimmu-15-1387896-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/8e3b7f56795d/fimmu-15-1387896-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6a192a579d3b/fimmu-15-1387896-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/6338353d8011/fimmu-15-1387896-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/de502193d7ac/fimmu-15-1387896-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/940e/11082287/75d3c63965e6/fimmu-15-1387896-g014.jpg

相似文献

1
Prognostic implications of STK11 with different mutation status and its relationship with tumor-infiltrating immune cells in non-small cell lung cancer.STK11 不同突变状态的预后意义及其与非小细胞肺癌肿瘤浸润免疫细胞的关系。
Front Immunol. 2024 Apr 26;15:1387896. doi: 10.3389/fimmu.2024.1387896. eCollection 2024.
2
STK11 and KEAP1 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value among Hispanics (STRIKE registry-CLICaP).非小细胞肺癌患者中 STK11 和 KEAP1 突变:西班牙裔人群中的描述性分析和预后价值(STRIKE 登记-CLICaP)。
Lung Cancer. 2022 Aug;170:114-121. doi: 10.1016/j.lungcan.2022.06.010. Epub 2022 Jun 20.
3
Clinical efficacy of atezolizumab plus bevacizumab and chemotherapy in mutated non-small cell lung cancer with , or comutations: subgroup results from the phase III IMpower150 trial.贝伐珠单抗联合阿替利珠单抗和化疗治疗携带 、 或 突变的非小细胞肺癌的临床疗效:III 期 IMpower150 试验的亚组结果。
J Immunother Cancer. 2022 Feb;10(2). doi: 10.1136/jitc-2021-003027.
4
STK11/LKB1 alterations worsen the poor prognosis of KRAS mutated early-stage non-squamous non-small cell lung carcinoma, results based on the phase 2 IFCT TASTE trial.STK11/LKB1 改变使 KRAS 突变的早期非鳞状非小细胞肺癌的预后更差,基于 2 期 IFCT TASTE 试验的结果。
Lung Cancer. 2024 Apr;190:107508. doi: 10.1016/j.lungcan.2024.107508. Epub 2024 Feb 19.
5
LKB1/STK11 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value.非小细胞肺癌患者中 LKB1/STK11 突变:描述性分析和预后价值。
Lung Cancer. 2017 Oct;112:62-68. doi: 10.1016/j.lungcan.2017.08.002. Epub 2017 Aug 7.
6
Effect of the STK11 mutation on therapeutic efficacy and prognosis in patients with non-small cell lung cancer: a comprehensive study based on meta-analyses and bioinformatics analyses.STK11 突变对非小细胞肺癌患者治疗效果和预后的影响:基于荟萃分析和生物信息学分析的综合研究。
BMC Cancer. 2024 Apr 17;24(1):491. doi: 10.1186/s12885-024-12130-y.
7
Diminished Efficacy of Programmed Death-(Ligand)1 Inhibition in STK11- and KEAP1-Mutant Lung Adenocarcinoma Is Affected by KRAS Mutation Status.STK11 和 KEAP1 突变型肺腺癌中程序性死亡受体-(配体)1 抑制作用降低受 KRAS 突变状态影响。
J Thorac Oncol. 2022 Mar;17(3):399-410. doi: 10.1016/j.jtho.2021.10.013. Epub 2021 Nov 2.
8
The prognostic impact of KRAS, TP53, STK11 and KEAP1 mutations and their influence on the NLR in NSCLC patients treated with immunotherapy.KRAS、TP53、STK11 和 KEAP1 突变的预后影响及其对免疫治疗 NSCLC 患者 NLR 的影响。
Cancer Treat Res Commun. 2023;37:100767. doi: 10.1016/j.ctarc.2023.100767. Epub 2023 Oct 10.
9
The Combined Detection of Immune Genes for Predicting the Prognosis of Patients With Non-Small Cell Lung Cancer.免疫基因联合检测预测非小细胞肺癌患者预后
Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820977504. doi: 10.1177/1533033820977504.
10
Mutation patterns in a population-based non-small cell lung cancer cohort and prognostic impact of concomitant mutations in KRAS and TP53 or STK11.基于人群的非小细胞肺癌队列中的突变模式以及 KRAS 和 TP53 或 STK11 同时突变的预后影响。
Lung Cancer. 2019 Apr;130:50-58. doi: 10.1016/j.lungcan.2019.01.003. Epub 2019 Jan 9.

引用本文的文献

1
Targeting LKB1/STK11-mutant cancer: distinct metabolism, microenvironment, and therapeutic resistance.靶向LKB1/STK11突变型癌症:独特的代谢、微环境和治疗抗性。
Trends Pharmacol Sci. 2025 Aug;46(8):722-737. doi: 10.1016/j.tips.2025.06.008. Epub 2025 Jul 22.
2
Multi‑omics analysis identifies different molecular subtypes with unique outcomes in early-stage poorly differentiated lung adenocarcinoma.多组学分析在早期低分化肺腺癌中识别出具有独特预后的不同分子亚型。
Mol Cancer. 2025 May 1;24(1):129. doi: 10.1186/s12943-025-02333-7.
3
UBE2T promotes stage I lung adenocarcinoma progression through PBX1 ubiquitination and PBX1/RORA regulation.

本文引用的文献

1
Impact of the STK11/KRAS co-mutation on the response to immunotherapy in a real-world pan-cancer cohort.STK11/KRAS 共突变对真实世界泛癌队列免疫治疗反应的影响。
Tumori. 2024 Apr;110(2):146-152. doi: 10.1177/03008916231204441. Epub 2023 Oct 11.
2
Transcriptome-level discovery of survival-associated biomarkers and therapy targets in non-small-cell lung cancer.非小细胞肺癌中与生存相关的生物标志物和治疗靶点的转录组水平发现。
Br J Pharmacol. 2024 Feb;181(3):362-374. doi: 10.1111/bph.16257. Epub 2023 Nov 23.
3
STK11 mutation impacts CD1E expression to regulate the differentiation of macrophages in lung adenocarcinoma.
UBE2T 通过泛素化 PBX1 和 PBX1/RORA 调控促进 I 期肺腺癌进展。
BMC Cancer. 2024 Sep 18;24(1):1158. doi: 10.1186/s12885-024-12887-2.
4
Next-generation sequencing as a valuable tool for mutational spectrum in advanced-stage NSCLC patients.下一代测序作为晚期非小细胞肺癌患者突变谱分析的一种有价值的工具。
Med Pharm Rep. 2024 Jul;97(3):298-307. doi: 10.15386/mpr-2763. Epub 2024 Jul 30.
5
Roles and mechanisms of circular RNA in respiratory system cancers.环状RNA在呼吸系统癌症中的作用及机制
Front Oncol. 2024 Jul 15;14:1430051. doi: 10.3389/fonc.2024.1430051. eCollection 2024.
STK11 突变影响 CD1E 的表达,从而调节肺腺癌中巨噬细胞的分化。
Immun Inflamm Dis. 2023 Jul;11(7):e958. doi: 10.1002/iid3.958.
4
Alteration of STK11 Expression Associated With Cholangiocarcinoma Progression.STK11 表达改变与胆管癌进展相关。
In Vivo. 2023 Jul-Aug;37(4):1638-1648. doi: 10.21873/invivo.13249.
5
Overall survival in patients with advanced non-small cell lung cancer with KRAS G12C mutation with or without STK11 and/or KEAP1 mutations in a real-world setting.真实世界环境中,存在 STK11 和/或 KEAP1 突变的情况下,KRAS G12C 突变的晚期非小细胞肺癌患者的总生存期。
BMC Cancer. 2023 Apr 17;23(1):352. doi: 10.1186/s12885-023-10778-6.
6
Cancer statistics, 2023.癌症统计数据,2023 年。
CA Cancer J Clin. 2023 Jan;73(1):17-48. doi: 10.3322/caac.21763.
7
STK11 mutation affects the killing effect of NK cells to promote the progression of lung adenocarcinoma.STK11 突变影响 NK 细胞的杀伤作用,促进肺腺癌的进展。
APMIS. 2022 Nov;130(11):647-656. doi: 10.1111/apm.13271. Epub 2022 Sep 7.
8
Loss of function STK11 alterations and poor outcomes in non-small-cell lung cancer: Literature and case series of US Veterans.功能缺失性STK11改变与非小细胞肺癌的不良预后:美国退伍军人的文献及病例系列
Semin Oncol. 2022 Jun;49(3-4):319-325. doi: 10.1053/j.seminoncol.2022.06.008. Epub 2022 Jul 1.
9
Clinical impact of STK11 mutation in advanced-stage non-small cell lung cancer.晚期非小细胞肺癌中 STK11 突变的临床影响。
Eur J Cancer. 2022 Sep;172:85-95. doi: 10.1016/j.ejca.2022.05.026. Epub 2022 Jun 24.
10
STK11 and KEAP1 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value among Hispanics (STRIKE registry-CLICaP).非小细胞肺癌患者中 STK11 和 KEAP1 突变:西班牙裔人群中的描述性分析和预后价值(STRIKE 登记-CLICaP)。
Lung Cancer. 2022 Aug;170:114-121. doi: 10.1016/j.lungcan.2022.06.010. Epub 2022 Jun 20.