• 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

肺腺癌的免疫基因组分析显示,低分化肿瘤与免疫原性肿瘤微环境相关。

Immunogenomic profiling of lung adenocarcinoma reveals poorly differentiated tumors are associated with an immunogenic tumor microenvironment.

机构信息

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA.

Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA.

出版信息

Lung Cancer. 2022 Oct;172:19-28. doi: 10.1016/j.lungcan.2022.08.007. Epub 2022 Aug 10.

DOI:10.1016/j.lungcan.2022.08.007
PMID:35973335
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10274087/
Abstract

OBJECTIVES

Pathologists have routinely observed distinct histologic patterns of growth in early-stage lung adenocarcinoma (LUAD), which have been suggested to be associated with prognosis. Herein, we investigated the relationship between LUAD patterns of growth, as defined by the updated international association for the study of lung cancer (IASLC) grading criteria, and differences in the tumor immune microenvironment to identify predictors of response to immunotherapy.

METHODS

174 resected stage I-III LUAD tumors were classified by histologic pattern of growth (i.e. solid, micropapillary, acinar, papillary, and lepidic) and then grouped as well differentiated, moderately differentiated, and poorly differentiated. Comprehensive multiplatform analysis including whole exome sequencing, gene expression profiling, immunohistochemistry, CIBERSORT, and T-cell receptor sequencing was performed and groups were compared for differences in genomic drivers, immune cell infiltrate, clonality, and survival. Finally, multivariate analysis was performed adjusting for pathologic stage and smoking status.

RESULTS

Poorly differentiated tumors demonstrated a strong association with smoking relative to moderately differentiated or well differentiated tumors. However, unlike in prior reports, poorly differentiated tumors were not associated with a worse survival after curative-intent resection. Genomic analysis revealed that poorly differentiated tumors are associated with high tumor mutation burden but showed no association with oncogenic drivers. Immune analyses revealed that poorly differentiated tumors are associated with increased T-cell clonality, expression of PD-L1, and infiltration by cytotoxic CD8 T-cells, activated CD4 T-cells, and pro-inflammatory (M1) macrophages. Finally, multivariate analysis controlling for stage and smoking status confirmed independence of immune differences between IASLC grade groups.

CONCLUSIONS

Poorly differentiated tumors, as defined by the updated IASLC grading criteria, are associated with a distinct immunogenic tumor microenvironment that predicts for therapeutic response to immune agents, including checkpoint inhibitors, and should be included in the clinical trial design of immunotherapy studies in early-stage lung adenocarcinoma.

摘要

目的

病理学家已经观察到早期肺腺癌(LUAD)中明显不同的生长组织学模式,这些模式与预后有关。在此,我们研究了 LUAD 生长模式(由国际肺癌研究协会(IASLC)更新的分级标准定义)与肿瘤免疫微环境之间的关系,以确定免疫治疗反应的预测因子。

方法

对 174 例 I 期至 III 期 LUAD 肿瘤进行组织学生长模式(即实性、微乳头状、腺泡状、乳头状和贴壁状)分类,然后分为高分化、中分化和低分化。进行全面的多平台分析,包括全外显子测序、基因表达谱分析、免疫组化、CIBERSORT 和 T 细胞受体测序,并比较组间在基因组驱动因素、免疫细胞浸润、克隆性和生存方面的差异。最后,进行多变量分析,调整病理分期和吸烟状态。

结果

低分化肿瘤与中分化或高分化肿瘤相比,与吸烟有很强的关联。然而,与之前的报道不同,低分化肿瘤在根治性切除后与生存率下降无关。基因组分析显示,低分化肿瘤与高肿瘤突变负担有关,但与致癌驱动因素无关。免疫分析显示,低分化肿瘤与 T 细胞克隆性增加、PD-L1 表达以及细胞毒性 CD8 T 细胞、活化 CD4 T 细胞和促炎(M1)巨噬细胞浸润有关。最后,多变量分析控制了分期和吸烟状况,证实了 IASLC 分级组之间免疫差异的独立性。

结论

根据 IASLC 更新的分级标准,低分化肿瘤与独特的免疫原性肿瘤微环境有关,预测对免疫治疗药物(包括检查点抑制剂)的治疗反应,在早期肺腺癌的免疫治疗研究的临床试验设计中应包括低分化肿瘤。

相似文献

1
Immunogenomic profiling of lung adenocarcinoma reveals poorly differentiated tumors are associated with an immunogenic tumor microenvironment.肺腺癌的免疫基因组分析显示,低分化肿瘤与免疫原性肿瘤微环境相关。
Lung Cancer. 2022 Oct;172:19-28. doi: 10.1016/j.lungcan.2022.08.007. Epub 2022 Aug 10.
2
Association of Lung Adenocarcinoma Subtypes According to the IASLC/ATS/ERS Classification and Programmed Cell Death Ligand 1 (PD-L1) Expression in Tumor Cells.肺腺癌亚型的分类与肿瘤细胞程序性死亡配体 1(PD-L1)表达的关联。
Pathol Oncol Res. 2021 Apr 8;27:597499. doi: 10.3389/pore.2021.597499. eCollection 2021.
3
PD-L1 expression and its clinicopathologic and genomic correlation in the non-small cell lung carcinoma patients: An Indian perspective.PD-L1 表达及其与非小细胞肺癌患者临床病理和基因组的相关性:印度视角。
Pathol Res Pract. 2021 Dec;228:153497. doi: 10.1016/j.prp.2021.153497. Epub 2021 May 24.
4
Signatures of Multi-Omics Reveal Distinct Tumor Immune Microenvironment Contributing to Immunotherapy in Lung Adenocarcinoma.多组学特征揭示了肺腺癌免疫治疗中不同的肿瘤免疫微环境。
Front Immunol. 2021 Sep 3;12:723172. doi: 10.3389/fimmu.2021.723172. eCollection 2021.
5
[Correlation between Immune Microenvironment Features and EGFR Mutation Status 
in Lung Adenocarcinoma].[肺腺癌免疫微环境特征与表皮生长因子受体突变状态的相关性]
Zhongguo Fei Ai Za Zhi. 2023 Mar 20;26(3):204-216. doi: 10.3779/j.issn.1009-3419.2023.101.07.
6
Combination of tumor mutation burden and immune infiltrates for the prognosis of lung adenocarcinoma.肿瘤突变负荷与免疫浸润联合用于肺腺癌的预后评估。
Int Immunopharmacol. 2021 Sep;98:107807. doi: 10.1016/j.intimp.2021.107807. Epub 2021 Jun 25.
7
Molecular heterogeneity of anti-PD-1/PD-L1 immunotherapy efficacy is correlated with tumor immune microenvironment in East Asian patients with non-small cell lung cancer.抗 PD-1/PD-L1 免疫疗法疗效的分子异质性与东亚非小细胞肺癌患者的肿瘤免疫微环境相关。
Cancer Biol Med. 2020 Aug 15;17(3):768-781. doi: 10.20892/j.issn.2095-3941.2020.0121.
8
Genomic profiles and their associations with TMB, PD-L1 expression, and immune cell infiltration landscapes in synchronous multiple primary lung cancers.同步性多原发肺癌的基因组图谱及其与 TMB、PD-L1 表达和免疫细胞浸润图谱的关联。
J Immunother Cancer. 2021 Dec;9(12). doi: 10.1136/jitc-2021-003773.
9
Single-cell transcriptome analysis revealed a suppressive tumor immune microenvironment in EGFR mutant lung adenocarcinoma.单细胞转录组分析揭示了 EGFR 突变型肺腺癌中抑制性的肿瘤免疫微环境。
J Immunother Cancer. 2022 Jan;10(2). doi: 10.1136/jitc-2021-003534.
10
Characteristics of the immunogenicity and tumor immune microenvironment in -amplified lung adenocarcinoma.- 扩增肺腺癌的免疫原性和肿瘤免疫微环境特征。
Front Immunol. 2022 Dec 15;13:1042072. doi: 10.3389/fimmu.2022.1042072. eCollection 2022.

引用本文的文献

1
Spatial transcriptomics uncovers immune-cell plasticity and dedifferentiation signatures in aggressive lung adenocarcinoma subtypes.空间转录组学揭示侵袭性肺腺癌亚型中的免疫细胞可塑性和去分化特征。
Front Immunol. 2025 Aug 21;16:1620886. doi: 10.3389/fimmu.2025.1620886. eCollection 2025.
2
Relationships between growth rate and Ki-67 and immune indices in ground-glass nodule-featured lung adenocarcinoma.磨玻璃结节型肺腺癌的生长速率与Ki-67及免疫指标之间的关系
BMC Cancer. 2025 Sep 1;25(1):686. doi: 10.1186/s12885-025-14078-z.
3
Spatial transcriptomic analysis across histological subtypes reveals molecular heterogeneity and prognostic markers in early-stage lung adenocarcinoma.

本文引用的文献

1
LAG3-PD-1 Combo Impresses in Melanoma.LAG3与PD-1联合疗法在黑色素瘤治疗中效果显著。
Cancer Discov. 2021 Jul;11(7):1605-1606. doi: 10.1158/2159-8290.CD-NB2021-0347. Epub 2021 May 19.
2
NCCN Guidelines Insights: Non-Small Cell Lung Cancer, Version 2.2021.NCCN 指南解读:非小细胞肺癌,第 2.2021 版。
J Natl Compr Canc Netw. 2021 Mar 2;19(3):254-266. doi: 10.6004/jnccn.2021.0013.
3
Cancer Statistics, 2021.癌症统计数据,2021.
跨组织学亚型的空间转录组分析揭示了早期肺腺癌的分子异质性和预后标志物。
Clin Transl Med. 2025 Aug;15(8):e70439. doi: 10.1002/ctm2.70439.
4
SLC34A2 inhibits tumorigenesis and progression via upregulating LRRK2/TTF-1/SELENBP1 axis in lung adenocarcinoma.SLC34A2通过上调肺腺癌中的LRRK2/TTF-1/SELENBP1轴来抑制肿瘤发生和进展。
Cancer Gene Ther. 2025 Jul 2. doi: 10.1038/s41417-025-00928-2.
5
Spatial transcriptomics reveals heterogeneity of histological subtypes between lepidic and acinar lung adenocarcinoma.空间转录组学揭示了鳞屑状和腺泡状肺腺癌组织学亚型之间的异质性。
Clin Transl Med. 2024 Feb;14(2):e1573. doi: 10.1002/ctm2.1573.
6
Retrospective Analysis of the Predictive Value of F-FDG PET/CT Metabolic Parameters for PD-L1 Expression in Cervical Cancer.F-FDG PET/CT代谢参数对宫颈癌中PD-L1表达预测价值的回顾性分析
Diagnostics (Basel). 2023 Mar 7;13(6):1015. doi: 10.3390/diagnostics13061015.
7
The relationship between tumor infiltrating immune cells and the prognosis of patients with lung adenocarcinoma.肿瘤浸润免疫细胞与肺腺癌患者预后的关系。
J Thorac Dis. 2023 Feb 28;15(2):600-610. doi: 10.21037/jtd-22-1837.
8
Distribution of DC Subtypes: CD83+, DC-LAMP+, CD1a+, CD1c+, CD123+, and DC-SIGN+ in the Tumor Microenvironment of Endometrial Cancers-Correlation with Clinicopathologic Features.树突状细胞亚型的分布:CD83+、DC-LAMP+、CD1a+、CD1c+、CD123+和 DC-SIGN+在子宫内膜癌肿瘤微环境中的分布——与临床病理特征的相关性。
Int J Mol Sci. 2023 Jan 18;24(3):1933. doi: 10.3390/ijms24031933.
9
Micropapillary and Solid Histologic Patterns in N1 and N2 Lymph Node Metastases Are Independent Factors of Poor Prognosis in Patients With Stages II to III Lung Adenocarcinoma.微乳头状和实性组织学模式在 N1 和 N2 淋巴结转移中的存在是 II 期至 III 期肺腺癌患者预后不良的独立因素。
J Thorac Oncol. 2023 May;18(5):608-619. doi: 10.1016/j.jtho.2023.01.002. Epub 2023 Jan 18.
CA Cancer J Clin. 2021 Jan;71(1):7-33. doi: 10.3322/caac.21654. Epub 2021 Jan 12.
4
CD73 expression defines immune, molecular, and clinicopathological subgroups of lung adenocarcinoma.CD73表达定义了肺腺癌的免疫、分子和临床病理亚组。
Cancer Immunol Immunother. 2021 Jul;70(7):1965-1976. doi: 10.1007/s00262-020-02820-4. Epub 2021 Jan 8.
5
Prognostic Biomarker TP53 Mutations for Immune Checkpoint Blockade Therapy and Its Association With Tumor Microenvironment of Lung Adenocarcinoma.免疫检查点阻断治疗的预后生物标志物TP53突变及其与肺腺癌肿瘤微环境的关联
Front Mol Biosci. 2020 Nov 19;7:602328. doi: 10.3389/fmolb.2020.602328. eCollection 2020.
6
Association of tumour mutational burden with outcomes in patients with advanced solid tumours treated with pembrolizumab: prospective biomarker analysis of the multicohort, open-label, phase 2 KEYNOTE-158 study.帕博利珠单抗治疗的晚期实体瘤患者肿瘤突变负荷与结局的相关性:多队列、开放标签、Ⅱ期 KEYNOTE-158 研究的前瞻性生物标志物分析。
Lancet Oncol. 2020 Oct;21(10):1353-1365. doi: 10.1016/S1470-2045(20)30445-9. Epub 2020 Sep 10.
7
The Underlying Tumor Genomics of Predominant Histologic Subtypes in Lung Adenocarcinoma.肺腺癌主要组织学亚型的潜在肿瘤基因组学。
J Thorac Oncol. 2020 Dec;15(12):1844-1856. doi: 10.1016/j.jtho.2020.08.005. Epub 2020 Aug 10.
8
A Grading System for Invasive Pulmonary Adenocarcinoma: A Proposal From the International Association for the Study of Lung Cancer Pathology Committee.侵袭性肺腺癌分级系统:国际肺癌研究协会病理学委员会的建议。
J Thorac Oncol. 2020 Oct;15(10):1599-1610. doi: 10.1016/j.jtho.2020.06.001. Epub 2020 Jun 17.
9
Annual report to the nation on the status of cancer, part I: National cancer statistics.国家癌症报告:癌症现状年度报告第一部分:国家癌症统计数据。
Cancer. 2020 May 15;126(10):2225-2249. doi: 10.1002/cncr.32802. Epub 2020 Mar 12.
10
Comprehensive T cell repertoire characterization of non-small cell lung cancer.非小细胞肺癌的全面 T 细胞受体谱特征。
Nat Commun. 2020 Jan 30;11(1):603. doi: 10.1038/s41467-019-14273-0.