• 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

肺癌患者血浆中独特的循环微生物宏基因组特征及其作为分子生物标志物的潜在价值。

Distinctive circulating microbial metagenomic signatures in the plasma of patients with lung cancer and their potential value as molecular biomarkers.

作者信息

Chen Huijuan, Yao XueNa, Yang Chunyan, Zhang Yiran, Dong Henan, Zhai Jincheng, Fan Dongjie, Zhou Qiming

机构信息

Beijing CapitalBio Medlab Co. Ltd, Beijing, 100176, China.

South China Hospital of Shenzhen University, Shenzhen, 518111, China.

出版信息

J Transl Med. 2025 Feb 14;23(1):186. doi: 10.1186/s12967-025-06209-8.

DOI:10.1186/s12967-025-06209-8
PMID:39953591
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11829562/
Abstract

Lung cancer (LC) remains the leading cause of cancer death globally. Recent reports have suggested that circulating microbial nucleic acids have potential as promising biomarkers for cancer liquid biopsies. However, circulating microbial profiles and their potential clinical value in LC patients remained unexplored. In this study, plasma samples from 76 LC patients, 9 liver cancer patients, 11 pancreatic cancer patients, and 53 healthy controls (HCs) were collected and underwent metagenomic analyses by whole genome sequencing. The composition and relative abundance of the microbial profiles were significantly different between the LC patients and HCs. A distinct plasma-based microbial profile was observed in LC patients. By differential analysis using MaAslin, 40 significant species between LC patients and HCs were identified. Five species were selected as optimal circulating microbial biomarkers for LC. The constructed classifier based on these five species showed an AUC of 0.9592, 0.9131, and 0.8077 in the discovery, validation, and additional validation cohorts, respectively. Furthermore, metagenomic profiles of 25 lung tumor tissue and plasma paired samples were analyzed and compared. The microbial diversity was significantly increased in plasma compared with the tumor tissue. Among the 13 shared core microbial species, 10 had no difference between the tumor tissue and paired plasma. In conclusion, circulating microbial nucleic acids in the plasma have potential as biomarkers for LC liquid biopsies. The microbiome in the tumor tissue was one of the possible sources of circulating microbial nucleic acids.

摘要

肺癌(LC)仍然是全球癌症死亡的主要原因。最近的报告表明,循环微生物核酸有潜力成为癌症液体活检中有前景的生物标志物。然而,LC患者的循环微生物谱及其潜在临床价值仍未得到探索。在本研究中,收集了76例LC患者、9例肝癌患者、11例胰腺癌患者和53例健康对照(HC)的血浆样本,并通过全基因组测序进行宏基因组分析。LC患者和HC之间微生物谱的组成和相对丰度存在显著差异。在LC患者中观察到了独特的基于血浆的微生物谱。通过使用MaAslin进行差异分析,确定了LC患者和HC之间40个显著不同的物种。选择了5个物种作为LC的最佳循环微生物生物标志物。基于这5个物种构建的分类器在发现、验证和额外验证队列中的AUC分别为0.9592、0.9131和0.8077。此外,还对25对肺肿瘤组织和血浆样本的宏基因组谱进行了分析和比较。与肿瘤组织相比,血浆中的微生物多样性显著增加。在13个共享的核心微生物物种中,10个在肿瘤组织和配对血浆之间没有差异。总之,血浆中的循环微生物核酸有潜力成为LC液体活检的生物标志物。肿瘤组织中的微生物群是循环微生物核酸的可能来源之一。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/dbfa4698ec63/12967_2025_6209_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/7b60e60b6411/12967_2025_6209_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/70d6222de9b7/12967_2025_6209_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/8d6ee5c8b2f6/12967_2025_6209_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/1563e163f778/12967_2025_6209_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/dbfa4698ec63/12967_2025_6209_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/7b60e60b6411/12967_2025_6209_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/70d6222de9b7/12967_2025_6209_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/8d6ee5c8b2f6/12967_2025_6209_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/1563e163f778/12967_2025_6209_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1780/11829562/dbfa4698ec63/12967_2025_6209_Fig5_HTML.jpg

相似文献

1
Distinctive circulating microbial metagenomic signatures in the plasma of patients with lung cancer and their potential value as molecular biomarkers.肺癌患者血浆中独特的循环微生物宏基因组特征及其作为分子生物标志物的潜在价值。
J Transl Med. 2025 Feb 14;23(1):186. doi: 10.1186/s12967-025-06209-8.
2
Circulating microbiome DNA as biomarkers for early diagnosis and recurrence of lung cancer.循环微生物组 DNA 作为肺癌早期诊断和复发的生物标志物。
Cell Rep Med. 2024 Apr 16;5(4):101499. doi: 10.1016/j.xcrm.2024.101499. Epub 2024 Apr 5.
3
Alterations of circulating bacterial DNA in colorectal cancer and adenoma: A proof-of-concept study.结直肠癌和腺瘤患者循环细菌 DNA 的改变:概念验证研究。
Cancer Lett. 2021 Feb 28;499:201-208. doi: 10.1016/j.canlet.2020.11.030. Epub 2020 Nov 27.
4
Can a Liquid Biopsy Detect Circulating Tumor DNA With Low-passage Whole-genome Sequencing in Patients With a Sarcoma? A Pilot Evaluation.液体活检能否通过低深度全基因组测序检测肉瘤患者的循环肿瘤DNA?一项初步评估。
Clin Orthop Relat Res. 2025 Jan 1;483(1):39-48. doi: 10.1097/CORR.0000000000003161. Epub 2024 Jun 21.
5
Integrating Plasma Cell-Free DNA Fragment End Motif and Size with Genomic Features Enables Lung Cancer Detection.整合浆细胞游离DNA片段末端基序和大小与基因组特征可实现肺癌检测。
Cancer Res. 2025 May 2;85(9):1696-1707. doi: 10.1158/0008-5472.CAN-24-1517.
6
A 10-year prediagnostic follow-up study shows that serum RNA signals are highly dynamic in lung carcinogenesis.一项长达 10 年的疾病前随访研究表明,血清 RNA 信号在肺癌发生过程中具有高度动态性。
Mol Oncol. 2020 Feb;14(2):235-247. doi: 10.1002/1878-0261.12620. Epub 2020 Jan 10.
7
Circulating cell-free nucleic acids and platelets as a liquid biopsy in the provision of personalized therapy for lung cancer patients.循环游离核酸和血小板作为液体活检在肺癌患者个性化治疗中的应用
Lung Cancer. 2017 May;107:100-107. doi: 10.1016/j.lungcan.2016.04.026. Epub 2016 May 4.
8
Circulating Cell-Free DNA and Circulating Tumor Cells as Prognostic and Predictive Biomarkers in Advanced Non-Small Cell Lung Cancer Patients Treated with First-Line Chemotherapy.循环游离DNA和循环肿瘤细胞作为一线化疗的晚期非小细胞肺癌患者的预后和预测生物标志物
Int J Mol Sci. 2017 May 11;18(5):1035. doi: 10.3390/ijms18051035.
9
Cost-effective shallow genome-wide sequencing for profiling plasma cfDNA signatures to enhance lung cancer detection.用于分析血浆游离DNA特征以增强肺癌检测的经济高效的浅层全基因组测序。
Future Oncol. 2025 May;21(11):1391-1402. doi: 10.1080/14796694.2025.2483154. Epub 2025 Mar 25.
10
A blood-based circulating microbial metagenomic panel for early diagnosis and prognosis of oesophageal adenocarcinoma.基于血液的循环微生物宏基因组panel 用于食管腺癌的早期诊断和预后评估。
Br J Cancer. 2022 Nov;127(11):2016-2024. doi: 10.1038/s41416-022-01974-5. Epub 2022 Sep 12.

本文引用的文献

1
Microbial mysteries: Staphylococcus aureus and the enigma of carcinogenesis.微生物之谜:金黄色葡萄球菌与致癌之谜。
Microb Pathog. 2024 Sep;194:106831. doi: 10.1016/j.micpath.2024.106831. Epub 2024 Jul 30.
2
CBD2: A functional biomarker database for colorectal cancer.CBD2:一个用于结直肠癌的功能性生物标志物数据库。
Imeta. 2023 Dec 4;3(1):e155. doi: 10.1002/imt2.155. eCollection 2024 Feb.
3
EasyAmplicon: An easy-to-use, open-source, reproducible, and community-based pipeline for amplicon data analysis in microbiome research.
EasyAmplicon:一种易于使用、开源、可重复且基于社区的流程,用于微生物组研究中的扩增子数据分析。
Imeta. 2023 Jan 27;2(1):e83. doi: 10.1002/imt2.83. eCollection 2023 Feb.
4
Accurate identification of structural variations from cancer samples.从癌症样本中准确识别结构变异。
Brief Bioinform. 2023 Nov 22;25(1). doi: 10.1093/bib/bbad520.
5
Machine learning: a powerful tool for identifying key microbial agents associated with specific cancer types.机器学习:一种识别与特定癌症类型相关的关键微生物因子的有力工具。
PeerJ. 2023 Oct 23;11:e16304. doi: 10.7717/peerj.16304. eCollection 2023.
6
A unified DNA- and RNA-based NGS strategy for the analysis of multiple types of variants at the dual nucleic acid level in solid tumors.一种基于 DNA 和 RNA 的统一 NGS 策略,用于在实体瘤的双核酸水平上分析多种类型的变异。
J Clin Lab Anal. 2023 Oct;37(19-20):e24977. doi: 10.1002/jcla.24977. Epub 2023 Oct 25.
7
Update on Lung Cancer Screening Guideline.肺癌筛查指南更新。
Thorac Surg Clin. 2023 Nov;33(4):323-331. doi: 10.1016/j.thorsurg.2023.04.002. Epub 2023 May 31.
8
Leveraging circulating microbial DNA for early cancer detection.利用循环微生物 DNA 进行早期癌症检测。
Trends Cancer. 2023 Nov;9(11):879-882. doi: 10.1016/j.trecan.2023.08.001. Epub 2023 Sep 1.
9
Artificial intelligence-enabled microbiome-based diagnosis models for a broad spectrum of cancer types.基于人工智能的微生物组诊断模型,可用于广泛的癌症类型。
Brief Bioinform. 2023 May 19;24(3). doi: 10.1093/bib/bbad178.
10
Circulating Microbial Cell-Free DNA in Health and Disease.循环游离微生物 DNA 在健康与疾病中的作用。
Int J Mol Sci. 2023 Feb 3;24(3):3051. doi: 10.3390/ijms24033051.