Chen Huijuan, Yao XueNa, Yang Chunyan, Zhang Yiran, Dong Henan, Zhai Jincheng, Fan Dongjie, Zhou Qiming
Beijing CapitalBio Medlab Co. Ltd, Beijing, 100176, China.
South China Hospital of Shenzhen University, Shenzhen, 518111, China.
J Transl Med. 2025 Feb 14;23(1):186. doi: 10.1186/s12967-025-06209-8.
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.
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。