Cheng Chen, Wang Zhifeng, Ding Chao, Liu Pingli, Xu Xiaoqiang, Li Yan, Yan Yi, Yin Xiaocong, Chen Bi, Gu Bing
Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029 Jiangsu China.
Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, 210029 Jiangsu China.
Phenomics. 2024 May 4;4(2):125-137. doi: 10.1007/s43657-023-00135-9. eCollection 2024 Apr.
The gut microbiota and cancer have been demonstrated to be closely related. However, few studies have explored the bronchoalveolar lavage fluid (BALF) microbiota in patients with lung cancer (LC), specifically the microbiota related to progression-free survival (PFS) in LC. A total of 216 BALF samples were collected including 166 LC and 50 benign pulmonary disease (N-LC) samples, and further sequenced using 16S rRNA amplicon sequencing. Enrolled LC patients were followed up, the therapeutic efficacy was assessed, and PFS was calculated. The associated clinical and microbiota sequencing data were deeply analysed. Distinct differences in the microbial profiles were evident in the lower airways of patients with LC and N-LC, which was also found between non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC). A combined random forest model was built to distinguish NSCLC from SCLC and reached area under curves (AUCs) of 0.919 (95% CI 86.69-97.1%) and 0.893 (95% CI 79.39-99.29%) in the training and test groups, respectively. The lower alpha diversity of the BALF microbiota in NSCLC patients was significantly associated with reduced PFS, although this link was not observed in SCLC. Specifically, NSCLC with a higher abundance of , and achieved longer PFS. The enrichment of and was observed in SCLC with worse PFS. This study provided a detailed description of the characteristics of BALF microbiota in patients with NSCLC and SCLC simultaneously and provided insights into the role of the diagnosis and prognosis evaluation.
The online version contains supplementary material available at 10.1007/s43657-023-00135-9.
肠道微生物群与癌症已被证明密切相关。然而,很少有研究探讨肺癌(LC)患者的支气管肺泡灌洗(BALF)微生物群,特别是与LC患者无进展生存期(PFS)相关的微生物群。共收集了216份BALF样本,包括166份LC样本和50份良性肺部疾病(N-LC)样本,并使用16S rRNA扩增子测序进行进一步测序。对纳入的LC患者进行随访,评估治疗效果并计算PFS。对相关的临床和微生物群测序数据进行深入分析。LC和N-LC患者的下呼吸道微生物谱存在明显差异,非小细胞肺癌(NSCLC)和小细胞肺癌(SCLC)之间也存在这种差异。构建了一个联合随机森林模型来区分NSCLC和SCLC,训练组和测试组的曲线下面积(AUC)分别达到0.919(95%CI 86.69-97.1%)和0.893(95%CI 79.39-99.29%)。NSCLC患者BALF微生物群较低的α多样性与PFS降低显著相关,尽管在SCLC中未观察到这种关联。具体而言,具有较高丰度的、和的NSCLC患者实现了更长的PFS。在PFS较差的SCLC中观察到和的富集。本研究同时详细描述了NSCLC和SCLC患者BALF微生物群的特征,并为诊断和预后评估的作用提供了见解。
在线版本包含可在10.1007/s43657-023-00135-9获取的补充材料。