Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung 84001, Taiwan.
School of Medicine for International Students, College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan.
Int J Environ Res Public Health. 2022 Nov 30;19(23):15991. doi: 10.3390/ijerph192315991.
Background: The imbalance of gut microbiota, dysbiosis, is associated with various malignant diseases. This study aimed to identify the characteristics of gut microbiota in age-matched treatment-naïve non-small-cell lung cancer (NSCLC) patients and healthy individuals to investigate possible gut-microbe-related pathways involved in the development of NSCLC. Methods: We enrolled 34 age-matched NSCLC patients and 268 healthy individuals. Hypervariable V3−V4 amplicons of 16S rRNA in freshly collected fecal samples were sequenced. Diversity, microbial composition, functional pathways, smoking history, and gut-microbe-related comorbidities were analyzed to assess the factors associated with the risk of NSCLC. Results: Microbial alpha diversity was decreased in the patients with NSCLC, and beta diversity was significantly different between the patients and controls (p < 0.001). After adjustments for sex, smoking history, hypertension, diabetes mellitus, chronic obstructive pulmonary disease, and 11 abundant microbes with significant differences between the patients and controls, the enrichment of Anaerotruncus spp. and Bacteroides caccae was associated with an increased risk of NSCLC (p = 0.003 and 0.007, respectively). The areas under receiver operating characteristic curves were 71.4% and 66.9% for Anaerotruncus spp. and Bacteroides caccae, respectively (both p < 0.001). Furthermore, the abundance of Bacteroides caccae was positively correlated with steroid hormone biosynthesis (p < 0.001), N-glycan biosynthesis (p = 0.023), glycosaminoglycan degradation (p < 0.001), lipoic acid metabolism (p = 0.039), peroxisome (p < 0.001), and apoptosis (p < 0.001), but inversely related to glycerolipid metabolism (p < 0.001). Anaerotruncus spp. was positively associated with decreased biosynthesis of ansamycin only (p = 0.001). No overlapping signaling pathways were modulated by Bacteroides caccae or Anaerotruncus spp. Conclusions: Our results revealed that fecal Anaerotruncus spp. and Bacteroides caccae were abundant and may be associated with the risk of NSCLC regardless of sex, smoking history, and gut-microbe-related comorbidities. Further investigations on the mechanism underlying the potential association between gut dysbiosis and the development of NSCLC are warranted.
肠道微生物群落失衡,即肠道菌群失调,与各种恶性疾病有关。本研究旨在鉴定年龄匹配的未经治疗的非小细胞肺癌(NSCLC)患者和健康个体的肠道微生物群特征,以研究可能涉及 NSCLC 发生的肠道微生物相关途径。
我们纳入了 34 名年龄匹配的 NSCLC 患者和 268 名健康个体。对新鲜粪便样本中 16S rRNA 的高变区 V3-V4 扩增子进行测序。分析多样性、微生物组成、功能途径、吸烟史和与肠道微生物相关的合并症,以评估与 NSCLC 风险相关的因素。
与健康个体相比,NSCLC 患者的微生物 α 多样性降低,β 多样性差异显著(p<0.001)。在调整性别、吸烟史、高血压、糖尿病、慢性阻塞性肺疾病和患者与对照组之间存在显著差异的 11 种丰富微生物后,Anaerotruncus spp. 和 Bacteroides caccae 的富集与 NSCLC 风险增加相关(p=0.003 和 0.007,分别)。Anaerotruncus spp. 和 Bacteroides caccae 的受试者工作特征曲线下面积分别为 71.4%和 66.9%(均 p<0.001)。此外,Bacteroides caccae 的丰度与类固醇激素生物合成(p<0.001)、N-聚糖生物合成(p=0.023)、糖胺聚糖降解(p<0.001)、硫辛酸代谢(p=0.039)、过氧化物酶体(p<0.001)和细胞凋亡(p<0.001)呈正相关,但与甘油磷脂代谢(p<0.001)呈负相关。Anaerotruncus spp. 仅与 ansamycin 的生物合成减少呈正相关(p=0.001)。Bacteroides caccae 或 Anaerotruncus spp. 调节的信号通路没有重叠。
我们的结果表明,粪便中 Anaerotruncus spp. 和 Bacteroides caccae 丰度增加,与 NSCLC 风险相关,而与性别、吸烟史和与肠道微生物相关的合并症无关。需要进一步研究肠道菌群失调与 NSCLC 发生之间潜在关联的机制。