Cong Jing, Zhu Jingjuan, Zhang Chuantao, Li Tianjun, Liu Kewei, Liu Dong, Zhou Na, Jiang Man, Hou Helei, Zhang Xiaochun
Department of Medical Oncology, The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao, China.
Cancer Institute, Qingdao, China.
Front Microbiol. 2019 May 7;10:1008. doi: 10.3389/fmicb.2019.01008. eCollection 2019.
Intestinal microbiota is now widely known to play key roles in nutritional uptake, metabolism, and regulation of human immune responses. There are multiple studies assessing intestinal microbiota changes in response to chemotherapy. In this study, microbial phylogenetic molecular ecological networks (pMENs) were firstly used to study the effects of chemotherapy on the intestinal microbiota of colorectal cancer (CRC) patients. Based on the random network model, we demonstrated that overall network structures and properties were significantly changed by chemotherapy, especially in average path length, average clustering coefficient, average harmonic geodesic distance and modularity ( < 0.05). The taxa in the module tended to co-exclude rather than co-occur in CRC patient networks, indicating probably competition relationships. The co-exclude correlations were decreased by 37.3% from T0 to T5 in response to chemotherapy. Significantly negative correlations were observed in positive/negative OTU degree and tumor markers ( < 0.05). Furthermore, the topological roles of the OTUs (module hubs and connectors) were changed with the chemotherapy. For example, the OTU167, OTU8, and OTU9 from the genera , and , respectively, were identified as keystone taxa, which were defined as either "hubs" or OTUs with highest connectivity in the network. These OTUs were significantly correlated with tumor markers ( < 0.05), suggesting that they probably were influenced by chemotherapy. The pMENs constructed in this study predicted the potential effects of chemotherapy on intestinal microbial community co-occurrence interactions. The changes may have an effect on the therapeutic effects. However, larger clinical samples are required to identify the conclusion.
目前人们普遍认为肠道微生物群在营养吸收、新陈代谢以及人类免疫反应调节中发挥着关键作用。有多项研究评估了化疗对肠道微生物群变化的影响。在本研究中,首次使用微生物系统发育分子生态网络(pMENs)来研究化疗对结直肠癌(CRC)患者肠道微生物群的影响。基于随机网络模型,我们证明化疗显著改变了整体网络结构和属性,尤其是在平均路径长度、平均聚类系数、平均调和测地线距离和模块度方面(<0.05)。在CRC患者网络中,模块中的分类群倾向于相互排斥而非同时出现,这可能表明存在竞争关系。响应化疗,从T0到T5,相互排斥的相关性降低了37.3%。在正/负OTU度与肿瘤标志物之间观察到显著的负相关(<0.05)。此外,OTU的拓扑作用(模块枢纽和连接点)随着化疗而改变。例如,分别来自属、和的OTU167、OTU8和OTU9被确定为关键分类群,它们被定义为网络中具有最高连通性的“枢纽”或OTU。这些OTU与肿瘤标志物显著相关(<0.05),表明它们可能受到化疗的影响。本研究构建的pMENs预测了化疗对肠道微生物群落共生相互作用的潜在影响。这些变化可能会对治疗效果产生影响。然而,需要更大规模的临床样本才能确定这一结论。