Li Jing, Li Jingtao, Lyu Na, Ma Yue, Liu Fei, Feng Yuqing, Yao Li, Hou Zhiyong, Song Xiaofeng, Zhao Hongchuan, Li Xiaoya, Wang Yingdian, Xiao Cheng, Zhu Baoli
College of Life Sciences, Beijing Normal University, Beijing, China.
Department of Gastroenterology, China-Japan Friendship Hospital, Beijing, 100029, China.
Ther Adv Chronic Dis. 2020 Feb 26;11:2040622320904293. doi: 10.1177/2040622320904293. eCollection 2020.
FOLFOX treatment is a method used widely to reduce tumor size in low-set rectal cancer, with variable clinical results. FOLFOX agents comprise a mixture of oxaliplatin and 5-fluorouracil, the efficacy of which might be modulated by the gut microbiome in humans. This study aimed to determine whether the bowel microbiota is a factor that influences FOLFOX treatment.
To investigate the role of gut microbiota during FOLFOX treatment, we carried out comprehensive metagenomic and metabolomic analyses on 62 fecal samples collected from 37 low-set rectal cancer patients. A set of 31 samples was collected before the patients underwent treatment; another 31 samples were obtained after the treatment was completed. Among these samples, 50 were paired samples collected before and after FOLFOX treatment. The patients were divided into responder and nonresponder groups according to the treatment outcome. Metagenomic sequencing was performed on these fecal samples. Diverse bacterial taxa were identified by MetaGeneMark, Soapaligner, and DIAMOND; microbiotal data analyses were carried out in the R environment. Differences in microbial taxa and metagenomic linkage groups were observed in multiple comparative analyses.
The gut microbiota was altered after treatment. Compared with before treatment, the changes in bacterial diversity and microbiotal composition after treatment were more apparent in the responder group than in the nonresponder group. Bacterial species analysis revealed a group of gut bacteria in multiple comparisons, with a group of eight specific species being associated with the outcome of FOLFOX treatment. Responders and nonresponders before treatment were clearly separated based on this bacterial subset. Finally, the metagenomic linkage group network and metabolomic analyses based on the genomic data confirmed a more significant change in the gut microbiota during FOLFOX treatment in the responder group than in the nonresponder group.
Overall, our results describe a dynamic process of gut microbiotal changes from the start to the end of FOLFOX treatment, and verified a close relationship between microbiota and treatment outcome. Recognition of the significance of microbiotal intervention before FOLFOX treatment for low-set rectal cancer may improve the effects of these agents.
FOLFOX疗法是一种广泛用于缩小低位直肠癌肿瘤大小的方法,但临床效果存在差异。FOLFOX药物由奥沙利铂和5-氟尿嘧啶混合而成,其疗效可能受人体肠道微生物群的调节。本研究旨在确定肠道微生物群是否是影响FOLFOX治疗的一个因素。
为了研究肠道微生物群在FOLFOX治疗中的作用,我们对从37例低位直肠癌患者收集的62份粪便样本进行了全面的宏基因组和代谢组分析。一组31份样本在患者接受治疗前收集;另一组31份样本在治疗完成后获得。在这些样本中,50份是FOLFOX治疗前后收集的配对样本。根据治疗结果将患者分为反应者组和无反应者组。对这些粪便样本进行宏基因组测序。通过MetaGeneMark、Soapaligner和DIAMOND鉴定不同的细菌分类群;在R环境中进行微生物数据分析。在多次比较分析中观察到微生物分类群和宏基因组连锁群的差异。
治疗后肠道微生物群发生了改变。与治疗前相比,反应者组治疗后细菌多样性和微生物组成的变化比无反应者组更明显。细菌种类分析在多次比较中揭示了一组肠道细菌,其中一组8种特定细菌与FOLFOX治疗结果相关。基于这个细菌亚群,治疗前的反应者和无反应者被明显区分开来。最后,基于基因组数据的宏基因组连锁群网络和代谢组分析证实,反应者组在FOLFOX治疗期间肠道微生物群的变化比无反应者组更显著。
总体而言,我们的结果描述了从FOLFOX治疗开始到结束肠道微生物群变化的动态过程,并验证了微生物群与治疗结果之间的密切关系。认识到FOLFOX治疗低位直肠癌前微生物干预的重要性可能会提高这些药物的疗效。