Odamaki Toshitaka, Kato Kumiko, Sugahara Hirosuke, Hashikura Nanami, Takahashi Sachiko, Xiao Jin-Zhong, Abe Fumiaki, Osawa Ro
Next Generation Science Institute, Morinaga Milk Industry Co., Ltd., Zama, Kanagawa, Japan.
Food Ingredients & Technology Institute, Morinaga Milk Industry Co., Ltd., Zama, Kanagawa, Japan.
BMC Microbiol. 2016 May 25;16:90. doi: 10.1186/s12866-016-0708-5.
It has been reported that the composition of human gut microbiota changes with age; however, few studies have used molecular techniques to investigate the long-term, sequential changes in gut microbiota composition. In this study, we investigated the sequential changes in gut microbiota composition in newborn to centenarian Japanese subjects.
Fecal samples from 367 healthy Japanese subjects between the ages of 0 and 104 years were analyzed by high-throughput sequencing of amplicons derived from the V3-V4 region of the 16S rRNA gene. Analysis based on bacterial co-abundance groups (CAGs) defined by Kendall correlations between genera revealed that certain transition types of microbiota were enriched in infants, adults, elderly individuals and both infant and elderly subjects. More positive correlations between the relative abundances of genera were observed in the elderly-associated CAGs compared with the infant- and adult-associated CAGs. Hierarchical Ward's linkage clustering based on the abundance of genera indicated five clusters, with median (interquartile range) ages of 3 (0-35), 33 (24-45), 42 (32-62), 77 (36-84) and 94 (86-98) years. Subjects were predominantly clustered with their matched age; however, some of them fell into mismatched age clusters. Furthermore, clustering based on the proportion of transporters predicted by phylogenetic investigation of communities by reconstruction of unobserved states (PICRUSt) showed that subjects were divided into two age-related groups, the adult-enriched and infant/elderly-enriched clusters. Notably, all the drug transporters based on Kyoto Encyclopedia of Genes and Genomes (KEGG) Orthology groups were found in the infant/elderly-enriched cluster.
Our results indicate some patterns and transition points in the compositional changes in gut microbiota with age. In addition, the transporter property prediction results suggest that nutrients in the gut might play an important role in changing the gut microbiota composition with age.
据报道,人类肠道微生物群的组成会随着年龄的增长而发生变化;然而,很少有研究使用分子技术来研究肠道微生物群组成的长期、连续变化。在本研究中,我们调查了从新生儿到百岁老人的日本受试者肠道微生物群组成的连续变化。
对367名年龄在0至104岁之间的健康日本受试者的粪便样本进行了16S rRNA基因V3-V4区域扩增子的高通量测序分析。基于属间肯德尔相关性定义的细菌共丰度组(CAGs)分析表明,某些微生物群的过渡类型在婴儿、成年人、老年人以及婴儿和老年人中均有富集。与婴儿和成人相关的CAGs相比,在老年人相关的CAGs中观察到属相对丰度之间更多的正相关。基于属丰度的层次沃德连锁聚类表明有五个聚类,中位(四分位间距)年龄分别为3(0-35)、33(24-45)、42(32-62)、77(36-84)和94(86-98)岁。受试者主要与其匹配年龄聚类;然而,其中一些人落入了不匹配的年龄聚类中。此外,基于通过重建未观察状态进行群落系统发育调查(PICRUSt)预测的转运蛋白比例进行聚类表明,受试者被分为两个与年龄相关的组,即成人富集组和婴儿/老年人富集组。值得注意的是,基于京都基因与基因组百科全书(KEGG)直系同源组的所有药物转运蛋白都在婴儿/老年人富集组中被发现。
我们的结果表明了肠道微生物群组成随年龄变化的一些模式和转变点。此外,转运蛋白特性预测结果表明,肠道中的营养物质可能在随年龄变化的肠道微生物群组成中发挥重要作用。