基于高通量测序的不同年龄恒河猴肠道菌群结构差异分析
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(卫健委人类疾病比较医学重点实验室,中国医学科学院医学实验动物研究所;北京协和医学院比较医学中心,北京 100021)

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Q95-33

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Analysis of gut microbiomes of rhesus macaques of different ages by high-throughput sequencing
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(Key Laboratory of Human Disease Comparative Medicine, Ministry of Health; Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences (CAMS) Comparative Medicine Center, Peking Union Medical College (PUMC), Beijing 100021, China)

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    摘要:

    目的 观察不同年龄恒河猴肠道菌群结构和丰度的变化。方法 50 只恒河猴,分为成年(5 ~ 10岁)、老年(10 岁以上)2 组,其中成年组33 只,老年组17 只。采集动物的新鲜直肠粪便,提取DNA 后使用Illumina高通量测序平台对样本中细菌16S rDNA-V3 区进行测序,定量分析肠道菌群的结构和丰度。结果 老年组和成年组获得的优化序列数差异无显著性( P > 0. 05)。α-多样性分析,老年组恒河猴肠道菌群的Chao1 指数( P =0. 0174)、Simpson 指数( P =0. 0258)、ACE 指数( P =0. 0121)与成年组比较降低,Shannon 指数与成年组比较升高( P =0. 0132)。老年组与成年组相比,在门水平,拟杆菌门(Bacteroidetes) 相对丰度升高( P = 0. 0013),厚壁菌门(Firmicutes)、螺旋体门(Spirochaetes)、疣微菌门(Verrucomicrobia)、粘胶球形菌门(Lentisphaerae)相对丰度降低( P = 0. 0283, P = 0. 0002, P = 0. 0482, P = 0. 0242)。在科水平, Prevotellaceae 相对丰度升高( P = 0. 0001),Ruminococcaceae、Clostridiales、Spirochaetaceae、Christensenellaceae 相对丰度降低( P = 0. 0039, P = 0. 0080, P = 0. 0002, P =0. 0021)。在属水平,老年组unidentified_Prevotellaceae 相对丰度升高( P = 0. 0001),乳杆菌属(Lactobacillus)、八迭球菌(Sarcina)、unidentified_Spirochaetaceae 相对丰度降低( P =0. 0114, P =0. 0227, P =0. 0028)。β-多样性分析,老年组肠道菌群与成年组分布在不同区域, 差异有显著性( P = 0. 003)。LEfSe 分析, 在成年组, 链球菌属(Streptococcus)、布赫纳氏菌属(buchnera)、乳杆菌属(lactobacillus)是具有统计学意义的生物标记物。结论 恒河猴肠道菌群的结构随年龄增长而改变。丰度降低,多样性增高。

    Abstract:

    Objective To investigate the characteristics of gut microbiota in rhesus macaques of different ages.Methods Stool samples were collected from 33 adult (5-10 years old) and 17 old (>10 years old) rhesus macaques and the V3 region of the 16S rDNA gene was examined by Illumina Miseq high-throughput sequencing. The abundance and composition of the gut microbiota were analyzed by cluster analysis. Results DNA sequence analysis was successfully performed ( P >0. 05). The Chao1 ( P =0. 0174), Simpson ( P =0. 0258), and ACE ( P =0. 0121) indexes were lower and the Shannon index ( P = 0. 0132) was higher in the old group than the adult group. At the phylum level, the relative abundance of Bacteroidetes was higher in the old group than the adult group ( P = 0. 013). Conversely, the relative abundance of Firmicutes, Spirochaetes, Verrucomicrobia and Lentisphaerae was lower in the old group than the adult group ( P =0. 0283, P = 0. 0002, P = 0. 0482, P = 0. 0242). At the family level, the relative abundance of Prevotellaceae was higher in the old group than the adult group ( P = 0. 0001), while the relative abundance of Ruminococcaceae,Clostridiales, Spirochaetaceae, and Christensenellaceae was lower in the old group ( P =0. 0039, P =0. 0080, P =0. 0002, P =0. 0021). At the genus level, the relative abundance of unidentified Prevotellaceae was higher in the old group than the adult group ( P =0. 0001). By contrast, the relative abundance of Lactobacillus, Sarcina and unidentified Spirochaetaceae was lower in the old group than the adult group ( P = 0. 0114, P = 0. 0227, P = 0. 0028). β-diversity analysis showed that the adult and old groups were distributed in different quadrants, and there was a significant difference between the two groups ( P =0. 003). LDA effect size analysis indicated that Streptococcus, Buchnera, and Lactobacillus were biomarkers at the genus level in the adult group. Conclusions Rhesus macaques have a lower abundance and higher diversity of gut microbiota with increasing age.

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朱华,肖冲,尚海泉,郭亚茜,杜晓鹏,秦川.基于高通量测序的不同年龄恒河猴肠道菌群结构差异分析[J].中国实验动物学报,2019,27(1):72~78.

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  • 收稿日期:2018-10-17
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  • 在线发布日期: 2019-03-06
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