Genomics, Proteomics & Bioinformatics (Apr 2022)
Life History Recorded in the Vagino-cervical Microbiome Along with Multi-omes
- Zhuye Jie,
- Chen Chen,
- Lilan Hao,
- Fei Li,
- Liju Song,
- Xiaowei Zhang,
- Jie Zhu,
- Liu Tian,
- Xin Tong,
- Kaiye Cai,
- Zhe Zhang,
- Yanmei Ju,
- Xinlei Yu,
- Ying Li,
- Hongcheng Zhou,
- Haorong Lu,
- Xuemei Qiu,
- Qiang Li,
- Yunli Liao,
- Dongsheng Zhou,
- Heng Lian,
- Yong Zuo,
- Xiaomin Chen,
- Weiqiao Rao,
- Yan Ren,
- Yuan Wang,
- Jin Zi,
- Rong Wang,
- Na Liu,
- Jinghua Wu,
- Wei Zhang,
- Xiao Liu,
- Yang Zong,
- Weibin Liu,
- Liang Xiao,
- Yong Hou,
- Xun Xu,
- Huanming Yang,
- Jian Wang,
- Karsten Kristiansen,
- Huijue Jia
Affiliations
- Zhuye Jie
- BGI-Shenzhen, Shenzhen 518083, China; Shenzhen Key Laboratory of Human Commensal Microorganisms and Health Research, BGI-Shenzhen, Shenzhen 518083, China; Department of Biology, University of Copenhagen, Copenhagen DK-2100, Denmark
- Chen Chen
- BGI-Shenzhen, Shenzhen 518083, China; Shenzhen Key Laboratory of Human Commensal Microorganisms and Health Research, BGI-Shenzhen, Shenzhen 518083, China; Department of Biology, University of Copenhagen, Copenhagen DK-2100, Denmark; Corresponding authors.
- Lilan Hao
- BGI-Shenzhen, Shenzhen 518083, China
- Fei Li
- BGI-Shenzhen, Shenzhen 518083, China
- Liju Song
- BGI-Shenzhen, Shenzhen 518083, China
- Xiaowei Zhang
- BGI-Shenzhen, Shenzhen 518083, China
- Jie Zhu
- BGI-Shenzhen, Shenzhen 518083, China
- Liu Tian
- BGI-Shenzhen, Shenzhen 518083, China
- Xin Tong
- BGI-Shenzhen, Shenzhen 518083, China
- Kaiye Cai
- BGI-Shenzhen, Shenzhen 518083, China; Shenzhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, BGI-Shenzhen, Shenzhen 518083, China
- Zhe Zhang
- BGI-Shenzhen, Shenzhen 518083, China
- Yanmei Ju
- BGI-Shenzhen, Shenzhen 518083, China; BGI Education Center, University of Chinese Academy of Sciences, Shenzhen 518083, China
- Xinlei Yu
- BGI-Shenzhen, Shenzhen 518083, China
- Ying Li
- BGI-Shenzhen, Shenzhen 518083, China
- Hongcheng Zhou
- China National Genebank, BGI-Shenzhen, Shenzhen 518120, China
- Haorong Lu
- China National Genebank, BGI-Shenzhen, Shenzhen 518120, China
- Xuemei Qiu
- BGI-Shenzhen, Shenzhen 518083, China
- Qiang Li
- BGI-Shenzhen, Shenzhen 518083, China
- Yunli Liao
- BGI-Shenzhen, Shenzhen 518083, China
- Dongsheng Zhou
- BGI-Shenzhen, Shenzhen 518083, China
- Heng Lian
- BGI-Shenzhen, Shenzhen 518083, China
- Yong Zuo
- BGI-Shenzhen, Shenzhen 518083, China
- Xiaomin Chen
- BGI-Shenzhen, Shenzhen 518083, China
- Weiqiao Rao
- BGI-Shenzhen, Shenzhen 518083, China
- Yan Ren
- BGI-Shenzhen, Shenzhen 518083, China
- Yuan Wang
- BGI-Shenzhen, Shenzhen 518083, China
- Jin Zi
- BGI-Shenzhen, Shenzhen 518083, China
- Rong Wang
- BGI-Shenzhen, Shenzhen 518083, China
- Na Liu
- BGI-Shenzhen, Shenzhen 518083, China
- Jinghua Wu
- BGI-Shenzhen, Shenzhen 518083, China
- Wei Zhang
- BGI-Shenzhen, Shenzhen 518083, China
- Xiao Liu
- BGI-Shenzhen, Shenzhen 518083, China
- Yang Zong
- BGI-Shenzhen, Shenzhen 518083, China
- Weibin Liu
- BGI-Shenzhen, Shenzhen 518083, China
- Liang Xiao
- BGI-Shenzhen, Shenzhen 518083, China; Shenzhen Engineering Laboratory of Detection and Intervention of Human Intestinal Microbiome, BGI-Shenzhen, Shenzhen 518083, China; BGI-Qingdao, BGI-Shenzhen, Qingdao 266555, China
- Yong Hou
- BGI-Shenzhen, Shenzhen 518083, China
- Xun Xu
- BGI-Shenzhen, Shenzhen 518083, China
- Huanming Yang
- BGI-Shenzhen, Shenzhen 518083, China; James D. Watson Institute of Genome Sciences, Hangzhou 310058, China
- Jian Wang
- BGI-Shenzhen, Shenzhen 518083, China; James D. Watson Institute of Genome Sciences, Hangzhou 310058, China
- Karsten Kristiansen
- BGI-Shenzhen, Shenzhen 518083, China; Department of Biology, University of Copenhagen, Copenhagen DK-2100, Denmark; BGI-Qingdao, BGI-Shenzhen, Qingdao 266555, China
- Huijue Jia
- BGI-Shenzhen, Shenzhen 518083, China; Shenzhen Key Laboratory of Human Commensal Microorganisms and Health Research, BGI-Shenzhen, Shenzhen 518083, China; Corresponding authors.
- Journal volume & issue
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Vol. 20,
no. 2
pp. 304 – 321
Abstract
The vagina contains at least a billion microbial cells, dominated by lactobacilli. Here we perform metagenomic shotgun sequencing on cervical and fecal samples from a cohort of 516 Chinese women of reproductive age, as well as cervical, fecal, and salivary samples from a second cohort of 632 women. Factors such as pregnancy history, delivery history, cesarean section, and breastfeeding were all more important than menstrual cycle in shaping the microbiome, and such information would be necessary before trying to interpret differences between vagino-cervical microbiome data. Greater proportion of Bifidobacterium breve was seen with older age at sexual debut. The relative abundance of lactobacilli especially Lactobacillus crispatus was negatively associated with pregnancy history. Potential markers for lack of menstrual regularity, heavy flow, dysmenorrhea, and contraceptives were also identified. Lactobacilli were rare during breastfeeding or post-menopause. Other features such as mood fluctuations and facial speckles could potentially be predicted from the vagino-cervical microbiome. Gut and salivary microbiomes, plasma vitamins, metals, amino acids, and hormones showed associations with the vagino-cervical microbiome. Our results offer an unprecedented glimpse into the microbiota of the female reproductive tract and call for international collaborations to better understand its long-term health impact other than in the settings of infection or pre-term birth.