Department of Genomics and Evolutionary Biology, National Institute of Genetics, Mishima, Shizuoka, Japan.
Tohoku National Fisheries Research Institute, Japan Fisheries Research and Education Agency, Shiogama, Miyagi, Japan.
PLoS One. 2021 Oct 12;16(10):e0257862. doi: 10.1371/journal.pone.0257862. eCollection 2021.
The taxonomic compositions of marine prokaryotic communities are known to follow seasonal cycles, but functional metagenomic insights into this seasonality is still limited. We analyzed a total of 22 metagenomes collected at 11 time points over a 14-month period from two sites in Sendai Bay, Japan to obtain seasonal snapshots of predicted functional profiles of the non-cyanobacterial prokaryotic community. Along with taxonomic composition, functional gene composition varied seasonally and was related to chlorophyll a concentration, water temperature, and salinity. Spring phytoplankton bloom stimulated increased abundances of putative genes that encode enzymes in amino acid metabolism pathways. Several groups of functional genes, including those related to signal transduction and cellular communication, increased in abundance during the mid- to post-bloom period, which seemed to be associated with a particle-attached lifestyle. Alternatively, genes in carbon metabolism pathways were generally more abundant in the low chlorophyll a period than the bloom period. These results indicate that changes in trophic condition associated with seasonal phytoplankton succession altered the community function of prokaryotes. Our findings on seasonal changes of predicted function provide fundamental information for future research on the mechanisms that shape marine microbial communities.
海洋原核生物群落的分类组成已知遵循季节性周期,但对这种季节性的功能宏基因组学的了解仍然有限。我们分析了从日本仙台湾的两个地点采集的总共 22 个宏基因组,这些宏基因组是在 14 个月的 11 个时间点收集的,以获得非蓝藻原核生物群落预测功能谱的季节性快照。与分类组成一样,功能基因组成也随季节变化,与叶绿素 a 浓度、水温、盐度有关。春季浮游植物繁殖刺激了编码氨基酸代谢途径酶的假定基因的丰度增加。几个功能基因群,包括与信号转导和细胞通讯相关的基因,在繁殖后期增加了丰度,这似乎与颗粒附着的生活方式有关。相反,碳代谢途径的基因在低叶绿素 a 期比繁殖期通常更丰富。这些结果表明,与季节性浮游植物演替相关的营养条件变化改变了原核生物群落的功能。我们对预测功能季节性变化的发现为未来研究塑造海洋微生物群落的机制提供了基本信息。