title: Active populations of rare microbes in oceanic environments as revealed by bromodeoxyuridine incorporation and 454 tag sequencing.
abstract: The "rare biosphere" consisting of thousands of low-abundance microbial taxa is important as a seed bank or a gene pool to maintain microbial functional redundancy and robustness of the ecosystem. Here we investigated contemporaneous growth of diverse microbial taxa including rare taxa and determined their variability in environmentally distinctive locations along a north-south transect in the Pacific Ocean in order to assess which taxa were actively growing and how environmental factors influenced bacterial community structures. A bromodeoxyuridine-labeling technique in combination with PCR amplicon pyrosequencing of 16S rRNA genes gave 215-793 OTUs from 1200 to 3500 unique sequences in the total communities and 175-299 OTUs nearly 860 to 1800 sequences in the active communities. Unexpectedly, many of the active OTUs were not detected in the total fractions. Among these active but rare OTUs, some taxa (2-4% of rare OTUs) showed much higher abundance (>0.10% of total reads) in the active fraction than in the total fraction, suggesting that their contribution to bacterial community productivity or growth was much larger than that expected from their standing stocks at each location. An ordination plot by the principal component analysis presented that bacterial community compositions among 4 sampling locations and between total and active fractions were distinctive with each other. A redundancy analysis revealed that the variability of community compositions significantly correlated to seawater temperature and dissolved oxygen concentration. Also, a variation partitioning analysis showed that the environmental factors explained 49% of the variability of community compositions and the distance only explained 4.0% of its variability. These results implied very dynamic change of community structures due to environmental filtering. The active bacterial populations are more diverse and spread further in rare biosphere than we have ever seen. This study implied that rare microbes are important as an active part of microbial communities functioning ecosystems.
authors.affiliation: Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba 277-8564, Japan. Electronic address: hamasaki@aori.u-tokyo.ac.jp.
authors.forename: Koji
authors.initials: K
authors.lastname: Hamasaki
authors.affiliation: Faculty of Agriculture, Kinki University, Japan.
authors.forename: Akito
authors.initials: A
authors.lastname: Taniguchi
authors.affiliation: Faculty of Environmental Earth Science, Hokkaido University, Japan.
authors.forename: Yuya
authors.initials: Y
authors.lastname: Tada
authors.affiliation: Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba 277-8564, Japan.
authors.forename: Ryo
authors.initials: R
authors.lastname: Kaneko
authors.affiliation: Institute of Oceanography, National Taiwan University, Taiwan; Research Center for Environmental Changes, Academia Sinica, Taiwan.
authors.forename: Takeshi
authors.initials: T
authors.lastname: Miki
mesh_terms: D001973:Bromodeoxyuridine / Q000378:metabolism*; D010140:Pacific Ocean; D016133:Polymerase Chain Reaction; D012336:RNA, Ribosomal, 16S / Q000235:genetics*; D054712:Salinity; D013696:Temperature; D014871:Water Microbiology
chemical_list: D012336:RNA, Ribosomal, 16S; D001973:Bromodeoxyuridine
keywords: 454 pyrosequencing; Bacteria; Bromodeoxyuridine; Ocean; Rare biosphere