Biofouling of Reverse Osmosis (RO) membrane is a significant issue for the water treatment industry. In this study, we apply the metagenomic shot-gun sequencing technology to characterise the composition and functional potential of the microbial community in a full-scale RO plant, at different stages of seawater treatment. We find Proteobacteria, Bacteroidetes and Planctomycetes to be the most abundant bacterial phyla. The genetic potential of the RO membrane microbial community shows the enrichment of genes involved in biofilm formation, representing the selective pressure of the biofilm formation process. We recover 31 metagenome-assembled genomes (MAGs) from intake (raw seawater), fouled RO membranes (leading and middle RO module) and brine reject water. A total of 25 MAGs are recovered from the biofilm samples (leading and middle RO modules), with 9 of them (36%) belonging to Planctomycetes. We investigate all 25 MAGs for genes (pili, flagella, quorum sensing, quorum quenching and nitrate reduction) that play an important role in biofilm formation and sustenance of cells. We show that Planctomycetes contain genes for the formation of flagella and pili, and the reduction of nitrate. Although genes for quorum sensing are not detected, quorum quenching genes are identified in the biofilm MAGs. Our results show that Planctomycetes, along with other microbes, play an important role in the formation and sustenance of biofilms on seawater RO membranes. (C) 2018 Elsevier Ltd. All rights reserved.
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Ulsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Jeong, Kwanho
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Son, Moon
Yoon, Nakyung
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Ulsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Yoon, Nakyung
Park, Sanghun
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Ulsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Park, Sanghun
Shim, Jaegyu
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Ulsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Shim, Jaegyu
Kim, Jihye
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K Water Res Inst, Waterworks Res Ctr, Yuseong Daero 1689 Beon Gil, Daejeon 125, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Kim, Jihye
Lim, Jae-Lim
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K Water Res Inst, Waterworks Res Ctr, Yuseong Daero 1689 Beon Gil, Daejeon 125, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
Lim, Jae-Lim
Cho, Kyung Hwa
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Ulsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South KoreaUlsan Natl Inst Sci & Technol, Dept Urban & Environm Engn, UNIST Gil 50, Ulsan, South Korea
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Univ Las Palmas Gran Canaria, Dept Elect Engn & Automat, Campus Univ Tafira, E-35017 Las Palmas Gran Canaria, SpainUniv Las Palmas Gran Canaria, Dept Elect Engn & Automat, Campus Univ Tafira, E-35017 Las Palmas Gran Canaria, Spain
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Tang, Fang
Hu, Hong-Ying
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Tsinghua Univ, Grad Sch Shenzhen, State Environm Protect Key Lab Microorganism Appl, Shenzhen 518055, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Hu, Hong-Ying
Sun, Li-Juan
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Sun, Li-Juan
Wu, Qian-Yuan
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Tsinghua Univ, Grad Sch Shenzhen, State Environm Protect Key Lab Microorganism Appl, Shenzhen 518055, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Wu, Qian-Yuan
Jiang, Yan-Mei
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Jiang, Yan-Mei
Guan, Yun-Tao
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Tsinghua Univ, Grad Sch Shenzhen, State Environm Protect Key Lab Microorganism Appl, Shenzhen 518055, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Guan, Yun-Tao
Huang, Jing-Jing
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China Power Engn Consulting Grp Corp, Beijing 100120, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
机构:
Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Tang, Fang
Hu, Hong-Ying
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Tsinghua Univ, Grad Sch Shenzhen, State Environm Protect Key Lab Microorganism Appl, Shenzhen 518055, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Hu, Hong-Ying
Sun, Li-Juan
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Tsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Sun, Li-Juan
Sun, Ying-Xue
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Beijing Technol & Business Univ, Dept Environm Sci & Engn, Beijing 100048, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Sun, Ying-Xue
Shi, Na
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Beijing Technol & Business Univ, Dept Environm Sci & Engn, Beijing 100048, Peoples R ChinaTsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
Shi, Na
Crittenden, John C.
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Georgia Inst Technol, Sch Civil & Environm Engn, Atlanta, GA 30332 USATsinghua Univ, Sch Environm, Environm Simulat & Pollut Control State Key Joint, Beijing 100084, Peoples R China
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Univ South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia
GIST, Sch Environm Sci & Engn, 123 Cheomdan Gwagiro, Gwangju 61005, South KoreaUniv South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia
Chun, Youngpil
Choi, Donggeon
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GIST, Sch Environm Sci & Engn, 123 Cheomdan Gwagiro, Gwangju 61005, South KoreaUniv South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia
Choi, Donggeon
Kim, Daehee
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GIST, Sch Environm Sci & Engn, 123 Cheomdan Gwagiro, Gwangju 61005, South KoreaUniv South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia
Kim, Daehee
Lovitt, Robert W.
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Swansea Univ, Coll Engn, Ctr Complex Fluid Proc, Syst & Proc Engn Ctr, Swansea SA2 8PP, W Glam, WalesUniv South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia
Lovitt, Robert W.
Chang, In Seop
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GIST, Sch Environm Sci & Engn, 123 Cheomdan Gwagiro, Gwangju 61005, South KoreaUniv South Australia, Sch Nat & Built Environm, Ctr Water Management & Reuse, Mawson Lakes, SA 5095, Australia