Enhanced biological phosphorus removal (EBPR) is widely used for removal of phosphorus from wastewater. In this study, a metagenome (18.2 Gb) was generated using Illumina sequencing from a full-scale EBPR plant to study the community structure and genetic potential. Quantitative fluorescence in situ hybridization (qFISH) was applied as an independent method to evaluate the community structure. The results were in qualitative agreement, but a DNA extraction bias against gram positive bacteria using standard extraction protocols was identified, which would not have been identified without the use of qFISH. The genetic potential for community function showed enrichment of genes involved in phosphate metabolism and biofilm formation, reflecting the selective pressure of the EBPR process. Most contigs in the assembled metagenome had low similarity to genes from currently sequenced genomes, underlining the need for more reference genomes of key EBPR species. Only the genome of 'Candidatus Accumulibacter', a genus of phosphorus-removing organisms, was closely enough related to the species present in the metagenome to allow for detailed investigations. Accumulibacter accounted for only 4.8% of all bacteria by qFISH, but the depth of sequencing enabled detailed insight into their microdiversity in the full-scale plant. Only 15% of the reads matching Accumulibacter had a high similarity (495%) to the sequenced Accumulibacter clade IIA strain UW-1 genome, indicating the presence of some microdiversity. The differences in gene complement between the Accumulibacter clades were limited to genes for extracellular polymeric substances and phage-related genes, suggesting a selective pressure from phages on the Accumulibacter diversity. The ISME Journal (2012) 6, 1094-1106; doi:10.1038/ismej.2011.176; published online 15 December 2011
机构:
Univ Chicago, Computat Inst, Chicago, IL 60637 USA
Cairo Univ, Dept Microbiol & Immunol, Fac Pharm, Cairo 11562, EgyptUniv Chicago, Computat Inst, Chicago, IL 60637 USA
Aziz, Ramy K.
Breitbart, Mya
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, Tampa, FL 33620 USAUniv Chicago, Computat Inst, Chicago, IL 60637 USA
Breitbart, Mya
Edwards, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Comp Sci, San Diego, CA 92182 USA
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USAUniv Chicago, Computat Inst, Chicago, IL 60637 USA
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Environm Biotechnol Cooperat Res Ctr, Sydney, NSW, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Barr, Jeremy J.
Slater, Frances R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Slater, Frances R.
Fukushima, Toshikazu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Univ Tokyo, Grad Sch Frontier Sci, Div Environm Studies, Chiba, JapanUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Fukushima, Toshikazu
Bond, Philip L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Environm Biotechnol Cooperat Res Ctr, Sydney, NSW, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Flinders Univ S Australia, Sch Biol Sci, Bedford Pk, SA 5042, AustraliaSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Dinsdale, Elizabeth A.
Edwards, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Ctr Microbial Sci, San Diego, CA 92182 USA
San Diego State Univ, Dept Comp Sci, San Diego, CA 92182 USA
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Edwards, Robert A.
Hall, Dana
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Hall, Dana
Angly, Florent
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h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Angly, Florent
Breitbart, Mya
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Breitbart, Mya
Brulc, Jennifer M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Brulc, Jennifer M.
Furlan, Mike
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Furlan, Mike
Desnues, Christelle
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h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Desnues, Christelle
Haynes, Matthew
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h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Haynes, Matthew
Li, Linlin
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h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Li, Linlin
McDaniel, Lauren
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
McDaniel, Lauren
Moran, Mary Ann
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Marine Sci, Athens, GA 30602 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Moran, Mary Ann
Nelson, Karen E.
论文数: 0引用数: 0
h-index: 0
机构:
J Craig Venter Inst, Rockville, MD 20850 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Nelson, Karen E.
Nilsson, Christina
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore 138672, SingaporeSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Nilsson, Christina
Olson, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Olson, Robert
Paul, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Paul, John
Brito, Beltran Rodriguez
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h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Brito, Beltran Rodriguez
Ruan, Yijun
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore 138672, SingaporeSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Ruan, Yijun
Swan, Brandon K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Earth Sci, Santa Barbara, CA 93106 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Swan, Brandon K.
Stevens, Rick
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Stevens, Rick
Valentine, David L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Earth Sci, Santa Barbara, CA 93106 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Valentine, David L.
Thurber, Rebecca Vega
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Thurber, Rebecca Vega
Wegley, Linda
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Wegley, Linda
White, Bryan A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USA
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
机构:
Univ Chicago, Computat Inst, Chicago, IL 60637 USA
Cairo Univ, Dept Microbiol & Immunol, Fac Pharm, Cairo 11562, EgyptUniv Chicago, Computat Inst, Chicago, IL 60637 USA
Aziz, Ramy K.
Breitbart, Mya
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, Tampa, FL 33620 USAUniv Chicago, Computat Inst, Chicago, IL 60637 USA
Breitbart, Mya
Edwards, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Comp Sci, San Diego, CA 92182 USA
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USAUniv Chicago, Computat Inst, Chicago, IL 60637 USA
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Environm Biotechnol Cooperat Res Ctr, Sydney, NSW, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Barr, Jeremy J.
Slater, Frances R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Slater, Frances R.
Fukushima, Toshikazu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Univ Tokyo, Grad Sch Frontier Sci, Div Environm Studies, Chiba, JapanUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Fukushima, Toshikazu
Bond, Philip L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
Environm Biotechnol Cooperat Res Ctr, Sydney, NSW, AustraliaUniv Queensland, Adv Water Management Ctr AWMC, Brisbane, Qld 4072, Australia
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Flinders Univ S Australia, Sch Biol Sci, Bedford Pk, SA 5042, AustraliaSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Dinsdale, Elizabeth A.
Edwards, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Ctr Microbial Sci, San Diego, CA 92182 USA
San Diego State Univ, Dept Comp Sci, San Diego, CA 92182 USA
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Edwards, Robert A.
Hall, Dana
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Hall, Dana
Angly, Florent
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Angly, Florent
Breitbart, Mya
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Breitbart, Mya
Brulc, Jennifer M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Brulc, Jennifer M.
Furlan, Mike
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Furlan, Mike
Desnues, Christelle
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Desnues, Christelle
Haynes, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Haynes, Matthew
Li, Linlin
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Li, Linlin
McDaniel, Lauren
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
McDaniel, Lauren
Moran, Mary Ann
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Marine Sci, Athens, GA 30602 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Moran, Mary Ann
Nelson, Karen E.
论文数: 0引用数: 0
h-index: 0
机构:
J Craig Venter Inst, Rockville, MD 20850 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Nelson, Karen E.
Nilsson, Christina
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore 138672, SingaporeSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Nilsson, Christina
Olson, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Olson, Robert
Paul, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Paul, John
Brito, Beltran Rodriguez
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USA
San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Brito, Beltran Rodriguez
Ruan, Yijun
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore 138672, SingaporeSan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Ruan, Yijun
Swan, Brandon K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Earth Sci, Santa Barbara, CA 93106 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Swan, Brandon K.
Stevens, Rick
论文数: 0引用数: 0
h-index: 0
机构:
Argonne Natl Lab, Div Math & Comp Sci, Argonne, IL 60439 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Stevens, Rick
Valentine, David L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Earth Sci, Santa Barbara, CA 93106 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Valentine, David L.
Thurber, Rebecca Vega
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Thurber, Rebecca Vega
Wegley, Linda
论文数: 0引用数: 0
h-index: 0
机构:
San Diego State Univ, Dept Biol, San Diego, CA 92182 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA
Wegley, Linda
White, Bryan A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USA
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USASan Diego State Univ, Dept Biol, San Diego, CA 92182 USA