Unmasking the identity of toxigenic cyanobacteria driving a multi-toxin bloom by high-throughput sequencing of cyanotoxins genes and 16S rRNA metabarcoding
被引:33
作者:
Cristina Casero, Maria
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Univ Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
CSIC, Museo Nacl Ciencias Nat, Dept Biogeoquim & Ecol, C Serrano 115 Dpdo, ES-28006 Madrid, SpainUniv Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
Cristina Casero, Maria
[1
,3
]
Velazquez, David
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Univ Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, SpainUniv Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
Velazquez, David
[1
]
Medina-Cobo, Miguel
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Ctr Estudios Hidrog, Paseo Bajo Virgen Puerto 3, ES-28005 Madrid, SpainUniv Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
Medina-Cobo, Miguel
[2
]
Quesada, Antonio
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Univ Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, SpainUniv Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
Quesada, Antonio
[1
]
Cires, Samuel
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Univ Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, SpainUniv Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
Cires, Samuel
[1
]
机构:
[1] Univ Autonoma Madrid, Dept Biol, C Darwin 2, ES-28049 Madrid, Spain
[2] Ctr Estudios Hidrog, Paseo Bajo Virgen Puerto 3, ES-28005 Madrid, Spain
[3] CSIC, Museo Nacl Ciencias Nat, Dept Biogeoquim & Ecol, C Serrano 115 Dpdo, ES-28006 Madrid, Spain
Cyanobacterial harmful algal blooms (CyanoHABs) are complex communities that include coexisting toxic and non-toxic strains only distinguishable by genetic methods. This study shows a water-management oriented use of next generation sequencing (NGS) to specifically pinpoint toxigenic cyanobacteria within a bloom simultaneously containing three of the most widespread cyanotoxins (the hepatotoxins microcystins, MCs; and the neurotoxins anatoxin-a, ATX, and saxitoxins, STXs). The 2013 summer bloom in Rosarito reservoir (Spain) comprised 33 cyanobacterial OTUs based on 16S rRNA metabarcoding, 7 of which accounted for as much as 96.6% of the community. Cyanotoxins and their respective biosynthesis genes were concurrently present throughout the entire bloom event including: MCs and mcyE gene; ATX and anaF gene; and STXs and sxtI gene. NGS applied to amplicons of cyanotoxin-biosynthesis genes unveiled 6 toxigenic OTUs, comprising 3 involved in MCs production (Planktothrix agardhii and 2 Microcystis spp.), 2 in ATX production (Cuspidothrix issatschenkoi and Phormidium/Tychonema spp.) and 1 in STXs production (Aphanizomenon gracile). These toxigenic taxa were also present in 16S rRNA OTUs list and their relative abundance was positively correlated with the respective toxin concentrations. Our results point at MC-producing P. agardhii and ATX-producing C. issatschenkoi as the main contributors to the moderate toxin concentrations observed, and suggest that their distribution in Southern Europe is broader than previously thought. Our findings also stress the need for monitoring low-abundance cyanobacteria (<1% relative abundance) in cyanotoxicity studies, and provide novel data on the presence of picocyanobacteria and potentially ATX-producing benthic taxa (e.g., Phormidium) in deep thermally-stratified water bodies. This study showcases a straightforward use of amplicon metagenomics of cyanotoxin biosynthesis genes in a multi-toxin bloom thus illustrating the broad applicability of NGS for water management in risk-oriented monitoring of CyanoHABs. (c) 2019 Elsevier B.V. All rights reserved.
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Chinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Jin, Jianshi
Yamamoto, Reiko
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Yamamoto, Reiko
Shiroguchi, Katsuyuki
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
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Shenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Kui, Ling
Xiang, Guisheng
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Xiang, Guisheng
Wang, Ya
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Yunnan Agr Univ, Coll Food Sci & Technol, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Ya
Wang, Zijun
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Zijun
Li, Guorong
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Lincang Tea Res Inst, Lincang, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Li, Guorong
Li, Dawei
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Li, Dawei
Yan, Jing
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Yan, Jing
Ye, Shuang
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Ye, Shuang
Wang, Chunping
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Chunping
Yang, Ling
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Yang, Ling
Zhang, Shiyu
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Shiyu
Zhang, Shuangyan
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Shuangyan
Zhou, Ling
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R China
Yunnan Agr Univ, Longrun Puer Tea Coll, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhou, Ling
Gui, Heng
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Chinese Acad Sci, Kunming Inst Bot, CAS Key Lab Plant Divers & Biogeog East Asia, Kunming, Yunnan, Peoples R China
Chinese Acad Sci, Ctr Mt Futures, Kunming Inst Bot, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Gui, Heng
Xu, Jianchu
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Chinese Acad Sci, Kunming Inst Bot, CAS Key Lab Plant Divers & Biogeog East Asia, Kunming, Yunnan, Peoples R China
Chinese Acad Sci, Ctr Mt Futures, Kunming Inst Bot, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Xu, Jianchu
Chen, Wei
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Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Chen, Wei
Zhang, Jun
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Shenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Jun
Huang, Tingyuan
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Guangzhou Ctr Dis Control & Prevent, Guangzhou, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Huang, Tingyuan
Majeed, Aasim
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Cent Univ Punjab, Mol Genet Lab, Lahore, IndiaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Majeed, Aasim
Sheng, Jun
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Yunnan Agr Univ, State Key Lab Conservat & Utilizat Bioresources Y, Kunming, Yunnan, Peoples R China
Yunnan Res Inst Local Plateau Agr & Ind, Kunming, Yunnan, Peoples R China
Yunnan Agr Univ, Key Lab Agrobiodivers & Pest Control, Minist Educ, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Sheng, Jun
Dong, Yang
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Yunnan Agr Univ, State Key Lab Conservat & Utilizat Bioresources Y, Kunming, Yunnan, Peoples R China
Yunnan Res Inst Local Plateau Agr & Ind, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
机构:
Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
El-Liethy, Mohamed Azab
Hemdan, Bahaa A.
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Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
Hemdan, Bahaa A.
El-Taweel, Gamila E.
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Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Zhang, Bingqing
Gu, Jingli
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Gu, Jingli
Liu, Junru
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Liu, Junru
Huang, Beihui
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Huang, Beihui
Li, Juan
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
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Chinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Jin, Jianshi
Yamamoto, Reiko
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
Yamamoto, Reiko
Shiroguchi, Katsuyuki
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RIKEN Ctr Biosyst Dynam Res BDR, Lab Predict Cell Syst Dynam, Osaka, JapanChinese Acad Sci, Inst Zool, State Key Lab Integrated Management Pest Insects &, Beijing, Peoples R China
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Shenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Kui, Ling
Xiang, Guisheng
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Xiang, Guisheng
Wang, Ya
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Yunnan Agr Univ, Coll Food Sci & Technol, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Ya
Wang, Zijun
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Zijun
Li, Guorong
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Lincang Tea Res Inst, Lincang, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Li, Guorong
Li, Dawei
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Li, Dawei
Yan, Jing
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Yan, Jing
Ye, Shuang
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Ye, Shuang
Wang, Chunping
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Wang, Chunping
Yang, Ling
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Yang, Ling
Zhang, Shiyu
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Shiyu
Zhang, Shuangyan
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Shuangyan
Zhou, Ling
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Yunnan Agr Univ, Appl Genom Technol Lab, Sch Biol Big Data, Kunming, Yunnan, Peoples R China
Yunnan Agr Univ, Longrun Puer Tea Coll, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhou, Ling
Gui, Heng
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Chinese Acad Sci, Kunming Inst Bot, CAS Key Lab Plant Divers & Biogeog East Asia, Kunming, Yunnan, Peoples R China
Chinese Acad Sci, Ctr Mt Futures, Kunming Inst Bot, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Gui, Heng
Xu, Jianchu
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Chinese Acad Sci, Kunming Inst Bot, CAS Key Lab Plant Divers & Biogeog East Asia, Kunming, Yunnan, Peoples R China
Chinese Acad Sci, Ctr Mt Futures, Kunming Inst Bot, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Xu, Jianchu
Chen, Wei
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Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Chen, Wei
Zhang, Jun
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Shenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Zhang, Jun
Huang, Tingyuan
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Guangzhou Ctr Dis Control & Prevent, Guangzhou, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Huang, Tingyuan
Majeed, Aasim
论文数: 0引用数: 0
h-index: 0
机构:
Cent Univ Punjab, Mol Genet Lab, Lahore, IndiaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Majeed, Aasim
Sheng, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Agr Univ, State Key Lab Conservat & Utilizat Bioresources Y, Kunming, Yunnan, Peoples R China
Yunnan Res Inst Local Plateau Agr & Ind, Kunming, Yunnan, Peoples R China
Yunnan Agr Univ, Key Lab Agrobiodivers & Pest Control, Minist Educ, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
Sheng, Jun
Dong, Yang
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h-index: 0
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Yunnan Agr Univ, State Key Lab Conservat & Utilizat Bioresources Y, Kunming, Yunnan, Peoples R China
Yunnan Res Inst Local Plateau Agr & Ind, Kunming, Yunnan, Peoples R ChinaShenzhen Qianhai Shekou Free Trade Zone Hosp, Shenzhen, Peoples R China
机构:
Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
El-Liethy, Mohamed Azab
Hemdan, Bahaa A.
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Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
Hemdan, Bahaa A.
El-Taweel, Gamila E.
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Natl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, EgyptNatl Res Ctr, Water Pollut Res Dept, Environm Microbiol Lab, Giza 12622, Egypt
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Zhang, Bingqing
Gu, Jingli
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h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Gu, Jingli
Liu, Junru
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h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Liu, Junru
Huang, Beihui
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h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China
Huang, Beihui
Li, Juan
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h-index: 0
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Hematol, Guangzhou, Guangdong, Peoples R China