Unmasking the identity of toxigenic cyanobacteria driving a multi-toxin bloom by high-throughput sequencing of cyanotoxins genes and 16S rRNA metabarcoding

被引:38
作者
Cristina Casero, Maria [1 ,3 ]
Velazquez, David [1 ]
Medina-Cobo, Miguel [2 ]
Quesada, Antonio [1 ]
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
关键词
Anatoxin-a; Microcystin; Saxitoxin; Planktothrix; Cuspidothrix; High-throughput sequencing; ANATOXIN-A; APHANIZOMENON-ISSATSCHENKOI; CLIMATE-CHANGE; 1ST REPORT; LAKE; MICROCYSTIN; COMMUNITY; DIVERSITY; NOSTOCALES; PHYLOGENY;
D O I
10.1016/j.scitotenv.2019.02.083
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页码:367 / 378
页数:12
相关论文
共 70 条
[1]  
Aronesty E., 2013, OPEN BIOINFORMATICS, V7, P1, DOI [10.2174/1875036201307010001, DOI 10.2174/1875036201307010001]
[2]   First report of anatoxin-a-producing cyanobacterium Aphanizomenon issatschenkoi in northeastern Germany [J].
Ballot, Andreas ;
Fastner, Jutta ;
Lentz, Maren ;
Wiedner, Claudia .
TOXICON, 2010, 56 (06) :964-971
[3]   Variability in the sxt Gene Clusters of PSP Toxin Producing Aphanizomenon gracile Strains from Norway, Spain, Germany and North America [J].
Ballot, Andreas ;
Cerasino, Leonardo ;
Hostyeva, Vladyslava ;
Cires, Samuel .
PLOS ONE, 2016, 11 (12)
[4]   Paralytic Shellfish Poisoning Toxin-Producing Cyanobacterium Aphanizomenon gracile in Northeast Germany [J].
Ballot, Andreas ;
Fastner, Jutta ;
Wiedner, Claudia .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (04) :1173-1180
[5]  
Bernard C., 2017, Handbook on Cyanobacterial Monitoring and Cyanotoxin Analysis, P500, DOI 10.1002/9781119068761.app2
[6]   Cyanobacterial harmful algal blooms are a biological disturbance to Western Lake Erie bacterial communities [J].
Berry, Michelle A. ;
Davis, Timothy W. ;
Cory, Rose M. ;
Duhaime, Melissa B. ;
Johengen, Thomas H. ;
Kling, George W. ;
Marino, John A. ;
Den Uyl, Paul A. ;
Gossiaux, Duane ;
Dick, Gregory J. ;
Denef, Vincent J. .
ENVIRONMENTAL MICROBIOLOGY, 2017, 19 (03) :1149-1162
[7]   Diversity and dynamics of picocyanobacteria and bloom-forming cyanobacteria in a large shallow eutrophic lake (lake Chaohu, China) [J].
Cai, Yuanfeng ;
Kong, Fanxiang .
JOURNAL OF LIMNOLOGY, 2013, 72 (03) :473-484
[8]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[9]   Anatoxin-a occurrence and potential cyanobacterial anatoxin-a producers in spanish reservoirs [J].
Carrasco, David ;
Moreno, Enrique ;
Paniagua, Thamar ;
de Hoyos, Caridad ;
Wormer, Lars ;
Sanchis, Daniel ;
Cires, Samuel ;
Martin-del-Pozo, Delia ;
Codd, Geoffrey A. ;
Quesada, Antonio .
JOURNAL OF PHYCOLOGY, 2007, 43 (06) :1120-1125
[10]   Cyanobacterial abundance and microcystin occurrence, in Mediterranean water reservoirs in Central Spain:: microcystins in the Madrid area [J].
Carrasco, David ;
Moreno, Enrique ;
Sanchis, Daniel ;
Wormer, Lars ;
Paniagua, Thamar ;
Del Cueto, Ana ;
Quesada, Antonio .
EUROPEAN JOURNAL OF PHYCOLOGY, 2006, 41 (03) :281-291