Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach

Man-made shallow fishponds in the Czech Republic have been facing high eutrophication since the 1950s. Anthropogenic eutrophication and feeding of fish have strongly affected the physicochemical properties of water and its aquatic community composition, leading to harmful algal bloom formation. In o...

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Main Authors: Andreja Kust, Klára Řeháková, Jaroslav Vrba, Vincent Maicher, Jan Mareš, Pavel Hrouzek, Maria-Cecilia Chiriac, Zdeňka Benedová, Blanka Tesařová, Kumar Saurav
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Toxins
Subjects:
Online Access:https://www.mdpi.com/2072-6651/12/9/561
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spelling doaj-aa33ca78526149ba8076ba183e10b2e42020-11-25T03:42:23ZengMDPI AGToxins2072-66512020-08-011256156110.3390/toxins12090561Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking ApproachAndreja Kust0Klára Řeháková1Jaroslav Vrba2Vincent Maicher3Jan Mareš4Pavel Hrouzek5Maria-Cecilia Chiriac6Zdeňka Benedová7Blanka Tesařová8Kumar Saurav9Laboratory of Algal Biotechnology-Centre Algatech, Institute of Microbiology of the Czech Academy of Sciences, 37901 Třeboň, Czech RepublicBiology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, 37005 České Budějovice, Czech RepublicBiology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, 37005 České Budějovice, Czech RepublicNicholas School of the Environment, Duke University, Durham, NC 27710, USALaboratory of Algal Biotechnology-Centre Algatech, Institute of Microbiology of the Czech Academy of Sciences, 37901 Třeboň, Czech RepublicLaboratory of Algal Biotechnology-Centre Algatech, Institute of Microbiology of the Czech Academy of Sciences, 37901 Třeboň, Czech RepublicBiology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, 37005 České Budějovice, Czech RepublicENKI, o.p.s. Třeboň, Dukelská 145, 37901 Třeboň, Czech RepublicENKI, o.p.s. Třeboň, Dukelská 145, 37901 Třeboň, Czech RepublicLaboratory of Algal Biotechnology-Centre Algatech, Institute of Microbiology of the Czech Academy of Sciences, 37901 Třeboň, Czech RepublicMan-made shallow fishponds in the Czech Republic have been facing high eutrophication since the 1950s. Anthropogenic eutrophication and feeding of fish have strongly affected the physicochemical properties of water and its aquatic community composition, leading to harmful algal bloom formation. In our current study, we characterized the phytoplankton community across three eutrophic ponds to assess the phytoplankton dynamics during the vegetation season. We microscopically identified and quantified 29 cyanobacterial taxa comprising non-toxigenic and toxigenic species. Further, a detailed cyanopeptides (CNPs) profiling was performed using molecular networking analysis of liquid chromatography-tandem mass spectrometry (LC-MS/MS) data coupled with a dereplication strategy. This MS networking approach, coupled with dereplication, on the online global natural product social networking (GNPS) web platform led us to putatively identify forty CNPs: fourteen anabaenopeptins, ten microcystins, five cyanopeptolins, six microginins, two cyanobactins, a dipeptide radiosumin, a cyclooctapeptide planktocyclin, and epidolastatin 12. We applied the binary logistic regression to estimate the CNPs producers by correlating the GNPS data with the species abundance. The usage of the GNPS web platform proved a valuable approach for the rapid and simultaneous detection of a large number of peptides and rapid risk assessments for harmful blooms.https://www.mdpi.com/2072-6651/12/9/561cyanobacteriacyanopeptidesharmful bloomliquid chromatography-tandem mass spectrometryglobal natural product social networking (GNPS)dereplication strategy
collection DOAJ
language English
format Article
sources DOAJ
author Andreja Kust
Klára Řeháková
Jaroslav Vrba
Vincent Maicher
Jan Mareš
Pavel Hrouzek
Maria-Cecilia Chiriac
Zdeňka Benedová
Blanka Tesařová
Kumar Saurav
spellingShingle Andreja Kust
Klára Řeháková
Jaroslav Vrba
Vincent Maicher
Jan Mareš
Pavel Hrouzek
Maria-Cecilia Chiriac
Zdeňka Benedová
Blanka Tesařová
Kumar Saurav
Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
Toxins
cyanobacteria
cyanopeptides
harmful bloom
liquid chromatography-tandem mass spectrometry
global natural product social networking (GNPS)
dereplication strategy
author_facet Andreja Kust
Klára Řeháková
Jaroslav Vrba
Vincent Maicher
Jan Mareš
Pavel Hrouzek
Maria-Cecilia Chiriac
Zdeňka Benedová
Blanka Tesařová
Kumar Saurav
author_sort Andreja Kust
title Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
title_short Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
title_full Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
title_fullStr Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
title_full_unstemmed Insight into Unprecedented Diversity of Cyanopeptides in Eutrophic Ponds Using an MS/MS Networking Approach
title_sort insight into unprecedented diversity of cyanopeptides in eutrophic ponds using an ms/ms networking approach
publisher MDPI AG
series Toxins
issn 2072-6651
publishDate 2020-08-01
description Man-made shallow fishponds in the Czech Republic have been facing high eutrophication since the 1950s. Anthropogenic eutrophication and feeding of fish have strongly affected the physicochemical properties of water and its aquatic community composition, leading to harmful algal bloom formation. In our current study, we characterized the phytoplankton community across three eutrophic ponds to assess the phytoplankton dynamics during the vegetation season. We microscopically identified and quantified 29 cyanobacterial taxa comprising non-toxigenic and toxigenic species. Further, a detailed cyanopeptides (CNPs) profiling was performed using molecular networking analysis of liquid chromatography-tandem mass spectrometry (LC-MS/MS) data coupled with a dereplication strategy. This MS networking approach, coupled with dereplication, on the online global natural product social networking (GNPS) web platform led us to putatively identify forty CNPs: fourteen anabaenopeptins, ten microcystins, five cyanopeptolins, six microginins, two cyanobactins, a dipeptide radiosumin, a cyclooctapeptide planktocyclin, and epidolastatin 12. We applied the binary logistic regression to estimate the CNPs producers by correlating the GNPS data with the species abundance. The usage of the GNPS web platform proved a valuable approach for the rapid and simultaneous detection of a large number of peptides and rapid risk assessments for harmful blooms.
topic cyanobacteria
cyanopeptides
harmful bloom
liquid chromatography-tandem mass spectrometry
global natural product social networking (GNPS)
dereplication strategy
url https://www.mdpi.com/2072-6651/12/9/561
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