1
|
Zhang Y, Chen T, Wang Z, Liang W, Wang X, Zhang X, Lu X, Liu X, Zhao C, Xu G. High-resolution mass spectrometry-based suspect and nontarget screening of natural toxins in foodstuffs and risk assessment of dietary exposure. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 365:125338. [PMID: 39577611 DOI: 10.1016/j.envpol.2024.125338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 11/15/2024] [Accepted: 11/16/2024] [Indexed: 11/24/2024]
Abstract
Daily dietary intake inevitably exposes individuals to various natural toxins, which may pose potential health threats. Focusing only on specific toxins could underestimate dietary risks. Therefore, we have developed a suspect and nontarget method based on ultrahigh-performance liquid chromatography-high resolution mass spectrometry (UHPLC-HRMS) to screen both known and unknown natural toxins in various foodstuffs. An in-house database containing 2952 natural toxins including fungal toxins, phytotoxins, animal toxins and cyanotoxins was established, facilitating suspect screening. Predicted retention time and mass spectrometry data were employed to enhance the confidence levels. Subsequently, Nontarget screening method was conducted based on molecular network analysis, annotating the edges and nodes through modified types and fragmentation characteristics. Finally, we analyzed 102 foodstuff samples and identified a total of 90 natural toxins, including mycotoxins and phytotoxins, with 65 identified by suspect screening and 25 by nontarget screening. Based on measured concentrations, the daily per capita dietary intake of total natural toxins was estimated, it was below risk doses for natural toxins with available reference values. Overall, this work established a novel method for the comprehensive identification of natural toxins in foodstuffs and emphasized the importance of dietary risk assessment for natural toxins.
Collapse
Affiliation(s)
- Yujie Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Tiantian Chen
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Zixuan Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Wenying Liang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Xinxin Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Xiuqiong Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Xin Lu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; Liaoning Province Key Laboratory of Metabolomics, Dalian, 116023, China.
| | - Xinyu Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; Liaoning Province Key Laboratory of Metabolomics, Dalian, 116023, China.
| | - Chunxia Zhao
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; Liaoning Province Key Laboratory of Metabolomics, Dalian, 116023, China.
| | - Guowang Xu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China; University of Chinese Academy of Sciences, Beijing, 100049, China; Liaoning Province Key Laboratory of Metabolomics, Dalian, 116023, China.
| |
Collapse
|
2
|
Martínez-Piernas AB, Badagian N, Brena BM, Pérez-Parada A, García-Reyes JF. Identification and occurrence of microcystins in freshwaters and fish from a eutrophic dam through LC-HRMS. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 959:178230. [PMID: 39721529 DOI: 10.1016/j.scitotenv.2024.178230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 12/19/2024] [Accepted: 12/19/2024] [Indexed: 12/28/2024]
Abstract
Microcystins (MCs) are cyclic heptapeptides originating from various cyanobacteria in eutrophic aquatic environments. Their potential consequences on ecosystems and public health underscores the need to explore MCs' occurrence. In this study, liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS) analysis and a suspect screening workflow supported by open-source tools were employed for the determination of MCs in freshwater and biota samples from a eutrophic dam in Uruguay. MS2 spectra were acquired using higher-energy collisional dissociation (HCD), data-dependent acquisition (DDA), and stepped NCE of [M + H]+ and [M + 2H]2+ ions. In addition to the confirmation of 3 MCs in the samples, a comprehensive study of the acquired spectra led to the tentative identification of 30 MCs, including 2 partially described variants not previously reported. 33 MCs were determined in freshwaters, exhibiting a maximum MC concentration in a sample of 12731 μg/L. Regarding fish, the 61 % of the samples exhibited at least a positive determination. 8 MCs were detected and [D-Leu1]MC-LR, [seco-4/5]MC-LR, MC-LR, MC-RR, MC-WR, and [D-Asp3]MC-RR could be semi-quantified (3-127 μg/kg, w.w). In 2 samples, the MC-LR content per 100 g of fish was found to be close to 80 % the tolerable daily intake for chronic exposure recommended by the WHO. The identification of [seco-4/5]MC-LR in biota highlights the labile byproducts of MCs and the need for wide-scope analytical approaches. This study emphasizes the extensive range of MCs present in eutrophic freshwater environments, their accumulation in exposed biota, and their potential entry into the food web.
Collapse
Affiliation(s)
- Ana B Martínez-Piernas
- Analytical Chemistry Research Group (FQM-323), Department of Physical and Analytical Chemistry, University of Jaen, 23071 Jaén, Spain.
| | - Natalia Badagian
- Biochemistry Area, Department of Biosciences, Faculty of Chemistry, Universidad de la República, Av. Gral. Flores 2124, Montevideo 11800, Uruguay
| | - Beatriz M Brena
- Biochemistry Area, Department of Biosciences, Faculty of Chemistry, Universidad de la República, Av. Gral. Flores 2124, Montevideo 11800, Uruguay
| | - Andrés Pérez-Parada
- Technological Development Department, Centro Universitario Regional del Este, Universidad de la República, Ruta 9, Rocha 27000, Uruguay.
| | - Juan F García-Reyes
- Analytical Chemistry Research Group (FQM-323), Department of Physical and Analytical Chemistry, University of Jaen, 23071 Jaén, Spain; University Research Institute for Olives Grove and Olive Oil, University of Jaen, Jaén, Spain
| |
Collapse
|
3
|
Di Marco Pisciottano I, Gallo P. A cyanobacterial outbreak in Lake Avernus: Targeted and untargeted analyses and follow up actions for food safety. CHEMOSPHERE 2024; 370:144006. [PMID: 39708947 DOI: 10.1016/j.chemosphere.2024.144006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 12/16/2024] [Accepted: 12/19/2024] [Indexed: 12/23/2024]
Abstract
A massive Planktothrix rubescens bloom was observed during 2022 in the Lake Avernus, a volcanic lake located in Campania Region (Southern Italy). The cyanobacterial mass migrated, through a channel, to the near Gulf of Pozzuoli, causing the contamination of two marine sites dedicated to mussel farming, thus posing a potential risk for consumers' health. Mussel and water samples, from both the sea and the lake were collected weekly and analyzed by liquid chromatography coupled to tandem mass spectrometry, for identification and quantification of 10 microcystins. Moreover, the samples were analyzed by high resolution mass spectrometry in untargeted mode to determine other cyanotoxins basing on the accurate mass of the precursor ions and their MS/MS spectra. The microcystins were not detected at all, whereas other bioactive peptides, such as anabaenopeptins and oscillamide Y, were detected according to the toxicological profiles described for Planktothrix rubescens in the scientific literature. The case reported represents a modern approach for rapid characterization of some environmental outbreaks, as well as an example regarding how the public Health Authority can manage the possible risk for food safety, due to unknown substances and to enforce legal follow up actions.
Collapse
Affiliation(s)
- Ilaria Di Marco Pisciottano
- Department of Chemistry, Istituto Zooprofilattico Sperimentale del Mezzogiorno, via Salute 2, Portici, Naples, 80055, Italy.
| | - Pasquale Gallo
- Department of Chemistry, Istituto Zooprofilattico Sperimentale del Mezzogiorno, via Salute 2, Portici, Naples, 80055, Italy
| |
Collapse
|
4
|
Soares R, Azevedo L, Vasconcelos V, Pratas D, Sousa SF, Carneiro J. Machine Learning-Driven Discovery and Database of Cyanobacteria Bioactive Compounds: A Resource for Therapeutics and Bioremediation. J Chem Inf Model 2024; 64:9576-9593. [PMID: 39602490 DOI: 10.1021/acs.jcim.4c00995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Cyanobacteria strains have the potential to produce bioactive compounds that can be used in therapeutics and bioremediation. Therefore, compiling all information about these compounds to consider their value as bioresources for industrial and research applications is essential. In this study, a searchable, updated, curated, and downloadable database of cyanobacteria bioactive compounds was designed, along with a machine-learning model to predict the compounds' targets of newly discovered molecules. A Python programming protocol obtained 3431 cyanobacteria bioactive compounds, 373 unique protein targets, and 3027 molecular descriptors. PaDEL-descriptor, Mordred, and Drugtax software were used to calculate the chemical descriptors for each bioactive compound database record. The biochemical descriptors were then used to determine the most promising protein targets for human therapeutic approaches and environmental bioremediation using the best machine learning (ML) model. The creation of our database, coupled with the integration of computational docking protocols, represents an innovative approach to understanding the potential of cyanobacteria bioactive compounds. This resource, adhering to the findability, accessibility, interoperability, and reuse of digital assets (FAIR) principles, is an excellent tool for pharmaceutical and bioremediation researchers. Moreover, its capacity to facilitate the exploration of specific compounds' interactions with environmental pollutants is a significant advancement, aligning with the increasing reliance on data science and machine learning to address environmental challenges. This study is a notable step forward in leveraging cyanobacteria for both therapeutic and ecological sustainability.
Collapse
Affiliation(s)
- Renato Soares
- CIIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos, s/n, Porto 4450-208, Portugal
- Department of Biology, Faculty of Sciences, University of Porto, Rua do Campo Alegre s/n, Porto 4169-007, Portugal
- LAQV/REQUIMTE, BioSIM - Department of Biomedicine, Faculty of Medicine, University of Porto, Porto 4200-319, Portugal
| | - Luísa Azevedo
- UMIB-Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto 4050-313, Portugal
- ITR - Laboratory for Integrative and Translational Research in Population Health, Porto 4050-313, Portugal
| | - Vitor Vasconcelos
- CIIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos, s/n, Porto 4450-208, Portugal
- Department of Biology, Faculty of Sciences, University of Porto, Rua do Campo Alegre s/n, Porto 4169-007, Portugal
| | - Diogo Pratas
- IEETA, Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro 3810-193, Portugal
- DETI, Department of Electronics, Telecommunications and Informatics, University of Aveiro, Aveiro 3810-193, Portugal
- DoV, Department of Virology, University of Helsinki, Helsinki 00100, Finland
| | - Sérgio F Sousa
- LAQV/REQUIMTE, BioSIM - Department of Biomedicine, Faculty of Medicine, University of Porto, Porto 4200-319, Portugal
| | - João Carneiro
- CIIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos, s/n, Porto 4450-208, Portugal
| |
Collapse
|
5
|
Yang Y, Li Q, Yan S, Zhang P, Zhang H, Kong X, Wang H, Hansson LA, Xie S, Xu J, Wang H. Eutrophication promotes resource use efficiency and toxin production of Microcystis in a future climate warming scenario. ENVIRONMENTAL RESEARCH 2024; 263:120219. [PMID: 39448008 DOI: 10.1016/j.envres.2024.120219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 10/20/2024] [Accepted: 10/21/2024] [Indexed: 10/26/2024]
Abstract
Addressing the risks of cyanobacterial blooms and toxin production under ongoing and accelerating eutrophication and climate warming is crucial for both water ecosystem services and human health. Therefore, we here explored the interactive effects of eutrophication and warming on freshwater ecosystems, focusing on Microcystis and its cyanotoxin production. We employed a large-scale mesocosm system simulating future climate warming scenarios in concert with varying degrees of nutrient enrichment. We explored the full range of identified cyanobacterial toxins and cyanotoxin-producing genes under different experimental conditions and assessed the effects of both eutrophication and warming on both phytoplankton community structure (algal densities, community stability) and function (resource use efficiency, RUE). We show here that eutrophication increases the RUE of Microcystis and promotes an increase in toxin-producing genes, leading to a substantial increase in the dominance of Microcystis. This increase correlates with enhanced cyanotoxin production, a trend exacerbated under the influence of future climate warming, suggesting interactions between eutrophication and climate warming on Microcystis ecology and cyanotoxin dynamics. Hence, heatwaves and eutrophication lead the phytoplankton community to be dominated by a minority of algal species with higher toxic capacity. In a broader context, our study underscores the urgent need for holistic management strategies, addressing both nutrient control and climate mitigation, to effectively manage the escalating ecological risks associated with cyanobacterial dominance and toxin production.
Collapse
Affiliation(s)
- Yalan Yang
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, China; Institute of Hydrobiology, Chinese Academy of Sciences, China; College of Ocean and Earth Sciences, Xiamen University, China.
| | - Qi Li
- Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Shuwen Yan
- Department of Environmental Science & Engineering, Fudan University, China.
| | - Peiyu Zhang
- Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Huan Zhang
- Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Xianghong Kong
- Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Hongxia Wang
- Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | | | - Songguang Xie
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, China; Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Jun Xu
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, China; Institute of Hydrobiology, Chinese Academy of Sciences, China.
| | - Huan Wang
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, China; Institute of Hydrobiology, Chinese Academy of Sciences, China.
| |
Collapse
|
6
|
Pan C, Wang K, Hong R, Wang X, Zhang Y, Fan Z, Shi Y, Liu T, Chen H. Chronic microcystin-leucine-arginine exposure induces osteoporosis by breaking the balance of osteoblasts and osteoclasts. ENVIRONMENTAL RESEARCH 2024; 263:120098. [PMID: 39366441 DOI: 10.1016/j.envres.2024.120098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 09/29/2024] [Accepted: 10/01/2024] [Indexed: 10/06/2024]
Abstract
Microcystin-leucine-arginine (MC-LR) produced by cyanobacterial harmful algal blooms are hazardous materials. However, the toxicity and mechanisms of continuous exposure to MC-LR on the occurrence of osteoporosis remains poorly documented. In this study, to mimic the chronic influences of MC-LR on the bone tissues in humans, an animal model was constructed in which mice were treated with MC-LR through drinking water at an environmentally relevant level (1-30 μg/L) for 6 months. MC-LR was enriched in the skeletal system, leading to the destruction of bone microstructure, the decrease of bone trabecular number, the reduction of osteoblasts, the enhanced content of lipid droplets, and the activation of osteoclasts, which is the characteristic of osteoporosis. Herein, we revealed ferroptosis is a vital mechanism of osteoblast death in mouse models of MC-LR. MC-LR exposure activates AMPK/ULK1 signaling, further promotes ferritin selective autophagy, causes free iron release and lipid peroxidation deposition, and eventually leads to ferroptosis of osteoblasts. Importantly, the use of AMPK or ferroptosis inhibitors in vivo markedly reduced MC-LR-induced osteoblast death and impaired osteogenic differentiation. Interestingly, MC-LR exposure promotes iron uptake in bone marrow macrophages through the TF-TFR1 pathway, leading to its transformation to TRAP-positive pre-osteoclast cells, thereby promoting bone resorption. Overall, our data innovatively revealed the core mechanism of MC-LR-induced osteoporosis, providing the bi-directional regulation of MC-LR on osteoblast-osteoclast from the perspective of iron homeostasis imbalance.
Collapse
Affiliation(s)
- Chun Pan
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China; Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, China
| | - Kehan Wang
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Runyang Hong
- Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, China
| | - Xinglong Wang
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Yao Zhang
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Zhencheng Fan
- Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, China
| | - Yujie Shi
- Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, China
| | - Tingting Liu
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Hao Chen
- Department of Orthopedics, Affiliated Hospital of Yangzhou University, Yangzhou, China.
| |
Collapse
|
7
|
Zdouc MM, Blin K, Louwen NLL, Navarro J, Loureiro C, Bader CD, Bailey CB, Barra L, Booth TJ, Bozhüyük KAJ, Cediel-Becerra JDD, Charlop-Powers Z, Chevrette MG, Chooi YH, D'Agostino PM, de Rond T, Del Pup E, Duncan KR, Gu W, Hanif N, Helfrich EJN, Jenner M, Katsuyama Y, Korenskaia A, Krug D, Libis V, Lund GA, Mantri S, Morgan KD, Owen C, Phan CS, Philmus B, Reitz ZL, Robinson SL, Singh KS, Teufel R, Tong Y, Tugizimana F, Ulanova D, Winter JM, Aguilar C, Akiyama DY, Al-Salihi SAA, Alanjary M, Alberti F, Aleti G, Alharthi SA, Rojo MYA, Arishi AA, Augustijn HE, Avalon NE, Avelar-Rivas JA, Axt KK, Barbieri HB, Barbosa JCJ, Barboza Segato LG, Barrett SE, Baunach M, Beemelmanns C, Beqaj D, Berger T, Bernaldo-Agüero J, Bettenbühl SM, Bielinski VA, Biermann F, Borges RM, Borriss R, Breitenbach M, Bretscher KM, Brigham MW, Buedenbender L, Bulcock BW, Cano-Prieto C, Capela J, Carrion VJ, Carter RS, Castelo-Branco R, Castro-Falcón G, Chagas FO, Charria-Girón E, Chaudhri AA, Chaudhry V, Choi H, Choi Y, Choupannejad R, Chromy J, Donahey MSC, Collemare J, Connolly JA, Creamer KE, Crüsemann M, Cruz AA, Cumsille A, Dallery JF, Damas-Ramos LC, Damiani T, de Kruijff M, Martín BD, Sala GD, Dillen J, Doering DT, Dommaraju SR, Durusu S, Egbert S, Ellerhorst M, Faussurier B, Fetter A, Feuermann M, Fewer DP, Foldi J, Frediansyah A, Garza EA, Gavriilidou A, Gentile A, Gerke J, Gerstmans H, Gomez-Escribano JP, González-Salazar LA, Grayson NE, Greco C, Gomez JEG, Guerra S, Flores SG, Gurevich A, Gutiérrez-García K, Hart L, Haslinger K, He B, Hebra T, Hemmann JL, Hindra H, Höing L, Holland DC, Holme JE, Horch T, Hrab P, Hu J, Huynh TH, Hwang JY, Iacovelli R, Iftime D, Iorio M, Jayachandran S, Jeong E, Jing J, Jung JJ, Kakumu Y, Kalkreuter E, Kang KB, Kang S, Kim W, Kim GJ, Kim H, Kim HU, Klapper M, Koetsier RA, Kollten C, Kovács ÁT, Kriukova Y, Kubach N, Kunjapur AM, Kushnareva AK, Kust A, Lamber J, Larralde M, Larsen NJ, Launay AP, Le NTH, Lebeer S, Lee BT, Lee K, Lev KL, Li SM, Li YX, Licona-Cassani C, Lien A, Liu J, Lopez JAV, Machushynets NV, Macias MI, Mahmud T, Maleckis M, Martinez-Martinez AM, Mast Y, Maximo MF, McBride CM, McLellan RM, Bhatt KM, Melkonian C, Merrild A, Metsä-Ketelä M, Mitchell DA, Müller AV, Nguyen GS, Nguyen HT, Niedermeyer THJ, O'Hare JH, Ossowicki A, Ostash BO, Otani H, Padva L, Paliyal S, Pan X, Panghal M, Parade DS, Park J, Parra J, Rubio MP, Pham HT, Pidot SJ, Piel J, Pourmohsenin B, Rakhmanov M, Ramesh S, Rasmussen MH, Rego A, Reher R, Rice AJ, Rigolet A, Romero-Otero A, Rosas-Becerra LR, Rosiles PY, Rutz A, Ryu B, Sahadeo LA, Saldanha M, Salvi L, Sánchez-Carvajal E, Santos-Medellin C, Sbaraini N, Schoellhorn SM, Schumm C, Sehnal L, Selem N, Shah AD, Shishido TK, Sieber S, Silviani V, Singh G, Singh H, Sokolova N, Sonnenschein EC, Sosio M, Sowa ST, Steffen K, Stegmann E, Streiff AB, Strüder A, Surup F, Svenningsen T, Sweeney D, Szenei J, Tagirdzhanov A, Tan B, Tarnowski MJ, Terlouw BR, Rey T, Thome NU, Torres Ortega LR, Tørring T, Trindade M, Truman AW, Tvilum M, Udwary DW, Ulbricht C, Vader L, van Wezel GP, Walmsley M, Warnasinghe R, Weddeling HG, Weir ANM, Williams K, Williams SE, Witte TE, Rocca SMW, Yamada K, Yang D, Yang D, Yu J, Zhou Z, Ziemert N, Zimmer L, Zimmermann A, Zimmermann C, van der Hooft JJJ, Linington RG, Weber T, Medema MH. MIBiG 4.0: advancing biosynthetic gene cluster curation through global collaboration. Nucleic Acids Res 2024:gkae1115. [PMID: 39657789 DOI: 10.1093/nar/gkae1115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 10/16/2024] [Accepted: 10/28/2024] [Indexed: 12/12/2024] Open
Abstract
Specialized or secondary metabolites are small molecules of biological origin, often showing potent biological activities with applications in agriculture, engineering and medicine. Usually, the biosynthesis of these natural products is governed by sets of co-regulated and physically clustered genes known as biosynthetic gene clusters (BGCs). To share information about BGCs in a standardized and machine-readable way, the Minimum Information about a Biosynthetic Gene cluster (MIBiG) data standard and repository was initiated in 2015. Since its conception, MIBiG has been regularly updated to expand data coverage and remain up to date with innovations in natural product research. Here, we describe MIBiG version 4.0, an extensive update to the data repository and the underlying data standard. In a massive community annotation effort, 267 contributors performed 8304 edits, creating 557 new entries and modifying 590 existing entries, resulting in a new total of 3059 curated entries in MIBiG. Particular attention was paid to ensuring high data quality, with automated data validation using a newly developed custom submission portal prototype, paired with a novel peer-reviewing model. MIBiG 4.0 also takes steps towards a rolling release model and a broader involvement of the scientific community. MIBiG 4.0 is accessible online at https://mibig.secondarymetabolites.org/.
Collapse
Affiliation(s)
- Mitja M Zdouc
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Kai Blin
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Nico L L Louwen
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Jorge Navarro
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Catarina Loureiro
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Chantal D Bader
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
| | - Constance B Bailey
- School of Chemistry, Chemistry Building, University of Sydney, Eastern Ave, Camperdown NSW 2050, Sydney, New South Wales, Australia
| | - Lena Barra
- Department of Chemistry, University of Konstanz, Universitätsstraße 10, 78464 Konstanz, Germany
| | - Thomas J Booth
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Kenan A J Bozhüyük
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Myria Biosciences AG, Tech Park Basel, Hochbergstrasse 60C, 4057 Basel, Switzerland
| | - José D D Cediel-Becerra
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
| | | | - Marc G Chevrette
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
- University of Florida Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, FL 32611, USA
| | - Yit Heng Chooi
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
| | - Paul M D'Agostino
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Chair of Technical Biochemistry, Technical University of Dresden, Bergstraße 66, 01069 Dresden, Germany
| | - Tristan de Rond
- School of Chemical Sciences, University of Auckland, 23 Symonds St, Auckland 1010, New Zealand
| | - Elena Del Pup
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Katherine R Duncan
- Newcastle University, Biosciences Institute, Catherine Cookson Building, Newcastle upon Tyne, NE2 4HH, UK
| | - Wenjia Gu
- Sutro Biopharma, 111 Oyster Point Blvd, South San Francisco, CA, 94080, USA
| | - Novriyandi Hanif
- Department of Chemistry, Faculty of Mathematics and Natural Sciences, IPB University, Gedung Kimia Wing 1 Lantai 3, Jalan Tanjung Kampus IPB Dramaga, Bogor, Jawa Barat 16680, Indonesia
| | - Eric J N Helfrich
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
- Senckenberg Society for Nature Research, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Matthew Jenner
- Department of Chemistry, University of Warwick, Gibbet Hill Rd, Coventry, CV4 7AL, UK
- Warwick Integrative Synthetic Biology Centre (WISB), University of Warwick, Gibbet Hill Rd, Coventry, CV4 7AL, UK
| | - Yohei Katsuyama
- Department of Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1, Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
- Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, 1-1-1, Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
| | - Aleksandra Korenskaia
- Translational Genome Mining for Natural Products, Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), Interfaculty Institute for Biomedical Informatics (IBMI), University of Tübingen, Sand 14, 72076 Tübingen, Germany
| | - Daniel Krug
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- Department of Microbial Drugs, Helmholtz Centre for Infection Research (HZI), Inhoffenstr. 7, 38124 Braunschweig, Germany
| | - Vincent Libis
- Université Paris Cité - Inserm Unit 1284, 75015 Paris, France
- Translational Genome Mining for Natural Products, Generare Bioscience, 75011 Paris, Île-de-France, France
| | - George A Lund
- Sustainable Soils and Crops, Rothamsted Research, West Common, Harpenden, Hertfordshire, AL5 2JQ, UK
| | - Shrikant Mantri
- Computational Biology Lab, National Agri-Food and Biomanufacturing Institute (NABI), Sector 81, S.A.S. Nagar, Mohali, Punjab 140306, India
- Regional Centre for Biotechnology, NCR Biotech Science Cluster, 3rd Milestone, Faridabad-Gurugram Expressway, Faridabad - 121001 Haryana (NCR Delhi), India
| | - Kalindi D Morgan
- Department of Chemistry and Biochemistry, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada
| | - Charlotte Owen
- Biochemistry and Metabolism, John Innes Centre, Norwich Research Park, Colney Lane, Norwich, NR4 7UH, UK
| | - Chin-Soon Phan
- Latvian Institute of Organic Synthesis, Aizkraukles street 21, LV-1006 Riga, Latvia
| | - Benjamin Philmus
- Department of Pharmaceutical Sciences, Oregon State University, 1601 SW Jefferson Way, Corvallis, OR 97331-3507, USA
| | - Zachary L Reitz
- Department of Ecology, Evolution and Marine Biology, University of California, 1169 Biological Sciences II, Santa Barbara, CA 93106, USA
| | - Serina L Robinson
- Department of Environmental Microbiology, Swiss Federal Institute of Aquatic Science and Technology, Ueberlandstrasse 133, 8600 Duebendorf, Switzerland
| | - Kumar Saurabh Singh
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Plant-Microbe Interactions, Institute of Environmental Biology, Utrecht University, 3584 CH Utrecht, The Netherlands
- Faculty of Environment, Science and Economy, University of Exeter, TR10 9FE, Penryn, Cornwall, UK
| | - Robin Teufel
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Yaojun Tong
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Minhang District, Shanghai 200240, China
| | - Fidele Tugizimana
- Department of Biochemistry, University of Johannesburg, C2 Lab Building 224, Kingsway Campus, Cnr University & Kingsway Road, Auckland Park, Johannesburg 2006, South Africa
- International Research and Development (R&D) Division, Omnia Nutriology, Omnia Holdings Ltd, Building H, Monte Circle, 178 Montecasino Blvd, Fourways, Sandton, 2055, South Africa
| | - Dana Ulanova
- Department of Marine Resource Science, Faculty of Agriculture and Marine Science, Kochi University, 200 Otsu, Monobe, Nankoku-shi, Kochi, 783-8502, Japan
- Marine Core Research Institute, Kochi University, 200 Otsu, Monobe, Nankoku-shi, Kochi, 783-8502, Japan
| | - Jaclyn M Winter
- Department of Pharmacology and Toxicology, University of Utah, 30 S 2000 E, Salt Lake City, Utah, 84112, USA
| | - César Aguilar
- Industrial Genomics Laboratory, Centro de Biotecnología FEMSA, Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501sur, Nuevo Leon, 64700, México
- Department of Chemistry, Purdue University, 610 Purdue Mall, West Lafayette, IN, 47907, USA
| | - Daniel Y Akiyama
- Department of Organic Chemistry, Institute of Chemistry, University of Campinas (UNICAMP), Rua Monteiro Lobato 270, Campinas, São Paulo, 13.083-862, Brazil
| | - Suhad A A Al-Salihi
- Department of Applied Sciences, University of Technology, Al-Sina'a St., 10066, Baghdad, Iraq
| | - Mohammad Alanjary
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Fabrizio Alberti
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - Gajender Aleti
- Department of Food and Animal Sciences, College of Agriculture, Tennessee State University, Nashville, TN 37209, USA
| | - Shumukh A Alharthi
- Department of Biosciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Mariela Y Arias Rojo
- Escuela Nacional de Estudios Superiores Unidad Leon, Universidad Nacional Autonoma de Mexico, Blv. UNAM #2011, Predio El Saucillo y, Comunidad de los Tepetates, El Potrero, 37684 León de los Aldama, Gto., Mexico
| | - Amr A Arishi
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia
| | - Hannah E Augustijn
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
| | - Nicole E Avalon
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
| | - J Abraham Avelar-Rivas
- Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Mexico
| | - Kyle K Axt
- Department of Pharmaceutical Sciences, Oregon State University, 1601 SW Jefferson Way, Corvallis, OR 97331-3507, USA
| | - Hellen B Barbieri
- Department of Organic Chemistry, Institute of Chemistry, University of Campinas (UNICAMP), Rua Monteiro Lobato 270, Campinas, São Paulo, 13.083-862, Brazil
| | - Julio Cesar J Barbosa
- Department of Organic Chemistry, Institute of Chemistry, University of Campinas (UNICAMP), Rua Monteiro Lobato 270, Campinas, São Paulo, 13.083-862, Brazil
| | | | - Susanna E Barrett
- Department of Chemistry, University of Illinois Urbana-Champaign, 600 S. Matthews Ave, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, 1206 W. Gregory Drive, Urbana, IL 61801, USA
| | - Martin Baunach
- Institute of Pharmaceutical Biology, University of Bonn, Nussallee 6, 53115 Bonn, Germany
| | - Christine Beemelmanns
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
| | - Dardan Beqaj
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
| | - Tim Berger
- Institute of Pharmaceutical Biology and Biotechnology, University of Marburg, Robert-Koch-Str. 4, 35037 Marburg, Germany
| | - Jordan Bernaldo-Agüero
- Departamento de Microbiología Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad 2001, Chamilpa, 62210 Cuernavaca, Morelos, México
- Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Av. Germán Amézaga S/N, Ciudad Universitaria, UNMSM, Lima 15081, Perú
| | - Sandra M Bettenbühl
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Vincent A Bielinski
- Departamento de Bioquímica, Instituto de Química, Universidade Federal do Rio de Janeiro, Avenida Athos da Silveira Ramos, no 149, Rio de Janeiro, 21941-909, Brazil
| | - Friederike Biermann
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Ricardo M Borges
- Instituto de Pesquisas de Produtos Naturais Walter Mors, Universidade Federal do Rio de Janeiro, CCS - Av. Carlos Chagas Filho, 373 - Bloco H - Cidade Universitária, Rio de Janeiro - RJ, 21941-599, Brazil
| | - Rainer Borriss
- Department of Biology, Humboldt University Berlin, Invaliden-Str. 42, 10115 Berlin, Germany
- Institute of Marine Biotechnology (IMaB), University of Greifswald,Walter-Rathenau-Str. 49A, 17489 Greifswald, Germany
| | - Milena Breitenbach
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Kevin M Bretscher
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Crop Protection, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora" (IHSM-UMA-CSIC), Campus Universitario de Teatinos, 29010, Málaga, Spain
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10 6708 PB Wageningen, The Netherlands
| | - Michael W Brigham
- School of Cellular and Molecular Biology, Faculty of Biological Sciences, University of Leeds, 6 Clarendon Way, Woodhouse, Leeds, LS2 3AA, UK
| | - Larissa Buedenbender
- CICA - Centro Interdisciplinar de Química e Bioloxía, Universidade da Coruña, As Carballeiras, s/n, Campus de Elviña, 15071 A Coruña, Spain
| | - Brodie W Bulcock
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
| | - Carolina Cano-Prieto
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - João Capela
- Centre of Biological Engineering, University of Minho, 4710-057, Braga, Portugal
| | - Victor J Carrion
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Crop Protection, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora" (IHSM-UMA-CSIC), Campus Universitario de Teatinos, 29010, Málaga, Spain
- Department of Microbiology, Faculty of Science, Campus Universitario de Teatinos s/n, University of Málaga, 29010 Málaga, Spain
| | - Riley S Carter
- Department of Chemistry, University of Illinois Urbana-Champaign, 600 S. Matthews Ave, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, 1206 W. Gregory Drive, Urbana, IL 61801, USA
| | - Raquel Castelo-Branco
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR/CIMAR), University of Porto, 4450-208 Matosinhos, Portugal
| | - Gabriel Castro-Falcón
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
| | - Fernanda O Chagas
- Instituto de Pesquisas de Produtos Naturais Walter Mors, Universidade Federal do Rio de Janeiro, CCS - Av. Carlos Chagas Filho, 373 - Bloco H - Cidade Universitária, Rio de Janeiro - RJ, 21941-599, Brazil
| | - Esteban Charria-Girón
- Department of Microbial Drugs, Helmholtz Centre for Infection Research (HZI), Inhoffenstr. 7, 38124 Braunschweig, Germany
- Institute of Microbiology, Technische Universität Braunschweig, Spielmannstraße 7, 38106 Braunschweig, Germany
| | - Ayesha Ahmed Chaudhri
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Vasvi Chaudhry
- Microbial Interactions in Plant Ecosystems, IMIT/ZMBP, Eberhard Karls University of Tübingen, 72076 Tübingen, Germany
| | - Hyukjae Choi
- College of Pharmacy, Yeungnam University, 280 Daehak-ro Gyeongsan-Si, Gyeongsangbuk-do 38541, Republic of Korea
- Research Institute of Cell Culture, Yeungnam University, 280 Daehak-ro Gyeongsan-Si, Gyeongsangbuk-do 38541, Republic of Korea
| | - Yukyung Choi
- College of Pharmacy and Drug Information Research Institute, Sookmyung Women's University, 100 Cheongpa-ro 47 gil, Seoul 04310, Republic of Korea
| | - Roya Choupannejad
- Fungal Natural Products, Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584CT Utrecht, The Netherlands
| | - Jakub Chromy
- Manchester Institute of Biotechnology, Department of Chemistry, School of Natural Sciences, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, UK
| | - Melinda S Chue Donahey
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
| | - Jérôme Collemare
- Fungal Natural Products, Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584CT Utrecht, The Netherlands
| | - Jack A Connolly
- Manchester Institute of Biotechnology, Department of Chemistry, School of Natural Sciences, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, UK
| | - Kaitlin E Creamer
- Innovative Genomics Institute, University of California Berkeley, 2151Berkeley Way, Berkeley, CA 94720, USA
- Department of Earth and Planetary Science, University of California, 307 McCone Hall Berkeley, CA 94720-4767, USA
| | - Max Crüsemann
- Institute of Pharmaceutical Biology, University of Bonn, Nussallee 6, 53115 Bonn, Germany
| | - Andres Arredondo Cruz
- Escuela Nacional de Estudios Superiores Unidad Leon, Universidad Nacional Autonoma de Mexico, Blv. UNAM #2011, Predio El Saucillo y, Comunidad de los Tepetates, El Potrero, 37684 León de los Aldama, Gto., Mexico
| | - Andres Cumsille
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
| | - Jean-Felix Dallery
- Université Paris-Saclay, INRAE, UR BIOGER, 22 place de l'Agronomie, 91120 Palaiseau, France
| | - Luis Caleb Damas-Ramos
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Tito Damiani
- IOCB Prague, Czech Academy of Science, Flemingovo náměstí 542/2, 160 00 Praha 6, Czech Republic
| | - Martinus de Kruijff
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
| | - Belén Delgado Martín
- Department of Microbiology, Faculty of Science, Campus Universitario de Teatinos s/n, University of Málaga, 29010 Málaga, Spain
| | - Gerardo Della Sala
- Department of Ecosustainable Marine Biotechnology, Stazione Zoologica Anton Dohrn, Giardini del Molosiglio, Via A.F. Acton 55, 80133 Naples, Italy
| | - Jelle Dillen
- Department of Bioscience Engineering, Research Group Laboratory of Applied Microbiology and Biotechnology, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Drew T Doering
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Shravan R Dommaraju
- Department of Chemistry, University of Illinois Urbana-Champaign, 600 S. Matthews Ave, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, 1206 W. Gregory Drive, Urbana, IL 61801, USA
| | - Suhan Durusu
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Susan Egbert
- Department of Chemistry, University of Manitoba, 66 Chancellors Circle, Winnipeg, MB R3T 2N2, Canada
| | - Mark Ellerhorst
- Biochemistry of Microorganisms, Faculty of Life Sciences: Food, Nutrition, and Health, University of Bayreuth, Fritz-Hornschuch-Straße 13, 95326 Kulmbach, Germany
| | - Baptiste Faussurier
- Université Paris Cité - Inserm Unit 1284, 75015 Paris, France
- Translational Genome Mining for Natural Products, Generare Bioscience, 75011 Paris, Île-de-France, France
| | - Artem Fetter
- Newcastle University, Biosciences Institute, Catherine Cookson Building, Newcastle upon Tyne, NE2 4HH, UK
| | - Marc Feuermann
- SIB Swiss Institute of Bioinformatics, Centre Medical Universitaire, 1 rue Michel Servet, 1211 Geneva 4, Switzerland
| | - David P Fewer
- Department of Microbiology, University of Helsinki, Viikinkaari 9, 00017, Helsinki, Finland
| | - Jonathan Foldi
- Manchester Institute of Biotechnology, Department of Chemistry, School of Natural Sciences, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, UK
| | - Andri Frediansyah
- Research Center for Food Technology and Processing, Research Organization of Agriculture and Food, National Research and Innovation Agency (BRIN), Jl. Jogja - Wonosari Km 31.5, DI. Yogyakarta 55861, Indonesia
- Microbial Metabolites for Food Research Group, National Research and Innovation Agency (BRIN), Jl. Jogja - Wonosari Km 31.5, Gunungkidul, DI. Yogyakarta 55861, Indonesia
| | - Erin A Garza
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, 4120 Capricorn Lane, La Jolla, CA 92037, USA
| | - Athina Gavriilidou
- Translational Genome Mining for Natural Products, Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), Interfaculty Institute for Biomedical Informatics (IBMI), University of Tübingen, Sand 14, 72076 Tübingen, Germany
| | - Andrea Gentile
- NAICONS Srl, viale Ortles 22/4, 20139 Milan, Italy
- Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Biosciences complex - Pavilion 02, Sciences and Technology Campus 11/A, 43124 Parma, Italy
| | - Jennifer Gerke
- Institute for Organic Chemistry, Leibniz Universität Hannover, Schneiderberg 38, 30167 Hannover, Germany
| | - Hans Gerstmans
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
- Department of Biology, Laboratory for Biomolecular Discovery & Engineering, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
- Department of Biosystems, Biosensors Group, KU Leuven, Willem de Croylaan 42, box 2428, 3001 Leuven, Belgium
| | - Juan Pablo Gomez-Escribano
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures GmbH, Inhoffenstraße 7B, 38124Braunschweig, Germany
| | - Luz A González-Salazar
- Industrial Genomics Laboratory, Centro de Biotecnología FEMSA, Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501sur, Nuevo Leon, 64700, México
| | - Natalie E Grayson
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
| | - Claudio Greco
- Department of Biosciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Juan E Gris Gomez
- Industrial Genomics Laboratory, Centro de Biotecnología FEMSA, Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501sur, Nuevo Leon, 64700, México
| | - Sebastian Guerra
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
- University of Florida Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, FL 32611, USA
| | - Shaday Guerrero Flores
- Centro de Ciencias Matemáticas National Autonomous University of Mexico (UNAM) Antigua Carretera a Pátzcuaro # 8701, Sin Nombre, Residencial San José de la Huerta, 58089 Morelia, Mich
| | - Alexey Gurevich
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
| | - Karina Gutiérrez-García
- Biosphere Sciences and Engineering Division, Carnegie Institution for Science, 3520 San Martin Dr, Baltimore, MD, 21218, USA
| | - Lauren Hart
- Program in Chemical Biology, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, MI, USA
- Life Sciences Institute, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, Michigan, USA
| | - Kristina Haslinger
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Antonius Deusinglaan 1, 9713AV Groningen, The Netherlands
| | - Beibei He
- Department of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong, China
| | - Teo Hebra
- IOCB Prague, Czech Academy of Science, Flemingovo náměstí 542/2, 160 00 Praha 6, Czech Republic
| | - Jethro L Hemmann
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Adolf-Reichwein-Straße 23, 07745 Jena, Germany
| | - Hindra Hindra
- Institute of Infectious Disease Research, McMaster University, 1280 Main Street West, Hamilton, Ontario, L8S4L8, Canada
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, Ontario, L8S4K1, Canada
| | - Lars Höing
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Darren C Holland
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
| | - Jonathan E Holme
- Department of Biotechnology and Nanomedicine, SINTEF Industry, P.O.Box 4760 Torgard, N-7465 Trondheim, Norway
| | - Therese Horch
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Pavlo Hrab
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Microbiology Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Jie Hu
- Corteva Agriscience, 9330 Zionsville Road, Indianapolis, Indiana 46268, USA
| | - Thanh-Hau Huynh
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 101 Daehak-ro, Jongro-gu, Seoul 110-744, Korea
| | - Ji-Yeon Hwang
- Molecular Targets Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702-1201, USA
| | - Riccardo Iacovelli
- Production Host Engineering Team, VTT Technical Research Centre of Finland Ltd, Maarintie 3, 02150 Espoo, Finland
| | - Dumitrita Iftime
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
| | | | - Sidharth Jayachandran
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Eunah Jeong
- College of Pharmacy and Drug Information Research Institute, Sookmyung Women's University, 100 Cheongpa-ro 47 gil, Seoul 04310, Republic of Korea
| | - Jiayi Jing
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Jung J Jung
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 101 Daehak-ro, Jongro-gu, Seoul 110-744, Korea
| | - Yuya Kakumu
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Edward Kalkreuter
- Department of Chemistry and Biochemistry, Laboratories of Molecular Recognition, Florida State University, 95 Chieftan Way, Tallahassee, FL 32306, USA
| | - Kyo Bin Kang
- College of Pharmacy and Drug Information Research Institute, Sookmyung Women's University, 100 Cheongpa-ro 47 gil, Seoul 04310, Republic of Korea
| | - Sangwook Kang
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 101 Daehak-ro, Jongro-gu, Seoul 110-744, Korea
| | - Wonyong Kim
- Department of Applied Biology, College of Agriculture and Life Sciences, Chonnam National University, 77 Yongbong-ro, Buk-gu, Gwangju, 61186, South Korea
| | - Geum Jin Kim
- Research Institute of Cell Culture, Yeungnam University, 280 Daehak-ro Gyeongsan-Si, Gyeongsangbuk-do 38541, Republic of Korea
- Department of Pharmacology, College of Medicine, Dongguk University, Dongdae-ro 123, Gyeongju-si, Gyeongsangbuk-do 38066, Republic of Korea
| | - Hyunwoo Kim
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Dongguk-ro 32, Goyang 10326, Republic of Korea
| | - Hyun Uk Kim
- Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
| | - Martin Klapper
- Department of Paleobiotechnology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, Beutenbergstr. 11a, 07745 Jena, Germany
| | - Robert A Koetsier
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Cassandra Kollten
- Chair of Technical Biochemistry, Technical University of Dresden, Bergstraße 66, 01069 Dresden, Germany
| | - Ákos T Kovács
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- DTU Bioengineering, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Yelyzaveta Kriukova
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Chair of Technical Biochemistry, Technical University of Dresden, Bergstraße 66, 01069 Dresden, Germany
| | - Noel Kubach
- Translational Genome Mining for Natural Products, Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), Interfaculty Institute for Biomedical Informatics (IBMI), University of Tübingen, Sand 14, 72076 Tübingen, Germany
| | - Aditya M Kunjapur
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, USA
| | - Aleksandra K Kushnareva
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
| | - Andreja Kust
- Innovative Genomics Institute, University of California Berkeley, 2151Berkeley Way, Berkeley, CA 94720, USA
- Department of Earth and Planetary Science, University of California, 307 McCone Hall Berkeley, CA 94720-4767, USA
| | - Jessica Lamber
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- German Centre for Infection Research (DZIF), Inhoffenstr. 7, 38124 Hannover-Braunschweig, Germany
| | - Martin Larralde
- Center of Infectious Diseases, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Niels J Larsen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Adrien P Launay
- Bioinformatics department, Endogenomiks, El Marqués, Querétaro, Mexico
| | | | - Sarah Lebeer
- Department of Bioscience Engineering, Research Group Laboratory of Applied Microbiology and Biotechnology, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
- U-MaMi Centre of Excellence, Middelheimlaan 1, 2020 Antwerp, Belgium
| | - Byung Tae Lee
- Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
| | - Kyungha Lee
- College of Pharmacy and Drug Information Research Institute, Sookmyung Women's University, 100 Cheongpa-ro 47 gil, Seoul 04310, Republic of Korea
| | - Katherine L Lev
- Program in Chemical Biology, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, MI, USA
- Life Sciences Institute, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, Michigan, USA
| | - Shu-Ming Li
- Institute of Pharmaceutical Biology and Biotechnology, University of Marburg, Robert-Koch-Str. 4, 35037 Marburg, Germany
| | - Yong-Xin Li
- Department of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong, China
| | - Cuauhtémoc Licona-Cassani
- Industrial Genomics Laboratory, Centro de Biotecnología FEMSA, Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501sur, Nuevo Leon, 64700, México
- Integrative Biology Research Unit, The Institute for Obesity Research, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501 sur, Nuevo Leon, 64700. México
| | - Annette Lien
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Jing Liu
- Department of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong, China
| | - Julius Adam V Lopez
- School of Innovation and Sustainability, De La Salle University, Laguna Boulevard, LTI Spine Road, Brgys. Biñan and Malamig, 4024 Biñan City, Laguna, Philippines
- Department of Chemistry, De La Salle University, 2401 Taft Avenue, 0922 Manila, Philippines
| | | | - Marla I Macias
- University of Strathclyde, Strathclyde Institute of Pharmacy and Biomedical Sciences, Glasgow, G4 0RE UK
| | - Taifo Mahmud
- Department of Pharmaceutical Sciences, Oregon State University, 1601 SW Jefferson Way, Corvallis, OR 97331-3507, USA
| | - Matiss Maleckis
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs. Lyngby, Denmark
| | - Añadir Maharai Martinez-Martinez
- Industrial Genomics Laboratory, Centro de Biotecnología FEMSA, Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, Av. Eugenio Garza Sada 2501sur, Nuevo Leon, 64700, México
| | - Yvonne Mast
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures GmbH, Inhoffenstraße 7B, 38124Braunschweig, Germany
- Technical University of Braunschweig, Institute of Microbiology, Rebenring 56, 38106 Braunschweig, Germany
| | - Marina F Maximo
- Department of Organic Chemistry, Institute of Chemistry, University of Campinas (UNICAMP), Rua Monteiro Lobato 270, Campinas, São Paulo, 13.083-862, Brazil
| | - Christina M McBride
- Program in Chemical Biology, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, MI, USA
- Life Sciences Institute, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, Michigan, USA
| | - Rose M McLellan
- Ferrier Research Institute, Victoria University of Wellington, Kelburn Parade, Wellington 6012, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, Kelburn Parade, Wellington 6012, New Zealand
| | - Khyati Mehta Bhatt
- Fungal Natural Products, Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584CT Utrecht, The Netherlands
| | - Chrats Melkonian
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Theoretical Biology and Bioinformatics, Department of Biology, Faculty of Science, Utrecht University, 3584 CH Utrecht, The Netherlands
| | - Aske Merrild
- Department of Biological and Chemical Engineering, Aarhus University, Gustav Wieds Vej 10, 8000 Aarhus C, Denmark
| | - Mikko Metsä-Ketelä
- Department of Life Technologies, University of Turku, Tykistökatu 6, FIN-20520 Turku, Finland
| | - Douglas A Mitchell
- Department of Chemistry, University of Illinois Urbana-Champaign, 600 S. Matthews Ave, Urbana, IL 61801, USA
| | - Alison V Müller
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
- German Centre for Infection Research (DZIF), Inhoffenstr. 7, 38124 Hannover-Braunschweig, Germany
| | - Giang-Son Nguyen
- Department of Biotechnology and Nanomedicine, SINTEF Industry, P.O.Box 4760 Torgard, N-7465 Trondheim, Norway
| | - Hera T Nguyen
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
| | - Timo H J Niedermeyer
- Institute of Pharmacy, Freie Universität Berlin, Königin-Luise-Str. 2+4, 14195 Berlin, Germany
| | - Julia H O'Hare
- Instituto de Pesquisas de Produtos Naturais Walter Mors, Universidade Federal do Rio de Janeiro, CCS - Av. Carlos Chagas Filho, 373 - Bloco H - Cidade Universitária, Rio de Janeiro - RJ, 21941-599, Brazil
| | - Adam Ossowicki
- Department of Crop Protection, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora" (IHSM-UMA-CSIC), Campus Universitario de Teatinos, 29010, Málaga, Spain
- Department of Microbiology, Faculty of Science, Campus Universitario de Teatinos s/n, University of Málaga, 29010 Málaga, Spain
| | - Bohdan O Ostash
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Hrushevskoho st 4, Lviv 79005, Ukraine
- German-Ukrainian Core of Excellence in Natural Products Research, Zelena str. 20, Lviv 79005, Ukraine
| | - Hiroshi Otani
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Leo Padva
- Institute of Pharmaceutical Biology, University of Bonn, Nussallee 6, 53115 Bonn, Germany
| | - Sunaina Paliyal
- Computational Biology Lab, National Agri-Food and Biomanufacturing Institute (NABI), Sector 81, S.A.S. Nagar, Mohali, Punjab 140306, India
| | - Xinya Pan
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Crop Protection, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora" (IHSM-UMA-CSIC), Campus Universitario de Teatinos, 29010, Málaga, Spain
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10 6708 PB Wageningen, The Netherlands
| | - Mohit Panghal
- Computational Biology Lab, National Agri-Food and Biomanufacturing Institute (NABI), Sector 81, S.A.S. Nagar, Mohali, Punjab 140306, India
- Regional Centre for Biotechnology, NCR Biotech Science Cluster, 3rd Milestone, Faridabad-Gurugram Expressway, Faridabad - 121001 Haryana (NCR Delhi), India
| | - Dana S Parade
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
| | - Jiyoon Park
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 101 Daehak-ro, Jongro-gu, Seoul 110-744, Korea
| | - Jonathan Parra
- Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José, 11501-2060, Costa Rica
- Centro Nacional de Innovaciones Biotecnológicas (CENIBiot), CeNAT-CONARE, 1174-1200, San José, Costa Rica
- Instituto de Investigaciones Farmacéuticas (INIFAR), Facultad de Farmacia, Universidad de Costa Rica, San José, 11501-2060, Costa Rica
| | - Marcos Pedraza Rubio
- Department of Crop Protection, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora" (IHSM-UMA-CSIC), Campus Universitario de Teatinos, 29010, Málaga, Spain
- Department of Microbiology, Faculty of Science, Campus Universitario de Teatinos s/n, University of Málaga, 29010 Málaga, Spain
| | - Huong T Pham
- College of Pharmacy and Drug Information Research Institute, Sookmyung Women's University, 100 Cheongpa-ro 47 gil, Seoul 04310, Republic of Korea
| | - Sacha J Pidot
- Department of Microbiology and Immunology at the Doherty Institute, University of Melbourne, Grattan Street, Parkville Victoria, Victoria 3000, Australia
| | - Jörn Piel
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zurich, Vladimir-Prelog Weg 4, 8093 Zurich, Switzerland
| | - Bita Pourmohsenin
- Translational Genome Mining for Natural Products, Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), Interfaculty Institute for Biomedical Informatics (IBMI), University of Tübingen, Sand 14, 72076 Tübingen, Germany
| | - Malik Rakhmanov
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Sangeetha Ramesh
- Department of Plant Pathology, University of California Davis, One Shields Avenue, Davis, CA 95616-8751, USA
| | - Michelle H Rasmussen
- Department of Chemistry, Aarhus University, Langelandsgade 140, DK-8000, Aarhus C, Denmark
| | - Adriana Rego
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR/CIMAR), University of Porto, 4450-208 Matosinhos, Portugal
| | - Raphael Reher
- Institute of Pharmaceutical Biology and Biotechnology, University of Marburg, Robert-Koch-Str. 4, 35037 Marburg, Germany
| | - Andrew J Rice
- Department of Chemistry, University of Illinois Urbana-Champaign, 600 S. Matthews Ave, Urbana, IL 61801, USA
| | - Augustin Rigolet
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
| | - Adriana Romero-Otero
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs. Lyngby, Denmark
| | - Luis Rodrigo Rosas-Becerra
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Km 9.6 Libramiento Norte Carretera Irapuato-León, 36824, Irapuato, Mexico
| | - Pablo Y Rosiles
- Bioinformatics department, Endogenomiks, El Marqués, Querétaro, Mexico
| | - Adriano Rutz
- Institute for Molecular Systems Biology, ETH Zürich, Otto-Stern-Weg 3, 8093 Zürich, Switzerland
| | - Byeol Ryu
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
| | - Libby-Ann Sahadeo
- Department of Chemistry, University of Manitoba, 66 Chancellors Circle, Winnipeg, MB R3T 2N2, Canada
| | - Murrel Saldanha
- Department of Microbiology and Cell Science, University of Florida, 1355 Museum Drive, Gainesville, Florida, 32611, USA
| | - Luca Salvi
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
| | - Eduardo Sánchez-Carvajal
- Laboratorio de Microbiología Molecular y Biotecnología Ambiental, Centro de Biotecnología DAL, Universidad Técnica Federico Santa María, Avenida España 1680, 2390123, Valparaíso, Chile
| | | | - Nicolau Sbaraini
- School of Molecular Sciences, University of Western Australia, 35 Stirling Highway, Perth 6009, Australia
| | - Sydney M Schoellhorn
- Department of Chemistry and BioDiscovery Institute, University of North Texas, 1155 Union Circle, Denton, Texas 76203, USA
| | - Clemens Schumm
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- German Centre for Infection Research (DZIF), Inhoffenstr. 7, 38124 Hannover-Braunschweig, Germany
- Helmholtz Centre for Infection Research (HZI), Inhoffenstr. 7, 38124 Braunschweig, Germany
| | - Ludek Sehnal
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
- Masaryk University, Faculty of Science, RECETOX, Kamenice 753/5, 625 00 Brno, Czech Republic
| | - Nelly Selem
- Centro de Ciencias Matemáticas National Autonomous University of Mexico (UNAM) Antigua Carretera a Pátzcuaro # 8701, Sin Nombre, Residencial San José de la Huerta, 58089 Morelia, Mich
| | - Anjali D Shah
- School of Biological Sciences, University of Bristol, Life Sciences Building, 24 Tyndall Avenue, Bristol, BS8 1TQ, UK
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Tania K Shishido
- Fungal Natural Products, Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584CT Utrecht, The Netherlands
- Institute of Biotechnology, Helsinki Institute of Life Science, University of Helsinki, Viikinkaari 5, 00790, Helsinki, Finland
| | - Simon Sieber
- Department of Chemistry, University of Zurich,Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Velina Silviani
- College of Pharmacy, Yeungnam University, 280 Daehak-ro Gyeongsan-Si, Gyeongsangbuk-do 38541, Republic of Korea
- Research Institute of Cell Culture, Yeungnam University, 280 Daehak-ro Gyeongsan-Si, Gyeongsangbuk-do 38541, Republic of Korea
| | - Garima Singh
- Department of Biology, University of Padova, Via U. Bassi, 58/B, 35121 Padova, Italy
- Botanical Garden, University of Padova, Via Orto Botanico 15, 35123 Padova, Italy
| | - Hemant Singh
- Computational Biology Lab, National Agri-Food and Biomanufacturing Institute (NABI), Sector 81, S.A.S. Nagar, Mohali, Punjab 140306, India
| | - Nika Sokolova
- Department of Chemical and Pharmaceutical Biology, University of Groningen, Antonius Deusinglaan 1, 9713AV Groningen, The Netherlands
| | - Eva C Sonnenschein
- Department of Biosciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | | | - Sven T Sowa
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Karin Steffen
- Department of Biological Sciences and Evolutionary Studies Initiative, Vanderbilt University, 465 21st Ave S, Nashville, TN 37232, USA
| | - Evi Stegmann
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, Hoppe-Seyler-Straße 3, 72076 Tübingen, Germany
| | - Alena B Streiff
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zurich, Vladimir-Prelog Weg 4, 8093 Zurich, Switzerland
| | - Alena Strüder
- Interfaculty Institute of Microbiology and Infection Medicine Tübingen, Microbial Bioactive Compounds, University of Tübingen, Auf der Morgenstelle 28, 72076, Tübingen, Germany
| | - Frank Surup
- Department of Microbial Drugs, Helmholtz Centre for Infection Research (HZI), Inhoffenstr. 7, 38124 Braunschweig, Germany
- Institute of Microbiology, Technische Universität Braunschweig, Spielmannstraße 7, 38106 Braunschweig, Germany
| | - Tiziana Svenningsen
- Department of Biological and Chemical Engineering, Aarhus University, Gustav Wieds Vej 10, 8000 Aarhus C, Denmark
| | - Douglas Sweeney
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
| | - Judit Szenei
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Azat Tagirdzhanov
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Campus E8.1, 66123 Saarbrücken, Germany
- Saarland University, Campus E8.1, 66123 Saarbrücken, Germany
| | - Bin Tan
- Institute for Molecular Bio Science, Goethe University Frankfurt, Max-von-Laue Strasse 9, 60438 Frankfurt am Main, Germany
- LOEWE Center for Translational Biodiversity Genomics (TBG), Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Matthew J Tarnowski
- Department of Biosciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Barbara R Terlouw
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Thomas Rey
- DE SANGOSSE, Bonnel, 47480, Pont-Du-Casse, France
- Laboratoire de Recherche en Sciences Végétales, Université de Toulouse, CNRS, Université Toulouse III, Toulouse INP, 24 Chemin de Borde Rouge, Auzeville, 31320, Auzeville-Tolosane, France
| | - Nicola U Thome
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Biology, Laboratory for Biomolecular Discovery & Engineering, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
| | - Laura Rosina Torres Ortega
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| | - Thomas Tørring
- Department of Biological and Chemical Engineering, Aarhus University, Gustav Wieds Vej 10, 8000 Aarhus C, Denmark
| | - Marla Trindade
- Institute for Microbial Biotechnology and Metagenomics, Department of Biotechnology, University of the Western Cape, Robert Sobukwe Rd, Bellville, 7535, South Africa
| | - Andrew W Truman
- Department of Molecular Microbiology, John Innes Centre, Norwich Research Park, Norwich, NR4 7UH, United Kingdome, Norwich, UK
| | - Marie Tvilum
- Department of Biological and Chemical Engineering, Aarhus University, Gustav Wieds Vej 10, 8000 Aarhus C, Denmark
| | - Daniel W Udwary
- US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA
| | - Christoph Ulbricht
- Institute of Pharmaceutical Biology, University of Bonn, Nussallee 6, 53115 Bonn, Germany
| | - Lisa Vader
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Gilles P van Wezel
- Institute of Biology, Leiden University, Sylviusweg 72, 2333BE Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Droevendaalsesteeg 10 6708 PB Wageningen, The Netherlands
| | - Max Walmsley
- Manchester Institute of Biotechnology, Department of Chemistry, School of Natural Sciences, Faculty of Science and Engineering, University of Manchester, 131 Princess Street, Manchester M1 7DN, UK
| | - Randika Warnasinghe
- Department of Chemistry, University of Manitoba, 66 Chancellors Circle, Winnipeg, MB R3T 2N2, Canada
| | - Heiner G Weddeling
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Angus N M Weir
- VIB-KU Leuven Center for Microbiology, Flanders Institute for Biotechnology, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
- The Rosalind Franklin Institute, R113 Rutherford Appleton Laboratory, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0QX, UK
| | - Katherine Williams
- School of Biological Sciences, University of Bristol, Life Sciences Building, 24 Tyndall Avenue, Bristol, BS8 1TQ, UK
- School of Applied Sciences, University of the West of England, Frenchay Campus, Coldharbour Lane, Bristol, BS16 1QY, UK
| | - Sam E Williams
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Thomas E Witte
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, 10 Marie Curie Private, Ottawa, Ontario, K1N 6N5, Canada
| | - Steffaney M Wood Rocca
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0212, USA
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, 4120 Capricorn Lane, La Jolla, CA 92037, USA
| | - Keith Yamada
- Department of Life Technologies, University of Turku, Tykistökatu 6, FIN-20520 Turku, Finland
| | - Dong Yang
- Natural Products Discovery Center, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, University of Florida, Jupiter, Florida 33458, USA
| | - Dongsoo Yang
- Synthetic Biology and Enzyme Engineering Laboratory, Department of Chemical and Biological Engineering, Korea University, Anam-ro 145, Seongbuk-gu, Seoul 02841, Republic of Korea
| | - Jingwei Yu
- Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen 518055, P.R. China
| | - Zhenyi Zhou
- College of Pharmaceutical Science & Collaborative Innovation Center of Yangtze River Delta Region Green Pharmaceuticals, Zhejiang University of Technology, Chaowang Raod 18, Hangzhou 310014, China
| | - Nadine Ziemert
- Translational Genome Mining for Natural Products, Interfaculty Institute of Microbiology and Infection Medicine Tübingen (IMIT), Interfaculty Institute for Biomedical Informatics (IBMI), University of Tübingen, Sand 14, 72076 Tübingen, Germany
| | - Lukas Zimmer
- Institute of Pharmaceutical Biology, University of Bonn, Nussallee 6, 53115 Bonn, Germany
| | - Alina Zimmermann
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures GmbH, Inhoffenstraße 7B, 38124Braunschweig, Germany
| | - Christian Zimmermann
- Institute of Chemical, Environmental and Bioscience Engineering, TU Wien, Gumpendorfer Strasse 1a, 1060 Vienna, Austria
| | - Justin J J van der Hooft
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
- Department of Biochemistry, University of Johannesburg, C2 Lab Building 224, Kingsway Campus, Cnr University & Kingsway Road, Auckland Park, Johannesburg 2006, South Africa
| | - Roger G Linington
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada
| | - Tilmann Weber
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Building 220, Søltofts Plads, 2800 Kongens Lyngby, Denmark
| | - Marnix H Medema
- Bioinformatics Group, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands
| |
Collapse
|
8
|
Pittino F, Fink S, Oliveira J, Janssen EML, Scheidegger C. Lithic bacterial communities: ecological aspects focusing on Tintenstrich communities. Front Microbiol 2024; 15:1430059. [PMID: 39678915 PMCID: PMC11639984 DOI: 10.3389/fmicb.2024.1430059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 10/28/2024] [Indexed: 12/17/2024] Open
Abstract
Tintenstrich communities (TCs) mainly comprise Cyanobacteria developing on rock substrates and forming physical structures that are strictly connected to the rock itself. Endolithic and epilithic bacterial communities are important because they contribute to nutrient release within run-off waters flowing on the rock surface. Despite TCs being ubiquitous, little information about their ecology and main characteristics is available. In this study, we characterized the bacterial communities of rock surfaces of TCs in Switzerland through Illumina sequencing. We investigated their bacterial community composition on two substrate types (siliceous rocks [SRs] and carbonate rocks [CRs]) through multivariate models. Our results show that Cyanobacteria and Proteobacteria are the predominant phyla in this environment. Bacterial α-diversity was higher on CRs than on SRs, and the β-diversity of SRs varied with changes in rock surface structure. In this study, we provide novel insights into the bacterial community composition of TCs, their differences from other lithic communities, and the effects of the rock substrate and structure.
Collapse
Affiliation(s)
- Francesca Pittino
- Biodiversity and Conservation Biology, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
- Department of Environmental Chemistry, Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf, Switzerland
- Department of Earth and Environmental Sciences, University of Milano-Bicocca, Milan, Italy
| | - Sabine Fink
- Biodiversity and Conservation Biology, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| | - Juliana Oliveira
- Biodiversity and Conservation Biology, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
- Department of Environmental Chemistry, Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf, Switzerland
| | - Elisabeth M.-L. Janssen
- Department of Environmental Chemistry, Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf, Switzerland
| | - Christoph Scheidegger
- Biodiversity and Conservation Biology, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| |
Collapse
|
9
|
Chandrasekhar V, Rajan K, Kanakam SRS, Sharma N, Weißenborn V, Schaub J, Steinbeck C. COCONUT 2.0: a comprehensive overhaul and curation of the collection of open natural products database. Nucleic Acids Res 2024:gkae1063. [PMID: 39588778 DOI: 10.1093/nar/gkae1063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 10/10/2024] [Accepted: 10/22/2024] [Indexed: 11/27/2024] Open
Abstract
The COCONUT (COlleCtion of Open Natural prodUcTs) database was launched in 2021 as an aggregation of openly available natural product datasets and has been one of the biggest open natural product databases since. Apart from the chemical structures of natural products, COCONUT contains information about names and synonyms, species and organism parts in which the natural product has been found, geographic information about where the respective sample has been collected and literature references, where available. COCONUT is openly accessible at https://coconut.naturalproducts.net. Users can search textual information and perform structure, substructure, and similarity searches. The data in COCONUT are available for bulk download as SDF, CSV and a database dump. The web application for accessing the data is open-source. Here, we describe COCONUT 2.0, for which the web application has been completely rewritten, and the data have been newly assembled and extensively curated. New features include data submissions by users and community curation facilitated in various ways.
Collapse
Affiliation(s)
- Venkata Chandrasekhar
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Kohulan Rajan
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Sri Ram Sagar Kanakam
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Nisha Sharma
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Viktor Weißenborn
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Jonas Schaub
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| | - Christoph Steinbeck
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany
| |
Collapse
|
10
|
Overlingė D, Cegłowska M, Konkel R, Mazur-Marzec H. Aeruginosin 525 (AER525) from Cyanobacterium Aphanizomenon Sp. (KUCC C2): A New Serine Proteases Inhibitor. Mar Drugs 2024; 22:506. [PMID: 39590786 PMCID: PMC11595689 DOI: 10.3390/md22110506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 11/01/2024] [Accepted: 11/06/2024] [Indexed: 11/28/2024] Open
Abstract
Aeruginosins (AERs) are one of the most common classes of cyanobacterial peptides synthesised through a hybrid non-ribosomal peptide synthase/polyketide synthase pathway. They have been found in Microcystis, Nodularia spumigena, Oscillatoria/Plantothrix, and Nostoc. The presence of AER in Aphanizomenon isolated from the Curonian Lagoon was reported for the first time in our previous work. Here, the structure of aeruginosin 525 (AER525), isolated from Aphanizomenon sp. KUCC C2, was characterised based on high-resolution mass spectrometry. This new AER variant shows potent activity against thrombin. It also inhibits trypsin and carboxypeptidase A but has no effect on elastase and chymotrypsin. In terms of the N-terminal residue and biological activity, AER525 displaces some similarity to dysinosins, which belongs to the most potent inhibitors of thrombin among AERs. The findings underline the potential of AER525 as a new anticoagulant agent.
Collapse
Affiliation(s)
- Donata Overlingė
- Marine Research Institute, Klaipėda University, Universiteto av. 17, LT-92294 Klaipėda, Lithuania
| | - Marta Cegłowska
- Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, PL-81712 Sopot, Poland;
| | - Robert Konkel
- Department of Marine Biology and Biotechnology, University of Gdańsk, M. J. Piłsudskiego 46, PL-81378 Gdynia, Poland; (R.K.); (H.M.-M.)
| | - Hanna Mazur-Marzec
- Department of Marine Biology and Biotechnology, University of Gdańsk, M. J. Piłsudskiego 46, PL-81378 Gdynia, Poland; (R.K.); (H.M.-M.)
| |
Collapse
|
11
|
Zhang T, Sun G, Cheng X, Cao C, Cai Z, Zhou J. Screening for Potential Antiviral Compounds from Cyanobacterial Secondary Metabolites Using Machine Learning. Mar Drugs 2024; 22:501. [PMID: 39590781 PMCID: PMC11595798 DOI: 10.3390/md22110501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/30/2024] [Accepted: 10/31/2024] [Indexed: 11/28/2024] Open
Abstract
The secondary metabolites of seawater and freshwater blue-green algae are a rich natural product pool containing diverse compounds with various functions, including antiviral compounds; however, high-efficiency methods to screen such compounds are lacking. Advanced virtual screening techniques can significantly reduce the time and cost of novel antiviral drug identification. In this study, we used a cyanobacterial secondary metabolite library as an example and trained three models to identify compounds with potential antiviral activity using a machine learning method based on message-passing neural networks. Using this method, 364 potential antiviral compounds were screened from >2000 cyanobacterial secondary metabolites, with amides predominating (area under the receiver operating characteristic curve value: 0.98). To verify the actual effectiveness of the candidate antiviral compounds, HIV virus reverse transcriptase (HIV-1 RT) was selected as a target to evaluate their antiviral potential. Molecular docking experiments demonstrated that candidate compounds, including kororamide, mollamide E, nostopeptolide A3, anachelin-H, and kasumigamide, produced relatively robust non-covalent bonding interactions with the RNase H active site on HIV-1 RT, supporting the effectiveness of the proposed screening model. Our data demonstrate that artificial intelligence-based screening methods are effective tools for mining potential antiviral compounds, which can facilitate the exploration of various natural product libraries.
Collapse
Affiliation(s)
- Tingrui Zhang
- Marine Ecology and Human Factors Assessment Technical Innovation Center of Natural Resources Ministry, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China; (T.Z.); (Z.C.)
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Shenzhen Key Laboratory of Advanced Technology for Marine Ecology, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Geyao Sun
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Xueyu Cheng
- Marine Ecology and Human Factors Assessment Technical Innovation Center of Natural Resources Ministry, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China; (T.Z.); (Z.C.)
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Cheng Cao
- Marine Ecology and Human Factors Assessment Technical Innovation Center of Natural Resources Ministry, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China; (T.Z.); (Z.C.)
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Zhonghua Cai
- Marine Ecology and Human Factors Assessment Technical Innovation Center of Natural Resources Ministry, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China; (T.Z.); (Z.C.)
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| | - Jin Zhou
- Marine Ecology and Human Factors Assessment Technical Innovation Center of Natural Resources Ministry, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China; (T.Z.); (Z.C.)
- Shenzhen Public Platform for Screening and Application of Marine Microbial Resources, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Shenzhen Key Laboratory of Advanced Technology for Marine Ecology, Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
- Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
| |
Collapse
|
12
|
Zhao H, Zhang Z, Nair S, Li H, He C, Shi Q, Zheng Q, Cai R, Luo G, Xie S, Jiao N, Zhang Y. Overlooked Vital Role of Persistent Algae-Bacteria Interaction in Ocean Recalcitrant Carbon Sequestration and Its Response to Ocean Warming. GLOBAL CHANGE BIOLOGY 2024; 30:e17570. [PMID: 39600212 PMCID: PMC11599910 DOI: 10.1111/gcb.17570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 09/18/2024] [Accepted: 10/14/2024] [Indexed: 11/29/2024]
Abstract
Long-term carbon sequestration by the ocean's recalcitrant dissolved organic carbon (RDOC) pool regulates global climate. Algae and bacteria interactively underpin RDOC formation. However, on the long-term scales, the influence of their persistent interactions close to in situ state on ocean RDOC dynamics and accumulation remains unclear, limiting our understanding of the oceanic RDOC pool formation and future trends under global change. We show that a Synechococcus-bacteria interaction model system viable over 720 days gradually accumulated high DOC concentrations up to 84 mg L-1. Concurrently, the DOC inertness increased with the RDOC ratio reaching > 50%. The identified Synechococcus-bacteria-driven RDOC molecules shared similarity with over half of those from pelagic ocean DOC. Importantly, we provide direct genetic and metabolite evidence that alongside the continuous transformation of algal carbon by bacteria to generate RDOC, Synechococcus itself also directly synthesized and released RDOC molecules, representing a neglected RDOC source with ~0.2-1 Gt y-1 in the ocean. However, we found that although ocean warming (+4°C) can promote algal and bacterial growth and DOC release, it destabilizes and reduces RDOC reservoirs, jeopardizing the ocean's carbon sequestration capacity. This study unveils the previously underestimated yet significant role of algae and long-term algae-bacteria interactions in ocean carbon sequestration and its vulnerability to ocean warming.
Collapse
Affiliation(s)
- Hanshuang Zhao
- Qingdao New Energy Shandong Laboratory, Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Energy GeneticsQingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
- Shandong Energy InstituteQingdaoChina
| | - Zenghu Zhang
- Qingdao New Energy Shandong Laboratory, Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Energy GeneticsQingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
- Shandong Energy InstituteQingdaoChina
| | - Shailesh Nair
- Qingdao New Energy Shandong Laboratory, Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Energy GeneticsQingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
- Shandong Energy InstituteQingdaoChina
| | - Hongmei Li
- Qingdao New Energy Shandong Laboratory, Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Energy GeneticsQingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
- Shandong Energy InstituteQingdaoChina
| | - Chen He
- State Key Laboratory of Heavy Oil ProcessingChina University of PetroleumBeijingChina
| | - Quan Shi
- State Key Laboratory of Heavy Oil ProcessingChina University of PetroleumBeijingChina
| | - Qiang Zheng
- State Key Laboratory of Marine Environmental ScienceXiamen UniversityXiamenChina
| | - Ruanhong Cai
- State Key Laboratory of Marine Environmental ScienceXiamen UniversityXiamenChina
| | - Genming Luo
- State Key Laboratory of Biogeology and Environmental Geology, School of Earth SciencesChina University of GeosciencesWuhanChina
| | - Shucheng Xie
- State Key Laboratory of Biogeology and Environmental Geology, School of Earth SciencesChina University of GeosciencesWuhanChina
| | - Nianzhi Jiao
- State Key Laboratory of Marine Environmental ScienceXiamen UniversityXiamenChina
| | - Yongyu Zhang
- Qingdao New Energy Shandong Laboratory, Key Laboratory of Biofuels, Shandong Provincial Key Laboratory of Energy GeneticsQingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
- Shandong Energy InstituteQingdaoChina
| |
Collapse
|
13
|
Cottrill KA, Miles CO, Krajewski LC, Cunningham BR, Bragg W, Boise NR, Victry KD, Wunschel DS, Wahl KL, Hamelin EI. Identification of novel microcystins in algal extracts by a liquid chromatography-high-resolution mass spectrometry data analysis pipeline. HARMFUL ALGAE 2024; 139:102739. [PMID: 39567074 DOI: 10.1016/j.hal.2024.102739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 09/30/2024] [Accepted: 10/20/2024] [Indexed: 11/22/2024]
Abstract
BACKGROUND Microcystins are an emergent public health problem. These toxins are secondary metabolites of harmful cyanobacterial blooms, with blooms becoming more prevalent with eutrophication of water. Exposure to microcystins can result in sickness, liver damage, and even death. Over 300 microcystins have been identified to date, with differences in toxicity based on the specific amino acid composition. Because of this diversity in microcystins, as well as the likelihood of detecting as yet undiscovered microcystins, it is vital to establish a methodological workflow to identify any microcystin in a complex sample, regardless of the availability of a reference standard. Additionally, ascribing varying levels of confidence to these identifications is critical to effectively communicate discoveries. METHODS A liquid-chromatography-high-resolution mass spectrometry method was utilized to identify microcystins present in cyanobacterial extracts from a strain of Microcystis aeruginosa and an Aphanizomenon sp. First, microcystin congeners with available standards were identified in the cyanobacterial extract. These known-unknown microcystins were considered to have the highest confidence identifications due to availability of accurate masses, retention times, and library spectra for comparison. Utilizing the spectra of these microcystins, relatively high-abundance diagnostic product-ions were identified and employed to screen the data for additional candidate microcystins. Microcystins without a standard that had an exact mass matching a microcystin published in CyanoMetDB were considered semi-known-unknown microcystins. The remaining microcystins were considered unknown-unknown microcystins. The identities of the microcystins determined herein were additionally supported by product-ion analysis, thiol reactivity, esterification reactions, neutral loss analysis, and literature contextualization. RESULTS In total, utilizing the systematic workflow presented herein, 23 microcystins were identified in the M. aeruginosa culture, including two not published previously: [d-Asp3]MC-LCit and the incompletely identified MC-L(C7H11NO3).
Collapse
Affiliation(s)
- Kirsten A Cottrill
- Battelle Memorial Institute, 505 King Ave, Columbus, OH 43201, USA; Emergency Response Branch, Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Atlanta, GA 30341, USA
| | - Christopher O Miles
- Biotoxin Metrology, National Research Council Canada, 1411 Oxford Street, Halifax, NS, B3H 3Z1, Canada; Chemistry and Toxinology Research Group, Norwegian Veterinary Institute, Elizabeth Stephansens vei 1, 1433 Ås, Norway
| | - Logan C Krajewski
- Emergency Response Branch, Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Atlanta, GA 30341, USA.
| | - Brady R Cunningham
- Emergency Response Branch, Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Atlanta, GA 30341, USA
| | - William Bragg
- Emergency Response Branch, Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Atlanta, GA 30341, USA
| | - Noelani R Boise
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA 99352, USA
| | - Kristin D Victry
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA 99352, USA
| | - David S Wunschel
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA 99352, USA
| | - Karen L Wahl
- Pacific Northwest National Laboratory, 902 Battelle Blvd, Richland, WA 99352, USA
| | - Elizabeth I Hamelin
- Emergency Response Branch, Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Atlanta, GA 30341, USA
| |
Collapse
|
14
|
Romero-Alfano I, Prats E, Ortiz Almirall X, Raldúa D, Gómez-Canela C. Analyzing the neurotoxic effects of anatoxin-a and saxitoxin in zebrafish larvae. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2024; 276:107088. [PMID: 39265222 DOI: 10.1016/j.aquatox.2024.107088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 09/05/2024] [Accepted: 09/07/2024] [Indexed: 09/14/2024]
Abstract
Global warming due to climate change, as well as freshwater eutrophication caused by anthropogenic activities are responsible, among other factors, for an increasing occurrence of harmful algal blooms (HABs) in aquatic systems. These can lead to the generation of cyanotoxins, secondary metabolites coming from cyanobacteria, producing adverse effects in living organisms including death. This research aims to study the effects that two neurotoxins, anatoxin-a (ATX-a) and saxitoxin (STX), have on living organisms. Once the stability of both compounds in water was determined for a 24 h period using ultra-high-performance liquid chromatography coupled to a triple quadrupole mass spectrometer (UPLC-MS/MS), zebrafish larvae were exposed to different levels of toxins (1 ng L-1, 10 ng L-1, 100 ng L-1 and 1 μg L-1) during 24 h. Behavioral studies including vibrational startle response (VSR), habituation to vibrational stimuli, basal locomotor activity (BLM) and visual motor response (VMR) were performed using Danio Vision system, and neurotransmitters (NTs) from 15-head pools of control and exposed zebrafish larvae were extracted and analyzed by UPLC-MS/MS. Both compounds induced hypolocomotion in the individuals, while 10 and 100 ng L-1 of ATX-a significantly increased methionine (120 % and 126 %, respectively) and glutamate levels (118 % and 129 %, respectively). Saxitoxin enhanced 3-metoxytyramine (3-MT) levels at 1 ng L-1 by 185 %. The findings of this study show that both studied cyanotoxins influence the behavior of zebrafish larvae as well as their metabolism.
Collapse
Affiliation(s)
- Irene Romero-Alfano
- Department of Analytical and Applied Chemistry, School of Engineering, Institut Químic de Sarrià-Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
| | - Eva Prats
- Research and Development Center, CID-CSIC, Jordi Girona 18, 08034 Barcelona, Spain
| | - Xavier Ortiz Almirall
- Department of Analytical and Applied Chemistry, School of Engineering, Institut Químic de Sarrià-Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
| | - Demetrio Raldúa
- Institute for Environmental Assessment and Water Research (IDAEA-CSIC), Jordi Girona 18, 08034 Barcelona, Spain
| | - Cristian Gómez-Canela
- Department of Analytical and Applied Chemistry, School of Engineering, Institut Químic de Sarrià-Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain.
| |
Collapse
|
15
|
Jin B, Li X, Zhang Q, Zhou W, Liu Y, Dong Z, Chen G, Liu D. Toxicity assessment of microcystin-leucine arginine in planarian Dugesia japonica. Integr Zool 2024; 19:1135-1150. [PMID: 37849408 DOI: 10.1111/1749-4877.12780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
Microcystin-leucine arginine (MC-LR), a representative cyanobacterial toxin, poses an increasing and serious threat to aquatic ecosystems. Despite investigating its toxic effects in various organisms and cells, the toxicity to tissue regeneration and stem cells in vivo still needs to be explored. Planarians are ideal regeneration and toxicology research models and have profound implications in ecotoxicology evaluation. This study conducted a systemic toxicity evaluation of MC-LR, including morphological changes, growth, regeneration, and the underlying cellular and molecular changes after MC-LR exposure, which were investigated in planarians. The results showed that exposure to MC-LR led to time- and dose-dependent lethal morphological changes, tissue damage, degrowth, and delayed regeneration in planarians. Furthermore, MC-LR exposure disturbed the activities of antioxidants, including total superoxide dismutase, catalase, glutathione peroxidase, glutathione S-transferase, and total antioxidant capacity, leading to oxidative stress and DNA damage, and then reduced the number of dividing neoblasts and promoted apoptosis. The results demonstrated that oxidative stress and DNA damage induced by MC-LR exposure caused apoptosis. Excessive apoptosis and suppressed neoblast activity led to severe homeostasis imbalance. This study explores the underlying mechanism of MC-LR toxicity in planarians and provides a basis for the toxicity assessment of MC-LR to aquatic organisms and ecological risk evaluation.
Collapse
Affiliation(s)
- Baijie Jin
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Xiangjun Li
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Qingling Zhang
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Wen Zhou
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Yingyu Liu
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Zimei Dong
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Guangwen Chen
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Dezeng Liu
- College of Life Science, Henan Normal University, Xinxiang, Henan, China
| |
Collapse
|
16
|
Sallandt LL, Wolf CA, Schuster S, Enke H, Enke D, Wolber G, Niedermeyer THJ. Derivatization of Microcystins Can Increase Target Inhibition while Reducing Cellular Uptake. JOURNAL OF NATURAL PRODUCTS 2024. [PMID: 39427253 DOI: 10.1021/acs.jnatprod.4c00688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2024]
Abstract
Microcystins, a large family of nonribosomal cyclic heptapeptides known for their hepatotoxicity, are among the best-studied cyanobacterial toxins. Recently, they have been discussed as leads for the development of anticancer drug substances. Their main mode-of-action is inhibition of the eukaryotic serine/threonine protein phosphatases 1 and 2A. Unlike many cytotoxins that can cross cell membranes by passive diffusion, microcystins depend on active uptake via organic anion transporting polypeptides 1B1 or 1B3. Both phosphatase inhibition and transportability strongly depend on the structure of the individual microcystin. Here, we present how chemical modification of positions 2 and 4 of the microcystin core structure can alter these two properties. Aiming to reduce transportability and increase phosphatase inhibition, we used pharmacophore modeling to investigate the phosphatase inhibition potential of microcystins derivatized with small molecules containing a variety of functional groups. The respective derivatives were synthesized using click chemistry. We discovered that some derivatized microcystins can address a yet undescribed subpocket of the protein phosphatase 1. The derivatized microcystins were tested for phosphatase 1 inhibition and cytotoxicity on transporter-expressing cell lines, revealing that target inhibition and transportability of microcystins can independently be influenced by the physicochemical properties, especially of the residue located in position 2 of the microcystin. Derivatization with small acids or amino acids resulted in microcystins with a favorable ratio of inhibition to transportability, making these derivatives potentially suitable for drug development.
Collapse
Affiliation(s)
- Laura L Sallandt
- Department of Pharmaceutical Biology, Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | - Clemens A Wolf
- Department of Pharmaceutical Chemistry (Molecular Drug Design), Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | | | - Heike Enke
- Simris Biologics GmbH, 12489 Berlin, Germany
| | - Dan Enke
- Simris Biologics GmbH, 12489 Berlin, Germany
| | - Gerhard Wolber
- Department of Pharmaceutical Chemistry (Molecular Drug Design), Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | - Timo H J Niedermeyer
- Department of Pharmaceutical Biology, Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| |
Collapse
|
17
|
Chávez-Luzanía RA, Ortega-Urquieta ME, Aguilera-Ibarra J, Morales-Sandoval PH, Hernández-Coss JA, González-Vázquez LA, Jara-Morales VB, Arredondo-Márquez SH, Olea-Félix MJ, de los Santos-Villalobos S. Transdisciplinary approaches for the study of cyanobacteria and cyanotoxins. CURRENT RESEARCH IN MICROBIAL SCIENCES 2024; 7:100289. [PMID: 39469049 PMCID: PMC11513502 DOI: 10.1016/j.crmicr.2024.100289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2024] Open
Abstract
Cyanobacteria, ancient aerobic and photoautotrophic prokaryotes, thrive in diverse ecosystems due to their extensive morphological and physiological adaptations. They play crucial roles in aquatic ecosystems as primary producers and resource providers but also pose significant ecological and health risks through blooms that produce harmful toxins, called cyanotoxins. The taxonomic affiliation of cyanobacteria has evolved from morphology-based methods to genomic analysis, which offers detailed structural and physiological insights that are essential for accurate taxonomic affiliation and monitoring. However, challenges posed by uncultured species have been extrapolated to the detection and quantification of cyanotoxins. Current advances in molecular biology and informatics improve the precision of monitoring and allow the analysis of groups of genes related to toxin production, providing crucial information for environmental biosafety and public health. Unfortunately, public genomic databases heavily underrepresent cyanobacteria, which limits the understanding of their diversity and metabolic capabilities. Despite the increasing availability of cyanobacterial genome sequences, research is still largely focused on a few model strains, narrowing the scope of genetic and metabolic studies. The challenges posed by cyanobacterial blooms and cyanotoxins necessitate improved molecular, cultivation, and polyphasic techniques for comprehensive classification and quantification, highlighting the need for advanced genomic approaches to better understand and manage cyanobacteria and toxins. This review explores the application of transdisciplinary approaches for the study of cyanobacteria and cyanotoxins focused on diversity analysis, population quantification, and cyanotoxin monitoring, emphasizing their genomic resources and their potential in the genomic mining of toxin-related genes.
Collapse
Affiliation(s)
- Roel Alejandro Chávez-Luzanía
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - María Edith Ortega-Urquieta
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - Jaquelyn Aguilera-Ibarra
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - Pamela Helué Morales-Sandoval
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - José Antonio Hernández-Coss
- Universidad Autónoma de Occidente, Blvd. Macario Gaxiola y Carretera internacional, México 15, C.P.81223, Los Mochis, Sinaloa, Mexico
| | - Luis Alberto González-Vázquez
- Universidad Autónoma de Sinaloa, Blvd. Miguel Tamayo Espinosa de los Monteros, C.P. 80050, Col. Desarrollo Urbano Tres Ríos, Culiacán, Sinaloa, Mexico
| | - Vielka Berenice Jara-Morales
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - Sergio Hiram Arredondo-Márquez
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - Marie Jennifer Olea-Félix
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| | - Sergio de los Santos-Villalobos
- Laboratorio de Biotecnología del Recurso Microbiano, Instituto Tecnológico de Sonora, 5 de febrero 818 Sur, C.P.85000, Col. Centro, Ciudad Obregón, Sonora, Mexico
| |
Collapse
|
18
|
Médice RV, Arruda RS, Yoon J, Borges RM, Noyma NP, Lürling M, Crnkovic CM, Marinho MM, Pinto E. Unlocking Biological Activity and Metabolomics Insights: Primary Screening of Cyanobacterial Biomass from a Tropical Reservoir. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2024; 43:2222-2231. [PMID: 39110011 DOI: 10.1002/etc.5962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/20/2024] [Accepted: 07/02/2024] [Indexed: 09/25/2024]
Abstract
Cyanobacterial harmful algal blooms can pose risks to ecosystems and human health worldwide due to their capacity to produce natural toxins. The potential dangers associated with numerous metabolites produced by cyanobacteria remain unknown. Only select classes of cyanopeptides have been extensively studied with the aim of yielding substantial evidence regarding their toxicity, resulting in their inclusion in risk management and water quality regulations. Information about exposure concentrations, co-occurrence, and toxic impacts of several cyanopeptides remains largely unexplored. We used liquid chromatography-mass spectrometry (LC-MS)-based metabolomic methods associated with chemometric tools (NP Analyst and Data Fusion-based Discovery), as well as an acute toxicity essay, in an innovative approach to evaluate the association of spectral signatures and biological activity from natural cyanobacterial biomass collected in a eutrophic reservoir in southeastern Brazil. Four classes of cyanopeptides were revealed through metabolomics: microcystins, microginins, aeruginosins, and cyanopeptolins. The bioinformatics tools showed high bioactivity correlation scores for compounds of the cyanopeptolin class (0.54), in addition to microcystins (0.54-0.58). These results emphasize the pressing need for a comprehensive evaluation of the (eco)toxicological risks associated with different cyanopeptides, considering their potential for exposure. Our study also demonstrated that the combined use of LC-MS/MS-based metabolomics and chemometric techniques for ecotoxicological research can offer a time-efficient strategy for mapping compounds with potential toxicological risk. Environ Toxicol Chem 2024;43:2222-2231. © 2024 SETAC.
Collapse
Affiliation(s)
- Rhuana Valdetário Médice
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Renan Silva Arruda
- Department of Plant Biology, Rio de Janeiro State University, Rio de Janeiro, RJ, Brazil
| | - Jaewon Yoon
- Department of Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Ricardo Moreira Borges
- Walter Mors Natural Product Research Institute, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Natália Pessoa Noyma
- Department of Plant Biology, Rio de Janeiro State University, Rio de Janeiro, RJ, Brazil
| | - Miquel Lürling
- Department of Environmental Sciences, Wageningen University, Wageningen, The Netherlands
| | - Camila Manoel Crnkovic
- Department of Pharmaceutical Technology, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Marcelo Manzi Marinho
- Department of Plant Biology, Rio de Janeiro State University, Rio de Janeiro, RJ, Brazil
| | - Ernani Pinto
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, SP, Brazil
| |
Collapse
|
19
|
Toporowska M, Żebracki K, Mazur A, Mazur-Marzec H, Šulčius S, Alzbutas G, Lukashevich V, Dziga D, Mieczan T. Biodegradation of microcystins by microbiota of duckweed Spirodelapolyrhiza. CHEMOSPHERE 2024; 366:143436. [PMID: 39349071 DOI: 10.1016/j.chemosphere.2024.143436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 09/20/2024] [Accepted: 09/27/2024] [Indexed: 10/02/2024]
Abstract
Cyanobacteria-produced allelochemicals, including hepatotoxic microcystins (MCs), exert an inhibitory effect on macrophyte growth. However, the role of macrophyte-associated bacteria and algae (macrophyte microbiota) in mitigating these immediate negative effects of cyanotoxins remains poorly understood. In this paper, we analyzed the biodegradation of microcystin-RR, MC-LR, and MC-LF by microbiota of the macrophyte Spirodela polyrhiza. The biodegradation of two MC variants was observed and LC-MS/MS analysis allowed identifying the degradation products of MC-RR (m/z 1011, 984, 969, 877, 862, 820, and 615) and MC-LR (m/z 968 and 953), including eight previously unreported products. No degradation products of MC-LF were detected, suggesting its stability and resistance under experimental conditions. NGS-based profiling of microbial consortia revealed no major differences in bacterial community composition across experimental treatments. Taxa previously reported as capable of MC degradation have been found in S. polyrhiza microbiota. Furthermore, the presence of genes encoding putative microcystinase homologues and the formation of new linear intermediates suggest a biochemical pathway that is similar, but not identical to previously reported. The ability of aquatic plant microbiota to biodegrade MCs holds environmental significance, and further studies in this field are required.
Collapse
Affiliation(s)
- Magdalena Toporowska
- Department of Hydrobiology and Protection of Ecosystems, University of Life Sciences in Lublin, Dobrzańskiego 37, 20-262 Lublin, Poland.
| | - Kamil Żebracki
- Department of Genetics and Microbiology, University of Maria Curie-Skłodowska, Akademicka 19, 20-033, Lublin, Poland.
| | - Andrzej Mazur
- Department of Genetics and Microbiology, University of Maria Curie-Skłodowska, Akademicka 19, 20-033, Lublin, Poland.
| | - Hanna Mazur-Marzec
- Department of Marine Biology and Biotechnology, University of Gdańsk, Al. Marszałka Piłsudskiego 46, 81-378 Gdynia, Poland.
| | - Sigitas Šulčius
- Laboratory of Algology and Microbial Ecology, Nature Research Centre, Akademijos Str. 2, LT-08412 Vilnius, Lithuania; Department of Bioinformatics, Nature Research Centre, Akademijos Str. 2, LT-08412 Vilnius, Lithuania.
| | - Gediminas Alzbutas
- Department of Bioinformatics, Nature Research Centre, Akademijos Str. 2, LT-08412 Vilnius, Lithuania.
| | - Valiantsin Lukashevich
- Laboratory of Algology and Microbial Ecology, Nature Research Centre, Akademijos Str. 2, LT-08412 Vilnius, Lithuania.
| | - Dariusz Dziga
- Laboratory of Metabolomics, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Gronostajowa 7, 30-387 Krakow, Poland.
| | - Tomasz Mieczan
- Department of Hydrobiology and Protection of Ecosystems, University of Life Sciences in Lublin, Dobrzańskiego 37, 20-262 Lublin, Poland.
| |
Collapse
|
20
|
Wang X, Wullschleger S, Jones M, Reyes M, Bossart R, Pomati F, Janssen EML. Tracking Extensive Portfolio of Cyanotoxins in Five-Year Lake Survey and Identifying Indicator Metabolites of Cyanobacterial Taxa. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:16560-16569. [PMID: 39214609 PMCID: PMC11411708 DOI: 10.1021/acs.est.4c04813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Cyanobacterial blooms require monitoring, as they pose a threat to ecosystems and human health, especially by the release of toxins. Along with widely reported microcystins, cyanobacteria coproduce other bioactive metabolites; however, information about their dynamics in surface waters is sparse. We investigated dynamics across full bloom successions throughout a five-year lake monitoring campaign (Greifensee, Switzerland) spanning 150 sampling dates. We conducted extensive suspect screening of cyanobacterial metabolites using the database CyanoMetDB. Across all 850 samples, 35 metabolites regularly co-occurred. Microcystins were present in 70% of samples, with [d-Asp3,(E)-Dhb7]MC-RR reaching concentrations of 70 ng/L. Anabaenopeptins, meanwhile, were detected in 95% of all samples with concentrations of Oscillamide Y up to 100-fold higher than microcystins. Based on LC-MS response and frequency, we identified indicator metabolites exclusively produced by one of three cyanobacteria isolated from the lake, these being [d-Asp3,(E)-Dhb7]MC-RR from Planktothrix sp. G2020, Microginin 761B from Microcystis sp. G2011, and Ferintoic acid B from Microcystis sp. G2020. These indicators showed distinct temporal trends and peaking seasons that reflect the variance in either the abundance of the producing cyanobacteria or their toxin production dynamics. Our approach demonstrates that selecting high LC-MS response and frequent and species-specific indicator metabolites can be advantageous for cyanobacterial monitoring.
Collapse
Affiliation(s)
- Xuejian Wang
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| | - Simon Wullschleger
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| | - Martin Jones
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
| | - Marta Reyes
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| | - Raphael Bossart
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| | - Francesco Pomati
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| | - Elisabeth M-L Janssen
- Swiss Federal Institute of Aquatic Science and Technology (EAWAG), Dübendorf 8600, Switzerland
| |
Collapse
|
21
|
Zorrilla JG, Siciliano A, Petraretti M, Saviano L, Spampinato M, Cimmino A, Guida M, Pollio A, Bravi S, Masi M. Ecotoxicological assessment of cyclic peptides produced by a Planktothrix rubescens bloom: Impact on aquatic model organisms. ENVIRONMENTAL RESEARCH 2024; 257:119394. [PMID: 38866313 DOI: 10.1016/j.envres.2024.119394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 06/06/2024] [Accepted: 06/08/2024] [Indexed: 06/14/2024]
Abstract
Cyanobacterial blooms, a natural phenomenon in freshwater ecosystems, have increased in frequency and severity due to climate change and eutrophication. Some cyanobacteria are able to produce harmful substances called cyanotoxins. These metabolites possess different chemical structures and action mechanisms representing a serious concern for human health and the environment. The most studied cyanotoxins belong to the group of microcystins which are potent hepatotoxins. Anabaenopeptins are another class of cyclic peptides produced by certain species of cyanobacteria, including Planktothrix spp. Despite limited knowledge regarding individual effects of anabaenopeptins on freshwater organisms, reports have identified in vivo toxicity in representatives of freshwater zooplankton by cyanobacterial extracts or mixtures containing anabaenopeptins. This study focused on the isolation and toxicity evaluation of the cyanotoxins produced in the 2022 Planktothrix rubescens bloom in Averno lake, Italy. The three main cyclic peptides have been isolated and identified by nuclear magnetic resonance (NMR) spectroscopy, mass spectrometry (MS) and optical analyses as anabaenopeptins A and B, and oscillamide Y. Ecotoxicological tests on the aquatic model organisms Daphnia magna (crustacean), Raphidocelis subcapitata (algae), and Aliivibrio fischeri (bacterium) revealed that anabaenopeptins A and B do not generate significant toxicity at environmentally relevant concentrations, being also found a stimulatory effect on R. subcapitata in the case of anabaenopeptin A. By contrast, oscillamide Y displayed toxicity. Ecological implications based on ECOSAR predictions align with experimental data. Moreover, long-term exposure bioassays on different green unicellular algae species showed that R. subcapitata was not significantly affected, while Scenedesmus obliquus and Chlorella vulgaris exhibited altered growth patterns. These results, together with the already-known background in literature, highlight the complexity of interactions between organisms and the tested compounds, which may be influenced by species-specific sensitivities, physiological differences, and modes of action, possibly affected by parameters like lipophilicity.
Collapse
Affiliation(s)
- Jesús G Zorrilla
- Department of Chemical Sciences, University of Naples Federico II, Complesso Universitario Monte S. Angelo, Via Cintia, 80126, Naples, Italy; Allelopathy Group, Department of Organic Chemistry, Facultad de Ciencias, Institute of Biomolecules (INBIO), University of Cadiz, C/Avenida República Saharaui, s/n, 11510, Puerto Real, Spain.
| | - Antonietta Siciliano
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Mariagioia Petraretti
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Lorenzo Saviano
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Marisa Spampinato
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Alessio Cimmino
- Department of Chemical Sciences, University of Naples Federico II, Complesso Universitario Monte S. Angelo, Via Cintia, 80126, Naples, Italy.
| | - Marco Guida
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Antonino Pollio
- Department of Biology, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Sergio Bravi
- Department of Earth, Environmental and Resources Sciences, University of Naples Federico II, Complesso Universitario Monte Sant'Angelo, Via Cintia 4, 80126, Naples, Italy.
| | - Marco Masi
- Department of Chemical Sciences, University of Naples Federico II, Complesso Universitario Monte S. Angelo, Via Cintia, 80126, Naples, Italy.
| |
Collapse
|
22
|
Luz R, Cordeiro R, Gonçalves V, Vasconcelos V, Urbatzka R. Screening of Lipid-Reducing Activity and Cytotoxicity of the Exometabolome from Cyanobacteria. Mar Drugs 2024; 22:412. [PMID: 39330293 PMCID: PMC11433081 DOI: 10.3390/md22090412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/03/2024] [Accepted: 09/06/2024] [Indexed: 09/28/2024] Open
Abstract
Cyanobacteria are rich producers of secondary metabolites, excreting some of these to the culture media. However, the exometabolome of cyanobacteria has been poorly studied, and few studies have dwelled on its characterization and bioactivity assessment. In this work, exometabolomes of 56 cyanobacterial strains were characterized by HR-ESI-LC-MS/MS. Cytotoxicity was assessed on two carcinoma cell lines, HepG2 and HCT116, while the reduction in lipids was tested in zebrafish larvae and in a steatosis model with fatty acid-overloaded human liver cells. The exometabolome analysis using GNPS revealed many complex clusters of unique compounds in several strains, with no identifications in public databases. Three strains reduced viability in HCT116 cells, namely Tolypotrichaceae BACA0428 (30.45%), Aphanizomenonaceae BACA0025 (40.84%), and Microchaetaceae BACA0110 (46.61%). Lipid reduction in zebrafish larvae was only observed by exposure to Dulcicalothrix sp. BACA0344 (60%). The feature-based molecular network shows that this bioactivity was highly correlated with two flavanones, a compound class described in the literature to have lipid reduction activity. The exometabolome characterization of cyanobacteria strains revealed a high chemodiversity, which supports it as a source for novel bioactive compounds, despite most of the time being overlooked.
Collapse
Affiliation(s)
- Rúben Luz
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, BIOPOLIS Program in Genomics, Biodiversity and Land Planning; UNESCO Chair-Land Within Sea: Biodiversity & Sustainability in Atlantic Islands, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
| | - Rita Cordeiro
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, BIOPOLIS Program in Genomics, Biodiversity and Land Planning; UNESCO Chair-Land Within Sea: Biodiversity & Sustainability in Atlantic Islands, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
| | - Vítor Gonçalves
- Faculdade de Ciências e Tecnologia, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, BIOPOLIS Program in Genomics, Biodiversity and Land Planning; UNESCO Chair-Land Within Sea: Biodiversity & Sustainability in Atlantic Islands, Universidade dos Açores, 9500-321 Ponta Delgada, Portugal
| | - Vitor Vasconcelos
- Interdisciplinary Centre of Marine and Environmental Research-CIIMAR/CIMAR, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
- Department of Biology, Faculty of Sciences, University of Porto, 4069-007 Porto, Portugal
| | - Ralph Urbatzka
- Interdisciplinary Centre of Marine and Environmental Research-CIIMAR/CIMAR, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
| |
Collapse
|
23
|
Simonazzi M, Miglione A, Tartaglione L, Varra M, DellAversano C, Guerrini F, Pistocchi R, Pezzolesi L. Untargeted LC-HRMS applied to microcystin-producing cyanobacterial cultures for the evaluation of the efficiency of chlorine-based treatments commonly used for water potabilization. CHEMOSPHERE 2024; 364:142976. [PMID: 39094701 DOI: 10.1016/j.chemosphere.2024.142976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 07/17/2024] [Accepted: 07/28/2024] [Indexed: 08/04/2024]
Abstract
Cyanobacteria in water supplies are considered an emerging threat, as some species produce toxic metabolites, cyanotoxins, of which the most widespread and well-studied are microcystins. Consumption of contaminated water is a common exposure route to cyanotoxins, making the study of cyanobacteria in drinking waters a priority to protect public health. In drinking water treatment plants, pre-oxidation with chlorinated compounds is widely employed to inhibit cyanobacterial growth, although concerns on its efficacy in reducing cyanotoxin content exists. Additionally, the effects of chlorination on abundant but less-studied cyanometabolites (e.g. cyanopeptolins whose toxicity is still unclear) remain poorly investigated. Here, two chlorinated oxidants, sodium hypochlorite (NaClO) and chlorine dioxide (ClO2), were tested on the toxic cyanobacterium Microcystis aeruginosa, evaluating their effect on cell viability, toxin profile and content. Intra- and extracellular microcystins and other cyanometabolites, including their degradation products, were identified using an untargeted LC-HRMS approach. Both oxidants were able to inactivate M. aeruginosa cells at a low dose (0.5 mg L-1), and greatly reduced intracellular toxins content (>90%), regardless of the treatment time (1-3 h). Conversely, a two-fold increase of extracellular toxins after NaClO treatment emerged, suggesting a cellular damage. A novel metabolite named cyanopeptolin-type peptide-1029, was identified based on LC-HRMSn (n = 2, 3) evidence, and it was differently affected by the two oxidants. NaClO led to increase its extracellular concentration from 2 to 80-100 μg L-1, and ClO2 induced the formation of its oxidized derivative, cyanopeptolin-type peptide-1045. In conclusion, pre-oxidation treatments of raw water contaminated by toxic cyanobacteria may lead to increased cyanotoxin concentrations in drinking water and, depending on the chemical agent, its dose and treatment duration, also of oxidized metabolites. Since the effects of such metabolites on human health remain unknown, this issue should be handled with extreme caution by water security agencies involved in drinking water management.
Collapse
Affiliation(s)
- Mara Simonazzi
- Department of Biological, Geological and Environmental Sciences (BiGeA), University of Bologna, Via Sant'Alberto 163, 48123, Ravenna, Italy; NBFC, National Biodiversity Future Center, Palermo, 90133, Italy.
| | - Antonella Miglione
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano 49, 80131, Naples, Italy
| | - Luciana Tartaglione
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano 49, 80131, Naples, Italy.
| | - Michela Varra
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano 49, 80131, Naples, Italy
| | - Carmela DellAversano
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano 49, 80131, Naples, Italy; NBFC, National Biodiversity Future Center, Palermo, 90133, Italy
| | - Franca Guerrini
- Department of Biological, Geological and Environmental Sciences (BiGeA), University of Bologna, Via Sant'Alberto 163, 48123, Ravenna, Italy
| | - Rossella Pistocchi
- Department of Biological, Geological and Environmental Sciences (BiGeA), University of Bologna, Via Sant'Alberto 163, 48123, Ravenna, Italy
| | - Laura Pezzolesi
- Department of Biological, Geological and Environmental Sciences (BiGeA), University of Bologna, Via Sant'Alberto 163, 48123, Ravenna, Italy; NBFC, National Biodiversity Future Center, Palermo, 90133, Italy
| |
Collapse
|
24
|
Das B, Prusty A, Dutta S, Maulik A, Dahat Y, Kumar D, Tripathy S. Exploring the uncharted seas: Metabolite profiling unleashes the anticancer properties of Oscillatoria salina. Heliyon 2024; 10:e36048. [PMID: 39224332 PMCID: PMC11367535 DOI: 10.1016/j.heliyon.2024.e36048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 08/07/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024] Open
Abstract
Marine cyanobacteria offer a rich source of varied natural products with both chemical and biological diversity. Oscillatoria salina (O. salina) is a filamentous non-heterocystous marine cyanobacterium from Oscillatoriaceae family. In this investigation, we have unveiled bioactive extracts from O. salina using two distinct solvent systems, revealing significant anticancer properties. Our assessment of the organic and aqueous extracts (MCE and AE) of O. salina demonstrated pronounced antiproliferative and antimetastatic effects. Notably, this study is the first to elucidate the anticancer and anti-metastatic potential of O. salina extracts in both 2D and 3D cell culture models. Both MCE and AE induced apoptosis, hindered cell proliferation, invasion, and migration in A549 non-small cell lung cancer cells, accompanied by alterations in cell morphology and cytoskeleton collapse. Moreover, MCE and AE induced spheroid disintegration in A549 cells. Transcriptomics analysis highlighted the significant involvement of Rap1 and p53 signaling pathways in mediating the observed antitumor effects. Mass spectroscopy characterization of these extracts identified 11 compounds, some known for their anticancer potential. HPLC analysis of AE revealed six peaks with UV absorption spectra resembling phycocyanin, a cyanobacterial pigment with well-known anticancer activity. Collectively, these findings underscore the anticancer potential of MCE and AE, containing bioactive metabolites with anticancer and antimetastatic properties.
Collapse
Affiliation(s)
- Bornita Das
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Asharani Prusty
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Subhajeet Dutta
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Aditi Maulik
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Yogita Dahat
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
- Organic and Medicinal Chemistry Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Deepak Kumar
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
- Organic and Medicinal Chemistry Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Sucheta Tripathy
- Computational Genomics Lab, Structural Biology and Bioinformatics Division, CSIR Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Kolkata, 700032, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| |
Collapse
|
25
|
Grabski M, Gawor J, Cegłowska M, Gromadka R, Mazur-Marzec H, Węgrzyn G. Genome Mining of Pseudanabaena galeata CCNP1313 Indicates a New Scope in the Search for Antiproliferative and Antiviral Agents. Microorganisms 2024; 12:1628. [PMID: 39203471 PMCID: PMC11356792 DOI: 10.3390/microorganisms12081628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 08/07/2024] [Accepted: 08/08/2024] [Indexed: 09/03/2024] Open
Abstract
Compounds derived from natural sources pave the way for novel drug development. Cyanobacteria is an ubiquitous phylum found in various habitats. The fitness of those microorganisms, within different biotopes, is partially dependent on secondary metabolite production. Their enhanced production under biotic/abiotic stress factors accounts for better survival rates of cells, and thereby cyanobacteria are as an enticing source of bioactive compounds. Previous studies have shown the potent activity of extracts and fractions from Pseudanabaena galeata (Böcher 1949) strain CCNP1313 against cancer cells and viruses. However, active agents remain unknown, as the selected peptides had no effect on the tested cell lines. Here, we present a bottom-up approach, pinpointing key structures involved in secondary metabolite production. Consisting of six replicons, a complete genome sequence of P. galeata strain CCNP1313 was found to carry genes for non-ribosomal peptide/polyketide synthetases embedded within chromosome spans (4.9 Mbp) and for a ribosomally synthesized peptide located on one of the plasmids (0.2 Mbp). Elucidation of metabolite synthesis pathways led to prediction of their structure. While none of the synthesis-predicted products were found in mass spectrometry analysis, unexplored synthetases are characterized by structural similarities to those producing potent bioactive compounds.
Collapse
Affiliation(s)
- Michał Grabski
- Department of Molecular Biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland;
- Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, 81-712 Sopot, Poland;
- International Centre for Cancer Vaccine Science, University of Gdansk, Kładki 24, 80-822 Gdańsk, Poland
| | - Jan Gawor
- DNA Sequencing and Synthesis Facility, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, 02-106 Warsaw, Poland; (J.G.); (R.G.)
| | - Marta Cegłowska
- Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, 81-712 Sopot, Poland;
| | - Robert Gromadka
- DNA Sequencing and Synthesis Facility, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, 02-106 Warsaw, Poland; (J.G.); (R.G.)
| | - Hanna Mazur-Marzec
- Department of Marine Biology and Biotechnology, University of Gdansk, Piłsudskiego 46, 81-378 Gdynia, Poland;
| | - Grzegorz Węgrzyn
- Department of Molecular Biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland;
| |
Collapse
|
26
|
Chen Y, Jiang Y, He Z, Gao J, Li R, Yu G. First report of PST-producing Microseira wollei from China reveals its novel toxin profile. HARMFUL ALGAE 2024; 137:102655. [PMID: 39003021 DOI: 10.1016/j.hal.2024.102655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 04/26/2024] [Accepted: 05/21/2024] [Indexed: 07/15/2024]
Abstract
Microseira wollei, a globally distributed freshwater bloom-forming benthic cyanobacterium, is known for its production of cyanotoxins and taste and odor (T&O). While CYN (Cylindrospermopsin)-producing populations of M. wollei are confined to Australia, PST (Paralytic shellfish toxins)-producing populations have been exclusively documented in North America. In this study, four benthic cyanobacterial strains, isolated from West Lake in China, were identified as M. wollei based on morphological and phylogenetic analyses. Detection of sxtA gene and UPLC-MS/MS analysis conclusively confirmed the PST-producing capability of M. wollei CHAB5998. In the phylogenetic tree of 16S rDNA, M. wollei strains formed a monophyletic group with two subclades. Notably, non-PST-producing Chinese strains clustered with Australian strains in Clade II, while all other strains, including PST-producing ones, clustered in Clade I. Additionally, CHAB5998 contains ten PST variants, of which STX, NEO, GTX2, GTX3, GTX5 and C1 were identified for the first time in M. wollei. Sequence analysis of PST biosynthetic gene cluster (sxt) genes indicated potential base variations, gene rearrangements, insertions, and deletions in the strain CHAB5998. Also, sxt gene has a longer evolutionary history in M. wollei than that in cyanobacteria from Nostocales. Multiple recombination breakpoints detected in sxt genes and the inconsistency in the topology of the phylogenetic trees between sxt and 16S rDNA suggested that multiple horizontal gene transfers (HGT) have occurred. Overall, the present study marks the first documented occurrence of PST-producing M. wollei outside of North America and identifies it as the first toxic freshwater benthic cyanobacterium in China. This revelation implies that benthic cyanobacteria may pose a higher environmental risk in China than previously acknowledged.
Collapse
Affiliation(s)
- Youxin Chen
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, 430072, China
| | - Yongguang Jiang
- Department of Biological Sciences and Technology, School of Environmental Studies, China University of Geosciences, Wuhan, 430074, China
| | - Zhongshi He
- Institute of Marine and Environmental Technology, University of Maryland Center for Environmental Science, Baltimore, MD, 21202, USA
| | - Jin Gao
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, 430072, China
| | - Renhui Li
- Zhejiang Provincial Key Laboratory for Subtropical Water Environment and Marine Biological Resources Protection, Wenzhou University, Wenzhou, 325035, China; National and Local Joint Engineering Research Center of Ecological Treatment Technology for Urban Water Pollution, Wenzhou, Zhejiang, 325035, China
| | - Gongliang Yu
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, 430072, China.
| |
Collapse
|
27
|
Torres MDA, Dax A, Grand I, Vom Berg C, Pinto E, Janssen EML. Lethal and behavioral effects of semi-purified microcystins, Micropeptin and apolar compounds from cyanobacteria on freshwater microcrustacean Thamnocephalus platyurus. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2024; 273:106983. [PMID: 38852545 DOI: 10.1016/j.aquatox.2024.106983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/13/2024] [Accepted: 05/30/2024] [Indexed: 06/11/2024]
Abstract
The mass proliferation of cyanobacteria, episodes known as blooms, is a concern worldwide. One of the most critical aspects during these blooms is the production of toxic secondary metabolites that are not limited to the four cyanotoxins recognized by the World Health Organization. These metabolites comprise a wide range of structurally diverse compounds that possess bioactive functions. Potential human and ecosystem health risks posed by these metabolites and co-produced mixtures remain largely unknown. We studied acute lethal and sublethal effects measured as impaired mobility on the freshwater microcrustaceans Thamnocephalus platyurus for metabolite mixtures from two cyanobacterial strains, a microcystin (MC) producer and a non-MC producer. Both cyanobacterial extracts, from the MC-producer and non-MC-producer, caused acute toxicity with LC50 (24 h) values of 0.50 and 2.55 mgdw_biomass/mL, respectively, and decreased locomotor activity. Evaluating the contribution of different cyanopeptides revealed that the Micropeptin-K139-dominated fraction from the MC-producer extract contributed significantly to mortality and locomotor impairment of the microcrustaceans, with potential mixture effect with other cyanopeptolins present in this fraction. In the non-MC-producer extract, compounds present in the apolar fraction contributed mainly to mortality, locomotor impairment, and morphological changes in the antennae of the microcrustacean. No lethal or sublethal effects were observed in the fractions dominated by other cyanopetides (Cyanopeptolin 959, Nostoginin BN741). Our findings contribute to the growing body of research indicating that cyanobacterial metabolites beyond traditional cyanotoxins cause detrimental effects. This underscores the importance of toxicological assessments of such compounds, also at sublethal levels.
Collapse
Affiliation(s)
| | - Anne Dax
- Swiss Federal Institute of Aquatic Science and Technology (Eawag), Dübendorf 8600, Switzerland
| | - Ingrid Grand
- Wasserversorgung Zürich (WVZ), Zürich 8021, Switzerland
| | - Colette Vom Berg
- Swiss Federal Institute of Aquatic Science and Technology (Eawag), Dübendorf 8600, Switzerland
| | - Ernani Pinto
- Centre for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba 13418-260, Brazil
| | - Elisabeth M-L Janssen
- Swiss Federal Institute of Aquatic Science and Technology (Eawag), Dübendorf 8600, Switzerland.
| |
Collapse
|
28
|
Yancey CE, Hart L, Hefferan S, Mohamed OG, Newmister SA, Tripathi A, Sherman DH, Dick GJ. Metabologenomics reveals strain-level genetic and chemical diversity of Microcystis secondary metabolism. mSystems 2024; 9:e0033424. [PMID: 38916306 PMCID: PMC11264947 DOI: 10.1128/msystems.00334-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/22/2024] [Indexed: 06/26/2024] Open
Abstract
Microcystis spp. are renowned for producing the hepatotoxin microcystin in freshwater cyanobacterial harmful algal blooms around the world, threatening drinking water supplies and public and environmental health. However, Microcystis genomes also harbor numerous biosynthetic gene clusters (BGCs) encoding the biosynthesis of other secondary metabolites, including many with toxic properties. Most of these BGCs are uncharacterized and currently lack links to biosynthesis products. However, recent field studies show that many of these BGCs are abundant and transcriptionally active in natural communities, suggesting potentially important yet unknown roles in bloom ecology and water quality. Here, we analyzed 21 xenic Microcystis cultures isolated from western Lake Erie to investigate the diversity of the biosynthetic potential of this genus. Through metabologenomic and in silico approaches, we show that these Microcystis strains contain variable BGCs, previously observed in natural populations, and encode distinct metabolomes across cultures. Additionally, we find that the majority of metabolites and gene clusters are uncharacterized, highlighting our limited understanding of the chemical repertoire of Microcystis spp. Due to the complex metabolomes observed in culture, which contain a wealth of diverse congeners as well as unknown metabolites, these results underscore the need to deeply explore and identify secondary metabolites produced by Microcystis beyond microcystins to assess their impacts on human and environmental health.IMPORTANCEThe genus Microcystis forms dense cyanobacterial harmful algal blooms (cyanoHABs) and can produce the toxin microcystin, which has been responsible for drinking water crises around the world. While microcystins are of great concern, Microcystis also produces an abundance of other secondary metabolites that may be of interest due to their potential for toxicity, ecological importance, or pharmaceutical applications. In this study, we combine genomic and metabolomic approaches to study the genes responsible for the biosynthesis of secondary metabolites as well as the chemical diversity of produced metabolites in Microcystis strains from the Western Lake Erie Culture Collection. This unique collection comprises Microcystis strains that were directly isolated from western Lake Erie, which experiences substantial cyanoHAB events annually and has had negative impacts on drinking water, tourism, and industry.
Collapse
Affiliation(s)
- Colleen E. Yancey
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, Michigan, USA
| | - Lauren Hart
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - Sierra Hefferan
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Departments of Medicinal Chemistry, Chemistry, Microbiology, and Immunology, University of Michigan, Ann Arbor, Michigan, USA
| | - Osama G. Mohamed
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Natural Products Discovery Core, Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Pharmacognosy Department, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Sean A. Newmister
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - Ashootosh Tripathi
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Natural Products Discovery Core, Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Pharmacognosy Department, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - David H. Sherman
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Departments of Medicinal Chemistry, Chemistry, Microbiology, and Immunology, University of Michigan, Ann Arbor, Michigan, USA
- Pharmacognosy Department, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Gregory J. Dick
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, Michigan, USA
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Cooperative Institute for Great Lakes Research (CIGLR), School for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
29
|
Avalon N, Reis MA, Thornburg CC, Williamson RT, Petras D, Aron AT, Neuhaus GF, Al-Hindy M, Mitrevska J, Ferreira L, Morais J, El Abiead Y, Glukhov E, Alexander KL, Vulpanovici FA, Bertin MJ, Whitner S, Choi H, Spengler G, Blinov K, Almohammadi AM, Shaala LA, Kew WR, Paša-Tolić L, Youssef DTA, Dorrestein PC, Vasconcelos V, Gerwick L, McPhail KL, Gerwick WH. Leptochelins A-C, Cytotoxic Metallophores Produced by Geographically Dispersed Leptothoe Strains of Marine Cyanobacteria. J Am Chem Soc 2024; 146:18626-18638. [PMID: 38918178 PMCID: PMC11240249 DOI: 10.1021/jacs.4c05399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/27/2024]
Abstract
Metals are important cofactors in the metabolic processes of cyanobacteria, including photosynthesis, cellular respiration, DNA replication, and the biosynthesis of primary and secondary metabolites. In adaptation to the marine environment, cyanobacteria use metallophores to acquire trace metals when necessary as well as to reduce potential toxicity from excessive metal concentrations. Leptochelins A-C were identified as structurally novel metallophores from three geographically dispersed cyanobacteria of the genus Leptothoe. Determination of the complex structures of these metabolites presented numerous challenges, but they were ultimately solved using integrated data from NMR, mass spectrometry and deductions from the biosynthetic gene cluster. The leptochelins are comprised of halogenated linear NRPS-PKS hybrid products with multiple heterocycles that have potential for hexadentate and tetradentate coordination with metal ions. The genomes of the three leptochelin producers were sequenced, and retrobiosynthetic analysis revealed one candidate biosynthetic gene cluster (BGC) consistent with the structure of leptochelin. The putative BGC is highly homologous in all three Leptothoe strains, and all possess genetic signatures associated with metallophores. Postcolumn infusion of metals using an LC-MS metabolomics workflow performed with leptochelins A and B revealed promiscuous binding of iron, copper, cobalt, and zinc, with greatest preference for copper. Iron depletion and copper toxicity experiments support the hypothesis that leptochelin metallophores may play key ecological roles in iron acquisition and in copper detoxification. In addition, the leptochelins possess significant cytotoxicity against several cancer cell lines.
Collapse
Affiliation(s)
- Nicole
E. Avalon
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Mariana A. Reis
- CIIMAR/CIMAR,
Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos 4450-208, Portugal
| | | | - R. Thomas Williamson
- Department
of Chemistry and Biochemistry, University
of North Carolina Wilmington, Wilmington, North Carolina 28403, United States
| | - Daniel Petras
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, United States
- Department
of Biochemistry, University of California
Riverside, Riverside, California 92507, United States
- CMFI Cluster
of Excellence, University of Tuebingen, Tuebingen 72706, Germany
| | - Allegra T. Aron
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, United States
- Department
of Chemistry and Biochemistry, University
of Denver, Denver, Colorado 80210, United States
| | - George F. Neuhaus
- College
of Pharmacy, Oregon State University, Corvallis, Oregon 97331, United States
| | - Momen Al-Hindy
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Jana Mitrevska
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Leonor Ferreira
- CIIMAR/CIMAR,
Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos 4450-208, Portugal
| | - João Morais
- CIIMAR/CIMAR,
Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos 4450-208, Portugal
| | - Yasin El Abiead
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, United States
| | - Evgenia Glukhov
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Kelsey L. Alexander
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
- Department
of Chemistry and Biochemistry, University
of California San Diego, La Jolla, California 92093, United States
| | | | - Matthew J. Bertin
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Syrena Whitner
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Hyukjae Choi
- College
of Pharmacy, Yeungnam University, Gyeongsan, Gyeong-buk 38541, South Korea
| | - Gabriella Spengler
- Department
of Medical Microbiology, Albert Szent-Györgyi Health Center
and Albert Szent-Györgyi Medical School, University of Szeged, Szeged 6725, Hungary
| | - Kirill Blinov
- Molecule
Apps, LLC, Corvallis, Oregon 97330, United States
| | - Ameen M. Almohammadi
- Department
of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz University, Jeddah 21589, Kingdom
of Saudi Arabia
| | - Lamiaa A. Shaala
- Suez Canal
University Hospital, Suez Canal University, Ismailia 41522, Egypt
| | - William R. Kew
- Environmental
Molecular Sciences Laboratory, Pacific Northwest
National Laboratory, Richland, Washington 99354, United States
| | - Ljiljana Paša-Tolić
- Environmental
Molecular Sciences Laboratory, Pacific Northwest
National Laboratory, Richland, Washington 99354, United States
| | - Diaa T. A. Youssef
- Department
of Natural Products, Faculty of Pharmacy, King Abdulaziz University, Jeddah 21589, Kingdom
of Saudi Arabia
- Department
of Pharmacognosy, Faculty of Pharmacy, Suez
Canal University, Ismailia 41522, Egypt
| | - Pieter C. Dorrestein
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, United States
| | - Vitor Vasconcelos
- CIIMAR/CIMAR,
Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos 4450-208, Portugal
| | - Lena Gerwick
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
| | - Kerry L. McPhail
- College
of Pharmacy, Oregon State University, Corvallis, Oregon 97331, United States
| | - William H. Gerwick
- Center
for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California 92093, United States
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California 92093, United States
| |
Collapse
|
30
|
Kubyshkin V, Rubini M. Proline Analogues. Chem Rev 2024; 124:8130-8232. [PMID: 38941181 DOI: 10.1021/acs.chemrev.4c00007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2024]
Abstract
Within the canonical repertoire of the amino acid involved in protein biogenesis, proline plays a unique role as an amino acid presenting a modified backbone rather than a side-chain. Chemical structures that mimic proline but introduce changes into its specific molecular features are defined as proline analogues. This review article summarizes the existing chemical, physicochemical, and biochemical knowledge about this peculiar family of structures. We group proline analogues from the following compounds: substituted prolines, unsaturated and fused structures, ring size homologues, heterocyclic, e.g., pseudoproline, and bridged proline-resembling structures. We overview (1) the occurrence of proline analogues in nature and their chemical synthesis, (2) physicochemical properties including ring conformation and cis/trans amide isomerization, (3) use in commercial drugs such as nirmatrelvir recently approved against COVID-19, (4) peptide and protein synthesis involving proline analogues, (5) specific opportunities created in peptide engineering, and (6) cases of protein engineering with the analogues. The review aims to provide a summary to anyone interested in using proline analogues in systems ranging from specific biochemical setups to complex biological systems.
Collapse
Affiliation(s)
| | - Marina Rubini
- School of Chemistry, University College Dublin, Belfield, Dublin 4, Ireland
| |
Collapse
|
31
|
Rougé V, von Gunten U, Janssen EM. Reactivity of Cyanobacteria Metabolites with Ozone: Multicompound Competition Kinetics. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:11802-11811. [PMID: 38885118 PMCID: PMC11223487 DOI: 10.1021/acs.est.4c02242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 05/29/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024]
Abstract
Cyanobacterial blooms occur at increasing frequency and intensity, notably in freshwater. This leads to the introduction of complex mixtures of their products, i.e., cyano-metabolites, to drinking water treatment plants. To assess the fate of cyano-metabolite mixtures during ozonation, a novel multicompound ozone (O3) competition kinetics method was developed. Sixteen competitors with known second-order rate constants for their reaction with O3 ranging between 1 and 108 M-1 s-1 were applied to cover a wide range of the O3 reactivity. The apparent second-order rate constants (kapp,O3) at pH 7 were simultaneously determined for 31 cyano-metabolites. kapp,O3 for olefin- and phenol-containing cyano-metabolites were consistent with their expected reactivity (0.4-1.7 × 106 M-1 s-1) while kapp,O3 for tryptophan- and thioether-containing cyano-metabolites were significantly higher than expected (3.4-7.3 × 107 M-1 s-1). Cyano-metabolites containing these moieties are predicted to be well abated during ozonation. For cyano-metabolites containing heterocycles, kapp,O3 varied from <102 to 5.0 × 103 M-1 s-1, giving first insights into the O3 reactivity of this class of compounds. Due to lower O3 reactivities, heterocycle- and aliphatic amine-containing cyano-metabolites may be only partially degraded by a direct O3 reaction near circumneutral pH. Hydroxyl radicals, which are formed during ozonation, may be more important for their abatement. This novel multicompound kinetic method allows a high-throughput screening of ozonation kinetics.
Collapse
Affiliation(s)
- Valentin Rougé
- Eawag,
Swiss Federal Institute of Aquatic Science and Technology, 8600 Dübendorf, Switzerland
| | - Urs von Gunten
- Eawag,
Swiss Federal Institute of Aquatic Science and Technology, 8600 Dübendorf, Switzerland
- School
of Architecture, Civil and Environmental Engineering (ENAC), École Polytechnique Fédérale
de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Elisabeth M.L. Janssen
- Eawag,
Swiss Federal Institute of Aquatic Science and Technology, 8600 Dübendorf, Switzerland
| |
Collapse
|
32
|
Yang J, Zhang Z, Du X, Wang Y, Meng R, Ge K, Wu C, Liang X, Zhang H, Guo H. The effect and mechanism of combined exposure of MC-LR and NaNO 2 on liver lipid metabolism. ENVIRONMENTAL RESEARCH 2024; 252:119113. [PMID: 38729410 DOI: 10.1016/j.envres.2024.119113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/07/2024] [Accepted: 05/08/2024] [Indexed: 05/12/2024]
Abstract
Microcystin-LR (MC-LR) and sodium nitrite (NaNO2) co-exist in the environment and are hepatotoxic. The liver has the function of lipid metabolism, but the impacts and mechanisms of MC-LR and NaNO2 on liver lipid metabolism are unclear. Therefore, we established a chronic exposure model of Balb/c mice and used LO2 cells for in vitro verification to investigate the effects and mechanisms of liver lipid metabolism caused by MC-LR and NaNO2. The results showed that after 6 months of exposure to MC-LR and NaNO2, the lipid droplets content was increased, and the activities of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) were raised in the liver (P < 0.05). Moreover, MC-LR and NaNO2 synergistically induced hepatic oxidative stress by decreasing total superoxide dismutase (T-SOD) activity and glutathione (GSH) levels and increasing malondialdehyde (MDA) content levels. In addition, the levels of Nrf2, HO-1, NQO1 and P-AMPK was decreased and Keap1 was increased in the Nrf2/HO-1 pathway. The key factors of lipid metabolism, SREBP-1c, FASN and ACC, were up-regulated in the liver. More importantly, there was a combined effect on lipid deposition of MC-LR and NaNO2 co-exposure. In vitro experiments, MC-LR and NaNO2-induced lipid deposition and changes in lipid metabolism-related changes were mitigated after activation of the Nrf2/HO-1 signaling pathway by the Nrf2 activator tertiary butylhydroquinone (TBHQ). Additionally, TBHQ alleviated the rise of reactive oxygen species (ROS) in LO2 cells induced by MC-LR and NaNO2. Overall, our findings indicated that MC-LR and NaNO2 can cause abnormal liver lipid metabolism, and the combined effects were observed after MC-LR and NaNO2 co-exposure. The Nrf2/HO-1 signal pathway may be a potential target for prevention and control of liver toxicity caused by MC-LR and NaNO2.
Collapse
Affiliation(s)
- Jun Yang
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Zongxin Zhang
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Xingde Du
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Yongshui Wang
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Ruiyang Meng
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Kangfeng Ge
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Chunrui Wu
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Xiao Liang
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China
| | - Huizhen Zhang
- College of Public Health, Zhengzhou University, Zhengzhou, 450001, China.
| | - Hongxiang Guo
- College of Life Sciences, Henan Agricultural University, Zhengzhou, Henan, 450002, China.
| |
Collapse
|
33
|
O'Brien S, Alvariño R, Kennedy B, Botana LM, Thomas OP. Antioxidant micropeptins from a Microcoleus autumnalis-dominated benthic cyanobacterial mat from Western Ireland. PHYTOCHEMISTRY 2024; 223:114137. [PMID: 38734043 DOI: 10.1016/j.phytochem.2024.114137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/09/2024] [Accepted: 05/05/2024] [Indexed: 05/13/2024]
Abstract
Exploring the chemical diversity present in cyanobacterial mats increasingly frequent in fresh and marine waters is imperative for both evaluating risks associated with these diverse biofilms and their potential for biodiscovery. During a project aimed at the study of the (eco)toxicity of benthic cyanobacteria blooming in some lakes of the West of Ireland, three previously undescribed ahp-cyclodepsipeptides micropeptin LOF941 (1), micropeptin LOF925 (2) and micropeptin LOF953 (3) were isolated from the Microcoleus autumnalis-dominated benthic cyanobacterial biofilm collected from the shore of Lough O'Flynn, Co. Roscommon, Ireland. Their structures remain consistent in their amino acid sequence with the presence of an unusual methionine, and differ by their exocyclic side chains. The planar structures of the previously undescribed micropeptins were elucidated by 1D and 2D NMR and HRESIMS analyses, and their 3D configurations assessed by ROESY NMR and Marfey's analyses. The three isolated compounds showed no cytotoxic effects and all three compounds were shown to exhibit antioxidant properties, with 1 showing the highest bioactivity. Additionally, several micropeptin analogues are proposed from the methanolic fraction of the biofilm extract by UHPLC-HRESIMS/MS analysis and molecular networking. Notably, the known cyanotoxins anatoxin-a and dihydroanatoxin-a were annotated in the molecular network therefore raising issues about the toxicity of this cyanobacterial mat.
Collapse
Affiliation(s)
- Shauna O'Brien
- School of Biological and Chemical Sciences, Ryan Institute, University of Galway, H91TK33 Galway, Ireland
| | - Rebeca Alvariño
- Physiology Department, Facultad de Veterinaria, Universidad de Santiago de Compostela, Avenida Carballo Calero s/n, 27002 Lugo, Spain
| | - Bryan Kennedy
- Environmental Protection Agency, John Moore Road, F23 KT91 Castlebar, Co. Mayo, Ireland
| | - Luis M Botana
- Pharmacology Department, Facultad de Veterinaria, Universidad de Santiago de Compostela, Avenida Carballo Calero s/n, 27002 Lugo, Spain
| | - Olivier P Thomas
- School of Biological and Chemical Sciences, Ryan Institute, University of Galway, H91TK33 Galway, Ireland.
| |
Collapse
|
34
|
Campos TGV, Gama WA, Geraldes V, Yoon J, Crnkovic CM, Pinto E, Jacinavicius FR. New records on toxic cyanobacteria from Brazil: Exploring their occurrence and geography. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 931:172689. [PMID: 38692315 DOI: 10.1016/j.scitotenv.2024.172689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 04/12/2024] [Accepted: 04/20/2024] [Indexed: 05/03/2024]
Abstract
Cyanobacterial Harmful Algal Blooms (CyanoHABs) pose a significant threat to communities globally, impacting ecosystems and public health. This study provides an in-depth review of the current state of cyanotoxins and the distribution of CyanoHABs species in Brazil, while also detailing the methods used for their detection. Four hundred and twenty-one incidents were analyzed from 1993 to 2021, compiling cyanotoxin records and toxic CyanoHABs occurrences. The investigation begins with the first detection of microcystins in 1994 and highlights pivotal moments, like the 1996 "Caruaru Syndrome" outbreak. This event encouraged research and updated cyanotoxin-monitoring guidelines. The Brazilian drought period of 2015-2016 exacerbated cyanobacterial growth and saxitoxin levels, coinciding with Zika-related microcephaly. This study delves into methods used for cyanotoxin analysis, including ELISA, bioassays, HPLC, and LC-MS. Additionally, we investigated the toxicity of 37 cyanobacterial strains isolated from various Brazilian environments. Extracts were tested against Artemia salina and analyzed by LC-MS. Results revealed toxicity in extracts from 49 % of cyanobacterial strains. LC-MS results were analyzed using GNPS MS/MS molecular networking for comparing experimental spectra with those of cyanotoxin standards against in-house databases and the existing literature. Our research underscores the variability in cyanotoxin production among species and over time, extending beyond microcystins. LC-MS results, interpreted through the GNPS platform, revealed six cyanotoxin groups in Brazilian strains. Yet, compounds present in 75 % of the toxic extracts remained unidentified. Further research is crucial for fully comprehending the impact of potentially harmful organisms on water quality and public health management strategies. The study highlights the urgent need for continuously monitoring cyanobacteria and the cyanotoxin inclusion of management in public health policies.
Collapse
Affiliation(s)
- Thaíssa Giovanna Valverde Campos
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil
| | - Watson A Gama
- Federal Rural University of Pernambuco, Rua Dom Manuel de Medeiros, s/n, Dois Irmãos, CEP 52171-900, Recife, PE, Brazil
| | - Vanessa Geraldes
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil; Centre for Nuclear Energy in Agriculture, University of São Paulo, CEP 13418-260, Piracicaba, SP, Brazil
| | - Jaewon Yoon
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil
| | - Camila M Crnkovic
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil
| | - Ernani Pinto
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil; Centre for Nuclear Energy in Agriculture, University of São Paulo, CEP 13418-260, Piracicaba, SP, Brazil
| | - Fernanda Rios Jacinavicius
- University of São Paulo, School of Pharmaceutical Sciences, Avenida Prof. Lineu Prestes, 580, Butantã, CEP 05508-900 São Paulo, SP, Brazil; Centre for Nuclear Energy in Agriculture, University of São Paulo, CEP 13418-260, Piracicaba, SP, Brazil.
| |
Collapse
|
35
|
Miles CO, McCarron P, Thomas K, Al-Sinawi B, Liu T, Neilan BA. Microcystins with Modified Adda 5-Residues from a Heterologous Microcystin Expression System. ACS OMEGA 2024; 9:27618-27631. [PMID: 38947807 PMCID: PMC11209926 DOI: 10.1021/acsomega.4c03332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/17/2024] [Accepted: 05/28/2024] [Indexed: 07/02/2024]
Abstract
Microcystins are hepatotoxic cyclic heptapeptides produced by some cyanobacterial species and usually contain the unusual β-amino acid 3S-amino-9S-methoxy-2S,6,8S-trimethyl-10-phenyl-4E,6E-decadienoic acid (Adda) at position-5. The full microcystin gene cluster from Microcystis aeruginosa PCC 7806 has been expressed in Escherichia coli. In an earlier study, the engineered strain was shown to produce MC-LR and [d-Asp3]MC-LR, the main microcystins reported in cultures of M. aeruginosa PCC 7806. However, analysis of the engineered strain of E. coli using semitargeted liquid chromatography with high-resolution tandem mass spectrometry (LC-HRMS/MS) and thiol derivatization revealed the presence of 15 additional microcystin analogues, including four linear peptide variants and, in total, 12 variants with modifications to the Adda moiety. Four of the Adda-variants lacked the phenyl group at the Adda-terminus, a modification that has not previously been reported in cyanobacteria. Their HRMS/MS spectra contained the product-ion from Adda at m/z 135.1168, but the commonly observed product-ion at m/z 135.0804 from Adda-containing microcystins was almost completely absent. In contrast, three of the variants were missing a methyl group between C-2 and C-8 of the Adda moiety, and their LC-HRMS/MS spectra displayed the product-ion from Adda at m/z 135.0804. However, instead of the product-ion at m/z 135.1168, these three variants gave product-ions at m/z 121.1011. These observations, together with spectra from microcystin standards using in-source fragmentation, showed that the product-ion at m/z 135.1168 found in the HRMS/MS spectra of most microcystins originated from the C-2 to C-8 region of the Adda moiety. Identification of the fragmentation pathways for the Adda side chain will facilitate the detection of microcystins containing modifications in their Adda moieties that could otherwise easily be overlooked with standard LC-MS screening methods. Microcystin variants containing Abu at position-1 were also prominent components of the microcystin profile of the engineered bacterium. Microcystin variants with Abu1 or without the phenyl group on the Adda side chain were not detected in the original host cyanobacterium. This suggests not only that the microcystin synthase complex may be affected by substrate availability within its host organism but also that it possesses an unexpected degree of biosynthetic flexibility.
Collapse
Affiliation(s)
- Christopher O. Miles
- Biotoxin
Metrology, National Research Council Canada, Halifax, Nova Scotia B3H 3Z1, Canada
- Norwegian
Veterinary Institute, Postboks 64, 1431 Ås, Norway
| | - Pearse McCarron
- Biotoxin
Metrology, National Research Council Canada, Halifax, Nova Scotia B3H 3Z1, Canada
| | - Krista Thomas
- Biotoxin
Metrology, National Research Council Canada, Halifax, Nova Scotia B3H 3Z1, Canada
| | - Bakir Al-Sinawi
- Diagnostic
Technology Pty. Ltd., Sydney 2085, NSW, Australia
- School
of Environmental and Life Sciences, The
University of Newcastle, Callaghan 2308, NSW, Australia
| | - Tianzhe Liu
- Diagnostic
Technology Pty. Ltd., Sydney 2085, NSW, Australia
- Department
of Chemistry and Food Chemistry, Technical
University of Dresden, 01069 Dresden, Germany
| | - Brett A. Neilan
- School
of Environmental and Life Sciences, The
University of Newcastle, Callaghan 2308, NSW, Australia
- ARC Centre
of Excellence in Synthetic Biology, Sydney, NSW 2019, Australia
| |
Collapse
|
36
|
Lemmink IB, Straub LV, Bovee TFH, Mulder PPJ, Zuilhof H, Salentijn GI, Righetti L. Recent advances and challenges in the analysis of natural toxins. ADVANCES IN FOOD AND NUTRITION RESEARCH 2024; 110:67-144. [PMID: 38906592 DOI: 10.1016/bs.afnr.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/23/2024]
Abstract
Natural toxins (NTs) are poisonous secondary metabolites produced by living organisms developed to ward off predators. Especially low molecular weight NTs (MW<∼1 kDa), such as mycotoxins, phycotoxins, and plant toxins, are considered an important and growing food safety concern. Therefore, accurate risk assessment of food and feed for the presence of NTs is crucial. Currently, the analysis of NTs is predominantly performed with targeted high pressure liquid chromatography tandem mass spectrometry (HPLC-MS/MS) methods. Although these methods are highly sensitive and accurate, they are relatively expensive and time-consuming, while unknown or unexpected NTs will be missed. To overcome this, novel on-site screening methods and non-targeted HPLC high resolution mass spectrometry (HRMS) methods have been developed. On-site screening methods can give non-specialists the possibility for broad "scanning" of potential geographical regions of interest, while also providing sensitive and specific analysis at the point-of-need. Non-targeted chromatography-HRMS methods can detect unexpected as well as unknown NTs and their metabolites in a lab-based approach. The aim of this chapter is to provide an insight in the recent advances, challenges, and perspectives in the field of NTs analysis both from the on-site and the laboratory perspective.
Collapse
Affiliation(s)
- Ids B Lemmink
- Laboratory of Organic Chemistry, Wageningen University & Research, Wageningen, The Netherlands; Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Leonie V Straub
- Laboratory of Organic Chemistry, Wageningen University & Research, Wageningen, The Netherlands; Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Toine F H Bovee
- Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Patrick P J Mulder
- Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands
| | - Han Zuilhof
- Laboratory of Organic Chemistry, Wageningen University & Research, Wageningen, The Netherlands; School of Pharmaceutical Sciences and Technology, Tianjin University, Tianjin, P.R. China
| | - Gert Ij Salentijn
- Laboratory of Organic Chemistry, Wageningen University & Research, Wageningen, The Netherlands; Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands.
| | - Laura Righetti
- Laboratory of Organic Chemistry, Wageningen University & Research, Wageningen, The Netherlands; Wageningen Food Safety Research, Wageningen University & Research, Wageningen, The Netherlands.
| |
Collapse
|
37
|
Kwidzińska K, Zalewska M, Aksmann A, Kobos J, Mazur-Marzec H, Caban M. Multi-biomarker response of cyanobacteria Synechocystis salina and Microcystis aeruginosa to diclofenac. JOURNAL OF HAZARDOUS MATERIALS 2024; 471:134373. [PMID: 38678710 DOI: 10.1016/j.jhazmat.2024.134373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/14/2024] [Accepted: 04/19/2024] [Indexed: 05/01/2024]
Abstract
The cyanobacterial response to pharmaceuticals is less frequently investigated compared to green algae. Pharmaceuticals can influence not only the growth rate of cyanobacteria culture, but can also cause changes at the cellular level. The effect of diclofenac (DCF) as one of the for cyanobacteria has been rarely tested, and DCF has never been applied with cellular biomarkers. The aim of this work was to test the response of two unicellular cyanobacteria (Synechocystis salina and Microcystis aeruginosa) toward DCF (100 mg L-1) under photoautotrophic growth conditions. Such endpoints were analyzed as cells number, DCF uptake, the change in concentrations of photosynthetic pigments, the production of toxins, and chlorophyll a in vivo fluorescence. It was noted that during a 96 h exposure, cell proliferation was not impacted. Nevertheless, a biochemical response was observed. The increased production of microcystin was noted for M. aeruginosa. Due to the negligible absorption of DCF into cells, it is possible that the biochemical changes are induced by an external signal. The application of non-standard biomarkers demonstrates the effect of DCF on microorganism metabolism without a corresponding effect on biomass. The high resistance of cyanobacteria to DCF and the stimulating effect of DCF on the secretion of toxins raise concerns for environment biodiversity.
Collapse
Affiliation(s)
- Klaudia Kwidzińska
- University of Gdansk, Faculty of Chemistry, Department of Environmental Analysis, ul. Wita Stwosza 63, 80-308 Gdańsk, Poland.
| | - Martyna Zalewska
- University of Gdansk, Faculty of Biology, Department of Plant Experimental Biology and Biotechnology, ul. Wita Stwosza 59, 80-308 Gdańsk, Poland
| | - Anna Aksmann
- University of Gdansk, Faculty of Biology, Department of Plant Experimental Biology and Biotechnology, ul. Wita Stwosza 59, 80-308 Gdańsk, Poland
| | - Justyna Kobos
- University of Gdansk, Faculty of Oceanography and Geography, Department of Marine Biology and Biotechnology, al. Marszałka Piłsudskiego 46, 81-378 Gdynia, Poland
| | - Hanna Mazur-Marzec
- University of Gdansk, Faculty of Oceanography and Geography, Department of Marine Biology and Biotechnology, al. Marszałka Piłsudskiego 46, 81-378 Gdynia, Poland
| | - Magda Caban
- University of Gdansk, Faculty of Chemistry, Department of Environmental Analysis, ul. Wita Stwosza 63, 80-308 Gdańsk, Poland
| |
Collapse
|
38
|
Drobac Backović D, Tokodi N. Blue revolution turning green? A global concern of cyanobacteria and cyanotoxins in freshwater aquaculture: A literature review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 360:121115. [PMID: 38749125 DOI: 10.1016/j.jenvman.2024.121115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 04/25/2024] [Accepted: 05/06/2024] [Indexed: 06/05/2024]
Abstract
To enhance productivity, aquaculture is intensifying, with high-density fish ponds and increased feed input, contributing to nutrient load and eutrophication. Climate change further exacerbates cyanobacterial blooms and cyanotoxin production that affect aquatic organisms and consumers. A review was conducted to outline this issue from its inception - eutrophication, cyanobacterial blooms, their harmful metabolites and consequential effects (health and economic) in aquacultures. The strength of evidence regarding the relationship between cyanobacteria/cyanotoxins and potential consequences in freshwater aquacultures (fish production) globally were assessed as well, while identifying knowledge gaps and suggesting future research directions. With that aim several online databases were searched through June 2023 (from 2000), and accessible publications conducted in aquacultures with organisms for human consumption, reflecting cyanotoxin exposure, were selected. Data on cyanobacteria/cyanotoxins in aquacultures and its products worldwide were extracted and analyzed. Selected 63 papers from 22 countries were conducted in Asia (48%), Africa (22%), America (22%) and Europe (8%). Microcystis aeruginosa was most frequent, among over 150 cyanobacterial species. Cyanobacterial metabolites (mostly microcystins) were found in aquaculture water and fish from 18 countries (42 and 33 papers respectively). The most affected were small and shallow fish ponds, and omnivorous or carnivorous fish species. Cyanotoxins were detected in various fish organs, including muscles, with levels exceeding the tolerable daily intake in 60% of the studies. The majority of research was done in developing countries, employing less precise detection methods, making the obtained values estimates. To assess the risk of human exposure, the precise levels of all cyanotoxins, not just microcystins are needed, including monitoring their fate in aquatic food chains and during food processing. Epidemiological research on health consequences, setting guideline values, and continuous monitoring are necessary as well. Further efforts should focus on methods for elimination, prevention, and education.
Collapse
Affiliation(s)
- Damjana Drobac Backović
- University of Novi Sad, Faculty of Sciences, Department of Biology and Ecology, Trg Dositeja Obradovića 3, Novi Sad, 21000, Serbia
| | - Nada Tokodi
- University of Novi Sad, Faculty of Sciences, Department of Biology and Ecology, Trg Dositeja Obradovića 3, Novi Sad, 21000, Serbia; Jagiellonian University, Faculty of Biochemistry, Biophysics and Biotechnology, Laboratory of Metabolomics, Gronostajowa 7, Krakow, 30387, Poland.
| |
Collapse
|
39
|
Ferrinho S, Connaris H, Mouncey NJ, Goss RJM. Compendium of Metabolomic and Genomic Datasets for Cyanobacteria: Mined the Gap. WATER RESEARCH 2024; 256:121492. [PMID: 38593604 DOI: 10.1016/j.watres.2024.121492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 03/09/2024] [Accepted: 03/18/2024] [Indexed: 04/11/2024]
Abstract
Cyanobacterial blooms, producing toxic secondary metabolites, are becoming increasingly common phenomena in the face of rising global temperatures. They are the world's most abundant photosynthetic organisms, largely owing their success to a range of highly diverse and complex natural products possessing a broad spectrum of different bioactivities. Over 2600 compounds have been isolated from cyanobacteria thus far, and their characterisation has revealed unusual and useful chemistries and motifs including alkynes, halogens, and non-canonical amino acids. Genome sequencing of cyanobacteria lags behind natural product isolation, with only 19% of cyanobacterial natural products associated with a sequenced organism. Recent advances in meta(genomics) provide promise to narrow this gap and has also facilitated the uprise of combined genomic and metabolomic approaches, heralding a new era of discovery of novel compounds. Analyses of the datasets described within this manuscript reveal the asynchrony of current genomic and metabolomic data, highlight the chemical diversity of cyanobacterial natural products. Linked to this manuscript, we make these manually curated datasets freely accessible for the public to facilitate further research in this important area.
Collapse
Affiliation(s)
- Scarlet Ferrinho
- School of Chemistry, University of St Andrews, North Haugh, St Andrews, Fife, UK
| | - Helen Connaris
- School of Chemistry, University of St Andrews, North Haugh, St Andrews, Fife, UK
| | - Nigel J Mouncey
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA; Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Rebecca J M Goss
- School of Chemistry, University of St Andrews, North Haugh, St Andrews, Fife, UK.
| |
Collapse
|
40
|
Ouyang X, Wahlsten M, Pollari M, Delbaje E, Jokela J, Fewer DP. Identification of a homoarginine biosynthetic gene from a microcystin biosynthetic pathway in Fischerella sp. PCC 9339. Toxicon 2024; 243:107733. [PMID: 38670499 DOI: 10.1016/j.toxicon.2024.107733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 03/02/2024] [Accepted: 04/18/2024] [Indexed: 04/28/2024]
Abstract
Microcystins (MCs) are a family of chemically diverse toxins produced by numerous distantly related cyanobacteria. They are potent inhibitors of eukaryotic protein phosphatases 1 and 2A and are responsible for the toxicosis and death of wild and domestic animals around the world. Microcystins are synthesized on large enzyme complexes comprised of peptide synthetases, polyketide synthases, and additional modifying enzymes. Bioinformatic analysis identified the presence of an additional uncharacterized enzyme in the microcystin (mcy) biosynthetic gene cluster in Fischerella sp. PCC 9339, which we named McyK, that lacked a clearly defined role in the biosynthesis of microcystin. Further bioinformatic analysis suggested that McyK belongs to the inosamine-phosphate amidinotransferase family and could be involved in synthesizing homo amino acids. Quadrupole time-of-flight tandem mass spectrometry (Q-TOFMS/MS) analysis confirmed that Fischerella sp. PCC 9339 produces MC-Leucine2-Homoarginine4(MC-LHar) and [Aspartic acid3]MC-Leucine2-Homoarginine4 ([Asp3]MC-LHar) as the dominant chemical variants. We hypothesized that the McyK enzyme might be involved in the production of microcystin variants containing homoarginine (Har) in the strain. Heterologous expression of a codon-optimized mcyK gene in Escherichia coli confirmed that McyK is responsible for the synthesis of L-Har. These results confirm the production of MC-LHar, a novel microcystin chemical variant [Asp3]MC-LHar, and a new microcystin biosynthetic enzyme involved in supply of the rare homo-amino acid Har to the microcystin biosynthetic pathway in Fischerella sp. PCC 9339. This study provides new insights into the logic underpinning the biosynthesis of microcystin chemical variants and broadens our knowledge of structural diversity of the microcystin family of toxins.
Collapse
Affiliation(s)
- Xiaodan Ouyang
- Department of Microbiology, University of Helsinki, Viikinkaari 9, FI-00014, Helsinki, Finland
| | - Matti Wahlsten
- Department of Microbiology, University of Helsinki, Viikinkaari 9, FI-00014, Helsinki, Finland
| | - Maija Pollari
- Department of Agricultural Sciences, University of Helsinki, Latokartanonkaari 5, FI-00014, Helsinki, Finland
| | - Endrews Delbaje
- Departamento de Ciências Farmacêuticas, Universidade de São Paulo, Avenida do Café S/N, 14040-903, Ribeirão Preto, Brazil
| | - Jouni Jokela
- Department of Microbiology, University of Helsinki, Viikinkaari 9, FI-00014, Helsinki, Finland
| | - David P Fewer
- Department of Microbiology, University of Helsinki, Viikinkaari 9, FI-00014, Helsinki, Finland.
| |
Collapse
|
41
|
Li K, Yang M, Dai Y, Huang J, Zhu P, Qiuzhen L. Microcystin-LR improves anti-tumor efficacy of oxaliplatin through induction of M1 macrophage polarization. Toxicon 2024; 243:107723. [PMID: 38663519 DOI: 10.1016/j.toxicon.2024.107723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 04/13/2024] [Accepted: 04/14/2024] [Indexed: 04/29/2024]
Abstract
Tumor-associated macrophages within the tumor microenvironment play an immunosuppressive role by promoting tumor growth and immune evasion. Macrophages are highly plastic and can be stimulated to adopt an anti-tumor M1 phenotype. In this study, we used microcystin-LR (MC-LR), a cyclic heptapeptide produced by cyanobacteria, to induce in vitro macrophage innate immunity and transition into the anti-tumor M1 phenotype. MC-LR was also tested in vivo in a mouse model of colorectal cancer. An intraperitoneal injection of MC-LR increased the proportion of CD86⁺ M1 macrophages and triggered the maturation of CD11c⁺ dendritic cells within tumor tissues. MC-LR combined with the chemotherapeutic drug oxaliplatin significantly inhibited tumor growth in vivo. Flow cytometry analysis revealed increased infiltration of activated cytotoxic (CD8⁺, PD-1⁺) T-cells and anti-tumor cytokines (IFNγ and Granzyme B) in the tumor tissues of the combination therapy group, suggesting that this may be the primary mechanism behind the anti-tumor effect of the combination treatment. These findings indicate that MC-LR regulates the immune stimulation of macrophage polarization and dendritic cell maturation, effectively reversing tumor immunosuppression, activating an anti-tumor immune response, and enhancing tumor therapy.
Collapse
Affiliation(s)
- Keyi Li
- Pingshan District People's Hospital of Shenzhen, Pingshan General Hospital of Southern Medical University, Shenzhen, Guangdong, 518118, China
| | - Minzhu Yang
- Pingshan District People's Hospital of Shenzhen, Pingshan General Hospital of Southern Medical University, Shenzhen, Guangdong, 518118, China
| | - Yuxin Dai
- Cancer Research Institute, School of Basic Medical Science, Southern Medical University, Shatai South Road, Baiyun District, 16, Guangzhou, 510515, China
| | - Jinyan Huang
- Cancer Research Institute, School of Basic Medical Science, Southern Medical University, Shatai South Road, Baiyun District, 16, Guangzhou, 510515, China
| | - Peng Zhu
- Pingshan District People's Hospital of Shenzhen, Pingshan General Hospital of Southern Medical University, Shenzhen, Guangdong, 518118, China.
| | - Liu Qiuzhen
- Pingshan District People's Hospital of Shenzhen, Pingshan General Hospital of Southern Medical University, Shenzhen, Guangdong, 518118, China; Cancer Research Institute, School of Basic Medical Science, Southern Medical University, Shatai South Road, Baiyun District, 16, Guangzhou, 510515, China.
| |
Collapse
|
42
|
Richardson SD, Manasfi T. Water Analysis: Emerging Contaminants and Current Issues. Anal Chem 2024; 96:8184-8219. [PMID: 38700487 DOI: 10.1021/acs.analchem.4c01423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Affiliation(s)
- Susan D Richardson
- Department of Chemistry and Biochemistry, University of South Carolina, JM Palms Center for GSR, 631 Sumter Street, Columbia, South Carolina 29208, United States
| | - Tarek Manasfi
- Eawag, Environmental Chemistry, Uberlandstrasse 133, Dubendorf 8600, Switzerland
| |
Collapse
|
43
|
Hong Z, Chen X, Hu J, Chang X, Qian Y. Adverse effects of Microcystis aeruginosa exudates on the filtration, digestion, and reproduction organs of benthic bivalve Corbicula fluminea. Sci Rep 2024; 14:10934. [PMID: 38740841 DOI: 10.1038/s41598-024-61333-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 05/04/2024] [Indexed: 05/16/2024] Open
Abstract
Cyanobacteria bloom and the secondary metabolites released by the microorganism are extremely harmful to aquatic animals, yet study on their adverse effects in zoobenthos is rare. Corbicula fluminea widely distributed in freshwater environment with algal blooms. It is a typical filter feeding zoobenthos that may be affected by the secondary metabolites of cyanobacteria due to its high filtering rate. In this study, C. fluminea was exposed to Microcystis aeruginosa exudates (MaE) for 96 h, which was obtained from 5 × 105 cells/mL and 2.5 × 106 cells/mL exponential stage M. aeruginosa culture solution that represented cyanobacteria cell density needs environmental risk precaution control and emergent control, respectively. The responses of C. fluminea critical organs to MaE were analyzed and evaluated based on histopathological sections, antitoxicity biomarkers, and organ function biomarkers. The results showed that all the organs underwent structural disorders, cell vacuolization, apoptosis, and necrosis, and the damage levels increased as MaE concentration increased. The detoxification and antioxidant defense systems biomarkers in each organ response to MaE exposure differently and the level of reaction improved when MaE concentration increased. The siphon rate and acetylcholinesterase activity showed that the filtration function decreased significantly as the MaE concentration increased. Increased activity of glutathione S-transferase and amylase in the digestive gland indicate that it is the major detoxification organ of C. fluminea. Increased vitellogenin concentration and enlarged oocytes in the gonad indicate that MaE may have an estrogenic effect on C. fluminea. This study demonstrates that cyanobacteria threat benthic bivalves by inducing oxidative stress, inhibiting filtering feeding system, and disturbing digestion system and reproduction potential of C. fluminea.
Collapse
Affiliation(s)
- Zijin Hong
- Yunan Key Laboratory for Plateau Mountain Ecology and Restoration of Degraded Environments, School of Ecology and Environmental Sciences, Yunnan University, Kunming, 650091, Yunnan, China
| | - Xinyun Chen
- Yunan Key Laboratory for Plateau Mountain Ecology and Restoration of Degraded Environments, School of Ecology and Environmental Sciences, Yunnan University, Kunming, 650091, Yunnan, China
| | - Junxiang Hu
- Yunan Key Laboratory for Plateau Mountain Ecology and Restoration of Degraded Environments, School of Ecology and Environmental Sciences, Yunnan University, Kunming, 650091, Yunnan, China
| | - Xuexiu Chang
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, ON, N9B 3P4, Canada
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, College of Agronomy and Life Sciences, Kunming University, Kunming, 650214, China
| | - Yu Qian
- Yunan Key Laboratory for Plateau Mountain Ecology and Restoration of Degraded Environments, School of Ecology and Environmental Sciences, Yunnan University, Kunming, 650091, Yunnan, China.
| |
Collapse
|
44
|
Wei J, Luo J, Peng T, Zhou P, Zhang J, Yang F. Comparative genomic analysis and functional investigations for MCs catabolism mechanisms and evolutionary dynamics of MCs-degrading bacteria in ecology. ENVIRONMENTAL RESEARCH 2024; 248:118336. [PMID: 38295970 DOI: 10.1016/j.envres.2024.118336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 01/06/2024] [Accepted: 01/27/2024] [Indexed: 02/07/2024]
Abstract
Microcystins (MCs) significantly threaten the ecosystem and public health. Biodegradation has emerged as a promising technology for removing MCs. Many MCs-degrading bacteria have been identified, including an indigenous bacterium Sphingopyxis sp. YF1 that could degrade MC-LR and Adda completely. Herein, we gained insight into the MCs biodegradation mechanisms and evolutionary dynamics of MCs-degrading bacteria, and revealed the toxic risks of the MCs degradation products. The biochemical characteristics and genetic repertoires of strain YF1 were explored. A comparative genomic analysis was performed on strain YF1 and six other MCs-degrading bacteria to investigate their functions. The degradation products were investigated, and the toxicity of the intermediates was analyzed through rigorous theoretical calculation. Strain YF1 might be a novel species that exhibited versatile substrate utilization capabilities. Many common genes and metabolic pathways were identified, shedding light on shared functions and catabolism in the MCs-degrading bacteria. The crucial genes involved in MCs catabolism mechanisms, including mlr and paa gene clusters, were identified successfully. These functional genes might experience horizontal gene transfer events, suggesting the evolutionary dynamics of these MCs-degrading bacteria in ecology. Moreover, the degradation products for MCs and Adda were summarized, and we found most of the intermediates exhibited lower toxicity to different organisms than the parent compound. These findings systematically revealed the MCs catabolism mechanisms and evolutionary dynamics of MCs-degrading bacteria. Consequently, this research contributed to the advancement of green biodegradation technology in aquatic ecology, which might protect human health from MCs.
Collapse
Affiliation(s)
- Jia Wei
- Xiangya School of Public Health, Central South University, Changsha, Hunan, 410078, China
| | - Jiayou Luo
- Xiangya School of Public Health, Central South University, Changsha, Hunan, 410078, China.
| | - Tangjian Peng
- Hunan Province Key Laboratory of Typical Environmental Pollution and Health Hazards, School of Public Health, University of South China, Hengyang, Hunan, 421001, China
| | - Pengji Zhou
- Hunan Province Key Laboratory of Typical Environmental Pollution and Health Hazards, School of Public Health, University of South China, Hengyang, Hunan, 421001, China
| | - Jiajia Zhang
- Xiangya School of Public Health, Central South University, Changsha, Hunan, 410078, China
| | - Fei Yang
- Xiangya School of Public Health, Central South University, Changsha, Hunan, 410078, China; Hunan Province Key Laboratory of Typical Environmental Pollution and Health Hazards, School of Public Health, University of South China, Hengyang, Hunan, 421001, China.
| |
Collapse
|
45
|
He Z, Chen Y, Gao J, Xu Y, Zhou X, Yang R, Geng R, Li R, Yu G. Comparative toxicology of algal cell extracts and pure cyanotoxins: insights into toxic effects and mechanisms of harmful cyanobacteria Raphidiopsis raciborskii. HARMFUL ALGAE 2024; 135:102635. [PMID: 38830716 DOI: 10.1016/j.hal.2024.102635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 04/20/2024] [Accepted: 04/25/2024] [Indexed: 06/05/2024]
Abstract
Ongoing research on cyanotoxins, driven by the socioeconomic impact of harmful algal blooms, emphasizes the critical necessity of elucidating the toxicological profiles of algal cell extracts and pure toxins. This study comprehensively compares Raphidiopsis raciborskii dissolved extract (RDE) and cylindrospermopsin (CYN) based on Daphnia magna assays. Both RDE and CYN target vital organs and disrupt reproduction, development, and digestion, thereby causing acute and chronic toxicity. Disturbances in locomotion, reduced behavioral activity, and weakened swimming capability in D. magna have also been reported for both RDE and CYN, indicating the insufficiency of conventional toxicity evaluation parameters for distinguishing between the toxic effects of algal extracts and pure cyanotoxins. Additionally, chemical profiling revealed the presence of highly active tryptophan-, humic acid-, and fulvic acid-like fluorescence compounds in the RDE, along with the active constituents of CYN, within a 15-day period, demonstrating the chemical complexity and dynamics of the RDE. Transcriptomics was used to further elucidate the distinct molecular mechanisms of RDE and CYN. They act diversely in terms of cytotoxicity, involving oxidative stress and response, protein content, and energy metabolism, and demonstrate distinct modes of action in neurofunctions. In essence, this study underscores the distinct toxicity mechanisms of RDE and CYN and emphasizes the necessity for context- and objective-specific toxicity assessments, advocating nuanced approaches to evaluate the ecological and health implications of cyanotoxins, thereby contributing to the precision of environmental risk assessments.
Collapse
Affiliation(s)
- Zhongshi He
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; College of Advanced Agricultural Sciences, University of Chinese Academy of Sciences, Beijing 100049, China; Institute of Marine and Environmental Technology, University of Maryland Center for Environmental Science, Baltimore, MD 21202, USA
| | - Youxin Chen
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Jin Gao
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Yewei Xu
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Xinya Zhou
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; College of Advanced Agricultural Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Rui Yang
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; College of Advanced Agricultural Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ruozhen Geng
- Ecological Environment Monitoring and Scientific Research Center, Taihu Basin & East China Sea Ecological Environment Supervision and Administration Bureau, Ministry of Ecology and Environment, Shanghai 200125, China; Zhejiang Provincial Key Laboratory for Subtropical Water Environment and Marine Biological Resources Protection, Wenzhou University, Wenzhou, 325035, China
| | - Renhui Li
- Zhejiang Provincial Key Laboratory for Subtropical Water Environment and Marine Biological Resources Protection, Wenzhou University, Wenzhou, 325035, China; National and Local Joint Engineering Research Center of Ecological Treatment Technology for Urban Water Pollution, Wenzhou, Zhejiang 325035, China
| | - Gongliang Yu
- CAS Key Laboratory of Algal Biology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China; College of Advanced Agricultural Sciences, University of Chinese Academy of Sciences, Beijing 100049, China.
| |
Collapse
|
46
|
Mehjabin JJ, Phan CS, Okino T. Noducyclamides A1-A4, B1, and B2 from the Cyanobacterium Nodularia sp. NIES-3585. JOURNAL OF NATURAL PRODUCTS 2024; 87:984-993. [PMID: 38587271 DOI: 10.1021/acs.jnatprod.3c01272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
A chemical investigation of the hydrophilic fraction of a cultured Nodularia sp. (NIES-3585) afforded six new cyclic lipopeptides, noducyclamides A1-A4 (1-4) containing 10 amino acid residues and dodecapeptides noducyclamides B1 and B2 (5 and 6). The planar structures of these lipopeptides were elucidated based on the combination of HRMS and 1D and 2D NMR spectroscopic data analyses. These peptides are structurally analogous to laxaphycins and contain the nonproteinogenic amino acids 3-hydroxyvaline and 3-hydroxyleucine and a β-amino decanoic acid residue. The absolute configurations of the noducyclamides (1-6) were determined by acid hydrolysis, followed by advanced Marfey's analysis. Noducyclamide B1 (5) showed cytotoxic activities against MCF7 breast cancer cell lines with an IC50 value of 3.0 μg/mL (2.2 μM).
Collapse
|
47
|
Caro-Borrero A, Márquez-Santamaria K, Carmona-Jiménez J, Becerra-Absalón I, Perona E. Cyanobacterial Harmful Algal Mats (CyanoHAMs) in tropical rivers of central Mexico and their potential risks through toxin production. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:408. [PMID: 38561517 PMCID: PMC10984904 DOI: 10.1007/s10661-024-12568-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
Cyanobacteria inhabiting lotic environments have been poorly studied and characterized in Mexico, despite their potential risks from cyanotoxin production. This article aims to fill this knowledge gap by assessing the importance of benthic cyanobacteria as potential cyanotoxin producers in central Mexican rivers through: (i) the taxonomic identification of cyanobacteria found in these rivers, (ii) the environmental characterization of their habitats, and (iii) testing for the presence of toxin producing genes in the encountered taxa. Additionally, we introduce and discuss the use of the term "CyanoHAMs" for lotic water environments. Populations of cyanobacteria were collected from ten mountain rivers and identified using molecular techniques. Subsequently, these taxa were evaluated for genes producing anatoxins and microcystins via PCR. Through RDA analyses, the collected cyanobacteria were grouped into one of three categories based on their environmental preferences for the following: (1) waters with high ionic concentrations, (2) cold-temperate waters, or (3) waters with high nutrient enrichment. Populations from six locations were identified to genus level: Ancylothrix sp., Cyanoplacoma sp., and Oxynema sp. The latter was found to contain the gene that produces anatoxins and microcystins in siliceous rivers, while Oxynema tested positive for the gene that produces microcystins in calcareous rivers. Our results suggest that eutrophic environments are not necessarily required for toxin-producing cyanobacteria. Our records of Compactonostoc, Oxynema, and Ancylothrix represent the first for Mexico. Four taxa were identified to species level: Wilmottia aff. murrayi, Nostoc tlalocii, Nostoc montejanii, and Dichothrix aff. willei, with only the first testing positive using PCR for anatoxin and microcystin-producing genes in siliceous rivers. Due to the differences between benthic growths with respect to planktonic ones, we propose the adoption of the term Cyanobacterial Harmful Algal Mats (CyanoHAMs) as a more precise descriptor for future studies.
Collapse
Affiliation(s)
- Angela Caro-Borrero
- Ecology and Natural Resources Department, Science Faculty, National Autonomous University of Mexico, University City, Exterior Circuit S/N, 04510, Coyoacan, Mexico City, Mexico
| | - Kenia Márquez-Santamaria
- Ecology and Natural Resources Department, Science Faculty, National Autonomous University of Mexico, University City, Exterior Circuit S/N, 04510, Coyoacan, Mexico City, Mexico
- Postgraduate School in Marine Sciences and Limnology, National Autonomous University of Mexico, University City, Exterior Circuit S/N, 04510, Coyoacan, Mexico City, Mexico
| | - Javier Carmona-Jiménez
- Ecology and Natural Resources Department, Science Faculty, National Autonomous University of Mexico, University City, Exterior Circuit S/N, 04510, Coyoacan, Mexico City, Mexico.
| | - Itzel Becerra-Absalón
- Comparative Biology Department, Science Faculty, National Autonomous University of Mexico, University City, Exterior Circuit S/N, 04510, Coyoacan, Mexico City, Mexico
| | - Elvira Perona
- Biology Department, Science Faculty, Autonomous University of Madrid, Darwin 2, Canto Blanco Campus, 28049, Madrid, Spain
| |
Collapse
|
48
|
Baunach M, Guljamow A, Miguel-Gordo M, Dittmann E. Harnessing the potential: advances in cyanobacterial natural product research and biotechnology. Nat Prod Rep 2024; 41:347-369. [PMID: 38088806 DOI: 10.1039/d3np00045a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
Covering: 2000 to 2023Cyanobacteria produce a variety of bioactive natural products that can pose a threat to humans and animals as environmental toxins, but also have potential for or inspire pharmaceutical use. As oxygenic phototrophs, cyanobacteria furthermore hold great promise for sustainable biotechnology. Yet, the necessary tools for exploiting their biotechnological potential have so far been established only for a few model strains of cyanobacteria, while large untapped biosynthetic resources are hidden in slow-growing cyanobacterial genera that are difficult to access by genetic techniques. In recent years, several approaches have been developed to circumvent the bottlenecks in cyanobacterial natural product research. Here, we summarize current progress that has been made in unlocking or characterizing cryptic metabolic pathways using integrated omics techniques, orphan gene cluster activation, use of genetic approaches in original producers, heterologous expression and chemo-enzymatic techniques. We are mainly highlighting genomic mining concepts and strategies towards high-titer production of cyanobacterial natural products from the last 10 years and discuss the need for further research developments in this field.
Collapse
Affiliation(s)
- Martin Baunach
- University of Potsdam, Institute of Biochemistry and Biology, Karl-Liebknecht-Str. 24/25, 14476 Potsdam, Germany.
- University of Bonn, Institute of Pharmaceutical Biology, Nußallee 6, 53115 Bonn, Germany
| | - Arthur Guljamow
- University of Potsdam, Institute of Biochemistry and Biology, Karl-Liebknecht-Str. 24/25, 14476 Potsdam, Germany.
| | - María Miguel-Gordo
- University of Potsdam, Institute of Biochemistry and Biology, Karl-Liebknecht-Str. 24/25, 14476 Potsdam, Germany.
| | - Elke Dittmann
- University of Potsdam, Institute of Biochemistry and Biology, Karl-Liebknecht-Str. 24/25, 14476 Potsdam, Germany.
| |
Collapse
|
49
|
Riehle E, Beach DG, Multrus S, Parmar TP, Martin-Creuzburg D, Dietrich DR. Fate of Planktothrix-derived toxins in aquatic food webs: A case study in Lake Mindelsee (Germany). ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 273:116154. [PMID: 38422789 DOI: 10.1016/j.ecoenv.2024.116154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 02/19/2024] [Accepted: 02/23/2024] [Indexed: 03/02/2024]
Abstract
Blooms of the red, filamentous cyanobacterium Planktothrix rubescens occur frequently in pre-alpine lakes in Europe, often with concomitant toxic microcystin (MC) production. Trophic transfer of MCs has been observed in bivalves, fish, and zooplankton species, while uptake of MCs into Diptera species could facilitate distribution of MCs into terrestrial food webs and habitats. In this study, we characterized a Planktothrix bloom in summer 2019 in Lake Mindelsee and tracked possible trophic transfer and/or bioaccumulation of MCs via analysis of phytoplankton, zooplankton (Daphnia) and emergent aquatic insects (Chaoborus, Chironomidae and Trichoptera). Using 16 S rRNA gene amplicon sequencing, we found that five sequence variants of Planktothrix spp. were responsible for bloom formation in September and October of 2019, and these MC-producing variants, provisionally identified as P. isothrix and/or P. serta, occurred exclusively in Lake Mindelsee (Germany), while other variants were also detected in nearby Lake Constance. The remaining cyanobacterial community was dominated by Cyanobiaceae species with high species overlap with Lake Constance, suggesting a well-established exchange of cyanobacteria species between the adjacent lakes. With targeted LC-HRMS/MS we identified two MC-congeners, MC-LR and [Asp3]MC-RR with maximum concentrations of 45 ng [Asp3]MC-RR/L in lake water in September. Both MC congeners displayed different predominance patterns, suggesting that two different MC-producing species occurred in a time-dependent manner, whereby [Asp3]MC-RR was clearly associated with the Planktothrix spp. bloom. We demonstrate an exclusive transfer of MC-LR, but not [Asp3]MC-RR, from phytoplankton into zooplankton reaching a 10-fold bioconcentration, yet complete absence of these MC congeners or their conjugates in aquatic insects. The latter demonstrated a limited trophic transfer of MCs from zooplankton to zooplanktivorous insect larvae (e.g., Chaoborus), or direct transfer into other aquatic insects (e.g. Chironomidae and Trichoptera), whether due to avoidance or limited uptake and/or rapid excretion of MCs by higher trophic emergent aquatic insects.
Collapse
Affiliation(s)
- Eva Riehle
- University of Konstanz, Human and Environmental Toxicology Research Group, Universitaetsstrasse 10, Konstanz 78464, Germany.
| | - Daniel G Beach
- National Research Council Canada, Biotoxin Metrology, 1411 Oxford St., Halifax, Nova Scotia B3H 3Z1, Canada
| | - Selina Multrus
- University of Konstanz, Human and Environmental Toxicology Research Group, Universitaetsstrasse 10, Konstanz 78464, Germany
| | - Tarn Preet Parmar
- Brandenburg Technical University (BTU), Cottbus-Senftenberg, Department of Aquatic Ecology, Seestrasse 45, Bad Saarow 15526, Germany
| | - Dominik Martin-Creuzburg
- Brandenburg Technical University (BTU), Cottbus-Senftenberg, Department of Aquatic Ecology, Seestrasse 45, Bad Saarow 15526, Germany
| | - Daniel R Dietrich
- University of Konstanz, Human and Environmental Toxicology Research Group, Universitaetsstrasse 10, Konstanz 78464, Germany.
| |
Collapse
|
50
|
Ricca JG, Mayali X, Qu J, Weber PK, Poirier G, Dufresne CP, Louda JW, Terentis AC. Endogenous Production and Vibrational Analysis of Heavy-Isotope-Labeled Peptides from Cyanobacteria. Chembiochem 2024; 25:e202400019. [PMID: 38311594 DOI: 10.1002/cbic.202400019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/06/2024]
Abstract
Stable isotope labeling is an extremely useful tool for characterizing the structure, tracing the metabolism, and imaging the distribution of natural products in living organisms using mass-sensitive measurement techniques. In this study, a cyanobacterium was cultured in 15 N/13 C-enriched media to endogenously produce labeled, bioactive oligopeptides. The extent of heavy isotope incorporation in these peptides was determined with LC-MS, while the overall extent of heavy isotope incorporation in whole cells was studied with nanoSIMS and AFM-IR. Up to 98 % heavy isotope incorporation was observed in labeled cells. Three of the most abundant peptides, microcystin-LR (MCLR), cyanopeptolin-A (CYPA), and aerucyclamide-A (ACAA), were isolated and further studied with Raman and FTIR spectroscopies and DFT calculations. This revealed several IR and Raman active vibrations associated with functional groups not common in ribosomal peptides, like diene, ester, thiazole, thiazoline, and oxazoline groups, which could be suitable for future vibrational imaging studies. More broadly, this study outlines a simple and relatively inexpensive method for producing heavy-labeled natural products. Manipulating the bacterial culture conditions by the addition of specific types and amounts of heavy-labeled nutrients provides an efficient means of producing heavy-labeled natural products for mass-sensitive imaging studies.
Collapse
Affiliation(s)
- John G Ricca
- Department of Chemistry and Biochemistry, Florida Atlantic University, 777 Glades Rd, 33431, Boca Raton, FL, USA
- Center for Environmental Studies, Florida Atlantic University, 3200 College Ave, 33314, Davie, FL, USA
| | - Xavier Mayali
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, 7000 East Avenue, 94550, Livermore, CA, USA
| | - Jing Qu
- Advanced Materials Characterization Lab, University of Delaware, 19716, Newark, DE, USA
| | - Peter K Weber
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, 7000 East Avenue, 94550, Livermore, CA, USA
| | - Gerald Poirier
- Advanced Materials Characterization Lab, University of Delaware, 19716, Newark, DE, USA
| | | | - J William Louda
- Department of Chemistry and Biochemistry, Florida Atlantic University, 777 Glades Rd, 33431, Boca Raton, FL, USA
| | - Andrew C Terentis
- Department of Chemistry and Biochemistry, Florida Atlantic University, 777 Glades Rd, 33431, Boca Raton, FL, USA
| |
Collapse
|