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Ajdi B, El Hidan MA, El Asbahani A, Bocquet M, Ait Hamza M, Elqdhy M, Elmourid A, Touloun O, Boubaker H, Bulet P. Taxonomic identification of Morocco scorpions using MALDI-MS fingerprints of venom proteomes and computational modeling. J Proteomics 2024; 310:105321. [PMID: 39304032 DOI: 10.1016/j.jprot.2024.105321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 09/17/2024] [Accepted: 09/17/2024] [Indexed: 09/22/2024]
Abstract
The venom of scorpions has been the subject of numerous studies. However, their taxonomic identification is not a simple task, leading to misidentifications. This study aims to provide a practical approach for identifying scorpions based on the venom molecular mass fingerprint (MFP). Specimens (251) belonging to fifteen species were collected from different regions in Morocco. Their MFPs were acquired using MALDI-MS. These were used as a training dataset to generate predictive models and a library of mean spectral profiles using software programs based on machine learning. The computational model achieved an overall recognition capability of 99 % comprising 32 molecular signatures. The models and the library were tested using a new dataset for external validation and to evaluate their capability of identification. We recorded an accuracy classification with an average of 97 % and 98 % for the computational models and the library, respectively. To our knowledge, this is the first attempt to demonstrate the potential of MALDI-MS and MFPs to generate predictive models capable of discriminating scorpions from family to species levels, and to build a library of species-specific spectra. These promising results may represent a proof of concept towards developing a reliable approach for rapid molecular identification of scorpions in Morocco. SIGNIFICANCE OF THE STUDY: With their clinical importance, scorpions may constitute a desirable study model for many researchers. The first step in studying scorpion is systematically identifying the species of interest. However, it can be a difficult task, especially for the non-experts. The taxonomy of scorpions is primarily based on morphometric characters. In Morocco, the high number of species and subspecies mainly endemic, and the morphological similarities between different species may result in false identifications. This was observed in many reports according to the scorpion experts. In this study, we describe a reliable practical approach for identifying scorpions based on the venom molecular mass fingerprints (MFPs). By using two software programs based on machine learning, we have demonstrated that these MFPs contains sufficient inter-specific variation to differentiate between the scorpion species mentioned in this study with a good accuracy. Using a drop of venom, this new approach could be a rapid, accurate and cost saving method for taxonomic identification of scorpions in Morocco.
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Affiliation(s)
- Boujemaa Ajdi
- Laboratory of Microbial Biotechnology and Plant Protection, Faculty of Sciences, University of Ibn Zohr, Agadir, Morocco; Institute for Advanced Biosciences, CR Inserm U1209, CNRSUMR 5309, University of Grenoble-Alpes, 38000 Grenoble, France; Platform BioPark Archamps, 74160 Archamps, France
| | - Moulay Abdelmonaim El Hidan
- Laboratory of Biotechnology and Valorization of Natural Resources, Faculty of Sciences, Ibn Zohr University, Agadir, Morocco.
| | - Abdelhafed El Asbahani
- Laboratory of Applied Chemistry and Environment (LACAPE), Team of Bio-organic Chemistry and Natural substances, Faculty of Sciences, University of Ibn Zohr, Agadir, Morocco.
| | - Michel Bocquet
- Platform BioPark Archamps, 74160 Archamps, France; Apimedia, 74370 Annecy, France
| | - Mohamed Ait Hamza
- Laboratory of Biotechnology and Valorization of Natural Resources, Faculty of Sciences, Ibn Zohr University, Agadir, Morocco.
| | - M'barka Elqdhy
- Laboratory of Microbial Biotechnology and Plant Protection, Faculty of Sciences, University of Ibn Zohr, Agadir, Morocco
| | - Abdessamad Elmourid
- Polyvalent Team in Research and Development (EPVRD), Department of Biology & Geology, Polydisciplinary Faculty, University Sultan My Slimane, Beni Mellal 23030, Morocco
| | - Oulaid Touloun
- Polyvalent Team in Research and Development (EPVRD), Department of Biology & Geology, Polydisciplinary Faculty, University Sultan My Slimane, Beni Mellal 23030, Morocco
| | - Hassan Boubaker
- Laboratory of Microbial Biotechnology and Plant Protection, Faculty of Sciences, University of Ibn Zohr, Agadir, Morocco.
| | - Philippe Bulet
- Institute for Advanced Biosciences, CR Inserm U1209, CNRSUMR 5309, University of Grenoble-Alpes, 38000 Grenoble, France; Platform BioPark Archamps, 74160 Archamps, France.
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Abdollahnia A, Bahmani K, Aliahmadi A, As'habi MA, Ghassempour A. Mass spectrometric analysis of Odonthobuthus Doriae scorpion venom and its non-neutralized fractions after interaction with commercial antivenom. Sci Rep 2024; 14:10389. [PMID: 38710718 DOI: 10.1038/s41598-024-59150-z] [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: 12/17/2023] [Accepted: 04/08/2024] [Indexed: 05/08/2024] Open
Abstract
It is believed that antivenoms play a crucial role in neutralizing venoms. However, uncontrolled clinical effects appear in patients stung by scorpions after the injection of antivenom. In this research, non-neutralized components of the venom of the Iranian scorpion Odonthobuthus doriae were analyzed after interacting with the commercial antivenom available in the market. The venom and antivenom interaction was performed, then centrifuged, and the supernatant was analyzed by high-performance liquid chromatography (HPLC). Two peaks of Odonthobuthus doriae venom were observed in the chromatogram of the supernatant. Two components were isolated by HPLC and analyzed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) instruments. Peptide sequencing was done by Liquid Chromatography Quadrupole Time-of-Flight Tandem Mass Spectrometry (LC-Q-TOF MS/MS). Results indicate that the components of scorpion venom mainly have a molecular weight below 10 kDa, consisting of toxic peptides that disrupt the function of sodium and potassium channels. The MALDI-TOF MS results show that two toxic peptides with molecular masses of 6941 Da and 6396 Da were not neutralized by the antivenom. According to the MS/MS sequencing data, the components have been related to peptides A0A5P8U2Q6_MESEU and A0A0U4FP89_ODODO, which belong to the sodium and potassium channels toxins family, respectively.
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Affiliation(s)
- Adel Abdollahnia
- Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, G.C. Evin, Tehran, Iran
| | - Kiumars Bahmani
- Department of Pharmacology and Toxicology, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Atousa Aliahmadi
- Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, G.C. Evin, Tehran, Iran
| | - Mohammad Ali As'habi
- Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, G.C. Evin, Tehran, Iran
| | - Alireza Ghassempour
- Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, G.C. Evin, Tehran, Iran.
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Mechkarska M, Cunning TS, Taggart MG, Ternan NG, Leprince J, Coquet L, Jouenne T, Tena-Garcés J, Calvete JJ, Conlon JM. Identification of an Antimicrobial Peptide from the Venom of the Trinidad Thick-Tailed Scorpion Tityus trinitatis with Potent Activity against ESKAPE Pathogens and Clostridioides difficile. Antibiotics (Basel) 2023; 12:1404. [PMID: 37760701 PMCID: PMC10525828 DOI: 10.3390/antibiotics12091404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 08/28/2023] [Accepted: 09/01/2023] [Indexed: 09/29/2023] Open
Abstract
Envenomation by the Trinidad thick-tailed scorpion Tityus trinitatis may result in fatal myocarditis and there is a high incidence of acute pancreatitis among survivors. Peptidomic analysis (reversed-phase HPLC followed by MALDI-TOF mass spectrometry and automated Edman degradation) of T. trinitatis venom led to the isolation and characterization of three peptides with antimicrobial activity. Their primary structures were established asTtAP-1 (FLGSLFSIGSKLLPGVFKLFSRKKQ.NH2), TtAP-2 (IFGMIPGLIGGLISAFK.NH2) and TtAP-3 (FFSLIPSLIGGLVSAIK.NH2). In addition, potassium channel and sodium channel toxins, present in the venom in high abundance, were identified by CID-MS/MS sequence analysis. TtAP-1 was the most potent against a range of clinically relevant Gram-positive and Gram-negative aerobes and against the anaerobe Clostridioides difficile (MIC = 3.1-12.5 µg/mL). At a concentration of 1× MIC, TtAP-1 produced rapid cell death (<15 min against Acinetobacter baumannii and Staphylococcus aureus). The therapeutic potential of TtAP-1 as an anti-infective agent is limited by its high hemolytic activity (LC50 = 18 µg/mL against mouse erythrocytes) but the peptide constitutes a template for the design of analogs that maintain the high bactericidal activity against ESKAPE pathogens but are less toxic to human cells. It is suggested that the antimicrobial peptides in the scorpion venom facilitate the action of the neurotoxins by increasing the membrane permeability of cells from either prey or predator.
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Affiliation(s)
- Milena Mechkarska
- Department of Life Sciences, Faculty of Science and Technology, St. Augustine Campus, The University of The West Indies, St. Augustine, Trinidad and Tobago
| | - Taylor S. Cunning
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine BT52 1SA, UK; (T.S.C.); (M.G.T.); (N.G.T.)
| | - Megan G. Taggart
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine BT52 1SA, UK; (T.S.C.); (M.G.T.); (N.G.T.)
| | - Nigel G. Ternan
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine BT52 1SA, UK; (T.S.C.); (M.G.T.); (N.G.T.)
| | - Jérôme Leprince
- Université Rouen Normandie, INSERM, NorDiC UMR 1239, HeRacLeS, US 51, PRIMACEN, F-76000 Rouen, France;
| | - Laurent Coquet
- Université Rouen Normandie, INSA Rouen Normandie, CNRS, PBS UMR 6270, HeRacLeS US 51 UAR 2026 PISSARO, F-76000 Rouen, France; (L.C.); (T.J.)
| | - Thierry Jouenne
- Université Rouen Normandie, INSA Rouen Normandie, CNRS, PBS UMR 6270, HeRacLeS US 51 UAR 2026 PISSARO, F-76000 Rouen, France; (L.C.); (T.J.)
| | - Jordi Tena-Garcés
- Evolutionary and Translational Venomics Laboratory, Consejo Superior de Investigaciones Científicas (CSIC), 46010 Valencia, Spain; (J.T.-G.); (J.J.C.)
| | - Juan J. Calvete
- Evolutionary and Translational Venomics Laboratory, Consejo Superior de Investigaciones Científicas (CSIC), 46010 Valencia, Spain; (J.T.-G.); (J.J.C.)
| | - J. Michael Conlon
- Diabetes Research Centre, School of Biomedical Sciences, Ulster University, Coleraine BT52 1SA, UK;
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The Molecular Composition of Peptide Toxins in the Venom of Spider Lycosa coelestis as Revealed by cDNA Library and Transcriptomic Sequencing. Toxins (Basel) 2023; 15:toxins15020143. [PMID: 36828457 PMCID: PMC9959208 DOI: 10.3390/toxins15020143] [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: 01/08/2023] [Revised: 02/02/2023] [Accepted: 02/08/2023] [Indexed: 02/12/2023] Open
Abstract
In the so-called "struggle for existence" competition, the venomous animals developed a smart and effective strategy, envenomation, for predation and defense. Biochemical analysis revealed that animal venoms are chemical pools of proteinase, peptide toxins, and small organic molecules with various biological activities. Of them, peptide toxins are of great molecular diversity and possess the capacity to modulate the activity of ion channels, the second largest group of drug targets expressed on the cell membrane, which makes them a rich resource for developing peptide drug pioneers. The spider Lycosa coelestis (L. coelestis) commonly found in farmland in China is a dominant natural enemy of agricultural pests; however, its venom composition and activity were never explored. Herein, we conducted cDNA library and transcriptomic sequencing of the venom gland of L. coelestis, which identified 1131 high-quality expressed sequence tags (ESTs), grouped into three categories denoted as toxin-like ESTs (597, 52.79%), cellular component ESTs (357, 31.56%), and non-matched ESTs (177, 15.65%). These toxin-like ESTs encode 98 non-reductant toxins, which are artificially divided into 11 families based on their sequence homology and cysteine frameworks (2-14 cysteines forming 1-7 disulfide bonds to stabilize the toxin structure). Furthermore, RP-HPLC purification combined with off-line MALDI-TOF analysis have detected 147 different peptides physically existing in the venom of L. coelestis. Electrophysiology analysis confirmed that the venom preferably inhibits the voltage-gated calcium channels in rat dorsal root ganglion neurons. Altogether, the present study has added a great lot of new members to the spider toxin superfamily and built the foundation for characterizing novel active peptides in the L. coelestis venom.
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Krämer J, Pommerening R, Predel R. Equipped for Sexual Stings? Male-Specific Venom Peptides in Euscorpius italicus. Int J Mol Sci 2022; 23:ijms231911020. [PMID: 36232328 PMCID: PMC9570025 DOI: 10.3390/ijms231911020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/09/2022] [Accepted: 09/10/2022] [Indexed: 11/16/2022] Open
Abstract
In the animal kingdom, intraspecific variation occurs, for example, between populations, different life stages, and sexes. For venomous animals, this can involve differences in their venom composition. In cases where venom is utilized in the context of mating, the differences in composition might be driven by sexual selection. In this regard, the genus Euscorpius is a promising group for further research, as some of these scorpions exhibit a distinct sexual dimorphism and are known to perform a sexual sting during mating. However, the venom composition of this genus remains largely unexplored. Here, we demonstrate that Euscorpius italicus exhibits a male-specific venom composition, and we identify a large fraction of the substances involved. The sex specificity of venom peptides was first determined by analyzing the presence/absence patterns of ion signals in MALDI-TOF mass spectra of venom samples from both sexes and juveniles. Subsequently, a proteo-transcriptomic analysis provided sequence information on the relevant venom peptides and their corresponding precursors. As a result, we show that several potential toxin precursors are down-regulated in male venom glands, possibly to reduce toxic effects caused to females during the sexual sting. We have identified the precursor of one of the most prominent male-specific venom peptides, which may be an ideal candidate for activity tests in future studies. In addition to the description of male-specific features in the venom of E. italicus, this study also includes a general survey of venom precursors in this species.
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Krämer J, Pohl H, Predel R. Venom collection and analysis in the pseudoscorpion Chelifer cancroides (Pseudoscorpiones: Cheliferidae). Toxicon 2019; 162:15-23. [PMID: 30796931 DOI: 10.1016/j.toxicon.2019.02.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 02/09/2019] [Accepted: 02/13/2019] [Indexed: 11/30/2022]
Abstract
Pseudoscorpions are very small arthropods with almost worldwide distribution. They possess a unique venom delivery system in the chelal hands of their pedipalps that has evolved independently from that of scorpions and spiders. Studies on the venom composition of pseudoscorpions are very rare. Recently, the potential venom composition of the pseudoscorpion Synsphyronus apimelus Harvey, 1987 (Pseudoscorpiones: Garypidae) has been studied by transcriptome analysis. However, a proteome analysis of venom to identify the genuine venom compounds of pseudoscorpions has not yet been performed. In our study, we have developed a non-invasive approach for extracting minute amounts of venom, which for the first time allowed collecting pure venom samples of pseudoscorpions with minimal contaminations and high reproducibility. These experiments first required a morphological investigation of the venom delivery system with a focus on the role of the lamina defensor in the release of venom. Likely, the venom delivery system of pseudoscorpions has a mechanism that prevents the release of venom if the prey is not successfully penetrated by a venom tooth. Electrical stimulation of a gland-containing chelal hand in combination with a mechanical stimulation of the lamina defensor at the base of the venom tooth resulted in an average of 5 nl of collected venom. The utility of the method was then validated by repeated venom extractions and subsequent analysis of the venom composition using MALDI-TOF mass fingerprinting. Subsequent proteomics analysis in combination with transcriptome analyses of chelal hand tissue has identified the first genuine venom compounds of pseudoscorpions with putative antimicrobial peptides. For our experiments, we used the house pseudoscorpion Chelifer cancroides (Linnaeus, 1758) (Pseudoscorpiones: Cheliferidae).
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Affiliation(s)
- Jonas Krämer
- Institute for Zoology, University of Cologne, D-50674, Cologne, Germany.
| | - Hans Pohl
- Institut für Zoologie und Evolutionsforschung, Friedrich-Schiller-Universität Jena, D-07743, Jena, Germany
| | - Reinhard Predel
- Institute for Zoology, University of Cologne, D-50674, Cologne, Germany.
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Ward MJ, Ellsworth SA, Hogan MP, Nystrom GS, Martinez P, Budhdeo A, Zelaya R, Perez A, Powell B, He H, Rokyta DR. Female-biased population divergence in the venom of the Hentz striped scorpion (Centruroides hentzi). Toxicon 2018; 152:137-149. [PMID: 30096334 DOI: 10.1016/j.toxicon.2018.07.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 06/27/2018] [Accepted: 07/31/2018] [Indexed: 11/16/2022]
Abstract
Sex-biased genes are expressed at higher levels in one sex and contribute to phenotypic differences between males and females, as well as overall phenotypic variation within and among populations. Venom has evolved primarily for predation and defense, making venom expression a highly variable phenotype as a result of local adaptation. Several scorpion species have shown both intraspecific and intersexual venom variation, and males have been observed using venom in courtship and mating, suggesting the existence of venom-specific, sex-biased genes that may contribute to population divergence. We used reversed-phase high-performance liquid chromatography (RP-HPLC), Agilent protein bioanalyzer chips, nano-liquid chromatography mass spectrometry (nLC/MS/MS), and median lethal dose (LD50) assays in fruit flies (Drosophila melanogaster) and banded crickets (Gryllodes sigillatus) to investigate proteomic and functional venom variation within and among three Florida populations of the Hentz striped scorpion (Centruroides hentzi). We found significant venom variation among populations, with females, not males, being responsible for this divergence. We also found significant variation in venom expression within populations, with males contributing more to within population variation than females. Our results provide evidence that male and female scorpions experience different natural and sexual selective pressures that have led to the expression of sex-biased venom genes and that these genes may be consequential in population divergence.
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Affiliation(s)
- Micaiah J Ward
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Schyler A Ellsworth
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Michael P Hogan
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Gunnar S Nystrom
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Paul Martinez
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Amisha Budhdeo
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Roxana Zelaya
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Alexander Perez
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Barclay Powell
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Huan He
- Institute of Molecular Biophysics and College of Medicine, Florida State University, Tallahassee, FL, 32306, USA
| | - Darin R Rokyta
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA.
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Intraspecific venom variation in southern African scorpion species of the genera Parabuthus, Uroplectes and Opistophthalmus (Scorpiones: Buthidae, Scorpionidae). Toxicon 2018; 144:83-90. [DOI: 10.1016/j.toxicon.2018.02.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 02/07/2018] [Accepted: 02/11/2018] [Indexed: 11/19/2022]
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Sturm S, Ramesh D, Brockmann A, Neupert S, Predel R. Agatoxin-like peptides in the neuroendocrine system of the honey bee and other insects. J Proteomics 2016; 132:77-84. [DOI: 10.1016/j.jprot.2015.11.021] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Revised: 11/13/2015] [Accepted: 11/21/2015] [Indexed: 02/04/2023]
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