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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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Ajdi B, El Asbahani A, El Hidan MA, Bocquet M, Falconnet L, Ait Hamza M, Elmourid A, Touloun O, Boubaker H, Bulet P. Molecular diversity assessed by MALDI mass spectrometry of two scorpion species venom from two different locations in Morocco. Toxicon 2024; 238:107562. [PMID: 38103799 DOI: 10.1016/j.toxicon.2023.107562] [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: 08/28/2023] [Revised: 11/26/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
Scorpion venom is a cocktail of molecules whose composition is remarkably plastic, controlled by several factors. The Moroccan scorpion fauna is characterized by its richness and high rate of endemism and the venom molecular variability of many species is not yet well characterized. The aim of the present study was to highlight the molecular variability of the venom composition of Androctonus amoreuxi and Buthacus stockmanni (endemic species), both belonging to the Buthidae family, collected from two Moroccan regions, Zagora and Tan-tan. Characterization of the molecular mass fingerprints (MFPs) of each specimen was performed by Matrix-assisted laser desorption ionization-mass spectrometry (MALDI-MS) using a sandwich (Sand) and a dried-droplet (DD) sample preparation and dilutions. Considering these two methods, a total of 828 ion signals were detected, and Sand method produced more adducts (56%) than DD (44%). We observed interspecific variations in the venom composition between these two species showing they share 235 ion signals, while 226 and 367 are specific for these two species, respectively. Moreover, B. stockmanni specimens showed a clear difference in their MFPs between the two geographical areas studied, suggesting intraspecific variations. Moreover, specimens from each population also show an intraspecific variability. In addition, for the same individual, a variation in the venom composition was also recorded depending on the milking frequency. Our results confirmed the presence of characteristic components in each extracted venom sample. In conclusion, MFPs assessed by MALDI-MS represent a fast, non-supervised, sensitive, reliable and cost-efficient approach for taxonomic identification and molecular variability characterization. This study undoubtedly represents a step forward for understanding the scorpion venom plasticity, intra/inter variations, and their temporal and geographical variability.
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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.
| | - Abdelhafed El Asbahani
- Applied Chemistry and Environment Laboratory, Team of Bio-organic Chemistry and Natural Substances, Faculty of Sciences, University of Ibn Zohr, Agadir, Morocco.
| | - Moulay Abdelmonaim El Hidan
- Laboratory of Biotechnology and Valorization of Natural Resources, Faculty of Applied Sciences, Ibn Zohr University, 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 Applied Sciences, Ibn Zohr University, Agadir, Morocco.
| | - Abdessamad Elmourid
- Polyvalent Team in Research and Development (EPVRD), Department of Biology & Geology, Polydisciplinary Faculty, Sultan Moulay Slimane University, Beni Mellal, 23030, Morocco.
| | - Oulaid Touloun
- Polyvalent Team in Research and Development (EPVRD), Department of Biology & Geology, Polydisciplinary Faculty, Sultan Moulay Slimane University, 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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Nath S, Mukherjee AK. Ethnomedicines for the treatment of scorpion stings: A perspective study. JOURNAL OF ETHNOPHARMACOLOGY 2023; 305:116078. [PMID: 36567038 DOI: 10.1016/j.jep.2022.116078] [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: 09/30/2022] [Revised: 12/14/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Scorpion sting is a public health concern with limited clinical symptomatic treatment. The clinical treatment uses anti-scorpion antivenom and prazosin (α-adrenergic inhibitor), often in combination with insulin, to reduce scorpion venom-induced hyperglycemia and other complications. However, these therapies also possess some limitations, necessitating urgent exploration of ethnomedicines, mainly traditional medicinal plants, to treat scorpion stings. Unfortunately, several conventional treatments are not scientifically validated, thus raising questions about their quality and utility. Therefore, pharmacological re-assessment of such medicinal plants to alleviate scorpion stings' complications is essential. AIM OF THE STUDY The principal objectives of this study are to provide a brief overview of medically important scorpions of the world, outline the extant traditional practices, and comprehensively review plants used in conventional ethnic medicines to treat scorpion stings over time. Modern technological advances in identifying and characterizing plant bioactive molecules are also mentioned in this review. MATERIALS AND METHODS The traditionally used medicinal plants against scorpion stings were reviewed from the available literature in the database. The Plant List (http://www.theplantlist.org/) was used to validate the scientific names of the plants mentioned in this study. The search targeted literature on conventional treatments and crude plant extracts or their bioactive components with proven neutralization capacity against scorpion stings. Search words used were 'scorpion sting,' 'treatment for a scorpion sting,' 'antivenom and scorpion sting,' 'traditional treatment for scorpion stings, and 'natural compounds against scorpion stings'. RESULTS A list of more than 200 medicinal plants traditionally used in several countries for treating scorpion stings is presented in this review. Though some myth-based remedies are practiced to treat scorpion stings, no empirical evidence exists to validate this aspect of traditional knowledge. Only 38 traditional medicinal plant extracts have been tested under in-vivo and in-vitro conditions to determine their neutralization potency of scorpion envenomation. Although a few bioactive plant constituents showing scorpion venom neutralization potency have been characterized, they are not yet commercially available for clinical application. CONCLUSIONS There is tremendous potential locked in medicinal plants' traditional knowledge for scorpion envenomation treatment. Translating this knowledge into the clinical application will require pharmacological reassessment, in tandem with isolation and characterization of active compounds to prove their prophylactic prowess. Almost equally important would be the formulation of stringent strategies to conserve such medicinal plants from overexploitation.
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Affiliation(s)
- Susmita Nath
- Division of Life Sciences, Institute of Advanced Study in Science and Technology, Vigyan Path, Paschim Boragaon, Garchuk, Guwahati, 781035, Assam, India; Academy of Scientific and Innovative Research (AcSIR), Gaziabad, India.
| | - Ashis K Mukherjee
- Division of Life Sciences, Institute of Advanced Study in Science and Technology, Vigyan Path, Paschim Boragaon, Garchuk, Guwahati, 781035, Assam, India; On Deputation from Tezpur University, Tezpur, Assam, India.
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The Enzymatic Core of Scorpion Venoms. Toxins (Basel) 2022; 14:toxins14040248. [PMID: 35448857 PMCID: PMC9030722 DOI: 10.3390/toxins14040248] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/16/2022] [Accepted: 03/26/2022] [Indexed: 12/11/2022] Open
Abstract
Enzymes are an integral part of animal venoms. Unlike snakes, in which enzymes play a primary role in envenomation, in scorpions, their function appears to be ancillary in most species. Due to this, studies on the diversity of scorpion venom components have focused primarily on the peptides responsible for envenomation (toxins) and a few others (e.g., antimicrobials), while enzymes have been overlooked. In this work, a comprehensive study on enzyme diversity in scorpion venoms was performed by transcriptomic and proteomic techniques. Enzymes of 63 different EC types were found, belonging to 330 orthogroups. Of them, 24 ECs conform the scorpion venom enzymatic core, since they were determined to be present in all the studied scorpion species. Transferases and lyases are reported for the first time. Novel enzymes, which can play different roles in the venom, including direct toxicity, as venom spreading factors, activators of venom components, venom preservatives, or in prey pre-digestion, were described and annotated. The expression profile for transcripts coding for venom enzymes was analyzed, and shown to be similar among the studied species, while being significantly different from their expression pattern outside the telson.
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