Is it possible to use venom molecular mass fingerprint for taxonomical identification of scorpions from Morocco?

 

Correct identification of scorpions is important and especially in regions and countries where there are several species that can cause serious envenomations. Boujemaa Ajdi and co-workers have recently published an article investigating whether venom molecular mass fingerprint can be used to identify scorpions in Morocco. 

I must admit that this paper is a little over my head but the main conclusions seem to be that this method seems to be a reliable tool for the taxonomic identification of scorpions from Morocco. In addition, molecular mass fingerprints of scorpion venoms contain sufficient molecular variations to differentiate scorpion species. The method seems to be promising for rapid molecular identification of scorpions in the future. See paper for more details.

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.

Reference:
Ajdi B, El Hidan MA, El Asbahani A, Bocquet M, Hamza MA, M'Barka E, et al. Taxonomic identification of Morocco scorpions using MALDI-MS fingerprints of venom proteomes and computational modeling. J Proteomics. 2024:105321. [Subscription required for full text]