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Riaño-Umbarila L, Olamendi-Portugal T, Romero-Moreno JA, Delgado-Prudencio G, Zamudio FZ, Becerril B, Possani LD. Toxic Peptides from the Mexican Scorpion Centruroides villegasi: Chemical Structure and Evaluation of Recognition by Human Single-Chain Antibodies. Toxins (Basel) 2024; 16:301. [PMID: 39057941 PMCID: PMC11280942 DOI: 10.3390/toxins16070301] [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: 05/31/2024] [Revised: 06/26/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
Alternative recombinant sources of antivenoms have been successfully generated. The application of such strategies requires the characterization of the venoms for the development of specific neutralizing molecules against the toxic components. Five toxic peptides to mammals from the Mexican scorpion Centruroides villegasi were isolated by chromatographic procedures by means of gel filtration on Sephadex G-50, followed by ion-exchange columns on carboxy-methyl-cellulose (CMC) resins and finally purified by high-performance chromatography (HPLC) columns. Their primary structures were determined by Edman degradation. They contain 66 amino acids and are maintained well packed by four disulfide bridges, with molecular mass from 7511.3 to 7750.1 Da. They are all relatively toxic and deadly to mice and show high sequence identity with known peptides that are specific modifiers of the gating mechanisms of Na+ ion channels of type beta-toxin (β-ScTx). They were named Cv1 to Cv5 and used to test their recognition by single-chain variable fragments (scFv) of antibodies, using surface plasmon resonance. Three different scFvs generated in our laboratory (10FG2, HV, LR) were tested for recognizing the various new peptides described here, paving the way for the development of a novel type of scorpion antivenom.
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Affiliation(s)
- Lidia Riaño-Umbarila
- Investigadora por México, CONAHCYT, Mexico City 03940, Mexico;
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - Timoteo Olamendi-Portugal
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - José Alberto Romero-Moreno
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - Gustavo Delgado-Prudencio
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - Fernando Z. Zamudio
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
| | - Lourival D. Possani
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico; (T.O.-P.); (J.A.R.-M.); (G.D.-P.); (F.Z.Z.)
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2
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Olivares-Hernández R, Riaño-Umbarila L, Becerril B, Alagón A, Vázquez-López H. Pharmacokinetic evaluation of a single chain antibody fragment against scorpion toxins in sheep. Toxicon 2024; 242:107691. [PMID: 38522587 DOI: 10.1016/j.toxicon.2024.107691] [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: 10/29/2023] [Revised: 03/04/2024] [Accepted: 03/18/2024] [Indexed: 03/26/2024]
Abstract
A key aspect during the development of antivenoms is the evaluation of the efficiency and security of the therapeutic molecules. In this work, we report the pharmacokinetic analysis of a neutralizing single chain antibody fragment named LR (scFv LR) where three sheep were used as a large animal model. The animals were injected through i.v. route with 2 mg of scFv LR. Blood samples were drawn every minute within the first 15 min, the sampling continues at 20, 25, 30, 45, 60, 90, 120 min, subsequently at 1-h intervals, 3, 4, 5, 6 h, two more samples at 9 and 12 h and, two more samples at 24 and 48 h and finally at one-day intervals during 4 days. scFv LR levels were measured from blood serum and urine samples by an ELISA. The pharmacokinetics of the experimental data was analyzed using the three-exponential kinetics. The value of the fast initial component (τ1=0.409±0.258min) indicated that the scFv is distributed rapidly into the tissues. The mean residence time, MRT, was 45 ± 0.51 min and the clearance (CL), 114.3 ± 14.3 mL/min. From urine samples it was possible to detect significant amounts of scFv LR, which is evidence of renal elimination.
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Affiliation(s)
- Roberto Olivares-Hernández
- Departamento de Procesos y Tecnología, Universidad Autónoma Metropolitana, Unidad Cuajimalpa, Cuajimalpa de Morelos, Ciudad de México, 05348, Mexico
| | - Lidia Riaño-Umbarila
- Investigadora por México, CONAHCYT. Instituto de Biotecnología-Universidad Nacional Autónoma de México, Mexico; Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología-Universidad Nacional Autónoma de México. Avenida Universidad 2001, Colonia Chamilpa, Cuernavaca, Morelos, 62210, Mexico
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología-Universidad Nacional Autónoma de México. Avenida Universidad 2001, Colonia Chamilpa, Cuernavaca, Morelos, 62210, Mexico
| | - Alejandro Alagón
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología-Universidad Nacional Autónoma de México. Avenida Universidad 2001, Colonia Chamilpa, Cuernavaca, Morelos, 62210, Mexico
| | - Hilda Vázquez-López
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología-Universidad Nacional Autónoma de México. Avenida Universidad 2001, Colonia Chamilpa, Cuernavaca, Morelos, 62210, Mexico.
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García-Villalvazo PE, Jiménez-Vargas JM, Lino-López GJ, Meneses EP, Bermúdez-Guzmán MDJ, Barajas-Saucedo CE, Delgado Enciso I, Possani LD, Valdez-Velazquez LL. Unveiling the Protein Components of the Secretory-Venom Gland and Venom of the Scorpion Centruroides possanii (Buthidae) through Omic Technologies. Toxins (Basel) 2023; 15:498. [PMID: 37624255 PMCID: PMC10467079 DOI: 10.3390/toxins15080498] [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: 06/29/2023] [Revised: 07/28/2023] [Accepted: 08/07/2023] [Indexed: 08/26/2023] Open
Abstract
Centruroides possanii is a recently discovered species of "striped scorpion" found in Mexico. Certain species of Centruroides are known to be toxic to mammals, leading to numerous cases of human intoxications in the country. Venom components are thought to possess therapeutic potential and/or biotechnological applications. Hence, obtaining and analyzing the secretory gland transcriptome and venom proteome of C. possanii is relevant, and that is what is described in this communication. Since this is a newly described species, first, its LD50 to mice was determined and estimated to be 659 ng/g mouse weight. Using RNA extracted from this species and preparing their corresponding cDNA fragments, a transcriptome analysis was obtained on a Genome Analyzer (Illumina) using the 76-base pair-end sequencing protocol. Via high-throughput sequencing, 19,158,736 reads were obtained and ensembled in 835,204 sequences. Of them, 28,399 transcripts were annotated with Pfam. A total of 244 complete transcripts were identified in the transcriptome of C. possanii. Of these, 109 sequences showed identity to toxins that act on ion channels, 47 enzymes, 17 protease inhibitors (PINs), 11 defense peptides (HDPs), and 60 in other components. In addition, a sample of the soluble venom obtained from this scorpion was analyzed using an Orbitrap Velos apparatus, which allowed for identification by liquid chromatography followed by mass spectrometry (LC-MS/MS) of 70 peptides and proteins: 23 toxins, 27 enzymes, 6 PINs, 3 HDPs, and 11 other components. Until now, this work has the highest number of scorpion venom components identified through omics technologies. The main novel findings described here were analyzed in comparison with the known data from the literature, and this process permitted some new insights in this field.
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Affiliation(s)
| | - Juana María Jiménez-Vargas
- Facultad de Ciencias Químicas, Universidad de Colima, Colima 28400, Mexico; (P.E.G.-V.); (J.M.J.-V.); (C.E.B.-S.)
- Consejo Nacional de Humanidades, Ciencia y Tecnología (CONAHCYT), Mexico City 03940, Mexico
| | - Gisela Jareth Lino-López
- Centro Nacional de Referencia de Control Biológico, Dirección General de Sanidad Vegetal SENASICASADER, Colima 28110, Mexico;
| | - Erika Patricia Meneses
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico;
| | | | | | | | - Lourival Domingos Possani
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca 62210, Mexico;
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Carrera-Fernández MC, Herrera-Martínez M, Ordaz-Hernández A, Arreaga-González HM. Medicinal plants from Mexico used in the treatment of scorpion sting. Toxicon 2023; 230:107172. [PMID: 37211060 DOI: 10.1016/j.toxicon.2023.107172] [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: 04/03/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 05/23/2023]
Abstract
Scorpion sting envenomation is a major public health in Mexico. Rural communities rarely have antivenoms in the health centers, therefore, the people commonly resort to using medicinal plants to treat the symptoms of envenoming caused by scorpion venom, but this knowledge has not yet been reported in detail. In this review, we carry out a review of the medicinal plants used in Mexico against scorpion stings. PubMed, Google, Science Direct, and the Digital Library of Mexican Traditional Medicine (DLMTM) were used to collect data. The results showed the use of at least 48 medicinal plants distributed in 26 families, where Fabaceae (14.6%), Lamiaceae (10.4%), and Asteraceae (10.4%) have the maximum representation. The application of leaves (32%) was preferred followed by roots (20%), stem (17.3%), flowers (16%), and bark (8%). In addition, the most common method of use to treat scorpion stings is decoction (32.5%). The oral and topical routes of administration have similar percentages of use. In vitro and in vivo studies of Aristolochia elegans, Bouvardia ternifolia, and Mimosa tenuiflora were found, which showed an antagonistic effect on the contraction of the ileum caused by the venom of C. limpidus, likewise, they increased the LD50 of said venom and even B. ternofila showed reduced albumin extravasation. The results of these studies demonstrate the promising use of medicinal plants for future pharmacological applications; nevertheless, validation, bioactive compound isolation and toxicity studies are necessary to support and improve therapeutics.
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Affiliation(s)
- M C Carrera-Fernández
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/I.T. Tepic, Lagos del Country, Tepic 63175, Nayarit, Mexico.
| | - M Herrera-Martínez
- Instituto de Farmacobiología, Universidad de la Cañada, Carretera Teotitlán - San Antonio Nanahuatipán Km 1.7 s/n., Paraje Titlacuatitla, Teotitlán de Flores Magón, Oaxaca, 68540, Mexico.
| | - A Ordaz-Hernández
- Instituto de Farmacobiología, Universidad de la Cañada, Carretera Teotitlán - San Antonio Nanahuatipán Km 1.7 s/n., Paraje Titlacuatitla, Teotitlán de Flores Magón, Oaxaca, 68540, Mexico.
| | - H M Arreaga-González
- Laboratorio de Principios Bioactivos, Instituto de Agroindustrias, Universidad Tecnológica de la Mixteca, Carretera a Acatlima Km 2.5, Huajuapan de León, Oaxaca, 69000, Mexico.
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Alonso Villela SM, Kraïem-Ghezal H, Bouhaouala-Zahar B, Bideaux C, Aceves Lara CA, Fillaudeau L. Production of recombinant scorpion antivenoms in E. coli: current state and perspectives. Appl Microbiol Biotechnol 2023:10.1007/s00253-023-12578-1. [PMID: 37199752 DOI: 10.1007/s00253-023-12578-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 05/05/2023] [Accepted: 05/09/2023] [Indexed: 05/19/2023]
Abstract
Scorpion envenomation is a serious health problem in tropical and subtropical zones. The access to scorpion antivenom is sometimes limited in availability and specificity. The classical production process is cumbersome, from the hyper-immunization of the horses to the IgG digestion and purification of the F(ab)'2 antibody fragments. The production of recombinant antibody fragments in Escherichia coli is a popular trend due to the ability of this microbial host to produce correctly folded proteins. Small recombinant antibody fragments, such as single-chain variable fragments (scFv) and nanobodies (VHH), have been constructed to recognize and neutralize the neurotoxins responsible for the envenomation symptoms in humans. They are the focus of interest of the most recent studies and are proposed as potentially new generation of pharmaceuticals for their use in immunotherapy against scorpion stings of the Buthidae family. This literature review comprises the current status on the scorpion antivenom market and the analyses of cross-reactivity of commercial scorpion anti-serum against non-specific scorpion venoms. Recent studies on the production of new recombinant scFv and nanobodies will be presented, with a focus on the Androctonus and Centruroides scorpion species. Protein engineering-based technology could be the key to obtaining the next generation of therapeutics capable of neutralizing and cross-reacting against several types of scorpion venoms. KEY POINTS: • Commercial antivenoms consist of predominantly purified equine F(ab)'2fragments. • Nanobody-based antivenom can neutralize Androctonus venoms and have a low immunogenicity. • Affinity maturation and directed evolution are used to obtain potent scFv families against Centruroides scorpions.
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Affiliation(s)
| | - Hazar Kraïem-Ghezal
- Laboratoire Des Venins Et Molécules Thérapeutiques, Institut Pasteur de Tunis, Université de Tunis El Manar, 13 Place Pasteur BP74, 1002, Tunis, Tunisia
| | - Balkiss Bouhaouala-Zahar
- Laboratoire Des Venins Et Molécules Thérapeutiques, Institut Pasteur de Tunis, Université de Tunis El Manar, 13 Place Pasteur BP74, 1002, Tunis, Tunisia.
- Faculté de Médecine de Tunis, Université de Tunis El Manar, Tunis, Tunisia.
| | - Carine Bideaux
- TBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France
| | | | - Luc Fillaudeau
- TBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France
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Romero-Moreno JA, Serrano-Posada H, Olamendi-Portugal T, Possani LD, Becerril B, Riaño-Umbarila L. Development of a human antibody fragment cross-neutralizing scorpion toxins. Mol Immunol 2023; 155:165-174. [PMID: 36812764 DOI: 10.1016/j.molimm.2023.02.006] [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: 11/18/2022] [Revised: 02/07/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023]
Abstract
Previously, it was demonstrated that from the single chain fragment variable (scFv) 3F it is possible to generate variants capable of neutralizing the Cn2 and Css2 toxins, as well as their respective venoms (Centruroides noxius and Centruroides suffusus). Despite this success, it has not been easy to modify the recognition of this family of scFvs toward other dangerous scorpion toxins. The analysis of toxin-scFv interactions and in vitro maturation strategies allowed us to propose a new maturation pathway for scFv 3F to broaden recognition toward other Mexican scorpion toxins. From maturation processes against toxins CeII9 from C. elegans and Ct1a from C. tecomanus, the scFv RAS27 was developed. This scFv showed an increased affinity and cross-reactivity for at least 9 different toxins while maintaining recognition for its original target, the Cn2 toxin. In addition, it was confirmed that it can neutralize at least three different toxins. These results constitute an important advance since it was possible to improve the cross-reactivity and neutralizing capacity of the scFv 3F family of antibodies.
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Affiliation(s)
- José Alberto Romero-Moreno
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico
| | - Hugo Serrano-Posada
- Investigador por México, CONACyT-Laboratorio de Biología Sintética, Estructural y Molecular, Laboratorio de Agrobiotecnología, Tecnoparque CLQ, Universidad de Colima, Carretera Los Limones-Loma de Juárez, Colima 28627, Mexico
| | - Timoteo Olamendi-Portugal
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico
| | - Lourival D Possani
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico.
| | - Lidia Riaño-Umbarila
- Investigadora por México, CONACyT-Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico.
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Valencia-Martínez H, Olamendi-Portugal T, Restano-Cassulini R, Serrano-Posada H, Zamudio F, Possani LD, Riaño-Umbarila L, Becerril B. Characterization of Four Medically Important Toxins from Centruroides huichol Scorpion Venom and Its Neutralization by a Single Recombinant Antibody Fragment. Toxins (Basel) 2022; 14:toxins14060369. [PMID: 35737030 PMCID: PMC9227038 DOI: 10.3390/toxins14060369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 05/19/2022] [Accepted: 05/23/2022] [Indexed: 02/01/2023] Open
Abstract
Centruroides huichol scorpion venom is lethal to mammals. Analysis of the venom allowed the characterization of four lethal toxins named Chui2, Chui3, Chui4, and Chui5. scFv 10FG2 recognized well all toxins except Chui5 toxin, therefore a partial neutralization of the venom was observed. Thus, scFv 10FG2 was subjected to three processes of directed evolution and phage display against Chui5 toxin until obtaining scFv HV. Interaction kinetic constants of these scFvs with the toxins were determined by surface plasmon resonance (SPR) as well as thermodynamic parameters of scFv variants bound to Chui5. In silico models allowed to analyze the molecular interactions that favor the increase in affinity. In a rescue trial, scFv HV protected 100% of the mice injected with three lethal doses 50 (LD50) of venom. Moreover, in mix-type neutralization assays, a combination of scFvs HV and 10FG2 protected 100% of mice injected with 5 LD50 of venom with moderate signs of intoxication. The ability of scFv HV to neutralize different toxins is a significant achievement, considering the diversity of the species of Mexican venomous scorpions, so this scFv is a candidate to be part of a recombinant anti-venom against scorpion stings in Mexico.
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Affiliation(s)
- Hugo Valencia-Martínez
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
| | - Timoteo Olamendi-Portugal
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
| | - Rita Restano-Cassulini
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
| | - Hugo Serrano-Posada
- Investigador por México, CONACyT-Laboratorio de Biología Sintética, Estructural y Molecular, Laboratorio de Agrobiotecnología-Tecnoparque CLQ, Universidad de Colima, Carretera Los Limones-Loma de Juárez, Colima 28627, Mexico;
| | - Fernando Zamudio
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
| | - Lourival D. Possani
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
| | - Lidia Riaño-Umbarila
- Investigadora por México, CONACyT-Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico
- Correspondence: (L.R.-U.); (B.B.); Tel.: +52-(777)-329-1669 (B.B.)
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Mexico; (H.V.-M.); (T.O.-P.); (R.R.-C.); (F.Z.); (L.D.P.)
- Correspondence: (L.R.-U.); (B.B.); Tel.: +52-(777)-329-1669 (B.B.)
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Dong S, He K, Guan L, Shi Q, Wu J, Feng J, Yang W, Shi X. Construction and Characterization of a Single-Chain Variable Fragment (scFv) for the Detection of Cry1Ab and Cry1Ac Toxins from the Anti-Cry1Ab Monoclonal Antibody. FOOD ANAL METHOD 2022. [DOI: 10.1007/s12161-021-02223-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Riaño-Umbarila L, Romero-Moreno JA, Ledezma-Candanoza LM, Olamendi-Portugal T, Possani LD, Becerril B. Full Neutralization of Centruroidessculpturatus Scorpion Venom by Combining Two Human Antibody Fragments. Toxins (Basel) 2021; 13:toxins13100708. [PMID: 34679001 PMCID: PMC8540208 DOI: 10.3390/toxins13100708] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/01/2021] [Accepted: 10/03/2021] [Indexed: 11/16/2022] Open
Abstract
A fundamental issue of the characterization of single-chain variable fragments (scFvs), capable of neutralizing scorpion toxins, is their cross-neutralizing ability. This aspect is very important in Mexico because all scorpions dangerous to humans belong to the Centruroides genus, where toxin sequences show high identity. Among toxin-neutralizing antibodies that were generated in a previous study, scFv 10FG2 showed a broad cross-reactivity against several Centruroides toxins, while the one of scFv LR is more limited. Both neutralizing scFvs recognize independent epitopes of the toxins. In the present work, the neutralization capacity of these two scFvs against two medically important toxins of the venom of Centruroides sculpturatus Ewing was evaluated. The results showed that these toxins are recognized by both scFvs with affinities between 1.8 × 10-9 and 6.1 × 10-11 M. For this reason, their ability to neutralize the venom was evaluated in mice, where scFv 10FG2 showed a better protective capacity. A combination of both scFvs at a molar ratio of 1:5:5 (toxins: scFv 10FG2: scFv LR) neutralized the venom without the appearance of any signs of intoxication. These results indicate a complementary activity of these two scFvs during venom neutralization.
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Affiliation(s)
- Lidia Riaño-Umbarila
- CONACYT, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico;
| | - José Alberto Romero-Moreno
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico; (J.A.R.-M.); (L.M.L.-C.); (T.O.-P.); (L.D.P.)
| | - Luis M. Ledezma-Candanoza
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico; (J.A.R.-M.); (L.M.L.-C.); (T.O.-P.); (L.D.P.)
| | - Timoteo Olamendi-Portugal
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico; (J.A.R.-M.); (L.M.L.-C.); (T.O.-P.); (L.D.P.)
| | - Lourival D. Possani
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico; (J.A.R.-M.); (L.M.L.-C.); (T.O.-P.); (L.D.P.)
| | - Baltazar Becerril
- Instituto de Biotecnología, Departamento de Medicina Molecular y Bioprocesos, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca 62250, Morelos, Mexico
- Correspondence:
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Fernández-Taboada G, Riaño-Umbarila L, Olvera-Rodríguez A, Gómez-Ramírez IV, Losoya-Uribe LF, Becerril B. The venom of the scorpion Centruroides limpidus, which causes the highest number of stings in Mexico, is neutralized by two recombinant antibody fragments. Mol Immunol 2021; 137:247-255. [PMID: 34298407 DOI: 10.1016/j.molimm.2021.07.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 07/05/2021] [Accepted: 07/12/2021] [Indexed: 12/12/2022]
Abstract
Phage display and directed evolution have made it possible to generate recombinant antibodies in the format of single chain variable fragments (scFvs) capable of neutralizing different toxins and venoms of Mexican scorpions. Despite having managed to neutralize a significant number of venoms, some others have not yet been completely neutralized, due to the diversity of the toxic components present in them. An example is the venom of the scorpion Centruroides limpidus, which contains three toxins of medical importance, called Cll1, Cll2 and Cl13. The first two are neutralized by scFv 10FG2, while Cl13, due to its sequence divergence, was not even recognized. For this reason, the aim of the present work was the generation of a new scFv capable of neutralizing Cl13 toxin and thereby helping to neutralize the whole venom of this scorpion. By hybridoma technology, a monoclonal antibody (mAb B7) was generated, which was able to recognize and partially neutralize Cl13 toxin. From mAb B7, its scFv format was obtained, named scFv B7 and subjected to three cycles of directed evolution. At the end of these processes, scFv 11F which neutralized Cl13 toxin was obtained. This scFv, administered in conjunction with scFv 10FG2, allowed to fully neutralize the whole venom of Centruroides limpidus scorpion.
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Affiliation(s)
- Guillermo Fernández-Taboada
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
| | - Lidia Riaño-Umbarila
- Cátedra CONACYT, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
| | - Alejandro Olvera-Rodríguez
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
| | - Ilse Viridiana Gómez-Ramírez
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
| | - Luis Fernando Losoya-Uribe
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos, 62250, Mexico.
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11
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López-Giraldo AE, Olamendi-Portugal T, Riaño-Umbarila L, Becerril B, Possani LD, Delepierre M, del Río-Portilla F. The three-dimensional structure of the toxic peptide Cl13 from the scorpion Centruroides limpidus. Toxicon 2020; 184:158-166. [DOI: 10.1016/j.toxicon.2020.06.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 06/09/2020] [Accepted: 06/15/2020] [Indexed: 12/27/2022]
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12
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Gómez-Ramírez IV, Riaño-Umbarila L, Olamendi-Portugal T, Restano-Cassulini R, Possani LD, Becerril B. Biochemical, electrophysiological and immunological characterization of the venom from Centruroides baergi, a new scorpion species of medical importance in Mexico. Toxicon 2020; 184:10-18. [DOI: 10.1016/j.toxicon.2020.05.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 05/14/2020] [Accepted: 05/25/2020] [Indexed: 12/26/2022]
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13
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Liu CC, Chou YS, Chen CY, Liu KL, Huang GJ, Yu JS, Wu CJ, Liaw GW, Hsieh CH, Chen CK. Pathogenesis of local necrosis induced by Naja atra venom: Assessment of the neutralization ability of Taiwanese freeze-dried neurotoxic antivenom in animal models. PLoS Negl Trop Dis 2020; 14:e0008054. [PMID: 32032357 PMCID: PMC7032728 DOI: 10.1371/journal.pntd.0008054] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 02/20/2020] [Accepted: 01/14/2020] [Indexed: 02/07/2023] Open
Abstract
Naja atra envenomation is one of the most significant clinical snakebite concerns in Taiwan. Taiwanese freeze-dried neurotoxic antivenom (FNAV) is currently used clinically for the treatment of cobra snakebite, and has been shown to limit the mortality of cobra envenomation to less than 1%. However, more than half of victims (60%) require surgery because of local tissue necrosis, a major problem in patients with cobra envenomation. Although the importance of evaluating the neutralizing effect of FNAV on this pathology is recognized, whether FNAV is able to prevent the local necrosis extension induced by N. atra venom has not been investigated in detail. Cytotoxins (CTXs) are considered as the major components of N. atra venom that cause necrosis. In the current study, we isolated CTXs from whole cobra venom and used both whole venom and purified CTXs to develop animal models for assessing the neutralization potential of FNAV against venom necrotizing activity. Local necrotic lesions were successfully produced in mice using CTXs in place of whole N. atra venom. FNAV was able to rescue mice from a subcutaneously injected lethal dose of cobra venom; however, it was unable to prevent CTX-induced dermo-necrosis. Furthermore, using the minimal necrosis dose (MND) of CTXs and venom proteome data, we found a dose of whole N. atra venom suitable for FNAV and developed a workable protocol for inducing local necrosis in rodent models that successfully imitated the clinical circumstance of cobra envenoming. This information provides a more comprehensive understanding of the pathophysiology of N. atra envenomation, and serves as a guide for improving current antivenom strategies and advancing clinical snakebite management in Taiwan. Naja atra envenomation is an important public health issue in Taiwan. Although the mortality rate of cobra snakebite is controlled using antivenom, more than half of victims develop symptoms of local necrosis and require surgical intervention. Whether the Taiwanese freeze-dried neurotoxic antivenom (FNAV) currently in clinical use is able to prevent the local necrosis extension induced by N. atra venom is still unclear. In this study, we developed a dermo-necrosis animal model using purified cytotoxins (CTXs), the major necrosis-related proteins from N. atra venom. We found that FNAV was able to neutralize the lethality of whole cobra venom, but was unable to neutralize the necrosis induced by CTXs in vivo. This finding introduced an example that supplementary quality control assays may be necessary to determine the effectiveness of antivenoms in neutralizing specific pathology induced by the venom; only evaluating the rodent lethality prevention is insufficient. Our results provide insights that should help improve current antivenoms and advance cobra snakebite management in Taiwan.
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Affiliation(s)
- Chien-Chun Liu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Shao Chou
- Department of Emergency Medicine, En Chu Kong Hospital, New Taipei City, Taiwan
| | - Chun-Yu Chen
- Department of Emergency Medicine, En Chu Kong Hospital, New Taipei City, Taiwan
| | - Kuei-Lin Liu
- Faculty of Biotechnology and Laboratory Science in Medicine, School of Medical Technology and Engineering, National Yang-Ming University, Taipei, Taiwan
| | - Guo-Jen Huang
- Department and Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jau-Song Yu
- Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Department of Cell and Molecular Biology, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan
- Research Center for Food and Cosmetic Safety, Research Center for Chinese Herbal Medicine, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan
| | - Cho-Ju Wu
- Department of Emergency Medicine, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Geng-Wang Liaw
- Department of Emergency Medicine, Yeezen General Hospital, Taoyuan, Taiwan
| | - Cheng-Hsien Hsieh
- Department of Emergency Medicine, En Chu Kong Hospital, New Taipei City, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- * E-mail: (CHH); (CKC)
| | - Chun-Kuei Chen
- Department of Emergency Medicine, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
- * E-mail: (CHH); (CKC)
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14
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Riaño-Umbarila L, Gómez-Ramírez IV, Ledezma-Candanoza LM, Olamendi-Portugal T, Rodríguez-Rodríguez ER, Fernández-Taboada G, Possani LD, Becerril B. Generation of a Broadly Cross-Neutralizing Antibody Fragment against Several Mexican Scorpion Venoms. Toxins (Basel) 2019; 11:toxins11010032. [PMID: 30634620 PMCID: PMC6356842 DOI: 10.3390/toxins11010032] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 01/03/2019] [Accepted: 01/03/2019] [Indexed: 12/19/2022] Open
Abstract
The recombinant antibody fragments generated against the toxic components of scorpion venoms are considered a promising alternative for obtaining new antivenoms for therapy. Using directed evolution and site-directed mutagenesis, it was possible to generate a human single-chain antibody fragment with a broad cross-reactivity that retained recognition for its original antigen. This variant is the first antibody fragment that neutralizes the effect of an estimated 13 neurotoxins present in the venom of nine species of Mexican scorpions. This single antibody fragment showed the properties of a polyvalent antivenom. These results represent a significant advance in the development of new antivenoms against scorpion stings, since the number of components would be minimized due to their broad cross-neutralization capacity, while at the same time bypassing animal immunization.
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Affiliation(s)
- Lidia Riaño-Umbarila
- CONACYT, Instituto de Biotecnología-Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Ilse V Gómez-Ramírez
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Luis M Ledezma-Candanoza
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Timoteo Olamendi-Portugal
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Everardo Remi Rodríguez-Rodríguez
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Guillermo Fernández-Taboada
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Lourival D Possani
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
| | - Baltazar Becerril
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, UNAM, Apartado Postal 510-3, Cuernavaca, Morelos 62250, Mexico.
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15
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16
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Updating knowledge on new medically important scorpion species in Mexico. Toxicon 2017; 138:130-137. [DOI: 10.1016/j.toxicon.2017.08.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 08/18/2017] [Accepted: 08/24/2017] [Indexed: 01/01/2023]
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17
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Restano-Cassulini R, Garcia W, Paniagua-Solís JF, Possani LD. Antivenom Evaluation by Electrophysiological Analysis. Toxins (Basel) 2017; 9:E74. [PMID: 28241514 PMCID: PMC5371829 DOI: 10.3390/toxins9030074] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 02/21/2017] [Accepted: 02/21/2017] [Indexed: 12/17/2022] Open
Abstract
Scorpion stings on humans are medically relevant because they may contain toxins that specifically target ion channels. During antivenom production, pharmaceutical companies must use a large number of experimental animals to ensure the antivenom's efficacy according to pharmacopeia methods. Here we present an electrophysiological alternative for the evaluation of horse antivenoms produced against two species of Moroccan scorpions: Buthus mardochei and Androctonus mauretanicus. Human sodium and potassium channels and acetylcholine nicotinic receptors were analyzed by standard patch-clamp techniques. The results showed that the antivenom is capable of reversing ion current disruption caused by the venom application. We propose the use of this in vitro technique for antivenom evaluation as an alternative to using a large number of live animals.
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Affiliation(s)
- Rita Restano-Cassulini
- Instituto de Biotecnologia, National Autonomous University of México, Av. Univeresidad 2001, Col. Chamilpa, Cuernavaca 62210, Morelos, Mexico.
| | - Walter Garcia
- Instituto Bioclón S.A. de C.V., Calle Miguel Laurent 427, Del. Benito Juarez, Ciudad de México 03100, Mexico.
| | - Jorge F Paniagua-Solís
- Laboratorios Silanes, S.A. de C.V., Amores 1304, Colonia del Valle, Ciudad de México 03100, Mexico.
| | - Lourival D Possani
- Instituto de Biotecnologia, National Autonomous University of México, Av. Univeresidad 2001, Col. Chamilpa, Cuernavaca 62210, Morelos, Mexico.
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18
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Olamendi-Portugal T, Restano-Cassulini R, Riaño-Umbarila L, Becerril B, Possani LD. Functional and immuno-reactive characterization of a previously undescribed peptide from the venom of the scorpion Centruroides limpidus. Peptides 2017; 87:34-40. [PMID: 27871874 DOI: 10.1016/j.peptides.2016.11.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 11/11/2016] [Accepted: 11/14/2016] [Indexed: 11/23/2022]
Abstract
A previously undescribed toxic peptide named Cl13 was purified from the venom of the Mexican scorpion Centruroides limpidus. It contains 66 amino acid residues, including four disulfide bonds. The physiological effects assayed in 7 different subtypes of voltage gated Na+-channels, showed that it belongs to the β-scorpion toxin type. The most notorious effects were observed in subtypes Nav1.4, Nav1.5 and Nav1.6. Although having important sequence similarities with two other lethal toxins from this scorpion species (Cll1m and Cll2), the recently developed single chain antibody fragments (scFv) of human origin were not capable of protecting against Cl13. At the amino acid sequence level, in 3 stretches of peptide Cl13 (positions 7-9, 30-38 and 62-66) some differences with respect to other similar toxins are observed. Some of these differences coincide with contact points with the human antibody fragments.
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Affiliation(s)
- Timoteo Olamendi-Portugal
- Departamento de Medicina Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Avenida Universidad, 2001, Apartado Postal 510.3 Cuernavaca, Morelos, 62210, Mexico
| | - Rita Restano-Cassulini
- Departamento de Medicina Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Avenida Universidad, 2001, Apartado Postal 510.3 Cuernavaca, Morelos, 62210, Mexico
| | - Lidia Riaño-Umbarila
- CONACYT, Instituto de Biotecnología,Universidad Nacional Autónoma de México, Mexico
| | - Baltazar Becerril
- Departamento de Medicina Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Avenida Universidad, 2001, Apartado Postal 510.3 Cuernavaca, Morelos, 62210, Mexico
| | - Lourival D Possani
- Departamento de Medicina Molecular, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Avenida Universidad, 2001, Apartado Postal 510.3 Cuernavaca, Morelos, 62210, Mexico.
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19
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Rodríguez-Rodríguez ER, Olamendi-Portugal T, Serrano-Posada H, Arredondo-López JN, Gómez-Ramírez I, Fernández-Taboada G, Possani LD, Anguiano-Vega GA, Riaño-Umbarila L, Becerril B. Broadening the neutralizing capacity of a family of antibody fragments against different toxins from Mexican scorpions. Toxicon 2016; 119:52-63. [DOI: 10.1016/j.toxicon.2016.05.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 05/12/2016] [Accepted: 05/18/2016] [Indexed: 10/21/2022]
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20
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Laustsen AH, Solà M, Jappe EC, Oscoz S, Lauridsen LP, Engmark M. Biotechnological Trends in Spider and Scorpion Antivenom Development. Toxins (Basel) 2016; 8:E226. [PMID: 27455327 PMCID: PMC4999844 DOI: 10.3390/toxins8080226] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 06/19/2016] [Accepted: 07/13/2016] [Indexed: 12/28/2022] Open
Abstract
Spiders and scorpions are notorious for their fearful dispositions and their ability to inject venom into prey and predators, causing symptoms such as necrosis, paralysis, and excruciating pain. Information on venom composition and the toxins present in these species is growing due to an interest in using bioactive toxins from spiders and scorpions for drug discovery purposes and for solving crystal structures of membrane-embedded receptors. Additionally, the identification and isolation of a myriad of spider and scorpion toxins has allowed research within next generation antivenoms to progress at an increasingly faster pace. In this review, the current knowledge of spider and scorpion venoms is presented, followed by a discussion of all published biotechnological efforts within development of spider and scorpion antitoxins based on small molecules, antibodies and fragments thereof, and next generation immunization strategies. The increasing number of discovery and development efforts within this field may point towards an upcoming transition from serum-based antivenoms towards therapeutic solutions based on modern biotechnology.
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Affiliation(s)
- Andreas Hougaard Laustsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, DK-2100 Copenhagen East, Denmark.
| | - Mireia Solà
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
| | - Emma Christine Jappe
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
| | - Saioa Oscoz
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
| | - Line Præst Lauridsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
| | - Mikael Engmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
- Department of Bio and Health Informatics, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
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