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Balchan NR, Smith CF, Mackessy SP. A plethora of rodents: Rattlesnake predators generate unanticipated patterns of venom resistance in a grassland ecosystem. Toxicon X 2024; 21:100179. [PMID: 38144228 PMCID: PMC10746501 DOI: 10.1016/j.toxcx.2023.100179] [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: 08/22/2023] [Revised: 11/05/2023] [Accepted: 11/20/2023] [Indexed: 12/26/2023] Open
Abstract
Predation has the potential to impart strong selective pressures on organisms within their environments, resulting in adaptive changes in prey that minimize risk of predation. Pressures from venomous snakes present an exceptional challenge to prey, as venom represents a unique chemical arsenal evolutionarily tailored to incapacitate prey. In response, venom resistance has been detected in various snake prey species, and to varying degrees. This study analyzes venom resistance in an eastern Colorado grassland habitat, where the Prairie Rattlesnake (Crotalus viridis) and Desert Massasauga Rattlesnake (Sistrurus tergeminus edwardsii) co-occur with a suite of grassland rodents. We test for venom resistance across rodent and snake pairings using two geographically distant field sites to determine the role of 1) predation pressure and trophic ecology, and 2) sympatric and allopatric patterns of venom resistance. Resistance was measured using serum-based metalloproteinase inhibition assays to determine potential inhibition of proteolytic activity, augmented by median lethal dose (LD50) assays on rodent species to assess toxicity of crude venoms. Resistance is present in several rodent species, with strong resistance present in populations of Eastern Woodrat (Neotoma floridana), Ord's Kangaroo Rat (Dipodomys ordii), and Northern Grasshopper Mouse (Onychomys leucogaster). Resistance is less developed in other species, including the House Mouse (Mus musculus) and Plains Pocket Mouse (Perognathus flavescens). An unexpected differential is present, where Lincoln County Kangaroo Rats are highly resistant to venom of co-occurring Prairie Rattlesnakes yet are sensitive to an allopatric population of Prairie Rattlesnakes in Weld County. Lincoln Co. Northern Grasshopper Mice also demonstrate extremely elevated resistance to Weld Co. Prairie Rattlesnake venoms, and they may possess resistance mechanisms for myotoxin a, an abundant component of Weld Co. C. v viridis venoms. This study illustrates the complexity of venom resistance in biological communities that can exist when incorporating multiple species interactions. Future studies aimed at characterizing resistance mechanisms at the molecular level will provide a more detailed physiological context for understanding mechanisms by which resistance to venoms occurs.
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Affiliation(s)
- Neil R. Balchan
- Department of Biological Sciences, University of Northern Colorado, Greeley, CO, 80639, USA
- Department of Integrative Biology, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Cara F. Smith
- Department of Biological Sciences, University of Northern Colorado, Greeley, CO, 80639, USA
- Department of Biochemistry and Molecular Genetics, 12801 East 17th Avenue, University of Colorado Denver, Aurora, CO, 80045, USA
| | - Stephen P. Mackessy
- Department of Biological Sciences, University of Northern Colorado, Greeley, CO, 80639, USA
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2
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Phan P, Deshwal A, McMahon TA, Slikas M, Andrews E, Becker B, Kumar TKS. A Review of Rattlesnake Venoms. Toxins (Basel) 2023; 16:2. [PMID: 38276526 PMCID: PMC10818703 DOI: 10.3390/toxins16010002] [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: 11/01/2023] [Revised: 12/08/2023] [Accepted: 12/12/2023] [Indexed: 01/27/2024] Open
Abstract
Venom components are invaluable in biomedical research owing to their specificity and potency. Many of these components exist in two genera of rattlesnakes, Crotalus and Sistrurus, with high toxicity and proteolytic activity variation. This review focuses on venom components within rattlesnakes, and offers a comparison and itemized list of factors dictating venom composition, as well as presenting their known characteristics, activities, and significant applications in biosciences. There are 64 families and subfamilies of proteins present in Crotalus and Sistrurus venom. Snake venom serine proteases (SVSP), snake venom metalloproteases (SVMP), and phospholipases A2 (PLA2) are the standard components in Crotalus and Sistrurus venom. Through this review, we highlight gaps in the knowledge of rattlesnake venom; there needs to be more information on the venom composition of three Crotalus species and one Sistrurus subspecies. We discuss the activity and importance of both major and minor components in biomedical research and drug development.
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Affiliation(s)
- Phuc Phan
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, AR 72701, USA;
| | - Anant Deshwal
- Department of Biology, Bradley University, Peoria, IL 61625, USA; (T.A.M.); (M.S.); (E.A.)
| | - Tyler Anthony McMahon
- Department of Biology, Bradley University, Peoria, IL 61625, USA; (T.A.M.); (M.S.); (E.A.)
| | - Matthew Slikas
- Department of Biology, Bradley University, Peoria, IL 61625, USA; (T.A.M.); (M.S.); (E.A.)
| | - Elodie Andrews
- Department of Biology, Bradley University, Peoria, IL 61625, USA; (T.A.M.); (M.S.); (E.A.)
| | - Brian Becker
- Department of Biological Sciences, University of Arkansas, Fayetteville, AR 72701, USA;
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3
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Smith CF, Nikolakis ZL, Ivey K, Perry BW, Schield DR, Balchan NR, Parker J, Hansen KC, Saviola AJ, Castoe TA, Mackessy SP. Snakes on a plain: biotic and abiotic factors determine venom compositional variation in a wide-ranging generalist rattlesnake. BMC Biol 2023; 21:136. [PMID: 37280596 DOI: 10.1186/s12915-023-01626-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 05/12/2023] [Indexed: 06/08/2023] Open
Abstract
BACKGROUND Snake venoms are trophic adaptations that represent an ideal model to examine the evolutionary factors that shape polymorphic traits under strong natural selection. Venom compositional variation is substantial within and among venomous snake species. However, the forces shaping this phenotypic complexity, as well as the potential integrated roles of biotic and abiotic factors, have received little attention. Here, we investigate geographic variation in venom composition in a wide-ranging rattlesnake (Crotalus viridis viridis) and contextualize this variation by investigating dietary, phylogenetic, and environmental variables that covary with venom. RESULTS Using shotgun proteomics, venom biochemical profiling, and lethality assays, we identify 2 distinct divergent phenotypes that characterize major axes of venom variation in this species: a myotoxin-rich phenotype and a snake venom metalloprotease (SVMP)-rich phenotype. We find that dietary availability and temperature-related abiotic factors are correlated with geographic trends in venom composition. CONCLUSIONS Our findings highlight the potential for snake venoms to vary extensively within species, for this variation to be driven by biotic and abiotic factors, and for the importance of integrating biotic and abiotic variation for understanding complex trait evolution. Links between venom variation and variation in biotic and abiotic factors indicate that venom variation likely results from substantial geographic variation in selection regimes that determine the efficacy of venom phenotypes across populations and snake species. Our results highlight the cascading influence of abiotic factors on biotic factors that ultimately shape venom phenotype, providing evidence for a central role of local selection as a key driver of venom variation.
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Affiliation(s)
- Cara F Smith
- Department of Biological Sciences, University of Northern Colorado, 501 20th Street, Greeley, CO, 80639, USA
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, 12801 East 17th Avenue, Aurora, CO, 80045, USA
| | - Zachary L Nikolakis
- Department of Biology, University of Texas at Arlington, 501 S. Nedderman Drive, Arlington, TX, 76019, USA
| | - Kathleen Ivey
- Department of Biology, University of Texas at Arlington, 501 S. Nedderman Drive, Arlington, TX, 76019, USA
| | - Blair W Perry
- Department of Biology, University of Texas at Arlington, 501 S. Nedderman Drive, Arlington, TX, 76019, USA
| | - Drew R Schield
- Department of Biology, University of Texas at Arlington, 501 S. Nedderman Drive, Arlington, TX, 76019, USA
- Current address: Department of Ecology & Evolutionary Biology, University of Colorado, 1900 Pleasant Street, Boulder, CO, 80309, USA
| | - Neil R Balchan
- Department of Biological Sciences, University of Northern Colorado, 501 20th Street, Greeley, CO, 80639, USA
| | - Joshua Parker
- Fresno City College, 1101 E. University Avenue, Fresno, CA, 93741, USA
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, 12801 East 17th Avenue, Aurora, CO, 80045, USA
| | - Anthony J Saviola
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver, 12801 East 17th Avenue, Aurora, CO, 80045, USA
| | - Todd A Castoe
- Department of Biology, University of Texas at Arlington, 501 S. Nedderman Drive, Arlington, TX, 76019, USA
| | - Stephen P Mackessy
- Department of Biological Sciences, University of Northern Colorado, 501 20th Street, Greeley, CO, 80639, USA.
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4
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Bibliometric Analysis of Literature in Snake Venom-Related Research Worldwide (1933–2022). Animals (Basel) 2022; 12:ani12162058. [PMID: 36009648 PMCID: PMC9405337 DOI: 10.3390/ani12162058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/03/2022] [Accepted: 08/09/2022] [Indexed: 11/29/2022] Open
Abstract
Simple Summary Around the world, snake envenomation poses a serious health risk. Proteins with pharmacological effects are present in snake venom. Recent studies elaborate snake venom and its potential application, including as a cancer drug and antibacterial substances. Our study aimed to analyze the global profile of the literature in snake venom research from documents indexed in the Scopus database between 1933 and 2022. In total, 2999 documents were published with Brazil showing the highest productivity. Antivenom, proteomics, and transcriptomics are emerging as hot topics on a global scale. The present study offers a distinctive overview of snake venom research conducted worldwide. Abstract Snake envenomation is a severe economic and health concern affecting countries worldwide. Snake venom carries a wide variety of small peptides and proteins with various immunological and pharmacological properties. A few key research areas related to snake venom, including its applications in treating cancer and eradicating antibiotic-resistant bacteria, have been gaining significant attention in recent years. The goal of the current study was to analyze the global profile of literature in snake venom research. This study presents a bibliometric review of snake venom-related research documents indexed in the Scopus database between 1933 and 2022. The overall number of documents published on a global scale was 2999, with an average annual production of 34 documents. Brazil produced the highest number of documents (n = 729), followed by the United States (n = 548), Australia (n = 240), and Costa Rica (n = 235). Since 1963, the number of publications has been steadily increasing globally. At a worldwide level, antivenom, proteomics, and transcriptomics are growing hot issues for research in this field. The current research provides a unique overview of snake venom research at global level from 1933 through 2022, and it may be beneficial in guiding future research.
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Divergent Specialization of Simple Venom Gene Profiles among Rear-Fanged Snake Genera ( Helicops and Leptodeira, Dipsadinae, Colubridae). Toxins (Basel) 2022; 14:toxins14070489. [PMID: 35878227 PMCID: PMC9319703 DOI: 10.3390/toxins14070489] [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: 06/03/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 01/27/2023] Open
Abstract
Many venomous animals express toxins that show extraordinary levels of variation both within and among species. In snakes, most studies of venom variation focus on front-fanged species in the families Viperidae and Elapidae, even though rear-fanged snakes in other families vary along the same ecological axes important to venom evolution. Here we characterized venom gland transcriptomes from 19 snakes across two dipsadine rear-fanged genera (Leptodeira and Helicops, Colubridae) and two front-fanged genera (Bothrops, Viperidae; Micrurus, Elapidae). We compared patterns of composition, variation, and diversity in venom transcripts within and among all four genera. Venom gland transcriptomes of rear-fanged Helicops and Leptodeira and front-fanged Micrurus are each dominated by expression of single toxin families (C-type lectins, snake venom metalloproteinase, and phospholipase A2, respectively), unlike highly diverse front-fanged Bothrops venoms. In addition, expression patterns of congeners are much more similar to each other than they are to species from other genera. These results illustrate the repeatability of simple venom profiles in rear-fanged snakes and the potential for relatively constrained venom composition within genera.
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6
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Seneci L, Zdenek CN, Bourke LA, Cochran C, Sánchez EE, Neri-Castro E, Bénard-Valle M, Alagón A, Frank N, Fry BG. A symphony of destruction: Dynamic differential fibrinogenolytic toxicity by rattlesnake (Crotalus and Sistrurus) venoms. Comp Biochem Physiol C Toxicol Pharmacol 2021; 245:109034. [PMID: 33766656 PMCID: PMC8162888 DOI: 10.1016/j.cbpc.2021.109034] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/02/2021] [Accepted: 03/15/2021] [Indexed: 12/15/2022]
Abstract
What factors influence the evolution of a heavily selected functional trait in a diverse clade? This study adopts rattlesnakes as a model group to investigate the evolutionary history of venom coagulotoxicity in the wider context of phylogenetics, natural history, and biology. Venom-induced clotting of human plasma and fibrinogen was determined and mapped onto the rattlesnake phylogenetic tree to reconstruct the evolution of coagulotoxicity across the group. Our results indicate that venom phenotype is often independent of phylogenetic relationships in rattlesnakes, suggesting the importance of diet and/or other environmental variables in driving venom evolution. Moreover, the striking inter- and intraspecific variability in venom activity on human blood highlights the considerable variability faced by physicians treating envenomation. This study is the most comprehensive effort to date to describe and characterize the evolutionary and biological aspects of coagulotoxins in rattlesnake venom. Further research at finer taxonomic levels is recommended to elucidate patterns of variation within species and lineages.
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Affiliation(s)
- Lorenzo Seneci
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia; Institute of Biology Leiden (IBL), Leiden University, 2333 BE Leiden, the Netherlands
| | - Christina N Zdenek
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia
| | - Lachlan A Bourke
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia
| | - Chip Cochran
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Elda E Sánchez
- National Natural Toxins Research Center (NNTRC), Department of Chemistry, Texas A&M University-Kingsville, MSC 224, 975 West Avenue B, Kingsville, TX 78363, USA
| | - Edgar Neri-Castro
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnologa, Universidad Nacional Autónoma de México, Av. Universidad 2001, Cuernavaca, Morelos 62210, Mexico
| | - Melisa Bénard-Valle
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnologa, Universidad Nacional Autónoma de México, Av. Universidad 2001, Cuernavaca, Morelos 62210, Mexico
| | - Alejandro Alagón
- Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnologa, Universidad Nacional Autónoma de México, Av. Universidad 2001, Cuernavaca, Morelos 62210, Mexico
| | | | - Bryan G Fry
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
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7
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Deshwal A, Phan P, Datta J, Kannan R, Thallapuranam SK. A Meta-Analysis of the Protein Components in Rattlesnake Venom. Toxins (Basel) 2021; 13:toxins13060372. [PMID: 34071038 DOI: 10.3390/toxins13060372] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022] Open
Abstract
The specificity and potency of venom components give them a unique advantage in developing various pharmaceutical drugs. Though venom is a cocktail of proteins, rarely are the synergy and association between various venom components studied. Understanding the relationship between various components of venom is critical in medical research. Using meta-analysis, we observed underlying patterns and associations in the appearance of the toxin families. For Crotalus, Dis has the most associations with the following toxins: PDE; BPP; CRL; CRiSP; LAAO; SVMP P-I and LAAO; SVMP P-III and LAAO. In Sistrurus venom, CTL and NGF have the most associations. These associations can predict the presence of proteins in novel venom and understand synergies between venom components for enhanced bioactivity. Using this approach, the need to revisit the classification of proteins as major components or minor components is highlighted. The revised classification of venom components is based on ubiquity, bioactivity, the number of associations, and synergies. The revised classification can be expected to trigger increased research on venom components, such as NGF, which have high biomedical significance. Using hierarchical clustering, we observed that the genera's venom compositions were similar, based on functional characteristics rather than phylogenetic relationships.
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Affiliation(s)
- Anant Deshwal
- Division of Biology, University of Tennessee, Knoxville, TN 37996, USA
| | - Phuc Phan
- Department of Chemistry and Biochemistry, University of Arkansas, Fayetteville, AR 72701, USA
| | - Jyotishka Datta
- Department of Statistics, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA
| | - Ragupathy Kannan
- Department of Biology, University of Arkansas-Fort Smith, Fort Smith, AR 72913, USA
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8
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Structural, enzymatic and pharmacological profiles of AplTX-II - A basic sPLA 2 (D49) isolated from the Agkistrodon piscivorus leucostoma snake venom. Int J Biol Macromol 2021; 175:572-585. [PMID: 33529631 DOI: 10.1016/j.ijbiomac.2021.01.187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 01/25/2021] [Accepted: 01/28/2021] [Indexed: 12/18/2022]
Abstract
A basic sPLA2 (D49) from the venom of snake Agkistrodon piscivorus leucostoma (AplTX-II) was isolated, purified and characterized. We determined the enzymatic and pharmacological profiles of this toxin. AplTX-II was isolated with a high level of purity through reverse phase chromatography and molecular exclusion. The enzyme showed pI 9.48 and molecular weight of 14,003 Da. The enzymatic activity of the AplTX-II depended on Ca2+ pH and temperature. The comparison of the primary structure with other sPLA2s revealed that AplTX-II presented all the structural reasons expected for a basic sPLA2s. Additionally, we have resolved its structure with the docked synthetic substrate NOBA (4-nitro-3-octanoyloxy benzoic acid) by homology modeling, and performed MD simulations with explicit solvent. Structural similarities were found between the enzyme's modeled structure and other snake sPLA2 X-Ray structures, available in the PDB database. NOBA and active-site water molecules spontaneously adopted stable positions and established interactions in full agreement with the reaction mechanism, proposed for the physiological substrate, suggesting that NOBA hydrolysis is an excellent model to study phospholipid hydrolysis.
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9
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Lima EOVD, Tasima LJ, Hatakeyama DM, Serino-Silva C, Rodrigues CFB, Galizio NDC, Chiarelli T, Nishiduka ES, Rocha MMTD, Sant'Anna SS, Grego KF, Tashima AK, Tanaka-Azevedo AM, Morais-Zani KD. Snake venom color and L-amino acid oxidase: An evidence of long-term captive Crotalus durissus terrificus venom plasticity. Toxicon 2021; 193:73-83. [PMID: 33515573 DOI: 10.1016/j.toxicon.2021.01.006] [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: 10/09/2020] [Revised: 12/08/2020] [Accepted: 01/20/2021] [Indexed: 12/01/2022]
Abstract
The venom color variation of Crotalus durissus terrificus (Cdt) is attributed to the presence of the toxin L-amino acid oxidase (LAAO). During the venom milking routine of Instituto Butantan, we have noticed that most venoms of captive Cdt specimens show a yellowish color, while most venoms of wild specimens are white. Here we describe a comparative analysis of long-term captive (LTC) and recently wild-caught (RWC) Cdt, focusing on LAAO variation. For the identification of LAAO in individual venoms, four different approaches were employed: evaluation of the enzymatic activity, SDS-PAGE, Western blotting, and ELISA. In addition, mass spectrometry analysis was performed using pooled samples. Although some variation among these methodologies was observed, it was possible to notice that the presence of LAAO was significantly higher in the venom of LTC individuals. LAAO was identified in 60-80% LTC specimens and in only 10-12% of RWC specimens. Furthermore, this enzyme accounts for 5.6% of total venom proteins of LTC Cdt pooled venom, while it corresponds to only 0.7% of RWC Cdt pooled venom. These findings strongly suggest that captive maintenance increases the expression of LAAO in Cdt venom.
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Affiliation(s)
| | - Lídia Jorge Tasima
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Daniela Miki Hatakeyama
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Caroline Serino-Silva
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Caroline Fabri Bittencourt Rodrigues
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Nathália da Costa Galizio
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Tassia Chiarelli
- Departamento de Bioquímica, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | | | | | | | | | - Anita Mitico Tanaka-Azevedo
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil
| | - Karen de Morais-Zani
- Laboratório de Herpetologia, Instituto Butantan, São Paulo, Brazil; Interunidades em Biotecnologia, Universidade de São Paulo, Instituto de Pesquisas Tecnológicas, Instituto Butantan, São Paulo, Brazil.
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10
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Freitas-de-Sousa LA, Nachtigall PG, Portes-Junior JA, Holding ML, Nystrom GS, Ellsworth SA, Guimarães NC, Tioyama E, Ortiz F, Silva BR, Kunz TS, Junqueira-de-Azevedo ILM, Grazziotin FG, Rokyta DR, Moura-da-Silva AM. Size Matters: An Evaluation of the Molecular Basis of Ontogenetic Modifications in the Composition of Bothrops jararacussu Snake Venom. Toxins (Basel) 2020; 12:toxins12120791. [PMID: 33322460 PMCID: PMC7763748 DOI: 10.3390/toxins12120791] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/03/2020] [Accepted: 12/07/2020] [Indexed: 12/13/2022] Open
Abstract
Ontogenetic changes in venom composition have been described in Bothrops snakes, but only a few studies have attempted to identify the targeted paralogues or the molecular mechanisms involved in modifications of gene expression during ontogeny. In this study, we decoded B. jararacussu venom gland transcripts from six specimens of varying sizes and analyzed the variability in the composition of independent venom proteomes from 19 individuals. We identified 125 distinct putative toxin transcripts, and of these, 73 were detected in venom proteomes and only 10 were involved in the ontogenetic changes. Ontogenetic variability was linearly related to snake size and did not correspond to the maturation of the reproductive stage. Changes in the transcriptome were highly predictive of changes in the venom proteome. The basic myotoxic phospholipases A2 (PLA2s) were the most abundant components in larger snakes, while in venoms from smaller snakes, PIII-class SVMPs were the major components. The snake venom metalloproteinases (SVMPs) identified corresponded to novel sequences and conferred higher pro-coagulant and hemorrhagic functions to the venom of small snakes. The mechanisms modulating venom variability are predominantly related to transcriptional events and may consist of an advantage of higher hematotoxicity and more efficient predatory function in the venom from small snakes.
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Affiliation(s)
- Luciana A. Freitas-de-Sousa
- Programa de Pós-Graduação em Ciências-Toxinologia, Laboratório de Imunopatologia, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (N.C.G.); (E.T.)
- Correspondence: (L.A.F.-d.-S.); (A.M.M.-d.-S.); Tel.: +55-11-2627-9779 (A.M.M.-d.-S.)
| | - Pedro G. Nachtigall
- Laboratório Especial de Toxinologia Aplicada, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (P.G.N.); (I.L.M.J.-d.-A.)
| | - José A. Portes-Junior
- Laboratório de Coleções Zoológicas, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (J.A.P.-J.); (F.O.); (B.R.S.); (T.S.K.); (F.G.G.)
| | - Matthew L. Holding
- Department of Biological Science, Florida State University, Tallahassee, FL 32306, USA; (M.L.H.); (G.S.N.); (S.A.E.); (D.R.R.)
| | - Gunnar S. Nystrom
- Department of Biological Science, Florida State University, Tallahassee, FL 32306, USA; (M.L.H.); (G.S.N.); (S.A.E.); (D.R.R.)
| | - Schyler A. Ellsworth
- Department of Biological Science, Florida State University, Tallahassee, FL 32306, USA; (M.L.H.); (G.S.N.); (S.A.E.); (D.R.R.)
| | - Noranathan C. Guimarães
- Programa de Pós-Graduação em Ciências-Toxinologia, Laboratório de Imunopatologia, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (N.C.G.); (E.T.)
| | - Emilly Tioyama
- Programa de Pós-Graduação em Ciências-Toxinologia, Laboratório de Imunopatologia, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (N.C.G.); (E.T.)
| | - Flora Ortiz
- Laboratório de Coleções Zoológicas, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (J.A.P.-J.); (F.O.); (B.R.S.); (T.S.K.); (F.G.G.)
| | - Bruno R. Silva
- Laboratório de Coleções Zoológicas, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (J.A.P.-J.); (F.O.); (B.R.S.); (T.S.K.); (F.G.G.)
| | - Tobias S. Kunz
- Laboratório de Coleções Zoológicas, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (J.A.P.-J.); (F.O.); (B.R.S.); (T.S.K.); (F.G.G.)
| | | | - Felipe G. Grazziotin
- Laboratório de Coleções Zoológicas, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (J.A.P.-J.); (F.O.); (B.R.S.); (T.S.K.); (F.G.G.)
| | - Darin R. Rokyta
- Department of Biological Science, Florida State University, Tallahassee, FL 32306, USA; (M.L.H.); (G.S.N.); (S.A.E.); (D.R.R.)
| | - Ana M. Moura-da-Silva
- Programa de Pós-Graduação em Ciências-Toxinologia, Laboratório de Imunopatologia, Instituto Butantan, 05503-900 São Paulo, SP, Brazil; (N.C.G.); (E.T.)
- Instituto de Pesquisa Clínica Carlos Borborema, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, 69040-000 Manaus, AM, Brazil
- Correspondence: (L.A.F.-d.-S.); (A.M.M.-d.-S.); Tel.: +55-11-2627-9779 (A.M.M.-d.-S.)
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11
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Proteomics and preclinical antivenom neutralization of the mangrove pit viper (Trimeresurus purpureomaculatus, Malaysia) and white-lipped pit viper (Trimeresurus albolabris, Thailand) venoms. Acta Trop 2020; 209:105528. [PMID: 32442435 DOI: 10.1016/j.actatropica.2020.105528] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/04/2020] [Accepted: 05/04/2020] [Indexed: 02/06/2023]
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12
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da Silva-Júnior LN, Abreu LDS, Rodrigues CFB, Galizio NDC, Aguiar WDS, Serino-Silva C, Dos Santos VS, Costa IA, Oliveira LVF, Sant'Anna SS, Grego KF, Tanaka-Azevedo AM, Rodrigues LNDS, de Morais-Zani K. Geographic variation of individual venom profile of Crotalus durissus snakes. J Venom Anim Toxins Incl Trop Dis 2020; 26:e20200016. [PMID: 32922444 PMCID: PMC7449379 DOI: 10.1590/1678-9199-jvatitd-2020-0016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 08/04/2020] [Indexed: 01/27/2023] Open
Abstract
Background: South American rattlesnakes are represented in Brazil by a single species,
Crotalus durissus, which has public health importance
due to the severity of its envenomation and to its wide geographical
distribution. The species is subdivided into several subspecies, but the
current classification is controversial. In Brazil, the venoms of C.
d. terrificus and C. d. collilineatus are used
for hyperimmunization of horses for antivenom production, even though the
distinction of these two subspecies are mostly by their geographical
distribution. In this context, we described a comparative compositional and
functional characterization of individual C. d.
collilineatus and C. d. terrificus venoms from
three Brazilian states. Methods: We compared the compositional patterns of C. d. terrificus
and C. d. collilineatus individual venoms by 1-DE and
RP-HPLC. For functional analyzes, the enzymatic activities of
PLA2, LAAO, and coagulant activity were evaluated. Finally,
the immunorecognition of venom toxins by the crotalic antivenom produced at
Butantan Institute was evaluated using Western blotting. Results: The protein profile of individual venoms from C. d.
collilineatus and C. d. terrificus showed a
comparable overall composition, despite some intraspecific variation,
especially regarding crotamine and LAAO. Interestingly, HPLC analysis showed
a geographic pattern concerning PLA2. In addition, a remarkable
intraspecific variation was also observed in PLA2, LAAO and
coagulant activities. The immunorecognition pattern of individual venoms
from C. d. collilineatus and C. d.
terrificus by crotalic antivenom produced at Butantan Institute
was similar. Conclusions: The results highlighted the individual variability among the venoms of
C. durissus ssp. specimens. Importantly, our data point
to a geographical variation of C. durissus ssp. venom
profile, regardless of the subspecies, as evidenced by PLA2
isoforms complexity, which may explain the increase in venom neurotoxicity
from Northeastern through Southern Brazil reported for the species.
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Affiliation(s)
- Leandro Norberto da Silva-Júnior
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Graduate Program in Human Movement and Rehabilitation (PPGMHR), University Center of Anápolis (UniEVANGÉLICA), Anápolis, GO, Brazil
| | | | - Caroline Fabri Bittencourt Rodrigues
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Interinstitutional Graduate Program in Biotechnology (PPIB-IPT, IBU and USP), University of São Paulo (USP), São Paulo, SP, Brazil
| | - Nathália da Costa Galizio
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Interinstitutional Graduate Program in Biotechnology (PPIB-IPT, IBU and USP), University of São Paulo (USP), São Paulo, SP, Brazil
| | - Weslei da Silva Aguiar
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Interinstitutional Graduate Program in Biotechnology (PPIB-IPT, IBU and USP), University of São Paulo (USP), São Paulo, SP, Brazil
| | - Caroline Serino-Silva
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Interinstitutional Graduate Program in Biotechnology (PPIB-IPT, IBU and USP), University of São Paulo (USP), São Paulo, SP, Brazil
| | - Valdomiro Souza Dos Santos
- Graduate Program in Human Movement and Rehabilitation (PPGMHR), University Center of Anápolis (UniEVANGÉLICA), Anápolis, GO, Brazil
| | - Isabella Alves Costa
- Graduate Program in Human Movement and Rehabilitation (PPGMHR), University Center of Anápolis (UniEVANGÉLICA), Anápolis, GO, Brazil
| | - Luis Vicente Franco Oliveira
- Graduate Program in Human Movement and Rehabilitation (PPGMHR), University Center of Anápolis (UniEVANGÉLICA), Anápolis, GO, Brazil
| | | | | | | | | | - Karen de Morais-Zani
- Laboratory of Herpetology, Butantan Institute, São Paulo, SP, Brazil.,Interinstitutional Graduate Program in Biotechnology (PPIB-IPT, IBU and USP), University of São Paulo (USP), São Paulo, SP, Brazil
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13
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Neri-Castro E, Sanz L, Olvera-Rodríguez A, Bénard-Valle M, Alagón A, Calvete JJ. Venomics and biochemical analysis of the black-tailed horned pitviper, Mixcoatlus melanurus, and characterization of Melanurutoxin, a novel crotoxin homolog. J Proteomics 2020; 225:103865. [DOI: 10.1016/j.jprot.2020.103865] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/28/2020] [Accepted: 06/03/2020] [Indexed: 10/24/2022]
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14
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Saviola AJ, Negrão F, Yates JR. Proteomics of Select Neglected Tropical Diseases. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2020; 13:315-336. [PMID: 32109150 DOI: 10.1146/annurev-anchem-091619-093003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Technological advances in mass spectrometry have enabled the extensive identification, characterization, and quantification of proteins in any biological system. In disease processes proteins are often altered in response to external stimuli; therefore, proteomics, the large-scale study of proteins and their functions, represents an invaluable tool for understanding the molecular basis of disease. This review highlights the use of mass spectrometry-based proteomics to study the pathogenesis, etiology, and pathology of several neglected tropical diseases (NTDs), a diverse group of disabling diseases primarily associated with poverty in tropical and subtropical regions of the world. While numerous NTDs have been the subject of proteomic studies, this review focuses on Buruli ulcer, dengue, leishmaniasis, and snakebite envenoming. The proteomic studies highlighted provide substantial information on the pathogenic mechanisms driving these diseases; they also identify molecular targets for drug discovery and development and uncover promising biomarkers that can assist in early diagnosis.
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Affiliation(s)
- Anthony J Saviola
- Department of Molecular Medicine and Neurobiology, The Scripps Research Institute, La Jolla, California 92037, USA;
| | - Fernanda Negrão
- Department of Biosciences and Technology of Bioactive Products, Institute of Biology, University of Campinas, São Paulo 13083-862, Brazil
| | - John R Yates
- Department of Molecular Medicine and Neurobiology, The Scripps Research Institute, La Jolla, California 92037, USA;
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15
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Modahl CM, Roointan A, Rogers J, Currier K, Mackessy SP. Interspecific and intraspecific venom enzymatic variation among cobras (Naja sp. and Ophiophagus hannah). Comp Biochem Physiol C Toxicol Pharmacol 2020; 232:108743. [PMID: 32194156 DOI: 10.1016/j.cbpc.2020.108743] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 02/28/2020] [Accepted: 03/10/2020] [Indexed: 02/07/2023]
Abstract
The genera Ophiophagus and Naja comprise part of a clade of snakes referred to as cobras, dangerously venomous front-fanged snakes in the family Elapidae responsible for significant human mortality and morbidity throughout Asia and Africa. We evaluated venom enzyme variation for eleven cobra species and three N. kaouthia populations using SDS-PAGE venom fingerprinting and numerous enzyme assays. Acetylcholinesterase and PLA2 activities were the most variable between species, and PLA2 activity was significantly different between Malaysian and Thailand N. kaouthia populations. Venom metalloproteinase activity was low and significantly different among most species, but levels were identical for N. kaouthia populations; minor variation in venom L-amino acid oxidase and phosphodiesterase activities were seen between cobra species. Naja siamensis venom lacked the α-fibrinogenolytic activity common to other cobra venoms. In addition, venom from N. siamensis had no detectable metalloproteinase activity and exhibited an SDS-PAGE profile with reduced abundance of higher mass proteins. Venom profiles from spitting cobras (N. siamensis, N. pallida, and N. mossambica) exhibited similar reductions in higher mass proteins, suggesting the evolution of venoms of reduced complexity and decreased enzymatic activity among spitting cobras. Generally, the venom proteomes of cobras show highly abundant three-finger toxin diversity, followed by large quantities of PLA2s. However, PLA2 bands and activity were very reduced for N. haje, N. annulifera and N. nivea. Venom compositionalenzy analysis provides insight into the evolution, diversification and distribution of different venom phenotypes that complements venomic data, and this information is critical for the development of effective antivenoms and snakebite treatment.
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Affiliation(s)
- Cassandra M Modahl
- School of Biological Sciences, University of Northern Colorado, 501 20th St., Greeley, CO 80639-0017, USA; Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, 117543, Singapore
| | - Amir Roointan
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, 117543, Singapore; Regenerative Medicine Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Jessica Rogers
- School of Biological Sciences, University of Northern Colorado, 501 20th St., Greeley, CO 80639-0017, USA
| | - Katelyn Currier
- School of Biological Sciences, University of Northern Colorado, 501 20th St., Greeley, CO 80639-0017, USA
| | - Stephen P Mackessy
- School of Biological Sciences, University of Northern Colorado, 501 20th St., Greeley, CO 80639-0017, USA.
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16
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Food Spectrum of Common Kraits (Bungarus caeruleus): An Implication for Snakebite Prevention and Snake Conservation. J HERPETOL 2020. [DOI: 10.1670/18-054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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17
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Rheubert JL, Meyer MF, Strobel RM, Pasternak MA, Charvat RA. Predicting antibacterial activity from snake venom proteomes. PLoS One 2020; 15:e0226807. [PMID: 31978103 PMCID: PMC6980403 DOI: 10.1371/journal.pone.0226807] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 12/04/2019] [Indexed: 11/18/2022] Open
Abstract
The continued evolution of antibiotic resistance has increased the urgency for new antibiotic development, leading to exploration of non-traditional sources. In particular, snake venom has garnered attention for its potent antibacterial properties. Numerous studies describing snake venom proteomic composition as well as antibiotic efficacy have created an opportunity to synthesize relationships between venom proteomes and their antibacterial properties. Using literature reported values from peer-reviewed studies, our study generated models to predict efficacy given venom protein family composition, snake taxonomic family, bacterial Gram stain, bacterial morphology, and bacterial respiration strategy. We then applied our predictive models to untested snake species with known venom proteomic compositions. Overall, our results provide potential protein families that serve as accurate predictors of efficacy as well as promising organisms in terms of antibacterial properties of venom. The results from this study suggest potential future research trajectories for antibacterial properties in snake venom by offering hypotheses for a variety of taxa.
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Affiliation(s)
- Justin L. Rheubert
- Department of Biology, University of Findlay, Findlay, Ohio, United States of America
| | - Michael F. Meyer
- School of the Environment, Washington State University, Pullman, Washington, United States of America
| | - Raeshelle M. Strobel
- Department of Biology, University of Findlay, Findlay, Ohio, United States of America
| | - Megan A. Pasternak
- Department of Biology, University of Findlay, Findlay, Ohio, United States of America
| | - Robert A. Charvat
- Department of Biology, University of Findlay, Findlay, Ohio, United States of America
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18
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Comparative analysis of Naja kaouthia venom from North-East India and Bangladesh and its cross reactivity with Indian polyvalent antivenoms. Toxicon 2019; 164:31-43. [DOI: 10.1016/j.toxicon.2019.03.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/26/2019] [Accepted: 03/31/2019] [Indexed: 01/01/2023]
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19
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Evidence for Snake Venom Plasticity in a Long-Term Study with Individual Captive Bothrops atrox. Toxins (Basel) 2019; 11:toxins11050294. [PMID: 31137619 PMCID: PMC6563259 DOI: 10.3390/toxins11050294] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/15/2019] [Accepted: 05/21/2019] [Indexed: 12/14/2022] Open
Abstract
Variability in snake venom composition has been frequently reported and correlated to the adaptability of snakes to environmental conditions. Previous studies report plasticity for the venom phenotype. However, these observations are not conclusive, as the results were based on pooled venoms, which present high individual variability. Here we tested the hypothesis of plasticity by influence of confinement and single diet type in the venom composition of 13 adult specimens of Bothrops atrox snakes, maintained under captivity for more than three years. Individual variability in venom composition was observed in samples extracted just after the capture of the snakes. However, composition was conserved in venoms periodically extracted from nine specimens, which presented low variability restricted to the less abundant components. In a second group, composed of four snakes, drastic changes were observed in the venom samples extracted at different periods, mostly related to snake venom metalloproteinases (SVMPs), the core function toxins of B. atrox venom, which occurred approximately between 400 and 500 days in captivity. These data show plasticity in the venom phenotype during the lifetime of adult snakes maintained under captive conditions. Causes or functional consequences involved in the phenotype modification require further investigations.
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20
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Haney RA, Matte T, Forsyth FS, Garb JE. Alternative Transcription at Venom Genes and Its Role as a Complementary Mechanism for the Generation of Venom Complexity in the Common House Spider. Front Ecol Evol 2019; 7. [PMID: 31431897 PMCID: PMC6700725 DOI: 10.3389/fevo.2019.00085] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The complex composition of venom, a proteinaceous secretion used by
diverse animal groups for predation or defense, is typically viewed as being
driven by gene duplication in conjunction with positive selection, leading to
large families of diversified toxins with selective venom gland expression. Yet,
the production of alternative transcripts at venom genes is often overlooked as
another potentially important process that could contribute proteins to venom,
and requires comprehensive datasets integrating genome and transcriptome
sequences together with proteomic characterization of venom to be fully
documented. In the common house spider, Parasteatoda
tepidariorum, we used RNA sequencing of four tissue types in
conjunction with the sequenced genome to provide a comprehensive transcriptome
annotation. We also used mass spectrometry to identify a minimum of 99 distinct
proteins in P tepidariorum venom, including at least 33
latrotoxins, pore-forming neurotoxins shared with the confamilial black widow.
We found that venom proteins are much more likely to come from multiple
transcript genes, whose transcripts produced distinct protein sequences. The
presence of multiple distinct proteins in venom from transcripts at individual
genes was confirmed for eight loci by mass spectrometry, and is possible at 21
others. Alternative transcripts from the same gene, whether encoding or not
encoding a protein found in venom, showed a range of expression patterns, but
were not necessarily restricted to the venom gland. However, approximately half
of venom protein encoding transcripts were found among the 1,318 transcripts
with strongly venom gland biased expression. Our findings revealed an important
role for alternative transcription in generating venom protein complexity and
expanded the traditional model of venom evolution.
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Affiliation(s)
- Robert A Haney
- Department of Biological Sciences, University of Massachusetts Lowell, Lowell, MA, United States
| | - Taylor Matte
- Center for Regenerative Medicine, Boston University, Medical, Boston, MA, United States
| | - FitzAnthony S Forsyth
- Department of Biological Sciences, University of Massachusetts Lowell, Lowell, MA, United States
| | - Jessica E Garb
- Department of Biological Sciences, University of Massachusetts Lowell, Lowell, MA, United States
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21
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Jones BK, Saviola AJ, Reilly SB, Stubbs AL, Arida E, Iskandar DT, McGuire JA, Yates JR, Mackessy SP. Venom Composition in a Phenotypically Variable Pit Viper ( Trimeresurus insularis) across the Lesser Sunda Archipelago. J Proteome Res 2019; 18:2206-2220. [PMID: 30958009 DOI: 10.1021/acs.jproteome.9b00077] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The genus Trimeresurus comprises a group of venomous pitvipers endemic to Southeast Asia and the Pacific Islands. Of these, Trimeresurus insularis, the White-lipped Island Pitviper, is a nocturnal, arboreal species that occurs on nearly every major island of the Lesser Sunda archipelago. In the current study, venom phenotypic characteristics of T. insularis sampled from eight Lesser Sunda Islands (Flores, Lembata, Lombok, Pantar, Sumba, Sumbawa, Timor, and Wetar) were evaluated via SDS-PAGE, enzymatic activity assays, fibrinogenolytic assays, gelatin zymography, and RP-HPLC, and the Sumbawa sample was characterized by venomic analysis. For additional comparative analyses, venoms were also examined from several species in the Trimeresurus complex, including T. borneensis, T. gramineus, T. puniceus, T. purpureomaculatus, T. stejnegeri, and Protobothrops flavoviridis. Despite the geographical isolation, T. insularis venoms from all eight islands demonstrated remarkable similarities in gel electrophoretic profiles and RP-HPLC patterns, and all populations had protein bands in the mass ranges of phosphodiesterases (PDE), l-amino acid oxidases (LAAO), P-III snake venom metalloproteinases (SVMP), serine proteases, cysteine-rich secretory proteins (CRISP), phospholipases A2 (PLA2), and C-type lectins. An exception was observed in the Lombok sample, which lacked protein bands in the mass range of serine protease and CRISP. Venomic analysis of the Sumbawa venom also identified these protein families, in addition to several proteins of lesser abundance (<1%), including glutaminyl cyclase, aminopeptidase, PLA2 inhibitor, phospholipase B, cobra venom factor, 5'-nucleotidase, vascular endothelial growth factor, and hyaluronidase. All T. insularis venoms exhibited similarities in thrombin-like and PDE activities, while significant differences were observed for LAAO, SVMP, and kallikrein-like activities, though these differences were only observed for a few islands. Slight but noticeable differences were also observed with fibrinogen and gelatin digestion activities. Trimeresurus insularis venoms exhibited overall similarity to the other Trimeresurus complex species examined, with the exception of P. flavoviridis venom, which showed the greatest overall differentiation. Western blot analysis revealed that all major T. insularis venom proteins were recognized by Green Pitviper ( T. albolabris) antivenom, and reactivity was also seen with most venom proteins of the other Trimeresurus species, but incomplete antivenom-venom recognition was observed against P. flavoviridis venom proteins. These results demonstrate significant conservation in the venom composition of T. insularis across the Lesser Sunda archipelago relative to the other Trimeresurus species examined.
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Affiliation(s)
- Brenda Kathryn Jones
- School of Biological Sciences , University of Northern Colorado , 501 20th Street, CB 92 , Greeley , Colorado 80639-0017 , United States
| | - Anthony J Saviola
- School of Biological Sciences , University of Northern Colorado , 501 20th Street, CB 92 , Greeley , Colorado 80639-0017 , United States.,Department of Molecular Medicine and Neurobiology , The Scripps Research Institute , 10550 N. Torrey Pines Road , La Jolla , California 92037 , United States
| | - Sean B Reilly
- Museum of Vertebrate Zoology and Department of Integrative Biology , University of California , 3101 Valley Life Sciences Building , Berkeley , California 94720-3160 , United States
| | - Alexander L Stubbs
- Museum of Vertebrate Zoology and Department of Integrative Biology , University of California , 3101 Valley Life Sciences Building , Berkeley , California 94720-3160 , United States
| | - Evy Arida
- Museum Zoologicum Bogoriense , Indonesian Institute of Sciences (LIPI) , Jalan Raya Bogor-Jakarta Km. 46 , Cibinong 16911 , Indonesia
| | - Djoko T Iskandar
- School of Life Sciences and Technology , Institut Teknologi Bandung , 10, Jalan Ganesa , Bandung , Java 40132 , Indonesia
| | - Jimmy A McGuire
- Museum of Vertebrate Zoology and Department of Integrative Biology , University of California , 3101 Valley Life Sciences Building , Berkeley , California 94720-3160 , United States
| | - John R Yates
- Department of Molecular Medicine and Neurobiology , The Scripps Research Institute , 10550 N. Torrey Pines Road , La Jolla , California 92037 , United States
| | - Stephen P Mackessy
- School of Biological Sciences , University of Northern Colorado , 501 20th Street, CB 92 , Greeley , Colorado 80639-0017 , United States
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22
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Whittington AC, Mason AJ, Rokyta DR. A Single Mutation Unlocks Cascading Exaptations in the Origin of a Potent Pitviper Neurotoxin. Mol Biol Evol 2019; 35:887-898. [PMID: 29329419 DOI: 10.1093/molbev/msx334] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Evolutionary innovations and complex phenotypes seemingly require an improbable amount of genetic change to evolve. Rattlesnakes display two dramatically different venom phenotypes. Type I venoms are hemorrhagic with low systemic toxicity and high expression of tissue-destroying snake venom metalloproteinases. Type II venoms are highly neurotoxic and lack snake venom metalloproteinase expression and associated hemorrhagic activity. This dichotomy hinges on Mojave toxin (MTx), a phospholipase A2 (PLA2) based β-neurotoxin expressed in Type II venoms. MTx is comprised of a nontoxic acidic subunit that undergoes extensive proteolytic processing and allosterically regulates activity of a neurotoxic basic subunit. Evolution of the acidic subunit presents an evolutionary challenge because the need for high expression of a nontoxic venom component and the proteolytic machinery required for processing suggests genetic changes of seemingly little immediate benefit to fitness. We showed that MTx evolved through a cascading series of exaptations unlocked by a single nucleotide change. The evolution of one new cleavage site in the acidic subunit unmasked buried cleavage sites already present in ancestral PLA2s, enabling proteolytic processing. Snake venom serine proteases, already present in the venom to disrupt prey hemostasis, possess the requisite specificities for MTx acidic subunit proteolysis. The dimerization interface between MTx subunits evolved by exploiting a latent, but masked, hydrophobic interaction between ancestral PLA2s. The evolution of MTx through exaptation of existing functional and structural features suggests complex phenotypes that depend on evolutionary innovations can arise from minimal genetic change enabled by prior evolution.
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Affiliation(s)
- A Carl Whittington
- Department of Biological Science, Florida State University, Tallahassee, FL
| | - Andrew J Mason
- Department of Biology, University of Central Florida, Orlando, FL
- Department of Biological Sciences, Clemson University, Clemson, SC
| | - Darin R Rokyta
- Department of Biological Science, Florida State University, Tallahassee, FL
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23
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The Venom of Spectacled Cobra (Elapidae: Naja naja): In Vitro Study from Distinct Geographical Origins in Sri Lanka. J Toxicol 2018; 2018:7358472. [PMID: 30363742 PMCID: PMC6180993 DOI: 10.1155/2018/7358472] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 07/18/2018] [Accepted: 08/11/2018] [Indexed: 11/17/2022] Open
Abstract
Several countries residing envenomation due to Naja naja had revealed a disparity in the venom composition according to their geographic location and Sri Lankan cobra still lacks the evidence to support this. Therefore, the current study was focused on addressing relationship between the histopathological changes according to geographic variation of Sri Lankan N. naja venom. The histopathological changes in vital organs and muscle tissues following intramuscular administration of venom of N. naja were studied using BALB/c mice. The median lethal dose of venom of N. naja in the present study was determined to be 0.55, 0.66, 0.68, 0.62, and 0.7 mg/kg for North (NRP), Central (CRP), Western, Southern, and Sabaragamuwa Regional Population venoms, respectively. Histopathological changes were observed in different levels in vital organs and muscle tissues of mice. NRP accompanied significantly higher infiltration of inflammatory and necrotic cells into skeletal muscle and CRP venom demonstrated high level of cardiotoxic effects comparing to other regions. This study revealed a certain extent of variations in the pathological effects of N. naja venom samples according to their geographical distribution.
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24
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Carregari VC, Rosa-Fernandes L, Baldasso P, Bydlowski SP, Marangoni S, Larsen MR, Palmisano G. Snake Venom Extracellular vesicles (SVEVs) reveal wide molecular and functional proteome diversity. Sci Rep 2018; 8:12067. [PMID: 30104604 PMCID: PMC6089973 DOI: 10.1038/s41598-018-30578-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 06/04/2018] [Indexed: 12/19/2022] Open
Abstract
Proteins constitute almost 95% of snake venom's dry weight and are produced and released by venom glands in a solubilized form during a snake bite. These proteins are responsible for inducing several pharmacological effects aiming to immobilize and initiate the pre-digestion of the prey. This study shows that proteins can be secreted and confined in snake venom extracellular vesicles (SVEVs) presenting a size distribution between 50 nm and 500 nm. SVEVs isolated from lyophilized venoms collected from four different species of snakes (Agkistrodon contortrix contortrix, Crotalus atrox, Crotalus viridis and Crotalus cerberus oreganus) were analyzed by mass spectrometry-based proteomic, which allowed the identification of proteins belonging to eight main functional protein classes such as SVMPs, serine proteinases, PLA2, LAAO, 5'nucleotidase, C-type lectin, CRISP and Disintegrin. Biochemical assays indicated that SVEVs are functionally active, showing high metalloproteinase and fibrinogenolytic activity besides being cytotoxic against HUVEC cells. Overall, this study comprehensively depicts the protein composition of SVEVs for the first time. In addition, the molecular function of some of the described proteins suggests a central role for SVEVs in the cytotoxicity of the snake venom and sheds new light in the envenomation process.
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Affiliation(s)
- Victor Corassolla Carregari
- Department of Biochemistry, Institute of Biology (IB), Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil.,GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil
| | - Livia Rosa-Fernandes
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil.,Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Paulo Baldasso
- Department of Biochemistry, Institute of Biology (IB), Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Sergio Paulo Bydlowski
- Laboratory of Genetics and Molecular Hematology (LIM31), University of São Paulo Medical School (FMUSP), São Paulo, Brazil
| | - Sergio Marangoni
- Department of Biochemistry, Institute of Biology (IB), Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Martin R Larsen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Giuseppe Palmisano
- GlycoProteomics Laboratory, Department of Parasitology, ICB, University of São Paulo, São Paulo, Brazil.
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Compositional and functional investigation of individual and pooled venoms from long-term captive and recently wild-caught Bothrops jararaca snakes. J Proteomics 2018; 186:56-70. [DOI: 10.1016/j.jprot.2018.07.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 07/11/2018] [Accepted: 07/14/2018] [Indexed: 01/25/2023]
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Venom Ontogeny in the Mexican Lance-Headed Rattlesnake ( Crotalus polystictus). Toxins (Basel) 2018; 10:toxins10070271. [PMID: 29970805 PMCID: PMC6070973 DOI: 10.3390/toxins10070271] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 06/26/2018] [Accepted: 06/27/2018] [Indexed: 12/26/2022] Open
Abstract
As trophic adaptations, rattlesnake venoms can vary in composition depending on several intrinsic and extrinsic factors. Ontogenetic changes in venom composition have been documented for numerous species, but little is known of the potential age-related changes in many rattlesnake species found in México. In the current study, venom samples collected from adult and neonate Crotalus polystictus from Estado de México were subjected to enzymatic and electrophoretic analyses, toxicity assays (LD50), and MALDI-TOF mass spectrometry, and a pooled sample of adult venom was analyzed by shotgun proteomics. Electrophoretic profiles of adult males and females were quite similar, and only minor sex-based variation was noted. However, distinct differences were observed between venoms from adult females and their neonate offspring. Several prominent bands, including P-I and P-III snake venom metalloproteinases (SVMPs) and disintegrins (confirmed by MS/MS) were present in adult venoms and absent/greatly reduced in neonate venoms. Age-dependent differences in SVMP, kallikrein-like, phospholipase A2 (PLA2), and L-amino acid oxidase (LAAO) activity levels were confirmed by enzymatic activity assays, and like many other rattlesnake species, venoms from adult snakes have higher SVMP activity than neonate venoms. Conversely, PLA2 activity was approximately 2.5 × greater in venoms from neonates, likely contributing to the increased toxicity (neonate venom LD50 = 4.5 μg/g) towards non-Swiss albino mice when compared to adult venoms (LD50 = 5.5 μg/g). Thrombin-like (TLE) and phosphodiesterase activities did not vary significantly with age. A significant effect of sex (between adult male and adult female venoms) was also observed for SVMP, TLE, and LAAO activities. Analysis of pooled adult venom by LC-MS/MS identified 14 toxin protein families, dominated by bradykinin-inhibitory peptides, SVMPs (P-I, P-II and P-III), disintegrins, PLA2s, C-type-lectins, CRiSPs, serine proteinases, and LAAOs (96% of total venom proteins). Neonate and adult C. polystictus in this population consume almost exclusively mammals, suggesting that age-based differences in composition are related to physical differences in prey (e.g., surface-to-volume ratio differences) rather than taxonomic differences between prey. Venoms from adult C. polystictus fit a Type I pattern (high SVMP activity, lower toxicity), which is characteristic of many larger-bodied rattlesnakes of North America.
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Aird SD, Arora J, Barua A, Qiu L, Terada K, Mikheyev AS. Population Genomic Analysis of a Pitviper Reveals Microevolutionary Forces Underlying Venom Chemistry. Genome Biol Evol 2018; 9:2640-2649. [PMID: 29048530 PMCID: PMC5737360 DOI: 10.1093/gbe/evx199] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/27/2017] [Indexed: 12/24/2022] Open
Abstract
Venoms are among the most biologically active secretions known, and are commonly believed to evolve under extreme positive selection. Many venom gene families, however, have undergone duplication, and are often deployed in doses vastly exceeding the LD50 for most prey species, which should reduce the strength of positive selection. Here, we contrast these selective regimes using snake venoms, which consist of rapidly evolving protein formulations. Though decades of extensive studies have found that snake venom proteins are subject to strong positive selection, the greater action of drift has been hypothesized, but never tested. Using a combination of de novo genome sequencing, population genomics, transcriptomics, and proteomics, we compare the two modes of evolution in the pitviper, Protobothrops mucrosquamatus. By partitioning selective constraints and adaptive evolution in a McDonald–Kreitman-type framework, we find support for both hypotheses: venom proteins indeed experience both stronger positive selection, and lower selective constraint than other genes in the genome. Furthermore, the strength of selection may be modulated by expression level, with more abundant proteins experiencing weaker selective constraint, leading to the accumulation of more deleterious mutations. These findings show that snake venoms evolve by a combination of adaptive and neutral mechanisms, both of which explain their extraordinarily high rates of molecular evolution. In addition to positive selection, which optimizes efficacy of the venom in the short term, relaxed selective constraints for deleterious mutations can lead to more rapid turnover of individual proteins, and potentially to exploration of a larger venom phenotypic space.
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Affiliation(s)
- Steven D Aird
- Ecology and Evolution Unit, Okinawa Institute of Science and Technology Graduate University, Kunigami-gun, Okinawa-ken, Japan
| | - Jigyasa Arora
- Ecology and Evolution Unit, Okinawa Institute of Science and Technology Graduate University, Kunigami-gun, Okinawa-ken, Japan
| | - Agneesh Barua
- Ecology and Evolution Unit, Okinawa Institute of Science and Technology Graduate University, Kunigami-gun, Okinawa-ken, Japan
| | - Lijun Qiu
- Ecology and Evolution Unit, Okinawa Institute of Science and Technology Graduate University, Kunigami-gun, Okinawa-ken, Japan
| | - Kouki Terada
- Okinawa Prefectural Institute of Health and the Environment, Biology and Ecology Group, Nanjo-shi, Okinawa, Japan
| | - Alexander S Mikheyev
- Ecology and Evolution Unit, Okinawa Institute of Science and Technology Graduate University, Kunigami-gun, Okinawa-ken, Japan
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28
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Dowell NL, Giorgianni MW, Griffin S, Kassner VA, Selegue JE, Sanchez EE, Carroll SB. Extremely Divergent Haplotypes in Two Toxin Gene Complexes Encode Alternative Venom Types within Rattlesnake Species. Curr Biol 2018; 28:1016-1026.e4. [PMID: 29576471 DOI: 10.1016/j.cub.2018.02.031] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 01/11/2018] [Accepted: 02/14/2018] [Indexed: 11/17/2022]
Abstract
Natural selection is generally expected to favor one form of a given trait within a population. The presence of multiple functional variants of traits involved in activities such as feeding, reproduction, or the defense against predators is relatively uncommon within animal species. The genetic architecture and evolutionary mechanisms underlying the origin and maintenance of such polymorphisms are of special interest. Among rattlesnakes, several instances of the production of biochemically distinct neurotoxic or hemorrhagic venom types within the same species are known. Here, we investigated the genetic basis of this phenomenon in three species and found that neurotoxic and hemorrhagic individuals of the same species possess markedly different haplotypes at two toxin gene complexes. For example, neurotoxic and hemorrhagic Crotalus scutulatus individuals differ by 5 genes at the phospholipase A2 (PLA2) toxin gene complex and by 11 genes at the metalloproteinase (MP) gene complex. A similar set of extremely divergent haplotypes also underlies alternate venom types within C. helleri and C. horridus. We further show that the MP and PLA2 haplotypes of neurotoxic C. helleri appear to have been acquired through hybridization with C. scutulatus-a rare example of the horizontal transfer of a potentially highly adaptive suite of genes. These large structural variants appear analogous to immunity gene complexes in host-pathogen arms races and may reflect the impact of balancing selection at the PLA2 and MP complexes for predation on different prey.
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Affiliation(s)
- Noah L Dowell
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Matt W Giorgianni
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Sam Griffin
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Victoria A Kassner
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Jane E Selegue
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Elda E Sanchez
- National Natural Toxins Research Center and Department of Chemistry, Texas A&M University, Kingsville, MSC 224, Kingsville, TX 78363, USA
| | - Sean B Carroll
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin, Madison, 1525 Linden Drive, Madison, WI 53706, USA.
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29
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Dobson J, Yang DC, Op den Brouw B, Cochran C, Huynh T, Kurrupu S, Sánchez EE, Massey DJ, Baumann K, Jackson TNW, Nouwens A, Josh P, Neri-Castro E, Alagón A, Hodgson WC, Fry BG. Rattling the border wall: Pathophysiological implications of functional and proteomic venom variation between Mexican and US subspecies of the desert rattlesnake Crotalus scutulatus. Comp Biochem Physiol C Toxicol Pharmacol 2018; 205:62-69. [PMID: 29074260 PMCID: PMC5825281 DOI: 10.1016/j.cbpc.2017.10.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 10/19/2017] [Accepted: 10/19/2017] [Indexed: 12/11/2022]
Abstract
While some US populations of the Mohave rattlesnake (Crotalus scutulatus scutulatus) are infamous for being potently neurotoxic, the Mexican subspecies C. s. salvini (Huamantlan rattlesnake) has been largely unstudied beyond crude lethality testing upon mice. In this study we show that at least some populations of this snake are as potently neurotoxic as its northern cousin. Testing of the Mexican antivenom Antivipmyn showed a complete lack of neutralisation for the neurotoxic effects of C. s. salvini venom, while the neurotoxic effects of the US subspecies C. s. scutulatus were time-delayed but ultimately not eliminated. These results document unrecognised potent neurological effects of a Mexican snake and highlight the medical importance of this subspecies, a finding augmented by the ineffectiveness of the Antivipmyn antivenom. These results also influence our understanding of the venom evolution of Crotalus scutulatus, suggesting that neurotoxicity is the ancestral feature of this species, with the US populations which lack neurotoxicity being derived states.
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Affiliation(s)
- James Dobson
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia
| | - Daryl C Yang
- Department of Pharmacology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Bianca Op den Brouw
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia
| | - Chip Cochran
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Tam Huynh
- Department of Pharmacology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Sanjaya Kurrupu
- Department of Pharmacology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Elda E Sánchez
- National Natural Toxins Research Center (NNTRC), Department of Chemistry, Texas A&M University-Kingsville, MSC 224, 975 West Avenue B, Kingsville, TX 78363, USA
| | - Daniel J Massey
- Arizona Poison and Drug Information Center, 1295 N Martin Room B308, Tucson, AZ 85721, USA; Banner University Medical Center, 1501 N. Campbell Ave, Tucson, AZ 85745, USA
| | - Kate Baumann
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia
| | - Timothy N W Jackson
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia; Australian Venom Research Unit, Department of Pharmacology, University of Melbourne, Parkville, Victoria 3000, Australia
| | - Amanda Nouwens
- School of Chemistry and Molecular Biology, University of Queensland, St Lucia, QLD, 4072, Australia
| | - Peter Josh
- School of Chemistry and Molecular Biology, University of Queensland, St Lucia, QLD, 4072, Australia
| | - Edgar Neri-Castro
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad # 2001, Colonia Chamilpa, Cuernavaca, Morelos 62210, Mexico
| | - Alejandro Alagón
- Instituto de Biotecnología, Universidad Nacional Autónoma de México, Av. Universidad # 2001, Colonia Chamilpa, Cuernavaca, Morelos 62210, Mexico
| | - Wayne C Hodgson
- Department of Pharmacology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Bryan G Fry
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
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30
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A Review and Database of Snake Venom Proteomes. Toxins (Basel) 2017; 9:toxins9090290. [PMID: 28927001 PMCID: PMC5618223 DOI: 10.3390/toxins9090290] [Citation(s) in RCA: 327] [Impact Index Per Article: 46.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 09/15/2017] [Accepted: 09/15/2017] [Indexed: 12/15/2022] Open
Abstract
Advances in the last decade combining transcriptomics with established proteomics methods have made possible rapid identification and quantification of protein families in snake venoms. Although over 100 studies have been published, the value of this information is increased when it is collated, allowing rapid assimilation and evaluation of evolutionary trends, geographical variation, and possible medical implications. This review brings together all compositional studies of snake venom proteomes published in the last decade. Compositional studies were identified for 132 snake species: 42 from 360 (12%) Elapidae (elapids), 20 from 101 (20%) Viperinae (true vipers), 65 from 239 (27%) Crotalinae (pit vipers), and five species of non-front-fanged snakes. Approximately 90% of their total venom composition consisted of eight protein families for elapids, 11 protein families for viperines and ten protein families for crotalines. There were four dominant protein families: phospholipase A2s (the most common across all front-fanged snakes), metalloproteases, serine proteases and three-finger toxins. There were six secondary protein families: cysteine-rich secretory proteins, l-amino acid oxidases, kunitz peptides, C-type lectins/snaclecs, disintegrins and natriuretic peptides. Elapid venoms contained mostly three-finger toxins and phospholipase A2s and viper venoms metalloproteases, phospholipase A2s and serine proteases. Although 63 protein families were identified, more than half were present in <5% of snake species studied and always in low abundance. The importance of these minor component proteins remains unknown.
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31
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Yang ZM, Yu H, Liu ZZ, Pei JZ, Yang YE, Yan SX, Zhang C, Zhao WL, Wang ZZ, Wang YM, Tsai IH. Serine protease isoforms in Gloydius intermedius venom: Full sequences, molecular phylogeny and evolutionary implications. J Proteomics 2017; 164:19-32. [DOI: 10.1016/j.jprot.2017.05.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 05/18/2017] [Accepted: 05/25/2017] [Indexed: 02/07/2023]
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32
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Nalbantsoy A, Hempel BF, Petras D, Heiss P, Göçmen B, Iğci N, Yildiz MZ, Süssmuth RD. Combined venom profiling and cytotoxicity screening of the Radde's mountain viper (Montivipera raddei) and Mount Bulgar Viper (Montivipera bulgardaghica) with potent cytotoxicity against human A549 lung carcinoma cells. Toxicon 2017. [PMID: 28625888 DOI: 10.1016/j.toxicon.2017.06.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Here we report the first characterization of the endemic Mount Bulgar Viper (Montivipera bulgardaghica) and Radde's mountain viper (Montivipera raddei) venom by a combined approach using intact mass profiling and bottom-up proteomics. The cytotoxicity screening of crude venom as well as isolated serine proteases revealed a high activity against A549 human lung carcinoma cells. By means of intact mass profiling of native and reduced venom we observed basic and acidic phospholipases type A2. Moreover, the analysis revealed snake venom metalloproteases, cysteine-rich secretory proteins, disintegrins, snake venom serine proteases, C-type lectins, a vascular endothelial growth factor and an L-amino acid oxidase.
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Affiliation(s)
- Ayse Nalbantsoy
- Department of Bioengineering, Faculty of Engineering, Ege University, Bornova, 35100, Izmir, Turkey
| | - Benjamin-Florian Hempel
- Technische Universität Berlin, Institut für Chemie, Strasse des 17. Juni 124, 10623, Berlin, Germany
| | - Daniel Petras
- Technische Universität Berlin, Institut für Chemie, Strasse des 17. Juni 124, 10623, Berlin, Germany; University of California - San Diego, Skaggs School of Pharmacy & Pharmaceutical Sciences, PSB 4231, 9500, Gilman Drive, La Jolla, CA, USA
| | - Paul Heiss
- Technische Universität Berlin, Institut für Chemie, Strasse des 17. Juni 124, 10623, Berlin, Germany
| | - Bayram Göçmen
- Zoology Section, Department of Biology, Faculty of Science, Ege University, 35100, Bornova, Izmir, Turkey
| | - Nasit Iğci
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Nevşehir Hacı Bektaş Veli University, Nevşehir, Turkey
| | - Mehmet Zülfü Yildiz
- Zoology Section, Department of Biology, Faculty of Arts and Science, Adıyaman University, Adıyaman, Turkey
| | - Roderich D Süssmuth
- Technische Universität Berlin, Institut für Chemie, Strasse des 17. Juni 124, 10623, Berlin, Germany.
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33
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Zancolli G, Sanz L, Calvete JJ, Wüster W. Venom On-a-Chip: A Fast and Efficient Method for Comparative Venomics. Toxins (Basel) 2017; 9:toxins9060179. [PMID: 28555029 PMCID: PMC5488029 DOI: 10.3390/toxins9060179] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 05/23/2017] [Accepted: 05/24/2017] [Indexed: 12/30/2022] Open
Abstract
Venom research has attracted an increasing interest in disparate fields, from drug development and pharmacology, to evolutionary biology and ecology, and rational antivenom production. Advances in “-omics” technologies have allowed the characterization of an increasing number of animal venoms, but the methodology currently available is suboptimal for large-scale comparisons of venom profiles. Here, we describe a fast, reproducible and semi-automated protocol for investigating snake venom variability, especially at the intraspecific level, using the Agilent Bioanalyzer on-chip technology. Our protocol generated a phenotype matrix which can be used for robust statistical analysis and correlations of venom variation with ecological correlates, or other extrinsic factors. We also demonstrate the ease and utility of combining on-chip technology with previously fractionated venoms for detection of specific individual toxin proteins. Our study describes a novel strategy for rapid venom discrimination and analysis of compositional variation at multiple taxonomic levels, allowing researchers to tackle evolutionary questions and unveiling the drivers of the incredible biodiversity of venoms.
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Affiliation(s)
- Giulia Zancolli
- Molecular Ecology and Fisheries Genetics Lab, School of Biological Sciences, Bangor University, Bangor LL57 2UW, UK.
| | - Libia Sanz
- Venomics and Structural Proteomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Jaume Roig 11, Valencia 46010, Spain.
| | - Juan J Calvete
- Venomics and Structural Proteomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Jaume Roig 11, Valencia 46010, Spain.
| | - Wolfgang Wüster
- Molecular Ecology and Fisheries Genetics Lab, School of Biological Sciences, Bangor University, Bangor LL57 2UW, UK.
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34
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Boldrini-França J, Cologna CT, Pucca MB, Bordon KDCF, Amorim FG, Anjolette FAP, Cordeiro FA, Wiezel GA, Cerni FA, Pinheiro-Junior EL, Shibao PYT, Ferreira IG, de Oliveira IS, Cardoso IA, Arantes EC. Minor snake venom proteins: Structure, function and potential applications. Biochim Biophys Acta Gen Subj 2017; 1861:824-838. [DOI: 10.1016/j.bbagen.2016.12.022] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Revised: 12/12/2016] [Accepted: 12/20/2016] [Indexed: 12/20/2022]
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35
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Rokyta DR, Ward MJ. Venom-gland transcriptomics and venom proteomics of the black-back scorpion (Hadrurus spadix) reveal detectability challenges and an unexplored realm of animal toxin diversity. Toxicon 2017; 128:23-37. [DOI: 10.1016/j.toxicon.2017.01.014] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 01/17/2017] [Accepted: 01/18/2017] [Indexed: 10/20/2022]
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36
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Pla D, Sanz L, Sasa M, Acevedo ME, Dwyer Q, Durban J, Pérez A, Rodriguez Y, Lomonte B, Calvete JJ. Proteomic analysis of venom variability and ontogeny across the arboreal palm-pitvipers (genus Bothriechis). J Proteomics 2016; 152:1-12. [PMID: 27777178 DOI: 10.1016/j.jprot.2016.10.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 10/14/2016] [Accepted: 10/19/2016] [Indexed: 01/17/2023]
Abstract
Bothriechis is a genus of eleven currently recognized slender and arboreal venomous snakes, commonly called palm-pitvipers that range from southern Mexico to northern South America. Despite dietary studies suggesting that palm-pitvipers are generalists with an ontogenetic shift toward endothermic prey, venom proteomic analyses have revealed remarkable divergence between the venoms of the Costa Rican species, B. lateralis, B. schlegelii, B. supraciliaris, and B. nigroviridis. To achieve a more complete picture of the venomic landscape across Bothriechis, the venom proteomes of biodiversity of the northern Middle American highland palm-pitvipers, B. thalassinus, B. aurifer, and B. bicolor from Guatemala, B. marchi from Honduras, and neonate Costa Rican B. lateralis and B. schlegelii, were investigated. B. thalassinus and B. aurifer venoms are comprised by similar toxin arsenals dominated by SVMPs (33-39% of the venom proteome), CTLs (11-16%), BPP-like molecules (10-13%), and CRISPs (5-10%), and are characterized by the absence of PLA2 proteins. Conversely, the predominant (35%) components of B. bicolor are D49-PLA2 molecules. The venom proteome of B. marchi is similar to B. aurifer and B. thalassinus in that it is rich in SVMPs and BPPs, but also contains appreciable amounts (14.3%) of PLA2s. The major toxin family found in the venoms of both neonate B. lateralis and B. schlegelii, is serine proteinase (SVSP), comprising about 20% of their toxin arsenals. The venom of neonate B. schlegelii is the only palm-pitviper venom where relative high amounts of Kunitz-type (6.3%) and γPLA2 (5.2%) inhibitors have been identified. Despite notable differences between their proteomes, neonate venoms are more similar to each other than to adults of their respective species. However, the ontogenetic changes taking place in the venom of B. lateralis strongly differ from those that occur in the venom of B. schlegelii. Thus, the ontogenetic change in B. lateralis produces a SVMP-rich venom, whereas in B. schlegelii the age-dependent compositional shift generates a PLA2-rich venom. Overall, genus-wide venomics illustrate the high evolvability of palm-pitviper venoms. The integration of the pattern of venom variation across Bothriechis into a phylogenetic and biogeographic framework may lay the foundation for assessing, in future studies, the evolutionary path that led to the present-day variability of the venoms of palm-pitvipers. SIGNIFICANCE Bothriechis represents a monophyletic basal genus of eleven arboreal palm-pitvipers that range from southern Mexico to northern South America. Despite palm-pitvipers' putative status as diet generalists, previous proteomic analyses have revealed remarkable divergence between the venoms of Costa Rican species, B. lateralis, B. schlegelii, B. supraciliaris, and B. nigroviridis. Our current proteomic study of Guatemalan species, B. thalassinus, B. aurifer, and B. bicolor, Honduran B. marchi, and neonate B. lateralis and B. schlegelii from Costa Rica was undertaken to deepen our understanding of the evolutionary pattern of venom proteome diversity across Bothriechis. Ancestral characters are often, but not always, preserved in an organism's development. Venoms of neonate B. lateralis and B. schlegelii are more similar to each other than to adults of their respective species, suggesting that the high evolvability of palm-pitviper venoms may represent an inherent feature of Bothriechis common ancestor. Our genus-wide data identified four nodes of venom phenotype differentiation across the phylogeny of Bothriechis. Integrated into a phylogenetic and biogeographic framework, the pattern of venom variation across Bothriechis may lay the groundwork to establish whether divergence was driven by selection for efficient resource exploitation in arboreal 'islands', thereby contributing to the ecological speciation of the genus.
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Affiliation(s)
- Davinia Pla
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Libia Sanz
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Mahmood Sasa
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Manuel E Acevedo
- Centro de Estudios Conservacionistas, Centro de Datos para la Conservacion, Universidad de San Carlos de Guatemala, Ciudad de Guatemala, Guatemala
| | - Quetzal Dwyer
- Parque Reptilandia, Platanillo between Dominical & San Isidro, 8000 Dominical, Puntarenas, Costa Rica
| | - Jordi Durban
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Alicia Pérez
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Yania Rodriguez
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain
| | - Bruno Lomonte
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica.
| | - Juan J Calvete
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, CSIC, Valencia, Spain.
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37
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Mackessy SP, Saviola AJ. Understanding Biological Roles of Venoms Among the Caenophidia: The Importance of Rear-Fanged Snakes. Integr Comp Biol 2016; 56:1004-1021. [PMID: 27639275 DOI: 10.1093/icb/icw110] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Snake venoms represent an adaptive trophic response to the challenges confronting a limbless predator for overcoming combative prey, and this chemical means of subduing prey shows several dominant phenotypes. Many front-fanged snakes, particularly vipers, feed on various vertebrate and invertebrate prey species, and some of their venom components (e.g., metalloproteinases, cobratoxin) appear to have been selected for "broad-brush" incapacitation of different prey taxa. Using proteomic and genomic techniques, the compositional diversity of front-fanged snakes is becoming well characterized; however, this is not the case for most rear-fanged colubroid snakes. Because these species consume a high diversity of prey, and because venoms are primarily a trophic adaptation, important clues for understanding specific selective pressures favoring venom component composition will be found among rear-fanged snake venoms. Rear-fanged snakes typically (but not always) produce venoms with lower complexity than front-fanged snakes, and there are even fewer dominant (and, arguably, biologically most relevant) venom protein families. We have demonstrated taxon-specific toxic effects, where lizards and birds show high susceptibility while mammals are largely unaffected, for both Old World and New World rear-fanged snakes, strongly indicating a causal link between toxin evolution and prey preference. New data are presented on myotoxin a, showing that the extremely rapid paralysis induced by this rattlesnake toxin is specific for rodents, and that myotoxin a is ineffectual against lizards. Relatively few rear-fanged snake venoms have been characterized, and basic natural history data are largely lacking, but directed sampling of specialized species indicates that novel compounds are likely among these specialists, particularly among those species feeding on invertebrate prey such as scorpions and centipedes. Because many of the more than 2200 species of colubroid snakes are rear-fanged, and many possess a Duvernoy's venom gland, understanding the nature of their venoms is foundational to understanding venom evolution in advanced snakes.
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Affiliation(s)
- Stephen P Mackessy
- School of Biological Sciences, University of Northern Colorado, 501 20th St, Greeley, CO 80639-0017, USA
| | - Anthony J Saviola
- School of Biological Sciences, University of Northern Colorado, 501 20th St, Greeley, CO 80639-0017, USA
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Dowell NL, Giorgianni MW, Kassner VA, Selegue JE, Sanchez EE, Carroll SB. The Deep Origin and Recent Loss of Venom Toxin Genes in Rattlesnakes. Curr Biol 2016; 26:2434-2445. [PMID: 27641771 DOI: 10.1016/j.cub.2016.07.038] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 07/01/2016] [Accepted: 07/15/2016] [Indexed: 11/26/2022]
Abstract
The genetic origin of novel traits is a central but challenging puzzle in evolutionary biology. Among snakes, phospholipase A2 (PLA2)-related toxins have evolved in different lineages to function as potent neurotoxins, myotoxins, or hemotoxins. Here, we traced the genomic origin and evolution of PLA2 toxins by examining PLA2 gene number, organization, and expression in both neurotoxic and non-neurotoxic rattlesnakes. We found that even though most North American rattlesnakes do not produce neurotoxins, the genes of a specialized heterodimeric neurotoxin predate the origin of rattlesnakes and were present in their last common ancestor (∼22 mya). The neurotoxin genes were then deleted independently in the lineages leading to the Western Diamondback (Crotalus atrox) and Eastern Diamondback (C. adamanteus) rattlesnakes (∼6 mya), while a PLA2 myotoxin gene retained in C. atrox was deleted from the neurotoxic Mojave rattlesnake (C. scutulatus; ∼4 mya). The rapid evolution of PLA2 gene number appears to be due to transposon invasion that provided a template for non-allelic homologous recombination.
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Affiliation(s)
- Noah L Dowell
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin-Madison, 1525 Linden Drive, Madison, WI 53706, USA.
| | - Matt W Giorgianni
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin-Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Victoria A Kassner
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin-Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Jane E Selegue
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin-Madison, 1525 Linden Drive, Madison, WI 53706, USA
| | - Elda E Sanchez
- National Natural Toxins Research Center and Department of Chemistry, Texas A&M University-Kingsville, MSC 224, Kingsville, TX 78363, USA
| | - Sean B Carroll
- Howard Hughes Medical Institute and Laboratory of Molecular Biology, University of Wisconsin-Madison, 1525 Linden Drive, Madison, WI 53706, USA.
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Debono J, Cochran C, Kuruppu S, Nouwens A, Rajapakse NW, Kawasaki M, Wood K, Dobson J, Baumann K, Jouiaei M, Jackson TNW, Koludarov I, Low D, Ali SA, Smith AI, Barnes A, Fry BG. Canopy Venom: Proteomic Comparison among New World Arboreal Pit-Viper Venoms. Toxins (Basel) 2016; 8:toxins8070210. [PMID: 27399777 PMCID: PMC4963843 DOI: 10.3390/toxins8070210] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2015] [Revised: 05/28/2016] [Accepted: 06/16/2016] [Indexed: 11/16/2022] Open
Abstract
Central and South American pitvipers, belonging to the genera Bothrops and Bothriechis, have independently evolved arboreal tendencies. Little is known regarding the composition and activity of their venoms. In order to close this knowledge gap, venom proteomics and toxin activity of species of Bothriechis, and Bothrops (including Bothriopsis) were investigated through established analytical methods. A combination of proteomics and bioactivity techniques was used to demonstrate a similar diversification of venom composition between large and small species within Bothriechis and Bothriopsis. Increasing our understanding of the evolution of complex venom cocktails may facilitate future biodiscoveries.
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Affiliation(s)
- Jordan Debono
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Chip Cochran
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA.
| | - Sanjaya Kuruppu
- Department of Biochemistry & Molecular Biology, Biomedical Discovery Institute, Monash University, Clayton, VIC 3800, Australia.
| | - Amanda Nouwens
- School of Chemistry and Molecular Biosciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Niwanthi W Rajapakse
- Baker IDI Heart and Diabetes Institute, 75 Commercial Road, Melbourne, Victoria 3004, Australia.
- Department of Physiology, Biomedical Discovery Institute, Monash University, Clayton, VIC 3800, Australia.
| | - Minami Kawasaki
- Aquatic Animal Health, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072 Australia.
| | - Kelly Wood
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - James Dobson
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Kate Baumann
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Mahdokht Jouiaei
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
- Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Timothy N W Jackson
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
- Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Ivan Koludarov
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
- Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Dolyce Low
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
| | - Syed A Ali
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
- Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD 4072, Australia.
- HEJ Research Institute of Chemistry, ICCBS, University of Karachi, Karachi-75270, Pakistan.
| | - A Ian Smith
- Department of Biochemistry & Molecular Biology, Biomedical Discovery Institute, Monash University, Clayton, VIC 3800, Australia.
| | - Andrew Barnes
- Aquatic Animal Health, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072 Australia
| | - Bryan G Fry
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St Lucia, QLD 4072, Australia.
- Institute for Molecular Bioscience, University of Queensland, St Lucia, QLD 4072, Australia.
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Carrasco PA, Venegas PJ, Chaparro JC, Scrocchi GJ. Nomenclatural instability in the venomous snakes of the Bothrops complex: Implications in toxinology and public health. Toxicon 2016; 119:122-8. [PMID: 27242040 DOI: 10.1016/j.toxicon.2016.05.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 05/24/2016] [Accepted: 05/26/2016] [Indexed: 11/18/2022]
Abstract
Since nomenclature is intended to reflect the evolutionary history of organisms, advances in our understanding of historical relationships may lead to changes in classification, and thus potentially in taxonomic instability. An unstable nomenclature for medically important animals like venomous snakes is of concern, and its implications in venom/antivenom research and snakebite treatment have been extensively discussed since the 90´s. The taxonomy of the pitvipers of the Bothrops complex has been historically problematic and different genus-level rearrangements were proposed to rectify the long-standing paraphyly of the group. Here we review the toxinological literature on the Bothrops complex to estimate the impact of recent proposals of classification in non-systematic research. This assessment revealed moderate levels of nomenclatural instability in the last five years, and the recurrence of some practices discussed in previous studies regarding the use of classifications and the information provided about the origin of venom samples. We briefly comment on a few examples and the implications of different proposals of classifications for the Bothrops complex. The aim of this review is to contribute to the reduction of adverse effects of current taxonomic instability in a group of medical importance in the Americas.
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Affiliation(s)
- Paola Andrea Carrasco
- Centro de Zoología Aplicada, Instituto de Diversidad y Ecología Animal (IDEA-CONICET), Universidad Nacional de Córdoba, Rondeau 798, 5000 Córdoba, Argentina.
| | - Pablo Javier Venegas
- División de Herpetología, Centro de Ornitología y Biodiversidad (CORBIDI), Santa Rita, 10536, Of. 202, Huertos de San Antonio, Surco, Lima, Perú
| | - Juan Carlos Chaparro
- Departamento de Herpetología del Museo de Historia Natural del Cusco, Universidad Nacional de San Antonio Abad del Cusco, Plaza de Armas del Cusco s/n, Cusco, Perú
| | - Gustavo José Scrocchi
- CONICET and Instituto de Herpetología, Fundación Miguel Lillo, Miguel Lillo 251, 4000 San Miguel de Tucumán, Argentina
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Verdes A, Anand P, Gorson J, Jannetti S, Kelly P, Leffler A, Simpson D, Ramrattan G, Holford M. From Mollusks to Medicine: A Venomics Approach for the Discovery and Characterization of Therapeutics from Terebridae Peptide Toxins. Toxins (Basel) 2016; 8:117. [PMID: 27104567 PMCID: PMC4848642 DOI: 10.3390/toxins8040117] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 04/06/2016] [Accepted: 04/07/2016] [Indexed: 12/21/2022] Open
Abstract
Animal venoms comprise a diversity of peptide toxins that manipulate molecular targets such as ion channels and receptors, making venom peptides attractive candidates for the development of therapeutics to benefit human health. However, identifying bioactive venom peptides remains a significant challenge. In this review we describe our particular venomics strategy for the discovery, characterization, and optimization of Terebridae venom peptides, teretoxins. Our strategy reflects the scientific path from mollusks to medicine in an integrative sequential approach with the following steps: (1) delimitation of venomous Terebridae lineages through taxonomic and phylogenetic analyses; (2) identification and classification of putative teretoxins through omics methodologies, including genomics, transcriptomics, and proteomics; (3) chemical and recombinant synthesis of promising peptide toxins; (4) structural characterization through experimental and computational methods; (5) determination of teretoxin bioactivity and molecular function through biological assays and computational modeling; (6) optimization of peptide toxin affinity and selectivity to molecular target; and (7) development of strategies for effective delivery of venom peptide therapeutics. While our research focuses on terebrids, the venomics approach outlined here can be applied to the discovery and characterization of peptide toxins from any venomous taxa.
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Affiliation(s)
- Aida Verdes
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- The Graduate Center, City University of New York, 365 5th Ave, New York, NY 10016, USA.
- Sackler Institute for Comparative Genomics, Invertebrate Zoology, American Museum of Natural History, Central Park West & 79th St, New York, NY 10024, USA.
| | - Prachi Anand
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
| | - Juliette Gorson
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- The Graduate Center, City University of New York, 365 5th Ave, New York, NY 10016, USA.
- Sackler Institute for Comparative Genomics, Invertebrate Zoology, American Museum of Natural History, Central Park West & 79th St, New York, NY 10024, USA.
| | - Stephen Jannetti
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- The Graduate Center, City University of New York, 365 5th Ave, New York, NY 10016, USA.
| | - Patrick Kelly
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- The Graduate Center, City University of New York, 365 5th Ave, New York, NY 10016, USA.
| | - Abba Leffler
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine 550 1st Avenue, New York, NY 10016, USA.
| | - Danny Simpson
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- Tandon School of Engineering, New York University 6 MetroTech Center, Brooklyn, NY 11201, USA.
| | - Girish Ramrattan
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
| | - Mandë Holford
- Hunter College, The City University of New York, Belfer Research Building, 413 E. 69th Street, New York, NY 10021, USA.
- The Graduate Center, City University of New York, 365 5th Ave, New York, NY 10016, USA.
- Sackler Institute for Comparative Genomics, Invertebrate Zoology, American Museum of Natural History, Central Park West & 79th St, New York, NY 10024, USA.
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Haney RA, Clarke TH, Gadgil R, Fitzpatrick R, Hayashi CY, Ayoub NA, Garb JE. Effects of Gene Duplication, Positive Selection, and Shifts in Gene Expression on the Evolution of the Venom Gland Transcriptome in Widow Spiders. Genome Biol Evol 2016; 8:228-42. [PMID: 26733576 PMCID: PMC4758249 DOI: 10.1093/gbe/evv253] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Gene duplication and positive selection can be important determinants of the evolution of venom, a protein-rich secretion used in prey capture and defense. In a typical model of venom evolution, gene duplicates switch to venom gland expression and change function under the action of positive selection, which together with further duplication produces large gene families encoding diverse toxins. Although these processes have been demonstrated for individual toxin families, high-throughput multitissue sequencing of closely related venomous species can provide insights into evolutionary dynamics at the scale of the entire venom gland transcriptome. By assembling and analyzing multitissue transcriptomes from the Western black widow spider and two closely related species with distinct venom toxicity phenotypes, we do not find that gene duplication and duplicate retention is greater in gene families with venom gland biased expression in comparison with broadly expressed families. Positive selection has acted on some venom toxin families, but does not appear to be in excess for families with venom gland biased expression. Moreover, we find 309 distinct gene families that have single transcripts with venom gland biased expression, suggesting that the switching of genes to venom gland expression in numerous unrelated gene families has been a dominant mode of evolution. We also find ample variation in protein sequences of venom gland–specific transcripts, lineage-specific family sizes, and ortholog expression among species. This variation might contribute to the variable venom toxicity of these species.
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Affiliation(s)
- Robert A Haney
- Department of Biological Sciences, University of Massachusetts, Lowell
| | - Thomas H Clarke
- Department of Biology, Washington and Lee University Department of Biology, University of California, Riverside
| | - Rujuta Gadgil
- Department of Biological Sciences, University of Massachusetts, Lowell
| | - Ryan Fitzpatrick
- Department of Biological Sciences, University of Massachusetts, Lowell
| | | | - Nadia A Ayoub
- Department of Biology, Washington and Lee University
| | - Jessica E Garb
- Department of Biological Sciences, University of Massachusetts, Lowell
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Malhotra A, Creer S, Harris JB, Thorpe RS. The importance of being genomic: Non-coding and coding sequences suggest different models of toxin multi-gene family evolution. Toxicon 2015; 107:344-58. [DOI: 10.1016/j.toxicon.2015.08.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Revised: 07/31/2015] [Accepted: 08/06/2015] [Indexed: 10/23/2022]
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Sunagar K, Morgenstern D, Reitzel AM, Moran Y. Ecological venomics: How genomics, transcriptomics and proteomics can shed new light on the ecology and evolution of venom. J Proteomics 2015; 135:62-72. [PMID: 26385003 DOI: 10.1016/j.jprot.2015.09.015] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Revised: 09/02/2015] [Accepted: 09/09/2015] [Indexed: 01/18/2023]
Abstract
Animal venom is a complex cocktail of bioactive chemicals that traditionally drew interest mostly from biochemists and pharmacologists. However, in recent years the evolutionary and ecological importance of venom is realized as this trait has direct and strong influence on interactions between species. Moreover, venom content can be modulated by environmental factors. Like many other fields of biology, venom research has been revolutionized in recent years by the introduction of systems biology approaches, i.e., genomics, transcriptomics and proteomics. The employment of these methods in venom research is known as 'venomics'. In this review we describe the history and recent advancements of venomics and discuss how they are employed in studying venom in general and in particular in the context of evolutionary ecology. We also discuss the pitfalls and challenges of venomics and what the future may hold for this emerging scientific field.
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Affiliation(s)
- Kartik Sunagar
- Department of Ecology, Evolution and Behavior, Alexander Silberman Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - David Morgenstern
- Proteomics Resource Center, Langone Medical Center, New York University, New York, USA.
| | - Adam M Reitzel
- Department of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA
| | - Yehu Moran
- Department of Ecology, Evolution and Behavior, Alexander Silberman Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem 91904, Israel.
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Interrogating the Venom of the Viperid Snake Sistrurus catenatus edwardsii by a Combined Approach of Electrospray and MALDI Mass Spectrometry. PLoS One 2015; 10:e0092091. [PMID: 25955844 PMCID: PMC4425365 DOI: 10.1371/journal.pone.0092091] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2013] [Accepted: 02/17/2014] [Indexed: 11/21/2022] Open
Abstract
The complete sequence characterization of snake venom proteins by mass spectrometry is rather challenging due to the presence of multiple isoforms from different protein families. In the present study, we investigated the tryptic digest of the venom of the viperid snake Sistrurus catenatus edwardsii by a combined approach of liquid chromatography coupled to either electrospray (online) or MALDI (offline) mass spectrometry. These different ionization techniques proved to be complementary allowing the identification a great variety of isoforms of diverse snake venom protein families, as evidenced by the detection of the corresponding unique peptides. For example, ten out of eleven predicted isoforms of serine proteinases of the venom of S. c. edwardsii were distinguished using this approach. Moreover, snake venom protein families not encountered in a previous transcriptome study of the venom gland of this snake were identified. In essence, our results support the notion that complementary ionization techniques of mass spectrometry allow for the detection of even subtle sequence differences of snake venom proteins, which is fundamental for future structure-function relationship and possible drug design studies.
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Koludarov I, Jackson TNW, Sunagar K, Nouwens A, Hendrikx I, Fry BG. Fossilized venom: the unusually conserved venom profiles of Heloderma species (beaded lizards and gila monsters). Toxins (Basel) 2014; 6:3582-95. [PMID: 25533521 PMCID: PMC4280549 DOI: 10.3390/toxins6123582] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 12/17/2014] [Accepted: 12/18/2014] [Indexed: 12/03/2022] Open
Abstract
Research into snake venoms has revealed extensive variation at all taxonomic levels. Lizard venoms, however, have received scant research attention in general, and no studies of intraclade variation in lizard venom composition have been attempted to date. Despite their iconic status and proven usefulness in drug design and discovery, highly venomous helodermatid lizards (gila monsters and beaded lizards) have remained neglected by toxinological research. Proteomic comparisons of venoms of three helodermatid lizards in this study has unravelled an unusual similarity in venom-composition, despite the long evolutionary time (~30 million years) separating H. suspectum from the other two species included in this study (H. exasperatum and H. horridum). Moreover, several genes encoding the major helodermatid toxins appeared to be extremely well-conserved under the influence of negative selection (but with these results regarded as preliminary due to the scarcity of available sequences). While the feeding ecologies of all species of helodermatid lizard are broadly similar, there are significant morphological differences between species, which impact upon relative niche occupation.
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Affiliation(s)
- Ivan Koludarov
- Venom Evolution Lab, School of Biological Sciences, the University of Queensland, St. Lucia, Queensland 4072, Australia.
| | - Timothy N W Jackson
- Venom Evolution Lab, School of Biological Sciences, the University of Queensland, St. Lucia, Queensland 4072, Australia.
| | - Kartik Sunagar
- Department of Ecology, Evolution and Behavior, the Alexander Silberman Institute for Life Sciences, Hebrew University of Jerusalem, Jerusalem 91904, Israel.
| | - Amanda Nouwens
- School of Chemistry and Molecular Biosciences, University of Queensland, St. Lucia, Queensland 4072, Australia.
| | - Iwan Hendrikx
- Venom Evolution Lab, School of Biological Sciences, the University of Queensland, St. Lucia, Queensland 4072, Australia.
| | - Bryan G Fry
- Venom Evolution Lab, School of Biological Sciences, the University of Queensland, St. Lucia, Queensland 4072, Australia.
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McGivern JJ, Wray KP, Margres MJ, Couch ME, Mackessy SP, Rokyta DR. RNA-seq and high-definition mass spectrometry reveal the complex and divergent venoms of two rear-fanged colubrid snakes. BMC Genomics 2014; 15:1061. [PMID: 25476704 PMCID: PMC4289226 DOI: 10.1186/1471-2164-15-1061] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 11/20/2014] [Indexed: 12/21/2022] Open
Abstract
Background Largely because of their direct, negative impacts on human health, the venoms of front-fanged snakes of the families Viperidae and Elapidae have been extensively characterized proteomically, transcriptomically, and pharmacologically. However, relatively little is known about the molecular complexity and evolution of the venoms of rear-fanged colubrid snakes, which are, with a few notable exceptions, regarded as harmless to humans. Many of these snakes have venoms with major effects on their preferred prey, and their venoms are probably as critical to their survival as those of front-fanged elapids and viperids. Results We sequenced the venom-gland transcriptomes from a specimen of Hypsiglena (Desert Night Snake; family Colubridae, subfamily Dipsadinae) and of Boiga irregularis (Brown Treesnake; family Colubridae, subfamily Colubrinae) and verified the transcriptomic results proteomically by means of high-definition mass spectrometry. We identified nearly 3,000 nontoxin genes for each species. For B. irregularis, we found 108 putative toxin transcripts in 46 clusters with <1% nucleotide divergence, and for Hypsiglena we identified 79 toxin sequences that were grouped into 33 clusters. Comparisons of the venoms revealed divergent venom types, with Hypsiglena possessing a viper-like venom dominated by metalloproteinases, and B. irregularis having a more elapid-like venom, consisting primarily of three-finger toxins. Conclusions Despite the difficulty of procuring venom from rear-fanged species, we were able to complete all analyses from a single specimen of each species without pooling venom samples or glands, demonstrating the power of high-definition transcriptomic and proteomic approaches. We found a high level of divergence in the venom types of two colubrids. These two venoms reflected the hemorrhagic/neurotoxic venom dichotomy that broadly characterizes the difference in venom strategies between elapids and viperids.
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Affiliation(s)
| | | | | | | | | | - Darin R Rokyta
- Department of Biological Science, Florida State University, Tallahassee, FL 32306-4295, USA.
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Sunagar K, Undheim EAB, Scheib H, Gren ECK, Cochran C, Person CE, Koludarov I, Kelln W, Hayes WK, King GF, Antunes A, Fry BG. Intraspecific venom variation in the medically significant Southern Pacific Rattlesnake (Crotalus oreganus helleri): biodiscovery, clinical and evolutionary implications. J Proteomics 2014; 99:68-83. [PMID: 24463169 DOI: 10.1016/j.jprot.2014.01.013] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Revised: 01/11/2014] [Accepted: 01/13/2014] [Indexed: 01/11/2023]
Abstract
UNLABELLED Due to the extreme variation of venom, which consequently results in drastically variable degrees of neutralization by CroFab antivenom, the management and treatment of envenoming by Crotalus oreganus helleri (the Southern Pacific Rattlesnake), one of the most medically significant snake species in all of North America, has been a clinician's nightmare. This snake has also been the subject of sensational news stories regarding supposed rapid (within the last few decades) evolution of its venom. This research demonstrates for the first time that variable evolutionary selection pressures sculpt the intraspecific molecular diversity of venom components in C. o. helleri. We show that myotoxic β-defensin peptides (aka: crotamines/small basic myotoxic peptides) are secreted in large amounts by all populations. However, the mature toxin-encoding nucleotide regions evolve under the constraints of negative selection, likely as a result of their non-specific mode of action which doesn't enforce them to follow the regime of the classic predator-prey chemical arms race. The hemorrhagic and tissue destroying snake venom metalloproteinases (SVMPs) were secreted in larger amounts by the Catalina Island and Phelan rattlesnake populations, in moderate amounts in the Loma Linda population and in only trace levels by the Idyllwild population. Only the Idyllwild population in the San Jacinto Mountains contained potent presynaptic neurotoxic phospholipase A2 complex characteristic of Mohave Rattlesnake (Crotalus scutulatus) and Neotropical Rattlesnake (Crotalus durissus terrificus). The derived heterodimeric lectin toxins characteristic of viper venoms, which exhibit a diversity of biological activities, including anticoagulation, agonism/antagonism of platelet activation, or procoagulation, appear to have evolved under extremely variable selection pressures. While most lectin α- and β-chains evolved rapidly under the influence of positive Darwinian selection, the β-chain lectin of the Catalina Island population appears to have evolved under the constraint of negative selection. Both lectin chains were conspicuously absent in both the proteomics and transcriptomics of the Idyllwild population. Thus, we not only highlight the tremendous biochemical diversity in C. o. helleri's venom-arsenal, but we also show that they experience remarkably variable strengths of evolutionary selection pressures, within each toxin class among populations and among toxin classes within each population. The mapping of geographical venom variation not only provides additional information regarding venom evolution, but also has direct medical implications by allowing prediction of the clinical effects of rattlesnake bites from different regions. Such information, however, also points to these highly variable venoms as being a rich source of novel toxins which may ultimately prove to be useful in drug design and development. BIOLOGICAL SIGNIFICANCE These results have direct implications for the treatment of envenomed patients. The variable venom profile of Crotalus oreganus helleri underscores the biodiscovery potential of novel snake venoms.
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Affiliation(s)
- Kartik Sunagar
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre, 4169-007 Porto, Portugal; CIIMAR/CIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Rua dos Bragas 289, P 4050-123 Porto, Portugal
| | - Eivind A B Undheim
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St. Lucia, Queensland, Australia; Institute for Molecular Bioscience, University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Holger Scheib
- Institute for Molecular Bioscience, University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Eric C K Gren
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Chip Cochran
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Carl E Person
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Ivan Koludarov
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St. Lucia, Queensland, Australia
| | - Wayne Kelln
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - William K Hayes
- Department of Earth and Biological Sciences, Loma Linda University, Loma Linda, CA 92350, USA
| | - Glenn F King
- Institute for Molecular Bioscience, University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Agosthino Antunes
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre, 4169-007 Porto, Portugal; CIIMAR/CIMAR, Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Rua dos Bragas 289, P 4050-123 Porto, Portugal
| | - Bryan Grieg Fry
- Venom Evolution Lab, School of Biological Sciences, University of Queensland, St. Lucia, Queensland, Australia; Institute for Molecular Bioscience, University of Queensland, St. Lucia, Queensland 4072, Australia.
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Georgieva D, Arni RK, Betzel C. Proteome analysis of snake venom toxins: pharmacological insights. Expert Rev Proteomics 2014; 5:787-97. [DOI: 10.1586/14789450.5.6.787] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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