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Bala AA, Bedraoui A, El Mejjad S, Willard NK, Hatcher JD, Iliuk A, Curran JE, Sanchez EE, Suntravat M, Salazar E, El Fatimy R, Daouda T, Galan JA. Bioinformatics-Guided Identification and Quantification of Biomarkers of Crotalus atrox Envenoming and its Neutralization by Antivenom. Mol Cell Proteomics 2025:100956. [PMID: 40147718 DOI: 10.1016/j.mcpro.2025.100956] [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: 07/02/2024] [Revised: 02/18/2025] [Accepted: 03/24/2025] [Indexed: 03/29/2025] Open
Abstract
Quantitative mass spectrometry-based proteomics of extracellular vesicles (EVs) provides systems-level exploration for the analysis of snakebite envenoming (SBE) as the venom progresses, causing injuries such as hemorrhage, trauma, and death. Predicting EV biomarkers has become an essential aspect of this process, offering an avenue to explore the specific pathophysiological changes that occur after envenoming. As new omics approaches emerge to advance our understanding of SBE, further bioinformatics analyses are warranted to incorporate the use of antivenom or other therapeutics to observe their global impact on various biological processes. Herein, we used an in vivo BALB/c mouse model and proteomics approach to analyze the physiological impacts of SBE and antivenom neutralization in intact animals; this was followed by bioinformatics methods to predict potential EV biomarkers. Groups of mice (n=5) were intramuscularly injected with Saline or Crotalus atrox venom. After 30 minutes, the mice received saline or antivenom (ANTIVIPMYN®) by intravenous injection. After 24 hours, blood was collected to extract the plasma to analyze the EV content and determine the exposome of C. atrox venom as well as the neutralizing capabilities of the antivenom. The predicted biomarkers consistently and significantly sensitive to antivenom treatment are Slc25a4, Rps8, Akr1c6, Naa10, Sult1d1, Hadha, Mbl2, Zc3hav, Tgfb1, Prxl2a, Coro1c, Tnni1, Ryr3, C8b, Mycbp, and Cfhr4. These biomarkers pointed towards specific physiological alterations, causing significant metabolic changes in mitochondrial homeostasis, lipid metabolism, immunity, and cytolysis, indicating hallmarks of traumatic injury. Here, we present a more comprehensive view of murine plasma EV proteome and further identify significant changes in abundance for potential biomarkers associated with antivenom treatment. The predicted biomarkers have the potential to enhance current diagnostic tools for snakebite management, thereby contributing significantly to the evolution of treatment strategies in the diagnosis and prognosis of SBE.
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Affiliation(s)
- Auwal A Bala
- Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, TX, USA
| | - Anas Bedraoui
- Faculty of Medical Sciences, UM6P Hospitals, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Salim El Mejjad
- Faculty of Medical Sciences, UM6P Hospitals, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Nicholas K Willard
- National Natural Toxins Research Center (NNTRC), Texas A&M University-Kingsville, Kingsville, TX, USA; Department of Chemistry, Texas A&M University-Kingsville, Kingsville, TX, USA
| | - Joseph D Hatcher
- National Natural Toxins Research Center (NNTRC), Texas A&M University-Kingsville, Kingsville, TX, USA; Department of Chemistry, Texas A&M University-Kingsville, Kingsville, TX, USA
| | - Anton Iliuk
- Tymora Analytical Operations, West Lafayette, IN, USA
| | - Joanne E Curran
- Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, TX, USA
| | - Elda E Sanchez
- National Natural Toxins Research Center (NNTRC), Texas A&M University-Kingsville, Kingsville, TX, USA; Department of Chemistry, Texas A&M University-Kingsville, Kingsville, TX, USA
| | - Montamas Suntravat
- National Natural Toxins Research Center (NNTRC), Texas A&M University-Kingsville, Kingsville, TX, USA; Department of Chemistry, Texas A&M University-Kingsville, Kingsville, TX, USA
| | - Emelyn Salazar
- National Natural Toxins Research Center (NNTRC), Texas A&M University-Kingsville, Kingsville, TX, USA
| | - Rachid El Fatimy
- Faculty of Medical Sciences, UM6P Hospitals, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Tariq Daouda
- Faculty of Medical Sciences, UM6P Hospitals, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Jacob A Galan
- Department of Human Genetics, School of Medicine, University of Texas Rio Grande Valley, Brownsville, TX, USA.
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Cavalcante JS, Arruda SST, Riciopo PM, Pucca M, Ferreira Junior RS. Diagnosis of human envenoming by terrestrial venomous animals: Routine, advances, and perspectives. Toxicon X 2024; 24:100211. [PMID: 39507426 PMCID: PMC11539352 DOI: 10.1016/j.toxcx.2024.100211] [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: 08/13/2024] [Revised: 09/26/2024] [Accepted: 09/28/2024] [Indexed: 11/08/2024] Open
Abstract
Despite the development of new and advanced diagnostic approaches, monitoring the clinical evolution of accidents caused by venomous animals is still a challenge for science. In this review, we present the state of the art of laboratory tests that are routinely used for the diagnosis and monitoring of envenomings by venomous animals, as well as the use of new tools for more accurate and specific diagnoses. While a comprehensive range of tools is outlined, comprising hematological, biochemical, immunoassays, and diagnostic imaging tools, it is important to acknowledge their limitations in predicting the onset of clinical complications, since they provide an overview of organic damage after its development. Thus, the need for discovery, validation, and use of biomarkers that have greater predictive power, sensitivity and specificity is evident. This will help in the diagnosis, monitoring, and treatment of patients envenomated by venomous animals, consequently reducing the global burden of morbidity and mortality.
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Affiliation(s)
- Joeliton S. Cavalcante
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, 18618-687, São Paulo, Brazil
| | - Sabrina Santana Toledo Arruda
- Department of Bioprocess and Biotechnology, School of Agriculture, Agronomic Sciences School, São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, 18618-687, São Paulo, Brazil
| | - Pedro Marques Riciopo
- Department of Bioprocess and Biotechnology, School of Agriculture, Agronomic Sciences School, São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, 18618-687, São Paulo, Brazil
| | - Manuela Pucca
- Department of Clinical Analysis, School of Pharmaceutical Sciences, São Paulo State University UNESP—Univ Estadual Paulista, Araraquara, 14800-903, Brazil
| | - Rui Seabra Ferreira Junior
- Graduate Program in Tropical Diseases, Botucatu Medical School (FMB), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, 18618-687, São Paulo, Brazil
- Center for the Study of Venoms and Venomous Animals (CEVAP), São Paulo State University (UNESP—Univ Estadual Paulista), Botucatu, 18610-307, São Paulo, Brazil
- Center for Translational Science and Development of Biopharmaceuticals FAPESP/CEVAP-UNESP, Botucatu, 18610-307, São Paulo, Brazil
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Reubsaet L, Halvorsen TG. Advancements in clinical approaches, analytical methods, and smart sampling for LC-MS-based protein determination from dried matrix spots. J Sep Sci 2024; 47:e2400061. [PMID: 38726749 DOI: 10.1002/jssc.202400061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 03/20/2024] [Accepted: 03/22/2024] [Indexed: 08/24/2024]
Abstract
Determination of proteins from dried matrix spots using MS is an expanding research area. Mainly, the collected dried matrix sample is whole blood from a finger or heal prick, resulting in dried blood spots. However as other matrices such as plasma, serum, urine, and tear fluid also can be collected in this way, the term dried matrix spot is used as an overarching term. In this review, the focus is on advancements in the field made from 2017 up to 2023. In the first part reviews concerning the subject are discussed. After this, advancements made for clinical purposes are highlighted. Both targeted protein analyses, with and without the use of affinity extractions, as well as untargeted, global proteomic approaches are discussed. In the last part, both methodological advancements are being reviewed as well as the possibility to integrate sample preparation steps during the sample handling. The focus, of this so-called smart sampling, is on the incorporation of cell separation, proteolysis, and antibody-based affinity capture.
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Affiliation(s)
- Léon Reubsaet
- Section of Pharmaceutical Chemistry, Department of Pharmacy, University of Oslo, Oslo, Norway
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Rami A, Damizadeh B, Behdani M, Kazemi-Lomedasht F. Insights into the Evolutionary Dynamics: Characterization of Disintegrin and Metalloproteinase Proteins in the Venom Gland Transcriptome of the Hemiscorpius lepturus Scorpion. Protein Pept Lett 2024; 31:639-656. [PMID: 39219422 DOI: 10.2174/0109298665321842240819073453] [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: 04/07/2024] [Revised: 07/06/2024] [Accepted: 07/31/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND The Disintegrin and Metalloproteinase (ADAM) family, also known as the metalloproteinase/disintegrin/cysteine-rich (MDC) proteins, includes both secreted and transmembrane molecules involved in critical biological processes, such as cell migration, adhesion, and signaling. This study aimed to investigate the evolutionary relationships and structural characteristics of disintegrin and metalloproteinase proteins identified in the venom gland transcriptome of the scorpion Hemiscorpius lepturus. METHODS Using bioinformatics tools, we analyzed the open reading frame, conserved motifs, and primary, secondary, and tertiary structures of these proteins. Five proteins, named HLDisMet1, HLDisMet2, HLDisMet3, HLDisMet4, and HLDisMet5, were identified. Their predicted 3-D structures were within normal ranges (Z-score between -4 to -9). RESULTS Phylogenetic analysis revealed that HLDisMet1 shares similarities with proteins from various spider species (Nephila pilipes, Argiope bruennichi, Araneus ventricosus, and Trichonephila inaurata madagascariensis), HLDisMet2 with the scorpion Centruroides sculpturatus, HLDis- Met4 with the scorpion Tityus serrulatus, and HLDisMet5 with several snake species (Python bivittatus, Vipera anatolica senliki, Protobothrops mucrosquamatus, and Naja naja). CONCLUSION These findings highlight the significant similarities between HLDisMet proteins and those found in other venomous species, suggesting a complex and diverse evolutionary pathway for venom components. The cross-species conservation observed may indicate a convergent evolutionary strategy, where different species independently develop similar venom components to adapt to similar ecological niches or prey types. This study highlights the evolutionary significance of venom diversification and its potential applications in understanding venom biology across different species.
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Affiliation(s)
- Abbas Rami
- Venom and Biotherapeutics Molecules Laboratory, Department of Biochemistry, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Benjamin Damizadeh
- Venom and Biotherapeutics Molecules Laboratory, Department of Biochemistry, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Mahdi Behdani
- Venom and Biotherapeutics Molecules Laboratory, Department of Biochemistry, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Fatemeh Kazemi-Lomedasht
- Venom and Biotherapeutics Molecules Laboratory, Department of Biochemistry, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
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Smith CF, Brandehoff NP, Pepin L, McCabe MC, Castoe TA, Mackessy SP, Nemkov T, Hansen KC, Saviola AJ. Feasibility of detecting snake envenomation biomarkers from dried blood spots. ANALYTICAL SCIENCE ADVANCES 2023; 4:26-36. [PMID: 38715579 PMCID: PMC10989584 DOI: 10.1002/ansa.202200050] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/24/2023] [Accepted: 02/05/2023] [Indexed: 11/17/2024]
Abstract
Biofluid proteomics is a sensitive and high throughput technique that provides vast amounts of molecular data for biomarker discovery. More recently, dried blood spots (DBS) have gained traction as a stable, noninvasive, and relatively cheap source of proteomic data for biomarker identification in disease and injury. Snake envenomation is responsible for significant morbidity and mortality worldwide; however, much remains unknown about the systemic molecular response to envenomation and acquiring biological samples for analysis is a major hurdle. In this study, we utilized DBS acquired from a case of lethal rattlesnake envenomation to determine the feasibility of discovering biomarkers associated with human envenomation. We identified proteins that were either unique or upregulated in envenomated blood compared to non-envenomated blood and evaluated if physiological response pathways and protein markers that correspond to the observed syndromes triggered by envenomation could be detected. We demonstrate that DBS provide useful proteomic information on the systemic processes that resulted from envenomation in this case and find evidence for a massive and systemic inflammatory cascade, combined with coagulation dysregulation, complement system activation, hypoxia response activation, and apoptosis. We also detected potential markers indicative of lethal anaphylaxis, cardiac arrest, and brain death. Ultimately, DBS proteomics has the potential to provide stable and sensitive molecular data on envenomation syndromes and response pathways, which is particularly relevant in low-resource areas which may lack the materials for biofluid processing and storage.
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Affiliation(s)
- Cara F. Smith
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado DenverAuroraCOUSA
| | | | - Lesley Pepin
- Rocky Mountain Poison and Drug Safety, Denver Health and Hospital AuthorityDenverCOUSA
| | - Maxwell C. McCabe
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado DenverAuroraCOUSA
| | - Todd A. Castoe
- Department of BiologyUniversity of Texas at ArlingtonArlingtonTXUSA
| | - Stephen P. Mackessy
- Department of Biological SciencesUniversity of Northern ColoradoGreeleyCOUSA
| | - Travis Nemkov
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado DenverAuroraCOUSA
| | - Kirk C. Hansen
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado DenverAuroraCOUSA
| | - Anthony J. Saviola
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado DenverAuroraCOUSA
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