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Integrating epidemiological evidence and immunodiagnostic development for early diagnosis of Bothrops spp. envenomation in Brazil.

PubMed
Authors: Fonseca MF, Becker-Finco A, Prado-Costa B, Coelho GR, Weber-Lima MM, Degraf Muzzi JC, Jiacomini IG, Beltramino M, Freitas-de-Sousa LA, Clissa PB, Ferreira de Moura J, Alvarenga LM

Year

2026

Paper ID

30128

Status

Peer-reviewed

Abstract Read

~2 min

Abstract Words

199

Citations

N/A

Abstract

Snakebite envenoming remains a major public health issue in Brazil, with Bothrops genus responsible for most cases. To support public health planning, we analyzed epidemiological data from Paraná State and reported, for the first time, a species-level identification of snakes responsible for accidents in this region. The results revealed that Bothrops jararaca accounted for over 85% of cases, followed by Bothrops jararacussu, reinforcing their epidemiological and clinical relevance. Based on this evidence, two monoclonal antibodies were produced by hybridoma technology for application in a diagnostic tool for early identification of Bothrops spp. envenomation. The antibodies were sequenced and immunochemically characterized, and both specifically recognized bothropic metalloproteinases. When applied in a competitive ELISA, the assay detected venom concentrations as low as 60 ng/mL in sera spiked with B. jararaca and Bothrops alternatus and showed no reactivity with other medically relevant genera. Although detection of B. jararacussu, Bothrops moojeni and Bothrops neuwiedi required higher concentrations, these venoms remained detectable, indicating potential for broader application. Further optimization could enhance its sensitivity, enabling more effective detection across a wider spectrum of species. Together, these findings provide novel epidemiological and immunodiagnostic insights, that can guide the development of improved diagnostic platforms for Bothrops spp. envenoming.

Why This Paper Matters

  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
  • It adds a 2026 reference point for readers tracking recent quantum research.
  • Snakebite envenoming remains a major public health issue in Brazil, with Bothrops genus responsible for most cases.

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