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Innovative biomarker design for cholera diagnosis through bioinformatics analysis

  • Kolawole Oladipo Elijah*
  • , Peter Ogunmodede Sola
  • , Temitope Adedokun Praise
  • , Ayodele Adigun Gladys
  • , Israel Aromose Oluwaferanmi
  • , Adekunle Adeniji Isaac
  • , Opeyemi Adesina Ridwan
  • , Adebukola Ajani Marvellous
  • , Deborah Oyedeji Prosper
  • , Oluwatosin Abdulkareem Zainab
  • , Titilope Rafiu Suliyat
  • , Okikiola Popoola Possible
  • , Temiloluwa Ogunlowo Mercy
  • , Helen Onyeaka
  • , Kolawole Olatunji M․
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Cholera, caused by Vibrio cholerae, remains a significant public health challenge, especially in resource-limited settings. Existing diagnostic methods like stool culture are accurate but impractical due to time constraints and infrastructure requirements which limits their practicality in resource-limited settings. Rapid diagnostic tests (RDTs) offer quicker results but have shown variability in sensitivity and specificity. This study aimed to improve cholera diagnosis by identifying and evaluating four key V. cholerae genes—ctxA, ompW, toxR, and tcpA—as potential targets for a rapid immunochromatographic assay (ICA)-based diagnostic kit. More than 160 Protein sequences were retrieved globally and screened using computational tools for antigenicity, allergenicity, membrane topology, and conserved epitope prediction. Two peptide biomarkers were designed and validated through in silico analyses, including physicochemical property evaluation, molecular docking, protein-protein interaction studies, and molecular cloning simulations. Biomarker 1 has an antigenic score of 0.9412 while Biomarker 2 has an antigenic score of 0.7126, both are non.allergen and solubility scores of 0.605 and 0.482 respectively. Based on the physicochemical properties, biomarker 1 contains 977 total amino acids, and the molecular weight is 97,169.32 and biomarker 2 contains 289 total amino acids, and the molecular weight is 27,738.70. Biomarkers 1 and 2 showed favorable Z-scores of -2.74 and -1.82, respectively, indicating structural reliability. The identified biomarkers demonstrate strong potential for incorporation into a robust, rapid, and accessible cholera diagnostic kit. Such a tool could facilitate early detection, improve patient outcomes, and support public health surveillance efforts in endemic regions. Field validation is recommended to confirm diagnostic performance under real-world conditions.
Original languageEnglish
Article number100025
Number of pages26
JournalIn Silico Research in Biomedicine
Volume1
Early online date19 Jun 2025
DOIs
Publication statusPublished - 30 Jun 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Diarrheal
  • Cholera Toxin
  • Immunochromatographic assay
  • Point-of-care
  • Antigens
  • Membrane Topology
  • Epitopes
  • Public Health
  • Transmission

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