This study explores the molecular architecture of Viola odorata through comprehensive bioinformatics analyses. Protein sequences were examined to predict structural and functional characteristics, while 3D modeling revealed insights into their stability and activity. Phylogenetic and interaction analyses provided evolutionary perspectives and identified key molecular partners involved in essential biological pathways. The integrated approach highlights the potential therapeutic and biochemical significance of V. odorata proteins, paving the way for future molecular and pharmacological investigations.
Keywords: Viola odorata, Bioinformatics Analysis, Protein Structure Prediction, Sequence Analysis, Molecular Docking, Protein–Protein Interactions, Functional Annotation, Computational Biology, Phylogenetic Analysis.
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Source of Funding:
This study received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.
Competing Interests Statement:
The authors declare that they have no competing interests related to this work.
Consent for publication:
The authors declare that they consented to the publication of this study.
Authors' contributions:
Conceptualization, U.B.; methodology, U.B.; formal analysis, A.B.; investigation, M.B.; writing—original draft preparation, U.B.; writing—review and editing; supervision, U.B. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement:
The study was approved by the Institutional Review Board of Bahauddin Zakariya University, Multan.
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