Integrated GC-MS phytochemical profiling, network pharmacology, and molecular docking to elucidate the molecular mechanisms of Nymphoides hydrophyllum against Helminthiasis

Authors

  • Afsona Khatun Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India
  • Nabanita Banik Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India
  • Somali Gorai Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India
  • Ankan Pradhan Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India
  • Monika Sekar Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India
  • Sujay Chakraborty Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India
  • Thirumal Margesan Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India

DOI:

https://doi.org/10.56042/ijbb.v63i9.32338

Keywords:

Anthelmintic efficacy, Oxidative stress, Immunological modulation, Signalling pathways

Abstract

Helminthiasis continues to pose a significant worldwide health concern due to the rising resistance to traditional anthelmintic medications and the scarcity of viable treatments. This study sought to provide a scientific foundation for the anthelmintic efficacy of Nymphoides hydrophyllum using integrated GC–MS phytochemical profiling, network pharmacology, and molecular docking. GC–MS analysis identified numerous phytoconstituents, with phytol, squalene, and stigmasterol selected for additional computational analysis due to their pharmacological significance and drug-likeness. Network pharmacology research revealed several therapeutic targets linked to kinase-mediated signalling, oxidative stress management, immunological modulation, and cellular survival pathways. GO enrichment analysis revealed substantial participation in protein phosphorylation, membrane-associated signalling, and kinase activity. KEGG pathway enrichment demonstrated a substantial correlation with ErbB signalling, EGFR tyrosine kinase inhibitors resistance, the PD-L1/PD-1 checkpoint pathway, Th17 cell differentiation, PI3K–Akt signalling, and HIF-1 signalling pathways. Numerous hub genes, including EGFR, AKT1, MAPK1, MAPK8, JAK1, JAK2, MTOR, PIK3CA, SRC, and PRKCA, were recognised as pivotal regulators within the pathway-target network. Molecular docking studies revealed advantageous binding relationships between the chosen phytocompounds and target proteins, such as EGFR (5F19), AKT1 (2ITY), MAPK1 (2Y9Q), JAK kinase (5IKR), and acetylcholinesterase (4EJN). Among the evaluated compounds, stigmasterol demonstrated the highest binding affinity for EGFR and acetylcholinesterase, while phytol showed a favourable interaction with JAK kinase and Squalene demonstrated moderate binding affinity with acetylcholinesterase. The findings indicate that N. hydrophyllum exhibits significant anthelmintic potential by modulating many signalling pathways and parasite-related cellular mechanisms.

Author Biographies

  • Afsona Khatun, Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India

    Research Scholar

  • Nabanita Banik, Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India

    Assistant Professor

  • Somali Gorai, Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India

    Assistant Professor

  • Ankan Pradhan, Bengal College of Pharmaceutical Technology, Dubrajpur, Birbhum-731 123, West Bengal, India

    Assistant Professor

  • Monika Sekar, Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India

    Research Scholar

  • Thirumal Margesan, Department of Pharmacognosy, SRM College of Pharmacy, Faculty of Medicine and Health Sciences, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu-603 203, Tamil Nadu, India

    Associate Professor

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Published

2026-08-26

Issue

Section

Papers

How to Cite

Integrated GC-MS phytochemical profiling, network pharmacology, and molecular docking to elucidate the molecular mechanisms of Nymphoides hydrophyllum against Helminthiasis. (2026). Indian Journal of Biochemistry and Biophysics (IJBB), 63(9), 1086-1098. https://doi.org/10.56042/ijbb.v63i9.32338

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