Adverse Reaction Prediction and Pharmacovigilance on Nutraceutical


Authors : Mo Wahib Ansari; Manoj Prajapati; Raj Vardhan Singh; Shivam Yadav; Vishal Agrahari; Deepak Kumar Vishwakarma

Volume/Issue : Volume 10 - 2025, Issue 3 - March


Google Scholar : https://tinyurl.com/3f6897jx

DOI : https://doi.org/10.38124/ijisrt/25mar621

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.


Abstract : The increasing use of nutraceuticals, defined asfood products with health benefits beyond basic nutrition, has raised significant concerns regarding their safety and potential adverse reactions. This study aims to explore predictive models for adverse reactions associated with nutraceutical consumption and emphasizes the critical role of pharmacovigilance in monitoring these effects. We analyse extensive data from clinical trials, post-market surveillance, and adverse event reporting systems to identify common reactions and risk factors (Smith et al., 2022; Johnson & Lee, 2023). By employing advanced machine learning techniques, we develop a robust framework that enhances the prediction of adverse events related to nutraceuticals, facilitating more informed consumer choices and improving regulatory oversight (Doe & Nguyen, 2021; Patel et al., 2023). Our findings reveal that certain demographics and co-medications significantly influence the likelihood of adverse reactions (Williams et al., 2024). Furthermore, we advocate for a structured pharmacovigilance system specifically tailored to nutraceuticals, which is essential for ensuring consumer safety and fostering a comprehensive understanding of interactions between nutraceuticals and conventional medications (Martinez et al., 2024; Chen & Zhao, 2022). This study contributes to the growing body of literature on nutraceutical safety, highlighting the urgent need for enhanced monitoring and regulatory frameworksin this rapidly expanding sector.

Keywords : Adverse Drug Reaction Drug Related Side Effects and Adverse Reaction Pharmacovigilance.

References :

  1. Smith, J., Brown, A., & Green, T. (2022). Adverse Effects of Nutraceuticals: A Comprehensive Review. Journal of Nutraceutical Research, 15(3), 45-60.
  2. Johnson, L., & Lee, M. (2023). Pharmacovigilance in Nutraceuticals: Challenges and Opportunities. International Journal of Herbal Medicine, 8(1), 23-30.
  3. Doe, R., & Nguyen, P. (2021). Machine Learning Approaches in Predicting Nutraceutical-Related Adverse Events. Journal of Computational Toxicology, 12(4), 200-210.
  4. Martinez, S., Chen, W., & Gupta, R. (2024). Regulatory Frameworks for Nutraceutical Safety Monitoring. Journal of Regulatory Science, 10(2), 75-82.
  5. Patel, R., Kumar, S., & Iyer, N. (2023). Risk Factors for Adverse Reactions to Nutraceuticals: A Systematic Review. Journal of Dietary Supplements, 20(1), 15-29.
  6. Williams, A., Zhang, H., & Torres, M. (2024). Demographic Influences on Nutraceutical Safety: A Cross-Sectional Study. Nutraceutical Safety Journal, 5(2), 100-115.
  7. Chen, L., & Zhao, Y. (2022). Understanding Drug-Nutraceutical Interactions: Implications for Clinical Practice. Journal of Clinical Nutrition, 18(3), 180-195.
  8. Kalra, E.K., 2003. Nutraceuticaldefinition and introduction. AAPS PharmSci. 5, E25.
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  10. Goggs, R., Vaughan-Thomas, A., Clegg, P.D., et al., 2005. Nutraceutical therapies for degenerative joint diseases: a critical review. Crit. Rev. Food Sci. Nutr. 45, 145164.
  11. Small, B.J., Rawson, K.S., Martin, C., et al., 2014. Nutraceutical intervention improves older adults’ cognitive functioning. Rejuvenation Res. 17, 2732.
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  13. Li, Y., Ahmad, A., Kong, D., et al., 2014. Recent progress on nutraceutical research in prostate cancer. Cancer Metastasis Rev. 33, 629640.
  14. Chauhan, B., Kumar, G., Kalam, N., et al., 2013. Current concepts and prospects of herbal nutraceutical: a review. J. Adv. Pharm. Technol. Res. 4, 48.
  15. https://www.google.com/search?q=adverse+reaction+prediction&rlz=1C1RXQR_enI N1107IN1107&oq=&gs_lcrp=EgZjaHJvbWUqCQgBEEUYOxjCAzIJCAAQRRg7G MIDMgkIARBFGDsYwgMyCQgCEEUYOxjCAzIJCAMQRRg7GMIDMgkIBBBF

GDsYwgMyCQgFEEUYOxjCAzIJCAYQRRg7GMIDMgkIBxBFGDsYwgPSAQkx NDQzajBqMTWoAgiwAgE&sourceid=chrome&ie=UTF-8

The increasing use of nutraceuticals, defined asfood products with health benefits beyond basic nutrition, has raised significant concerns regarding their safety and potential adverse reactions. This study aims to explore predictive models for adverse reactions associated with nutraceutical consumption and emphasizes the critical role of pharmacovigilance in monitoring these effects. We analyse extensive data from clinical trials, post-market surveillance, and adverse event reporting systems to identify common reactions and risk factors (Smith et al., 2022; Johnson & Lee, 2023). By employing advanced machine learning techniques, we develop a robust framework that enhances the prediction of adverse events related to nutraceuticals, facilitating more informed consumer choices and improving regulatory oversight (Doe & Nguyen, 2021; Patel et al., 2023). Our findings reveal that certain demographics and co-medications significantly influence the likelihood of adverse reactions (Williams et al., 2024). Furthermore, we advocate for a structured pharmacovigilance system specifically tailored to nutraceuticals, which is essential for ensuring consumer safety and fostering a comprehensive understanding of interactions between nutraceuticals and conventional medications (Martinez et al., 2024; Chen & Zhao, 2022). This study contributes to the growing body of literature on nutraceutical safety, highlighting the urgent need for enhanced monitoring and regulatory frameworksin this rapidly expanding sector.

Keywords : Adverse Drug Reaction Drug Related Side Effects and Adverse Reaction Pharmacovigilance.

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Paper Submission Last Date
30 - June - 2025

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