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International Research Journal of Pharmacy and Pharmacology

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Short Communication - International Research Journal of Pharmacy and Pharmacology ( 2025) Volume 13, Issue 1

Transforming Drug Discovery and Development with Artificial Intelligence

Aisha Rahman*
 
Department of Pharmaceutics, Horizon Biomedical Research Institute, Malaysia
 
*Corresponding Author:
Aisha Rahman, Department of Pharmaceutics, Horizon Biomedical Research Institute, Malaysia, Email: aisha.rahman@horizonbiomed.edu.my

Received: 01-Mar-2025, Manuscript No. irjpp-25-169678; Editor assigned: 03-Mar-2025, Pre QC No. irjpp-25-169678(PQ); Reviewed: 17-Mar-2025, QC No. irjpp-25-169678; Revised: 21-Mar-2025, Manuscript No. irjpp-25-169678(R); Published: 28-Mar-2025

Abstract

The application of nanotechnology in pharmaceutical sciences has opened a new frontier in targeted drug delivery, known as nanomedicine. This interdisciplinary field combines engineering, materials science, and molecular biology to design carriers that deliver drugs directly to diseased tissues, thereby increasing efficacy and reducing systemic side effects. The unique properties of nanoparticles, such as high surface area-to-volume ratio and tunable surface chemistry, enable them to bypass biological barriers and release drugs at controlled rates.

INTRODUCTION

The application of nanotechnology in pharmaceutical sciences has opened a new frontier in targeted drug delivery, known as nanomedicine [1]. This interdisciplinary field combines engineering, materials science, and molecular biology to design carriers that deliver drugs directly to diseased tissues, thereby increasing efficacy and reducing systemic side effects. The unique properties of nanoparticles, such as high surface area-to-volume ratio and tunable surface chemistry, enable them to bypass biological barriers and release drugs at controlled rates.

DESCRIPTION

Nanocarriers such as liposomes, polymeric nanoparticles, and solid lipid nanoparticles are engineered to encapsulate therapeutic agents and shield them from degradation before reaching the target site [2]. Their surfaces can be functionalized with ligands or antibodies that bind specifically to receptors overexpressed in diseased cells, ensuring site-specific drug accumulation. This level of precision significantly enhances therapeutic outcomes in diseases like cancer, where healthy tissue preservation is crucial.

Nanoparticle design plays a critical role in determining their pharmacokinetics and biodistribution [3]. Size, shape, and surface charge influence how particles circulate in the bloodstream, interact with immune cells, and accumulate in specific tissues. For example, particles between 10–200 nm often evade rapid clearance by the reticuloendothelial system and preferentially accumulate in tumor tissues via the enhanced permeability and retention (EPR) effect.

Drug loading capacity and release kinetics are also essential design considerations [4]. Controlled-release systems allow drugs to be released over extended periods, maintaining therapeutic levels without frequent dosing. This approach is particularly beneficial for chronic conditions, where patient compliance is a significant factor in treatment success.

Stimuli-responsive nanoparticles represent a major innovation in targeted delivery [5]. These systems release their payload in response to specific internal triggers such as pH changes, enzyme concentrations, or external stimuli like temperature and light. This strategy ensures that the drug is released precisely at the site of action, minimizing off-target effects.

In oncology, nanomedicine has enabled tumor-targeted chemotherapy that spares healthy tissues [6]. Doxil®, a pegylated liposomal formulation of doxorubicin, exemplifies how nanoparticle encapsulation can reduce cardiotoxicity while maintaining anti-tumor efficacy. Similar formulations are being developed for other anticancer agents to improve their safety profiles.

Crossing the blood-brain barrier (BBB) remains one of the most significant challenges in pharmacology [7]. Nanoparticles can be engineered with surface modifications such as polysorbate coatings to enhance BBB penetration, opening possibilities for treating neurological diseases like Alzheimer’s and Parkinson’s, which have historically been difficult to manage pharmacologically.

Combination therapy is another area where nanomedicine shines [8]. Multifunctional nanoparticles can co-deliver two or more drugs with different mechanisms of action, achieving synergistic therapeutic effects. In cancer therapy, for example, delivering a chemotherapeutic agent alongside a gene-silencing molecule can simultaneously attack tumor cells and inhibit drug resistance pathways.

Regulatory considerations for nanomedicine are evolving as the technology matures [9]. Agencies like the U.S. Food and Drug Administration (FDA) and European Medicines Agency (EMA) are developing frameworks to evaluate the safety, efficacy, and quality of nanoparticle-based therapeutics. The lack of standardized testing protocols remains a hurdle in bringing more nanomedicines to market.

Commercialization and scalability are also key challenges [10]. While many nanoparticle systems show promise in preclinical trials, manufacturing them consistently on a large scale while maintaining quality and cost-effectiveness is complex. Overcoming these production barriers will be essential for nanomedicine to achieve widespread clinical adoption.

CONCLUSION

Nanomedicine has revolutionized targeted drug delivery, offering unprecedented control over where, when, and how drugs are released in the body. By exploiting the unique physical and chemical properties of nanoparticles, researchers can develop therapies that are both more effective and less toxic. Although significant challenges remain in regulation, manufacturing, and cost, the potential benefits for patients—particularly those with hard-to-treat diseases—are immense. The continued integration of nanotechnology with pharmacology promises a new era of precision medicine.

REFERENCES

  1. Szumilas M (2010). Explaining Odds Ratio. J Can Acad Child Adolesc Psychiatry. 19: 227-229.
  2. Indexed at, Google Scholar

  3. Adhoc Committee on Health Literacy (1999). Health literacy: Report of the Council on Scientific Affairs, America Medical Association. JAMA. 281: 582-557.
  4. Indexed at, Google Scholar

  5. Memon A, Khan MI, Soofi S, Muhammad S, Bhutta ZA (2013). A cross sectional Survey of newborn care practices in rural Sindh, Pakistan: implications for research and policy. Neonatal Perinatal Med. 6: 137-144.
  6. Indexed at, Google Scholar, Crossref

  7. Rothman RL, Dewalt DA, Malone R, Bryant B, Shintani A, et al (2004). Influence of patient literacy on the effectiveness of a Primary care-based diabetes disease program. JAMA. 292: 1711-1716.
  8. Google Scholar, Crossref

  9. Ikeako LC, Onah HE, Iloabachie GC (2006). Influence of formal maternal Education on the use of maternity services in Enugu, Nigeria. J Obstet Gynaecol. 26: 30-34.
  10. Indexed at, Google Scholar, Crossref

  11. Shieh C, Mays R, Mc Daniel A, Yu J (2009). Health literacy and its association with the use of information sources and with barriers to information seeking in clinic-based pregnant women. Health Care Women Int. 30: 971-988.
  12. Indexed at, Google Scholar, Crossref

  13. Mertler A, Vannatta AR (2013). Advanced and Multivariate Statistical Methods: Practical Application and Interpretation (5th edn).
  14. Google Scholar

  15. Pakistan Demographic and Health Survey (PDHS) National Institute of Population Studies Islamabad, Pakistan 2006-2007.
  16. Google Scholar

  17. Adanri O (2016). Maternal Health Literacy, Antenatal Care, and Pregnancy Outcomes in Lagos, Nigeria.
  18. Google Scholar

  19. Iyaniwura CA, Yusuf Q (2009). Utilization of antenatal care and delivery Services in Sagamu, southwestern Nigeria. African Journal of Reproductive Health. 13: 111-122.
  20. Indexed at, Google Scholar

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