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From  Genes  to  Immunity:  Pharmacogenomics  and  Immune  Profiling for

               Drug Discovery


                                   ,1
               Wei-Chiao Chang*

               1  Department of Clicinal Pharmacy, Taipei Medical University, Taipei, Taiwan

               * E-mail: wcc@tmu.edu.tw

               Abstract
                  The  integration  of  biobank  resources  and  NGS  has  transformed  precision  medicine  by
               enabling large-scale analysis of HLA polymorphisms, pharmacogenomic variants, and T-cell

               receptor (TCR) repertoires. The HLA profiles are essential for presenting peptide antigens to T
               cells, influencing immune response, drug hypersensitivity, and cancer immunotherapy. Through
               high-resolution HLA typing and NGS, population-based studies identify genetic factors shaping
               immunity and treatment response. Pharmacogenomics complements this by identifying variants
               affecting drug efficacy and toxicity, supporting personalized therapy. In oncology, integrated

               analysis of tumor exome, HLA genotype, and TCR sequencing allows prediction of neoantigens
               that can elicit cytotoxic T-cell responses. These discoveries enable the design of personalized
               cancer  vaccines,  offering  new  strategies  for  precise  cancer  immunotherapy.  Together,

               pharmacogenomics and immune profiling are building the foundation for precision therapy and
               drug discovery.








































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