We'd appreciate your feedback. Send feedback Subscribe to our newsletters and alerts


Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology

2025 Volume 5

Population-Specific Variants in the Human Kinome: Insights from the IndiGen Cohort Reveal Distinct Sequence, Structural, and Pharmacogenomic Implications for Drug Response in India


, , ,
  1. Department of Natural Products Biotechnology, Faculty of Pharmacy, University of Algarve, Faro, Portugal.
Abstract

India accounts for over 17% of the global population and exhibits extensive genetic heterogeneity, including many clinically important rare variants distributed among numerous sub-groups. These variants remain underrepresented in widely used international reference datasets such as the 1000 Genomes Project (1KG), which contains comparatively few samples from Indian backgrounds. Such resources are crucial for drug discovery and pharmaceutical research, where population diversity is essential for identifying genetic factors that affect predisposition to adverse drug reactions.

In this work, we conducted a qualitative, comparative evaluation of sequence- and structure-level differences between kinase-gene variants documented in the newly released IndiGen database—the most comprehensive curated Indian genome dataset—and those cataloged in 1KG. Kinase genes represent one of the most frequently exploited drug-target classes. The sequence-based comparisons highlighted shared and divergent patterns among populations using nsSNVs and amino acid substitution trends, while structural analyses contrasted IndiGen variants with pathogenic alterations curated in the UniProtKB Humsavar dataset. We assessed how these substitutions influence protein features such as folding stability, hydrophobic interactions, solvent exposure, and hydrogen-bonding networks. Computational docking against known drugs targeting proteins harboring Indian-specific variants revealed several notable shifts in binding affinity attributable to these population-specific alterations. Overall, this study provides an in-depth overview of common variants in the world’s second-largest population and explores their implications for sequence properties, structural behavior, and pharmacogenomic relevance. These initial findings, which highlight Indian-specific ADR-linked variants, may support both pre-clinical and post-marketing surveillance workflows aimed at reducing adverse drug events in India.


How to cite this article
Vancouver
Pacheco A, Cardoso J, Faria M, Tavares R. Population-Specific Variants in the Human Kinome: Insights from the IndiGen Cohort Reveal Distinct Sequence, Structural, and Pharmacogenomic Implications for Drug Response in India. Spec J Pharmacogn Phytochem Biotechnol. 2025;5:104-25. https://doi.org/10.51847/UtxcClcWDU
APA
Pacheco, A., Cardoso, J., Faria, M., & Tavares, R. (2025). Population-Specific Variants in the Human Kinome: Insights from the IndiGen Cohort Reveal Distinct Sequence, Structural, and Pharmacogenomic Implications for Drug Response in India. Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology, 5, 104-125. https://doi.org/10.51847/UtxcClcWDU
Articles
Effect of Capparis cartilaginea Fruit Extract Flavonoids on Wound Healing in Human Prostate Cancer Cells
Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology
Vol 2 , 2022 | Walaa Najm Abood
Physicochemical Characterization and in Vitro Anti-Obesity Potential of Anethum graveolens (Dill) Seed Cake
Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology
Vol 4 , 2024 | Attilio Anzano
Comparative Insights into NGS Platforms for Clinical Pharmacogenomics: Advantages, Limitations, and Workflow Strategies
Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology
Vol 5 , 2025 | Pawel Zielinski
Influence of Genetic Variants on Risperidone-Associated Prolactin Elevation in Thai Pediatric ASD Patients
Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology
Vol 5 , 2025 | Ryan Coleman
Assessing Awareness and Adoption of Pharmacogenomics Among Healthcare Professionals and Researchers in China
Specialty Journal of Pharmacognosy, Phytochemistry, and Biotechnology
Vol 5 , 2025 | Daniela Sousa

About GalaxyPub

Find out more

Our esteemed publisher is committed to advancing medical knowledge through rigorous research dissemination. We exclusively accept submissions related to the field of medicine.

Our journals provide a platform for clinicians, researchers, and scholars to share groundbreaking discoveries, clinical insights, and evidence-based practices. By maintaining this specialized focus, we ensure that their publications contribute significantly to the advancement of healthcare worldwide.