Advancing Medicine Through Computational Strategies for CDK-Inhibitors
CSEF · 2026 Biochemistry/ Molecular Biology (Junior Division)
Overview
CDK4/6 inhibitors are used to treat hormone receptor–positive (HR+), HER2-negative breast cancer by blocking cell-cycle progression. Although several CDK4/6 inhibitors are approved, further optimization remains essential to improve binding and drug-like properties, and address drug resistance. Since docking scores identified palbociclib as the strongest-binding inhibitor among all oral CDK6 inhibitors, computational methods such as Gaussian09W and OpenEyeFILTER were used in this study to evaluate and design CDK6 inhibitors based on palbociclib. Three new candidates were designed by modifying the piperazine ring and evaluated using docking and ADMET analysis. Some candidates showed improved docking scores and additional binding interactions, while others exhibited reduced binding due to increased steric bulk. These results highlight the importance of balancing between improving binding affinity and maintaining favorable drug-like properties in computational drug design.
Competition history
- CSEF 2026
Related projects
CSEF · 2026
Designing Diketopiperazines to Disrupt TRBD-TERC Binding in Telomerase
CSEF · 2026
Computational Modeling of CXCR4 Receptor–Targeted CAR T-Cells for Medulloblastoma Therapy
ISEF · 2025
TETRA-C: Accelerating Cancer Therapy Through AI-Optimized Telomerase Inhibition, Enzymatic Targeting, and the Suppression of Metastasis
JSHS · 2020
Embedded System for the Real-Time Fall Detection of Elderly Individuals using Thermal Imaging and Deep Learning
ISEF · 2026
EZ-CDD: Computational Drug Discovery and Design of EZH2 Inhibitors for Glioblastoma Multiforme Large-Scale Virtual Screening, Rational Optimization, Fragment-Based Design
ISEF · 2024
The Design of Spirooxindole-Pyrrolidinyl Scaffold as an Inhibitor of the MDM2 Protein
CSEF · 2026
Computational Modeling of a BiTE Targeting CD22 and the TCR Complex for Acute Lymphoblastic Leukemia
ISEF · 2020
Examining Mechanisms of Resistance in Palbociclib-Resistant Estrogen Receptor-Positive Breast Cancer Cells
Closest projects by meaning, across every fair and year in the corpus.
Browse more like this
Source: California Science & Engineering Fair public projects