Discovery and Exploration of Small Molecule Binders for CT83: Computational Insights from Homology Modeling, Virtual

Varun Dewaker1, Sung Taek Park1,2,3, Jae Jun Lee1,4

  • 1Institute of New Frontier Research, College of Medicine, Hallym University, Chuncheon-Si, Gangwon-Do 24252, Republic of Korea.

ACS Omega
|June 16, 2025
PubMed

Insights

New small molecules targeting Kita-Kyushu lung cancer antigen-1 (KK-LC-1) were identified. CID46375999 showed promising binding affinity and interactions, making it a potential candidate for cancer therapy development.

Area of Science:

  • Oncology
  • Computational Chemistry
  • Drug Discovery

Background:

  • Kita-Kyushu lung cancer antigen-1 (KK-LC-1), or CT83, is a cancer/testis antigen (CTA) family member.
  • Restricted expression in cancers like lung, gastric, and breast cancers makes CT83 a promising therapeutic target.

Purpose of the Study:

  • To identify novel small molecules targeting CT83 for cancer therapy.
  • To evaluate the binding affinity and interaction profiles of candidate molecules with CT83.

Main Methods:

  • Utilized PubChem searches, Lipinski's rule filtration, virtual screening, molecular docking, and molecular dynamics (MD) simulations.
  • Performed 200 ns MD simulations and Molecular Mechanics with the Poisson-Boltzmann Surface Area (MMPBSA) calculations.
  • Analyzed interaction fingerprints to understand binding dynamics and key residue interactions.

Main Results:

  • Identified five candidate molecules: CID24326943, CID24459131, CID46375999, CID46533890, and CID55836895.
  • MD simulations confirmed stable CT83-ligand complexes; Z839878730, CID24459131, and CID46375999 showed favorable binding energies.
  • CID46375999 demonstrated strong similarity to the reference compound, featuring a 1,3,4-thiadiazole-2-carboxamide scaffold and stable interactions with key residues like Leu15, Phe18, and Arg76.

Conclusions:

  • CID46375999 emerged as a highly promising candidate due to its structural similarity to the reference compound and favorable binding characteristics.
  • The identified interactions, including hydrophobic, π-stacking, and hydrogen bonds, provide crucial insights into the binding mechanism of CT83 inhibitors.
  • These findings support the development of CT83-targeted therapies for cancers expressing this antigen.

Related Concept Videos

Drug Discovery: Overview01:26

Drug Discovery: Overview

Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
8.8K
The Equilibrium Binding Constant and Binding Strength02:18

The Equilibrium Binding Constant and Binding Strength

The equilibrium binding constant (Kb) quantifies the strength of a protein-ligand interaction. Kb can be calculated as follows when the reaction is at equilibrium:
13.9K
Ligand Binding Sites02:40

Ligand Binding Sites

Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
13.6K
Protein-protein Interfaces02:04

Protein-protein Interfaces

Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
13.8K
Conserved Binding Sites01:49

Conserved Binding Sites

Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
4.4K