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Published on: December 1, 2020
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.
Abstract:
Kita-Kyushu lung cancer antigen-1 (KK-LC-1), also known as CT83, is a member of the cancer/testis antigen (CTA) family and has emerged as an important target for cancer therapy. Its expression is typically restricted to certain cancers, including nonsmall cell lung cancer, gastric cancer, triple-negative breast cancer, and testicular tissues, making it an attractive candidate for targeted drug development against cancer cells. We identified several new small molecules using PubChem chemical property searches, Lipinski rule-based filtration, virtual screening, molecular docking, and molecular dynamics (MD) simulations, with reference to the compound Z839878730 reported in the literature. The selected molecules were CID24326943, CID24459131, CID46375999, CID46533890, and CID55836895. MD simulations (200 ns) revealed stable CT83-ligand complexes, with MMPBSA calculations showing that Z839878730, CID24459131, and CID46375999 exhibited the most favorable relative binding free energies. Among these, CID46375999 shared greater similarity with the reference compound, featuring a 1,3,4-thiadiazole-2-carboxamide scaffold, hydrophobic properties, and hydrogen bonding potential. In contrast, CID24459131, which features an imidazolidinone ring and relatively bulky substituents such as a diphenylethyl moiety, exhibits a more flexible and extended conformation. Although CID46375999 contains a piperidine ring, its overall structure is more conformationally constrained compared to CID24459131, likely due to fewer rotatable bonds and a more compact architecture. Overall, CID46375999 aligned more closely with the reference compound in terms of chemical properties. Interaction fingerprint analysis revealed frequent interactions with key residues Leu15, Ile16, Phe18, Trp19, Arg22, Leu38, Arg42, Pro43, Arg76, Gln77, and Ile80, including hydrophobic interactions, π-stacking (Phe18 and Trp19), and H-bonds (Arg22, Arg76, Gln77, and Ser44), and the communication network of these interactions provided insights into binding dynamics.
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.
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