Araştırma Makalesi

Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches

Cilt: 15 Sayı: 1 1 Temmuz 2025
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Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches

Öz

Immune checkpoints are regulators of the immune system that maintain immune homeostasis and prevent autoimmunity. Cancer cells often manipulate immune checkpoint mechanisms to escape anti-tumor immune response by overexpressing the immune checkpoint ligands. Thus, the interactions between the immune checkpoint receptors and ligands attracted attention and were proven to be effective targets in treating cancer. In this study, combining several computational approaches, we discovered small molecules that effectively bind to the ligand PD-L1 and have the potential to hamper its interaction with the negative immune checkpoint receptor PD-1. Different pharmacophore models were constructed using triple and quadruple combinations of the interface residues on PD-1, which were used later for scanning the ZINC15 database. 12714 small molecules were retrieved and virtually screened using molecular docking calculations. The complexes of promising small molecules with PD-L1 were further evaluated using energetic and structural analyses. Our results suggest that the three small molecules ZINC21075815, ZINC70692276, and ZINC64031730 retrieved from the ZINC15 database establish stable and energetically favorable interactions with PD-L1 at the hot region consisting of the residues Tyr 56, Glu 58, Arg 113, Met 115 and Tyr 123. These molecules can be used as a starting point to develop more effective and selective anti-PD-1/PD-L1 inhibitors.

Anahtar Kelimeler

Destekleyen Kurum

Istanbul Bilgi University

Proje Numarası

AK 085 031

Etik Beyan

I hereby declare that no ethical guidelines were breached in the preparation and publication of this study.

Teşekkür

The author gratefully acknowledges Istanbul Bilgi University for funding this work (Project ID: AK 085 031).

Kaynakça

  1. Wang, X., Teng, F.F., Kong, L., Yu, J.M., PD-L1 expression in human cancers and its association with clinical outcomes, Oncotargets and Therapy, 9, 5023–5039, 2016.
  2. Li, Y.C., Zhou, Q., Song, Q.K., Wang, R.B., Lyu, S.Z., Guan, X.D., et al., Overexpression of an Immune Checkpoint (CD155) in Breast Cancer Associated with Prognostic Significance and Exhausted Tumor-Infiltrating Lymphocytes: A Cohort Study, Journal of Immunology Research, 3948928, 2020.
  3. Pardoll, D.M., The blockade of immune checkpoints in cancer immunotherapy, Nature Reviews Cancer, 12, 252–264, 2012.
  4. Gong, J., Chehrazi-Raffle, A., Reddi, S., Salgia, R., Development of PD-1 and PD-L1 inhibitors as a form of cancer immunotherapy: a comprehensive review of registration trials and future considerations, Journal for Immunotherapy of Cancer, 6, 8, 2018.
  5. Darvin, P., Toor, S.M., Nair, V.S., Elkord, E., Immune checkpoint inhibitors: recent progress and potential biomarkers, Experimental and Molecular Medicine, 50, 1–11, 2018.
  6. Ai, L., Chen, J., Yan, H., He, Q., Luo, P., Xu, Z., et al., Research Status and Outlook of PD-1/PD-L1 Inhibitors for Cancer Therapy, Drug Design, Development and Therapy, 14, 3625–3649, 2020.
  7. Guzik, K., Tomala, M., Muszak, D., Konieczny, M., Hec, A., Blaszkiewicz, U., et al., Development of the Inhibitors That Target the PD-1/PD-L1 Interaction: A Brief Look at Progress on Small Molecules, Peptides and Macrocycles, Molecules, 24, 2071, 2019.
  8. Guo, L.B., Wei, R., Lin, Y., Kwok, H.F., Clinical and Recent Patents Applications of PD-1/PD-L1 Targeting Immunotherapy in Cancer Treatment-Current Progress, Strategy, and Future Perspective, Frontiers in Immunology, 11, 1508, 2020.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Biyoinformatik ve Hesaplamalı Biyoloji (Diğer)

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

1 Temmuz 2025

Gönderilme Tarihi

17 Ekim 2024

Kabul Tarihi

3 Haziran 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 15 Sayı: 1

Kaynak Göster

APA
Ulucan, O. (2025). Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches. Adıyaman University Journal of Science, 15(1), 17-34. https://doi.org/10.37094/adyujsci.1567604
AMA
1.Ulucan O. Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches. ADYU J SCI. 2025;15(1):17-34. doi:10.37094/adyujsci.1567604
Chicago
Ulucan, Ozlem. 2025. “Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches”. Adıyaman University Journal of Science 15 (1): 17-34. https://doi.org/10.37094/adyujsci.1567604.
EndNote
Ulucan O (01 Temmuz 2025) Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches. Adıyaman University Journal of Science 15 1 17–34.
IEEE
[1]O. Ulucan, “Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches”, ADYU J SCI, c. 15, sy 1, ss. 17–34, Tem. 2025, doi: 10.37094/adyujsci.1567604.
ISNAD
Ulucan, Ozlem. “Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches”. Adıyaman University Journal of Science 15/1 (01 Temmuz 2025): 17-34. https://doi.org/10.37094/adyujsci.1567604.
JAMA
1.Ulucan O. Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches. ADYU J SCI. 2025;15:17–34.
MLA
Ulucan, Ozlem. “Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches”. Adıyaman University Journal of Science, c. 15, sy 1, Temmuz 2025, ss. 17-34, doi:10.37094/adyujsci.1567604.
Vancouver
1.Ozlem Ulucan. Discovery of potential PD-1 and PD-L1 interaction inhibitors using combined molecular modeling approaches. ADYU J SCI. 01 Temmuz 2025;15(1):17-34. doi:10.37094/adyujsci.1567604

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