# Unraveling the Specific Recognition Between PD-L1 and Engineered CLP002 Functionalized Gold Nanostructures: MD Simulation Studies

**Authors:** Micaela Giannetti, Marina Gobbo, Lucio Litti, Isabella Caligiuri, Flavio Rizzolio, Moreno Meneghetti, Claudia Mazzuca, Antonio Palleschi

PMC · DOI: 10.3390/molecules30092045 · Molecules · 2025-05-04

## TL;DR

This study uses molecular dynamics simulations to understand how a specific peptide, CLP002, interacts with PD-L1 on cancer cells when attached to gold nanostructures.

## Contribution

The paper reveals the molecular mechanism behind the linker's role in PD-L1 recognition by CLP002-functionalized gold nanostructures.

## Key findings

- The linker significantly influences the binding efficiency of CLP002 to PD-L1.
- A scrambled version of CLP002 shows much lower activity in PD-L1 recognition.
- MD simulations provide insights into the structural features critical for PD-L1 binding.

## Abstract

PD-L1 (programmed cell death ligand-1) is a protein located on the surface of regulatory cells. It has an immunosuppressive role as it binds specifically to the protein programmed cell death-1 (PD-1), a checkpoint glycoprotein, present on the surface of immune cells such as T and B lymphocytes. Many tumor cells block the immune response by overexpressing PD-L1 on their surface; therefore, targeting PD-L1 represents a powerful strategy that allows tumor localization. To determine the presence of PD-L1 in cells, the use of ad hoc functionalized peptides that bind to PD-L1 can be exploited. One of them is the peptide CLP002 (Trp-His-Arg-Ser-Tyr-Tyr-Thr-Trp-Asn-Leu-Asn-Thr), which, bound to surface-enhanced Raman scattering (SERS) gold nanostructures via a suitable linker, was shown to be highly effective in recognizing MDA-MB-231 breast cancer cells and, importantly, this recognition can be measured by SERS experiments. To characterize, on a molecular scale, the interaction between PD-L1 and peptide functionalized nanostructures, we performed molecular dynamics (MDs) simulations, studying the features of peptide monolayers bound on gold surfaces in the absence and presence of PD-L1. The results obtained allow us to explain why the nature of the linker plays a fundamental role in the binding and why a peptide carrying the same amino acids as CPL002 but with a different sequence (scrambled) is much less active than CLP002. These results open the way to an in silico evaluation of the key parameters that regulate the binding of PD-L1 useful for cancer recognition.

## Linked entities

- **Proteins:** CD274 (CD274 molecule), PDCD1 (programmed cell death 1)
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}
- **Diseases:** breast cancer (MESH:D001943), cancer (MESH:D009369)
- **Cell lines:** MDA-MB-231 — Homo sapiens (Human), Breast adenocarcinoma, Cancer cell line (CVCL_0062)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12073790/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC12073790/full.md

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Source: https://tomesphere.com/paper/PMC12073790