Evidence map›Paper›PMID 41904276›Full record

ArticleScientific reports2026

The impact of PD-1 mutations on pembrolizumab binding: insights from molecular dynamics and MM-GBSA analysis.

El Mehdi Bouricha, Mohammed Hakmi, Badiaa Batlamous, Sihame Lkhoyaali, Ilhame Bourais, Hassan Errihani, Saber Boutayeb

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

7 authors.

El Mehdi BourichaMohammed VI University of Sciences and Health - UM6SS, Casablanca, Morocco. elmehdi.bouricha@gmail.com.
Mohammed HakmiMohammed VI University of Sciences and Health - UM6SS, Casablanca, Morocco.
Badiaa BatlamousMohammed VI University of Sciences and Health - UM6SS, Casablanca, Morocco.
Sihame LkhoyaaliMedical Oncology Department, National Institute of Oncology, Rabat, Morocco.
Ilhame BouraisMohammed VI University of Sciences and Health - UM6SS, Casablanca, Morocco.
Hassan ErrihaniMedical Oncology Department, National Institute of Oncology, Rabat, Morocco.
Saber BoutayebMohammed VI University of Sciences and Health - UM6SS, Casablanca, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Programmed cell death protein 1 (PD-1) is a critical immune checkpoint receptor that regulates T-cell activity by interacting with its ligand, PD-L1. This interaction enables tumor cells to evade immune surveillance, making PD-1 a key target in cancer immunotherapy. Pembrolizumab, a monoclonal antibody targeting PD-1, disrupts this interaction, restoring immune responses against tumors. Given the importance of the PD-1/pembrolizumab interaction in treatment efficacy, this study investigates the impact of PD-1 interface mutations on pembrolizumab binding using molecular dynamics (MD) simulations and MM-GBSA free energy calculations. Structural analysis of the PD-1/Fab-pembrolizumab wild-type complex identified key residues involved in hydrogen bonding, hydrophobic interactions, and salt bridges that stabilize the complex. MD simulations over 50 ns provided insights into the dynamic behavior of these interactions, highlighting 16 PD-1 residues with significant energetic contributions to the binding. A mutation search using UniProt identified 28 likely benign PD-1 variants within these 16 key residues. MM-GBSA analysis following 50 ns of MD simulations for the 28 mutations revealed that 23 mutations reduced pembrolizumab binding affinity, while 5 mutations increased it. Notably, the Pro89Arg, Asp85Gly, and Asp85Asn mutations exhibited the most pronounced reductions in binding free energy, with decreases of 26.69, 20.33, and 18.38 kcal/mol, respectively. The Pro89Arg mutation disrupted key hydrophobic interactions with surrounding residues, while Asp85Gly and Asp85Asn abolished a critical salt bridge with Arg99 in the wild-type complex. Our findings provide a detailed characterization of PD-1/pembrolizumab binding and suggest that specific mutations may alter therapeutic efficacy. Further experimental studies are needed to validate these findings and assess their clinical significance.

Indexed as

Antibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalMutationProgrammed Cell Death 1 ReceptorBinding SitesHumansHydrogen BondingMolecular Dynamics SimulationProtein BindingThermodynamicsAntibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalPDCD1 protein, humanpembrolizumabProgrammed Cell Death 1 ReceptorImmune checkpoint inhibitorsMM-GBSA analysisMolecular dynamicsPD-1 mutationsPembrolizumab

Identifiers

PMID41904276
PMCPMC13039542

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.