Evidence map›Paper›PMID 42676364›Full record

ArticleFrontiers in immunology2026

Computational analysis of CD40L missense variants A123E, S222F, and G257R predicts altered CD40 binding and trimeric stability in X-linked hyper-IgM syndrome.

María Guadalupe Velásquez-Ortiz, Eduardo Jardón-Valadez, Raúl Fernando Reyes-Huerta, Jovani Catalán-Dibene, Laura Berrón-Ruiz, Gabriela López-Herrera, David Eduardo Meza-Sánchez, José Luis Maravillas-Montero

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Article in Frontiers in immunology, 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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5 · Who and what money

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8 authors.

María Guadalupe Velásquez-OrtizDepartamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico.
Eduardo Jardón-ValadezDepartamento de Recursos de la Tierra, Universidad Autónoma Metropolitana, Estado de México, Mexico.
Raúl Fernando Reyes-HuertaDepartamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico.
Jovani Catalán-DibeneDivision of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, CA, United States.
Laura Berrón-RuizLaboratorio de Inmunodeficiencias, Instituto Nacional de Pediatría, Coyoacán, Mexico City, Mexico.
Gabriela López-HerreraLaboratorio de Inmunodeficiencias, Instituto Nacional de Pediatría, Coyoacán, Mexico City, Mexico.
David Eduardo Meza-SánchezRed de Apoyo a la Investigación, Universidad Nacional Autónoma de México-Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
José Luis Maravillas-MonteroDepartamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: CD40L (CD154) is a homotrimeric member of the TNF superfamily protein expressed on activated CD4+ T cells whose interaction with CD40 is required for class-switch recombination, somatic hypermutation, and B cell terminal differentiation. Loss-of-function mutations in gene CD40LG cause X-linked hyper-IgM syndrome type 1 (HIGM1), characterized by recurrent infections, lack of IgG, IgA and IgE, and near-normal or elevated IgM. Methods: We implemented computational strategies to describe the structure and dynamics of the CD40L-CD40 complex for the native protein and three missense variants not previously characterized at the molecular level: A123E, S222F and G257R. Two independent 300 ns simulations were run per system in explicit solvent at 300 K and 0.15 M NaCl. In addition, we evaluated the energetics and electrostatics of the complex using continuum solvent models, such as molecular mechanics-Poisson-Boltzmann Surface Area (MM-PBSA) and Adaptive Poisson-Boltzmann Solver (APBS). Results: We found that A123E caused a moderate, energetically coherent reduction in binding affinity consistent with partial loss of function. S222F caused the largest reduction in binding free energy (weakest binder by MM-PBSA) along with an increase of the CD40L-CD40 contact area, consistent with a geometrically expanded but energetically disrupted interface where the aromatic side chain offsets paradoxically favorable electrostatic reorganization. G257R maintained near-native binding free energies but reduced the trimeric contact area by 20-22%, and increased the radius of gyration of CD40L, consistent with structural loosening of the homotrimer that we predict could uncouple binding competence from signaling competence, with potential effects on CD40 receptor mobility and mechanotransduction at the immunological synapse that remain to be tested experimentally. Discussion: These findings may offer a structural basis for the clinical heterogeneity of HIGM1 and illustrate what computational approaches can contribute to the interpretation of CD40LG variants, including novel variants identified in Latin American patients where experimental validation is rarely available.

Indexed as

CD40 AntigensCD40 LigandHyper-IgM Immunodeficiency Syndrome, Type 1Mutation, MissenseHumansImmunoinformaticsMolecular Dynamics SimulationProtein BindingProtein ConformationProtein StabilityCD40 AntigensCD40 Ligandbinding free energyCD40CD40Linborn errors of immunitymissense mutationsmolecular dynamicsX-linked hyper-IgM syndrome

Identifiers

PMID42676364
PMCPMC13526676

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