Combination of iKIR missing ligand hypothesis and HLA-B T/T genotypes as predictive biomarkers for recurrent pregnancy loss: a novel algorithmic approach
4 affiliations
- 1Department of Clinical Immunology, Hospital Clínico San Carlos, IdISSC
- 2Immunology, ORL and Ophthalmology Department, Medical Faculty, Universidad Complutense de Madrid
- 3Obstetrics and Gynecology Department, Hospital Clínico San Carlos
- 4Department of Clinical Immunology, Hospital Reina Sofia
Abstract
Introduction: Natural killer (NK) cell alloreactivity at the maternal–fetal interface is regulated by killer cell immunoglobulin-like receptors (KIR) and CD94/NKG2A receptors. A dimorphism at position −21 of the HLA-B leader peptide (−21M/−21T) biases NK education toward NKG2A (when −21M supplies HLA-E–binding peptides) or toward KIR (when −21T fails to do so). We evaluated whether maternal HLA-B leader genotype and inhibitory KIR (iKIR) missing-ligand (ML) status are associated with unexplained recurrent reproductive failure (uRF).
Methods: Retrospective case–control study comparing recipient HLA-B leader genotype (M+ versus T/T) and iKIR ML across HLA-C groups with outcomes in uRF patients versus healthy controls. 77 women with uRF (43 recurrent pregnancy loss [RPL], 34 recurrent implantation failure [RIF]) and 75 healthy multiparous controls. Maternal KIR, HLA-B and HLA-C genotypes were typed from peripheral blood using Luminex-based SSP/SSO assays.
Results: The centromeric KIR AA haplotype was enriched in uRF versus controls (difference 24%, p=0.0056). iKIR-ML analysis showed higher frequency of KIR2DL2/3 with absent C1 ligands in uRF (p=0.015). The HLA-B −21 analysis revealed increased T/T homozygosity in uRF (p=0.0031). The combination of KIR2DL2/3 (absent C1) with −21 T/T was more prevalent in RPL (p=0.04).
Discussion: HLA-B −21 T/T and iKIR ML (absent C1 for KIR2DL2/3) may aid risk stratification in RPL. Findings warrant validation in larger cohorts.
Related
- Algorithmic bottlenecks in evolution: Genetic code, symbolic language, and the Great Filter hypothesis
- Multiscale predictive cellular modeling: integrating hypothesis grammars, digital twins, and multi-omics for In silico oncology and precision theranostics
- Direct input variables: rethinking the limits of the extended mind hypothesis within predictive processing.
- Mechanistic simulation identifies predictive dose-dependent biomarkers of propofol anesthesia
- Evaluating biomarkers and prediction models: predictive utility analysis with E2P Simulator
BibTeX
@article{laborda2026combination,
title = {{Combination of iKIR missing ligand hypothesis and HLA-B T/T genotypes as predictive biomarkers for recurrent pregnancy loss: a novel algorithmic approach}},
author = {Raquel Gil Laborda and Nabil Subhi-Issa and Eduardo de la Fuente Muñoz and María Palacios Ortega and María Guzman-Fulgencio and Angela Villegas Mendiola and MD Mansilla Ruiz and Lydia Pilar-Suarez and Ignacio Cristóbal García and Rafael González Fernández and Silvia Sánchez-Ramón and Miguel Fernández-Arquero},
journal = {Frontiers in Immunology},
year = {2026},
month = oct,
doi = {10.3389/fimmu.2026.1866398},
url = {https://www.frontiersin.org/articles/10.3389/fimmu.2026.1866398/full},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - Combination of iKIR missing ligand hypothesis and HLA-B T/T genotypes as predictive biomarkers for recurrent pregnancy loss: a novel algorithmic approach
AU - Raquel Gil Laborda
AU - Nabil Subhi-Issa
AU - Eduardo de la Fuente Muñoz
AU - María Palacios Ortega
AU - María Guzman-Fulgencio
AU - Angela Villegas Mendiola
AU - MD Mansilla Ruiz
AU - Lydia Pilar-Suarez
AU - Ignacio Cristóbal García
AU - Rafael González Fernández
AU - Silvia Sánchez-Ramón
AU - Miguel Fernández-Arquero
PY - 2026
DA - 2026/10/08
JO - Frontiers in Immunology
DO - 10.3389/fimmu.2026.1866398
UR - https://www.frontiersin.org/articles/10.3389/fimmu.2026.1866398/full
AB - Introduction: Natural killer (NK) cell alloreactivity at the maternal–fetal interface is regulated by killer cell immunoglobulin-like receptors (KIR) and CD94/NKG2A receptors. A dimorphism at position −21 of the HLA-B leader peptide (−21M/−21T) biases NK education toward NKG2A (when −21M supplies HLA-E–binding peptides) or toward KIR (when −21T fails to do so). We evaluated whether maternal HLA-B leader genotype and inhibitory KIR (iKIR) missing-ligand (ML) status are associated with unexplained recurrent reproductive failure (uRF). Methods: Retrospective case–control study comparing recipient HLA-B leader genotype (M+ versus T/T) and iKIR ML across HLA-C groups with outcomes in uRF patients versus healthy controls. 77 women with uRF (43 recurrent pregnancy loss [RPL], 34 recurrent implantation failure [RIF]) and 75 healthy multiparous controls. Maternal KIR, HLA-B and HLA-C genotypes were typed from peripheral blood using Luminex-based SSP/SSO assays. Results: The centromeric KIR AA haplotype was enriched in uRF versus controls (difference 24%, p=0.0056). iKIR-ML analysis showed higher frequency of KIR2DL2/3 with absent C1 ligands in uRF (p=0.015). The HLA-B −21 analysis revealed increased T/T homozygosity in uRF (p=0.0031). The combination of KIR2DL2/3 (absent C1) with −21 T/T was more prevalent in RPL (p=0.04). Discussion: HLA-B −21 T/T and iKIR ML (absent C1 for KIR2DL2/3) may aid risk stratification in RPL. Findings warrant validation in larger cohorts.
SN - 1664-3224
ER -