Evidence map›Paper›PMID 41751981›Full record

ReviewInternational journal of molecular sciences2026

NKGD2 Ligands (NKG2DLs) in Breast Cancer: In Silico Analysis and Narrative Review.

Jesús Peña-López, Angelo Gámez-Pozo, Lucía Trilla-Fuertes, Fernando Becerril-Gómez, Marta Mendiola, Victoria Heredia, Laura Yébenes, Beatriz Castelo, Virginia Martínez-Marín, Enrique Espinosa and 4 more

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Jesús Peña-LópezMedical Oncology Department, Hospital Universitario La Paz, Universidad Autónoma, 28046 Madrid, Spain.
Angelo Gámez-PozoMolecular Oncology Laboratory, Institute of Medical and Molecular Genetics-INGEMM, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.ORCID 0000-0002-8931-0624
Lucía Trilla-FuertesMolecular Oncology Laboratory, Institute of Medical and Molecular Genetics-INGEMM, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.ORCID 0000-0002-4452-3474
Fernando Becerril-GómezMolecular Oncology Laboratory, Institute of Medical and Molecular Genetics-INGEMM, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.ORCID 0009-0007-3726-050X
Marta MendiolaMolecular Oncology Laboratory, Institute of Medical and Molecular Genetics-INGEMM, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.
Victoria HerediaMolecular Oncology Laboratory, Institute of Medical and Molecular Genetics-INGEMM, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.
Laura YébenesDepartment of Pathology, Hospital Universitario La Paz, 28046 Madrid, Spain.
Beatriz CasteloMedical Oncology Department, Hospital Universitario La Paz, Universidad Autónoma, 28046 Madrid, Spain.ORCID 0000-0002-5824-9808
Virginia Martínez-MarínMedical Oncology Department, Hospital Universitario La Paz, Universidad Autónoma, 28046 Madrid, Spain.
Enrique EspinosaMedical Oncology Department, Hospital Universitario La Paz, Universidad Autónoma, 28046 Madrid, Spain.ORCID 0000-0001-6562-7902
Pilar ZamoraMedical Oncology Department, Hospital Universitario La Paz, Universidad Autónoma, 28046 Madrid, Spain.
Alfonso Alba-BernalCIBERER-ISCIII (Biomedical Research Networking Center on Rare Diseases-Carlos III Health Institute), IdiPAZ-CNIO Pediatric Onco-Hematology Clinical Research Unit, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.
Cristina Aguirre-PortolésCIBERER-ISCIII (Biomedical Research Networking Center on Rare Diseases-Carlos III Health Institute), IdiPAZ-CNIO Pediatric Onco-Hematology Clinical Research Unit, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.
Antonio Pérez-MartínezCIBERER-ISCIII (Biomedical Research Networking Center on Rare Diseases-Carlos III Health Institute), IdiPAZ-CNIO Pediatric Onco-Hematology Clinical Research Unit, IdiPAZ-Instituto de Investigacion Sanitaria del Hospital Universitario La Paz, 28029 Madrid, Spain.ORCID 0000-0002-6436-9195

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast cancer (BC) is a global health problem. BC is a biologically heterogeneous disease in which novel immunotherapeutic strategies are needed, particularly in the metastatic setting. The NKG2D/NKG2D ligand (NKG2DL) axis is a key component of innate antitumor immunity and represents a potential therapeutic target, but its relevance in BC has not been fully characterized. We performed an in silico analysis of NKG2DL expression in BC cell lines, healthy breast tissue, and tumor samples using publicly available transcriptomic databases (DSMZCellDive, ShinyTHOR, GTEx, TCGA, Human Protein Atlas), complemented by survival analyses from TCGA and KMPlot and a narrative review of the literature. NKG2DL transcripts were consistently expressed in BC cell lines and tumor tissues, with higher expression observed in ductal histology, higher tumor stage, and basal molecular subtype. Survival analyses showed heterogeneous and generally weak associations between individual NKG2DLs and clinical outcomes. In silico proteomics data are scarce, but the narrative review showed that NKG2DLs are expressed by immunohistochemistry in tumor tissues but absent in surrounding healthy tissues. The literature review also revealed concomitant dysfunction of NKG2D+ effector cells due to multiple resistance mechanisms (including ligand shedding). We also review potential therapeutic approaches.

Indexed as

Breast NeoplasmsIntercellular Signaling Peptides and ProteinsNK Cell Lectin-Like Receptor Subfamily KCell Line, TumorComputer SimulationFemaleGene Expression Regulation, NeoplasticGPI-Linked ProteinsHumansLigandsGPI-Linked ProteinsIntercellular Signaling Peptides and ProteinsLigandsNK Cell Lectin-Like Receptor Subfamily KULBP2 protein, humanbreast cancerin silicoNKG2DNKG2DL

Identifiers

PMID41751981
PMCPMC12940375

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.