Evidence map›Paper›PMID 39751643›Full record

ArticleCancer immunology, immunotherapy : CII2025

Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment.

Gorka Larrinaga, Miriam Redrado, Ana Loizaga-Iriarte, Amparo Pérez-Fernández, Aida Santos-Martín, Javier C Angulo, José A Fernández, Alfonso Calvo, José I López

Abstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

9 authors.

Gorka LarrinagaDepartment of Nursing, Medicine and Nursing Faculty, University of the Basque Country (UPV/EHU), Barrio Sarriena, S/N, 48940, Leioa, Spain. gorka.larrinaga@ehu.eus.
Miriam RedradoCenter for Applied Medical Research (CIMA), University of Navarra, IDISNA and Program in Solid Tumors, 31008, Pamplona, Spain.ORCID https://orcid.org/0000-0003-0120-0779
Ana Loizaga-IriarteService of Urology, Basurto University Hospital, 48003, Bilbao, Spain.
Amparo Pérez-FernándezService of Urology, Basurto University Hospital, 48003, Bilbao, Spain.
Aida Santos-MartínService of Urology, Basurto University Hospital, 48003, Bilbao, Spain.
Javier C AnguloClinical Department, Faculty of Medical Sciences, European University of Madrid, 28005, Madrid, Spain.
José A FernándezDepartment of Physical Chemistry, Faculty of Science and Technology, University of the Basque Country (UPV/EHU), Bº Sarriena, S/N, 48940, Leioa, Spain.
Alfonso CalvoCenter for Applied Medical Research (CIMA), University of Navarra, IDISNA and Program in Solid Tumors, 31008, Pamplona, Spain.
José I LópezBiobizkaia Health Research Institute, 48903, Barakaldo, Spain.

Funding

Eusko Jaurlaritza KK-202000069, KK-202400003 and IT1524-22
6 · The paper itself

Abstract

Clear cell renal cell carcinoma (ccRCC) is one of the most challenging neoplasms because of its phenotypic variability and intratumoral heterogeneity. Because of its variability, ccRCC is a good test bench for the application of new technological approaches to unveiling its intricacies. Multiplex immunofluorescence (mIF) is an emerging method that enables the simultaneous and detailed assessment of tumor and stromal cell subpopulations in a single tissue section. This novel approach represents a promising step forward for analyzing the microenvironmental cell composition and distribution across the tumor and understanding its possible interactions with tumor cells. This study provides the first characterization of the spatial distribution of fibroblast activation protein-α (FAP)-expressing cancer-associated fibroblasts (FAP + CAFs) in conjunction with lymphoid (CD4 + , CD8 + , CD4 + FOXP3 + , and CD20 +) and myeloid (CD68 +) cells in tissue sections from ccRCC in their early phases of evolution (n = 88). Both the tumor center and periphery were analyzed with mIF. FAP + CAFs and tumor-infiltrating lymphocytes (TILs) were significantly concentrated at the tumor periphery. Additionally, elevated percentages of FAP + CAFs were correlated with larger tumors and synchronous metastases. Increased levels of CD68 +  and CD4 + FOXP3 +  cells (above the 75th percentile) were linked to worse cancer-specific survival (CSS) in patients with ccRCC. Furthermore, significant correlations emerged among FAP + CAFs, TILs, and CD68 +  cells, and the co-occurrence of elevated FAP + CAFs, T-cytotoxic (CD8 +), T-regulatory (CD4 + FOXP3 +) cells, and macrophages (CD68 +) at the tumor center were independently associated with worse CSS. These findings suggest that FAP + CAFs contribute to the aggressiveness of ccRCC, and their role is potentially mediated by their ability to foster an immunosuppressive environment within the renal tumor microenvironment.

Indexed as

Cancer-Associated FibroblastsCarcinoma, Renal CellEndopeptidasesGelatinasesKidney NeoplasmsLymphocytes, Tumor-InfiltratingTumor MicroenvironmentAdultAgedBiomarkers, TumorFemaleFibroblast Activation Protein AlphaHumansMaleMembrane ProteinsMiddle AgedBiomarkers, TumorEndopeptidasesFibroblast Activation Protein AlphaGelatinasesMembrane ProteinsSerine EndopeptidasesCancer-associated fibroblastsFibroblast activation proteinImmune cellsMultiplex immunofluorescenceSpatial imaging

Identifiers

PMID39751643
PMCPMC11699175

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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 OpenQuestion graph.