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Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment
by
Fernández, José A.
, López, José I.
, Angulo, Javier C.
, Redrado, Miriam
, Pérez-Fernández, Amparo
, Santos-Martín, Aida
, Loizaga-Iriarte, Ana
, Calvo, Alfonso
, Larrinaga, Gorka
in
Adult
/ Aged
/ Biomarkers, Tumor - metabolism
/ Cancer Research
/ Cancer-associated fibroblasts
/ Cancer-Associated Fibroblasts - immunology
/ Cancer-Associated Fibroblasts - metabolism
/ Cancer-Associated Fibroblasts - pathology
/ Carcinoma, Renal Cell - immunology
/ Carcinoma, Renal Cell - metabolism
/ Carcinoma, Renal Cell - pathology
/ CD20 antigen
/ CD4 antigen
/ CD8 antigen
/ Cell activation
/ Clear cell-type renal cell carcinoma
/ Cytotoxicity
/ Endopeptidases - metabolism
/ Female
/ Fibroblast activation protein
/ Fibroblasts
/ Foxp3 protein
/ Gelatinases - metabolism
/ Genetic variability
/ Humans
/ Immune cells
/ Immunofluorescence
/ Immunology
/ Kidney cancer
/ Kidney Neoplasms - immunology
/ Kidney Neoplasms - metabolism
/ Kidney Neoplasms - pathology
/ Lymphocytes
/ Lymphocytes, Tumor-Infiltrating - immunology
/ Lymphocytes, Tumor-Infiltrating - metabolism
/ Macrophages
/ Male
/ Medicine
/ Medicine & Public Health
/ Membrane Proteins - metabolism
/ Metastases
/ Middle Aged
/ Multiplex immunofluorescence
/ Oncology
/ Prognosis
/ Protein composition
/ Serine Endopeptidases - metabolism
/ Spatial distribution
/ Spatial imaging
/ Tumor cells
/ Tumor microenvironment
/ Tumor Microenvironment - immunology
/ Tumor-infiltrating lymphocytes
2025
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Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment
by
Fernández, José A.
, López, José I.
, Angulo, Javier C.
, Redrado, Miriam
, Pérez-Fernández, Amparo
, Santos-Martín, Aida
, Loizaga-Iriarte, Ana
, Calvo, Alfonso
, Larrinaga, Gorka
in
Adult
/ Aged
/ Biomarkers, Tumor - metabolism
/ Cancer Research
/ Cancer-associated fibroblasts
/ Cancer-Associated Fibroblasts - immunology
/ Cancer-Associated Fibroblasts - metabolism
/ Cancer-Associated Fibroblasts - pathology
/ Carcinoma, Renal Cell - immunology
/ Carcinoma, Renal Cell - metabolism
/ Carcinoma, Renal Cell - pathology
/ CD20 antigen
/ CD4 antigen
/ CD8 antigen
/ Cell activation
/ Clear cell-type renal cell carcinoma
/ Cytotoxicity
/ Endopeptidases - metabolism
/ Female
/ Fibroblast activation protein
/ Fibroblasts
/ Foxp3 protein
/ Gelatinases - metabolism
/ Genetic variability
/ Humans
/ Immune cells
/ Immunofluorescence
/ Immunology
/ Kidney cancer
/ Kidney Neoplasms - immunology
/ Kidney Neoplasms - metabolism
/ Kidney Neoplasms - pathology
/ Lymphocytes
/ Lymphocytes, Tumor-Infiltrating - immunology
/ Lymphocytes, Tumor-Infiltrating - metabolism
/ Macrophages
/ Male
/ Medicine
/ Medicine & Public Health
/ Membrane Proteins - metabolism
/ Metastases
/ Middle Aged
/ Multiplex immunofluorescence
/ Oncology
/ Prognosis
/ Protein composition
/ Serine Endopeptidases - metabolism
/ Spatial distribution
/ Spatial imaging
/ Tumor cells
/ Tumor microenvironment
/ Tumor Microenvironment - immunology
/ Tumor-infiltrating lymphocytes
2025
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Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment
by
Fernández, José A.
, López, José I.
, Angulo, Javier C.
, Redrado, Miriam
, Pérez-Fernández, Amparo
, Santos-Martín, Aida
, Loizaga-Iriarte, Ana
, Calvo, Alfonso
, Larrinaga, Gorka
in
Adult
/ Aged
/ Biomarkers, Tumor - metabolism
/ Cancer Research
/ Cancer-associated fibroblasts
/ Cancer-Associated Fibroblasts - immunology
/ Cancer-Associated Fibroblasts - metabolism
/ Cancer-Associated Fibroblasts - pathology
/ Carcinoma, Renal Cell - immunology
/ Carcinoma, Renal Cell - metabolism
/ Carcinoma, Renal Cell - pathology
/ CD20 antigen
/ CD4 antigen
/ CD8 antigen
/ Cell activation
/ Clear cell-type renal cell carcinoma
/ Cytotoxicity
/ Endopeptidases - metabolism
/ Female
/ Fibroblast activation protein
/ Fibroblasts
/ Foxp3 protein
/ Gelatinases - metabolism
/ Genetic variability
/ Humans
/ Immune cells
/ Immunofluorescence
/ Immunology
/ Kidney cancer
/ Kidney Neoplasms - immunology
/ Kidney Neoplasms - metabolism
/ Kidney Neoplasms - pathology
/ Lymphocytes
/ Lymphocytes, Tumor-Infiltrating - immunology
/ Lymphocytes, Tumor-Infiltrating - metabolism
/ Macrophages
/ Male
/ Medicine
/ Medicine & Public Health
/ Membrane Proteins - metabolism
/ Metastases
/ Middle Aged
/ Multiplex immunofluorescence
/ Oncology
/ Prognosis
/ Protein composition
/ Serine Endopeptidases - metabolism
/ Spatial distribution
/ Spatial imaging
/ Tumor cells
/ Tumor microenvironment
/ Tumor Microenvironment - immunology
/ Tumor-infiltrating lymphocytes
2025
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Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment
Journal Article
Spatial expression of fibroblast activation protein-α in clear cell renal cell carcinomas revealed by multiplex immunoprofiling analysis of the tumor microenvironment
2025
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Overview
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.
Publisher
Springer Berlin Heidelberg,Springer Nature B.V,Springer
Subject
/ Aged
/ Biomarkers, Tumor - metabolism
/ Cancer-associated fibroblasts
/ Cancer-Associated Fibroblasts - immunology
/ Cancer-Associated Fibroblasts - metabolism
/ Cancer-Associated Fibroblasts - pathology
/ Carcinoma, Renal Cell - immunology
/ Carcinoma, Renal Cell - metabolism
/ Carcinoma, Renal Cell - pathology
/ Clear cell-type renal cell carcinoma
/ Female
/ Fibroblast activation protein
/ Humans
/ Kidney Neoplasms - immunology
/ Kidney Neoplasms - metabolism
/ Kidney Neoplasms - pathology
/ Lymphocytes, Tumor-Infiltrating - immunology
/ Lymphocytes, Tumor-Infiltrating - metabolism
/ Male
/ Medicine
/ Membrane Proteins - metabolism
/ Multiplex immunofluorescence
/ Oncology
/ Serine Endopeptidases - metabolism
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