Tumor cell FAP orchestrates EMT and immune suppression in aggressive localized ccRCC

dc.contributor.authorPellinen, Teijo
dc.contributor.authorLuomala, Lassi
dc.contributor.authorMattila, Kalle E.
dc.contributor.authorHemmes, Annabrita
dc.contributor.authorVälimäki, Katja
dc.contributor.authorArjama, Mariliina
dc.contributor.authorBrück, Oscar
dc.contributor.authorPaavolainen, Lassi
dc.contributor.authorKankkunen, Elisa
dc.contributor.authorNisén, Harry
dc.contributor.authorJärvinen, Petrus
dc.contributor.authorCastillon, Leticia
dc.contributor.authorVanharanta, Sakari
dc.contributor.authorVainio, Paula
dc.contributor.authorKallioniemi, Olli
dc.contributor.authorJaakkola, Panu M.
dc.contributor.authorMirtti, Tuomas
dc.contributor.organizationfi=kliininen syöpätautioppi|en=Clinical Oncology|
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organization-code1.2.246.10.2458963.20.74978886054
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.converis.publication-id515499707
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/515499707
dc.date.accessioned2026-04-24T21:44:45Z
dc.description.abstract<p>Background: In contrast to most solid tumors, high immune cell infiltration in clear cell renal cell carcinoma (ccRCC) is associated with poor patient prognosis. The biological mechanisms underlying this paradox remain unclear, particularly regarding tumor cell– microenvironment interactions promoting local invasion and recurrence. This study aimed to identify spatially resolved tumor, immune, and stromal features that define aggressive phenotypes in localized ccRCC.</p><p>Methods: Multiplex immunofluorescence was performed using a 33-marker panel on 1,728 multi-region tissue cores from 435 surgically treated patients with localized ccRCC. Samples systematically included tumor centers, invasive borders, and adjacent benign tissue. Single-cell analyses quantified immune, stromal, endothelial, and epithelial cell populations within their spatial context.</p><p>Results: Spatially resolved profiling uncovered a highly aggressive tumor subtype distinguished by fibroblast activation protein (FAP) expression on tumor epithelial cells, a marker typically associated with stromal cells. Tumor-cell-specific FAP expression characterized an epithelial-to-mesenchymal transition (EMT)-like state and was spatially associated with profound immunosuppression, marked by enrichment of regulatory T cells, exhausted CD8+ T cells, and M2-like macrophages, particularly at the invasive border. Tumor-cell FAP promoted invasion and independently predicted significantly poorer recurrence-free survival (RFS), even in early-stage disease (multivariable Cox p = 0.022 for pT1–2), surpassing established biomarkers such as PD-L1 in capturing aggressive biological features.</p><p>Conclusions: Tumor epithelial FAP expression identifies an aggressive, immune-rich subtype of localized ccRCC, integrating EMT with spatially organized immunosuppression. These findings establish tumor-cell FAP as a promising biomarker with substantial translational potential for patient risk stratification, targeted imaging (FAPI-PET), and FAP-directed therapeutic strategies.</p>
dc.format.pagerange3262
dc.format.pagerange3246
dc.identifier.eissn1838-7640
dc.identifier.urihttps://www.utupub.fi/handle/11111/59756
dc.identifier.urlhttps://www.thno.org/v16p3246.htm
dc.identifier.urnURN:NBN:fi-fe2026022315762
dc.language.isoen
dc.okm.affiliatedauthorMattila, Kalle
dc.okm.affiliatedauthorVainio, Paula
dc.okm.affiliatedauthorJaakkola, Panu
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.discipline3122 Cancersen_GB
dc.okm.discipline3122 Syöpätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherIvyspring International Publisher
dc.publisher.countryAustraliaen_GB
dc.publisher.countryAustraliafi_FI
dc.publisher.country-codeAU
dc.relation.doi10.7150/thno.118400
dc.relation.ispartofjournalTheranostics
dc.relation.issue7
dc.relation.volume16
dc.titleTumor cell FAP orchestrates EMT and immune suppression in aggressive localized ccRCC
dc.year.issued2026

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