Evidence map›Paper›PMID 39550375›Full record

ArticleNature communications2024

Single cell and spatial transcriptomics highlight the interaction of club-like cells with immunosuppressive myeloid cells in prostate cancer.

Antti Kiviaho, Sini K Eerola, Heini M L Kallio, Maria K Andersen, Miina Hoikka, Aliisa M Tiihonen, Iida Salonen, Xander Spotbeen, Alexander Giesen, Charles T A Parker and 37 more

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 1 pooled it
–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

69 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  13. Advances in spatial omics for the analysis of prostate cancer.Analytical and bioanalytical chemistry · 2026
    Review
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  15. Article
  16. Trichomonas vaginalis-induced inflammation is associated with Th17 differentiation and tumor-intrinsic IL-17R signaling in prostate cancer progression.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2026
    Article
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9 more citing papers are in PubMed but not listed here.

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

47 authors.

Antti KiviahoFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0001-7419-0773
Sini K EerolaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Heini M L KallioFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0003-4345-1787
Maria K AndersenDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID 0000-0003-2883-2450
Miina HoikkaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0009-0009-7052-9974
Aliisa M TiihonenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0003-3703-9673
Iida SalonenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0009-0006-3176-7265
Xander SpotbeenLaboratory of Lipid Metabolism and Cancer, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium.
Alexander GiesenDepartment of Urology, University Hospitals Leuven, Leuven, Belgium.ORCID 0000-0002-3345-4573
Charles T A ParkerUniversity College London Cancer Institute, London, UK.
Sinja TaavitsainenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0001-7559-9853
Olli HantulaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Mikael MarttinenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Ismaïl HermeloFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Mazlina IsmailUniversity College London Cancer Institute, London, UK.ORCID 0000-0002-1514-3819
Elise MidtbustDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.
Maximilian WessDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID 0009-0002-4227-6569
Wout DevliesDepartment of Urology, University Hospitals Leuven, Leuven, Belgium.ORCID 0000-0003-0725-6300
Abhibhav SharmaDepartment of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.ORCID 0000-0001-5513-6210
Sebastian KrossaDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID 0000-0002-1959-0130
Tomi HäkkinenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Ebrahim AfyounianFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0002-0755-0131
Katy VandereykenKU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium.
Sam KintKU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium.ORCID 0000-0002-6719-2903
Juha KesseliFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0001-5812-3191
Teemu TolonenProstate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland.ORCID 0000-0003-2029-6497
Teuvo L J TammelaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Trond VisetDepartment of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.
Øystein StørkersenDepartment of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway.
Guro F GiskeødegårdClinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.ORCID 0000-0003-2157-8824
Morten B RyeClinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Teemu MurtolaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Andrew EricksonResearch Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Leena LatonenInstitute of Biomedicine, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4502-2193
G Steven BovaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0003-1639-3104
Ian G MillsNuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.
Steven JoniauDepartment of Urology, University Hospitals Leuven, Leuven, Belgium.ORCID 0000-0003-3195-9890
Johannes V SwinnenLaboratory of Lipid Metabolism and Cancer, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium.ORCID 0000-0002-7720-5077
Thierry VoetKU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium.ORCID 0000-0003-1204-9963
Tuomas MirttiResearch Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Gerhardt AttardUniversity College London Cancer Institute, London, UK.ORCID 0000-0002-4811-7983
Frank ClaessensMolecular Endocrinology Laboratory, Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium.ORCID 0000-0002-8676-7709
Tapio VisakorpiFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Kirsi J RautajokiFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0001-6549-7810
May-Britt TessemDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID 0000-0001-5734-2157
Alfonso UrbanucciFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland. alfonso.urbanucci@tuni.fi.ORCID 0000-0003-2931-3652
Matti NykterFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland. matti.nykter@tuni.fi.ORCID 0000-0001-6956-2843

Funding

Academy of Finland (Suomen Akatemia) 312043
6 · The paper itself

Abstract

Prostate cancer treatment resistance is a significant challenge facing the field. Genomic and transcriptomic profiling have partially elucidated the mechanisms through which cancer cells escape treatment, but their relation toward the tumor microenvironment (TME) remains elusive. Here we present a comprehensive transcriptomic landscape of the prostate TME at multiple points in the standard treatment timeline employing single-cell RNA-sequencing and spatial transcriptomics data from 120 patients. We identify club-like cells as a key epithelial cell subtype that acts as an interface between the prostate and the immune system. Tissue areas enriched with club-like cells have depleted androgen signaling and upregulated expression of luminal progenitor cell markers. Club-like cells display a senescence-associated secretory phenotype and their presence is linked to increased polymorphonuclear myeloid-derived suppressor cell (PMN-MDSC) activity. Our results indicate that club-like cells are associated with myeloid inflammation previously linked to androgen deprivation therapy resistance, providing a rationale for their therapeutic targeting.

Indexed as

Myeloid CellsProstatic NeoplasmsSingle-Cell AnalysisTranscriptomeTumor MicroenvironmentAndrogensEpithelial CellsGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMyeloid-Derived Suppressor CellsProstateAndrogens

Identifiers

PMID39550375
PMCPMC11569175

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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.