Evidence map›Paper›PMID 41258098›Full record

ArticleNature communications2025

Spatial multi-omics identifies aggressive prostate cancer signatures highlighting pro-inflammatory chemokine activity in the tumor microenvironment.

Sebastian Krossa, Maria K Andersen, Elise M Sandholm, Maximilian Wess, Antti Kiviaho, Abhibhav Sharma, Sini Hakkola, Yangyang Hao, Mohammed Alshalalfa, Elai Davicioni and 9 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Review
  2. Metabolic convergence of diabetes and prostate cancer: from dysglycemia to tumor microenvironment reprogramming.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Review
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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

19 authors.

Sebastian KrossaDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway. sebastian.krossa@ntnu.no.ORCID http://orcid.org/0000-0002-1959-0130
Maria K AndersenDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID http://orcid.org/0000-0003-2883-2450
Elise M SandholmDepartment 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 http://orcid.org/0009-0002-4227-6569
Antti KiviahoProstate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere, Finland.ORCID http://orcid.org/0000-0001-7419-0773
Abhibhav SharmaDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.ORCID http://orcid.org/0000-0001-5513-6210
Sini HakkolaProstate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere, Finland.
Yangyang HaoVeracyte, San Diego, CA, USA.
Mohammed AlshalalfaVeracyte, San Diego, CA, USA.
Elai DavicioniVeracyte, San Diego, CA, USA.
Trond VisetDepartment of Pathology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Øystein StørkersenDepartment of Pathology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
R Jeffrey KarnesDepartment of Urology, Mayo Clinic, Rochester, MN, USA.
Daniel E SprattUH Seidman Cancer Center, Case Western Reserve University, Cleveland, OH, USA.ORCID http://orcid.org/0000-0002-5973-4741
Guro F GiskeødegårdHUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.ORCID http://orcid.org/0000-0003-2157-8824
Matti NykterProstate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere, Finland.ORCID http://orcid.org/0000-0001-6956-2843
Morten B RyeClinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Alfonso UrbanucciProstate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University and TAYS Cancer Center, Tampere, Finland.
May-Britt TessemDepartment of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway. may-britt.tessem@ntnu.no.ORCID http://orcid.org/0000-0001-5734-2157

Funding

EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 755306Kreftforeningen (Norwegian Cancer Society) 208263-2019
6 · The paper itself

Abstract

Understanding the characteristics of the tumor microenvironment (TME) associated with aggressive prostate cancer (PCa) is essential for accurate diagnosis and treatment. We interrogated spatially resolved multi-omics data to find molecular stratifiers of aggressive PCa. We report an aggressive prostate cancer (APC) gene expression signature predictive of increased risk of relapse and metastasis in a cohort of 1,588 patients. Further, we present a chemokine-enriched-gland (CEG) signature specific to non-cancerous prostatic glands from patients with aggressive cancer. The CEG signature is characterized by upregulated expression of pro-inflammatory chemokines, club-like cell enrichment, and immune cell infiltration of surrounding stroma. The activity of both signatures is correlated with reduced citrate and zinc levels and loss of normal prostate secretory gland functions. In summary we report that an increased inflammatory status linked to chemokine production, club-like cell enrichment, and metabolic changes in normal-appearing prostatic glands is associated with the subsequent development of aggressive PCa.

Indexed as

ChemokinesProstatic NeoplasmsTumor MicroenvironmentGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMultiomicsProstateChemokines

Identifiers

PMID41258098
PMCPMC12630738

What OpenQuestion holds

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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.