Evidence map›Paper›PMID 42888190›Full record

ArticleNature communications2026

The molecular heterogeneity and clinical impact of genomic driver alterations in prostate cancer.

Diogo Pellegrina, Daria Kiriy, Kevin C L Cheng, Francesco Favero, Enrichetta Miletti, Zoe P Klein, Barbara Hernando, Andre V Olsen, Atef Sahli, Yunfan Fu and 51 more

Abstract read
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Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

61 authors.

Diogo Pellegrina *Computational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.ORCID http://orcid.org/0000-0001-6423-5093
Daria Kiriy *Biotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark.
Kevin C L Cheng *Computational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.
Francesco FaveroBiotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-3684-2659
Enrichetta MilettiBiotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark.
Zoe P KleinComputational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, Canada.ORCID http://orcid.org/0009-0000-0228-5503
Barbara HernandoSpanish National Cancer Research Centre (CNIO), Madrid, Spain.ORCID http://orcid.org/0000-0003-4019-2732
Andre V OlsenBiotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark.
Atef SahliManchester Cancer Research Centre, The University of Manchester, Manchester, UK.
Yunfan FuWalter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
Pavlo LutsikGerman Cancer Research Center (DKFZ), Heidelberg, Germany.
Weerachai JaratlerdsiriCharles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.ORCID http://orcid.org/0000-0001-9100-1807
William J HutchisonWalter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID http://orcid.org/0009-0001-6242-4269
G Steven BovaProstate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Daniel S BrewerDepartment of Metabolic Health, Norwich Medical School, University of East Anglia, Norwich, UK.ORCID http://orcid.org/0000-0003-4753-9794
Mark BrookThe Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0002-8969-2378
Benedikt BrorsDivision Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID http://orcid.org/0000-0001-5940-3101
Adam ButlerWellcome Sanger Institute, Cambridge, UK.
Géraldine Cancel-TassinCeRePP (Centre de Recherche sur les Pathologies Prostatiques et Urologiques), Paris, France.ORCID http://orcid.org/0000-0002-9583-6382
Niall M CorcoranDepartment of Urology, Royal Melbourne Hospital, Parkville, VIC, Australia.
Olivier CussenotCeRePP (Centre de Recherche sur les Pathologies Prostatiques et Urologiques), Paris, France.
Abraham GihawiCharles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.ORCID http://orcid.org/0000-0002-3676-5561
Etsehiwot G GirmaBiotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark.
Vincent J GnanapragasamDepartment of Surgery, Urology, University of Cambridge & Cambridge University Hospitals NHS Trust, Cambridge Urology Translational Research and Clinical Trials (Office), Cambridge Biomedical Campus, Addenbrooke's Hospital Site, Cambridge, UK.ORCID http://orcid.org/0000-0003-4722-4207
Anis A HamidDepartment of Surgery, The University of Melbourne, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0002-7193-9723
Housheng Hansen HeDepartment of Medical Biophysics, Princess Margaret Cancer Centre, University Health Network; University of Toronto, Toronto, ON, Canada.ORCID http://orcid.org/0000-0003-2898-3363
Eddie Luidy L ImadaDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.
G Maria JakobsdottirDivision of Cancer Sciences, The University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0001-8225-6541
Chol-Hee JungMelbourne Bioinformatics, The University of Melbourne, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0002-2992-3162
Francesca KhaniDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0001-7238-8604
Zsofia Kote-JaraiThe Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0002-6329-5155
Philippe LamyDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-1347-7724
Gregory LeemanWellcome Sanger Institute, Cambridge, UK.ORCID http://orcid.org/0000-0001-5212-6850
Massimo LodaDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0001-9674-8379
Ramyar MolaniaWalter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
Lucio R QueirozDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0002-6090-1834
Tobias RauschGenome Biology, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.ORCID http://orcid.org/0000-0001-5773-5620
Brian RobinsonDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0001-5374-890X
Karina D SørensenDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-4902-5490
Sebastian UhrigDivision Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID http://orcid.org/0000-0002-0068-5957
Yaobo XuWellcome Sanger Institute, Cambridge, UK.ORCID http://orcid.org/0000-0003-1242-513X
Takafumi N YamaguchiJonsson Comprehensive Cancer Center, University of California-Los Angeles, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0003-1082-3871
Claudio ZanettiniDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0001-5043-8033
Pan Prostate Cancer Group
Stefano MangiolaAdelaide University, Adelaide, SA, Australia.
Lena Voith von VoithenbergGerman Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID http://orcid.org/0000-0002-8646-2817
Luigi MarchionniDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.ORCID http://orcid.org/0000-0002-7336-8071
Anthony T PapenfussWalter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0002-1102-8506
Bernard PopeDepartment of Surgery, The University of Melbourne, Parkville, VIC, Australia.ORCID http://orcid.org/0000-0002-4840-1095
Vanessa M HayesCharles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia.ORCID http://orcid.org/0000-0002-4524-7280
Thorsten SchlommDepartment of Urology, Charité-Universitätsmedizin Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0001-9557-4653
Robert G BristowManchester Cancer Research Centre and Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0002-8553-9544
Christopher M HovensDepartment of Surgery, The Collaborative Centre for Genomic Cancer Medicine, The University of Melbourne, Parkville, VC, Australia.ORCID http://orcid.org/0000-0002-0610-1289
Ros A EelesThe Institute of Cancer Research, London, UK.ORCID http://orcid.org/0000-0002-3698-6241
Colin S CooperNorwich Medical School, University of East Anglia, Norwich, UK.
Clarissa GerhauserGerman Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID http://orcid.org/0000-0002-5792-3901
Geoff MacintyreSpanish National Cancer Research Centre (CNIO), Madrid, Spain.ORCID http://orcid.org/0000-0003-3906-467X
Andreas J GruberUniversity of Konstanz, Konstanz, Germany.ORCID http://orcid.org/0000-0001-7664-4257
David C WedgeManchester Cancer Research Centre, The University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0002-7572-3196
Joachim WeischenfeldtBiotech Research & Innovation Centre (BRIC)-University of Copenhagen, Copenhagen, Denmark. joachim.weischenfeldt@bric.ku.dk.ORCID http://orcid.org/0000-0002-3917-5524
Jüri ReimandComputational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, Canada. juri.reimand@utoronto.ca.ORCID http://orcid.org/0000-0002-2299-2309

Funding

Gouvernement du Canada | Canadian Institutes of Health Research (Instituts de Recherche en Santé du Canada) PJT-162410Gouvernement du Canada | Canadian Institutes of Health Research (Instituts de Recherche en Santé du Canada) PJT-197925Ontario Institute for Cancer Research (Institut Ontarien de Recherche sur le Cancer) Investigator Award
6 · The paper itself

Abstract

Prostate cancer is a common malignancy with a heterogeneous disease course. Prior studies have identified a paucity of point mutations in protein-coding genes and only a few clinically relevant driver alterations. Here, using the Pan Prostate Cancer Group whole genome sequencing dataset from 1001 men, we perform an integrative analysis of cancer driver genes by quantifying recurrent genomic alterations among small mutations, structural variants, and copy number alterations in 961 primary prostate tumour samples. We identify at least one recurrent somatic or germline alteration in 97% of tumours and identify putative driver genes and mechanisms of dysregulation including frequently altered regulatory elements. A prominent example is the activation of oncogenes by structural variation-mediated hijacking of onco-enhancers of the solute carrier gene family including SLC30A4. Other recurrent alterations including FOXA1, MDM4, COL5A1, TP53, and BRCA1 stratify with metastatic disease, with additional drivers enriched in African-ancestry tumours. One quarter of tumours have acquired genome-informed therapeutic targets. Unsupervised analysis of alterations reveals four oncotypes with distinct genetic and clinical characteristics, including two clinically unfavourable oncotypes with shorter metastasis-free survival. Our study uncovers the full spectrum and recurrence patterns of genomic driver alterations in primary prostate cancers and delivers targets for biomarker development, mechanistic studies, and potential therapeutic interventions.

Indexed as

Genetic HeterogeneityProstatic NeoplasmsDNA Copy Number VariationsGene Expression Regulation, NeoplasticGenomicsHepatocyte Nuclear Factor 3-alphaHumansMaleMutationOncogenesWhole Genome SequencingFOXA1 protein, humanHepatocyte Nuclear Factor 3-alpha

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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.