1
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Kiviaho A, Eerola SK, Kallio HML, Andersen MK, Hoikka M, Tiihonen AM, Salonen I, Spotbeen X, Giesen A, Parker CTA, Taavitsainen S, Hantula O, Marttinen M, Hermelo I, Ismail M, Midtbust E, Wess M, Devlies W, Sharma A, Krossa S, Häkkinen T, Afyounian E, Vandereyken K, Kint S, Kesseli J, Tolonen T, Tammela TLJ, Viset T, Størkersen Ø, Giskeødegård GF, Rye MB, Murtola T, Erickson A, Latonen L, Bova GS, Mills IG, Joniau S, Swinnen JV, Voet T, Mirtti T, Attard G, Claessens F, Visakorpi T, Rautajoki KJ, Tessem MB, Urbanucci A, Nykter M. Single cell and spatial transcriptomics highlight the interaction of club-like cells with immunosuppressive myeloid cells in prostate cancer. Nat Commun 2024; 15:9949. [PMID: 39550375 PMCID: PMC11569175 DOI: 10.1038/s41467-024-54364-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 11/08/2024] [Indexed: 11/18/2024] Open
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.
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Affiliation(s)
- Antti Kiviaho
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Sini K Eerola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Heini M L Kallio
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Maria K Andersen
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Miina Hoikka
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Aliisa M Tiihonen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Iida Salonen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Xander Spotbeen
- Laboratory of Lipid Metabolism and Cancer, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
- KU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium
| | - Alexander Giesen
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | | | - Sinja Taavitsainen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Olli Hantula
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Mikael Marttinen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
- European Molecular Biology Laboratory, Structural and Computational Biology Unit, Heidelberg, Germany
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Ismaïl Hermelo
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | | | - Elise Midtbust
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Maximilian Wess
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Wout Devlies
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
- Molecular Endocrinology Laboratory, Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Abhibhav Sharma
- Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Sebastian Krossa
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
- Central staff, St. Olavs Hospital HF, 7006, Trondheim, Norway
| | - Tomi Häkkinen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Ebrahim Afyounian
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Katy Vandereyken
- KU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium
- Laboratory of Reproductive Genomics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Sam Kint
- KU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium
- Laboratory of Reproductive Genomics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Juha Kesseli
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Teemu Tolonen
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
- Department of Pathology, Fimlab Laboratories, Ltd, Tampere University Hospital, Tampere, Finland
| | - Teuvo L J Tammela
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Urology, Tampere University Hospital, Tampere, Finland
| | - Trond Viset
- Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Øystein Størkersen
- Department of Pathology, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Guro F Giskeødegård
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Morten B Rye
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Teemu Murtola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Andrew Erickson
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- ICAN-Digital Precision Cancer Medicine Flagship, Helsinki, Finland
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Leena Latonen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - G Steven Bova
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - Ian G Mills
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
- Patrick G Johnston Centre for Cancer Research, Queen's University of Belfast, Belfast, UK
| | - Steven Joniau
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | - Johannes V Swinnen
- Laboratory of Lipid Metabolism and Cancer, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
- KU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium
| | - Thierry Voet
- KU Leuven Institute for Single Cell Omics (LISCO), KU Leuven, Leuven, Belgium
- Laboratory of Reproductive Genomics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Tuomas Mirtti
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- ICAN-Digital Precision Cancer Medicine Flagship, Helsinki, Finland
- Department of Pathology, University of Helsinki & Helsinki University Hospital, Helsinki, Finland
| | - Gerhardt Attard
- University College London Cancer Institute, London, UK
- University College London Hospitals, London, UK
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Tapio Visakorpi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
- Fimlab Laboratories, Ltd, Tampere University Hospital, Tampere, Finland
| | - Kirsi J Rautajoki
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland
| | - May-Britt Tessem
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Alfonso Urbanucci
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland.
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
| | - Matti Nykter
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
- Prostate Cancer Research Center, Tampere University and TAYS Cancer Center, Tampere, Finland.
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2
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Lafront C, Germain L, Campolina-Silva GH, Weidmann C, Berthiaume L, Hovington H, Brisson H, Jobin C, Frégeau-Proulx L, Cotau R, Gonthier K, Lacouture A, Caron P, Ménard C, Atallah C, Riopel J, Latulippe É, Bergeron A, Toren P, Guillemette C, Pelletier M, Fradet Y, Belleannée C, Pouliot F, Lacombe L, Lévesque É, Audet-Walsh É. The estrogen signaling pathway reprograms prostate cancer cell metabolism and supports proliferation and disease progression. J Clin Invest 2024; 134:e170809. [PMID: 38625747 PMCID: PMC11142735 DOI: 10.1172/jci170809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 04/09/2024] [Indexed: 04/17/2024] Open
Abstract
Just like the androgen receptor (AR), the estrogen receptor α (ERα) is expressed in the prostate and is thought to influence prostate cancer (PCa) biology. Yet the incomplete understanding of ERα functions in PCa hinders our ability to fully comprehend its clinical relevance and restricts the repurposing of estrogen-targeted therapies for the treatment of this disease. Using 2 human PCa tissue microarray cohorts, we first demonstrate that nuclear ERα expression was heterogeneous among patients, being detected in only half of the tumors. Positive nuclear ERα levels were correlated with disease recurrence, progression to metastatic PCa, and patient survival. Using in vitro and in vivo models of the normal prostate and PCa, bulk and single-cell RNA-Seq analyses revealed that estrogens partially mimicked the androgen transcriptional response and activated specific biological pathways linked to proliferation and metabolism. Bioenergetic flux assays and metabolomics confirmed the regulation of cancer metabolism by estrogens, supporting proliferation. Using cancer cell lines and patient-derived organoids, selective estrogen receptor modulators, a pure anti-estrogen, and genetic approaches impaired cancer cell proliferation and growth in an ERα-dependent manner. Overall, our study revealed that, when expressed, ERα functionally reprogrammed PCa metabolism, was associated with disease progression, and could be targeted for therapeutic purposes.
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Affiliation(s)
- Camille Lafront
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Lucas Germain
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Gabriel H. Campolina-Silva
- Department of Obstetrics, Gynecology and Reproduction, Université Laval, Quebec City, Québec, Canada
- Reproduction, Mother and Youth Health Division, CRCHUQ-UL, Quebec City, Québec, Canada
| | - Cindy Weidmann
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Line Berthiaume
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Hélène Hovington
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Department of Medicine, Université Laval, Quebec City, Québec, Canada
| | - Hervé Brisson
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Department of Medicine, Université Laval, Quebec City, Québec, Canada
| | - Cynthia Jobin
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Lilianne Frégeau-Proulx
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Raul Cotau
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
| | - Kevin Gonthier
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Aurélie Lacouture
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Patrick Caron
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
| | - Claire Ménard
- Department of Medicine, Université Laval, Quebec City, Québec, Canada
| | - Chantal Atallah
- Department of Medicine, Université Laval, Quebec City, Québec, Canada
- Department of Pathology, CHU de Québec-Université Laval, Quebec City, Québec, Canada
| | - Julie Riopel
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Department of Pathology, CHU de Québec-Université Laval, Quebec City, Québec, Canada
| | - Éva Latulippe
- Department of Pathology, CHU de Québec-Université Laval, Quebec City, Québec, Canada
| | - Alain Bergeron
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- Department of Surgery
| | - Paul Toren
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- Department of Surgery
| | - Chantal Guillemette
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Faculty of Pharmacy, and
| | - Martin Pelletier
- Department of Microbiology-Infectious Diseases and Immunology, Université Laval, Quebec City, Québec, Canada
- Infectious and Immune Diseases Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- ARThrite Research Center, Université Laval, Quebec City, Québec, Canada
| | - Yves Fradet
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- Department of Surgery
| | - Clémence Belleannée
- Department of Obstetrics, Gynecology and Reproduction, Université Laval, Quebec City, Québec, Canada
- Reproduction, Mother and Youth Health Division, CRCHUQ-UL, Quebec City, Québec, Canada
| | - Frédéric Pouliot
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- Department of Surgery
| | - Louis Lacombe
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Oncology Research Division, CRCHUQ-UL, Quebec City, Québec, Canada
- Department of Surgery
| | - Éric Lévesque
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
- Department of Medicine, Université Laval, Quebec City, Québec, Canada
| | - Étienne Audet-Walsh
- Department of Molecular Medicine, Université Laval, Quebec City, Québec, Canada
- Endocrinology and Nephrology Division, CHU de Québec – Université Laval Research Center (CRCHUQ-UL), Quebec City, Québec, Canada
- Cancer Research Center (CRC) of Université Laval, Quebec City, Québec, Canada
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3
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Skotheim RI, Bogaard M, Carm KT, Axcrona U, Axcrona K. Prostate cancer: Molecular aspects, consequences, and opportunities of the multifocal nature. Biochim Biophys Acta Rev Cancer 2024; 1879:189080. [PMID: 38272101 DOI: 10.1016/j.bbcan.2024.189080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 01/17/2024] [Accepted: 01/22/2024] [Indexed: 01/27/2024]
Abstract
Prostate cancer is unique compared to other major cancers due to the presence of multiple primary malignant foci in the majority of patients at the time of diagnosis. Each malignant focus has distinct somatic mutations and gene expression patterns, which represents a challenge for the development of prognostic tests for localized prostate cancer. Additionally, the molecular heterogeneity of advanced prostate cancer has important implications for management, particularly for patients with metastatic and locally recurrent cancer. Studies have shown that prostate cancers with mutations in DNA damage response genes are more sensitive to drugs inhibiting the poly ADP-ribose polymerase (PARP) enzyme. However, testing for such mutations should consider both spatial and temporal heterogeneity. Here, we summarize studies where multiregional genomics and transcriptomics analyses have been performed for primary prostate cancer. We further discuss the vast interfocal heterogeneity and how prognostic biomarkers and a molecular definition of the index tumor should be developed. The concept of focal treatments in prostate cancer has been evolving as a demand from patients and clinicians and is one example where there is a need for defining an index tumor. Here, biomarkers must have proven value for individual malignant foci. The potential discovery and implementation of biomarkers that are agnostic to heterogeneity are also explored as an alternative to multisample testing. Thus, deciding upon whole-organ treatment, such as radical prostatectomy, should depend on information from biomarkers which are informative for the whole organ.
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Affiliation(s)
- Rolf I Skotheim
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway.
| | - Mari Bogaard
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Kristina T Carm
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Ulrika Axcrona
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Karol Axcrona
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Urology, Akershus University Hospital, Lørenskog, Norway
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4
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Rao S, Verrill C, Cerundolo L, Alham NK, Kaya Z, O'Hanlon M, Hayes A, Lambert A, James M, Tullis IDC, Niederer J, Lovell S, Omer A, Lopez F, Leslie T, Buffa F, Bryant RJ, Lamb AD, Vojnovic B, Wedge DC, Mills IG, Woodcock DJ, Tomlinson I, Hamdy FC. Intra-prostatic tumour evolution, steps in metastatic spread and histogenomic associations revealed by integration of multi-region whole-genome sequencing with histopathological features. Genome Med 2024; 16:35. [PMID: 38374116 PMCID: PMC10877771 DOI: 10.1186/s13073-024-01302-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 02/06/2024] [Indexed: 02/21/2024] Open
Abstract
BACKGROUND Extension of prostate cancer beyond the primary site by local invasion or nodal metastasis is associated with poor prognosis. Despite significant research on tumour evolution in prostate cancer metastasis, the emergence and evolution of cancer clones at this early stage of expansion and spread are poorly understood. We aimed to delineate the routes of evolution and cancer spread within the prostate and to seminal vesicles and lymph nodes, linking these to histological features that are used in diagnostic risk stratification. METHODS We performed whole-genome sequencing on 42 prostate cancer samples from the prostate, seminal vesicles and lymph nodes of five treatment-naive patients with locally advanced disease. We spatially mapped the clonal composition of cancer across the prostate and the routes of spread of cancer cells within the prostate and to seminal vesicles and lymph nodes in each individual by analysing a total of > 19,000 copy number corrected single nucleotide variants. RESULTS In each patient, we identified sample locations corresponding to the earliest part of the malignancy. In patient 10, we mapped the spread of cancer from the apex of the prostate to the seminal vesicles and identified specific genomic changes associated with the transformation of adenocarcinoma to amphicrine morphology during this spread. Furthermore, we show that the lymph node metastases in this patient arose from specific cancer clones found at the base of the prostate and the seminal vesicles. In patient 15, we observed increased mutational burden, altered mutational signatures and histological changes associated with whole genome duplication. In all patients in whom histological heterogeneity was observed (4/5), we found that the distinct morphologies were located on separate branches of their respective evolutionary trees. CONCLUSIONS Our results link histological transformation with specific genomic alterations and phylogenetic branching. These findings have implications for diagnosis and risk stratification, in addition to providing a rationale for further studies to characterise the genetic changes causally linked to morphological transformation. Our study demonstrates the value of integrating multi-region sequencing with histopathological data to understand tumour evolution and identify mechanisms of prostate cancer spread.
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Affiliation(s)
- Srinivasa Rao
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.
- Botnar Research Centre, Windmill Road, Oxford, OX3 7LD, UK.
| | - Clare Verrill
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Lucia Cerundolo
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | | | - Zeynep Kaya
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Miriam O'Hanlon
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Alicia Hayes
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Adam Lambert
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Martha James
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | | | - Jane Niederer
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Shelagh Lovell
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Altan Omer
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Francisco Lopez
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Tom Leslie
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | | | - Richard J Bryant
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Alastair D Lamb
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Boris Vojnovic
- Department of Oncology, University of Oxford, Oxford, UK
| | - David C Wedge
- Manchester Cancer Research Centre, University of Manchester, Manchester, UK
| | - Ian G Mills
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Dan J Woodcock
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Ian Tomlinson
- Department of Oncology, University of Oxford, Oxford, UK
| | - Freddie C Hamdy
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
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