1
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He Y, Zhu M, Lai X, Zhang H, Jiang W. The roles of PD-L1 in the various stages of tumor metastasis. Cancer Metastasis Rev 2024; 43:1475-1488. [PMID: 38733457 DOI: 10.1007/s10555-024-10189-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 05/08/2024] [Indexed: 05/13/2024]
Abstract
The interaction between tumor programmed death ligand 1 (PD-L1) and T-cell programmed cell death 1 (PD-1) has long been acknowledged as a mechanism for evading immune surveillance. Recent studies, however, have unveiled a more nuanced role of tumor-intrinsic PD-L1 in reprograming tumoral phenotypes. Preclinical models emphasize the synchronized effects of both intracellular and extracellular PD-L1 in promoting metastasis, with intricate interactions with the immune system. This review aims to summarize recent findings to elucidate the spatiotemporal heterogeneity of PD-L1 expression and the pro-metastatic roles of PD-L1 in the entire process of tumor metastasis. For example, PD-L1 regulates the epithelial-to-mesenchymal transition (EMT) process, facilitates the survival of circulating tumor cells, and induces the formation of immunosuppressive environments at pre-metastatic niches and metastatic sites. And the complexed and dynamic regulation process of PD-L1 for tumor metastasis is related to the spatiotemporal heterogeneity of PD-L1 expression and functions from tumor primary sites to various metastatic sites. This review extends the current understandings for the roles of PD-L1 in mediating tumor metastasis and provides new insights into therapeutic decisions in clinical practice.
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Affiliation(s)
- Yinjun He
- Department of Colorectal Surgery, First Affiliated Hospital, Zhejiang University Medical School, Hangzhou, 310009, China
- Department of Pathology, Zhejiang University Medical School, Hangzhou, 310058, China
| | - Ming Zhu
- Department of Pathology, Zhejiang University Medical School, Hangzhou, 310058, China
| | - Xuan Lai
- Department of Pathology, Zhejiang University Medical School, Hangzhou, 310058, China
| | - Honghe Zhang
- Department of Pathology, Zhejiang University Medical School, Hangzhou, 310058, China.
| | - Weiqin Jiang
- Department of Colorectal Surgery, First Affiliated Hospital, Zhejiang University Medical School, Hangzhou, 310009, China.
- Department of Pathology, Zhejiang University Medical School, Hangzhou, 310058, China.
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2
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Kim H, Kim J, Yeon SY, You S. Machine learning approaches for spatial omics data analysis in digital pathology: tools and applications in genitourinary oncology. Front Oncol 2024; 14:1465098. [PMID: 39678498 PMCID: PMC11638011 DOI: 10.3389/fonc.2024.1465098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 11/08/2024] [Indexed: 12/17/2024] Open
Abstract
Recent advances in spatial omics technologies have enabled new approaches for analyzing tissue morphology, cell composition, and biomolecule expression patterns in situ. These advances are promoting the development of new computational tools and quantitative techniques in the emerging field of digital pathology. In this review, we survey current trends in the development of computational methods for spatially mapped omics data analysis using digitized histopathology slides and supplementary materials, with an emphasis on tools and applications relevant to genitourinary oncological research. The review contains three sections: 1) an overview of image processing approaches for histopathology slide analysis; 2) machine learning integration with spatially resolved omics data analysis; 3) a discussion of current limitations and future directions for integration of machine learning in the clinical decision-making process.
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Affiliation(s)
- Hojung Kim
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Pathology, University of Illinois at Chicago, Chicago, IL, United States
| | - Jina Kim
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Su Yeon Yeon
- Department of Pathology, University of Illinois at Chicago, Chicago, IL, United States
| | - Sungyong You
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
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3
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Branz A, Matek C, Lange F, Bahlinger V, Klümper N, Hölzel M, Strissel PL, Strick R, Sikic D, Wach S, Taubert H, Wullich B, Hartmann A, Seliger B, Eckstein M. HLA-G expression associates with immune evasion muscle-invasive urothelial cancer and drives prognostic relevance. Front Immunol 2024; 15:1478196. [PMID: 39469714 PMCID: PMC11513269 DOI: 10.3389/fimmu.2024.1478196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 09/24/2024] [Indexed: 10/30/2024] Open
Abstract
Introduction Urothelial bladder cancer is frequent and exhibits diverse prognoses influenced by molecular subtypes, urothelial subtype histology, and immune microenvironments. HLA-G, known for immune regulation, displays significant membranous expression in tumor tissues. Methods We studied the protein expression of Human Leucocyte Antigen G (HLA-G) in 241 Muscle-Invasive Bladder Cancer (MIBC) patients, elucidating its potential clinical and biological significance. Protein expression levels were evaluated and correlated with molecular subtypes, histological characteristics, immune microenvironment markers, and survival outcomes. Results High HLA-G expression associates with poor overall survival (OS) and diseasespecific survival (DSS), independent of clinicopathological parameters. HLA-G expression varies among molecular subtypes and Urothelial Subtype Histology, e.g., elevated expression levels in basal/squamous MIBC and those with sarcomatoid differentiation. Notably, HLA-G is increased in MIBC with an immune evasive microenvironment (high PD-L1 tumor cell expression, NK cell depletion, granzyme B (GZMB)/CD8 ratio reduction, MHC class I (MHCI) expression reduction) that are characterized by immunosuppressive features and poor prognosis. Furthermore, HLA-G correlates with elevated levels of other immune checkpoint proteins (TIGIT, LAG3, CTLA-4), indicating its role in immune evasion. Discussion Our findings underscore HLA-G's role as a potential prognostic marker and interesting immunotherapeutic target in MIBC. Its impact on immune evasion mechanisms and broad expression, coupled with associations withpoor survival and distinct tumor phenotypes, positions HLA-G as a promising protein for further exploration in developing targeted immunotherapies for MIBC patients.
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Affiliation(s)
- Annalena Branz
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Christian Matek
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Fabienne Lange
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Veronika Bahlinger
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany
| | - Niklas Klümper
- Department of Urology and Pediatric Urology, University Hospital Bonn, Bonn, Germany
- Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Bonn, Germany
| | - Michael Hölzel
- Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Bonn, Germany
| | - Pamela L. Strissel
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Gynecology and Obstetrics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Reiner Strick
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Gynecology and Obstetrics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Danijel Sikic
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Urology and Pediatric Urology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Sven Wach
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Urology and Pediatric Urology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Helge Taubert
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Urology and Pediatric Urology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Bernd Wullich
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Urology and Pediatric Urology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Arndt Hartmann
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Barbara Seliger
- Institute of Translational Immunology, Medical School Brandenburg, Brandenburg, Germany
- Medical Faculty, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Markus Eckstein
- Institute of Pathology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)), Erlangen, Germany
- CCC Erlangen-EMN: Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- CCC WERA: Comprehensive Cancer Center Alliance WERA (CCC WERA), Erlangen, Germany
- BZKF: Bavarian Cancer Research Center (BZKF), Erlangen, Germany
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4
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Loriot Y, Kamal M, Syx L, Nicolle R, Dupain C, Menssouri N, Duquesne I, Lavaud P, Nicotra C, Ngocamus M, Lacroix L, Tselikas L, Crehange G, Friboulet L, Castel-Ajgal Z, Neuzillet Y, Borcoman E, Beuzeboc P, Marret G, Gutman T, Wong J, Radvanyi F, Dureau S, Scoazec JY, Servant N, Allory Y, Besse B, Andre F, Le Tourneau C, Massard C, Bieche I. The genomic and transcriptomic landscape of metastastic urothelial cancer. Nat Commun 2024; 15:8603. [PMID: 39366934 PMCID: PMC11452614 DOI: 10.1038/s41467-024-52915-0] [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: 03/06/2024] [Accepted: 09/20/2024] [Indexed: 10/06/2024] Open
Abstract
Metastatic urothelial carcinoma (mUC) is a lethal cancer, with limited therapeutic options. Large-scale studies in early settings provided critical insights into the genomic and transcriptomic characteristics of non-metastatic UC. The genomic landscape of mUC remains however unclear. Using Whole Exome (WES) and mRNA sequencing (RNA-seq) performed on metastatic biopsies from 111 patients, we show that driver genomic alterations from mUC were comparable to primary UC (TCGA data). APOBEC, platin, and HRD mutational signatures are the most prevalent in mUC, identified in 56%, 14%, and 9% of mUC samples, respectively. Molecular subtyping using consensus transcriptomic classification in mUC shows enrichment in neuroendocrine subtype. Paired samples analysis reveals subtype heterogeneity and temporal evolution. We identify potential therapeutic targets in 73% of mUC patients, of which FGFR3 (26%), ERBB2 (7%), TSC1 (7%), and PIK3CA (13%) are the most common. NECTIN4 and TACSTD2 are highly expressed regardless of molecular subtypes, FGFR3 alterations and sites of metastases.
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MESH Headings
- Humans
- Receptor, Fibroblast Growth Factor, Type 3/genetics
- Receptor, Fibroblast Growth Factor, Type 3/metabolism
- Transcriptome
- Mutation
- Male
- Female
- Exome Sequencing
- Receptor, ErbB-2/genetics
- Receptor, ErbB-2/metabolism
- Urinary Bladder Neoplasms/genetics
- Urinary Bladder Neoplasms/pathology
- Nectins/genetics
- Nectins/metabolism
- Aged
- Tuberous Sclerosis Complex 1 Protein/genetics
- Tuberous Sclerosis Complex 1 Protein/metabolism
- Cell Adhesion Molecules/genetics
- Cell Adhesion Molecules/metabolism
- Antigens, Neoplasm/genetics
- Antigens, Neoplasm/metabolism
- Class I Phosphatidylinositol 3-Kinases/genetics
- Class I Phosphatidylinositol 3-Kinases/metabolism
- Genomics
- Middle Aged
- APOBEC Deaminases/genetics
- APOBEC Deaminases/metabolism
- Urothelium/pathology
- Urothelium/metabolism
- Gene Expression Regulation, Neoplastic
- Cytidine Deaminase/genetics
- Cytidine Deaminase/metabolism
- Neoplasm Metastasis/genetics
- Aged, 80 and over
- Carcinoma, Transitional Cell/genetics
- Carcinoma, Transitional Cell/pathology
- Urologic Neoplasms/genetics
- Urologic Neoplasms/pathology
- Gene Expression Profiling/methods
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Affiliation(s)
- Yohann Loriot
- Gustave Roussy, DITEP, Gustave Roussy, Villejuif, France.
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France.
- PRISM, Gustave Roussy, Villejuif, France.
| | - Maud Kamal
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France.
| | - Laurene Syx
- Bioinformatics and Computational Systems Biology of Cancer, Institut Curie, PSL Research University, Mines Paris Tech, INSERM U900, 75005, Paris, France
| | - Remy Nicolle
- Université Paris Cité, Centre de Recherche sur l'Inflammation (CRI), INSERM, U1149, CNRS, ERL 8252, F-, 75018, Paris, France
| | - Celia Dupain
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France
| | - Naoual Menssouri
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Igor Duquesne
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Pernelle Lavaud
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | | | - Maud Ngocamus
- Gustave Roussy, DITEP, Gustave Roussy, Villejuif, France
| | | | - Lambros Tselikas
- Department of interventional radiology, Gustave Roussy, Villejuif, France
| | - Gilles Crehange
- Department of Radiothérapie, Institut Curie, 75005 Paris & 92210 Saint-Cloud, Paris, France
| | - Luc Friboulet
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
- PRISM, Gustave Roussy, Villejuif, France
| | - Zahra Castel-Ajgal
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France
| | | | - Edith Borcoman
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France
| | | | - Grégoire Marret
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France
| | - Tom Gutman
- Bioinformatics and Computational Systems Biology of Cancer, Institut Curie, PSL Research University, Mines Paris Tech, INSERM U900, 75005, Paris, France
| | - Jennifer Wong
- Department of Genetics, Institut Curie, 75005, Paris, France
| | | | - Sylvain Dureau
- Biometry unit, direction of clinical research, Institut Curie, 75005, Paris, France
| | - Jean-Yves Scoazec
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
- Biopath department, Gustave Roussy, Villejuif, France
| | - Nicolas Servant
- Bioinformatics and Computational Systems Biology of Cancer, Institut Curie, PSL Research University, Mines Paris Tech, INSERM U900, 75005, Paris, France
| | - Yves Allory
- Department of Pathology, Institut Curie, PSL Research University, 75005, Paris, France
| | - Benjamin Besse
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
- Department of Cancer Medicine, Gustave Roussy, Villejuif, France
| | - Fabrice Andre
- INSERM 981, Université Paris-Saclay, Gustave Roussy, Villejuif, France
- PRISM, Gustave Roussy, Villejuif, France
| | - Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), Institut Curie, 75005, Paris, France
- Bioinformatics and Computational Systems Biology of Cancer, Institut Curie, PSL Research University, Mines Paris Tech, INSERM U900, 75005, Paris, France
| | | | - Ivan Bieche
- Department of Genetics, Institut Curie, 75005, Paris, France
- INSERM U1016, Faculty of Pharmaceutical and Biological Sciences, Université Paris Cité, Paris, France
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5
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Niegisch G, Bolenz C, Doehn C, Gakis G, Hartmann A, Müller-Huesmann H, Reis H, Roghmann F, Schwamborn K, Tiemann K, Retz M. [German expert consensus on programmed cell death ligand 1 (PD-L1) testing in perioperative systemic therapy of muscle invasive bladder cancer]. UROLOGIE (HEIDELBERG, GERMANY) 2024; 63:1019-1027. [PMID: 39186130 PMCID: PMC11458694 DOI: 10.1007/s00120-024-02416-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/15/2024] [Indexed: 08/27/2024]
Abstract
The risk of recurrence in patients with muscle invasive bladder cancer (MIBC) after radical cystectomy depends on the pathological tumor stage. In particular, patients with lymph node metastasis (pN+), locally advanced (≥pT3), or residual muscle invasive tumor despite neoadjuvant chemotherapy are at high risk. Currently, the importance of adjuvant therapy with immune checkpoint inhibitors is increasing in the context of perioperative systemic therapeutic concepts. The indication for the PD‑1 inhibitor nivolumab currently approved in the European Union requires testing of PD-L1 (programmed cell death ligand 1) protein expression by immunochemistry in tumor tissue. Focusing on MIBC patients at high risk of recurrence, new questions arise regarding the implementation and interpretation of PD-L1 testing. An interdisciplinary group of experts from Germany has discussed relevant issues from a clinicopathological point of view and developed practical recommendations to facilitate the implementation of validated and quality-assured PD-L1 testing for the approved indications in daily clinical practice.
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Affiliation(s)
- G Niegisch
- Klinik für Urologie, Universitätsklinikum und Medizinische Fakultät der Heinrich-Heine-Universität, Düsseldorf, Deutschland.
- Centrum für Integrierte Onkologie (CIO) Düsseldorf, CIO Aachen-Bonn-Köln-Düsseldorf, Düsseldorf, Deutschland.
- Medizinische Fakultät, Klinik für Urologie, Heinrich-Heine-Universität, Moorenstr. 5, 40225, Düsseldorf, Deutschland.
| | - C Bolenz
- Klinik für Urologie und Kinderurologie, Universitätsklinikum Ulm, Ulm, Deutschland
| | - C Doehn
- Urologikum Lübeck, Lübeck, Deutschland
| | - G Gakis
- Klinik für Urologie, Universitätsklinik/Poliklinik und Medizinische Fakultät der Martin-Luther-Universität Halle-Wittenberg, Halle, Deutschland
| | - A Hartmann
- Urologische Praxis Celle, Celle, Deutschland
| | - H Müller-Huesmann
- MVZ im MediCo für Hämatologie und Onkologie, Innere Medizin, Palliativmedizin, Paderborn, Deutschland
| | - H Reis
- Dr. Senckenbergisches Institut für Pathologie, Universitätsklinikum Frankfurt, Frankfurt, Deutschland
| | - F Roghmann
- Translationale Uro-Onkologie am Prostatakarzinomzentrum, Marien Hospital Herne - Universitätsklinikum der Ruhr-Universität Bochum, Herne, Deutschland
| | - K Schwamborn
- Institut für Pathologie, Universitätsklinikum rechts der Isar der Technischen Universität München, München, Deutschland
| | - K Tiemann
- Institut für Hämatopathologie Hamburg, Hamburg, Deutschland
| | - M Retz
- Urologische Klinik und Poliklinik, des Universitätsklinikum rechts der Isar der Technischen Universität München, München, Deutschland
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6
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Cox A, Klümper N, Stein J, Sikic D, Breyer J, Bolenz C, Roghmann F, Erben P, Wirtz RM, Wullich B, Ritter M, Hölzel M, Schwamborn K, Horn T, Gschwend J, Hartmann A, Weichert W, Erlmeier F, Eckstein M. Molecular Urothelial Tumor Cell Subtypes Remain Stable During Metastatic Evolution. Eur Urol 2024; 85:328-332. [PMID: 37031005 DOI: 10.1016/j.eururo.2023.03.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 02/23/2023] [Accepted: 03/24/2023] [Indexed: 04/08/2023]
Abstract
Urothelial cancer (UC) care is moving toward precision oncology. For tumor biology-driven treatment of metastatic UC (mUC), molecular subtypes play a crucial role. However, it is not known whether subtypes change during metastatic evolution. To address this, we analyzed a UC progression cohort (N = 154 patients) with 138 matched primary tumors (PRIM) and synchronous or metachronous distant metastasis (MET) by immunohistochemistry, and mRNA sequencing in a subgroup of 20 matched pairs. Protein-based tumor cell subtypes and histomorphology remained stable during metastatic progression (concordance: 94%, 95% confidence interval [CI] 88-97%). In comparison, transcriptome-based molecular consensus subtypes exhibited higher heterogeneity between PRIM and MET (concordance: 45%, 95% CI 23-69%), with switches particularly occurring between luminal and stroma-rich tumors. Of note, all tumors classified as stroma rich showed luminal tumor cell differentiation. By an in-depth analysis, we found a negative correlation of luminal gene and protein expression with increasing desmoplastic stroma content, suggesting that luminal tumor cell differentiation of "stroma-rich tumors" is superimposed by gene expression signals stemming from the stromal compartment. Immunohistochemistry allows tumor cell subtyping into luminal, basal, or neuroendocrine classes that remain stable during metastatic progression. These findings expand our biological understanding of UC MET and have implications for future subtype-stratified clinical trials in patients with mUC. PATIENT SUMMARY: Urothelial carcinomas (UCs) occur in different appearances, the so-called molecular subtypes. These molecular subtypes will gain importance for the therapy of metastatic UCs in the future. We could demonstrate that the subtype remains stable during metastasis, which is highly relevant for future studies.
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Affiliation(s)
- Alexander Cox
- Department of Urology, University Medical Center Bonn (UKB), Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Düsseldorf, Germany
| | - Niklas Klümper
- Department of Urology, University Medical Center Bonn (UKB), Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Düsseldorf, Germany; Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany; BRIDGE-Consortium Germany e.V, Mannheim, Germany
| | - Johannes Stein
- Department of Urology, University Medical Center Bonn (UKB), Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Düsseldorf, Germany
| | - Danijel Sikic
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Department of Urology and Pediatric Urology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany
| | - Johannes Breyer
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Department of Urology, St.-Caritas Hospital Regensburg, Regensburg, Germany; University of Regensburg, Regensburg, Germany
| | - Christian Bolenz
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Department of Urology and Pediatric Urology, University Hospital Ulm, University of Ulm, Ulm, Germany
| | - Florian Roghmann
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Department of Urology, Marien Hospital, Ruhr-University Bochum, Herne, Germany
| | - Philipp Erben
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Department of Urology, University Hospital Mannheim, University of Heidelberg, Mannheim, Germany
| | - Ralph M Wirtz
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; STRATIFYER Molecular Pathology, Cologne, Germany
| | - Bernd Wullich
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Department of Urology and Pediatric Urology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany
| | - Manuel Ritter
- Department of Urology, University Medical Center Bonn (UKB), Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Düsseldorf, Germany
| | - Michael Hölzel
- Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Düsseldorf, Germany; Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany; BRIDGE-Consortium Germany e.V, Mannheim, Germany
| | - Kristina Schwamborn
- Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Institute of Pathology, Technische Universität München, Munich, Germany
| | - Thomas Horn
- Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Department of Urology, Technische Universität München, Munich, Germany
| | - Jürgen Gschwend
- Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Department of Urology, Technische Universität München, Munich, Germany
| | - Arndt Hartmann
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Wilko Weichert
- Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Institute of Pathology, Technische Universität München, Munich, Germany
| | - Franziska Erlmeier
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Institute of Pathology, Technische Universität München, Munich, Germany; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Markus Eckstein
- BRIDGE-Consortium Germany e.V, Mannheim, Germany; Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research (BZKF), Bavaria, Germany; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
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7
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Vanguri RS, Smithy JW, Li Y, Zhuang M, Maher CA, Aleynick N, Peng X, Al-Ahmadie H, Funt SA, Rosenberg JE, Iyer G, Bajorin D, Mathews JC, Nadeem S, Panageas KS, Shen R, Callahan MK, Hollmann TJ. Integration of peripheral blood- and tissue-based biomarkers of response to immune checkpoint blockade in urothelial carcinoma. J Pathol 2023; 261:349-360. [PMID: 37667855 PMCID: PMC11157502 DOI: 10.1002/path.6197] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 07/28/2023] [Accepted: 08/02/2023] [Indexed: 09/06/2023]
Abstract
As predictive biomarkers of response to immune checkpoint inhibitors (ICIs) remain a major unmet clinical need in patients with urothelial carcinoma (UC), we sought to identify tissue-based immune biomarkers of clinical benefit to ICIs using multiplex immunofluorescence and to integrate these findings with previously identified peripheral blood biomarkers of response. Fifty-five pretreatment and 12 paired on-treatment UC specimens were identified from patients treated with nivolumab with or without ipilimumab. Whole tissue sections were stained with a 12-plex mIF panel, including CD8, PD-1/CD279, PD-L1/CD274, CD68, CD3, CD4, FoxP3, TCF1/7, Ki67, LAG-3, MHC-II/HLA-DR, and pancytokeratin+SOX10 to identify over three million cells. Immune tissue densities were compared to progression-free survival (PFS) and best overall response (BOR) by RECIST version 1.1. Correlation coefficients were calculated between tissue-based and circulating immune populations. The frequency of intratumoral CD3+ LAG-3+ cells was higher in responders compared to nonresponders (p = 0.0001). LAG-3+ cellular aggregates were associated with response, including CD3+ LAG-3+ in proximity to CD3+ (p = 0.01). Exploratory multivariate modeling showed an association between intratumoral CD3+ LAG-3+ cells and improved PFS independent of prognostic clinical factors (log HR -7.0; 95% confidence interval [CI] -12.7 to -1.4), as well as established biomarkers predictive of ICI response (log HR -5.0; 95% CI -9.8 to -0.2). Intratumoral LAG-3+ immune cell populations warrant further study as a predictive biomarker of clinical benefit to ICIs. Differences in LAG-3+ lymphocyte populations across the intratumoral and peripheral compartments may provide complementary information that could inform the future development of multimodal composite biomarkers of ICI response. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Rami S. Vanguri
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - James W. Smithy
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
| | - Yanyun Li
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Mingqiang Zhuang
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Colleen A. Maher
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Nathaniel Aleynick
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xiyu Peng
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Hikmat Al-Ahmadie
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Samuel A Funt
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Department of Medicine, Weill Cornell Medical College, New York NY USA
| | - Jonathan E Rosenberg
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Department of Medicine, Weill Cornell Medical College, New York NY USA
| | - Gopa Iyer
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Department of Medicine, Weill Cornell Medical College, New York NY USA
| | - Dean Bajorin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Department of Medicine, Weill Cornell Medical College, New York NY USA
| | - James C. Mathews
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Saad Nadeem
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Katherine S. Panageas
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Ronglai Shen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Margaret K. Callahan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York NY USA
- Department of Medicine, Weill Cornell Medical College, New York NY USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
| | - Travis J. Hollmann
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Bristol Myers Squibb, Princeton, NJ, USA
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8
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Klümper N, Wüst L, Saal J, Ralser DJ, Zarbl R, Jarczyk J, Breyer J, Sikic D, Wullich B, Bolenz C, Roghmann F, Hölzel M, Ritter M, Strieth S, Hartmann A, Erben P, Wirtz RM, Landsberg J, Dietrich D, Eckstein M. PD-L1 ( CD274) promoter hypomethylation predicts immunotherapy response in metastatic urothelial carcinoma. Oncoimmunology 2023; 12:2267744. [PMID: 37868689 PMCID: PMC10588513 DOI: 10.1080/2162402x.2023.2267744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/03/2023] [Indexed: 10/24/2023] Open
Abstract
PD-L1 status assessed by immunohistochemistry (IHC) has failed to reliably predict outcomes for patients with metastatic urothelial carcinoma (mUC) on immune checkpoint blockade (ICB). PD-L1 promoter methylation is an epigenetic mechanism that has been shown to regulate PD-L1 mRNA expression in various malignancies. The aim of our present study was to evaluate the predictive potential of PD-L1 promoter methylation status (mPD-L1) in ICB-treated mUC compared to conventional IHC-based PD-L1 assessment. We quantified mPD-L1 in formalin-fixed and paraffin-embedded tissue sections using an established quantitative methylation-specific PCR assay (qMSP) in a well-characterized multicenter ICB-treated cohort comprising N = 107 patients with mUC. Additionally, PD-L1 protein expression in tumor tissues was assessed using regulatory approved IHC protocols. The effect of pharmacological hypomethylation by the DNA methyltransferase inhibitor decitabine in combination with interferon-γ stimulation in urothelial carcinoma cell lines was investigated by IHC and FACS. mPD-L1 hypomethylation predicted objective response rate at the first staging on ICB. Patients with tumors categorized as PD-L1 hypomethylated (lower quartile) showed significantly prolonged progression-free (PFS) and overall survival (OS) after ICB initiation. In contrast, PD-L1 protein expression status neither correlated with response nor survival. In multivariable Cox regression analyses, PD-L1 promoter hypermethylation remained an independent predictor of unfavorable PFS and OS. In urothelial carcinoma cell lines, pharmacological demethylation led to an upregulation of membranous PD-L1 expression and an enhanced inducibility of PD-L1 expression by interferon γ. Hypomethylation of the PD-L1 promoter is a promising predictive biomarker for response to ICB in patients with mUC.
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Affiliation(s)
- Niklas Klümper
- Department of Urology and Pediatric Urology, University Medical Center Bonn (UKB), Bonn, Germany
- Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
| | - Lennert Wüst
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Otorhinolaryngology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Jonas Saal
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Medical Clinic III for Oncology, Hematology, Immune-Oncology and Rheumatology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Damian J. Ralser
- Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Gynaecology and Gynaecological Oncology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Romina Zarbl
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Otorhinolaryngology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Jonas Jarczyk
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Johannes Breyer
- Department of Urology, Caritas Hospital St. Josef, University of Regensburg, Regensburg, Germany
- Center for Integrated Oncology, Bavarian Center for Cancer Research (Bayerisches Zentrum für Krebsforschung, BZKF), Erlangen, Germany
| | - Danijel Sikic
- Center for Integrated Oncology, Bavarian Center for Cancer Research (Bayerisches Zentrum für Krebsforschung, BZKF), Erlangen, Germany
- Center for Integrated Oncology, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- Department of Urology and Pediatric Urology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Bernd Wullich
- Center for Integrated Oncology, Bavarian Center for Cancer Research (Bayerisches Zentrum für Krebsforschung, BZKF), Erlangen, Germany
- Center for Integrated Oncology, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- Department of Urology and Pediatric Urology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | | | | | - Michael Hölzel
- Institute of Experimental Oncology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
| | - Manuel Ritter
- Department of Urology and Pediatric Urology, University Medical Center Bonn (UKB), Bonn, Germany
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
| | - Sebastian Strieth
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Otorhinolaryngology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Arndt Hartmann
- Center for Integrated Oncology, Bavarian Center for Cancer Research (Bayerisches Zentrum für Krebsforschung, BZKF), Erlangen, Germany
- Center for Integrated Oncology, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
- Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Philipp Erben
- Department of Urology and Urosurgery, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Ralph M. Wirtz
- Center for Integrated Oncology, STRATIFYER Molecular Pathology GmbH, Cologne, Germany
| | - Jennifer Landsberg
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Dermatology and Allergy, University Medical Center Bonn (UKB), Bonn, Germany
| | - Dimo Dietrich
- Center for Integrated Oncology, Aachen/Bonn/Cologne/Düsseldorf (CIO-ABCD), Germany
- Department of Otorhinolaryngology, University Medical Center Bonn (UKB), Bonn, Germany
| | - Markus Eckstein
- Center for Integrated Oncology, Bavarian Center for Cancer Research (Bayerisches Zentrum für Krebsforschung, BZKF), Erlangen, Germany
- Center for Integrated Oncology, Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Erlangen, Germany
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
- Comprehensive Cancer Center EMN, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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9
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Zhu J, Huang Q, Peng X, Luo C, Liu Z, Liu D, Yuan H, Yuan R, Cheng X. Identification of molecular subtypes based on PANoptosis-related genes and construction of a signature for predicting the prognosis and response to immunotherapy response in hepatocellular carcinoma. Front Immunol 2023; 14:1218661. [PMID: 37662906 PMCID: PMC10471990 DOI: 10.3389/fimmu.2023.1218661] [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: 05/07/2023] [Accepted: 08/03/2023] [Indexed: 09/05/2023] Open
Abstract
Background Previous studies have demonstrated that PANoptosis is strongly correlated with cancer immunity and progression. This study aimed to develop a PANoptosis-related signature (PANRS) to explore its potential value in predicting the prognosis and immunotherapy response of hepatocellular carcinoma (HCC). Methods Based on the expression of PANoptosis-related genes, three molecular subtypes were identified. To construct a signature, the differentially expressed genes between different molecular subtypes were subjected to multivariate least absolute shrinkage and selection operator Cox regression analyses. The risk scores of patients in the training set were calculated using the signature. The patients were classified into high-risk and low-risk groups based on the median risk scores. The predictive performance of the signature was evaluated using Kaplan-Meier plotter, receiving operating characteristic curves, nomogram, and calibration curve. The results were validated using external datasets. Additionally, the correlation of the signature with the immune landscape and drug sensitivity was examined. Furthermore, the effect of LPCAT1 knockdown on HCC cell behavior was verified using in vitro experiments. Results This study developed a PANRS. The risk score obtained by using the PANRS was an independent risk factor for the prognosis of patients with HCC and exhibited good prognostic predictive performance. The nomogram constructed based on the risk score and clinical information can accurately predicted the survival probability of patients with HCC. Patients with HCC in the high-risk groups have high immune scores and tend to generate an immunosuppressive microenvironment. They also exhibited a favorable response to immunotherapy, as evidenced by high tumor mutational burden, high immune checkpoint gene expression, high human leukocyte antigen gene expression, low tumor immune dysfunction and low exclusion scores. Additionally, the PANRS enabled the identification of 15 chemotherapeutic agents, including sorafenib, for patients with HCC with different risk levels, guiding clinical treatment. The signature gene LPCAT1 was upregulated in HCC cell lines. LPCAT1 knockdown markedly decreased HCC cell proliferation and migration. Conclusion PANRS can accurately predict the prognosis and immunotherapy response of patients with HCC and consequently guide individualized treatment.
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Affiliation(s)
- Jinfeng Zhu
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Qian Huang
- Department of General Practice, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xingyu Peng
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Chen Luo
- Department of General Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Zitao Liu
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Dongdong Liu
- Department of General Surgery, Hukou County People’s Hospital, Jiujiang, China
| | - Huazhao Yuan
- Department of General Surgery, Jiujiang Traditional Chinese Medicine Hospital, Jiujiang, China
| | - Rongfa Yuan
- Department of General Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xuexin Cheng
- Biological Resource Center, The Second Affiliated Hospital of Nanchang University, Nanchang, China
- School of Public Health, Nanchang University, Nanchang, China
- Jiangxi Provincial Key Laboratory of Preventive Medicine, Nanchang University, Nanchang, China
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10
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Klümper N, Cox A, Eckstein M. Reply to Mattias Höglund's Letter to the Editor re: Alexander Cox, Niklas Klümper, Johannes Stein, et al. Molecular Urothelial Tumor Cell Subtypes Remain Stable During Metastatic Evolution. Eur Urol. In press. https://doi.org/10.1016/j.eururo.2023.03.020. Eur Urol 2023; 84:e51-e52. [PMID: 37244816 DOI: 10.1016/j.eururo.2023.05.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 05/16/2023] [Indexed: 05/29/2023]
Affiliation(s)
- Niklas Klümper
- Department of Urology and Pediatric Urology, University Hospital Bonn, Bonn, Germany; Institute of Experimental Oncology, University Hospital Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf, Bonn, Germany; BRIDGE Consortium Germany e.V, Mannheim, Germany.
| | - Alexander Cox
- Department of Urology and Pediatric Urology, University Hospital Bonn, Bonn, Germany; Institute of Experimental Oncology, University Hospital Bonn, Bonn, Germany
| | - Markus Eckstein
- BRIDGE Consortium Germany e.V, Mannheim, Germany; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research, Munich, Germany
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11
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Klümper N, Hölzel M, Eckstein M. Reply to Jon Griffin. TIME for a Change? Multimarker Assessment of the Tumour Immune Microenvironment and Metastatic Site Biopsy to Improve Immunotherapy Response Prediction in Muscle-invasive Bladder Cancer. Eur Urol. 2023;43:143-4. Eur Urol 2023; 83:e115-e116. [PMID: 36702695 DOI: 10.1016/j.eururo.2023.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 01/11/2023] [Indexed: 01/26/2023]
Affiliation(s)
- Niklas Klümper
- Department of Urology and Pediatric Urology, University Medical Center Bonn, Bonn, Germany; Institute of Experimental Oncology, University Medical Center Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf, Bonn, Germany; BRIDGE Consortium e.V, Germany
| | - Michael Hölzel
- Institute of Experimental Oncology, University Medical Center Bonn, Bonn, Germany; Center for Integrated Oncology Aachen/Bonn/Cologne/Düsseldorf, Bonn, Germany
| | - Markus Eckstein
- BRIDGE Consortium e.V, Germany; Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Bavarian Center for Cancer Research, Munich, Germany.
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12
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Jung M, Rose M, Knuechel R, Loeffler C, Muti H, Kather JN, Gaisa NT. Characterisation of tumour-immune phenotypes and PD-L1 positivity in squamous bladder cancer. BMC Cancer 2023; 23:113. [PMID: 36726072 PMCID: PMC9890720 DOI: 10.1186/s12885-023-10576-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 01/24/2023] [Indexed: 02/03/2023] Open
Abstract
AIMS Immune checkpoint inhibitor (ICI) therapy has become a viable treatment strategy in bladder cancer. However, treatment responses vary, and improved biomarkers are needed. Crucially, the characteristics of immune cells remain understudied especially in squamous differentiated bladder cancer (sq-BLCA). Here, we quantitatively analysed the tumour-immune phenotypes of sq-BLCA and correlated them with PD-L1 expression and FGFR3 mutation status. METHODS Tissue microarrays (TMA) of n = 68 non-schistosomiasis associated pure squamous cell carcinoma (SCC) and n = 46 mixed urothelial carcinoma with squamous differentiation (MIX) were subjected to immunohistochemistry for CD3, CD4, CD8, CD56, CD68, CD79A, CD163, Ki67, perforin and chloroacetate esterase staining. Quantitative image evaluation was performed via digital image analysis. RESULTS Immune infiltration was generally higher in stroma than in tumour regions. B-cells (CD79A) were almost exclusively found in stromal areas (sTILs), T-lymphocytes and macrophages were also present in tumour cell areas (iTILs), while natural killer cells (CD56) were nearly missing in any area. Tumour-immune phenotype distribution differed depending on the immune cell subset, however, hot tumour-immune phenotypes (high density of immune cells in tumour areas) were frequently found for CD8 + T-cells (33%), especially perforin + lymphocytes (52.2%), and CD68 + macrophages (37.6%). Perforin + CD8 lymphocytes predicted improved overall survival in sq-BLCA while high PD-L1 expression (CPS ≥ 10) was significantly associated with higher CD3 + , CD8 + and CD163 + immune cell density and high Ki67 (density) of tumour cells. Furthermore, PD-L1 expression was positively associated with CD3 + /CD4 + , CD3 + /CD8 + and CD68 + /CD163 + hot tumour-immune phenotypes. FGFR3 mutation status was inversely associated with CD8 + , perforin + and CD79A + lymphocyte density. CONCLUSIONS Computer-based image analysis is an efficient tool to analyse immune topographies in squamous bladder cancer. Hot tumour-immune phenotypes with strong PD-L1 expression might pose a promising subgroup for clinically successful ICI therapy in squamous bladder cancer and warrant further investigation.
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Affiliation(s)
- Max Jung
- grid.412301.50000 0000 8653 1507Institute of Pathology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany ,Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Michael Rose
- grid.412301.50000 0000 8653 1507Institute of Pathology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany ,Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Ruth Knuechel
- grid.412301.50000 0000 8653 1507Institute of Pathology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany ,Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
| | - Chiara Loeffler
- grid.412301.50000 0000 8653 1507Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany ,grid.4488.00000 0001 2111 7257Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Hannah Muti
- grid.412301.50000 0000 8653 1507Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany ,grid.4488.00000 0001 2111 7257Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Jakob Nikolas Kather
- grid.412301.50000 0000 8653 1507Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany ,grid.4488.00000 0001 2111 7257Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Nadine T. Gaisa
- grid.412301.50000 0000 8653 1507Institute of Pathology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany ,Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany
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13
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Griffin J. TIME for a Change? Multimarker Assessment of the Tumour Immune Microenvironment and Metastatic Site Biopsy to Improve Immunotherapy Response Prediction in Muscle-invasive Bladder Cancer. Eur Urol 2023; 83:143-144. [PMID: 36443154 DOI: 10.1016/j.eururo.2022.11.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 11/11/2022] [Indexed: 11/27/2022]
Affiliation(s)
- Jon Griffin
- Histopathology Department, Royal Hallamshire Hospital, Sheffield, UK.
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14
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Bahlinger V, Hartmann A, Eckstein M. Assessment of PD-L1 Status in Urothelial Cancer. Methods Mol Biol 2023; 2684:249-255. [PMID: 37410239 DOI: 10.1007/978-1-0716-3291-8_15] [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] [Indexed: 07/07/2023]
Abstract
Since 2016, the immunotherapeutic agents targeting PD-1 and PD-L1 are an integral part in first-line and second-line treatment of advanced or metastatic urothelial cancer. By PD-1 and PD-L1 inhibition with these drugs, the immune system is supposed to regain the capacity to actively kill cancer cells. Meanwhile, PD-L1 assessment is prescribed for patients not being eligible for platinum-based chemotherapy in first-line settings in metastatic disease (for monotherapy with atezolizumab or pembrolizumab) and for patients who are intended to receive adjuvant nivolumab treatment following radical cystectomy. Several challenges which are highlighted in this chapter affect PD-L1 testing in daily routine including availability of representative tissue materials, inter-observer variability, and different available PD-L1 immunohistochemistry assays with different analytical properties.
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Affiliation(s)
- Veronika Bahlinger
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
| | - Arndt Hartmann
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Markus Eckstein
- Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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