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Culliford R, Lawrence SED, Mills C, Tippu Z, Chubb D, Cornish AJ, Browning L, Kinnersley B, Bentham R, Sud A, Pallikonda H, Frangou A, Gruber AJ, Litchfield K, Wedge D, Larkin J, Turajlic S, Houlston RS. Whole genome sequencing refines stratification and therapy of patients with clear cell renal cell carcinoma. Nat Commun 2024; 15:5935. [PMID: 39009593 PMCID: PMC11250826 DOI: 10.1038/s41467-024-49692-1] [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: 11/28/2023] [Accepted: 06/17/2024] [Indexed: 07/17/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common form of kidney cancer, but a comprehensive description of its genomic landscape is lacking. We report the whole genome sequencing of 778 ccRCC patients enrolled in the 100,000 Genomes Project, providing for a detailed description of the somatic mutational landscape of ccRCC. We identify candidate driver genes, which as well as emphasising the major role of epigenetic regulation in ccRCC highlight additional biological pathways extending opportunities for therapeutic interventions. Genomic characterisation identified patients with divergent clinical outcome; higher number of structural copy number alterations associated with poorer prognosis, whereas VHL mutations were independently associated with a better prognosis. The observations that higher T-cell infiltration is associated with better overall survival and that genetically predicted immune evasion is not common supports the rationale for immunotherapy. These findings should inform personalised surveillance and treatment strategies for ccRCC patients.
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Affiliation(s)
- Richard Culliford
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Samuel E D Lawrence
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Charlie Mills
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Zayd Tippu
- Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, UK
- Melanoma and Kidney Cancer Team, The Institute of Cancer Research, London, UK
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK
| | - Daniel Chubb
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Alex J Cornish
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Lisa Browning
- Department of Cellular Pathology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Ben Kinnersley
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- Department of Oncology, University College London Cancer Institute, London, UK
| | - Robert Bentham
- Department of Oncology, University College London Cancer Institute, London, UK
| | - Amit Sud
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Husayn Pallikonda
- Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, UK
- Melanoma and Kidney Cancer Team, The Institute of Cancer Research, London, UK
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK
| | - Anna Frangou
- Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
- Algebraic Systems Biology, Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
- Algebraic Systems Biology, Centre for Systems Biology Dresden, Dresden, Germany
| | - Andreas J Gruber
- Department of Biology, University of Konstanz, Konstanz, Germany
| | - Kevin Litchfield
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - David Wedge
- Manchester Cancer Research Centre, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester, UK
| | - James Larkin
- Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, UK
- Melanoma and Kidney Cancer Team, The Institute of Cancer Research, London, UK
| | - Samra Turajlic
- Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, UK
- Melanoma and Kidney Cancer Team, The Institute of Cancer Research, London, UK
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK
| | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK.
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Park S, Park S, Kim TM, Kim S, Koh J, Lim J, Yi K, Yi B, Ju YS, Kim M, Keam B, Kim JS, Jeon YK, Kim DW, Kim YT, Heo DS. Resistance mechanisms of EGFR tyrosine kinase inhibitors, in EGFR exon 20 insertion-mutant lung cancer. Eur J Cancer 2024; 208:114206. [PMID: 38981315 DOI: 10.1016/j.ejca.2024.114206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/24/2024] [Accepted: 06/28/2024] [Indexed: 07/11/2024]
Abstract
BACKGROUND Mobocertinib, an EGFR exon 20 insertion (Ex20ins)-specific tyrosine kinase inhibitor has been used for treatment of advanced/metastatic EGFR Ex20ins-mutant non-small cell lung cancer (NSCLC). However, resistance mechanisms to EGFR Ex20ins-specific inhibitors and the efficacy of subsequent amivantamab treatment is unknown. METHODS To investigate resistance mechanisms, tissue and cfDNA samples were collected before treatment initiation and upon development of resistance from NSCLC patients with EGFR Ex20ins mutations received mobocertinib, poziotinib, and amivantamab treatments. Genetic alterations were analyzed using whole-genome and targeted sequencing, and in vitro resistant cell lines were generated for validation. RESULTS EGFR amplification (n = 6, including 2 broad copy number gain) and EGFR secondary mutation (n = 3) were observed at the resistance of mobocertinib. One patient had both EGFR secondary mutation and high EGFR focal amplification. In vitro models harboring EGFR alterations were constructed to validate resistance mechanisms and identify overcoming strategies to resistance. Acquired EGFR-dependent alterations were found to mediate resistance to mobocertinib in patients and in vitro models. Furthermore, two of six patients who received sequential amivantamab followed by an EGFR tyrosine kinase inhibitor had MET amplification and showed partial response. CONCLUSIONS Our study revealed EGFR-dependent and -independent mechanisms of mobocertinib resistance in patients with advanced EGFR Ex20ins-mutant NSCLC.
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Affiliation(s)
- Siyeon Park
- Seoul National University Cancer Research Institute, Seoul, South Korea
| | - Seongyeol Park
- Inocras Inc., San Diego, CA, USA; Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
| | - Tae Min Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea.
| | - Soyeon Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Integrated Major in Innovative Medical Science, Seoul National University College of Medicine, Seoul, South Korea
| | - Jaemoon Koh
- Department of Pathology, Seoul National University College of Medicine, Seoul, South Korea
| | - Joonoh Lim
- Inocras Inc., San Diego, CA, USA; Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
| | - Kijong Yi
- Inocras Inc., San Diego, CA, USA; Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
| | - Boram Yi
- Inocras Inc., San Diego, CA, USA
| | - Young Seok Ju
- Inocras Inc., San Diego, CA, USA; Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
| | - Miso Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Bhumsuk Keam
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jung Sun Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Yoon Kyung Jeon
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Pathology, Seoul National University College of Medicine, Seoul, South Korea
| | - Dong-Wan Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Young Tae Kim
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, South Korea
| | - Dae Seog Heo
- Seoul National University Cancer Research Institute, Seoul, South Korea; Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
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He C, Liu F, Tao J, Wang Z, Liu J, Liu S, Xu X, Li L, Wang F, Yang X, Zhu H, Yang Z. A CAIX Dual-Targeting Small-Molecule Probe for Noninvasive Imaging of ccRCC. Mol Pharm 2024; 21:3383-3394. [PMID: 38831541 DOI: 10.1021/acs.molpharmaceut.4c00104] [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: 06/05/2024]
Abstract
Carbonic anhydrase IX (CAIX), a zinc metal transmembrane protein, is highly expressed in 95% of clear cell renal cell carcinomas (ccRCCs). A positron emission tomography (PET) probe designed to target CAIX in nuclear medicine imaging technology can achieve precise positioning, is noninvasive, and can be used to monitor CAIX expression in lesions in real time. In this study, we constructed a novel acetazolamide dual-targeted small-molecule probe [68Ga]Ga-LF-4, which targets CAIX by binding to a specific amino acid sequence. After attenuation correction, the radiolabeling yield reached 66.95 ± 0.57% (n = 5) after 15 min of reaction and the radiochemical purity reached 99% (n = 5). [68Ga]Ga-LF-4 has good in vitro and in vivo stability, and in vivo safety and high affinity for CAIX, with a Kd value of 6.62 nM. Moreover, [68Ga]Ga-LF-4 could be quickly cleared from the blood in vivo. The biodistribution study revealed that the [68Ga]Ga-LF-4 signal was concentrated in the heart, lung, and kidney after administration, which was the same as that observed in the micro-PET/CT study. In a ccRCC patient-derived xenograft (PDX) model, the signal significantly accumulated in the tumor after administration, where it was retained for up to 4 h. After competitive blockade with LF-4, uptake at the tumor site was significantly reduced. The SUVmax of the probe [68Ga]Ga-LF-4 at the ccRCC tumor site was three times greater than that in the PC3 group with low CAIX expression at 30 min (ccRCC vs PC3:1.86 ± 0.03 vs 0.62 ± 0.01, t = 48.2, P < 0.0001). These results indicate that [68Ga]Ga-LF-4 is a novel small-molecule probe that targets CAIX and can be used to image localized and metastatic ccRCC lesions.
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Affiliation(s)
- Chengxue He
- Medical College, Guizhou University, Guiyang 550025, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Futao Liu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jinping Tao
- Medical College, Guizhou University, Guiyang 550025, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Zilei Wang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jiayue Liu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Song Liu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xiaoxia Xu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Liqiang Li
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Feng Wang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xianteng Yang
- Medical College, Guizhou University, Guiyang 550025, China
- Department of Orthopedics, Guizhou Provincial People's Hospital,Anshun550002, China
| | - Hua Zhu
- Medical College, Guizhou University, Guiyang 550025, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Zhi Yang
- Medical College, Guizhou University, Guiyang 550025, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
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Maeda H, Kakiuchi N. Clonal expansion in normal tissues. Cancer Sci 2024; 115:2117-2124. [PMID: 38623936 PMCID: PMC11247609 DOI: 10.1111/cas.16183] [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: 02/07/2024] [Revised: 03/24/2024] [Accepted: 04/01/2024] [Indexed: 04/17/2024] Open
Abstract
Cancer originates from a single ancestral cell that acquires a driver mutation, which confers a growth or survival advantage, followed by the acquisition of additional driver mutations by descendant cells. Recently, it has become evident that somatic cell mutations accumulate in normal tissues with aging and exposure to environmental factors, such as alcohol, smoking, and UV rays, increases the mutation rate. Clones harboring driver mutations expand with age, leading to tissue remodeling. Lineage analysis of myeloproliferative neoplasms and der(1;16)-positive breast cancer revealed that driver mutations were acquired early in our lives and that the development of cancer takes decades, unveiling the previously unknown early process of cancer development. Evidence that clonal hematopoiesis affects various diseases, including nonneoplastic diseases, highlights the potential role of the identification and functional analysis of mutated clones in unraveling unknown pathologies. In this review, we summarize the recent updates on clonal expansion in normal tissues and the natural history of cancer revealed through lineage analysis of noncancerous and cancerous tissues.
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Affiliation(s)
- Hirona Maeda
- Department of Pathology and Tumor Biology, Graduate School of MedicineKyoto UniversityKyotoJapan
- Department of Diagnostic PathologyKyoto University HospitalKyotoJapan
| | - Nobuyuki Kakiuchi
- Department of Pathology and Tumor Biology, Graduate School of MedicineKyoto UniversityKyotoJapan
- The Hakubi Center for Advanced ResearchKyoto UniversityKyotoJapan
- Department of Gastroenterology and Hepatology, Graduate School of MedicineKyoto UniversityKyotoJapan
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5
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Kinnersley B, Sud A, Everall A, Cornish AJ, Chubb D, Culliford R, Gruber AJ, Lärkeryd A, Mitsopoulos C, Wedge D, Houlston R. Analysis of 10,478 cancer genomes identifies candidate driver genes and opportunities for precision oncology. Nat Genet 2024:10.1038/s41588-024-01785-9. [PMID: 38890488 DOI: 10.1038/s41588-024-01785-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 05/01/2024] [Indexed: 06/20/2024]
Abstract
Tumor genomic profiling is increasingly seen as a prerequisite to guide the treatment of patients with cancer. To explore the value of whole-genome sequencing (WGS) in broadening the scope of cancers potentially amenable to a precision therapy, we analysed whole-genome sequencing data on 10,478 patients spanning 35 cancer types recruited to the UK 100,000 Genomes Project. We identified 330 candidate driver genes, including 74 that are new to any cancer. We estimate that approximately 55% of patients studied harbor at least one clinically relevant mutation, predicting either sensitivity or resistance to certain treatments or clinical trial eligibility. By performing computational chemogenomic analysis of cancer mutations we identify additional targets for compounds that represent attractive candidates for future clinical trials. This study represents one of the most comprehensive efforts thus far to identify cancer driver genes in the real world setting and assess their impact on informing precision oncology.
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Affiliation(s)
- Ben Kinnersley
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- University College London Cancer Institute, University College London, London, UK
| | - Amit Sud
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Centre for Immuno-Oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Andrew Everall
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Alex J Cornish
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Daniel Chubb
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Richard Culliford
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Andreas J Gruber
- Systems Biology & Biomedical Data Science Laboratory, University of Konstanz, Konstanz, Germany
| | - Adrian Lärkeryd
- Division of Molecular Pathology, The Institute of Cancer Research, London, UK
| | - Costas Mitsopoulos
- Division of Cancer Therapeutics, The Institute of Cancer Research, London, UK
| | - David Wedge
- Manchester Cancer Research Centre, University of Manchester, Manchester, UK
| | - Richard Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK.
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Gao R, Pang J, Lin P, Wen R, Wen D, Liang Y, Ma Z, Liang L, He Y, Yang H. Identification of clear cell renal cell carcinoma subtypes by integrating radiomics and transcriptomics. Heliyon 2024; 10:e31816. [PMID: 38841440 PMCID: PMC11152948 DOI: 10.1016/j.heliyon.2024.e31816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 06/07/2024] Open
Abstract
Objective This study aimed to delineate the clear cell renal cell carcinoma (ccRCC) intrinsic subtypes through unsupervised clustering of radiomics and transcriptomics data and to evaluate their associations with clinicopathological features, prognosis, and molecular characteristics. Methods Using a retrospective dual-center approach, we gathered transcriptomic and clinical data from ccRCC patients registered in The Cancer Genome Atlas and contrast-enhanced computed tomography images from The Cancer Imaging Archive and local databases. Following the segmentation of images, radiomics feature extraction, and feature preprocessing, we performed unsupervised clustering based on the "CancerSubtypes" package to identify distinct radiotranscriptomic subtypes, which were then correlated with clinical-pathological, prognostic, immune, and molecular characteristics. Results Clustering identified three subtypes, C1, C2, and C3, each of which displayed unique clinicopathological, prognostic, immune, and molecular distinctions. Notably, subtypes C1 and C3 were associated with poorer survival outcomes than subtype C2. Pathway analysis highlighted immune pathway activation in C1 and metabolic pathway prominence in C2. Gene mutation analysis identified VHL and PBRM1 as the most commonly mutated genes, with more mutated genes observed in the C3 subtype. Despite similar tumor mutation burdens, microsatellite instability, and RNA interference across subtypes, C1 and C3 demonstrated greater tumor immune dysfunction and rejection. In the validation cohort, the various subtypes showed comparable results in terms of clinicopathological features and prognosis to those observed in the training cohort, thus confirming the efficacy of our algorithm. Conclusion Unsupervised clustering based on radiotranscriptomics can identify the intrinsic subtypes of ccRCC, and radiotranscriptomic subtypes can characterize the prognosis and molecular features of tumors, enabling noninvasive tumor risk stratification.
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Affiliation(s)
- Ruizhi Gao
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Jinshu Pang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Peng Lin
- Department of Medical Ultrasound, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, PR China
| | - Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Dongyue Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Yiqiong Liang
- Department of Radiology, The International Zhuang Medical Affiliated Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Zhen Ma
- Department of Medical Ultrasound, The International Zhuang Medical Affiliated Hospital of Guangxi University of Chinese Medicine, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Li Liang
- Department of Medical Ultrasound, Liuzhou People's Hospital, No. 8 Wenchang Road, Liuzhou, Guangxi Zhuang Autonomous Region, PR China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, PR China
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7
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Seth S, Chen R, Liu Y, Fujimoto J, Hong L, Reuben A, Varghese S, Behrens C, McDowell T, Soto LS, Haymaker C, Weissferdt A, Kalhor N, Wu J, Le X, Vokes NI, Cheng C, Heymach JV, Gibbons DL, Futreal PA, Wistuba II, Kadara H, Zhang J, Moran C, Zhang J. Integrative genomic and transcriptomic profiling of pulmonary sarcomatoid carcinoma identifies molecular subtypes associated with distinct immune features and clinical outcomes. CANCER INNOVATION 2024; 3:e112. [PMID: 38947760 PMCID: PMC11212327 DOI: 10.1002/cai2.112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 12/25/2023] [Accepted: 01/05/2024] [Indexed: 07/02/2024]
Abstract
Background Pulmonary sarcomatoid carcinoma (PSC) is a rare and aggressive subtype of non-small cell lung cancer (NSCLC), characterized by the presence of epithelial and sarcoma-like components. The molecular and immune landscape of PSC has not been well defined. Methods Multiomics profiling of 21 pairs of PSCs with matched normal lung tissues was performed through targeted high-depth DNA panel, whole-exome, and RNA sequencing. We describe molecular and immune features that define subgroups of PSC with disparate genomic and immunogenic features as well as distinct clinical outcomes. Results In total, 27 canonical cancer gene mutations were identified, with TP53 the most frequently mutated gene, followed by KRAS. Interestingly, most TP53 and KRAS mutations were earlier genomic events mapped to the trunks of the tumors, suggesting branching evolution in most PSC tumors. We identified two distinct molecular subtypes of PSC, driven primarily by immune infiltration and signaling. The Immune High (IM-H) subtype was associated with superior survival, highlighting the impact of immune infiltration on the biological and clinical features of localized PSCs. Conclusions We provided detailed insight into the mutational landscape of PSC and identified two molecular subtypes associated with prognosis. IM-H tumors were associated with favorable recurrence-free survival and overall survival, highlighting the importance of tumor immune infiltration in the biological and clinical features of PSCs.
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Affiliation(s)
- Sahil Seth
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- TRACTIONThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Graduate School of Biomedical SciencesThe University of Texas MD Anderson and the University of Texas Health Science CenterHoustonTexasUSA
| | - Runzhe Chen
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Yang Liu
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Junya Fujimoto
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Lingzhi Hong
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Susan Varghese
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Tina McDowell
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of EpidemiologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Luisa Solis Soto
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Cara Haymaker
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Annikka Weissferdt
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Neda Kalhor
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jia Wu
- Department of Imaging PhysicsThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Natalie I Vokes
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Chao Cheng
- Department of MedicineBaylor College of MedicineHoustonTexasUSA
| | - John V. Heymach
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Don L. Gibbons
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - P. Andrew Futreal
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Ignacio I. Wistuba
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Humam Kadara
- Department of Translational Molecular PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jianhua Zhang
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Cesar Moran
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jianjun Zhang
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Thoracic/Head and Neck Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
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8
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Le LNH, Munir J, Kim EB, Ryu S. Kidney Cancer and Potential Use of Urinary Extracellular Vesicles. Oncol Rev 2024; 18:1410450. [PMID: 38846051 PMCID: PMC11153667 DOI: 10.3389/or.2024.1410450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 05/08/2024] [Indexed: 06/09/2024] Open
Abstract
Kidney cancer is the 14th most common cancer globally. The 5-year relative survival rate of kidney cancer at a localized stage is 92.9% and it declines to 17.4% in metastatic stage. Currently, the most accurate method of its diagnosis is tissue biopsy. However, the invasive and costly nature of biopsies makes it undesirable in many patients. Therefore, novel biomarkers for diagnosis and prognosis should be explored. Urinary extracellular vesicles (uEVs) are small vesicles (50-200 nm) in urine carrying nucleic acids, proteins and lipids as their cargos. These uEVs' cargos can provide non-invasive alternative to monitor kidney health. In this review, we have summarized recent studies investigating potential use of uEVs' cargos as biomarkers in kidney cancer for diagnosis, prognosis and therapeutic intervention.
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Affiliation(s)
- Linh Nguy-Hoang Le
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan, Republic of Korea
- Soonchunhyang Institute of Med-Bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Javaria Munir
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Eun-Bit Kim
- Soonchunhyang Institute of Med-Bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Seongho Ryu
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan, Republic of Korea
- Soonchunhyang Institute of Med-Bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
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9
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Li GX, Chen L, Hsiao Y, Mannan R, Zhang Y, Luo J, Petralia F, Cho H, Hosseini N, Leprevost FDV, Calinawan A, Li Y, Anand S, Dagar A, Geffen Y, Kumar-Sinha C, Chugh S, Le A, Ponce S, Guo S, Zhang C, Schnaubelt M, Al Deen NN, Chen F, Caravan W, Houston A, Hopkins A, Newton CJ, Wang X, Polasky DA, Haynes S, Yu F, Jing X, Chen S, Robles AI, Mesri M, Thiagarajan M, An E, Getz GA, Linehan WM, Hostetter G, Jewell SD, Chan DW, Wang P, Omenn GS, Mehra R, Ricketts CJ, Ding L, Chinnaiyan AM, Cieslik MP, Dhanasekaran SM, Zhang H, Nesvizhskii AI. Comprehensive proteogenomic characterization of rare kidney tumors. Cell Rep Med 2024; 5:101547. [PMID: 38703764 PMCID: PMC11148773 DOI: 10.1016/j.xcrm.2024.101547] [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: 03/20/2023] [Revised: 09/29/2023] [Accepted: 04/10/2024] [Indexed: 05/06/2024]
Abstract
Non-clear cell renal cell carcinomas (non-ccRCCs) encompass diverse malignant and benign tumors. Refinement of differential diagnosis biomarkers, markers for early prognosis of aggressive disease, and therapeutic targets to complement immunotherapy are current clinical needs. Multi-omics analyses of 48 non-ccRCCs compared with 103 ccRCCs reveal proteogenomic, phosphorylation, glycosylation, and metabolic aberrations in RCC subtypes. RCCs with high genome instability display overexpression of IGF2BP3 and PYCR1. Integration of single-cell and bulk transcriptome data predicts diverse cell-of-origin and clarifies RCC subtype-specific proteogenomic signatures. Expression of biomarkers MAPRE3, ADGRF5, and GPNMB differentiates renal oncocytoma from chromophobe RCC, and PIGR and SOSTDC1 distinguish papillary RCC from MTSCC. This study expands our knowledge of proteogenomic signatures, biomarkers, and potential therapeutic targets in non-ccRCC.
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Affiliation(s)
- Ginny Xiaohe Li
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Lijun Chen
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Yi Hsiao
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Rahul Mannan
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Yuping Zhang
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Jie Luo
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Francesca Petralia
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Hanbyul Cho
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Noshad Hosseini
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Anna Calinawan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yize Li
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Shankara Anand
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Aniket Dagar
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Yifat Geffen
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA; Cancer Center and Department of Pathology, Massachusetts General Hospital, Boston, MA 02115, USA
| | - Chandan Kumar-Sinha
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Seema Chugh
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Anne Le
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD 21218, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Sean Ponce
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD 21218, USA
| | - Shenghao Guo
- Department of Biomedical Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD 21218, USA
| | - Cissy Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Michael Schnaubelt
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Nataly Naser Al Deen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Feng Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Wagma Caravan
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Andrew Houston
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Alex Hopkins
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Xiaoming Wang
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Daniel A Polasky
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sarah Haynes
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Fengchao Yu
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Xiaojun Jing
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Siqi Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Ana I Robles
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Rockville, MD 20850, USA
| | - Mehdi Mesri
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Rockville, MD 20850, USA
| | | | - Eunkyung An
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Rockville, MD 20850, USA
| | - Gad A Getz
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - W Marston Linehan
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | | | - Scott D Jewell
- Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Daniel W Chan
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Pei Wang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Gilbert S Omenn
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Internal Medicine, Human Genetics, and School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Rohit Mehra
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Christopher J Ricketts
- Urologic Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Li Ding
- Department of Medicine, Washington University in St. Louis, St. Louis, MO 63110, USA; McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO 63108, USA; Department of Genetics, Washington University in St. Louis, St. Louis, MO 63130, USA; Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Arul M Chinnaiyan
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA; Department of Urology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Marcin P Cieslik
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Saravana M Dhanasekaran
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Chemical and Biomolecular Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD 21218, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
| | - Alexey I Nesvizhskii
- Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Michigan Center for Translational Pathology, Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA.
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10
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Ali HR, West RB. Spatial Biology of Breast Cancer. Cold Spring Harb Perspect Med 2024; 14:a041335. [PMID: 38110242 PMCID: PMC11065165 DOI: 10.1101/cshperspect.a041335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Spatial findings have shaped on our understanding of breast cancer. In this review, we discuss how spatial methods, including spatial transcriptomics and proteomics and the resultant understanding of spatial relationships, have contributed to concepts regarding cancer progression and treatment. In addition to discussing traditional approaches, we examine how emerging multiplex imaging technologies have contributed to the field and how they might influence future research.
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Affiliation(s)
- H Raza Ali
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge CB2 0RE, United Kingdom
| | - Robert B West
- Department of Pathology, Stanford University Medical Center, Stanford, California 94305, USA
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11
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Zhou L, Yin M, Guo F, Yu Z, Weng G, Long H. Low ACADM expression predicts poor prognosis and suppressive tumor microenvironment in clear cell renal cell carcinoma. Sci Rep 2024; 14:9533. [PMID: 38664460 PMCID: PMC11045743 DOI: 10.1038/s41598-024-59746-5] [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: 04/17/2023] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) represents a highly frequent renal cancer subtype. However, medium-chain acyl-CoA dehydrogenase (ACADM) encodes an important enzyme responsible for fatty acid β-oxidation (FAO) and its association with prognosis and immunity in cancers has rarely been reported. Therefore, the present work focused on exploring ACADM's expression and role among ccRCC cases. We used multiple public databases and showed the hypo levels of ACADM protein and mRNA within ccRCC. Additionally, we found that ACADM down-regulation showed a remarkable relation to the advanced stage, high histological grade, as well as dismal prognostic outcome. As suggested by Kaplan-Meier curve analysis, cases showing low ACADM levels displayed shorter overall survival (OS) as well as disease-free survival (DFS). Moreover, according to univariate/multivariate Cox regression, ACADM-mRNA independently predicted the prognosis of ccRCC. In addition, this work conducted immunohistochemistry for validating ACADM protein expression and its prognostic role in ccRCC samples. KEGG and GO analyses revealed significantly enriched genes related to ACADM expression during fatty acid metabolism. The low-ACADM group with more regulatory T-cell infiltration showed higher expression of immune negative regulation genes and higher TIDE scores, which might contribute to poor response to immunotherapies. In conclusion, our results confirmed that downregulated ACADM predicted a poor prognosis for ccRCC and a poor response to immunotherapy. Our results provide important data for developing immunotherapy for ccRCC.
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Affiliation(s)
- Libin Zhou
- Department of Urology, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Departments of Urology, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Min Yin
- Department of Urology, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Departments of Urology, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China
| | - Fei Guo
- Ningbo Institute for Medicine and Biomedical Engineering Combined Innovation, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
| | - Zefeng Yu
- School of Information Engineering, Nanchang University, Nanchang, China
| | - Guobin Weng
- Department of Urology, Ningbo Yinzhou No.2 Hospital, Ningbo, China.
| | - Huimin Long
- Department of Urology, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China.
- Departments of Urology, Ningbo Medical Center Lihuili Hospital, Ningbo, Zhejiang, China.
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12
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Payne KFB, Brotherwood P, Suriyanarayanan H, Brooks JM, Batis N, Beggs AD, Gendoo DMA, Mehanna H, Nankivell P. Circulating tumour DNA detects somatic variants contributing to spatial and temporal intra-tumoural heterogeneity in head and neck squamous cell carcinoma. Front Oncol 2024; 14:1374816. [PMID: 38846976 PMCID: PMC11154907 DOI: 10.3389/fonc.2024.1374816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/09/2024] [Indexed: 06/09/2024] Open
Abstract
Background As circulating tumour DNA (ctDNA) liquid biopsy analysis is increasingly incorporated into modern oncological practice, establishing the impact of genomic intra-tumoural heterogeneity (ITH) upon data output is paramount. Despite advances in other cancer types the evidence base in head and neck squamous cell carcinoma (HNSCC) remains poor. We sought to investigate the utility of ctDNA to detect ITH in HNSCC. Methods In a pilot cohort of 9 treatment-naïve HNSCC patients, DNA from two intra-tumoural sites (core and margin) was whole-exome sequenced. A 9-gene panel was designed to perform targeted sequencing on pre-treatment plasma cell-free DNA and selected post-treatment samples. Results Rates of genomic ITH among the 9 patients was high. COSMIC variants from 19 TCGA HNSCC genes demonstrated an 86.9% heterogeneity rate (present in one tumour sub-site only). Across all patients, cell-free DNA (ctDNA) identified 12.9% (range 7.5-19.8%) of tumour-specific variants, of which 55.6% were specific to a single tumour sub-site only. CtDNA identified 79.0% (range: 55.6-90.9%) of high-frequency variants (tumour VAF>5%). Analysis of ctDNA in serial post-treatment blood samples in patients who suffered recurrence demonstrated dynamic changes in both tumour-specific and acquired variants that predicted recurrence ahead of clinical detection. Conclusion We demonstrate that a ctDNA liquid biopsy identified spatial genomic ITH in HNSCC and reliably detected high-frequency driver mutations. Serial sampling allowed post-treatment surveillance and early identification of treatment failure.
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Affiliation(s)
- Karl F. B. Payne
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Peter Brotherwood
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Harini Suriyanarayanan
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Jill M. Brooks
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Nikolaos Batis
- School of Biomedical Sciences, Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Andrew D. Beggs
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Deena M. A. Gendoo
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
- Institute for Interdisciplinary Data Science and AI, University of Birmingham, Birmingham, United Kingdom
| | - Hisham Mehanna
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Paul Nankivell
- Institute of Head and Neck Studies and Education, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
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13
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Wolf MM, Madden MZ, Arner EN, Bader JE, Ye X, Vlach L, Tigue ML, Landis MD, Jonker PB, Hatem Z, Steiner KK, Gaines DK, Reinfeld BI, Hathaway ES, Xin F, Tantawy MN, Haake SM, Jonasch E, Muir A, Weiss VL, Beckermann KE, Rathmell WK, Rathmell JC. VHL loss reprograms the immune landscape to promote an inflammatory myeloid microenvironment in renal tumorigenesis. J Clin Invest 2024; 134:e173934. [PMID: 38618956 PMCID: PMC11014672 DOI: 10.1172/jci173934] [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: 02/24/2024] [Indexed: 04/16/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is characterized by dysregulated hypoxia signaling and a tumor microenvironment (TME) highly enriched in myeloid and lymphoid cells. Loss of the von Hippel Lindau (VHL) gene is a critical early event in ccRCC pathogenesis and promotes stabilization of HIF. Whether VHL loss in cancer cells affects immune cells in the TME remains unclear. Using Vhl WT and Vhl-KO in vivo murine kidney cancer Renca models, we found that Vhl-KO tumors were more infiltrated by immune cells. Tumor-associated macrophages (TAMs) from Vhl-deficient tumors demonstrated enhanced in vivo glucose consumption, phagocytosis, and inflammatory transcriptional signatures, whereas lymphocytes from Vhl-KO tumors showed reduced activation and a lower response to anti-programmed cell death 1 (anti-PD-1) therapy in vivo. The chemokine CX3CL1 was highly expressed in human ccRCC tumors and was associated with Vhl deficiency. Deletion of Cx3cl1 in cancer cells decreased myeloid cell infiltration associated with Vhl loss to provide a mechanism by which Vhl loss may have contributed to the altered immune landscape. Here, we identify cancer cell-specific genetic features that drove environmental reprogramming and shaped the tumor immune landscape, with therapeutic implications for the treatment of ccRCC.
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Affiliation(s)
- Melissa M. Wolf
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Graduate Program in Cancer Biology and
| | - Matthew Z. Madden
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Medical Scientist Training Program, Vanderbilt University, Nashville, Tennessee, USA
| | - Emily N. Arner
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
| | - Jackie E. Bader
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
| | - Xiang Ye
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
| | - Logan Vlach
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Graduate Program in Cancer Biology and
| | - Megan L. Tigue
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Graduate Program in Cancer Biology and
- Medical Scientist Training Program, Vanderbilt University, Nashville, Tennessee, USA
| | | | - Patrick B. Jonker
- Ben May Department for Cancer Research, University of Chicago, Chicago, Illinois, USA
| | - Zaid Hatem
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
| | - KayLee K. Steiner
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Graduate Program in Cancer Biology and
| | - Dakim K. Gaines
- Department of Radiation Oncology
- Vanderbilt-Ingram Cancer Center
| | - Bradley I. Reinfeld
- Graduate Program in Cancer Biology and
- Medical Scientist Training Program, Vanderbilt University, Nashville, Tennessee, USA
- Department of Medicine, VUMC, Nashville, Tennessee, USA
| | - Emma S. Hathaway
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Graduate Program in Cancer Biology and
| | - Fuxue Xin
- Department of Radiology and Radiological Sciences, and
- Vanderbilt University Institute of Imaging Science, VUMC, Nashville, Tennessee, USA
| | - M. Noor Tantawy
- Department of Radiology and Radiological Sciences, and
- Vanderbilt University Institute of Imaging Science, VUMC, Nashville, Tennessee, USA
| | - Scott M. Haake
- Department of Medicine, VUMC, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center
| | - Eric Jonasch
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Alexander Muir
- Ben May Department for Cancer Research, University of Chicago, Chicago, Illinois, USA
| | - Vivian L. Weiss
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Vanderbilt-Ingram Cancer Center
| | - Kathryn E. Beckermann
- Department of Medicine, VUMC, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center
| | - W. Kimryn Rathmell
- Department of Medicine, VUMC, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center
- Vanderbilt Center for Immunobiology, VUMC, Nashville, Tennessee, USA
| | - Jeffrey C. Rathmell
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville (VUMC), Tennessee, USA
- Vanderbilt-Ingram Cancer Center
- Vanderbilt Center for Immunobiology, VUMC, Nashville, Tennessee, USA
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14
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Le LNH, Choi C, Han JA, Kim EB, Trinh VN, Kim YJ, Ryu S. Apolipoprotein L1 is a tumor suppressor in clear cell renal cell carcinoma metastasis. Front Oncol 2024; 14:1371934. [PMID: 38680858 PMCID: PMC11045967 DOI: 10.3389/fonc.2024.1371934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/29/2024] [Indexed: 05/01/2024] Open
Abstract
The 5-year survival rate of kidney cancer drops dramatically from 93% to 15% when it is metastatic. Metastasis constitutes for 30% of kidney cancer cases, in which clear cell renal cell carcinoma (ccRCC) is the most prominent subtype. By sequencing mRNA of ccRCC patient samples, we found that apolipoprotein L1 (APOL1) was highly expressed in tumors compared to their adjacent normal tissues. This gene has been previously identified in a large body of kidney disease research and was reported as a potential prognosis marker in many types of cancers. However, the molecular function of APOL1 in ccRCC, especially in metastasis, remained unknown. In this study, we modulated the expression of APOL1 in various renal cancer cell lines and analyzed their proliferative, migratory, and invasive properties. Strikingly, APOL1 overexpression suppressed ccRCC metastasis both in vitro and in vivo. We then explored the mechanism by which APOL1 alleviated ccRCC malignant progression by investigating its downstream pathways. APOL1 overexpression diminished the activity of focal adhesive molecules, Akt signaling pathways, and EMT processes. Furthermore, in the upstream, we discovered that miR-30a-3p could inhibit APOL1 expression. In conclusion, our study revealed that APOL1 play a role as a tumor suppressor in ccRCC and inhibit metastasis, which may provide novel potential therapeutic approaches for ccRCC patients.
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Affiliation(s)
- Linh Nguy-Hoang Le
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan, Republic of Korea
| | - Cheolwon Choi
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Jae-A. Han
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Eun-Bit Kim
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Van Ngu Trinh
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
| | - Yong-June Kim
- Department of Urology, Chungbuk National University Hospital, Cheongju, Republic of Korea
- Department of Urology, Chungbuk National University College of Medicine, Cheongju, Republic of Korea
| | - Seongho Ryu
- Soonchunhyang Institute of Medi-bio Science (SIMS), Soonchunhyang University, Cheonan, Republic of Korea
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan, Republic of Korea
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15
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Yuan S, Almagro J, Fuchs E. Beyond genetics: driving cancer with the tumour microenvironment behind the wheel. Nat Rev Cancer 2024; 24:274-286. [PMID: 38347101 PMCID: PMC11077468 DOI: 10.1038/s41568-023-00660-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/18/2023] [Indexed: 02/17/2024]
Abstract
Cancer has long been viewed as a genetic disease of cumulative mutations. This notion is fuelled by studies showing that ageing tissues are often riddled with clones of complex oncogenic backgrounds coexisting in seeming harmony with their normal tissue counterparts. Equally puzzling, however, is how cancer cells harbouring high mutational burden contribute to normal, tumour-free mice when allowed to develop within the confines of healthy embryos. Conversely, recent evidence suggests that adult tissue cells expressing only one or a few oncogenes can, in some contexts, generate tumours exhibiting many of the features of a malignant, invasive cancer. These disparate observations are difficult to reconcile without invoking environmental cues triggering epigenetic changes that can either dampen or drive malignant transformation. In this Review, we focus on how certain oncogenes can launch a two-way dialogue of miscommunication between a stem cell and its environment that can rewire downstream events non-genetically and skew the morphogenetic course of the tissue. We review the cells and molecules of and the physical forces acting in the resulting tumour microenvironments that can profoundly affect the behaviours of transformed cells. Finally, we discuss possible explanations for the remarkable diversity in the relative importance of mutational burden versus tumour microenvironment and its clinical relevance.
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Affiliation(s)
- Shaopeng Yuan
- Robin Chemers Neustein Laboratory of Mammalian Cell Biology and Development, The Rockefeller University, New York, NY, USA
| | - Jorge Almagro
- Robin Chemers Neustein Laboratory of Mammalian Cell Biology and Development, The Rockefeller University, New York, NY, USA
| | - Elaine Fuchs
- Robin Chemers Neustein Laboratory of Mammalian Cell Biology and Development, The Rockefeller University, New York, NY, USA.
- Howard Hughes Medical Institute, New York, NY, USA.
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16
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Bursch KL, Goetz CJ, Jiao G, Nuñez R, Olp MD, Dhiman A, Khurana M, Zimmermann MT, Urrutia RA, Dykhuizen EC, Smith BC. Cancer-associated polybromo-1 bromodomain 4 missense variants variably impact bromodomain ligand binding and cell growth suppression. J Biol Chem 2024; 300:107146. [PMID: 38460939 PMCID: PMC11002309 DOI: 10.1016/j.jbc.2024.107146] [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: 07/17/2023] [Revised: 02/12/2024] [Accepted: 02/29/2024] [Indexed: 03/11/2024] Open
Abstract
The polybromo, brahma-related gene 1-associated factors (PBAF) chromatin remodeling complex subunit polybromo-1 (PBRM1) contains six bromodomains that recognize and bind acetylated lysine residues on histone tails and other nuclear proteins. PBRM1 bromodomains thus provide a link between epigenetic posttranslational modifications and PBAF modulation of chromatin accessibility and transcription. As a putative tumor suppressor in several cancers, PBRM1 protein expression is often abrogated by truncations and deletions. However, ∼33% of PBRM1 mutations in cancer are missense and cluster within its bromodomains. Such mutations may generate full-length PBRM1 variant proteins with undetermined structural and functional characteristics. Here, we employed computational, biophysical, and cellular assays to interrogate the effects of PBRM1 bromodomain missense variants on bromodomain stability and function. Since mutations in the fourth bromodomain of PBRM1 (PBRM1-BD4) comprise nearly 20% of all cancer-associated PBRM1 missense mutations, we focused our analysis on PBRM1-BD4 missense protein variants. Selecting 16 potentially deleterious PBRM1-BD4 missense protein variants for further study based on high residue mutational frequency and/or conservation, we show that cancer-associated PBRM1-BD4 missense variants exhibit varied bromodomain stability and ability to bind acetylated histones. Our results demonstrate the effectiveness of identifying the unique impacts of individual PBRM1-BD4 missense variants on protein structure and function, based on affected residue location within the bromodomain. This knowledge provides a foundation for drawing correlations between specific cancer-associated PBRM1 missense variants and distinct alterations in PBRM1 function, informing future cancer personalized medicine approaches.
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Affiliation(s)
- Karina L Bursch
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Christopher J Goetz
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Guanming Jiao
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Raymundo Nuñez
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Michael D Olp
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Alisha Dhiman
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Mallika Khurana
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Michael T Zimmermann
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Clinical and Translational Sciences Institute, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Raul A Urrutia
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Department of Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Emily C Dykhuizen
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana, USA
| | - Brian C Smith
- Department of Biochemistry, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Structural Genomics Unit, Linda T. and John A. Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Program in Chemical Biology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.
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17
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Imodoye SO, Adedokun KA, Bello IO. From complexity to clarity: unravelling tumor heterogeneity through the lens of tumor microenvironment for innovative cancer therapy. Histochem Cell Biol 2024; 161:299-323. [PMID: 38189822 DOI: 10.1007/s00418-023-02258-6] [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] [Accepted: 12/06/2023] [Indexed: 01/09/2024]
Abstract
Despite the tremendous clinical successes recorded in the landscape of cancer therapy, tumor heterogeneity remains a formidable challenge to successful cancer treatment. In recent years, the emergence of high-throughput technologies has advanced our understanding of the variables influencing tumor heterogeneity beyond intrinsic tumor characteristics. Emerging knowledge shows that drivers of tumor heterogeneity are not only intrinsic to cancer cells but can also emanate from their microenvironment, which significantly favors tumor progression and impairs therapeutic response. Although much has been explored to understand the fundamentals of the influence of innate tumor factors on cancer diversity, the roles of the tumor microenvironment (TME) are often undervalued. It is therefore imperative that a clear understanding of the interactions between the TME and other tumor intrinsic factors underlying the plastic molecular behaviors of cancers be identified to develop patient-specific treatment strategies. This review highlights the roles of the TME as an emerging factor in tumor heterogeneity. More particularly, we discuss the role of the TME in the context of tumor heterogeneity and explore the cutting-edge diagnostic and therapeutic approaches that could be used to resolve this recurring clinical conundrum. We conclude by speculating on exciting research questions that can advance our understanding of tumor heterogeneity with the goal of developing customized therapeutic solutions.
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Affiliation(s)
- Sikiru O Imodoye
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.
| | - Kamoru A Adedokun
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14263, USA
| | - Ibrahim O Bello
- Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia.
- Department of Pathology, University of Helsinki, Haartmaninkatu 3, 00014, Helsinki, Finland.
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18
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Montemagno C, Jacquel A, Pandiani C, Rastoin O, Dawaliby R, Schmitt T, Bourgoin M, Palenzuela H, Rossi AL, Ambrosetti D, Durivault J, Luciano F, Borchiellini D, Le Du J, Gonçalves LCP, Auberger P, Benhida R, Kinget L, Beuselinck B, Ronco C, Pagès G, Dufies M. Unveiling CXCR2 as a promising therapeutic target in renal cell carcinoma: exploring the immunotherapeutic paradigm shift through its inhibition by RCT001. J Exp Clin Cancer Res 2024; 43:86. [PMID: 38504270 PMCID: PMC10949812 DOI: 10.1186/s13046-024-02984-2] [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: 11/13/2023] [Accepted: 02/14/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND In clear cell renal cell carcinoma (ccRCC), first-line treatment combines nivolumab (anti-PD-1) and ipilimumab (anti-CTLA4), yielding long-term remissions but with only a 40% success rate. Our study explored the potential of enhancing ccRCC treatment by concurrently using CXCR2 inhibitors alongside immunotherapies. METHODS We analyzed ELR + CXCL levels and their correlation with patient survival during immunotherapy. RCT001, a unique CXCR2 inhibitor, was examined for its mechanism of action, particularly its effects on human primary macrophages. We tested the synergistic impact of RCT001 in combination with immunotherapies in both mouse models of ccRCC and human ccRCC in the presence of human PBMC. RESUTS Elevated ELR + CXCL cytokine levels were found to correlate with reduced overall survival during immunotherapy. RCT001, our optimized compound, acted as an inverse agonist, effectively inhibiting angiogenesis and reducing viability of primary ccRCC cells. It redirected M2-like macrophages without affecting M1-like macrophage polarization directed against the tumor. In mouse models, RCT001 enhanced the efficacy of anti-CTLA4 + anti-PD1 by inhibiting tumor-associated M2 macrophages and tumor-associated neutrophils. It also impacted the activation of CD4 T lymphocytes, reducing immune-tolerant lymphocytes while increasing activated natural killer and dendritic cells. Similar effectiveness was observed in human RCC tumors when RCT001 was combined with anti-PD-1 treatment. CONCLUSIONS RCT001, by inhibiting CXCR2 through its unique mechanism, effectively suppresses ccRCC cell proliferation, angiogenesis, and M2 macrophage polarization. This optimization potentiates the efficacy of immunotherapy and holds promise for significantly improving the survival prospects of metastatic ccRCC patients.
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Affiliation(s)
| | | | - Charlotte Pandiani
- Institute for Research On Cancer and Aging (IRCAN), UMR 7284 and INSERM U1081, Université Côte d'Azur, CNRS, 33 Avenue de Valombrose, 06107, Nice, France
| | | | | | | | | | | | - Anne-Laure Rossi
- Institute for Research On Cancer and Aging (IRCAN), UMR 7284 and INSERM U1081, Université Côte d'Azur, CNRS, 33 Avenue de Valombrose, 06107, Nice, France
| | - Damien Ambrosetti
- Department of Pathology, Université Côte d'Azur, CHU Nice, Nice, France
| | - Jerome Durivault
- Biomedical Department, Centre Scientifique de Monaco (CSM), 98000, Monaco, Monaco
| | - Frederic Luciano
- Institute for Research On Cancer and Aging (IRCAN), UMR 7284 and INSERM U1081, Université Côte d'Azur, CNRS, 33 Avenue de Valombrose, 06107, Nice, France
| | - Delphine Borchiellini
- Centre Antoine Lacassagne, Department of Medical Oncology, Université Côte d'Azur, Nice, France
| | | | | | | | - Rachid Benhida
- Roca Therapeutics, 06000, Nice, France
- Institut de Chimie de Nice, UMR 7272, Université Côte d'Azur, CNRS, 06108, Nice, France
| | - Lisa Kinget
- Department of General Medical Oncology, University Hospitals Leuven, 3000, Louvain, Belgium
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, 3000, Louvain, Belgium
| | - Benoit Beuselinck
- Department of General Medical Oncology, University Hospitals Leuven, 3000, Louvain, Belgium
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, 3000, Louvain, Belgium
| | - Cyril Ronco
- Roca Therapeutics, 06000, Nice, France
- Institut de Chimie de Nice, UMR 7272, Université Côte d'Azur, CNRS, 06108, Nice, France
- Institut Universitaire de France (IUF), Paris, France
| | - Gilles Pagès
- Institute for Research On Cancer and Aging (IRCAN), UMR 7284 and INSERM U1081, Université Côte d'Azur, CNRS, 33 Avenue de Valombrose, 06107, Nice, France.
- Roca Therapeutics, 06000, Nice, France.
| | - Maeva Dufies
- Institute for Research On Cancer and Aging (IRCAN), UMR 7284 and INSERM U1081, Université Côte d'Azur, CNRS, 33 Avenue de Valombrose, 06107, Nice, France.
- Roca Therapeutics, 06000, Nice, France.
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19
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Jia L, Cowell LG, Kapur P. Understanding Factors that Influence Prognosis and Response to Therapy in Clear Cell Renal Cell Carcinoma. Adv Anat Pathol 2024; 31:96-104. [PMID: 38179997 DOI: 10.1097/pap.0000000000000428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
In this review, we highlight and contextualize emerging morphologic prognostic and predictive factors in renal cell carcinoma. We focus on clear cell renal cell carcinoma (ccRCC), the most common histologic subtype. Our understanding of the molecular characterization of ccRCC has dramatically improved in the last decade. Herein, we highlight how these discoveries have laid the foundation for new approaches to prognosis and therapeutic decision-making for patients with ccRCC. We explore the clinical relevance of common mutations, established gene expression signatures, intratumoral heterogeneity, sarcomatoid/rhabdoid morphology and PD-L1 expression, and discuss their impact on predicting response to therapy.
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Affiliation(s)
| | - Lindsay G Cowell
- Peter O'Donnell School of Public Health
- Kidney Cancer Program at Simmons Comprehensive Cancer Center, Dallas, TX
| | - Payal Kapur
- Department of Pathology
- Department of Urology, University of Texas Southwestern Medical Center
- Kidney Cancer Program at Simmons Comprehensive Cancer Center, Dallas, TX
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20
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Blanco-Heredia J, Souza CA, Trincado JL, Gonzalez-Cao M, Gonçalves-Ribeiro S, Gil SR, Pravdyvets D, Cedeño S, Callari M, Marra A, Gazzo AM, Weigelt B, Pareja F, Vougiouklakis T, Jungbluth AA, Rosell R, Brander C, Tresserra F, Reis-Filho JS, Tiezzi DG, de la Iglesia N, Heyn H, De Mattos-Arruda L. Converging and evolving immuno-genomic routes toward immune escape in breast cancer. Nat Commun 2024; 15:1302. [PMID: 38383522 PMCID: PMC10882008 DOI: 10.1038/s41467-024-45292-1] [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: 08/21/2023] [Accepted: 01/19/2024] [Indexed: 02/23/2024] Open
Abstract
The interactions between tumor and immune cells along the course of breast cancer progression remain largely unknown. Here, we extensively characterize multiple sequential and parallel multiregion tumor and blood specimens of an index patient and a cohort of metastatic triple-negative breast cancers. We demonstrate that a continuous increase in tumor genomic heterogeneity and distinct molecular clocks correlated with resistance to treatment, eventually allowing tumors to escape from immune control. TCR repertoire loses diversity over time, leading to convergent evolution as breast cancer progresses. Although mixed populations of effector memory and cytotoxic single T cells coexist in the peripheral blood, defects in the antigen presentation machinery coupled with subdued T cell recruitment into metastases are observed, indicating a potent immune avoidance microenvironment not compatible with an effective antitumor response in lethal metastatic disease. Our results demonstrate that the immune responses against cancer are not static, but rather follow dynamic processes that match cancer genomic progression, illustrating the complex nature of tumor and immune cell interactions.
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Affiliation(s)
- Juan Blanco-Heredia
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carla Anjos Souza
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Juan L Trincado
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Josep Carreras Leukemia Research Institute, Barcelona, Spain
| | | | | | - Sara Ruiz Gil
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
| | | | - Samandhy Cedeño
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
| | - Maurizio Callari
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
| | - Antonio Marra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea M Gazzo
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Theodore Vougiouklakis
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Achim A Jungbluth
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rafael Rosell
- Dexeus Institute of Oncology, Quironsalud Group, Barcelona, Spain
| | - Christian Brander
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- ICREA, Passeig de Lluís Companys, 23, Barcelona, Spain
- Universitat de Vic-Universitat Central de Catalunya, Catalunya, Spain
| | | | - Jorge S Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel Guimarães Tiezzi
- Department of Gynecology and Obstetrics - Breast Disease Division and Laboratory for Translational Data Science, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, Brazil
- Advanced Research Center in Medicine (CEPAM), Union of the Colleges of the Great Lakes (UNILAGO), São José do Rio Preto, Brazil
| | | | - Holger Heyn
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Omniscope, Barcelona, Spain
| | - Leticia De Mattos-Arruda
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain.
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.
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21
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Takeda K, Bastacky S, Dhir R, Mohebnasab M, Quiroga-Garza GM. Morphological characteristics of SETD2-mutated locally advanced clear cell renal cell carcinoma: Comparison with BAP1-mutated clear cell renal cell carcinoma. Ann Diagn Pathol 2024; 68:152223. [PMID: 37976977 DOI: 10.1016/j.anndiagpath.2023.152223] [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: 09/02/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/19/2023]
Abstract
SET-domain containing 2 (SETD2) and BRCA1-associated protein 1 (BAP1), both chromatin remodeling genes, are frequently mutated in clear cell renal cell carcinoma (ccRCC) and involved in tumor progression and metastasis. Herein, we studied clinicopathologic features of 7 cases of locally advanced ccRCC with single SETD2 mutation, and compared to 7 cases of locally advanced ccRCC with single BAP1 mutation. SETD2-mutated ccRCC showed high-grade transformation, comprising of enlarged tumor cells with voluminous clear cytoplasm, enlarged irregular nuclei with prominent nucleoli, eosinophilic cytoplasmic granules, arranged in various architectural patterns such as large nested, tubular, tubulopapillary and solid. 71 % (5 of 7 cases) of SETD2-mutated ccRCC showed a rhabdoid morphology. SETD2-mutated ccRCC have striking propensity for invasive growth; all cases have vascular invasion and perirenal (extracapsular) adipose tissue invasion. After nephrectomy, distant metastasis was found in 67 % (4 of 7 cases) of patients with SETD2-mutated ccRCC. The most common metastatic site was the lung (3 cases), followed by precaval lymph nodes (1 case). BAP1-mutated ccRCC also showed a similar high-grade morphology, with rhabdoid and/or sarcomatoid features. Their high-grade features mostly overlapped with those of SETD2-mutated ccRCC, which makes difficult to predict the presence of BAP1 or SETD2 mutation solely from morphology. These findings justify the use of molecular testing to detect these mutations, especially when we encounter high-grade ccRCC. Detecting SETD2 and BAP1 mutation in ccRCC is useful for risk stratification and proper therapeutic strategy.
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Affiliation(s)
- Kotaro Takeda
- Department of Pathology, Genitourinary Pathology Center of Excellence, University of Pittsburgh Medical Center, Pittsburgh, USA.
| | - Sheldon Bastacky
- Department of Pathology, Genitourinary Pathology Center of Excellence, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - Rajiv Dhir
- Department of Pathology, Genitourinary Pathology Center of Excellence, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - Maedeh Mohebnasab
- Department of Pathology, Division of Molecular Genetics Pathology, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - Gabriela M Quiroga-Garza
- Department of Pathology, Genitourinary Pathology Center of Excellence, University of Pittsburgh Medical Center, Pittsburgh, USA
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22
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Challoner BR, Woolston A, Lau D, Buzzetti M, Fong C, Barber LJ, Anandappa G, Crux R, Assiotis I, Fenwick K, Begum R, Begum D, Lund T, Sivamanoharan N, Sansano HB, Domingo-Arada M, Tran A, Pandha H, Church D, Eccles B, Ellis R, Falk S, Hill M, Krell D, Murugaesu N, Nolan L, Potter V, Saunders M, Shiu KK, Guettler S, Alexander JL, Lázare-Iglesias H, Kinross J, Murphy J, von Loga K, Cunningham D, Chau I, Starling N, Ruiz-Bañobre J, Dhillon T, Gerlinger M. Genetic and immune landscape evolution in MMR-deficient colorectal cancer. J Pathol 2024; 262:226-239. [PMID: 37964706 DOI: 10.1002/path.6228] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/17/2023] [Accepted: 10/10/2023] [Indexed: 11/16/2023]
Abstract
Mismatch repair-deficient (MMRd) colorectal cancers (CRCs) have high mutation burdens, which make these tumours immunogenic and many respond to immune checkpoint inhibitors. The MMRd hypermutator phenotype may also promote intratumour heterogeneity (ITH) and cancer evolution. We applied multiregion sequencing and CD8 and programmed death ligand 1 (PD-L1) immunostaining to systematically investigate ITH and how genetic and immune landscapes coevolve. All cases had high truncal mutation burdens. Despite pervasive ITH, driver aberrations showed a clear hierarchy. Those in WNT/β-catenin, mitogen-activated protein kinase, and TGF-β receptor family genes were almost always truncal. Immune evasion (IE) drivers, such as inactivation of genes involved in antigen presentation or IFN-γ signalling, were predominantly subclonal and showed parallel evolution. These IE drivers have been implicated in immune checkpoint inhibitor resistance or sensitivity. Clonality assessments are therefore important for the development of predictive immunotherapy biomarkers in MMRd CRCs. Phylogenetic analysis identified three distinct patterns of IE driver evolution: pan-tumour evolution, subclonal evolution, and evolutionary stasis. These, but neither mutation burdens nor heterogeneity metrics, significantly correlated with T-cell densities, which were used as a surrogate marker of tumour immunogenicity. Furthermore, this revealed that genetic and T-cell infiltrates coevolve in MMRd CRCs. Low T-cell densities in the subgroup without any known IE drivers may indicate an, as yet unknown, IE mechanism. PD-L1 was expressed in the tumour microenvironment in most samples and correlated with T-cell densities. However, PD-L1 expression in cancer cells was independent of T-cell densities but strongly associated with loss of the intestinal homeobox transcription factor CDX2. This explains infrequent PD-L1 expression by cancer cells and may contribute to a higher recurrence risk of MMRd CRCs with impaired CDX2 expression. © 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)
| | - Andrew Woolston
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - David Lau
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Marta Buzzetti
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Louise J Barber
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Richard Crux
- The Royal Marsden NHS Foundation Trust, London, UK
| | | | | | | | - Dipa Begum
- The Institute of Cancer Research, London, UK
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Tom Lund
- The Institute of Cancer Research, London, UK
- The Royal Marsden NHS Foundation Trust, London, UK
| | - Nanna Sivamanoharan
- The Institute of Cancer Research, London, UK
- The Royal Marsden NHS Foundation Trust, London, UK
| | | | | | - Amina Tran
- The Royal Marsden NHS Foundation Trust, London, UK
| | | | - David Church
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Bryony Eccles
- University Hospitals Dorset NHS Foundation Trust, Bournemouth, UK
| | | | - Stephen Falk
- University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Mark Hill
- Maidstone and Tunbridge Wells NHS Trust, Maidstone, UK
| | - Daniel Krell
- Royal Free London NHS Foundation Trust, London, UK
| | - Nirupa Murugaesu
- St George's University Hospitals NHS Foundation Trust, London, UK
- Genomics England, London, UK
| | - Luke Nolan
- Hampshire Hospitals NHS Foundation Trust, Winchester, UK
| | - Vanessa Potter
- University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK
| | | | - Kai-Keen Shiu
- University College London Hospitals NHS Foundation Trust, London, UK
| | | | | | | | | | - Jamie Murphy
- Imperial College Healthcare NHS Trust, London, UK
| | - Katharina von Loga
- The Institute of Cancer Research, London, UK
- The Royal Marsden NHS Foundation Trust, London, UK
| | | | - Ian Chau
- The Royal Marsden NHS Foundation Trust, London, UK
| | | | - Juan Ruiz-Bañobre
- University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
- University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Tony Dhillon
- Royal Surrey Hospital NHS Foundation Trust, Guildford, UK
| | - Marco Gerlinger
- Barts Cancer Institute, Queen Mary University of London, London, UK
- St Bartholomew's Hospital Cancer Centre, London, UK
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23
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Stühler V, Alemi B, Rausch S, Stenzl A, Schwab M, Schaeffeler E, Bedke J. Analysis of the immunological markers BTLA, TIM-3, and PD-L1 at the invasion front and tumor center in clear cell renal cell carcinoma. World J Urol 2024; 42:53. [PMID: 38244072 DOI: 10.1007/s00345-023-04721-4] [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: 06/17/2023] [Accepted: 12/01/2023] [Indexed: 01/22/2024] Open
Abstract
PURPOSE Immune checkpoint inhibitors (ICI) are then backbone in the therapy of metastatic renal cell carcinoma (RCC). The aim of this analysis was to explore the different expression of the ICI PD-L1, BTLA, and TIM-3 at the different tumor locations of the invasion front and the tumor center. METHODS Large-area sections of the tumor center and invasion front of 44 stage pT1-4 clear cell RCCs were examined immunohistochemically using antibodies against BTLA, TIM-3, and PD-L1 and subsequently correlated with clinicopathologic data. RESULTS TIM-3 was most strongly expressed at the invasion front (mean ± SD: 84.1 ± 46.6, p = 0.094). BTLA expression was highest in normal tissue, with weak staining in the tumor center and at the invasion front [110.2 vs. 18.6 (p < 0.001) vs. 32.2 (p = 0.248)]. PD-L1 was weakly expressed at the tumor center (n = 5/44) and at the invasion front (n = 5/44). Correlation with clinicopathological parameters revealed significantly higher BTLA expression in ≥ T3 tumors compared to T1/2 tumors (tumor center p = 0.009; invasion front p = 0.005). BTLA-positive tumors at the tumor center correlated with worse CSS (median 48.46 vs. 68.91 months, HR 4.43, p = 0.061). PD-L1 expression was associated with worse CSS (median 1.66 vs. 4.5 years, HR 1.63, p = 0.652). For TIM-3, there were no significant associations with clinicopathological parameters and survival. CONCLUSION The present results show heterogeneous intratumoral and intertumoral expression of the investigated checkpoint receptors PD-L1, BTLA, and TIM-3. In the clinical practice tumor sampling should include different tumor locations, and multiple inhibition of different checkpoint receptors seems reasonable to increase the therapeutic success.
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Affiliation(s)
- Viktoria Stühler
- Department of Urology, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Tübingen, Germany
| | - Bilal Alemi
- Department of Urology, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Tübingen, Germany
| | - Steffen Rausch
- Department of Urology, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Tübingen, Germany
| | - Arnulf Stenzl
- Department of Urology, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Tübingen, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
- Departments of Clinical Pharmacology, Pharmacy and Biochemistry, University of Tuebingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) 'Image-Guided and Functionally Instructed Tumor Therapies', Faculty of Medicine, University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen, 72076, Tübingen, Germany
| | - Elke Schaeffeler
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) 'Image-Guided and Functionally Instructed Tumor Therapies', Faculty of Medicine, University of Tübingen, Tübingen, Germany
| | - Jens Bedke
- Department of Urology, University Hospital Tuebingen, Eberhard-Karls-University Tuebingen, Tübingen, Germany.
- Department of Urology and Transplantation Surgery, Klinikum Stuttgart, Kriegsbergstraße 60, 70174, Stuttgart, Germany.
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24
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Ma F, Wang S, Xu L, Huang W, Shi G, Sun Z, Cai W, Wu Z, Huang Y, Meng J, Sun Y, Fang M, Cheng M, Ji Y, Hu T, Zhang Y, Gu B, Zhang J, Song S, Sun Y, Yan W. Single-cell profiling of the microenvironment in human bone metastatic renal cell carcinoma. Commun Biol 2024; 7:91. [PMID: 38216635 PMCID: PMC10786927 DOI: 10.1038/s42003-024-05772-y] [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: 12/10/2022] [Accepted: 01/03/2024] [Indexed: 01/14/2024] Open
Abstract
Bone metastasis is of common occurrence in renal cell carcinoma with poor prognosis, but no optimal treatment approach has been established for bone metastatic renal cell carcinoma. To explore the potential therapeutic targets for bone metastatic renal cell carcinoma, we profile single cell transcriptomes of 6 primary renal cell carcinoma and 9 bone metastatic renal cell carcinoma. We also include scRNA-seq data of early-stage renal cell carcinoma, late-stage renal cell carcinoma, normal kidneys and healthy bone marrow samples in the study to better understand the bone metastasis niche. The molecular properties and dynamic changes of major cell lineages in bone metastatic environment of renal cell carcinoma are characterized. Bone metastatic renal cell carcinoma is associated with multifaceted immune deficiency together with cancer-associated fibroblasts, specifically appearance of macrophages exhibiting malignant and pro-angiogenic features. We also reveal the dominance of immune inhibitory T cells in the bone metastatic renal cell carcinoma which can be partially restored by the treatment. Trajectory analysis showes that myeloid-derived suppressor cells are progenitors of macrophages in the bone metastatic renal cell carcinoma while monocytes are their progenitors in primary tumors and healthy bone marrows. Additionally, the infiltration of immune inhibitory CD47+ T cells is observed in bone metastatic tumors, which may be a result of reduced phagocytosis by SIRPA-expressing macrophages in the bone microenvironment. Together, our results provide a systematic view of various cell types in bone metastatic renal cell carcinoma and suggest avenues for therapeutic solutions.
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Affiliation(s)
- Fen Ma
- Shanghai Key Laboratory of Compound Chinese Medicines, The MOE Key Laboratory for Standardization of Chinese Medicines, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, 1200 Cailun Road, 201203, Shanghai, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, China
| | - Shuoer Wang
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Lun Xu
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Wending Huang
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Guohai Shi
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
- Department of Urology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
| | - Zhengwang Sun
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Weiluo Cai
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Zhiqiang Wu
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Yiming Huang
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, China
| | - Juan Meng
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, China
| | - Yining Sun
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, China
| | - Meng Fang
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Mo Cheng
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Yingzheng Ji
- Department of Orthopedic, Naval Medical Center of PLA, Second Military Medical University, 338 Huaihai West Road, Shanghai, China
| | - Tu Hu
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Yunkui Zhang
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
- Department of Anesthesiology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
| | - Bingxin Gu
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China
| | - Jiwei Zhang
- Shanghai Key Laboratory of Compound Chinese Medicines, The MOE Key Laboratory for Standardization of Chinese Medicines, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, 1200 Cailun Road, 201203, Shanghai, China.
| | - Shaoli Song
- Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China.
| | - Yidi Sun
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, China.
| | - Wangjun Yan
- Department of Musculoskeletal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 138 Medical College Road, Shanghai, China.
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25
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Chen J, Jiang R, Guan W, Cao Q, Tian Y, Dong K, Pan X, Cui X. Novel model of pyroptosis-related molecular signatures for prognosis prediction of clear cell renal cell carcinoma patients. Int J Med Sci 2024; 21:496-507. [PMID: 38250606 PMCID: PMC10797671 DOI: 10.7150/ijms.88301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 12/01/2023] [Indexed: 01/23/2024] Open
Abstract
Background: Pyroptosis is a programmed death mode of inflammatory cells, which is closely related to tumor progression and tumor immunity. Clear cell renal cell carcinoma (ccRCC) is the major pathological type of renal cell carcinoma (RCC) with poor prognosis. Many theories have tried to clarify the mechanism in the development of ccRCC, but the role of pyroptosis in ccRCC has not been well described. The main purpose of this study is to explore the role of pyroptosis in ccRCC and establish a novel prognosis prediction model of pyroptosis-related molecular signatures for ccRCC. Methods: In the present study, we made a systematical analysis of the association between ccRCC RNA transcriptome sequencing data from The Cancer Genome Atlas (TCGA) database [which included 529 ccRCC patients who were randomized in a training cohort (n=265) and an internal validation cohort (n=264)] and 40 pyroptosis-related genes (PRGs), from which four genes (CASP9, GSDME, IL1B and TIRAP) were selected to construct a molecular prediction model of PRGs for ccRCC. In addition, a cohort of 114 ccRCC patients from Shanghai Eastern Hepatobiliary Surgery Hospital (EHSH) was used as external data to verify the effectiveness of the model by immunohistochemistry. Moreover, the biological functions of the four PRGs were also verified in ccRCC 786-O and 769-P cells by Western blot (WB), CCK-8 cell proliferation, and Transwell invasion assays. Results: The model was able to differentiate high-risk patients from low-risk patients, and this differentiation was consistent with their clinical survival outcomes. In addition, the four PRGs also affected the ability of cell proliferation and invasion in ccRCC. Conclusion: The prediction model of pyroptosis-related molecular markers developed in this study may prove to be a novel understanding for ccRCC.
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Affiliation(s)
- Jiaxin Chen
- Department of Urology, Xinhua Hospital, Shanghai Jiaotong University, School of Medicine, 1665 Kongjiang Road, Shanghai 200092, China
- Department of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai 200433, China
| | - Runyi Jiang
- Spinal Tumor Center, Department of Orthopaedic Oncology, Changzheng Hospital, Second Military Medical University, Shanghai, 200003, China
| | - Wenbin Guan
- Department of Pathology, Xinhua Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai 200092, China
| | - Qifeng Cao
- Department of Urology, Xinhua Hospital, Shanghai Jiaotong University, School of Medicine, 1665 Kongjiang Road, Shanghai 200092, China
| | - Yijun Tian
- Department of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai 200433, China
| | - Keqin Dong
- Department of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai 200433, China
| | - Xiuwu Pan
- Department of Urology, Xinhua Hospital, Shanghai Jiaotong University, School of Medicine, 1665 Kongjiang Road, Shanghai 200092, China
- Department of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai 200433, China
| | - Xingang Cui
- Department of Urology, Xinhua Hospital, Shanghai Jiaotong University, School of Medicine, 1665 Kongjiang Road, Shanghai 200092, China
- Department of Urology, Third Affiliated Hospital of the Second Military Medical University, Shanghai 200433, China
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26
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Flora K, Ishihara M, Zhang Z, Bowen ES, Wu A, Ayoub T, Huang J, Cano-Ruiz C, Jackson M, Reghu K, Ayoub Y, Zhu Y, Tseng HR, Zhou ZH, Hu J, Wu L. Exosomes from Von Hippel-Lindau-Null Cancer Cells Promote Metastasis in Renal Cell Carcinoma. Int J Mol Sci 2023; 24:17307. [PMID: 38139136 PMCID: PMC10743428 DOI: 10.3390/ijms242417307] [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: 10/23/2023] [Revised: 11/18/2023] [Accepted: 12/01/2023] [Indexed: 12/24/2023] Open
Abstract
Exosomes are extracellular vesicles that modulate essential physiological and pathological signals. Communication between cancer cells that express the von Hippel-Lindau (VHL) tumor suppressor gene and those that do not is instrumental to distant metastasis in renal cell carcinoma (RCC). In a novel metastasis model, VHL(-) cancer cells are the metastatic driver, while VHL(+) cells receive metastatic signals from VHL(-) cells and undergo aggressive transformation. This study investigates whether exosomes could be mediating metastatic crosstalk. Exosomes isolated from paired VHL(+) and VHL(-) cancer cell lines were assessed for physical, biochemical, and biological characteristics. Compared to the VHL(+) cells, VHL(-) cells produce significantly more exosomes that augment epithelial-to-mesenchymal transition (EMT) and migration of VHL(+) cells. Using a Cre-loxP exosome reporter system, the fluorescent color conversion and migration were correlated with dose-dependent delivery of VHL(-) exosomes. VHL(-) exosomes even induced a complete cascade of distant metastasis when added to VHL(+) tumor xenografts in a duck chorioallantoic membrane (dCAM) model, while VHL(+) exosomes did not. Therefore, this study supports that exosomes from VHL(-) cells could mediate critical cell-to-cell crosstalk to promote metastasis in RCC.
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Affiliation(s)
- Kailey Flora
- Department of Bioengineering, University of California, Los Angeles, CA 90095, USA;
| | - Moe Ishihara
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; (M.I.); (Z.Z.); (C.C.-R.)
| | - Zhicheng Zhang
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; (M.I.); (Z.Z.); (C.C.-R.)
| | - Elizabeth S. Bowen
- Department of Computational and Systems Biology, University of California, Los Angeles, CA 90095, USA;
| | - Aimee Wu
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, CA 90095, USA; (A.W.); (J.H.); (M.J.); (K.R.)
| | - Tala Ayoub
- Department of Physiology, University of California, Los Angeles, CA 90095, USA;
| | - Julian Huang
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, CA 90095, USA; (A.W.); (J.H.); (M.J.); (K.R.)
| | - Celine Cano-Ruiz
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; (M.I.); (Z.Z.); (C.C.-R.)
| | - Maia Jackson
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, CA 90095, USA; (A.W.); (J.H.); (M.J.); (K.R.)
| | - Kaveeya Reghu
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, CA 90095, USA; (A.W.); (J.H.); (M.J.); (K.R.)
| | - Yasmeen Ayoub
- School of Medicine, Saint Louis University, St. Louis, MO 63104, USA;
| | - Yazhen Zhu
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA; (Y.Z.); (H.-R.T.); (Z.H.Z.)
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Hsian-Rong Tseng
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA; (Y.Z.); (H.-R.T.); (Z.H.Z.)
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Z. Hong Zhou
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA; (Y.Z.); (H.-R.T.); (Z.H.Z.)
- Department of Microbiology, Immunology and Molecular Genetics, University of California, Los Angeles, CA 90095, USA
| | - Junhui Hu
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; (M.I.); (Z.Z.); (C.C.-R.)
| | - Lily Wu
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; (M.I.); (Z.Z.); (C.C.-R.)
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
- Department of Urology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
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27
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Houlston R, Culliford R, Lawrence S, Mills C, Tippu Z, Chubb D, Cornish A, Browining L, Kinnersley B, Bentham R, Sud A, Pallikonda H, Frangou A, Gruber A, Litchfield K, Wedge D, Larkin J, Turajlic S. Whole genome sequencing refines stratification and therapy of patients with clear cell renal cell carcinoma. RESEARCH SQUARE 2023:rs.3.rs-3675752. [PMID: 38106039 PMCID: PMC10723546 DOI: 10.21203/rs.3.rs-3675752/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common form of kidney cancer, but a comprehensive description of its genomic landscape is lacking. We report the whole genome sequencing of 778 ccRCC patients enrolled in the 100,000 Genomes Project, providing the most detailed somatic mutational landscape to date. We identify new driver genes, which as well as emphasising the major role of epigenetic regulation in ccRCC highlight additional biological pathways extending opportunities for drug repurposing. Genomic characterisation identified patients with divergent clinical outcome; higher number of structural copy number alterations associated with poorer prognosis, whereas VHL mutations were independently associated with a better prognosis. The twin observations that higher T-cell infiltration is associated with better outcome and that genetically predicted immune evasion is not common supports the rationale for immunotherapy. These findings should inform personalised surveillance and treatment strategies for ccRCC patients.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Amit Sud
- The Institute of Cancer Research
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28
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Nishimura Y, Ryo E, Inoue S, Kawazu M, Ueno T, Namikawa K, Takahashi A, Ogata D, Yoshida A, Yamazaki N, Mano H, Yatabe Y, Mori T. Strategic Approach to Heterogeneity Analysis of Cutaneous Adnexal Carcinomas Using Computational Pathology and Genomics. JID INNOVATIONS 2023; 3:100229. [PMID: 37965425 PMCID: PMC10641284 DOI: 10.1016/j.xjidi.2023.100229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 07/30/2023] [Accepted: 08/07/2023] [Indexed: 11/16/2023] Open
Abstract
Cutaneous adnexal tumors are neoplasms that arise from skin appendages. Their morphologic diversity and phenotypic variability with rare progression to malignancy make them difficult to diagnose and classify, and there is currently no established treatment strategy. To overcome these difficulties, this study investigated the transcription factor SOX9 expression, morphology, and genetics of skin adnexal tumors for understanding their biology, especially their histogenesis. We showed that cutaneous adnexal tumors and their nontumor counterparts of skin and appendages exhibit expression patterns similar to that of SOX9. Its expression intensity and pattern, as well as histopathologic evaluation of tumors, were analyzed using digital images of 69 normal skin adnexal 9-type organs and 185 skin adnexal 29-type tumors as references. It was possible to distinguish basal cell carcinoma from squamous cell carcinoma, sebaceous carcinoma, and pilomatrixoma with significant differences, along with porocarcinoma from squamous cell carcinoma. Furthermore, unsupervised machine learning "computational pathology" was used to derive a multiregion whole-exome sequencing fusion method termed "genocomputed pathology." The genocomputed pathology of three representable adnexal carcinomas (porocarcinoma, hidradenocarcinoma, and spiradenocarcinoma) was evaluated for total nine cases. We showed that there was more heterogeneity than expected within the tumors as well as the coexistence of components lacking driver fusion genes. The presence or absence of potential driver genes, such as PIK3CA, YAP1, and PTEN, in each region was identified, highlighting a therapeutic strategy for cutaneous adnexal carcinoma encompassing heterogeneous tumors.
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Affiliation(s)
- Yuuki Nishimura
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
- Course of Advanced Clinical Research of Cancer, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Eijitsu Ryo
- Division of Molecular Pathology, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Satoshi Inoue
- Division of Cellular Signaling, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Masahito Kawazu
- Division of Cellular Signaling, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Toshihide Ueno
- Division of Cellular Signaling, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Kenjiro Namikawa
- Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Akira Takahashi
- Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Dai Ogata
- Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Akihiko Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Naoya Yamazaki
- Dermatologic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hiroyuki Mano
- Division of Cellular Signaling, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
- Course of Advanced Clinical Research of Cancer, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Division of Molecular Pathology, National Cancer Center Reserch Institute, Tokyo, Japan
| | - Taisuke Mori
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
- Division of Molecular Pathology, National Cancer Center Reserch Institute, Tokyo, Japan
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29
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DA Silva Prade J, DE Souza RS, DA Silva D'Αvila CM, DA Silva TC, Livinalli IC, Bertoncelli ACZ, Saccol FK, DE Oliveira Mendes T, Wenning LG, DA Rosa Salles T, Rhoden CRB, Cadona FC. An Overview of Renal Cell Carcinoma Hallmarks, Drug Resistance, and Adjuvant Therapies. CANCER DIAGNOSIS & PROGNOSIS 2023; 3:616-634. [PMID: 37927802 PMCID: PMC10619564 DOI: 10.21873/cdp.10264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 09/15/2023] [Indexed: 11/07/2023]
Abstract
Renal neoplasms are highlighted as one of the 10 most common types of cancer. Renal cell carcinoma (RCC) is the most common type of renal cancer, considered the seventh most common type of cancer in the Western world. The most frequently altered genes described as altered are VHL, PBRM1, SETD2, KDM5C, PTEN, BAP1, mTOR, TP53, TCEB1 (ELOC), SMARCA4, ARID1A, and PIK3CA. RCC therapies can be classified in three groups: monoclonal antibodies, tyrosine kinase inhibitors, and mTOR inhibitors. Besides, there are targeted agents to treat RCC. However, frequently patients present side effects and resistance. Even though many multidrug resistance mechanisms already have been reported to RCC, studies focused on revealing new biomarkers as well as more effective antitumor therapies with no or low side effects are very important. Some studies reported that natural products, such as honey, epigallocatechin-3-gallate (EGCG), curcumin, resveratrol, and englerin A showed antitumor activity against RCC. Moreover, nanoscience is another strategy to improve RCC treatment and reduce the side effects due to the improvement in pharmacokinetics and reduction of toxicities of chemotherapies. Taking this into account, we conducted a systemic review of recent research findings on RCC hallmarks, drug resistance, and adjuvant therapies. In conclusion, a range of studies reported that RCC is characterized by high incidence and increased mortality rates because of the development of resistance to standard therapies. Given the importance of improving RCC treatment and reducing adverse effects, nanoscience and natural products can be included in therapeutic strategies.
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Affiliation(s)
- Josiele DA Silva Prade
- Post-graduate Program in Health and Life Sciences, Franciscan University, Santa Maria, RS, Brazil
| | | | | | | | | | | | | | | | | | - Theodoro DA Rosa Salles
- Laboratory of Nanostructured Magnetic Materials - LaMMaN, Franciscan University, Santa Maria, RS, Brazil
- Graduate Program in Nanosciences, Franciscan University, Santa Maria, RS, Brazil
| | - Cristiano Rodrigo Bohn Rhoden
- Laboratory of Nanostructured Magnetic Materials - LaMMaN, Franciscan University, Santa Maria, RS, Brazil
- Graduate Program in Nanosciences, Franciscan University, Santa Maria, RS, Brazil
| | - Francine Carla Cadona
- Post-graduate Program in Health and Life Sciences, Franciscan University, Santa Maria, RS, Brazil
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30
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Liu C, Ni L, Li X, Rao H, Feng W, Zhu Y, Zhang W, Ma C, Xu Y, Gui L, Wang Z, Aji R, Xu J, Gao W, Li L. SETD2 deficiency promotes renal fibrosis through the TGF-β/Smad signalling pathway in the absence of VHL. Clin Transl Med 2023; 13:e1468. [PMID: 37933774 PMCID: PMC10629155 DOI: 10.1002/ctm2.1468] [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: 04/10/2023] [Revised: 10/19/2023] [Accepted: 10/23/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Renal fibrosis is the final development pathway and the most common pathological manifestation of chronic kidney disease. Epigenetic alteration is a significant intrinsic factor contributing to the development of renal fibrosis. SET domain-containing 2 (SETD2) is the sole histone H3K36 trimethyltransferase, catalysing H3K36 trimethylation. There is evidence that SETD2-mediated epigenetic alterations are implicated in many diseases. However, it is unclear what role SETD2 plays in the development of renal fibrosis. METHODS Kidney tissues from mice as well as HK2 cells were used as research subjects. Clinical databases of patients with renal fibrosis were analysed to investigate whether SETD2 expression is reduced in the occurrence of renal fibrosis. SETD2 and Von Hippel-Lindau (VHL) double-knockout mice were used to further investigate the role of SETD2 in renal fibrosis. Renal tubular epithelial cells isolated from mice were used for RNA sequencing and chromatin immunoprecipitation sequencing to search for molecular signalling pathways and key molecules leading to renal fibrosis in mice. Molecular and cell biology experiments were conducted to analyse and validate the role of SETD2 in the development of renal fibrosis. Finally, rescue experiments were performed to determine the molecular mechanism of SETD2 deficiency in the development of renal fibrosis. RESULTS SETD2 deficiency leads to severe renal fibrosis in VHL-deficient mice. Mechanically, SETD2 maintains the transcriptional level of Smad7, a negative feedback factor of the transforming growth factor-β (TGF-β)/Smad signalling pathway, thereby preventing the activation of the TGF-β/Smad signalling pathway. Deletion of SETD2 leads to reduced Smad7 expression, which results in activation of the TGF-β/Smad signalling pathway and ultimately renal fibrosis in the absence of VHL. CONCLUSIONS Our findings reveal the role of SETD2-mediated H3K36me3 of Smad7 in regulating the TGF-β/Smad signalling pathway in renal fibrogenesis and provide an innovative insight into SETD2 as a potential therapeutic target for the treatment of renal fibrosis.
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Affiliation(s)
- Changwei Liu
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Li Ni
- Department of NursingShanghai East HospitalTongji UniversityShanghaiChina
| | - Xiaoxue Li
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Hanyu Rao
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Wenxin Feng
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Yiwen Zhu
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Wei Zhang
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Chunxiao Ma
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Yue Xu
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Liming Gui
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Ziyi Wang
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Rebiguli Aji
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Jin Xu
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Wei‐Qiang Gao
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
| | - Li Li
- State Key Laboratory of Systems Medicine for CancerRenji‐Med X Clinical Stem Cell Research CenterRen Ji HospitalSchool of Medicine and School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
- School of Biomedical Engineering and Med‐X Research InstituteShanghai Jiao Tong UniversityShanghaiChina
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31
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Zhou J, Deng Z, Pei X, Lai J, Qu W. DAB2IP stabilizes p27 Kip1 via suppressing PI3K/AKT signaling in clear cell renal cell carcinoma. Funct Integr Genomics 2023; 23:326. [PMID: 37880458 DOI: 10.1007/s10142-023-01255-1] [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: 07/27/2023] [Revised: 09/28/2023] [Accepted: 10/13/2023] [Indexed: 10/27/2023]
Abstract
Renal cell carcinoma (RCC) is the most lethal of the urologic malignancies. We previously discovered that DAB2IP, a novel Ras GTPase-activating protein, was frequently epigenetically silenced in RCC, and DAB2IP loss was correlated with the overall survival of RCC patients. In this study, we determined the biological functions of DAB2IP in clear cell RCC (ccRCC) and its potential mechanisms of action. Correlations between DAB2IP expression level and ccRCC tumor size and patient survival were analyzed, and the results showed that ccRCC patients with high DAB2IP mRNA level exhibited smaller tumor size and better survival than the patients with low DAB2IP. Compared to control, DAB2IP knockdown significantly increased cell proliferation, promoted cell cycle progression in G1/S phase, and decreased p27 expression. Mechanism studies demonstrated that loss of DAB2IP promoted p27 protein phosphorylation, cytosolic sequestration, and subsequently ubiquitination-mediated degradation in ccRCC cells. Further studies confirmed that the proline-rich domain in C terminal (CPR) of DAB2IP suppressed AKT phosphorylation and p27 phosphorylation on S10. Hence, DAB2IP is essential for p27 protein stabilization in ccRCC, which is at less partly mediated by PI3K/AKT signaling pathway.
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Affiliation(s)
- Jiancheng Zhou
- Department of Urology, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Zhuo Deng
- Department of Gynecology, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Xinqi Pei
- Department of Urology, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Jiawei Lai
- Department of Urology, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China
| | - Weixing Qu
- Department of Urology, Shaanxi Provincial People's Hospital, Xi'an, 710068, Shaanxi, China.
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32
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Schneider F, Kaczorowski A, Jurcic C, Kirchner M, Schwab C, Schütz V, Görtz M, Zschäbitz S, Jäger D, Stenzinger A, Hohenfellner M, Duensing S, Duensing A. Digital Spatial Profiling Identifies the Tumor Periphery as a Highly Active Biological Niche in Clear Cell Renal Cell Carcinoma. Cancers (Basel) 2023; 15:5050. [PMID: 37894418 PMCID: PMC10605891 DOI: 10.3390/cancers15205050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 10/03/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is characterized by a high degree of intratumoral heterogeneity (ITH). Besides genomic ITH, there is considerable functional ITH, which encompasses spatial niches with distinct proliferative and signaling activities. The full extent of functional spatial heterogeneity in ccRCC is incompletely understood. In the present study, a total of 17 ccRCC tissue specimens from different sites (primary tumor, n = 11; local recurrence, n = 1; distant metastasis, n = 5) were analyzed using digital spatial profiling (DSP) of protein expression. A total of 128 regions of interest from the tumor periphery and tumor center were analyzed for the expression of 46 proteins, comprising three major signaling pathways as well as immune cell markers. Results were correlated to clinico-pathological variables. The differential expression of granzyme B was validated using conventional immunohistochemistry and was correlated to the cancer-specific patient survival. We found that a total of 37 proteins were differentially expressed between the tumor periphery and tumor center. Thirty-five of the proteins were upregulated in the tumor periphery compared to the center. These included proteins involved in cell proliferation, MAPK and PI3K/AKT signaling, apoptosis regulation, epithelial-to-mesenchymal transition, as well as immune cell markers. Among the most significantly upregulated proteins in the tumor periphery was granzyme B. Granzyme B upregulation in the tumor periphery correlated with a significantly reduced cancer-specific patient survival. In conclusion, this study highlights the unique cellular contexture of the tumor periphery in ccRCC. The correlation between granzyme B upregulation in the tumor periphery and patient survival suggests local selection pressure for aggressive tumor growth and disease progression. Our results underscore the potential of spatial biology for biomarker discovery in ccRCC and cancer in general.
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Affiliation(s)
- Felix Schneider
- Molecular Urooncology, Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120 Heidelberg, Germany
| | - Adam Kaczorowski
- Molecular Urooncology, Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120 Heidelberg, Germany
| | - Christina Jurcic
- Molecular Urooncology, Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120 Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 224, D-69120 Heidelberg, Germany
| | - Constantin Schwab
- Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 224, D-69120 Heidelberg, Germany
| | - Viktoria Schütz
- Department of Urology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 420, D-69120 Heidelberg, Germany
| | - Magdalena Görtz
- Department of Urology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 420, D-69120 Heidelberg, Germany
| | - Stefanie Zschäbitz
- Department of Medical Oncology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany
| | - Dirk Jäger
- Department of Medical Oncology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 224, D-69120 Heidelberg, Germany
| | - Markus Hohenfellner
- Department of Urology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 420, D-69120 Heidelberg, Germany
| | - Stefan Duensing
- Molecular Urooncology, Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120 Heidelberg, Germany
- Department of Urology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 420, D-69120 Heidelberg, Germany
| | - Anette Duensing
- Department of Urology, University Hospital Heidelberg, and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 420, D-69120 Heidelberg, Germany
- Cancer Therapeutics Program, UPMC Hillman Cancer Center, 5117 Centre Avenue, Pittsburgh, PA 15213, USA
- Department of Pathology, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA 15213, USA
- Precision Oncology of Urological Malignancies, Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120 Heidelberg, Germany
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Shirole NH, Kaelin WG. von-Hippel Lindau and Hypoxia-Inducible Factor at the Center of Renal Cell Carcinoma Biology. Hematol Oncol Clin North Am 2023; 37:809-825. [PMID: 37270382 DOI: 10.1016/j.hoc.2023.04.011] [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] [Indexed: 06/05/2023]
Abstract
The most common form of kidney cancer is clear cell renal cell carcinoma (ccRCC). Biallelic VHL tumor suppressor gene inactivation is the usual initiating event in both hereditary (VHL Disease) and sporadic ccRCCs. The VHL protein, pVHL, earmarks the alpha subunits of the HIF transcription factor for destruction in an oxygen-dependent manner. Deregulation of HIF2 drives ccRCC pathogenesis. Drugs inhibiting the HIF2-responsive growth factor VEGF are now mainstays of ccRCC treatment. A first-in-class allosteric HIF2 inhibitor was recently approved for treating VHL Disease-associated neoplasms and appears active against sporadic ccRCC in early clinical trials.
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Affiliation(s)
- Nitin H Shirole
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
| | - William G Kaelin
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA; Brigham and Women's Hospital, Harvard Medical School; Howard Hughes Medical Institute.
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34
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Naas S, Schiffer M, Schödel J. Hypoxia and renal fibrosis. Am J Physiol Cell Physiol 2023; 325:C999-C1016. [PMID: 37661918 DOI: 10.1152/ajpcell.00201.2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 08/25/2023] [Accepted: 08/25/2023] [Indexed: 09/05/2023]
Abstract
Renal fibrosis is the final stage of most progressive kidney diseases. Chronic kidney disease (CKD) is associated with high comorbidity and mortality. Thus, preventing fibrosis and thereby preserving kidney function increases the quality of life and prolongs the survival of patients with CKD. Many processes such as inflammation or metabolic stress modulate the progression of kidney fibrosis. Hypoxia has also been implicated in the pathogenesis of renal fibrosis, and oxygen sensing in the kidney is of outstanding importance for the body. The dysregulation of oxygen sensing in the diseased kidney is best exemplified by the loss of stimulation of erythropoietin production from interstitial cells in the fibrotic kidney despite anemia. Furthermore, hypoxia is present in acute or chronic kidney diseases and may affect all cell types present in the kidney including tubular and glomerular cells as well as resident immune cells. Pro- and antifibrotic effects of the transcription factors hypoxia-inducible factors 1 and 2 have been described in a plethora of animal models of acute and chronic kidney diseases, but recent advances in sequencing technologies now allow for novel and deeper insights into the role of hypoxia and its cell type-specific effects on the progression of renal fibrosis, especially in humans. Here, we review existing literature on how hypoxia impacts the development and progression of renal fibrosis.
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Affiliation(s)
- Stephanie Naas
- Department of Nephrology and Hypertension, Uniklinikum Erlangen und Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Mario Schiffer
- Department of Nephrology and Hypertension, Uniklinikum Erlangen und Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Johannes Schödel
- Department of Nephrology and Hypertension, Uniklinikum Erlangen und Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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35
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Zhou S, Zheng J, Zhai W, Chen Y. Spatio-temporal heterogeneity in cancer evolution and tumor microenvironment of renal cell carcinoma with tumor thrombus. Cancer Lett 2023; 572:216350. [PMID: 37574183 DOI: 10.1016/j.canlet.2023.216350] [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: 06/12/2023] [Revised: 08/01/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
Metastasis is the most fatal aspect of cancer, often preceded by a tumor thrombus (TT) which forms within the vascular system. Renal cell carcinoma (RCC), the predominant form of kidney cancer, witnesses a venous system invasion in 4-10% of cases, resulting in venous tumor thrombus (RCC-TT). This variant represents a formidable clinical challenge due to its escalated surgical complexity, heightened risk of progression and metastasis, and an adverse prognosis. However, recent trials addressing RCC-TT face significant barriers stemming from the profound inter- and intra-tumoral heterogeneity, patient-specific treatment variations, and distinct therapeutic resistance patterns between the primary tumor (PT) and the TT. This review delves into the unique evolutionary pathway of RCC-TT, the relationship between the staging and grading of RCC-TT invasion patterns, and the spatial molecular profiling of RCC-TT. Additionally, we assess the temporal heterogeneity among TT, PT, and distant metastases, as well as the functional phenotypes of TME components. An outlook for future research on RCC-TT is also provided.
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Affiliation(s)
- Sian Zhou
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.
| | - Junhua Zheng
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.
| | - Wei Zhai
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China; Department of Urology, State Key Laboratory of Oncogenes and Related Genes, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
| | - Yonghui Chen
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.
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36
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Cochran AG, Flynn M. GNE-235: A Lead Compound Selective for the Second Bromodomain of PBRM1. J Med Chem 2023; 66:13116-13134. [PMID: 37702400 DOI: 10.1021/acs.jmedchem.3c01149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Bromodomains are acetyl-lysine binding modules that are found in different classes of chromatin-interacting proteins. Among these are large chromatin remodeling complexes such as BAF and PBAF (variants of human SWI/SNF). Previous work has identified chemical probes targeting a subset of the bromodomains present in the BAF and PBAF complexes. Selective inhibitors of the individual bromodomains have proven challenging to discover, as the domains are highly similar. Here, elaboration of an aminopyridazine scaffold used previously to develop probes for the bromodomains of SMARCA2, SMARCA4, and the fifth bromodomain of PBRM1 yielded compounds with both potency and unusual selectivity for the second bromodomain of PBRM1. One of these, GNE-235, and its enantiomer control GNE-234 are suggested for initial cellular investigations of the function of the second bromodomain of PBRM1.
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Affiliation(s)
- Andrea G Cochran
- Department of Biological Chemistry, Genentech, Inc., South San Francisco, California 94080, United States
| | - Megan Flynn
- Department of Biological Chemistry, Genentech, Inc., South San Francisco, California 94080, United States
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37
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Mansur MB, Greaves M. Convergent TP53 loss and evolvability in cancer. BMC Ecol Evol 2023; 23:54. [PMID: 37743495 PMCID: PMC10518978 DOI: 10.1186/s12862-023-02146-6] [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: 05/23/2023] [Accepted: 08/10/2023] [Indexed: 09/26/2023] Open
Abstract
Cancer cell populations evolve by a stepwise process involving natural selection of the fittest variants within a tissue ecosystem context and as modified by therapy. Genomic scrutiny of patient samples reveals an extraordinary diversity of mutational profiles both between patients with similar cancers and within the cancer cell population of individual patients. Does this signify highly divergent evolutionary trajectories or are there repetitive and predictable patterns?Major evolutionary innovations or adaptations in different species are frequently repeated, or convergent, reflecting both common selective pressures and constraints on optimal solutions. We argue this is true of evolving cancer cells, especially with respect to the TP53 gene. Functional loss variants in TP53 are the most common genetic change in cancer. We discuss the likely microenvironmental selective pressures involved and the profound impact this has on cell fitness, evolvability and probability of subsequent drug resistance.
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Affiliation(s)
- Marcela Braga Mansur
- Centre for Evolution and Cancer, The Institute of Cancer Research, ICR, London, UK
| | - Mel Greaves
- Centre for Evolution and Cancer, The Institute of Cancer Research, ICR, London, UK.
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38
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Ning K, Peng Y, Jiang Y, Li Z, Luo X, Lin L, Deng M, Wu Y, Huang T, Huang Y, Xie Y, Yang X, Zhang M, Xiong L, Zou X, Zhou Z, Zhou F, Dong P, Yu C, Zhang Z. Sex differences in renal cell carcinoma: a single-cell analysis reveals exhausted CD8 + T-cells highly infiltrated in males. Biol Sex Differ 2023; 14:58. [PMID: 37715192 PMCID: PMC10503187 DOI: 10.1186/s13293-023-00540-9] [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: 03/22/2023] [Accepted: 08/19/2023] [Indexed: 09/17/2023] Open
Abstract
BACKGROUND Although sex bias has been reported in the development and progression of renal cell carcinoma (RCC), the underlying mechanisms remain enigmatic. Here, we investigated the sex differences in the tumor microenvironment (TME) of RCC and explored a promising combination drug regimen to enhance the efficacy of immunotherapy. METHODS Single-cell RNA sequencing (scRNA-seq) data from four published datasets were analyzed to investigate the sex differences in RCC patients, and tumor tissues were collected to validate the sex differences using multiplex immunofluorescence (MxIF) and flow cytometry (FCM). The function of the androgen-androgen receptor axis in sex differences was explored in vivo and in vitro experiments. RESULTS Our analysis of scRNA-seq data from 220,156 cells, as well as MxIF and FCM assays, revealed that CD8+ T-cells infiltrated highly in the TME of male RCC, but were mostly in an exhausted and dysfunctional state. In vitro and in vivo experiments indicated that the dysfunction and exhaustion of CD8+ T-cells in male TME were induced by androgen. Clinically, higher serum androgen was significantly associated with a worse prognosis in male RCC patients receiving immunotherapy. Androgen receptor inhibitors could activate tumor-infiltrating CD8+ T-cells and enhance the efficacy of immunotherapy of RCC in vivo. CONCLUSIONS Our study delineated the difference in TME between male and female patients with RCC, and demonstrated that the androgen-androgen receptor axis plays an important role in immunosuppression in male RCC. Our findings suggest that androgen receptor inhibitors in combination with immunotherapy may be a promising treatment option for male RCC patients.
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Affiliation(s)
- Kang Ning
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yulu Peng
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yue Jiang
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
- Guangdong Research Institute of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Zhen Li
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
- Department of Urology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Xin Luo
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Lede Lin
- Department of Urology, Institute of Urology (Laboratory of Reconstructive Urology), West China Hospital, Sichuan University, Chengdu, China
| | - Minhua Deng
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yi Wu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Tingxuan Huang
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yixin Huang
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ye Xie
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Xiaofeng Yang
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Manhuai Zhang
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Longbin Xiong
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Xiangpeng Zou
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Zhaohui Zhou
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Fangjian Zhou
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Pei Dong
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.
| | - Chunping Yu
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, Institute of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
| | - Zhiling Zhang
- Department of Urology, Sun Yat-Sen University Cancer Center, Guangzhou, China.
- State Key Laboratory of Oncology in Southern China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.
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Xu J, Jiang J, Yin C, Wang Y, Shi B. Identification of ATP6V0A4 as a potential biomarker in renal cell carcinoma using integrated bioinformatics analysis. Oncol Lett 2023; 26:366. [PMID: 37559594 PMCID: PMC10407721 DOI: 10.3892/ol.2023.13952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/16/2023] [Indexed: 08/11/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common pathological type of renal cancer, and is associated with a high mortality rate, which is related to high rates of tumor recurrence and metastasis. The aim of the present study was to identify reliable molecular biomarkers with high specificity and sensitivity for ccRCC. A total of eight ccRCC-related expression profiles were downloaded from Gene Expression Omnibus for integrated bioinformatics analysis to screen for significantly differentially expressed genes (DEGs). Reverse transcription-quantitative (RT-q)PCR, western blotting and immunohistochemistry staining assays were performed to evaluate the expression levels of candidate biomarkers in ccRCC tissues and cell lines. In total, 255 ccRCC specimens and 165 adjacent normal kidney specimens were analyzed, and 344 significant DEGs, consisting of 115 upregulated DEGs and 229 downregulated DEGs, were identified. The results of Gene Ontology analysis suggested a significant enrichment of DEGs in 'organic anion transport' and 'small molecule catabolic process' in biological processes, in 'apical plasma membrane' and 'apical part of the cell' in cell components, and in 'anion transmembrane transporter activity' and 'active transmembrane transporter activity' in molecular functions. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis indicated that the DEGs were significantly enriched in the 'phagosome', the 'PPAR signaling pathway', 'complement and coagulation cascades', the 'HIF-1 signaling pathway' and 'carbon metabolism'. Next, 7 hub genes (SUCNR1, CXCR4, VCAN, CASR, ATP6V0A4, VEGFA and SERPINE1) were identified and validated using The Cancer Genome Atlas database. Survival analysis showed that low expression of ATP6V0A4 was associated with a poor prognosis in patients with ccRCC. Additionally, received operating characteristic curves indicated that ATP6V0A4 could distinguish ccRCC samples from normal kidney samples. Furthermore, RT-qPCR, western blotting and immunohistochemistry staining results showed that ATP6V0A4 was significantly downregulated in ccRCC tissues and cell lines. In conclusion, ATP6V0A4 may be involved in tumor progression and regarded as a potential therapeutic target for the recurrence and metastasis of ccRCC.
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Affiliation(s)
- Jinming Xu
- Department of Urology, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong 518035, P.R. China
- Department of Urology, Shantou University Medical College, Shantou, Guangdong 515041, P.R. China
| | - Jiahao Jiang
- Department of Urology, Shenzhen Second People's Hospital, Clinical College of Anhui Medical University, Shenzhen, Guangdong 518035, P.R. China
| | - Cong Yin
- Department of Urology, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong 518035, P.R. China
| | - Yan Wang
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Bentao Shi
- Department of Urology, Shenzhen Second People's Hospital/First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong 518035, P.R. China
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Anwaier A, Xu W, Liu W, Wei S, Tian X, Qu Y, Yang J, Zhang H, Ye D. Tumor microenvironment-based signatures distinguish intratumoral heterogeneity, prognosis, and immunogenomic features of clear cell renal cell carcinoma. JOURNAL OF THE NATIONAL CANCER CENTER 2023; 3:236-249. [PMID: 39035192 PMCID: PMC11256720 DOI: 10.1016/j.jncc.2023.08.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 07/23/2024] Open
Abstract
Background The tumor microenvironment (TME) performs a crucial function in the tumorigenesis and response to immunotherapies of clear cell renal cell carcinoma (ccRCC). However, a lack of recognized pre-clinical TME-based risk models poses a great challenge to investigating the risk factors correlated with prognosis and treatment responses for patients with ccRCC. Methods Stromal and immune contexture were assessed to calculate the TMErisk score of a large sample of patients with ccRCC from public and real-world cohorts using machine-learning algorithms. Next, analyses for prognostic efficacy, correlations with clinicopathological features, functional enrichment, immune cell distributions, DNA variations, immune response, and heterogeneity were performed and validated. Results Clinical hub genes, including INAFM2, SRPX, DPYSL3, VSIG4, APLNR, FHL5, A2M, SLFN11, ADAMTS4, IFITM1, NOD2, CCR4, HLA-DQB2, and PLAUR, were identified and incorporated to develop the TMErisk signature. Patients in the TMEhigh risk group (category) exhibited a considerably grim prognosis, and the TMErisk model was shown to independently function as a risk indicator for the overall survival (OS) of ccRCC patients. Expression levels of immune checkpoint genes were substantially increased in TMEhigh risk group, while those of the human leukocyte antigen (HLA) family genes were prominently decreased. In addition, tumors in the TMEhigh group showed significantly high infiltration levels of tumor-infiltrated lymphocytes, including M2 macrophages, CD8+ T cells, B cells, and CD4+ T cells. In heterogeneity analysis, more frequent somatic mutations, including pro-tumorigenic BAP1 and PBRM1, were observed in the TMEhigh group. Importantly, 19.3% of patients receiving immunotherapies in the TMEhigh group achieved complete or partial response compared with those with immune tolerance in the TMElow group, suggesting that TMErisk prominently differentiates prognosis and responses to immunotherapy for patients with ccRCC. Conclusions We first established the TMErisk score of ccRCC using machine-learning algorithms based on a large-scale population. The TMErisk score can be utilized as an innovative independent prognosis predictive marker with high sensitivity and accuracy. Our discovery also predicted the efficacy of immunotherapy in ccRCC patients, indicating the intimate link between tumor immune microenvironment and intratumoral heterogeneity.
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Affiliation(s)
- Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Wangrui Liu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shiyin Wei
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Yuanyuan Qu
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Jianfeng Yang
- Department of Surgery, ShangNan Branch of Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Genitourinary Cancer Institute, Shanghai, China
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Ye S, Tian X, Anwaier A, Wei S, Liu W, Su J, Zhu S, Dai B, Gu J, Qu Y, Xu W, Zhang H, Ye D. Protein Arginine Methyltransferases Refine the Classification of Clear Cell Renal Cell Carcinoma with Distinct Prognosis and Tumor Microenvironment Characteristics. Int J Biol Sci 2023; 19:4552-4570. [PMID: 37781030 PMCID: PMC10535715 DOI: 10.7150/ijbs.80323] [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: 10/30/2022] [Accepted: 07/31/2023] [Indexed: 10/03/2023] Open
Abstract
Background: Clear cell renal cell carcinoma (ccRCC) is an aggressive urological cancer that originates from the proximal tubular epithelium. As one of the most common post-translational modification, protein arginine methylation plays a pivotal role in various cancer-associated biological functions, especially in cancer immunity. Therefore, constructing a protein arginine methylation-related prognostic signature would be beneficial in guiding better personalized clinical management for patients with ccRCC. Methods: Based on the multi-omics profiling of the expression levels of eight protein arginine methyltransferases (PRMTs) in 763 ccRCC samples (from TCGA, CPTAC, EMBL, and ICGC databases), we established a scoring system with machine-learning algorithms to quantify the modification patterns on clinical and immunological characterizations of individual ccRCC patient, which was termed as PRMTScore. Moreover, we utilized two external clinical cohorts receiving immunotherapy (n=302) to validate the reliability of the PRMTScore system. Multiplex immunohistochemistry (mIHC) was performed to characterize the cellular composition of 30 paired ccRCC samples. The proteomic profiling of 232 ccRCC samples obtained from Fudan University Shanghai Cancer Center (FUSCC) was analyzed to validate the protein expression of PRMT5 in ccRCC. Finally, CCK-8, transwell, and wound healing assays were conducted to elucidate the role of PRMT5 in ccRCC in vitro. Results: A total of 763 ccRCC patients with available multi-omics profiling were stratified into two clusters (PRMTCluster A and B) with distinctive prognosis, genomic alterations, tumor microenvironment (TME) characteristics, and fundamental biological mechanisms. Subsequently, protein arginine methylation-related prognostic signature (PRMTScore) was constructed and consisted of SLC16A12, HRH2, F2RL3, and SAA1. The PRMTScore showed remarkable differences in outcomes, immune and stromal fractions, expressions of immune checkpoints, the abundance of immune cells, and immunotherapy response in ccRCC patients. Additionally, preliminary insights unveiled the tumor-suppressive role of PRMT5 in ccRCC, and the signal of PRMT5low significantly predicted aggressive prognosis and the high abundance of PD1+ CD8+ cells in ccRCC. Conclusion: We constructed a PRMTScore system, which showed the potent ability to assess the prognosis, TME characteristics, and immunotherapy response for patients with ccRCC. Moreover, this is the first study to propose that PRMT5 acts as a cancer suppressor in ccRCC.
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Affiliation(s)
- Shiqi Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Shiyin Wei
- Department of Neurosurgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, P.R. China
| | - Wangrui Liu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Jiaqi Su
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Shuxuan Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Bo Dai
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Jun Gu
- The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Suzhou 215228, P.R. China
| | - Yuanyuan Qu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, P.R. China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, P.R. China
- Shanghai Genitourinary Cancer Institute, Shanghai 200032, P.R. China
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Chen R, Wu J, Liu S, Sun Y, Liu G, Zhang L, Yu Q, Xu J, Meng L. Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy. Medicine (Baltimore) 2023; 102:e34786. [PMID: 37653791 PMCID: PMC10470711 DOI: 10.1097/md.0000000000034786] [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: 04/25/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 09/02/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is associated with complex immune interactions. We conducted a comprehensive analysis of immune-related differentially expressed genes in patients with ccRCC using data from The Cancer Genome Atlas and ImmPort databases. The immune-related differentially expressed genes underwent functional and pathway enrichment analysis, followed by COX regression combined with LASSO regression to construct an immune-related risk prognostic model. The model comprised 4 IRGs: CLDN4, SEMA3G, CAT, and UCN. Patients were stratified into high-risk and low-risk groups based on the median risk score, and the overall survival rate of the high-risk group was significantly lower than that of the low-risk group, confirming the reliability of the model from various perspectives. Further comparison of immune infiltration, tumor mutation load, and immunophenoscore (IPS) comparison between the 2 groups indicates that the high-risk group could potentially demonstrate a heightened sensitivity towards immunotherapy checkpoints PD-1, CTLA-4, IL-6, and LAG3 in ccRCC patients. The proposed model not only applies to ccRCC but also shows potential in developing into a prognostic model for renal cancer, thus introducing a novel approach for personalized immunotherapy in ccRCC.
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Affiliation(s)
- Ronghui Chen
- Clinical Medical College of Weifang Medical University, Weifang, China
| | - Jun Wu
- Department of Oncology, People’s Hospital of Rizhao, Rizhao, China
| | - Shan Liu
- Department of Oncology, People’s Hospital of Rizhao, Rizhao, China
| | - Yefeng Sun
- Department of Emergency, People’s Hospital of Rizhao, Rizhao, China
| | - Guozhi Liu
- Jining Medical University, Jining, China
| | - Lin Zhang
- Jining Medical University, Jining, China
| | - Qing Yu
- Clinical Medical College of Weifang Medical University, Weifang, China
| | - Juan Xu
- Clinical Medical College of Weifang Medical University, Weifang, China
| | - Lingxin Meng
- Department of Oncology, People’s Hospital of Rizhao, Rizhao, China
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Ma MW, Wang ZS, Li HZ, Gao XS, Liu C, Ren XY, Zhang WL, Yang KW. Breaking barriers: Stereotactic ablative proton and photon radiation therapy for renal cell carcinoma with extensive metastases: A case report. Med Dosim 2023; 49:41-45. [PMID: 37563017 DOI: 10.1016/j.meddos.2023.06.003] [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: 05/09/2023] [Revised: 06/19/2023] [Accepted: 06/27/2023] [Indexed: 08/12/2023]
Abstract
Patients with advanced renal cancer (RCC) often have limited success with systemic therapy due to tumor heterogeneity. However, stereotactic ablative radiotherapy (SABR) has been shown to have a beneficial therapeutic effect for oligometastatic disease when used early. Despite this, current guidelines recommend the use of tyrosine kinase inhibitors (TKIs) as the first-line therapeutic agent for patients with recurrent or metastatic kidney cancer. Additionally, there is limited data on the combination of systemic treatment and SABR for extensive metastatic RCC due to concerns about high toxicity. Proton therapy offers a promising treatment option as it emits energy at a specific depth, generating high target doses while minimizing damage to normal tissue. This allows for precise treatment of various tumor lesions. In this case report, we describe a high-risk 65-year-old male with extensive pleural and thoracic lymph node metastases and 2 bone metastases of clear cell renal cancer. While the targeted therapy and immunotherapy effectively treated the bone metastases, it was not effective in treating the chest metastases, including the pleural and lymph node metastases. Thus, the patient received full-coverage radiotherapy with photon for primary renal tumor and intensity-modulated proton therapy (IMPT) for thoracic metastases. The patient showed no evidence of disease for 1 year after the initial radiotherapy, and no severe SABR-related adverse effects were observed until now. The combination of targeted therapy and immunotherapy with full-coverage radiotherapy may be a promising treatment option for selected patients with extensive metastatic renal cancer, especially as proton therapy allows for more precise control of the beam and minimal damage to normal tissue. This case has motivated us to investigate the potential advantages of administering proton therapy concurrently with systemic therapy in the management of metastatic renal cell carcinoma patients.
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Affiliation(s)
- Ming-Wei Ma
- Department of Radiation Oncology, Peking University First Hospital, Beijing 100034, China
| | - Zi-Shen Wang
- Department of Radiation Oncology, Hebei Yizhou Proton Center, Zhuozhou, Hebei Province, 072750, China.
| | - Hong-Zhen Li
- Department of Radiation Oncology, Peking University First Hospital, Beijing 100034, China.
| | - Xian-Shu Gao
- Department of Radiation Oncology, Peking University First Hospital, Beijing 100034, China.
| | - Chao Liu
- Department of Radiation Oncology, Hebei Yizhou Proton Center, Zhuozhou, Hebei Province, 072750, China
| | - Xue-Ying Ren
- Department of Radiation Oncology, Peking University First Hospital, Beijing 100034, China
| | - Wei-Li Zhang
- Department of Radiation Oncology, Hebei Yizhou Proton Center, Zhuozhou, Hebei Province, 072750, China
| | - Kai-Wei Yang
- Department of Urology, Peking University First Hospital, Beijing 100034, China
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Javaid H, Barberis A, Chervova O, Nassiri I, Voloshin V, Sato Y, Ogawa S, Fairfax B, Buffa F, Humphrey TC. A role for SETD2 loss in tumorigenesis through DNA methylation dysregulation. BMC Cancer 2023; 23:721. [PMID: 37528416 PMCID: PMC10394884 DOI: 10.1186/s12885-023-11162-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 07/07/2023] [Indexed: 08/03/2023] Open
Abstract
SETD2-dependent H3 Lysine-36 trimethylation (H3K36me3) has been recently linked to the deposition of de-novo DNA methylation. SETD2 is frequently mutated in cancer, however, the functional impact of SETD2 loss and depletion on DNA methylation across cancer types and tumorigenesis is currently unknown. Here, we perform a pan-cancer analysis and show that both SETD2 mutation and reduced expression are associated with DNA methylation dysregulation across 21 out of the 24 cancer types tested. In renal cancer, these DNA methylation changes are associated with altered gene expression of oncogenes, tumour suppressors, and genes involved in neoplasm invasiveness, including TP53, FOXO1, and CDK4. This suggests a new role for SETD2 loss in tumorigenesis and cancer aggressiveness through DNA methylation dysregulation. Moreover, using a robust machine learning methodology, we develop and validate a 3-CpG methylation signature which is sufficient to predict SETD2 mutation status with high accuracy and correlates with patient prognosis.
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Affiliation(s)
- Hira Javaid
- Department of Oncology, University of Oxford, Oxford, OX3 7DQ, UK
| | - Alessandro Barberis
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford, OX3 9DU, UK
| | - Olga Chervova
- UCL Cancer Institute, University College London, London, WC1E 6DD, UK
| | - Isar Nassiri
- Oxford Genomics Centre, Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK
| | - Vitaly Voloshin
- Royal Botanic Gardens Kew, Kew Green, Richmond, TW9 3AE, Surrey, UK
- School of Biological and Behavioural Sciences, Queen Mary University of London, London, E1 4NS, UK
| | - Yusuke Sato
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Seishi Ogawa
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Benjamin Fairfax
- The MRC Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital/Headley Way, OX3 9DS, Oxford, UK
| | - Francesca Buffa
- Department of Oncology, University of Oxford, Oxford, OX3 7DQ, UK
| | - Timothy C Humphrey
- Department of Oncology, University of Oxford, Oxford, OX3 7DQ, UK.
- Genome Damage and Stability Centre, School of Life Sciences, University of Sussex, BN1 9RQ, Brighton, UK.
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45
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Lee J, Kim Y, Ataliotis P, Kim HG, Kim DW, Bennett DC, Brown NA, Layman LC, Kim SH. Coordination of canonical and noncanonical Hedgehog signalling pathways mediated by WDR11 during primordial germ cell development. Sci Rep 2023; 13:12309. [PMID: 37516749 PMCID: PMC10387110 DOI: 10.1038/s41598-023-38017-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 06/30/2023] [Indexed: 07/31/2023] Open
Abstract
WDR11, a gene associated with Kallmann syndrome, is important in reproductive system development but molecular understanding of its action remains incomplete. We previously reported that Wdr11-deficient embryos exhibit defective ciliogenesis and developmental defects associated with Hedgehog (HH) signalling. Here we demonstrate that WDR11 is required for primordial germ cell (PGC) development, regulating canonical and noncanonical HH signalling in parallel. Loss of WDR11 disrupts PGC motility and proliferation driven by the cilia-independent, PTCH2/GAS1-dependent noncanonical HH pathway. WDR11 modulates the growth of somatic cells surrounding PGCs by regulating the cilia-dependent, PTCH1/BOC-dependent canonical HH pathway. We reveal that PTCH1/BOC or PTCH2/GAS1 receptor context dictates SMO localisation inside or outside of cilia, respectively, and loss of WDR11 affects the signalling responses of SMO in both situations. We show that GAS1 is induced by PTCH2-specific HH signalling, which is lost in the absence of WDR11. We also provide evidence supporting a role for WDR11 in ciliogenesis through regulation of anterograde intraflagellar transport potentially via its interaction with IFT20. Since WDR11 is a target of noncanonical SMO signalling, WDR11 represents a novel mechanism by which noncanonical and canonical HH signals communicate and cooperate.
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Affiliation(s)
- Jiyoung Lee
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK
- Kernel Diagnostic Laboratories LTD, London, UK
| | - Yeonjoo Kim
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK
- The Babraham Institute, Cambridge, UK
| | - Paris Ataliotis
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK
- Institute for Medical and Biomedical Education, St. George's, University of London, London, UK
| | - Hyung-Goo Kim
- Neurological Disorders Research Center, Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Doha, Qatar
| | - Dae-Won Kim
- Department of Biochemistry, Yonsei University, Seoul, Republic of Korea
| | - Dorothy C Bennett
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK
| | - Nigel A Brown
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK
| | - Lawrence C Layman
- Section of Reproductive Endocrinology, Infertility and Genetics, Department of Obstetrics and Gynecology, Department of Neuroscience and Regenerative Medicine, Department of Physiology, Medical College of Georgia, Augusta University, Augusta, USA
| | - Soo-Hyun Kim
- Molecular and Clinical Sciences Research Institute, St. George's, University of London, London, UK.
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Tabata M, Sato Y, Kogure Y, McClure MB, Oshikawa-Kumade Y, Saito Y, Shingaki S, Ito Y, Yuasa M, Koya J, Yoshida K, Kohno T, Miyama Y, Morikawa T, Chiba K, Okada A, Ogawa S, Ushiku T, Shiraishi Y, Kume H, Kataoka K. Inter- and intra-tumor heterogeneity of genetic and immune profiles in inherited renal cell carcinoma. Cell Rep 2023; 42:112736. [PMID: 37405915 DOI: 10.1016/j.celrep.2023.112736] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 05/04/2023] [Accepted: 06/19/2023] [Indexed: 07/07/2023] Open
Abstract
Patients with von Hippel-Lindau disease (vHL) are at risk of developing spatially and temporally multiple clear cell renal cell carcinomas (ccRCCs), which offers a valuable opportunity to analyze inter- and intra-tumor heterogeneity of genetic and immune profiles within the same patient. Here, we perform whole-exome and RNA sequencing, digital gene expression, and immunohistochemical analyses for 81 samples from 51 ccRCCs of 10 patients with vHL. Inherited ccRCCs are clonally independent and have less genomic alterations than sporadic ccRCCs. Hierarchical clustering of transcriptome profiles shows two clusters with distinct immune signatures: immune hot and cold clusters. Interestingly, not only samples from the same tumors but also different tumors from the same patients tend to show a similar immune signature, whereas samples from different patients frequently exhibit different signatures. Our findings reveal the genetic and immune landscape of inherited ccRCCs, demonstrating the relevance of host factors in shaping anti-tumor immunity.
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Affiliation(s)
- Mariko Tabata
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Department of Urology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Yusuke Sato
- Department of Urology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan.
| | - Yasunori Kogure
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Marni B McClure
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Yuji Oshikawa-Kumade
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Diagnostic Division, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0182, Japan
| | - Yuki Saito
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Department of Gastroenterology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Sumito Shingaki
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Yuta Ito
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Division of Clinical Oncology and Hematology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8471, Japan
| | - Mitsuhiro Yuasa
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Junji Koya
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Kazushi Yoshida
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Yu Miyama
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Teppei Morikawa
- Department of Diagnostic Pathology, NTT Medical Center Tokyo, Tokyo 141-8625, Japan
| | - Kenichi Chiba
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Ai Okada
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Seishi Ogawa
- Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan; Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto 606-8501, Japan; Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institute, Stockholm 17177, Sweden
| | - Tetsuo Ushiku
- Department of Pathology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yuichi Shiraishi
- Division of Genome Analysis Platform Development, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Haruki Kume
- Department of Urology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Keisuke Kataoka
- Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo 104-0045, Japan; Division of Hematology, Department of Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan.
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47
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Wolf MM, Rathmell WK, de Cubas AA. Immunogenicity in renal cell carcinoma: shifting focus to alternative sources of tumour-specific antigens. Nat Rev Nephrol 2023; 19:440-450. [PMID: 36973495 PMCID: PMC10801831 DOI: 10.1038/s41581-023-00700-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2023] [Indexed: 03/29/2023]
Abstract
Renal cell carcinoma (RCC) comprises a group of malignancies arising from the kidney with unique tumour-specific antigen (TSA) signatures that can trigger cytotoxic immunity. Two classes of TSAs are now considered potential drivers of immunogenicity in RCC: small-scale insertions and deletions (INDELs) that result in coding frameshift mutations, and activation of human endogenous retroviruses. The presence of neoantigen-specific T cells is a hallmark of solid tumours with a high mutagenic burden, which typically have abundant TSAs owing to non-synonymous single nucleotide variations within the genome. However, RCC exhibits high cytotoxic T cell reactivity despite only having an intermediate non-synonymous single nucleotide variation mutational burden. Instead, RCC tumours have a high pan-cancer proportion of INDEL frameshift mutations, and coding frameshift INDELs are associated with high immunogenicity. Moreover, cytotoxic T cells in RCC subtypes seem to recognize tumour-specific endogenous retrovirus epitopes, whose presence is associated with clinical responses to immune checkpoint blockade therapy. Here, we review the distinct molecular landscapes in RCC that promote immunogenic responses, discuss clinical opportunities for discovery of biomarkers that can inform therapeutic immune checkpoint blockade strategies, and identify gaps in knowledge for future investigations.
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Affiliation(s)
- Melissa M Wolf
- Department of Medicine, Program in Cancer Biology, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - W Kimryn Rathmell
- Department of Medicine, Program in Cancer Biology, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Aguirre A de Cubas
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA.
- Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, USA.
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48
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Suárez C, Vieito M, Valdivia A, González M, Carles J. Selective HIF2A Inhibitors in the Management of Clear Cell Renal Cancer and Von Hippel-Lindau-Disease-Associated Tumors. Med Sci (Basel) 2023; 11:46. [PMID: 37489462 PMCID: PMC10366718 DOI: 10.3390/medsci11030046] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/14/2023] [Accepted: 06/20/2023] [Indexed: 07/26/2023] Open
Abstract
Von Hippel-Lindau (VHL) loss is the hallmark event characterizing the clear cell renal cancer subtype (ccRCC). Carriers of germinal VHL mutations have an increased prevalence of kidney cysts and ccRCC as well as hemangioblastoma, pheochromocytoma and pancreatic neuroendocrine tumors. In both sporadic and inherited ccRCC, the primary mechanism of VHL-mediated carcinogenesis is the abnormal stabilization of hypoxia-inducible factors (HIF1A and HIF2A). While HIF1A acts as a tumor suppressor and is frequently lost through inactivating mutations/14q chromosome deletions, HIF2A acts as an oncogene promoting the expression of its target genes (VEGF, PDGF, CAIX Oct4, among others). Selective HIF2a inhibitors block the heterodimerization between HIF2A and ARNT, stopping HIF2A-induced transcription. Several HIF2A inhibitors have entered clinical trials, where they have shown a favorable toxicity profile, characterized by anemia, fatigue and edema and promising activity in heavily pretreated ccRCC patients. Belzutifan, a second-generation HIF2a inhibitor, was the first to receive FDA approval for the treatment of unresectable ccRCC in VHL syndrome. In this review, we recapitulate the rationale for HIF2a blockade in ccRCC, summarize the development of HIF2a inhibitors from preclinical models up to its introduction to the clinic with emphasis on Belzutifan, and discuss their role in VHL disease management.
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Affiliation(s)
- Cristina Suárez
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
| | - Maria Vieito
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
| | - Augusto Valdivia
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
| | - Macarena González
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
| | - Joan Carles
- Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain
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49
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Shi X, Pang Q, Nian X, Jiang A, Shi H, Liu W, Gan X, Gao Y, Yang Y, Ji J, Tan X, Xiao C, Zhang W. Integrative transcriptome and proteome analyses of clear cell renal cell carcinoma develop a prognostic classifier associated with thrombus. Sci Rep 2023; 13:9778. [PMID: 37328520 PMCID: PMC10276054 DOI: 10.1038/s41598-023-36978-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 06/13/2023] [Indexed: 06/18/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) with venous tumor thrombus (VTT) is associated with poor prognosis. Our integrative analyses of transcriptome and proteome reveal distinctive molecular features of ccRCC with VTT, and yield the development of a prognostic classifier to facilitate ccRCC molecular subtyping and treatment. The RNA sequencing and mass spectrometry were performed in normal-tumor-thrombus tissue triples of five ccRCC patients. Statistical analysis, GO and KEGG enrichment analysis, and protein-protein interaction network construction were used to interpret the transcriptomic and proteomic data. A six-gene-based classifier was developed to predict patients' survival using Cox regression, which was validated in an independent cohort. Transcriptomic analysis identified 1131 tumorigenesis-associated differentially expressed genes (DEGs) and 856 invasion-associated DEGs. Overexpression of transcription factor EGR2 in VTT indicated its important role in tumor invasion. Furthermore, proteomic analysis showed 597 tumorigenesis-associated differentially expressed proteins (DEPs) and 452 invasion-associated DEPs. The invasion-associated DEPs showed unique enrichment in DNA replication, lysine degradation, and PPAR signaling pathway. Integration of transcriptome and proteome reveals 142 tumorigenesis-associated proteins and 84 invasion-associated proteins displaying changes consistent with corresponding genes in transcriptomic profiling. Based on their different expression patterns among normal-tumor-thrombus triples, RAB25 and GGT5 were supposed to play a consistent role in both tumorigenesis and invasion processes, while SHMT2 and CADM4 might play the opposite roles in tumorigenesis and thrombus invasion. A prognostic classifier consisting of six DEGs (DEPTOR, DPEP1, NAT8, PLOD2, SLC7A5, SUSD2) performed satisfactorily in predicting survival of ccRCC patients (HR = 4.41, P < 0.001), which was further validated in an independent cohort of 40 cases (HR = 5.52, P = 0.026). Our study revealed the transcriptomic and proteomic profiles of ccRCC patients with VTT, and identified the distinctive molecular features associated with VTT. The six-gene-based prognostic classifier developed by integrative analyses may facilitate ccRCC molecular subtyping and treatment.
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Affiliation(s)
- Xiaolei Shi
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Qingyang Pang
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Xinwen Nian
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Aimin Jiang
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Haoqing Shi
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Wenqiang Liu
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Xinxin Gan
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Yisha Gao
- Department of Pathology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Yiren Yang
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Jin Ji
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China
| | - Xiaojie Tan
- Department of Epidemiology, Naval Medical University, 800 Xiangyin Rd, Shanghai, 200433, China
| | - Chengwu Xiao
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China.
| | - Wei Zhang
- Department of Urology, Changhai Hospital, Naval Medical University, 168 Changhai Rd, Shanghai, 200433, China.
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50
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Schiavoni V, Campagna R, Pozzi V, Cecati M, Milanese G, Sartini D, Salvolini E, Galosi AB, Emanuelli M. Recent Advances in the Management of Clear Cell Renal Cell Carcinoma: Novel Biomarkers and Targeted Therapies. Cancers (Basel) 2023; 15:3207. [PMID: 37370817 DOI: 10.3390/cancers15123207] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 06/13/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Renal cell carcinoma (RCC) belongs to a heterogenous cancer group arising from renal tubular epithelial cells. Among RCC subtypes, clear cell renal cell carcinoma (ccRCC) is the most common variant, characterized by high aggressiveness, invasiveness and metastatic potential, features that lead to poor prognosis and high mortality rate. In addition, diagnosis of kidney cancer is incidental in the majority of cases, and this results in a late diagnosis, when the stage of the disease is advanced and the tumor has already metastasized. Furthermore, ccRCC treatment is complicated by its strong resistance to chemo- and radiotherapy. Therefore, there is active ongoing research focused on identifying novel biomarkers which could be useful for assessing a better prognosis, as well as new molecules which could be used for targeted therapy. In this light, several novel targeted therapies have been shown to be effective in prolonging the overall survival of ccRCC patients. Thus, the aim of this review is to analyze the actual state-of-the-art on ccRCC diagnosis, prognosis and therapeutic options, while also reporting the recent advances in novel biomarker discoveries, which could be exploited for a better prognosis or for targeted therapy.
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Affiliation(s)
- Valentina Schiavoni
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Roberto Campagna
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Valentina Pozzi
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Monia Cecati
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Giulio Milanese
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Davide Sartini
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | - Eleonora Salvolini
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
| | | | - Monica Emanuelli
- Department of Clinical Sciences, Polytechnic University of Marche, 60020 Ancona, Italy
- New York-Marche Structural Biology Center (NY-MaSBiC), Polytechnic University of Marche, 60131 Ancona, Italy
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