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Barisic S, Brahmbhatt EM, Cherkasova E, Spear TT, Savani U, Pierre S, Scurti GM, Chen L, Igboko M, Nadal R, Zeng G, Parry G, Stroncek DF, Highfill S, Dalheim AV, Reger R, Nishimura MI, Childs RW. Regression of renal cell carcinoma by T cell receptor-engineered T cells targeting a human endogenous retrovirus. J Immunother Cancer 2024; 12:e009147. [PMID: 39266213 PMCID: PMC11409391 DOI: 10.1136/jitc-2024-009147] [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] [Accepted: 07/31/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND We discovered a novel human endogenous retrovirus (CT-RCC HERV-E) that was selectively expressed in most clear cell renal cell carcinomas (ccRCC) and served as a source of antigens for T cell-mediated killing. Here, we described the cloning of a novel T cell receptor (TCR) targeting a CT-RCC HERV-E-derived antigen specific to ccRCC and characterized antitumor activity of HERV-E TCR-transduced T cells (HERV-E T cells). METHODS We isolated a CD8+ T cell clone from a patient with immune-mediated regression of ccRCC post-allogeneic stem cell transplant that recognized the CT-RCC-1 HERV-E-derived peptide in an HLA-A11-restricted manner. We used 5'Rapid Amplification of cDNA Ends (RACE) to clone the full length HERV-E TCR and generated retrovirus encoding this TCR for transduction of T cells. We characterized HERV-E T cells for phenotype and function in vitro and in a murine xenograft model. Lastly, we implemented a good manufacturing practice-compliant method for scalable production of HERV-E T cells. RESULTS The HLA-A11-restricted HERV-E-reactive TCR exhibited a CD8-dependent phenotype and demonstrated specific recognition of the CT-RCC-1 peptide. CD8+ T cells modified to express HERV-E TCR displayed potent antitumor activity against HLA-A11+ ccRCC cells expressing CT-RCC HERV-E compared with unmodified T cells. Killing by HERV-E T cells was lost when cocultured against HERV-E knockout ccRCC cells. HERV-E T cells induced regression of established ccRCC tumors in a murine model and improved survival of tumor-bearing mice. Large-scale production of HERV-E T cells under good manufacturing practice conditions generated from healthy donors retained specific antigen recognition and cytotoxicity against ccRCC. CONCLUSIONS This is the first report showing that human ccRCC cells can be selectively recognized and killed by TCR-engineered T cells targeting a HERV-derived antigen. These preclinical findings provided the foundation for evaluating HERV-E TCR-transduced T cell infusions in patients with metastatic ccRCC in a clinical trial (NCT03354390).
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Affiliation(s)
- Stefan Barisic
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Elena Cherkasova
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Timothy T Spear
- Department of Surgery, Loyola University Chicago, Chicago, Illinois, USA
| | - Ujjawal Savani
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Stephanie Pierre
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Gina M Scurti
- Department of Surgery, Loyola University Chicago, Chicago, Illinois, USA
| | - Long Chen
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Muna Igboko
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Rosa Nadal
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Gang Zeng
- T-Cure BioScience, Sherman Oaks, California, USA
| | - Gordon Parry
- T-Cure BioScience, Sherman Oaks, California, USA
| | - David F Stroncek
- Center for Cellular Engineering, Department of Transfusion Medicine, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Steven Highfill
- Center for Cellular Engineering, Department of Transfusion Medicine, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Annika V Dalheim
- Department of Surgery, Loyola University Chicago, Chicago, Illinois, USA
| | - Robert Reger
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Richard W Childs
- Laboratory of Transplantation Immunotherapy, Cellular and Molecular Therapeutics Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, USA
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Yu J, Zhao B, Yu Y. Identification and Validation of Cytotoxicity-Related Features to Predict Prognostic and Immunotherapy Response in Patients with Clear Cell Renal Cell Carcinoma. Genet Res (Camb) 2024; 2024:3468209. [PMID: 39247556 PMCID: PMC11379509 DOI: 10.1155/2024/3468209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 05/29/2024] [Accepted: 08/10/2024] [Indexed: 09/10/2024] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) is a renal cortical malignancy with a complex pathogenesis. Identifying ideal biomarkers to establish more accurate promising prognostic models is crucial for the survival of kidney cancer patients. Methods Seurat R package was used for single-cell RNA-sequencing (scRNA-seq) data filtering, dimensionality reduction, clustering, and differentially expressed genes analysis. Gene coexpression network analysis (WGCNA) was performed to identify the cytotoxicity-related module. The independent cytotoxicity-related risk model was established by the survival R package, and Kaplan-Meier (KM) survival analysis and timeROC with area under the curve (AUC) were employed to confirm the prognosis and effectiveness of the risk model. The risk and prognosis in patients suffering from ccRCC were predicted by establishing a nomogram. A comparison of the level of immune infiltration in different risk groups and subtypes using the CIBERSORT, MCP-counter, and TIMER methods, as well as assessment of drug sensitivity to conventional chemotherapeutic agents in risk groups using the pRRophetic package, was made. Results Eleven ccRCC subpopulations were identified by single-cell sequencing data from the GSE224630 dataset. The identified cytotoxicity-related T-cell cluster and module genes defined three cytotoxicity-related molecular subtypes. Six key genes (SOWAHB, SLC16A12, IL20RB, SLC12A8, PLG, and HHLA2) affecting prognosis risk genes were selected for developing a risk model. A nomogram containing the RiskScore and stage revealed that the RiskScore contributed the most and exhibited excellent predicted performance for prognosis in the calibration plots and decision curve analysis (DCA). Notably, high-risk patients with ccRCC demonstrate a poorer prognosis with higher immune infiltration characteristics and TIDE scores, whereas low-risk patients are more likely to benefit from immunotherapy. Conclusions A ccRCC survival prognostic model was produced based on the cytotoxicity-related signature, which had important clinical significance and may provide guidance for ccRCC treatment.
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Affiliation(s)
- Junxiao Yu
- Department of Urology The First Affiliated Hospital of Harbin Medical University, Harbin 150010, China
| | - Bowen Zhao
- Department of Oral and Maxillofacial Surgery The First Affliated Hospital of Harbin Medical University, Harbin 150010, China
| | - You Yu
- Department of Newborn Surgery The Sixth Affiliated Hospital of Harbin Medical University, Harbin 150023, China
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Zhang W, Zhao E, Li Z, Liu W, Wang J, Hou W, Zhang N, Yu Y, Li X, You B. Hexokinase HK3-mediated O-GlcNAcylation of EP300: a key regulator of PD-L1 expression and immune evasion in ccRCC. Cell Death Dis 2024; 15:613. [PMID: 39179546 PMCID: PMC11343739 DOI: 10.1038/s41419-024-06921-1] [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: 02/01/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 08/26/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) demonstrates enhanced glycolysis, critically contributing to tumor development. Programmed death-ligand 1 (PD-L1) aids tumor cells in evading T-cell-mediated immune surveillance. Yet, the specific mechanism by which glycolysis influences PD-L1 expression in ccRCC is not fully understood. Our research identified that the glycolysis-related gene (GRG) HK3 has a unique correlation with PD-L1 expression. HK3 has been identified as a key regulator of O-GlcNAcylation in ccRCC. O-GlcNAcylation exists on the serine 900 (Ser900) site of EP300 and can enhance its stability and oncogenic activity by preventing ubiquitination. Stably expressed EP300 works together with TFAP2A as a co-transcription factor to promote PD-L1 transcription and as an acetyltransferase to stabilize PD-L1 protein. Furthermore, ccRCC exhibits interactive dynamics with tumor-associated macrophages (TAMs). The uridine 5'-diphospho-N-acetylglucosamine (UDP-GlcNAc), which serves as a critical substrate for the O-GlcNAcylation process, facilitates TAMs polarization. In ccRCC cells, HK3 expression is influenced by IL-10 secreted by M2 TAMs. Our study elucidates that HK3-mediated O-GlcNAcylation of EP300 is involved in tumor immune evasion. This finding suggests potential strategies to enhance the efficacy of immune checkpoint blockade therapy.
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Affiliation(s)
- Wei Zhang
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Enyang Zhao
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zhuolun Li
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Weiyang Liu
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jinpeng Wang
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
- Future Medical Laboratory, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wenbin Hou
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Nan Zhang
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yang Yu
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xuedong Li
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Bosen You
- Department of Urology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
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Choueiri TK, Powles T, Peltola K, de Velasco G, Burotto M, Suarez C, Ghatalia P, Iacovelli R, Lam ET, Verzoni E, Gümüş M, Stadler WM, Kollmannsberger C, Melichar B, Venugopal B, Gross-Goupil M, Poprach A, De Santis M, Schutz FA, Park SH, Nosov DA, Porta C, Lee JL, Garcia-Del-Muro X, Biscaldi E, Manneh Kopp R, Oya M, He L, Wang A, Perini RF, Vickery D, Albiges L, Rini B. Belzutifan versus Everolimus for Advanced Renal-Cell Carcinoma. N Engl J Med 2024; 391:710-721. [PMID: 39167807 DOI: 10.1056/nejmoa2313906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
BACKGROUND Belzutifan, a hypoxia-inducible factor 2α inhibitor, showed clinical activity in clear-cell renal-cell carcinoma in early-phase studies. METHODS In a phase 3, multicenter, open-label, active-controlled trial, we enrolled participants with advanced clear-cell renal-cell carcinoma who had previously received immune checkpoint and antiangiogenic therapies and randomly assigned them, in a 1:1 ratio, to receive 120 mg of belzutifan or 10 mg of everolimus orally once daily until disease progression or unacceptable toxic effects occurred. The dual primary end points were progression-free survival and overall survival. The key secondary end point was the occurrence of an objective response (a confirmed complete or partial response). RESULTS A total of 374 participants were assigned to belzutifan, and 372 to everolimus. At the first interim analysis (median follow-up, 18.4 months), the median progression-free survival was 5.6 months in both groups; at 18 months, 24.0% of the participants in the belzutifan group and 8.3% in the everolimus group were alive and free of progression (two-sided P = 0.002, which met the prespecified significance criterion). A confirmed objective response occurred in 21.9% of the participants (95% confidence interval [CI], 17.8 to 26.5) in the belzutifan group and in 3.5% (95% CI, 1.9 to 5.9) in the everolimus group (P<0.001, which met the prespecified significance criterion). At the second interim analysis (median follow-up, 25.7 months), the median overall survival was 21.4 months in the belzutifan group and 18.1 months in the everolimus group; at 18 months, 55.2% and 50.6% of the participants, respectively, were alive (hazard ratio for death, 0.88; 95% CI, 0.73 to 1.07; two-sided P = 0.20, which did not meet the prespecified significance criterion). Grade 3 or higher adverse events of any cause occurred in 61.8% of the participants in the belzutifan group (grade 5 in 3.5%) and in 62.5% in the everolimus group (grade 5 in 5.3%). Adverse events led to discontinuation of treatment in 5.9% and 14.7% of the participants, respectively. CONCLUSIONS Belzutifan showed a significant benefit over everolimus with respect to progression-free survival and objective response in participants with advanced clear-cell renal-cell carcinoma who had previously received immune checkpoint and antiangiogenic therapies. Belzutifan was associated with no new safety signals. (Funded by Merck Sharp and Dohme, a subsidiary of Merck; LITESPARK-005 ClinicalTrials.gov number, NCT04195750.).
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Affiliation(s)
- Toni K Choueiri
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Thomas Powles
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Katriina Peltola
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Guillermo de Velasco
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Mauricio Burotto
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Cristina Suarez
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Pooja Ghatalia
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Roberto Iacovelli
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Elaine T Lam
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Elena Verzoni
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Mahmut Gümüş
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Walter M Stadler
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Christian Kollmannsberger
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Bohuslav Melichar
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Balaji Venugopal
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Marine Gross-Goupil
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Alexandr Poprach
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Maria De Santis
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Fabio A Schutz
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Se Hoon Park
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Dmitry A Nosov
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Camillo Porta
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Jae Lyun Lee
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Xavier Garcia-Del-Muro
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Elisa Biscaldi
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Ray Manneh Kopp
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Mototsugu Oya
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Li He
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Aobo Wang
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Rodolfo F Perini
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Donna Vickery
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Laurence Albiges
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
| | - Brian Rini
- From Dana-Farber Cancer Institute, Boston (T.K.C.); Barts Cancer Centre, Queen Mary University of London BRC, Royal Free NHS Trust, London (T.P.), and Beatson West of Scotland Cancer Centre and the University of Glasgow, Glasgow (B.V.) - all in the United Kingdom; HUS Helsinki University Hospital, Comprehensive Cancer Center, Helsinki (K.P.); University Hospital 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid (G.V.), and Medical Oncology, Vall d´Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d´Hebron Barcelona Hospital Campus (C.S.), and Institute Catalan of Oncology-ICO-IDIBELL University of Barcelona (X.G.-M.), Barcelona - all in Spain; Bradford Hill Clinical Research Center, Santiago, Chile (M.B.); Fox Chase Cancer Center, Philadelphia (P.G.); Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome (R.I.), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan (E.V.), the University of Bari "A. Moro" and Azienda Ospedaliera Policlinico di Bari, Bari (C.P.), and Fondazione Salvatore Maugeri clinica del lavoro, Pavia (E.B.) - all in Italy; the University of Colorado Cancer Center, Aurora (E.T.L.); Istanbul Medeniyet University, Prof. Dr. Suleyman Yalcin City Hospital, Istanbul, Turkey (M.G.); the University of Chicago Medical Center, Chicago (W.M.S.); BC Cancer-Vancouver Center, Vancouver, BC, Canada (C.K.); the Department of Oncology, Palacký University and University Hospital, Olomouc (B.M.), and the Department of Comprehensive Cancer Care and Faculty of Medicine, Masaryk Memorial Cancer Institute and Masaryk University, Brno (A.P.) - both in the Czech Republic; University Hospital Bordeaux-Hôpital Saint-André, Bordeaux (M.G.-G.), and Département de Médecine Oncologique, Gustave Roussy, Université Paris Saclay, Villejuif (L.A.) - both in France; Charité Universitaetsmedizin Berlin, Department of Urology, Berlin (M.D.S.); the Department of Urology, Medical University of Vienna, Vienna (M.D.S.); BP-A Beneficencia Portuguesa de São Paulo, Sao Paulo (F.A.S.); Samsung Medical Center, Sungkyunkwan University School of Medicine (S.H.P.), and Asan Medical Center, University of Ulsan College of Medicine (J.L.L.) - both in Seoul, South Korea; Central Clinical Hospital with Polyclinic, Moscow (D.A.N.); Sociedad de Oncología y Hematología del Cesar, Valledupar, Colombia (R.M.K.); Keio University Hospital, Tokyo (M.O.); Merck, Rahway, NJ (L.H., A.W., R.F.P., D.V.); and Vanderbilt Ingram Cancer Center, Nashville (B.R.)
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5
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Zhao Q, Hong B, Zhang X, Xue J, Guo S, Zhang N. Frequent gene mutations and the correlations with clinicopathological features in clear cell renal cell carcinoma: preliminary study based on Chinese population and TCGA database. BMC Urol 2024; 24:170. [PMID: 39123175 PMCID: PMC11312251 DOI: 10.1186/s12894-024-01559-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND Large-scale sequencing plays important roles in revealing the genomic map of ccRCC and predicting prognosis and therapeutic response to targeted drugs. However, the relevant clinical data is still sparse in Chinese population. METHODS Fresh tumor specimens were collected from 66 Chinese ccRCC patients, then the genomic RNAs were subjected to whole transcriptome sequencing (WTS). We comprehensively analyzed the frequently mutated genes from our hospital's cohort as well as TCGA-KIRC cohort. RESULTS VHL gene is the most frequently mutated gene in ccRCC. In our cohort, BAP1 and PTEN are significantly associated with a higher tumor grade and DNM2 is significantly associated with a lower tumor grade. The mutant type (MT) groups of BAP1 or PTEN, BAP1 or SETD2, BAP1 or TP53, BAP1 or MTOR, BAP1 or FAT1 and BAP1 or AR had a significantly correlation with higher tumor grade in our cohort. Moreover, we identified HMCN1 was a hub mutant gene which was closely related to worse prognosis and may enhance anti-tumor immune responses. CONCLUSIONS In this preliminary research, we comprehensively analyzed the frequently mutated genes in the Chinese population and TCGA database, which may bring new insights to the diagnosis and medical treatment of ccRCC.
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Affiliation(s)
- Qiang Zhao
- Department of Urology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Baoan Hong
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, 100029, P. R. China
| | - Xuezhou Zhang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, 100029, P. R. China
| | - Jia Xue
- Data Science and Bioinformatics, Crown Bioscience Inc., Suzhou, China
| | - Sheng Guo
- Data Science and Bioinformatics, Crown Bioscience Inc., Suzhou, China
| | - Ning Zhang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, 100029, P. R. China.
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Shi N, Chen S, Wang D, Wu T, Zhang N, Chen M, Ding X. MDK promotes M2 macrophage polarization to remodel the tumour microenvironment in clear cell renal cell carcinoma. Sci Rep 2024; 14:18254. [PMID: 39107475 PMCID: PMC11303797 DOI: 10.1038/s41598-024-69183-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024] Open
Abstract
The efficacy of immunotherapy for clear cell renal cell carcinoma (ccRCC), especially advanced ccRCC, is limited, presenting a clinical challenge. This limitation is closely tied to the immune regulation network. Understanding the heterogeneity of the tumour microenvironment (TME) is crucial for developing advanced ccRCC therapies. Using publicly available ccRCC data (scRNA-seq, bulk RNA-seq, and somatic mutation data), a multiomics study was performed to explore TME heterogeneity. Three distinct ccRCC immune subtypes were identified through combined scRNA-seq and bulk RNA-seq analysis. A prognostic model based on unique cell signalling molecules in immunosuppressive tumour subtype was validated in the TCGA and CheckMate cohorts. MDK emerged as a critical regulatory gene in the immunosuppressive subtype, predicting a poor ccRCC prognosis and a poor immunotherapy response. MDK promotes M2 macrophage polarization via the MDK-LRP1 interaction, and the inhibition of MDK suppressed M2 polarization. This study revealed the heterogeneity of the ccRCC TME and a reliable prognostic model, shedding light on the vital role of MDK in the immunosuppressive TME and paving the way for optimized ccRCC immunotherapy.
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Affiliation(s)
- Naipeng Shi
- Department of Urology, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Saisai Chen
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Dong Wang
- Department of Urology, Nantong Tongzhou Hospital of Traditional Chinese Medicine, Nantong, China
| | - Tiange Wu
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Nieke Zhang
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Ming Chen
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
| | - Xuefei Ding
- Department of Urology, Northern Jiangsu People's Hospital, Yangzhou, China.
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Feng K, Zhou S, Sheng Y, Lu K, Li C, Liu W, Kong H, Liu H, Mu Y, Zhang L, Zhang Q, Wang J. Disulfidptosis-Related LncRNA Signatures for Prognostic Prediction in Kidney Renal Clear Cell Carcinoma. Clin Genitourin Cancer 2024; 22:102095. [PMID: 38833825 DOI: 10.1016/j.clgc.2024.102095] [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: 02/16/2024] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 06/06/2024]
Abstract
INTRODUCTION BACKGROUND Disulfidptosis is a prevalent apoptotic mechanism, intrinsically linked to cancer prognosis. However, the specific involvement of disulfidptosis-related long non-coding RNA (DRLncRNAs) in Kidney renal clear cell carcinoma (KIRC) remains incompletely understood. This study aims to elucidate the potential prognostic significance of disulfidptosis-related LncRNAs in KIRC. MATERIALS AND METHODS Expression profiles and clinical data of KIRC patients were retrieved from the TCGA database to discern differentially expressed DRLncRNAs correlated with overall survival. Cox univariate analysis, Lasso Regression, and Cox multivariate analysis were used to construct a clinical prediction model. RESULTS Six signatures, namely FAM83C.AS1, AC136475.2, AC121338.2, AC026401.3, AC254562.3, and AC000050.2, were established to evaluate overall survival (OS) in the context of Kidney renal clear cell carcinoma (KIRC) in this study. Survival analysis and ROC curves demonstrated the strong predictive performance of the associated signature. The nomogram exhibited accurate prognostic predictions for overall patient survival, offering substantial clinical utility. Gene set enrichment analysis revealed that risk signals were enriched in various immune-related pathways. Furthermore, the risk features exhibited significant correlations with immune cells, immune function, immune cell infiltration, and immune checkpoints. CONCLUSION This study has unveiled, for the first time, six disulfdptosis-related LncRNA signatures, laying a solid foundation for enhanced and precise prognostic predictions in KIRC.
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Affiliation(s)
- Kunlun Feng
- Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Shanshan Zhou
- Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, China
| | - Yawen Sheng
- Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Ke Lu
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Chenghua Li
- International Office, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Wenhui Liu
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Hui Kong
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Haoxiang Liu
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Yu Mu
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Lu Zhang
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
| | - Qingxiang Zhang
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
| | - Jingwen Wang
- The second affiliated hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
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8
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Wang H, Zhang L, Liu H, Yang Y, Lu W, Cao X, Yang X, Qin Q, Song R, Feng D, Wang S, Bai T, He J. PDZK1 confers sensitivity to sunitinib in clear cell renal cell carcinoma by suppressing the PDGFR-β pathway. Br J Cancer 2024; 131:347-360. [PMID: 38822145 PMCID: PMC11263541 DOI: 10.1038/s41416-024-02725-4] [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: 09/11/2023] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND Sunitinib has emerged as the primary treatment for advanced or metastatic clear cell renal cell carcinoma (ccRCC) due to its significant improvement in patients' average survival time. However, drug resistance and adverse effects of sunitinib pose challenges to its clinical benefits. METHODS The differentially expressed genes (DEGs) associated with sunitinib sensitivity and resistance in ccRCC were investigated. Cell counting kit-8, plate colony formation, flow cytometry and subcutaneous xenograft tumor model assays were employed to explore the effects of PDZK1 on ccRCC. Further research on the molecular mechanism was conducted through western blot, co-immunoprecipitation, immunofluorescence co-localization and immunohistochemical staining. RESULTS We elucidated that PDZK1 is significantly downregulated in sunitinib-resistant ccRCC specimens, and PDZK1 negatively regulates the phosphorylation of PDGFR-β and the activation of its downstream pathways through interaction with PDGFR-β. The dysregulated low levels of PDZK1 contribute to inadequate inhibition of cell proliferation, tumor growth, and insensitivity to sunitinib treatment. Notably, our preclinical investigations showed that miR-15b antagomirs enhance sunitinib cytotoxic effects against ccRCC cells by upregulating PDZK1 levels, suggesting their potential in overcoming sunitinib resistance. CONCLUSIONS Our findings establish the miR-15b/PDZK1/PDGFR-β axis as a promising therapeutic target and a novel predictor for ccRCC patients' response to sunitinib treatment.
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MESH Headings
- Sunitinib/pharmacology
- Sunitinib/therapeutic use
- Carcinoma, Renal Cell/drug therapy
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/metabolism
- Humans
- Receptor, Platelet-Derived Growth Factor beta/metabolism
- Receptor, Platelet-Derived Growth Factor beta/genetics
- Kidney Neoplasms/drug therapy
- Kidney Neoplasms/pathology
- Kidney Neoplasms/genetics
- Kidney Neoplasms/metabolism
- Animals
- Drug Resistance, Neoplasm/genetics
- Mice
- Cell Line, Tumor
- Cell Proliferation/drug effects
- Xenograft Model Antitumor Assays
- MicroRNAs/genetics
- Signal Transduction/drug effects
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- Female
- Gene Expression Regulation, Neoplastic/drug effects
- Male
- Mice, Nude
- Membrane Proteins/genetics
- Membrane Proteins/metabolism
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Affiliation(s)
- Haibo Wang
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Beijing Laboratory of Oral Health, Capital Medical University, Beijing, People's Republic of China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China
| | - Lijie Zhang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Hua Liu
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
| | - Yumeng Yang
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
| | - Wenxiu Lu
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
| | - Xuedi Cao
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
| | - Xiaomei Yang
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China
| | - Qiong Qin
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China
| | - Ran Song
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China
| | - Duiping Feng
- Department of Interventional Radiology, First Hospital of Shanxi Medical University, Taiyuan, People's Republic of China
| | - Songlin Wang
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Beijing Laboratory of Oral Health, Capital Medical University, Beijing, People's Republic of China
- Salivary Gland Disease Center and Molecular Laboratory for Gene Therapy and Tooth Regeneration, School of Stomatology, Capital Medical University, Beijing, People's Republic of China
| | - Tao Bai
- Department of Pathology, First Hospital of Shanxi Medical University, Taiyuan, People's Republic of China.
| | - Junqi He
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China.
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9
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Zheng J, Lu W, Wang C, Chen S, Zhang Q, Su C. Unfolding the mysteries of heterogeneity from a high-resolution perspective: integration analysis of single-cell multi-omics and spatial omics revealed functionally heterogeneous cancer cells in ccRCC. Aging (Albany NY) 2024; 16:10943-10971. [PMID: 38944814 PMCID: PMC11272124 DOI: 10.18632/aging.205974] [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: 09/19/2023] [Accepted: 05/16/2024] [Indexed: 07/01/2024]
Abstract
The genomic landscape of clear cell renal cell carcinoma (ccRCC) has a considerable intra-tumor heterogeneity, which is a significant obstacle in the field of precision oncology and plays a pivotal role in metastasis, recurrence, and therapeutic resistance of cancer. The mechanisms of intra-tumor heterogeneity in ccRCC have yet to be fully established. We integrated single-cell RNA sequencing (scRNA-seq) and transposase-accessible chromatin sequencing (scATAC-seq) data from a single-cell multi-omics perspective. Based on consensus non-negative matrix factorization (cNMF) algorithm, functionally heterogeneous cancer cells were classified into metabolism, inflammatory, and EMT meta programs, with spatial transcriptomics sequencing (stRNA-seq) providing spatial information of such disparate meta programs of cancer cells. The bulk RNA sequencing (RNA-seq) data revealed high clinical prognostic values of functionally heterogeneous cancer cells of three meta programs, with transcription factor regulatory network and motif activities revealing the key transcription factors that regulate functionally heterogeneous ccRCC cells. The interactions between varying meta programs and other cell subpopulations in the microenvironment were investigated. Finally, we assessed the sensitivity of cancer cells of disparate meta programs to different anti-cancer agents. Our findings inform on the intra-tumor heterogeneity of ccRCC and its regulatory networks and offers new perspectives to facilitate the designs of rational therapeutic strategies.
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Affiliation(s)
- Jie Zheng
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Wenhao Lu
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Chengbang Wang
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Shaohua Chen
- Department of Urology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Qingyun Zhang
- Department of Urology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Cheng Su
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
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10
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Zhang Y, Huang X, Yu M, Zhang M, Zhao L, Yan Y, Zhang L, Wang X. The integrate profiling of single-cell and spatial transcriptome RNA-seq reveals tumor heterogeneity, therapeutic targets, and prognostic subtypes in ccRCC. Cancer Gene Ther 2024; 31:917-932. [PMID: 38480978 DOI: 10.1038/s41417-024-00755-x] [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] [Received: 12/06/2023] [Revised: 02/20/2024] [Accepted: 02/27/2024] [Indexed: 06/23/2024]
Abstract
Clear-cell renal cell carcinoma (ccRCC) is the most common type of RCC; however, the intratumoral heterogeneity in ccRCC remains unclear. We first identified markers and biological features of each cell cluster using bioinformatics analysis based on single-cell and spatial transcriptome RNA-sequencing data. We found that gene copy number loss on chromosome 3p and amplification on chromosome 5q were common features in ccRCC cells. Meanwhile, NNMT and HILPDA, which are associated with the response to hypoxia and metabolism, are potential therapeutic targets for ccRCC. In addition, CD8+ exhausted T cells (LAG3+ HAVCR2+), CD8+ proliferated T cells (STMN+), and M2-like macrophages (CD68+ CD163+ APOC1+), which are closely associated with immunosuppression, played vital roles in ccRCC occurrence and development. These results were further verified by whole exome sequencing, cell line and xenograft experiments, and immunofluorescence staining. Finally, we divide patients with ccRCC into three subtypes using unsupervised cluster analysis. and generated a classifier to reproduce these subtypes using the eXtreme Gradient Boosting algorithm. Our classifier can help clinicians evaluate prognosis and design personalized treatment strategies for ccRCC. In summary, our work provides a new perspective for understanding tumor heterogeneity and will aid in the design of antitumor therapeutic strategies for ccRCC.
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Affiliation(s)
- Yanlong Zhang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Shanxi Medical University, Shanxi Bethune Hospital, Taiyuan, Shanxi, China
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Beijing Institute of Infectious Diseases, Beijing, 100015, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Department of Urology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Xuefeng Huang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Beijing Institute of Infectious Diseases, Beijing, 100015, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
| | - Minghang Yu
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
- Beijing Institute of Infectious Diseases, Beijing, 100015, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
| | - Menghan Zhang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China
| | - Li Zhao
- Shanxi Medical University, Shanxi Bethune Hospital, Taiyuan, Shanxi, China
| | - Yong Yan
- Department of Urology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
| | - Liyun Zhang
- Shanxi Medical University, Shanxi Bethune Hospital, Taiyuan, Shanxi, China.
| | - Xi Wang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China.
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China.
- Beijing Institute of Infectious Diseases, Beijing, 100015, China.
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, China.
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11
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Zhang M, Xu T, Tong D, Yu X, Liu B, Jiang L, Liu K. MiR-136-5p in cancer: Roles, mechanisms, and chemotherapy resistance. Gene 2024; 909:148265. [PMID: 38346459 DOI: 10.1016/j.gene.2024.148265] [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: 09/11/2023] [Revised: 01/25/2024] [Accepted: 02/06/2024] [Indexed: 02/29/2024]
Abstract
MicroRNAs (miRNAs) have emerged as important regulators of gene expression, and the deregulation of their activity has been linked to the onset and progression of a variety of human malignancies. Among these miRNAs, miR-136-5p has attracted significant attention due to its diverse roles in cancer biology. Mostly, miR-136-5p is downregulated in malignancies. It could inhibit viability, proliferation, migration, invasion and promote apoptosis of tumor cells. This review article provides a comprehensive overview of the current understanding of miR-136-5p in different sorts of human cancers: genital tumors, head and neck tumors, tumors from the digestive and urinary systems, skin cancers, neurologic tumors, pulmonary neoplasms and other cancers by discussing its molecular mechanisms, functional roles, and impact in chemotherapies. In conclusion, miR-136-5p could be a promising new biomarker and potential clinical therapeutic target.
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Affiliation(s)
- Manlin Zhang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Tongtong Xu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Deming Tong
- Department of General Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Xiaodan Yu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Boya Liu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Lili Jiang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Kuiran Liu
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
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12
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Weng KQ, Liu JY, Li H, She LL, Qiu JL, Qi H, Qi HY, Li YS, Dai YB. Identification of Treg-related prognostic molecular subtypes and individualized characteristics in clear cell renal cell carcinoma through single-cell transcriptomes and bulk RNA sequencing. Int Immunopharmacol 2024; 130:111746. [PMID: 38442575 DOI: 10.1016/j.intimp.2024.111746] [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: 01/03/2024] [Accepted: 02/20/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND In clear cell renal cell carcinoma (ccRCC), the role of Regulatory T cells (Treg cells) as prognostic and immunotherapy response predictors is not fully explored. METHODS Analyzing renal clear cell carcinoma datasets from TISCH, TCGA, and GEO, we focused on 8 prognostic Treg genes to study patient subtypes in ccRCC. We assessed Treg subtypes in relation to patient prognosis, tumor microenvironment, metabolism. Using Cox regression and principal component analysis, we devised Treg scores for individual patient characterization and explored the molecular role of C1QL1, a critical gene in the Treg model, through in vivo and in vitro studies. RESULTS Eight Treg-associated prognostic genes were identified, classifying ccRCC patients into cluster A and B. Cluster A patients showed poorer prognosis with distinct clinical and molecular profiles, potentially benefiting more from immunotherapy. Low Treg scores correlated with worse outcomes and clinical progression. Low scores also suggested that patients might respond better to immunotherapy and targeted therapies. In ccRCC, C1QL1 knockdown reduced tumor proliferation and invasion via NF-kb-EMT pathways and decreased Treg cell infiltration, enhancing immune efficacy. CONCLUSIONS The molecular subtype and Treg score in ccRCC, based on Treg cell marker genes, are crucial in personalizing ccRCC treatment and underscore C1QL1's potential as a tumor biomarker and target for immunotherapy.
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Affiliation(s)
- Kang Qiang Weng
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Jin Yu Liu
- The Affiliated Hospital of Putian University, 999 DongZhen East Rd, Putian 351100, Fujian, China.
| | - Hu Li
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Lin Lu She
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Jun Liang Qiu
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Hao Qi
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Hui Yue Qi
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
| | - Yong Sheng Li
- Department of Urology, Fujian Province, Fujian Medical University Union Hospital, Gulou District, 29 Xin-quan Road, Fuzhou, China.
| | - Ying Bo Dai
- Department of Urology, Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, China; Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Zhuhai, Guangdong, China.
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13
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Chen W, Zhao X, Lu Y, Wang H, Wang X, Wang Y, Liang C, Jia Z, Ma W. Clinical significance, molecular characterization, and immune microenvironment analysis of coagulation-related genes in clear cell renal cell carcinoma. CANCER INNOVATION 2024; 3:e105. [PMID: 38948537 PMCID: PMC11212306 DOI: 10.1002/cai2.105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/17/2023] [Accepted: 09/30/2023] [Indexed: 07/02/2024]
Abstract
Background Numerous studies have revealed a tight connection between tumor development and the coagulation system. However, the effects of coagulation on the prognosis and tumor microenvironment (TME) of clear cell renal cell carcinoma (ccRCC) remain poorly understood. Methods We employed the consensus clustering method to characterize distinct molecular subtypes associated with coagulation patterns. Subsequently, we examined variations in the overall survival (OS), genomic profiles, and TME characteristics between these subtypes. To develop a prognostic coagulation-related risk score (CRRS) model, we utilized the least absolute shrinkage and selection operator Cox regression and stepwise multivariate Cox regression analyses. We also created a nomogram to aid in the clinical application of the risk score, evaluating the relationships between the CRRS and the immune microenvironment, responsiveness to immunotherapy, and targeted treatment. The clinical significance of PLAUR and its biological function in ccRCC were also further analyzed. Results There were significant differences in clinical features, prognostic stratification, genomic variation, and TME characteristics between the two coagulation-related subtypes. We established and validated a CRRS using six coagulation-related genes that can be employed as an effective indicator of risk stratification and prognosis estimation for ccRCC patients. Significant variations in survival outcomes were observed between the high- and low-risk groups. The nomogram was proficient in predicting the 1-, 3-, and 5-year OS. Additionally, the CRRS emerged as a novel tool for evaluating the clinical effectiveness of immunotherapy and targeted treatments in ccRCC. Moreover, we confirmed upregulated PLAUR expression in ccRCC samples that was significantly correlated with poor patient prognosis. PLAUR knockdown notably inhibited ccRCC cell proliferation and migration. Conclusion Our data suggested that CRRS may be employed as a reliable predictive biomarker that can provide therapeutic benefits for immunotherapy and targeted therapy in ccRCC.
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Affiliation(s)
- Weihao Chen
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Xupeng Zhao
- School of MedicineNankai UniversityTianjinChina
| | - Yongliang Lu
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Hanfeng Wang
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Xiyou Wang
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Yi Wang
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Chen Liang
- Medical Service DepartmentThe PLA General HospitalBeijingChina
| | - Zhuomin Jia
- Department of UrologyThe Third Medical Center of PLA General HospitalBeijingChina
| | - Wei Ma
- Senior Department of Otolaryngology‐Head & Neck SurgeryThe Sixth Medical Center of PLA General HospitalBeijingChina
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14
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Tomić T, Tomić D, Vukoja M, Kraljević M, Ljevak I, Glamočlija U, Tomić V, Vukojević K, Beljan Perak R, Šoljić V. Clinical Significance and Expression Pattern of RIP5 and VGLL4 in Clear Cell Renal Cell Carcinoma Patients Treated with Sunitinib. Biomedicines 2024; 12:149. [PMID: 38255254 PMCID: PMC10813538 DOI: 10.3390/biomedicines12010149] [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: 12/04/2023] [Revised: 12/18/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
While clear cell renal cell carcinoma (ccRCC) is curable, advanced metastatic (mRCC) remains a clinical challenge. We analyzed clinical, pathohistological, and molecular data (Receptor Interacting Protein 5-RIP5 and Vestigial Like Family Member 4-VGLL4 expression) of 55 mRCC patients treated with first-line treatment with sunitinib. The trend of linear increase in the protein expression of RIP5 was observed with the progression of tumor grade. Overall, 80% of RIP5-positive cells were in the control kidneys and high-grade mRCC. On the contrary, RIP5 displayed low expression in grade 2 mRCC (5.63%). The trend of linear decrease in the expression of VGLL4 was observed with the progression of tumor grade. The highest protein expression of VGLL4 was observed in grade 2 (87.82%) in comparison to grade 3 and 4 and control. High expression of RIP5 mRNA was associated with longer first-line overall survival and longer progression-free survival in mRCC. In addition, a high VGLL4 mRNA expression showed better overall survival in patients with ccRCC. In conclusion, high mRNA expression of RIP5 and VGLL4 are important markers of better survival rates in mRCC patients.
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Affiliation(s)
- Tanja Tomić
- Faculty of Health Studies, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina; (T.T.); (I.L.); (V.T.); (V.Š.)
| | - Davor Tomić
- Department of Urology, University Hospital Center Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
- Laboratory of Morphology, Department of Histology and Embryology, School of Medicine, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
| | - Martina Vukoja
- Laboratory of Morphology, Department of Histology and Embryology, School of Medicine, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
| | - Marija Kraljević
- Department of Oncology, University Hospital Center Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
| | - Ivona Ljevak
- Faculty of Health Studies, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina; (T.T.); (I.L.); (V.T.); (V.Š.)
| | - Una Glamočlija
- Faculty of Pharmacy, University of Sarajevo, Zmaja od Bosne 8, 71000 Sarajevo, Bosnia and Herzegovina;
| | - Vajdana Tomić
- Faculty of Health Studies, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina; (T.T.); (I.L.); (V.T.); (V.Š.)
- Laboratory of Morphology, Department of Histology and Embryology, School of Medicine, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
- Department of Gynecology, University Hospital Center Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina
| | - Katarina Vukojević
- Faculty of Health Studies, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina; (T.T.); (I.L.); (V.T.); (V.Š.)
- Laboratory of Morphology, Department of Histology and Embryology, School of Medicine, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
- Department of Anatomy, Histology and Embryology, University of Split School of Medicine, Šoltanska 2, 21000 Split, Croatia
| | - Renata Beljan Perak
- Department of Pathology, Forensic Medicine and Cytology, University Hospital of Split, Spinčićeva 1, 21000 Split, Croatia;
| | - Violeta Šoljić
- Faculty of Health Studies, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina; (T.T.); (I.L.); (V.T.); (V.Š.)
- Laboratory of Morphology, Department of Histology and Embryology, School of Medicine, University of Mostar, Bijeli Brijeg bb, 88000 Mostar, Bosnia and Herzegovina;
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15
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Zheng J, Liu F, Su C. Unveiling the hidden AP-1: revealing the crucial role of AP-1 in ccRCC at single-cell resolution. Mol Cancer 2023; 22:209. [PMID: 38114996 PMCID: PMC10731896 DOI: 10.1186/s12943-023-01913-9] [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: 10/26/2023] [Accepted: 12/07/2023] [Indexed: 12/21/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC), as the most common histological subtype of kidney cancer, has been reported to originate primarily from proximal tubule (PT) cells in the kidney. However, the current research on its associated molecular mechanisms remains relatively limited. In our study, we analyzed multiple single-cell multi-omics datasets obtained from various research teams, revealing the significant role of the activator protein 1 (AP-1) in ccRCC tumorigenesis. The motif activity analysis of transcription factors (TFs) showed a predominant activation of AP-1 in ccRCC cancer cells compared to PT cells. Furthermore, our findings at single-cell resolution revealed a notable absence of AP-1 expression in PT cells when compared to ccRCC cancer cells. In bulk-RNA of discovery cohort, no differential expression of AP-1 was detected in normal kidney and ccRCC samples, which may be attributed to confounding effects in bulk-RNA sequencing. Meanwhile, spatial transcriptomics analysis demonstrated a broader expression range of the AP-1 compared to the ccRCC marker CA9. Moreover, we observed chromatin accessibility of the AP-1 in various cell-types, including PT cells, suggesting that the transcriptional expression of AP-1 in PT cells may be influenced by subsequent transcriptional modifications, reflecting the complex regulatory mechanism of AP-1 transcription. These findings provide important insights for a deeper understanding of the function and regulatory mechanisms of AP-1 in ccRCC, thereby establishing a theoretical foundation for future clinical research and the development of treatment strategies.
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Affiliation(s)
- Jie Zheng
- Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Fengling Liu
- Department of Hematology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China
| | - Cheng Su
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.
- Center for Genomic and Personalized Medicine, Guangxi key Laboratory for Genomic and Personalized Medicine, Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi, China.
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16
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Wu Y, Chen S, Yang X, Sato K, Lal P, Wang Y, Shinkle AT, Wendl MC, Primeau TM, Zhao Y, Gould A, Sun H, Mudd JL, Hoog J, Mashl RJ, Wyczalkowski MA, Mo CK, Liu R, Herndon JM, Davies SR, Liu D, Ding X, Evrard YA, Welm BE, Lum D, Koh MY, Welm AL, Chuang JH, Moscow JA, Meric-Bernstam F, Govindan R, Li S, Hsieh J, Fields RC, Lim KH, Ma CX, Zhang H, Ding L, Chen F. Combining the Tyrosine Kinase Inhibitor Cabozantinib and the mTORC1/2 Inhibitor Sapanisertib Blocks ERK Pathway Activity and Suppresses Tumor Growth in Renal Cell Carcinoma. Cancer Res 2023; 83:4161-4178. [PMID: 38098449 PMCID: PMC10722140 DOI: 10.1158/0008-5472.can-23-0604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 07/17/2023] [Accepted: 09/25/2023] [Indexed: 12/18/2023]
Abstract
Current treatment approaches for renal cell carcinoma (RCC) face challenges in achieving durable tumor responses due to tumor heterogeneity and drug resistance. Combination therapies that leverage tumor molecular profiles could offer an avenue for enhancing treatment efficacy and addressing the limitations of current therapies. To identify effective strategies for treating RCC, we selected ten drugs guided by tumor biology to test in six RCC patient-derived xenograft (PDX) models. The multitargeted tyrosine kinase inhibitor (TKI) cabozantinib and mTORC1/2 inhibitor sapanisertib emerged as the most effective drugs, particularly when combined. The combination demonstrated favorable tolerability and inhibited tumor growth or induced tumor regression in all models, including two from patients who experienced treatment failure with FDA-approved TKI and immunotherapy combinations. In cabozantinib-treated samples, imaging analysis revealed a significant reduction in vascular density, and single-nucleus RNA sequencing (snRNA-seq) analysis indicated a decreased proportion of endothelial cells in the tumors. SnRNA-seq data further identified a tumor subpopulation enriched with cell-cycle activity that exhibited heightened sensitivity to the cabozantinib and sapanisertib combination. Conversely, activation of the epithelial-mesenchymal transition pathway, detected at the protein level, was associated with drug resistance in residual tumors following combination treatment. The combination effectively restrained ERK phosphorylation and reduced expression of ERK downstream transcription factors and their target genes implicated in cell-cycle control and apoptosis. This study highlights the potential of the cabozantinib plus sapanisertib combination as a promising treatment approach for patients with RCC, particularly those whose tumors progressed on immune checkpoint inhibitors and other TKIs. SIGNIFICANCE The molecular-guided therapeutic strategy of combining cabozantinib and sapanisertib restrains ERK activity to effectively suppress growth of renal cell carcinomas, including those unresponsive to immune checkpoint inhibitors.
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Affiliation(s)
- Yige Wu
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Siqi Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Xiaolu Yang
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Kazuhito Sato
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Preet Lal
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Yuefan Wang
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Andrew T. Shinkle
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Michael C. Wendl
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
- McKelvey School of Engineering, Washington University in St. Louis, St. Louis, Missouri
| | - Tina M. Primeau
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Yanyan Zhao
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Alanna Gould
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Hua Sun
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Jacqueline L. Mudd
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Jeremy Hoog
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - R. Jay Mashl
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Matthew A. Wyczalkowski
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Chia-Kuei Mo
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - Ruiyang Liu
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
| | - John M. Herndon
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri
- Department of Surgery, Washington University in St. Louis, St. Louis, Missouri
| | - Sherri R. Davies
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Di Liu
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Xi Ding
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Yvonne A. Evrard
- Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Bryan E. Welm
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - David Lum
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Mei Yee Koh
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Alana L. Welm
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Jeffrey H. Chuang
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Jeffrey A. Moscow
- Investigational Drug Branch, National Cancer Institute, Bethesda, Maryland
| | | | - Ramaswamy Govindan
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
| | - Shunqiang Li
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
| | - James Hsieh
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
| | - Ryan C. Fields
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
| | - Kian-Huat Lim
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
| | - Cynthia X. Ma
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland
| | - Li Ding
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri
| | - Feng Chen
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri
- Department of Genetics, Washington University in St. Louis, St. Louis, Missouri
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Pan Z, Huang J, Song H, Xiao Y, Liu T, Zeng Y, Zhu H, Yang K. PLCL1 suppresses tumour progression by regulating AMPK/mTOR-mediated autophagy in renal cell carcinoma. Aging (Albany NY) 2023; 15:10407-10427. [PMID: 37801481 PMCID: PMC10599749 DOI: 10.18632/aging.205085] [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: 06/08/2023] [Accepted: 09/09/2023] [Indexed: 10/08/2023]
Abstract
Autophagy has been increasingly recognized as a critical regulatory mechanism in the maintenance of cellular homeostasis. A previous study showed that phospholipase C-like protein 1 (PLCL1) is associated with lipid metabolism in renal cell carcinoma (RCC). However, it is unclear whether PLCL1 regulates autophagy, thereby influencing the progression of RCC. Bioinformatics analysis of five microarray datasets revealed that expression of PLCL1 is decreased in tumours and is positively correlated with prognosis in RCC patients. Three independent public datasets, clinical RCC tissues and RCC cell lines, were validated using real-time qPCR, western blotting and immunohistochemistry. Using wound healing and transwell assays, we observed that elevated PLCL1 levels decreased the migratory distance and the invasive number of 786-O and ACHN cells, but PLCL1 knockdown reversed these changes in 769P cell lines compared to those in controls. The results of flow cytometry analysis indicated that PLCL1 promotes apoptosis. Moreover, transcriptional analysis based on stable overexpression of PLCL1 in 786-O cells revealed that PLCL1 is related to autophagy, and western blotting and autophagic experimental results further verified these findings. Mechanistic investigations confirmed that PLCL1 activates the AMPK/mTOR pathway and interacts with decidual protein induced by progesterone (DEPP). Collectively, our data suggest that PLCL1 functions as a suppressor of RCC progression by activating the AMPK/mTOR pathway, interacting with DEPP, initiating autophagy and inducing apoptosis. PLCL1 may be a promising therapeutic target for the diagnosis and treatment of ccRCC patients.
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Affiliation(s)
- Zhou Pan
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Jing Huang
- Division of Nephrology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Huajie Song
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Yusha Xiao
- Department of Cardiovascular Surgery, Zhongnan Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Ting Liu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Yan Zeng
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Hengcheng Zhu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
| | - Kang Yang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan 443002, P.R. China
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18
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Wen X, Shen J, De Miglio MR, Zeng D, Sechi LA. Endogenous retrovirus group FRD member 1 is a potential biomarker for prognosis and immunotherapy for kidney renal clear cell carcinoma. Front Cell Infect Microbiol 2023; 13:1252905. [PMID: 37780849 PMCID: PMC10534008 DOI: 10.3389/fcimb.2023.1252905] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/29/2023] [Indexed: 10/03/2023] Open
Abstract
Introduction The activation of endogenous retroviral (ERV) genes in kidney renal clear cell carcinoma (KIRC) suggests the necessity for further research on their functions. Methods In this study, KIRC and healthy cohorts were obtained from TGGA and GEO datasets. Subsequently, differential analysis and functional annotation were conducted using GO, KEGG, and GSEA. Clinical outcomes were then observed and utilized in the development of a nomogram. Results We observed the general low expression of ERVFRD-1 in KIRC tumors compared to normal tissue (P < 0.001) across multiple cohorts. Differential analysis and functional annotation using GO, KEGG, GSEA analysis revealed significant involvement of ERVFRD-1 in tumor immunoregulation: a close relation to the infiltration levels of mast cells and Treg cell (P < 0.001) and occurrence with a variety of immune markers. Methylation status was then applied to uncover potential mechanisms of ERVFRD-1 in KIRC. Notably, higher expression levels of ERVFRD-1 were associated with extended overall survival, disease-specific survival, and progression-free survival. Finally, based on Cox regression analysis, we constructed a nomogram incorporating ERVFRD-1, pathologic T, and age, which exhibited promising predictive power in assessing the survival outcomes of KIRC patients. Discussion To sum up, our study suggests that ERVFRD-1 plays a role in regulating immunological activity within the tumor microenvironment and is associated with overall survival in KIRC patients. ERVFRD-1 may therefore be a sensitive biomarker for diagnosis, immunotherapy, and prognosis assessment of KIRC.
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Affiliation(s)
- Xiaofen Wen
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Jiaxin Shen
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
- Department of Hematology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Maria Rosaria De Miglio
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - De Zeng
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Leonardo A. Sechi
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
- Struttura Complessa (SC) Microbiologia e Virologia, Azienda Ospedaliera Universitaria, Sassari, Italy
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19
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Chen J, Lin Y, Zheng S, Chen Q, Tang S, Zhong X. CBX3 promotes clear cell renal carcinoma through PI3K/AKT activation and aberrant immunity. J Transl Med 2023; 21:600. [PMID: 37674204 PMCID: PMC10483741 DOI: 10.1186/s12967-023-04478-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 08/27/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND A chromobox homologue 3 (CBX3) is elevated in various cancers and significantly contributes to the promotion of malignant behavior; despite this, its exact involvement in clear cell renal cell carcinoma (ccRCC) is yet unknown. METHODS The Cancer Genome Atlas database served to evaluate CBX3 production and its connection to survival in patients with ccRCC. Our team evaluated the effects of knockdown of CBX3 levels in ccRCC cell populations using in vitro together with in vivo models. CBX3, proteins related to death, and epithelial-to-mesenchymal transition (EMT)-related proteins were measured in ccRCC cells using western blotting and immunohistochemical assays. Through the analysis of Kyoto Encyclopedia of Genes and Genomes (KEGG) and GeneOntology (GO) and Gene Set Enrichment Analysis (GSEA), the biological processes and signal pathways related to CBX3 expression were identified. Immune-related activity reduced by CBX3 was assessed using various online tools. RESULTS Both genomic and protein expression showed that CBX3 was upregulated in ccRCC. Further functional analyses revealed that CBX3 played a crucial role in enhancing cell growth, migration, and EMT in vitro along with in vivo. Moreover, the study results provided distinct mechanistic evidence that CBX3 exerts its pathological functions in ccRCC by activating the PI3K/AKT pathway. Finally, immunoassays revealed that CBX3, a possible biomarker of ccRCC, was significantly associated with immunity. CONCLUSIONS Our results suggest that the overexpression of CBX3 promotes ccRCC advancement through PI3K/AKT activation and even immunological dysregulation, making it a potentially viable and beneficial therapeutic target.
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Affiliation(s)
- Jiasheng Chen
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Yuxin Lin
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Shukai Zheng
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Qingshan Chen
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Shijie Tang
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Xiaoping Zhong
- Department of Burns and Plastic Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China.
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20
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Wang L, Zhu Y, Ren Z, Sun W, Wang Z, Zi T, Li H, Zhao Y, Qin X, Gao D, Zhang L, He Z, Le W, Wu Q, Wu G. An immunogenic cell death-related classification predicts prognosis and response to immunotherapy in kidney renal clear cell carcinoma. Front Oncol 2023; 13:1147805. [PMID: 37681027 PMCID: PMC10482408 DOI: 10.3389/fonc.2023.1147805] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 08/03/2023] [Indexed: 09/09/2023] Open
Abstract
Introduction Immunogenic cell death (ICD) is a form of regulated cell death that activates an adaptive immune response in an immunocompetent host and is particularly sensitive to antigens from tumor cells. Kidney clear cell carcinoma (KIRC) is an immunogenic tumor with extensive tumor heterogeneity. However, no reliable predictive biomarkers have been identified to reflect the immune microenvironment and therapeutic response of KIRC. Methods Therefore, we used the CIBERSORT and ESTIMATE algorithms to define three ICD clusters based on the expression of ICD-related genes in 661 KIRC patients. Subsequently, we identified three different ICD gene clusters based on the overlap of differentially expressed genes (DEGs) within the ICD clusters. In addition, principal component analysis (PCA) was performed to calculate the ICD scores. Results The results showed that patients with reduced ICD scores had a poorer prognosis and reduced transcript levels of immune checkpoint genes regulated with T cell differentiation. Furthermore, the ICD score was negatively correlated with the tumor mutation burden (TMB) value of KICD. patients with higher ICD scores showed clinical benefits and advantages of immunotherapy, indicating that the ICD score is an accurate and valid predictor to assess the effect of immunotherapy. Discussion Overall, our study presents a comprehensive KICD immune-related ICD landscape that can provide guidance for current immunotherapy and predict patient prognosis to help physicians make judgments about the patient's disease and treatment modalities, and can guide current research on immunotherapy strategies for KICD.
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Affiliation(s)
- Licheng Wang
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yaru Zhu
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Zhen Ren
- School of Biomedical Engineering, Dalian University of Technology, Dalian, China
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wenhuizi Sun
- Department of Obstetrics and Gynecology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Zhijing Wang
- Department of Gastroenterology and Hepatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Tong Zi
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Haopeng Li
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yan Zhao
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xin Qin
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Dacheng Gao
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Libo Zhang
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ziyang He
- Research Center for Translational Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wei Le
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Qiang Wu
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Gang Wu
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
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21
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Wang Y, Wang Y, Liu B, Gao X, Li Y, Li F, Zhou H. Mapping the tumor microenvironment in clear cell renal carcinoma by single-cell transcriptome analysis. Front Genet 2023; 14:1207233. [PMID: 37533434 PMCID: PMC10392130 DOI: 10.3389/fgene.2023.1207233] [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: 04/17/2023] [Accepted: 07/06/2023] [Indexed: 08/04/2023] Open
Abstract
Introduction: Clear cell renal cell carcinoma (ccRCC) is associated with unfavorable clinical outcomes. To identify viable therapeutic targets, a comprehensive understanding of intratumoral heterogeneity is crucial. In this study, we conducted bioinformatic analysis to scrutinize single-cell RNA sequencing data of ccRCC tumor and para-tumor samples, aiming to elucidate the intratumoral heterogeneity in the ccRCC tumor microenvironment (TME). Methods: A total of 51,780 single cells from seven ccRCC tumors and five para-tumor samples were identified and grouped into 11 cell lineages using bioinformatic analysis. These lineages included tumor cells, myeloid cells, T-cells, fibroblasts, and endothelial cells, indicating a high degree of heterogeneity in the TME. Copy number variation (CNV) analysis was performed to compare CNV frequencies between tumor and normal cells. The myeloid cell population was further re-clustered into three major subgroups: monocytes, macrophages, and dendritic cells. Differential expression analysis, gene ontology, and gene set enrichment analysis were employed to assess inter-cluster and intra-cluster functional heterogeneity within the ccRCC TME. Results: Our findings revealed that immune cells in the TME predominantly adopted an inflammatory suppression state, promoting tumor cell growth and immune evasion. Additionally, tumor cells exhibited higher CNV frequencies compared to normal cells. The myeloid cell subgroups demonstrated distinct functional properties, with monocytes, macrophages, and dendritic cells displaying diverse roles in the TME. Certain immune cells exhibited pro-tumor and immunosuppressive effects, while others demonstrated antitumor and immunostimulatory properties. Conclusion: This study contributes to the understanding of intratumoral heterogeneity in the ccRCC TME and provides potential therapeutic targets for ccRCC treatment. The findings emphasize the importance of considering the diverse functional roles of immune cells in the TME for effective therapeutic interventions.
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Affiliation(s)
- Yuxiong Wang
- Department of Urology, The First Hospital of Jilin University, Jilin, China
| | - Yishu Wang
- Key Laboratory of Pathobiology, Ministry of Education, Jilin University, Jilin, China
| | - Bin Liu
- Department of Urology, The First Hospital of Jilin University, Jilin, China
| | - Xin Gao
- Department of Urology, The First Hospital of Jilin University, Jilin, China
| | - Yunkuo Li
- Department of Urology, The First Hospital of Jilin University, Jilin, China
| | - Faping Li
- Department of Urology, The First Hospital of Jilin University, Jilin, China
| | - Honglan Zhou
- Department of Urology, The First Hospital of Jilin University, Jilin, China
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22
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Gui Z, Du J, Wu N, Shen N, Yang Z, Yang H, Wang X, Zhao N, Zeng Z, Wei R, Ma W, Wang C. Immune regulation and prognosis indicating ability of a newly constructed multi-genes containing signature in clear cell renal cell carcinoma. BMC Cancer 2023; 23:649. [PMID: 37438709 DOI: 10.1186/s12885-023-11150-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 07/04/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) is the most common renal malignancy, although newly developing targeted therapy and immunotherapy have been showing promising effects in clinical treatment, the effective biomarkers for immune response prediction are still lacking. The study is to construct a gene signature according to ccRCC immune cells infiltration landscape, thus aiding clinical prediction of patients response to immunotherapy. METHODS Firstly, ccRCC transcriptome expression profiles from Gene Expression Omnibus (GEO) database as well as immune related genes information from IMMPORT database were combine applied to identify the differently expressed meanwhile immune related candidate genes in ccRCC comparing to normal control samples. Then, based on protein-protein interaction network (PPI) and following module analysis of the candidate genes, a hub gene cluster was further identified for survival analysis. Further, LASSO analysis was applied to construct a signature which was in succession assessed with Kaplan-Meier survival, Cox regression and ROC curve analysis. Moreover, ccRCC patients were divided as high and low-risk groups based on the gene signature followed by the difference estimation of immune treatment response and exploration of related immune cells infiltration by TIDE and Cibersort analysis respectively among the two groups of patients. RESULTS Based on GEO and IMMPORT databases, a total of 269 differently expressed meanwhile immune related genes in ccRCC were identified, further PPI network and module analysis of the 269 genes highlighted a 46 genes cluster. Next step, Kaplan-Meier and Cox regression analysis of the 46 genes identified 4 genes that were supported to be independent prognosis indicators, and a gene signature was constructed based on the 4 genes. Furthermore, after assessing its prognosis indicating ability by both Kaplan-Meier and Cox regression analysis, immune relation of the signature was evaluated including its association with environment immune score, Immune checkpoint inhibitors expression as well as immune cells infiltration. Together, immune predicting ability of the signature was preliminary explored. CONCLUSIONS Based on ccRCC genes expression profiles and multiple bioinformatic analysis, a 4 genes containing signature was constructed and the immune regulation of the signature was preliminary explored. Although more detailed experiments and clinical trials are needed before potential clinical use of the signature, the results shall provide meaningful insight into further ccRCC immune researches.
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Affiliation(s)
- Ziwei Gui
- Department of Pathology, Second Clinical Medical College of ShanXi Medical University, Tai Yuan City, ShanXi Province, China
| | - Juan Du
- Department of Pathology, Second Clinical Medical College of ShanXi Medical University, Tai Yuan City, ShanXi Province, China
| | - Nan Wu
- Department of Anesthesiology, Second Hospital of ShanXi Medical University, Tai Yuan, ShanXi Province, China
| | - Ningning Shen
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China
| | - Zhiqing Yang
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China
| | - Huijun Yang
- Department of Pathology, Second Clinical Medical College of ShanXi Medical University, Tai Yuan City, ShanXi Province, China
| | - Xuzhi Wang
- Department of Pathology, Second Clinical Medical College of ShanXi Medical University, Tai Yuan City, ShanXi Province, China
| | - Na Zhao
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China
| | - Zixin Zeng
- Department of Pathology, Second Clinical Medical College of ShanXi Medical University, Tai Yuan City, ShanXi Province, China
| | - Rong Wei
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China
| | - Wenxia Ma
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China.
| | - Chen Wang
- Department of Pathology, Second Hospital of ShanXi Medical University, No.382 Wuyi Road, Tai Yuan, ShanXi Province, 030000, China.
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23
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Liu H, Luo Y, Zhao S, Tan J, Chen M, Liu X, Ye J, Cai S, Deng Y, Li J, He H, Zhang X, Zhong W. A reactive oxygen species-related signature to predict prognosis and aid immunotherapy in clear cell renal cell carcinoma. Front Oncol 2023; 13:1202151. [PMID: 37496661 PMCID: PMC10367095 DOI: 10.3389/fonc.2023.1202151] [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: 04/07/2023] [Accepted: 06/09/2023] [Indexed: 07/28/2023] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) is a malignant disease containing tumor-infiltrating lymphocytes. Reactive oxygen species (ROS) are present in the tumor microenvironment and are strongly associated with cancer development. Nevertheless, the role of ROS-related genes in ccRCC remains unclear. Methods We describe the expression patterns of ROS-related genes in ccRCC from The Cancer Genome Atlas and their alterations in genetics and transcription. An ROS-related gene signature was constructed and verified in three datasets and immunohistochemical staining (IHC) analysis. The immune characteristics of the two risk groups divided by the signature were clarified. The sensitivity to immunotherapy and targeted therapy was investigated. Results Our signature was constructed on the basis of glutamate-cysteine ligase modifier subunit (GCLM), interaction protein for cytohesin exchange factors 1 (ICEF1), methionine sulfoxide reductase A (MsrA), and strawberry notch homolog 2 (SBNO2) genes. More importantly, protein expression levels of GCLM, MsrA, and SBNO2 were detected by IHC in our own ccRCC samples. The high-risk group of patients with ccRCC suffered lower overall survival rates. As an independent predictor of prognosis, our signature exhibited a strong association with clinicopathological features. An accurate nomogram for improving the clinical applicability of our signature was constructed. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses showed that the signature was closely related to immune response, immune activation, and immune pathways. The comprehensive results revealed that the high-risk group was associated with high infiltration of regulatory T cells and CD8+ T cells and more benefited from targeted therapy. In addition, immunotherapy had better therapeutic effects in the high-risk group. Conclusion Our signature paved the way for assessing prognosis and developing more effective strategies of immunotherapy and targeted therapy in ccRCC.
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Affiliation(s)
- Hongxiang Liu
- School of Medicine, Jinan University, Guangzhou, China
- Department of Urology, The First People’s Hospital of Zhaoqing, Zhaoqing, China
| | - Yong Luo
- Department of Urology, The Second People’s Hospital of Foshan, Affiliated Foshan Hospital of Southern Medical University, Foshan, China
| | - Shankun Zhao
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, China
| | - Jing Tan
- Department of Pediatrics, The First People’s Hospital of Zhaoqing, Zhaoqing, China
| | - Minjian Chen
- Department of Urology, The First People’s Hospital of Zhaoqing, Zhaoqing, China
| | - Xihai Liu
- Department of Urology, The First People’s Hospital of Zhaoqing, Zhaoqing, China
| | - Jianheng Ye
- Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Shanghua Cai
- Urology Key Laboratory of Guangdong Province, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
- Guangzhou Medical University, Guangzhou Laboratory, Guangzhou, China
| | - Yulin Deng
- Urology Key Laboratory of Guangdong Province, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Jinchuang Li
- Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Huichan He
- Guangzhou Medical University, Guangzhou Laboratory, Guangzhou, China
| | - Xin Zhang
- Department of Pathology, The Second People’s Hospital of Foshan, Affiliated Foshan Hospital of Southern Medical University, Foshan, China
| | - Weide Zhong
- School of Medicine, Jinan University, Guangzhou, China
- Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
- Urology Key Laboratory of Guangdong Province, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
- Guangzhou Medical University, Guangzhou Laboratory, Guangzhou, China
- Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Macau, Macao SAR, China
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24
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Perelli L, Carbone F, Zhang L, Huang JK, Le C, Khan H, Citron F, Del Poggetto E, Gutschner T, Tomihara H, Soeung M, Minelli R, Srinivasan S, Peoples M, Lam TNA, Lundgren S, Xia R, Zhu C, Mohamed AMT, Zhang J, Sircar K, Sgambato A, Gao J, Jonasch E, Draetta GF, Futreal A, Bakouny Z, Van Allen EM, Choueiri T, Signoretti S, Msaouel P, Litchfield K, Turajlic S, Wang L, Chen YB, Di Natale RG, Hakimi AA, Giuliani V, Heffernan TP, Viale A, Bristow CA, Tannir NM, Carugo A, Genovese G. Interferon signaling promotes tolerance to chromosomal instability during metastatic evolution in renal cancer. NATURE CANCER 2023; 4:984-1000. [PMID: 37365326 PMCID: PMC10368532 DOI: 10.1038/s43018-023-00584-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/18/2023] [Indexed: 06/28/2023]
Abstract
Molecular routes to metastatic dissemination are critical determinants of aggressive cancers. Through in vivo CRISPR-Cas9 genome editing, we generated somatic mosaic genetically engineered models that faithfully recapitulate metastatic renal tumors. Disruption of 9p21 locus is an evolutionary driver to systemic disease through the rapid acquisition of complex karyotypes in cancer cells. Cross-species analysis revealed that recurrent patterns of copy number variations, including 21q loss and dysregulation of the interferon pathway, are major drivers of metastatic potential. In vitro and in vivo genomic engineering, leveraging loss-of-function studies, along with a model of partial trisomy of chromosome 21q, demonstrated a dosage-dependent effect of the interferon receptor genes cluster as an adaptive mechanism to deleterious chromosomal instability in metastatic progression. This work provides critical knowledge on drivers of renal cell carcinoma progression and defines the primary role of interferon signaling in constraining the propagation of aneuploid clones in cancer evolution.
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Affiliation(s)
- Luigi Perelli
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Federica Carbone
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Nerviano Medical Sciences, NMS Group Spa, Milan, Italy
| | - Li Zhang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Justin K Huang
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Courtney Le
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hania Khan
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Francesca Citron
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Edoardo Del Poggetto
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tony Gutschner
- Junior Research Group 'RNA Biology and Pathogenesis', Medical Faculty, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Hideo Tomihara
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Melinda Soeung
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rosalba Minelli
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sanjana Srinivasan
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael Peoples
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Truong Nguyen Anh Lam
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sebastian Lundgren
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ruohan Xia
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cihui Zhu
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alaa M T Mohamed
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kanishka Sircar
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alessandro Sgambato
- Dipartimento Universitario di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Rome, Italy
| | - JianJun Gao
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eric Jonasch
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Giulio F Draetta
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ziad Bakouny
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Toni Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sabina Signoretti
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Pavlos Msaouel
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, USA
| | | | | | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ying Bei Chen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Renzo G Di Natale
- Department of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Ari Hakimi
- Department of Urology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Virginia Giuliani
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Timothy P Heffernan
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrea Viale
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher A Bristow
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nizar M Tannir
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alessandro Carugo
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Biology, IRBM S.p.A., Rome, Italy.
| | - Giannicola Genovese
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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25
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Wu J, Wang S, Liu Y, Zhang T, Wang X, Miao C. Integrated single-cell and bulk characterization of cuproptosis key regulator PDHB and association with tumor microenvironment infiltration in clear cell renal cell carcinoma. Front Immunol 2023; 14:1132661. [PMID: 37350959 PMCID: PMC10282190 DOI: 10.3389/fimmu.2023.1132661] [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: 12/27/2022] [Accepted: 05/23/2023] [Indexed: 06/24/2023] Open
Abstract
Background Renal clear cell carcinoma (ccRCC) is one of the most prevalent cancers worldwide. Accumulating evidence revealed that copper-induced cell death played a vital role in various tumors. However, the underlying mechanism of cuproptosis with molecular heterogeneity and tumor microenvironment (TME) in ccRCC remains to be elucidated. The present study aimed to discover the biological function of cuproptosis regulators with the potential to guide clinical therapy. Methods Using Single-cell RNA-seq, bulk transcriptome and other multi-omics datasets, we identify essential cuproptosis-related hub gene PDHB for further study. The dysregulation of PDHB in ccRCC was characterized, together with survival outcomes, pathway enrichment and immune infiltration among tumor microenvironments. The functional significance and clinical association of PDHB was validated with loss of function experiments and surgical removal specimens. Results PDHB mRNA and protein expression level was significantly downregulated in ccRCC tissues compared with normal and paired normal tissues. Clinicopathological parameters and tissue microarray (TMA) indicated that PDHB was identified as a prognostic factor for survival outcomes among ccRCC patients. Additionally, low PDHB was negatively correlated with Treg cells, indicating an immunosuppressive microenvironment. Mechanistically, knockdown PDHB appeared to promote the RCC cells proliferation, migration, and invasion potentials. Subsequent studies showed that copper-induced cell death activation could overcome sunitinib resistance in RCC cells. Conclusion This research illustrated a cuproptosis-related hub gene PDHB which could serve as a potential prognostic marker and provide therapeutic benefits for clinical treatment of ccRCC patients.
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Affiliation(s)
- Jiajin Wu
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Songbo Wang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yiyang Liu
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tongtong Zhang
- Department of Urology surgery, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiaoyi Wang
- Core Facility Center, the First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, Nanjing, China
| | - Chenkui Miao
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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26
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Hong B, Zhang X, Du X, Yang D, Hu Z, Zhang X, Zhang N. Exploring the Potential Driver Gene Mutations That Promote Renal Cancer Cell Metastasis and Implantation Based on Circulating Tumor Cells Culture. Diagnostics (Basel) 2023; 13:diagnostics13111855. [PMID: 37296706 DOI: 10.3390/diagnostics13111855] [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: 04/13/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023] Open
Abstract
Studies have shown that the circulating tumor cell (CTC) is a necessary condition for the invasion and distant metastasis of renal cell carcimona (RCC). However, few CTCs-related gene mutations have been developed which could promote the metastasis and implantation of RCC. The objective of this study is to explore the potential driver gene mutations that promote RCC metastasis and implantation based on CTCs culture. Fifteen patients with primary mRCC and three healthy subjects were included, and peripheral blood was obtained. After the preparation of synthetic biological scaffolds, peripheral blood CTCs were cultured. Successful cultured CTCs were applied to construct CTCs-derived xenograft (CDX) models, followed by DNA extraction, whole exome sequencing (WES) and bioinformatics analysis. Synthetic biological scaffolds were constructed based on previously applied techniques, and peripheral blood CTCs culture was successfully performed. We then constructed CDX models and performed WES, and explored the potential driver gene mutations that may promote RCC metastasis and implantation. Bioinformatics analysis showed that KAZN and POU6F2 may be closely related to the prognosis of RCC. We successfully performed the culture of peripheral blood CTCs and, on this basis we initially explored the potential driver mutations for the metastasis and implantation of RCC.
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Affiliation(s)
- Baoan Hong
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Urology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xuezhou Zhang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Xin Du
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Urology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Dazhi Yang
- Acrogenic Biotechnologies INC, Rockville, MD 20850, USA
| | - Zhiyuan Hu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Beijing 100190, China
| | - Xiuli Zhang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Key Laboratory of Standardization and Measurement for Nanotechnology, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Beijing 100190, China
| | - Ning Zhang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
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27
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Zhang J, Deng Y, Zhang H, Zhang Z, Jin X, Xuan Y, Zhang Z, Ma X. Single-Cell RNA-Seq Analysis Reveals Ferroptosis in the Tumor Microenvironment of Clear Cell Renal Cell Carcinoma. Int J Mol Sci 2023; 24:ijms24109092. [PMID: 37240436 DOI: 10.3390/ijms24109092] [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: 04/18/2023] [Revised: 05/15/2023] [Accepted: 05/19/2023] [Indexed: 05/28/2023] Open
Abstract
In this study, we investigated the role of ferroptosis in the tumor microenvironment (TME) of clear cell renal cell carcinoma (ccRCC), the leading cause of renal cancer-related death. We analyzed single-cell data from seven ccRCC cases to determine cell types most correlated with ferroptosis and performed pseudotime analysis on three myeloid subtypes. We identified 16 immune-related ferroptosis genes (IRFGs) by analyzing differentially expressed genes between cell subgroups and between high and low immune infiltration groups in the TCGA-KIRC dataset and the FerrDb V2 database. Using univariate and multivariate Cox regression, we identified two independent prognostic genes, AMN and PDK4, and constructed an IRFG score model immune-related ferroptosis genes risk score (IRFGRs) to evaluate its prognostic value in ccRCC. The IRFGRs demonstrated excellent and stable performance for predicting ccRCC patient survival in both the TCGA training set and the ArrayExpress validation set, with an AUC range of 0.690-0.754, outperforming other commonly used clinicopathological indicators. Our findings enhance the understanding of TME infiltration with ferroptosis and identify immune-mediated ferroptosis genes associated with prognosis in ccRCC.
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Affiliation(s)
- Jing Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Yun Deng
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Hui Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Zhiyuan Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Xin Jin
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Yan Xuan
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Zhen Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
| | - Xuejun Ma
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai 200032, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai 200032, China
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Hao J, Chen Q, Feng Y, Jiang Q, Sun H, Deng B, Huang X, Guan J, Chen Q, Liu X, Wang Y, Cao P, Feng F, Li X. Combination treatment with FAAH inhibitors/URB597 and ferroptosis inducers significantly decreases the growth and metastasis of renal cell carcinoma cells via the PI3K-AKT signaling pathway. Cell Death Dis 2023; 14:247. [PMID: 37024452 PMCID: PMC10079857 DOI: 10.1038/s41419-023-05779-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 03/20/2023] [Accepted: 03/27/2023] [Indexed: 04/08/2023]
Abstract
Ferroptosis, a nonapoptotic form of programmed cell death characterized by significant iron-dependent peroxidation of phospholipids, is regulated by cellular metabolism, redox homeostasis, and various cancer-related signaling pathways. Recently, considerable progress has been made in demonstrating the critical role of lipid metabolism in regulating ferroptosis, indicating the potential of combinational strategies for treating cancer in the future. In this study, we explored the combinational effects of lipid metabolism compounds and ferroptosis inducers on renal cell carcinoma (RCC) cells. We found potent synergy of the fatty acid amide hydrolase (FAAH) inhibitor URB597 with ferroptosis inducer (1S, 3R)-RSL3 (RSL3) in inhibiting the growth and metastasis of RCC cells both in vitro and in vivo via induction of G1 cell cycle arrest and promotion of the production of lipid peroxides, malondialdehyde (MDA), 4-hydroxynonenal (4-HNE), and cytosolic reactive oxygen species (ROS). In addition, inhibition of FAAH increased the sensitivity of RCC cells to ferroptosis. Genome-wide RNA sequencing indicated that the combination of URB597 and RSL3 has more significant effects on regulation of the expression of genes related to cell proliferation, the cell cycle, cell migration and invasion, and ferroptosis than either single agent alone. Moreover, we found that combinational treatment modulated the sensitivity of RCC cells to ferroptosis via the phosphatidylinositol 3 kinase (PI3K)-AKT signaling pathway. These data demonstrate that dual targeting of FAAH and ferroptosis could be a promising strategy for treating RCC.
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Affiliation(s)
- Junfeng Hao
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
- Department of General practice medicine, Shengjing Hospital of China Medical University, Shenyang, 110022, China
| | - Qiguang Chen
- Department of Urology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - Yongmin Feng
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Qiyu Jiang
- Department of Infectious Diseases, Fifth Medical Center of Chinese PLA General Hospital, Institute of Infectious Diseases, Beijing, China
| | - Huiwei Sun
- Department of Infectious Diseases, Fifth Medical Center of Chinese PLA General Hospital, Institute of Infectious Diseases, Beijing, China
| | - Botian Deng
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Xin Huang
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
- Department of General practice medicine, Shengjing Hospital of China Medical University, Shenyang, 110022, China
| | - Jibin Guan
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Qiuping Chen
- Department of Geriatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Xincheng Liu
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Yanjin Wang
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China
| | - Peng Cao
- Department of Neurosurgery, General Hospital of Northern Theater Command, 83 Wenhua Road, Shenyang, 110016, China.
| | - Fan Feng
- Clinical Laboratory, The Fifth Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China.
| | - Xiaoyu Li
- Department of Nephrology, and Guangdong Provincial Key Laboratory of Autophagy and Major Chronic Non-communicable Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, 524001, China.
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Yang L, Wang L, Wu J, Wang Y. Circ_0000069 contributes to the growth, metastasis and glutamine metabolism in renal cell carcinoma (RCC) via regulating miR-125a-5p-dependent SLC1A5 expression. Transpl Immunol 2023; 77:101764. [PMID: 36462557 DOI: 10.1016/j.trim.2022.101764] [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: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022]
Abstract
BACKGROUND Circular RNAs (circRNAs) have emerged as critical mediators in various cancers, including renal cell carcinoma (RCC). In the present research, the functions of circ_0000069 in RCC were explored. METHODS Quantitative real-time polymerase chain reaction (qRT-PCR) assay, western blot assay and immunohistochemistry (IHC) assay were performed for the expression of circ_0000069, microRNA-125a-5p (miR-125a-5p) and solute carrier family 1 member 5 (SLC1A5). Cell Counting Kit-8 (CCK-8) assay and 5'-ethynyl-2'-deoxyuridine (EdU) assay were performed for cell proliferation. Flow cytometry assay was manipulated for cell apoptosis. Transwell assay and wound-healing assay were utilized for cell invasion and migration. Glutamine metabolism level was evaluated by examining glutamine consumption, α-ketoglutarate production and glutamate production. Dual-luciferase reporter assay was used to analyze the relationships of circ_0000069, miR-125a-5p and SLC1A5. Murine xenograft model assay was conducted to analyze the function of circ_0000069 in vivo. RESULTS Circ_0000069 level was abnormally upregulated in RCC tissues and cells. Knockdown of circ_0000069 inhibited the proliferation, invasion, migration and glutamine metabolism and promoted the apoptosis in RCC cells in vitro and restrained tumor growth in vivo. Circ_0000069 served as the sponge for miR-125a-5p. MiR-125a-5p inhibition ameliorated the effects of circ_0000069 knockdown on RCC cell malignant behaviors. SLC1A5 was identified as the target gene of miR-125a-5p. Moreover, miR-125a-5p overexpression repressed the progression of RCC cells, while SLC1A5 elevation abrogated the effect. CONCLUSION Circ_0000069 knockdown inhibited the carcinogenesis of RCC by regulating miR-125a-5p/SLC1A5 axis.
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Affiliation(s)
- Liqing Yang
- Department of Neurology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai City, Shandong Province, China
| | - Lin Wang
- Department of Urology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai City, Shandong Province, China
| | - Jitao Wu
- Department of Urology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai City, Shandong Province, China
| | - Yongqiang Wang
- Department of Urology, Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai City, Shandong Province, China.
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Liu S, Dou L, Miao M, Man X, Wei B, Jiang Z, Ouyang Y, Ozaki T, Yu M, Zhu Y. HES1-mediated down-regulation of miR-138 sustains NOTCH1 activation and promotes proliferation and invasion in renal cell carcinoma. J Exp Clin Cancer Res 2023; 42:72. [PMID: 36973704 PMCID: PMC10045948 DOI: 10.1186/s13046-023-02625-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 02/19/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Although the aberrant activation of NOTCH1 pathway causes a malignant progression of renal cell carcinoma (RCC), the precise molecular mechanisms behind the potential action of pro-oncogenic NOTCH1/HES1 axis remain elusive. Here, we examined the role of tumor suppressive miR-138-2 in the regulation of NOTCH1-HES1-mediated promotion of RCC. METHODS This study employed bioinformatics, xenotransplant mouse models, ChIP assay, luciferase reporter assay, functional experiments, real-time PCR and Western blot analysis to explore the mechanisms of miR-138-2 in the regulation of NOTCH1-HES1-mediated promotion of RCC, and further explored miR-138-2-containing combination treatment strategies. RESULTS There existed a positive correlation between down-regulation of miR-138 and the aberrant augmentation of NOTCH1/HES1 regulatory axis. Mechanistically, HES1 directly bound to miR-138-2 promoter region and thereby attenuated the transcription of miR-138-5p as well as miR-138-2-3p. Further analysis revealed that miR-138-5p as well as miR-138-2-3p synergistically impairs pro-oncogenic NOTCH1 pathway through the direct targeting of APH1A, MAML1 and NOTCH1. CONCLUSIONS Collectively, our current study strongly suggests that miR-138-2 acts as a novel epigenetic regulator of pro-oncogenic NOTCH1 pathway, and that the potential feedback regulatory loop composed of HES1, miR-138-2 and NOTCH1 contributes to the malignant development of RCC. From the clinical point of view, this feedback regulatory loop might be a promising therapeutic target to treat the patients with RCC.
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Affiliation(s)
- Shuangjie Liu
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Lei Dou
- Department of Gynecology, The First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Miao Miao
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Xiaojun Man
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Baojun Wei
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Zhaowei Jiang
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Yongze Ouyang
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Toshinori Ozaki
- Laboratory of DNA Damage Signaling, Chiba Cancer Center Research Institute, Chiba, Japan
| | - Meng Yu
- Department of Laboratory Animal Science, Key Laboratory of Transgenetic Animal Research. No, China Medical University, 77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China
| | - Yuyan Zhu
- Department of Urology, The First Hospital of China Medical University, Shenyang, 110001, China.
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Lin MJ, Tang XX, Yao GS, Tan ZP, Dai L, Wang YH, Zhu JQ, Xu QH, Mumin MA, Liang H, Wang Z, Deng Q, Luo JH, Wei JH, Cao JZ. A novel 7-chemokine-genes predictive signature for prognosis and therapeutic response in renal clear cell carcinoma. Front Pharmacol 2023; 14:1120562. [PMID: 37021054 PMCID: PMC10067584 DOI: 10.3389/fphar.2023.1120562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 03/09/2023] [Indexed: 03/22/2023] Open
Abstract
Background: Renal clear cell carcinoma (ccRCC) is one of the most prevailing type of malignancies, which is affected by chemokines. Chemokines can form a local network to regulate the movement of immune cells and are essential for tumor proliferation and metastasis as well as for the interaction between tumor cells and mesenchymal cells. Establishing a chemokine genes signature to assess prognosis and therapy responsiveness in ccRCC is the goal of this effort.Methods: mRNA sequencing data and clinicopathological data on 526 individuals with ccRCC were gathered from the The Cancer Genome Atlas database for this investigation (263 training group samples and 263 validation group samples). Utilizing the LASSO algorithm in conjunction with univariate Cox analysis, the gene signature was constructed. The Gene Expression Omnibus (GEO) database provided the single cell RNA sequencing (scRNA-seq) data, and the R package “Seurat” was applied to analyze the scRNA-seq data. In addition, the enrichment scores of 28 immune cells in the tumor microenvironment (TME) were calculated using the “ssGSEA” algorithm. In order to develop possible medications for patients with high-risk ccRCC, the “pRRophetic” package is employed.Results: High-risk patients had lower overall survival in this model for predicting prognosis, which was supported by the validation cohort. In both cohorts, it served as an independent prognostic factor. Annotation of the predicted signature’s biological function revealed that it was correlated with immune-related pathways, and the riskscore was positively correlated with immune cell infiltration and several immune checkpoints (ICs), including CD47, PDCD1, TIGIT, and LAG-3, while it was negatively correlated with TNFRSF14. The CXCL2, CXCL12, and CX3CL1 genes of this signature were shown to be significantly expressed in monocytes and cancer cells, according to scRNA-seq analysis. Furthermore, the high expression of CD47 in cancer cells suggested us that this could be a promising immune checkpoint. For patients who had high riskscore, we predicted 12 potential medications.Conclusion: Overall, our findings show that a putative 7-chemokine-gene signature might predict a patient’s prognosis for ccRCC and reflect the disease’s complicated immunological environment. Additionally, it offers suggestions on how to treat ccRCC using precision treatment and focused risk assessment.
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Affiliation(s)
- Ming-Jie Lin
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiu-Xiao Tang
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Gao-Sheng Yao
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhi-Ping Tan
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lei Dai
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ying-Han Wang
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jiang-Quan Zhu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Quan-Hui Xu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Mukhtar Adan Mumin
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Hui Liang
- Department of Urology, Affiliated Longhua People’s Hospital, Southern Medical University, Shenzhen, China
| | - Zhu Wang
- Department of Urology, Affiliated Longhua People’s Hospital, Southern Medical University, Shenzhen, China
| | - Qiong Deng
- Department of Urology, Affiliated Longhua People’s Hospital, Southern Medical University, Shenzhen, China
| | - Jun-Hang Luo
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Institute of Precision Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Jia-Zheng Cao, ; Jin-Huan Wei, ; Jun-Hang Luo,
| | - Jin-Huan Wei
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Jia-Zheng Cao, ; Jin-Huan Wei, ; Jun-Hang Luo,
| | - Jia-Zheng Cao
- Department of Urology, Jiangmen Central Hospital, Jiangmen, Guangdong, China
- *Correspondence: Jia-Zheng Cao, ; Jin-Huan Wei, ; Jun-Hang Luo,
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Howley R, Mansi M, Shinde J, Restrepo J, Chen B. Analysis of Renal Cell Carcinoma Cell Response to the Enhancement of 5-aminolevulinic Acid-mediated Protoporphyrin IX Fluorescence by Iron Chelator Deferoxamine †. Photochem Photobiol 2023; 99:787-792. [PMID: 35857390 PMCID: PMC10258817 DOI: 10.1111/php.13678] [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] [Received: 06/12/2022] [Accepted: 07/18/2022] [Indexed: 01/25/2023]
Abstract
As a tumor photodiagnostic agent, 5-aminolevulinic acid (ALA) is metabolized in the heme biosynthesis pathway to produce protoporphyrin IX (PpIX) with fluorescence. ALA-PpIX fluorescence was evaluated in human renal cell carcinoma (RCC) cell lines and non-tumor HK-2 cell lines. We found that extracellular PpIX level was correlated with ABCG2 activity, illustrating its importance as a PpIX efflux transporter. Extracellular PpIX was also related to the Km of ferrochelatase (FECH) that chelates PpIX with ferrous iron to form heme. The Vmax of FECH was higher in all RCC cell lines tested than in the HK-2 cell line. TCGA dataset analysis indicates a positive correlation between FECH expression and RCC patient survival. These findings suggest FECH as an important biomarker in RCC. Effects of iron chelator deferoxamine (DFO) on the enhancement of PpIX fluorescence were assessed. DFO increased intracellular PpIX in both tumor and non-tumor cells, resulting in no gain in tumor/non-tumor fluorescence ratios. DFO appeared to increase ALA-PpIX more at 1-h than at 4-h treatment. There was an inverse correlation between ALA-PpIX fluorescence and the enhancement effect of DFO. These results suggest that enhancement of ALA-PpIX by DFO may be limited by the availability of ferrous iron in mitochondria following ALA administration.
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Affiliation(s)
- Richard Howley
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, Saint Joseph's University, Philadelphia, PA
| | - Matthew Mansi
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, Saint Joseph's University, Philadelphia, PA
| | - Janhavi Shinde
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, Saint Joseph's University, Philadelphia, PA
| | - Juliana Restrepo
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, Saint Joseph's University, Philadelphia, PA
| | - Bin Chen
- Department of Pharmaceutical Sciences, Philadelphia College of Pharmacy, Saint Joseph's University, Philadelphia, PA
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Cano Garcia C, Nimer N, Piccinelli ML, Tappero S, Panunzio A, Barletta F, Incesu RB, Tian Z, Saad F, Kapoor A, Briganti A, Terrone C, Shariat SF, Tilki D, Antonelli A, De Cobelli O, Kluth LA, Becker A, Chun FKH, Karakiewicz PI. Differences in overall survival between clear cell metastatic renal cell carcinoma patients versus population-based controls according to race/ethnicity in the United States. Ann Epidemiol 2023; 79:65-70. [PMID: 36640918 DOI: 10.1016/j.annepidem.2023.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/29/2022] [Accepted: 01/04/2023] [Indexed: 01/13/2023]
Abstract
PURPOSE To quantify differences in five-year overall survival (OS) between clear cell metastatic renal cell carcinoma (ccmRCC) patients and age- and sex-matched population-based controls, especially when race/ethnicity is considered. METHODS We relied on the Surveillance, Epidemiology and End Results database (2006-2016) to identify newly diagnosed (2006- 2011) ccmRCC patients of either Caucasian, Hispanic, African American, or Asian/Pacific Islander race/ethnicity. For each case, we simulated an age- and sex-matched control (Monte Carlo simulation), relying on Social Security Administration Life Tables with five-year follow-up. We compared OS between ccmRCC patients and controls. Multivariable Cox regression models tested for race/ethnicity effect on OS. RESULTS Of 3067 ccmRCC patients, 2167 (71%) were Caucasians vs. 488 (16%) Hispanics vs. 216 (7%) African Americans and 196 (6%) Asians/Pacific Islanders. At five years, OS difference between ccmRCC patients vs. population-based controls was greatest in African Americans (11 vs. 94%, Δ = 84%), followed by Hispanics (16 vs. 94%, Δ = 77%), Caucasians (16 vs. 89%, Δ = 73%) and Asians/Pacific Islanders (19 vs. 88%, Δ = 70%). In multivariable Cox regression models, African Americans exhibited highest Hazard Ratio for death (HR 1.3, p= 0.003). CONCLUSION Relative to Life Tables' derived age- and sex-matched controls, ccmRCC patients exhibit drastically worse OS, especially African Americans.
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Affiliation(s)
- Cristina Cano Garcia
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Goethe University Frankfurt, University Hospital Frankfurt, Department of Urology, Germany.
| | - Nancy Nimer
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Mattia Luca Piccinelli
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Urology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Stefano Tappero
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Urology, IRCCS Policlinico San Martino, Genova, Italy; Department of Surgical and Diagnostic Integrated Sciences (DISC), University of Genova, Genova, Italy
| | - Andrea Panunzio
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata di Verona
| | - Francesco Barletta
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Division of Experimental Oncology/Unit of Urology, URI, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Reha-Baris Incesu
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada; Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Zhe Tian
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Fred Saad
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
| | - Anil Kapoor
- Division of Urology, McMaster Institute of Urology, McMaster University, Hamilton, Ontario, Canada
| | - Alberto Briganti
- Division of Experimental Oncology/Unit of Urology, URI, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Carlo Terrone
- Department of Urology, IRCCS Policlinico San Martino, Genova, Italy; Department of Surgical and Diagnostic Integrated Sciences (DISC), University of Genova, Genova, Italy
| | - Shahrokh F Shariat
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Weill Cornell Medical College, New York, NY; Department of Urology, University of Texas Southwestern, Dallas, TX; Hourani Center of Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan
| | - Derya Tilki
- Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany; Department of Urology, University Hospital Hamburg-Eppendorf, Hamburg, Germany; Department of Urology, Koc University Hospital, Istanbul, Turkey
| | - Alessandro Antonelli
- Department of Urology, University of Verona, Azienda Ospedaliera Universitaria Integrata di Verona
| | - Ottavio De Cobelli
- Department of Urology, IEO European Institute of Oncology, IRCCS, Milan, Italy
| | - Luis A Kluth
- Goethe University Frankfurt, University Hospital Frankfurt, Department of Urology, Germany
| | - Andreas Becker
- Goethe University Frankfurt, University Hospital Frankfurt, Department of Urology, Germany
| | - Felix K H Chun
- Goethe University Frankfurt, University Hospital Frankfurt, Department of Urology, Germany
| | - Pierre I Karakiewicz
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Québec, Canada
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Wan B, Yang Y, Zhang Z. Identification of Differentially Methylated Genes Associated with Clear Cell Renal Cell Carcinoma and Their Prognostic Values. JOURNAL OF ENVIRONMENTAL AND PUBLIC HEALTH 2023; 2023:8405945. [PMID: 36793506 PMCID: PMC9925242 DOI: 10.1155/2023/8405945] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/21/2022] [Accepted: 11/25/2022] [Indexed: 02/09/2023]
Abstract
Objective Renal cell carcinoma (RCC) is a heterogeneous disease comprising histologically defined subtypes among which clear cell RCC (ccRCC) accounts for 70% of all RCC cases. DNA methylation constitutes a main part of the molecular mechanism of cancer evolution and prognosis. In this study, we aim to identify differentially methylated genes related to ccRCC and their prognostic values. Methods The GSE168845 dataset was downloaded from the Gene Expression Omnibus (GEO) database to identify differentially expressed genes (DEGs) between ccRCC tissues and paired tumor-free kidney tissues. DEGs were submitted to public databases for functional and pathway enrichment analysis, protein-protein interaction (PPI) analysis, promoter methylation analysis, and survival correlation analysis. Results In the setting of |log2FC| ≥ 2 and adjusted p value <0.05 during differential expression analysis of the GSE168845 dataset, 1659 DEGs between ccRCC tissues and paired tumor-free kidney tissues were sorted out. The most enriched pathways were "T cell activation" and "cytokine-cytokine receptor interaction." After PPI analysis, 22 hub genes related to ccRCC stood out, among which CD4, PTPRC, ITGB2, TYROBP, BIRC5, and ITGAM exhibited higher methylation levels, and BUB1B, CENPF, KIF2C, and MELK exhibited lower methylation levels in ccRCC tissues compared with paired tumor-free kidney tissues. Among these differentially methylated genes, TYROBP, BIRC5, BUB1B, CENPF, and MELK were significantly correlated with the survival of ccRCC patients (p < 0.001). Conclusion Our study indicates the DNA methylation of TYROBP, BIRC5, BUB1B, CENPF, and MELK may be promising results for the prognosis of ccRCC.
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Affiliation(s)
- Bin Wan
- Department of Urology, The First People's Hospital of Jiujiang, Jiujiang, Jiangxi 332000, China
| | - Yang Yang
- Department of Urology, The First People's Hospital of Jiujiang, Jiujiang, Jiangxi 332000, China
| | - Zhuo Zhang
- Department of Urology, The First People's Hospital of Jiujiang, Jiujiang, Jiangxi 332000, China
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Gatto F, Bratulic S, Jonasch E, Limeta A, Maccari F, Galeotti F, Volpi N, Lundstam S, Nielsen J, Stierner U. Plasma and Urine Free Glycosaminoglycans as Monitoring and Predictive Biomarkers in Metastatic Renal Cell Carcinoma: A Prospective Cohort Study. JCO Precis Oncol 2023; 7:e2200361. [PMID: 36848607 DOI: 10.1200/po.22.00361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023] Open
Abstract
PURPOSE No liquid biomarkers are approved in metastatic renal cell carcinoma (mRCC) despite the need to predict and monitor response noninvasively to tailor treatment choices. Urine and plasma free glycosaminoglycan profiles (GAGomes) are promising metabolic biomarkers in mRCC. The objective of this study was to explore if GAGomes could predict and monitor response in mRCC. PATIENTS AND METHODS We enrolled a single-center prospective cohort of patients with mRCC elected for first-line therapy (ClinicalTrials.gov identifier: NCT02732665) plus three retrospective cohorts (ClinicalTrials.gov identifiers: NCT00715442 and NCT00126594) for external validation. Response was dichotomized as progressive disease (PD) versus non-PD every 8-12 weeks. GAGomes were measured at treatment start, after 6-8 weeks, and every third month in a blinded laboratory. We correlated GAGomes with response and developed scores to classify PD versus non-PD, which were used to predict response at treatment start or after 6-8 weeks. RESULTS Fifty patients with mRCC were prospectively included, and all received tyrosine kinase inhibitors (TKIs). PD correlated with alterations in 40% of GAGome features. We developed plasma, urine, and combined glycosaminoglycan progression scores that monitored PD at each response evaluation visit with the area under the receiving operating characteristic curve (AUC) of 0.93, 0.97, and 0.98, respectively. For internal validation, the scores predicted PD at treatment start with the AUC of 0.66, 0.68, and 0.74 and after 6-8 weeks with the AUC of 0.76, 0.66, and 0.75. For external validation, 70 patients with mRCC were retrospectively included and all received TKI-containing regimens. The plasma score predicted PD at treatment start with the AUC of 0.90 and at 6-8 weeks with the AUC of 0.89. The pooled sensitivity and specificity were 58% and 79% at treatment start. Limitations include the exploratory study design. CONCLUSION GAGomes changed in association with mRCC response to TKIs and may provide biologic insights into mRCC mechanisms of response.
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Affiliation(s)
- Francesco Gatto
- Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.,Department of Oncology-Pathology, Karolinska Institute, Stockholm, Sweden
| | - Sinisa Bratulic
- Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Eric Jonasch
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, MD Anderson Cancer Center of the University of Texas, Houston, TX
| | - Angelo Limeta
- Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Francesca Maccari
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Fabio Galeotti
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Nicola Volpi
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Sven Lundstam
- Department of Urology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Department of Oncology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Jens Nielsen
- Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.,BioInnovation Institute, Copenhagen, Denmark
| | - Ulrika Stierner
- Department of Oncology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Lauridsen KM, Hokland M, Al-Karradi S, Møller HJ, Donskov F, Andersen MN. Soluble CD163: a novel independent prognostic biomarker in patients with metastatic renal cell carcinoma. Cancer Immunol Immunother 2023; 72:461-473. [PMID: 35953682 DOI: 10.1007/s00262-022-03266-6] [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: 04/08/2022] [Accepted: 07/28/2022] [Indexed: 01/26/2023]
Abstract
The hemoglobin-haptoglobin scavenger receptor CD163 is present in both a membrane-bound form on monocytes and macrophages (mCD163) and a shed soluble circulating form (sCD163). CD163 is a well-described marker of M2-like tumor-associated macrophages, but in patients with metastatic renal cell carcinoma (mRCC), monocyte mCD163 and serum sCD163 levels have not previously been investigated and associated with patient overall survival (OS). Here, we report mCD163 expression on peripheral blood monocytes, as well as sCD163 serum levels, in samples from 89 patients newly diagnosed with mRCC and 20 healthy controls. We found that in mRCC patients, compared to healthy controls, monocyte mCD163 levels were reduced (P < 0.001) whereas serum sCD163 levels were increased (P = 0.004). Moreover, an inverse correlation between mCD163 and sCD163 levels (P = 0.04) was shown. In survival analyses, intermediary levels of monocyte mCD163 were associated with longest OS, compared to both lower and higher mCD163 levels, which were both associated with worse outcomes (P < 0.01). Further, higher levels of sCD163 at diagnosis were associated with poor OS in both univariate (P < 0.001) and multivariate analysis (HR = 1.28; 95%CI 1.09-1.50, P = 0.002). Importantly, stratification by low vs. high sCD163 was able to separate patients with International Metastatic RCC Database Consortium (IMDC) intermediate risk (IMDCINT) into two subgroups with different OS (P = 0.03): IMDCINT-sCD163LOW showed survival similar to IMDCFAV patients, and IMDCINT-sCD163HIGH showed survival similar to IMDCPOOR patients. Thus, baseline sCD163 is a novel independent biomarker of OS in mRCC, and using sCD163 as an add-on biomarker may improve prognostic value for patients in the heterogenous IMDC intermediate group.
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Affiliation(s)
- Kasper Munch Lauridsen
- Department of Biomedicine, Aarhus University, Høegh-Guldbergs Gade 10. Building 1115, 224, 8000, Aarhus C, Denmark.,Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Marianne Hokland
- Department of Biomedicine, Aarhus University, Høegh-Guldbergs Gade 10. Building 1115, 224, 8000, Aarhus C, Denmark.
| | - Sinan Al-Karradi
- Department of Biomedicine, Aarhus University, Høegh-Guldbergs Gade 10. Building 1115, 224, 8000, Aarhus C, Denmark
| | - Holger Jon Møller
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Frede Donskov
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark.,Department of Oncology, University Hospital of Southern Denmark, Esbjerg, Denmark
| | - Morten Nørgaard Andersen
- Department of Biomedicine, Aarhus University, Høegh-Guldbergs Gade 10. Building 1115, 224, 8000, Aarhus C, Denmark.,Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark.,Department of Hematology, Aarhus University Hospital, Aarhus, Denmark
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37
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Ni WJ, Lu H, Ma NN, Hou BB, Zeng J, Zhou H, Shao W, Meng XM. RNA N 6 -methyladenosine modifications and potential targeted therapeutic strategies in kidney disease. Br J Pharmacol 2023; 180:5-24. [PMID: 36196023 DOI: 10.1111/bph.15968] [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: 05/29/2022] [Revised: 09/13/2022] [Accepted: 09/27/2022] [Indexed: 12/14/2022] Open
Abstract
Epigenetic modifications have received increasing attention and have been shown to be extensively involved in kidney development and disease progression. Among them, the most common RNA modification, N6 -methyladenosine (m6 A), has been shown to dynamically and reversibly exert its functions in multiple ways, including splicing, export, decay and translation initiation efficiency to regulate mRNA fate. Moreover, m6 A has also been reported to exert biological effects by destabilizing base pairing to modulate various functions of RNAs. Most importantly, an increasing number of kidney diseases, such as renal cell carcinoma, acute kidney injury and chronic kidney disease, have been found to be associated with aberrant m6 A patterns. In this review, we comprehensively review the critical roles of m6 A in kidney diseases and discuss the possibilities and relevance of m6 A-targeted epigenetic therapy, with an integrated comprehensive description of the detailed alterations in specific loci that contribute to cellular processes that are associated with kidney diseases.
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Affiliation(s)
- Wei-Jian Ni
- Department of Pharmacy, Anhui Provincial Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China.,Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, Anhui, 230032, China.,Anhui Provincial Hospital, Anhui Medical University, Hefei, Anhui, 230001, China
| | - Hao Lu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, Anhui, 230032, China
| | - Nan-Nan Ma
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230601, China
| | - Bing-Bing Hou
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, China
| | - Jing Zeng
- Anhui Provincial Hospital, Anhui Medical University, Hefei, Anhui, 230001, China
| | - Hong Zhou
- Department of Pharmacy, Anhui Provincial Cancer Hospital, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230031, China
| | - Wei Shao
- School of Basic Medicine, Anhui Medical University, Hefei, Anhui, 230032, China
| | - Xiao-Ming Meng
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University, Hefei, Anhui, 230032, China
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38
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Zhang W, Liu W, Yang Y, Xiao C, Xiao Y, Tan X, Pang Q, Wu H, Hua M, Shi X. Integrative analysis of transcriptomic landscape and urinary signature reveals prognostic biomarkers for clear cell renal cell carcinoma. Front Oncol 2023; 13:1102623. [PMID: 37035174 PMCID: PMC10079990 DOI: 10.3389/fonc.2023.1102623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 03/14/2023] [Indexed: 04/11/2023] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC) patients with venous tumor thrombus (VTT) have poor prognosis. We aimed to reveal features of ccRCC with VTT and develop a urine-based prognostic classifier to predict ccRCC prognosis through integrative analyses of transcriptomic landscape and urinary signature. Methods RNA sequencing was performed in five patients with ccRCC thrombus-tumor-normal tissue triples, while mass spectrometry was performed for urine samples from 12 ccRCC and 11 healthy controls. A urine-based classifier consisting of three proteins was developed to predict patients' survival and validated in an independent cohort. Results Transcriptomic analysis identified 856 invasion-associated differentially expressed genes (DEGs). Furthermore, proteomic analysis showed 133 differentially expressed proteins (DEPs). Integration of transcriptomic landscape and urinary signature reveals 6 urinary detectable proteins (VSIG4, C3, GAL3ST1, TGFBI, AKR1C3, P4HB) displaying abundance changes consistent with corresponding genes in transcriptomic profiling. According to TCGA database, VSIG4, TGFBI, and P4HB were significantly overexpressed in patients with shorter survival and might be independent prognostic factors for ccRCC (all p<0.05). A prognostic classifier consisting of the three DEPs highly associated with survival performed satisfactorily in predicting overall survival (HR=2.0, p<0.01) and disease-free survival (HR=1.6, p<0.001) of ccRCC patients. The ELISA analysis of urine samples from an independent cohort confirmed the satisfied predictive power of the classifier for pathological grade (AUC=0.795, p<0.001) and stage (AUC=0.894, p<0.001). Conclusion Based on integrative analyses of transcriptomic landscape and urinary signature, the urine-based prognostic classifier consisting of VSIG4, TGFBI, and P4HB has satisfied predictive power of ccRCC prognosis and may facilitate ccRCC molecular subtyping and treatment.
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Affiliation(s)
- Wei Zhang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Wenqiang Liu
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yiren Yang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Chengwu Xiao
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Yutian Xiao
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Xiaojie Tan
- Department of Epidemiology, Naval Medical University, Shanghai, China
| | - Qingyang Pang
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Han Wu
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Meimian Hua
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
- *Correspondence: Xiaolei Shi, ; Meimian Hua,
| | - Xiaolei Shi
- Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
- *Correspondence: Xiaolei Shi, ; Meimian Hua,
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Seidel P, Rubarth A, Zodel K, Peighambari A, Neumann F, Federkiel Y, Huang H, Hoefflin R, Adlesic M, Witt C, Hoffmann DJ, Metzger P, Lindemann RK, Zenke FT, Schell C, Boerries M, von Elverfeldt D, Reichardt W, Follo M, Albers J, Frew IJ. ATR represents a therapeutic vulnerability in clear cell renal cell carcinoma. JCI Insight 2022; 7:156087. [PMID: 36413415 PMCID: PMC9869969 DOI: 10.1172/jci.insight.156087] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 11/10/2022] [Indexed: 11/24/2022] Open
Abstract
Metastatic clear cell renal cell carcinomas (ccRCCs) are resistant to DNA-damaging chemotherapies, limiting therapeutic options for patients whose tumors are resistant to tyrosine kinase inhibitors and/or immune checkpoint therapies. Here we show that mouse and human ccRCCs were frequently characterized by high levels of endogenous DNA damage and that cultured ccRCC cells exhibited intact cellular responses to chemotherapy-induced DNA damage. We identify that pharmacological inhibition of the DNA damage-sensing kinase ataxia telangiectasia and Rad3-related protein (ATR) with the orally administered, potent, and selective drug M4344 (gartisertib) induced antiproliferative effects in ccRCC cells. This effect was due to replication stress and accumulation of DNA damage in S phase. In some cells, DNA damage persisted into subsequent G2/M and G1 phases, leading to the frequent accumulation of micronuclei. Daily single-agent treatment with M4344 inhibited the growth of ccRCC xenograft tumors. M4344 synergized with chemotherapeutic drugs including cisplatin and carboplatin and the poly(ADP-ribose) polymerase inhibitor olaparib in mouse and human ccRCC cells. Weekly M4344 plus cisplatin treatment showed therapeutic synergy in ccRCC xenografts and was efficacious in an autochthonous mouse ccRCC model. These studies identify ATR inhibition as a potential novel therapeutic option for ccRCC.
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Affiliation(s)
- Philipp Seidel
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Anne Rubarth
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Kyra Zodel
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Asin Peighambari
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Felix Neumann
- Translational Innovation Platform Oncology and Immuno-Oncology, the Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Yannick Federkiel
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Hsin Huang
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Rouven Hoefflin
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Mojca Adlesic
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Christian Witt
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - David J. Hoffmann
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | | | - Ralph K. Lindemann
- Translational Innovation Platform Oncology and Immuno-Oncology, the Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Frank T. Zenke
- Translational Innovation Platform Oncology and Immuno-Oncology, the Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Christoph Schell
- Institute for Surgical Pathology, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) Partner Site Freiburg, Freiburg, Germany.,Comprehensive Cancer Center Freiburg (CCCF) and
| | | | - Wilfried Reichardt
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) Partner Site Freiburg, Freiburg, Germany.,Medical Physics, Department of Radiology, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Marie Follo
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
| | - Joachim Albers
- Translational Innovation Platform Oncology and Immuno-Oncology, the Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Ian J. Frew
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) Partner Site Freiburg, Freiburg, Germany.,Comprehensive Cancer Center Freiburg (CCCF) and,Medical Physics, Department of Radiology, Faculty of Medicine, Medical Center – University of Freiburg, Freiburg, Germany
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Ji C, Li J, Mei J, Su W, Dai H, Li F, Liu P. Advanced Nanomaterials for the Diagnosis and Treatment of Renal Cell Carcinoma. ADVANCED NANOBIOMED RESEARCH 2022. [DOI: 10.1002/anbr.202200079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Chen Ji
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Junru Li
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Junyang Mei
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Weiran Su
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Huili Dai
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Fengqin Li
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
| | - Peifeng Liu
- State Key Laboratory of Oncogenes and Related Genes Shanghai Cancer Institute RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200032 China
- Central Laboratory Renji Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
- Micro-Nano Research and Diagnosis Center RenJi Hospital School of Medicine Shanghai Jiao Tong University Shanghai 200127 China
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Wu J, Miao C, Wang Y, Wang S, Wang Z, Liu Y, Wang X, Wang Z. SPTBN1 abrogates renal clear cell carcinoma progression via glycolysis reprogramming in a GPT2-dependent manner. J Transl Med 2022; 20:603. [PMID: 36527113 PMCID: PMC9756479 DOI: 10.1186/s12967-022-03805-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/02/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Renal clear cell carcinoma (ccRCC) is the most prevalent tumors worldwide. Discovering effective biomarkers is essential to monitor the prognosis and provide alternative clinical options. SPTBN1 is implicated in various cancerous processes. However, its role in ccRCC remains unelucidated. This study intends to explore the biological function and mechanism of SPTBN1 in ccRCC. METHODS Single-cell and bulk RNA-seq, tissue microarray, real-time quantitative PCR, and western blotting were applied to verify the expression and predictive value of SPTBN1 in ccRCC. Gain or loss of functional ccRCC cell line models were constructed, and in vitro and in vivo assays were performed to elucidate its tumorigenic phenotypes. Actinomycin D experiment, RNA immunoprecipitation (RIP), specific inhibitors, and rescue experiments were carried out to define the molecular mechanisms. RESULTS SPTBN1 was down-regulated in ccRCC and knockdown of SPTBN1 displayed a remarkably oncogenic role both in vitro and in vivo; while overexpressing SPTBN1 reversed this effect. SPTBN1 mediated ccRCC progression via the pathway of glutamate pyruvate transaminase 2 (GPT2)-dependent glycolysis. The expression of GPT2 was significantly negatively correlated with that of SPTBN1. As an RNA binding protein SPTBN1, regulated the mRNA stability of GPT2. CONCLUSION Our research demonstrated that SPTBN1 is significantly down-regulated in ccRCC. SPTBN1 knockdown promotes ccRCC progression via activating GPT2-dependent glycolysis. SPTBN1 may serve as a therapeutic target for the treatment of ccRCC.
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Affiliation(s)
- Jiajin Wu
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Chenkui Miao
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Yuhao Wang
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Songbo Wang
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Zhongyuan Wang
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Yiyang Liu
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Xiaoyi Wang
- grid.412676.00000 0004 1799 0784Core Facility Center, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
| | - Zengjun Wang
- grid.412676.00000 0004 1799 0784Department of Urology, The First Affiliated Hospital of Nanjing Medical University/Jiangsu Province Hospital, No. 300 Guangzhou Road, Nanjing, 210029 China
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Guo T, Wang T, Zhang J, Chen S, Wang X. HIF1A predicts the efficacy of anti-PD-1 therapy in advanced clear cell renal cell carcinoma. Transl Oncol 2022; 26:101554. [PMID: 36191462 PMCID: PMC9530654 DOI: 10.1016/j.tranon.2022.101554] [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: 06/27/2022] [Revised: 09/09/2022] [Accepted: 09/17/2022] [Indexed: 11/01/2022] Open
Abstract
Immunotherapy for cancer has become a revolutionary treatment, with the progress of immunological research on cancer. Cancer patients have also become more diversified in drug selection. Individualized medical care of patients is more important in the era of precision medicine. For advanced clear cell renal cell carcinoma (ccRCC) patients, immunotherapy and targeted therapy are the two most important treatments. The development of biomarkers for predicting the efficacy of immunotherapy or targeted therapy is indispensable for individualized medicine. There is no clear biomarker that can accurately predict the efficacy of immunotherapy for advanced ccRCC patients. Our study found that HIF1A could be used as a biomarker for predicting the anti-PD-1 therapy efficacy of patients with advanced ccRCC, and its prediction accuracy was even stronger than that of PD-1/PD-L1. HIF1A is expected to help patients with advanced ccRCC choose therapeutic drugs.
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Affiliation(s)
- Tuanjie Guo
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tao Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jian Zhang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Siteng Chen
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Xiang Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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43
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Cimadamore A, Caliò A, Marandino L, Marletta S, Franzese C, Schips L, Amparore D, Bertolo R, Muselaers S, Erdem S, Ingels A, Pavan N, Pecoraro A, Kara Ö, Roussel E, Carbonara U, Campi R, Marchioni M. Hot topics in renal cancer pathology: implications for clinical management. Expert Rev Anticancer Ther 2022; 22:1275-1287. [PMID: 36377655 DOI: 10.1080/14737140.2022.2145952] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
INTRODUCTION The updated European Association of Urology (EAU) Guidelines issued a weak recommendation for adjuvant pembrolizumab for patients with high-risk operable clear cell Renal Cell Carcinoma (ccRCC). High risk of recurrence was defined, as per protocol-criteria, as T2 with nuclear grade 4 or sarcomatoid differentiation, T3 or higher, regional lymph node metastasis, or stage M1 with no evidence of disease. Considering the heterogeneous population included in the recommendation, it has been questioned if adjuvant pembrolizumab may lead to overtreatment of some patients as well as undertreatment of patients with worse prognosis. AREAS COVERED In this review, we discuss the issues related to the assessment of pathological features required to identify those patients harboring a high-risk tumor, highlighting the issue related to interobserver variability and discuss the currently available prognostic scoring systems in ccRCC. EXPERT OPINION PPathologist assessment of prognostic features suffers from interobserver variability which may depend on gross sampling and the pathologist's expertise. The presence of clear cell feature is not sufficient criteria by itself to define ccRCC since clear cell can be also found in other histotypes. Application of molecular biomarkers may be useful tools in the near future to help clinicians identify patients harboring tumors with worse prognosis.
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Affiliation(s)
- Alessia Cimadamore
- Institute of Pathological Anatomy, Department of Medical Area, University of UdineUdineItaly
| | - Anna Caliò
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Laura Marandino
- Department of Medical Oncology, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Stefano Marletta
- Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Carmine Franzese
- Department of Urology, Polytechnic University of Marche, Ancona, Italy
| | - Luigi Schips
- Department of Medical, Oral and Biotechnological Science, "Ss. Annunziata" Hospital Urology Unit, "G. d'Annunzio" University of Chieti and Pescara, Chieti, Italy
| | - Daniele Amparore
- Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Italy
| | | | - Stijn Muselaers
- Department of Urology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Selcuk Erdem
- Division of Urologic Oncology, Department of Urology, Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Alexandre Ingels
- Department of Urology, University Hospital Henri Mondor, Créteil, France
| | - Nicola Pavan
- Urology Clinic, Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Angela Pecoraro
- Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Italy
| | - Önder Kara
- Department of Urology, Kocaeli University School of Medicine, Izmit, Turkey
| | - Eduard Roussel
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Umberto Carbonara
- Department of Emergency and Organ Transplantation-Urology, Andrology and Kidney Transplantation Unit, University of Bari, Bari, Italy
| | - Riccardo Campi
- Unit of Urological Robotic Surgery and Renal Transplantation, Careggi Hospital, University of Florence, Florence, Italy
| | - Michele Marchioni
- Department of Medical, Oral and Biotechnological Science, "Ss. Annunziata" Hospital Urology Unit, "G. d'Annunzio" University of Chieti and Pescara, Chieti, Italy
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Liu G, Chen T, Zhang X, Ma X, Shi H. Small molecule inhibitors targeting the cancers. MedComm (Beijing) 2022; 3:e181. [PMID: 36254250 PMCID: PMC9560750 DOI: 10.1002/mco2.181] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 08/23/2022] [Accepted: 08/30/2022] [Indexed: 11/23/2022] Open
Abstract
Compared with traditional therapies, targeted therapy has merits in selectivity, efficacy, and tolerability. Small molecule inhibitors are one of the primary targeted therapies for cancer. Due to their advantages in a wide range of targets, convenient medication, and the ability to penetrate into the central nervous system, many efforts have been devoted to developing more small molecule inhibitors. To date, 88 small molecule inhibitors have been approved by the United States Food and Drug Administration to treat cancers. Despite remarkable progress, small molecule inhibitors in cancer treatment still face many obstacles, such as low response rate, short duration of response, toxicity, biomarkers, and resistance. To better promote the development of small molecule inhibitors targeting cancers, we comprehensively reviewed small molecule inhibitors involved in all the approved agents and pivotal drug candidates in clinical trials arranged by the signaling pathways and the classification of small molecule inhibitors. We discussed lessons learned from the development of these agents, the proper strategies to overcome resistance arising from different mechanisms, and combination therapies concerned with small molecule inhibitors. Through our review, we hoped to provide insights and perspectives for the research and development of small molecule inhibitors in cancer treatment.
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Affiliation(s)
- Gui‐Hong Liu
- Department of BiotherapyState Key Laboratory of BiotherapyCancer Center, West China HospitalSichuan UniversityChengduChina
| | - Tao Chen
- Department of CardiologyThe First Affiliated Hospital of China Medical UniversityShenyangLiaoningChina
| | - Xin Zhang
- Department of BiotherapyState Key Laboratory of BiotherapyCancer Center, West China HospitalSichuan UniversityChengduChina
| | - Xue‐Lei Ma
- Department of BiotherapyState Key Laboratory of BiotherapyCancer Center, West China HospitalSichuan UniversityChengduChina
| | - Hua‐Shan Shi
- Department of BiotherapyState Key Laboratory of BiotherapyCancer Center, West China HospitalSichuan UniversityChengduChina
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Gong Q, Guo Z, Sun W, Du X, Jiang Y, Liu F. CX3CL1 promotes cell sensitivity to ferroptosis and is associated with the tumor microenvironment in clear cell renal cell carcinoma. BMC Cancer 2022; 22:1184. [PMCID: PMC9670481 DOI: 10.1186/s12885-022-10302-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 11/10/2022] [Indexed: 11/18/2022] Open
Abstract
Abstract
Background
An increasing number of studies have demonstrated that CX3CL1 is involved in the development of tumors and may thus be considered a new potential therapeutic target for them. However, the function of CX3CL1 in clear cell renal cell carcinoma (ccRCC) remains poorly defined.
Methods
The pan-cancer expression pattern and prognostic value of CX3CL1 were evaluated in this study. Moreover, the relationship of CX3CL1 expression with the tumor microenvironment, especially the tumor immune microenvironment, was analyzed. Our analyses employed public repository data. Additionally, we generated stable CX3CL1-overexpressing 786-O cells to determine the role of CX3CL1 in vitro via cell viability and transwell assays. A xenograft tumor model was used to determine the role of CX3CL1 in vivo. The association between CX3CL1 and ferroptosis sensitivity of tumor cells was assessed using Ferrostatin-1.
Results
Our findings indicated the involvement of CX3CL1 in the occurrence and development of ccRCC by acting as a tumor suppressor. We also found that ccRCC patients with high CX3CL1 expression showed better clinical outcomes than those with low CX3CL1 expression. The findings of our epigenetic study suggested that the expression of CX3CL1 in ccRCC is correlated with its DNA methylation level. Furthermore, the CX3CL1 expression level was closely related to the infiltration level of CD8+ T cells into the tumor microenvironment (TME). CX3CL1 showed different predictive values in different immunotherapy cohorts. Finally, CX3CL1 overexpression inhibited tumor cell proliferation and metastasis and promoted tumor ferroptosis sensitivity in ccRCC.
Conclusions
This study revealed the role of CX3CL1 as a tumor suppressor in ccRCC. Our findings indicated that CX3CL1 plays a crucial role in regulating the ccRCC TME and is a potential predictor of immunotherapy outcomes in ccRCC. We also found that CX3CL1 can promote ferroptosis sensitivity in ccRCC cells.
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Lysosomal-Associated Transmembrane Protein 5 Promotes Proliferation, Migration, and Invasion of Clear Cell Renal Cell Carcinoma. JOURNAL OF ONCOLOGY 2022; 2022:6334546. [PMID: 36385959 PMCID: PMC9646302 DOI: 10.1155/2022/6334546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 10/14/2022] [Accepted: 10/19/2022] [Indexed: 01/24/2023]
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most aggressive and deadly cancer of the urinary system and is regulated by multiple signaling pathways. However, the specific molecular mechanisms underlying ccRCC have not been fully studied or demonstrated. This study aimed to elucidate the function of lysosomal-associated transmembrane protein 5 (LAPTM5) in ccRCC cell lines and animal models and determine the potential underlying mechanisms. Our results demonstrated that LAPTM5 expression in patients with ccRCC was significantly higher in the tumor group than that in the adjacent nontumor group. Moreover, LAPTM5 promoted proliferation, migration, and invasion of ccRCC cells through the gain and loss of the function of LAPTM5 in 786-0 and Caki-1 cell lines. Similar results regarding LAPTM5 overexpression were obtained in BALB/c nude mice. In addition, LAPTM5 activated the Jun N-terminal kinase (JNK)/p38 signaling cascade by interacting with Ras-related C3 botulinum toxin substrate 1 (RAC1). Treatment with an RAC1 inhibitor eliminated the effects of LAPTM5 in ccRCC. In conclusion, these results indicate that LAPTM5 may be a new therapeutic target for ccRCC via activation of the RAC1-JNK/p38 axis.
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Ged Y, Lee CH. Lenvatinib plus pembrolizumab combination therapy for adult patients with advanced renal cell carcinoma. Expert Rev Anticancer Ther 2022; 22:1049-1059. [PMID: 36154355 DOI: 10.1080/14737140.2022.2128336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : The treatment landscape of metastatic RCC has significantly evolved in recent years with the advent and approval of multiple combinations of anti-angiogenic agents with immune checkpoint inhibitors, of which the combination of lenvatinib plus pembrolizumab is the most recent to be incorporated into clinical practice. AREAS COVERED Herein, we provide an overview of the combination of lenvatinib plus pembrolizumab in metastatic RCC, including the mechanism of action, pharmacokinetics, efficacy, and safety profile. EXPERT OPINION Lenvatinib plus pembrolizumab has demonstrated substantial efficacy in patients with metastatic RCC in the first-line and refractory treatment setting with the highest reported results of radiological responses, complete responses, and progression free survival compared to all other RCC treatments. However, the field is currently still limited with the limited availability of biomarkers to inform on treatment selection and the lack of head-to-head studies across the effective RCC treatments. Ongoing and future studies are eagerly anticipated to uncover multiple unmet needs in RCC.
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Affiliation(s)
- Yasser Ged
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Chung-Han Lee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
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Chen W, Wang H, Lu Y, Huang Y, Xuan Y, Li X, Guo T, Wang C, Lai D, Wu S, Zhao W, Mai H, Li H, Wang B, Ma X, Zhang X. GTSE1 promotes tumor growth and metastasis by attenuating of KLF4 expression in clear cell renal cell carcinoma. J Transl Med 2022; 102:1011-1022. [PMID: 36775416 DOI: 10.1038/s41374-022-00797-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/29/2022] [Accepted: 04/18/2022] [Indexed: 11/09/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant tumors and is characterized by a poor prognosis. Although G2- and S -phase expressed-1 (GTSE1) is known to be involved in the progression and metastasis of various cancers, its significance and mechanism in ccRCC remain unknown. In the present study, we found that GTSE1 was overexpressed in ccRCC tissues, especially in metastatic samples. Moreover, high GTSE1 expression was positively correlated with higher pT stage, tumor size, clinical stage, and WHO/ISUP grade and worse prognosis. And GTSE1 expression served as an independent prognostic factor for overall survival (OS). In addition, GTSE1 knockdown inhibited ccRCC cell proliferation, migration, and invasion, and enhanced cell apoptosis in vitro and in vivo. GTSE1 was crucial for epithelial-mesenchymal transition (EMT) in ccRCC. Mechanistically, GTSE1 depletion could upregulate the expression of Krüppel-like factor 4 (KLF4), which acts as a tumor suppressor in ccRCC. Downregulation of KLF4 effectively rescued the inhibitory effect induced by GTSE1 knockdown and reversed the EMT process. Overall, our results revealed that GTSE1 served as an oncogene regulating EMT through KLF4 in ccRCC, and that GTSE1 could also serve as a novel prognostic biomarker and may represent a promising therapeutic target for ccRCC.
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Affiliation(s)
- Weihao Chen
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Hanfeng Wang
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Yongliang Lu
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Yan Huang
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Yundong Xuan
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Xiubin Li
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Tao Guo
- Medical School of Chinese PLA, Beijing, 100853, China
- Department of Paediatrics, the Seventh Medical Center, Chinese PLA General Hospital, Beijing, 100700, China
| | - Chenfeng Wang
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Dong Lai
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Shengpan Wu
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Wenlei Zhao
- Medical School of Chinese PLA, Beijing, 100853, China
| | - Haixing Mai
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510280, China
| | - Hongzhao Li
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China
| | - Baojun Wang
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China.
| | - Xin Ma
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China.
| | - Xu Zhang
- Department of Urology, the Third Medical Center, Chinese PLA General Hospital, Beijing, 100039, China.
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Xu W, Anwaier A, Liu W, Tian X, Su J, Shi G, Qu Y, Zhang H, Ye D. The unique genomic landscape and prognostic mutational signature of Chinese clear cell renal cell carcinoma. JOURNAL OF THE NATIONAL CANCER CENTER 2022; 2:162-170. [PMID: 39036450 PMCID: PMC11256728 DOI: 10.1016/j.jncc.2022.07.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 07/04/2022] [Accepted: 07/05/2022] [Indexed: 12/12/2022] Open
Abstract
Background The genomic background affects the occurrence and metastasis of cancers, including clear cell renal cell carcinoma (ccRCC). However, reports focusing on the prognostic mutational signature of Chinese ccRCC are lacking. Methods Overall, 929 patients, including a training cohort with Chinese patients (n = 201), a testing cohort with Caucasian patients (n = 274), and a validation cohort (n = 454) were analyzed for the genomic landscape of ccRCC. Then, machine-learning algorithms were used to identify and evaluate the genomic mutational signature (GMS) in ccRCC. Analyses for prognosis, immune microenvironment, association with independent clinicopathological features, and predictive responses for immune checkpoint therapies (ICTs) were performed. Results The DNA variation data of 929 patients with ccRCC suggested markedly differential genomic mutational frequency of the most frequent genes, such as VHL, PBRM1, BAP1, SETD2, and KDM5C between the Chinese and Caucasian populations. PBRM1 showed significant co-occurrence with VHL and SETD2. We then successfully identified a seven-gene mutational signature (GMSMut) that included mutations in FBN1, SHPRH, CELSR1, COL6A6, DST, ABCA13, and BAP1. The GMSMut significantly predicted progressive progression (P < 0.0001, HR = 2.81) and poor prognosis (P < 0.0001, HR = 3.89) in the Chinese training cohort. Moreover, ccRCC patients with the GMSMut had poor survival rates in the testing cohort (P = 0.020) and poor outcomes were predicted for those treated with ICTs in the validation cohort (P = 0.036). Interestingly, a favorable clinical response to ICTs, elevated expression of immune checkpoints, and increased abundance of tumor-infiltrated lymphocytes, specifically CD8+ T cells, Tregs, and macrophages, were observed in the GMSMut cluster. Conclusions This study described the pro-tumorigenic GMSMut cluster that improved the prognostic accuracy in Chinese patients with ccRCC. Our discovery of the novel independent prognostic signature highlights the relationship between tumor phenotype and genomic mutational characteristics of ccRCC.
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Affiliation(s)
- Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wangrui Liu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jiaqi Su
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Guohai Shi
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yuanyuan Qu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
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Zeng K, Song G, Chen B, Gao X, Liu C, Miao J, Ruan Y, Luan Y, Chen X, Liu J, Li Q, Liu B. Comprehensive analysis to identify the RP11-478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma. Transl Oncol 2022; 25:101525. [PMID: 36054996 PMCID: PMC9445397 DOI: 10.1016/j.tranon.2022.101525] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 08/11/2022] [Accepted: 08/24/2022] [Indexed: 11/27/2022] Open
Abstract
LncRNA RP11–478C19.2 promotes the progression of ccRCC via the RP11–478C19.2/hsa-miR-181b-5p, hsa-miR-181a-5p, hsa-miR-181c-5p/E2F7 axis. E2F7 could be detected in patients with ccRCC to aid treatment regimen selection, particularly in advanced and metastatic disease. Individuals who overexpress E2F7 may have a greater response to some first-line therapy for ccRCC, including cabozantinib, pazopanib, and sunitinib. Patients with higher expression of E2F7 may have a higher percentage of ICB responses.
Clear cell renal cell carcinoma (ccRCC), accounting for 70–80% of all renal cell carcinomas, is a common malignancy. Survival rates decrease significantly in patients with advanced and metastatic ccRCC. Furthermore, ccRCC is less responsive to radiation and chemotherapy than other cancers. Therefore, targeted therapy and immunotherapy are particularly important for ccRCC management. A growing body of literature recognizes that competitive endogenous RNA (ceRNA) regulatory networks play a crucial role in various cancers. However, the biological functions of the ceRNA network in ccRCC require further investigation. In this study, we built the ceRNA network for ccRCC using the “GDCRNATools” package. After survival analysis, the RP11–478C19.2/hsa-miR-181b-5p, hsa-miR-181a-5p, and hsa-miR-181c-5p/E2F7 axes were obtained for further analysis. Unsupervised clustering was conducted basing on this ceRNA network. The results indicated that the prognosis and immune infiltration levels differed between the two clusters. Furthermore, we conducted correlation analysis, immune infiltration analysis, tumor mutation burden analysis, GSEA analysis, drug sensitivity analysis and pan-cancer analysis of E2F7 to explore its potential role in oncogenesis. Experiments in vitro were performed to confirm the pro-oncogenic impact of E2F7. The results suggest that the RP11–478C19.2/E2F7 axis might be a biomarker for the inclusion of cabozantinib, pazopanib, sunitinib, and immunotherapy in the therapeutic regimen. In summary, we found that the ceRNA-based RP11–478C19.2/E2F7 axis is involved in ccRCC and that it could be a novel biomarker for treatment decisions and a possible therapeutic target to increase the success of targeted therapy and immunotherapy in ccRCC.
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Affiliation(s)
- Kai Zeng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Guoda Song
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Bingliang Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xintao Gao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Chaofan Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Jianping Miao
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yajun Ruan
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yang Luan
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xin Chen
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Jihong Liu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Qinyu Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China.
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China.
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