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Liao J, Zhang S, Ding Z. Prognostic factors and prognostic model of non-metastatic clear cell renal cell carcinoma. BMC Cancer 2024; 24:1263. [PMID: 39390388 PMCID: PMC11468267 DOI: 10.1186/s12885-024-12922-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 09/09/2024] [Indexed: 10/12/2024] Open
Abstract
INTRODUCTION Although there are some established prognostic evaluation models for clear cell renal cell carcinoma (ccRCC), more robust postoperative prognostic evaluation model is urgently needed. Our study intends to explore new clinical and pathological prognostic factors related to non-metastatic ccRCC, which help to establish a better prognostic risk evaluation model in non-metastatic ccRCC. PATIENTS AND METHODS A retrospective cohort study was conducted in non-metastatic ccRCC patients spanning from 2010 to 2018. Clinical and pathological factors of these patients were collected. Cox regression analysis was employed to assess the relationship between these factors and disease-free survival (DFS), and a nomogram risk prediction model was also constructed. RESULTS A total of 1467 patients were ultimately included, comprising 994 men (67.8%), with 800 patients aged between 40 and 60 years old (54.5%), and 80 patients (5.5%) experiencing relapse or metastasis of ccRCC within three years after operation. The follow-up duration ranged from 39 to 146 months. Univariate and multivariate Cox regression analysis identified five independent prognostic factors of DFS (P < 0.05) including sex, tumor maximum diameter, T stage, lactate dehydrogenase (LDH), and basophils. Leveraging these five factors, we established a prognostic evaluation model demonstrating good predictive efficacy. CONCLUSION Male, tumor maximum diameter, T stage, LDH, and basophils serve as prognostic indicators for DFS in patients with non-metastatic ccRCC. Patients with high scores based on our model exhibit an elevated likelihood of recurrence or metastasis, thereby potentially selecting postoperative patients with high risk for adjuvant therapy.
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Affiliation(s)
- Juanyan Liao
- Department of Biotherapy, West China Hospital, Sichuan University, 37 Guoxue Lane, Wuhou District, Chengdu, Sichuan, 610041, China
| | - Shuang Zhang
- Department of Biotherapy, West China Hospital, Sichuan University, 37 Guoxue Lane, Wuhou District, Chengdu, Sichuan, 610041, China.
| | - Zhenyu Ding
- Department of Biotherapy, West China Hospital, Sichuan University, 37 Guoxue Lane, Wuhou District, Chengdu, Sichuan, 610041, China
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Yu YH, Xu JH, Chen H, Lin YX, Ou-Yang J, Zhang ZY. CD276 is a promising biomarker for the prognosis of clear cell renal cell carcinoma. Kaohsiung J Med Sci 2024; 40:926-933. [PMID: 39210603 DOI: 10.1002/kjm2.12891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024] Open
Abstract
This study aimed to investigate the role of cluster of differentiation 276 (CD276) in evaluating the prognosis of clear cell renal carcinoma (ccRCC) and to build a nomogram for predicting ccRCC progression post-surgery. Using data downloaded from The Cancer Genome Atlas (TCGA) database, we constructed a Kaplan-Meier (KM) curve depicting the relationship between CD276 expression levels and the progression-free interval (PFI) in 539 ccRCC cases. We further validated this by plotting a KM curve of the relationship between CD276 expression levels and PFI in 116 ccRCC patients from our hospital. Using clinical data collected from 116 patients, we identified independent risk factors affecting postoperative PFI in patients with ccRCC through univariate and multivariate COX analyses and created a nomogram for visual representation. Both TCGA and clinical data revealed a negative correlation between the expression levels of CD276 and PFI (p < 0.05). Univariate COX analysis revealed that the prognostic nutritional index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, systemic inflammatory index, World Health Organization grading, tumor diameter, CD276 expression levels, T stage, and N stage were related to PFI (p < 0.05). Furthermore, multivariate COX analysis indicated that tumor diameter and CD276 expression levels were independent risk factors for postoperative PFI in patients with ccRCC (p < 0.05). The calibration curve of the established nomogram exhibited a slope close to 1, with a Hosmer-Lemeshow goodness-of-fit test result of 2.335 and a p-value of 0.311. In patients with ccRCC, a negative correlation was noted between tumor CD276 expression and PFI. The larger the tumor diameter and the higher the tumor CD276 expression level, the shorter is the PFI.
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Affiliation(s)
- Yan-Hang Yu
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian-Hao Xu
- Department of Pathology, The First People's Hospital of Kunshan, Suzhou, China
| | - Hao Chen
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yu-Xin Lin
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jun Ou-Yang
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhi-Yu Zhang
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
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Young M, Jackson-Spence F, Beltran L, Day E, Suarez C, Bex A, Powles T, Szabados B. Renal cell carcinoma. Lancet 2024; 404:476-491. [PMID: 39033764 DOI: 10.1016/s0140-6736(24)00917-6] [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] [Received: 08/31/2023] [Revised: 03/10/2024] [Accepted: 04/30/2024] [Indexed: 07/23/2024]
Abstract
The landscape of the management of renal cell carcinoma has evolved substantially in the last decade, leading to improved survival in localised and advanced disease. We review the epidemiology, pathology, and diagnosis of renal cell carcinoma and discuss the evidence for current management strategies from localised to metastatic disease. Developments in adjuvant therapies are discussed, including use of pembrolizumab-the first therapy to achieve overall survival benefit in the adjuvant setting. The treatment of advanced disease, including landmark trials that have established immune checkpoint inhibition as a standard of care, are also reviewed. We also discuss the current controversies that exist surrounding the management of metastatic renal cell carcinoma, including the use of risk assessment models for disease stratification and treatment selection for frontline therapy. Management of non-clear cell renal cell carcinoma subtypes is also reviewed. Future directions of research, including a discussion of ongoing clinical trials and the need for reliable biomarkers to guide treatment in kidney cancer, are also highlighted.
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Affiliation(s)
- Matthew Young
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | | | - Luis Beltran
- Department of Cellular Pathology, Barts National Health Service Trust, London, UK
| | - Elizabeth Day
- Department of Urology, University College London Hospital National Health Service Foundation Trust, London, UK
| | - Christina Suarez
- Medical Oncology, Vall d'Hebron Institute of Oncology, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Axel Bex
- Department of Urology, The Royal Free London National Health Service Foundation Trust, University College London Division of Surgery and Interventional Science, London, UK; The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Thomas Powles
- Barts Cancer Institute, Queen Mary University of London, London, UK.
| | - Bernadett Szabados
- Barts Cancer Institute, Queen Mary University of London, London, UK; Department of Urology, University College London Hospital National Health Service Foundation Trust, London, UK
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4
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Jiang A, Li J, He Z, Liu Y, Qiao K, Fang Y, Qu L, Luo P, Lin A, Wang L. Renal cancer: signaling pathways and advances in targeted therapies. MedComm (Beijing) 2024; 5:e676. [PMID: 39092291 PMCID: PMC11292401 DOI: 10.1002/mco2.676] [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: 04/14/2024] [Revised: 07/09/2024] [Accepted: 07/15/2024] [Indexed: 08/04/2024] Open
Abstract
Renal cancer is a highlyheterogeneous malignancy characterized by rising global incidence and mortalityrates. The complex interplay and dysregulation of multiple signaling pathways,including von Hippel-Lindau (VHL)/hypoxia-inducible factor (HIF), phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR), Hippo-yes-associated protein (YAP), Wnt/ß-catenin, cyclic adenosine monophosphate (cAMP), and hepatocyte growth factor (HGF)/c-Met, contribute to theinitiation and progression of renal cancer. Although surgical resection is thestandard treatment for localized renal cancer, recurrence and metastasiscontinue to pose significant challenges. Advanced renal cancer is associatedwith a poor prognosis, and current therapies, such as targeted agents andimmunotherapies, have limitations. This review presents a comprehensiveoverview of the molecular mechanisms underlying aberrant signaling pathways inrenal cancer, emphasizing their intricate crosstalk and synergisticinteractions. We discuss recent advancements in targeted therapies, includingtyrosine kinase inhibitors, and immunotherapies, such as checkpoint inhibitors.Moreover, we underscore the importance of multiomics approaches and networkanalysis in elucidating the complex regulatory networks governing renal cancerpathogenesis. By integrating cutting-edge research and clinical insights, this review contributesto the development of innovative diagnostic and therapeutic strategies, whichhave the potential to improve risk stratification, precision medicine, andultimately, patient outcomes in renal cancer.
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Affiliation(s)
- Aimin Jiang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Jinxin Li
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Ziwei He
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Ying Liu
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Kun Qiao
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Yu Fang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Le Qu
- Department of UrologyJinling HospitalAffiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Peng Luo
- Department of OncologyZhujiang HospitalSouthern Medical UniversityGuangzhouGuangdongChina
| | - Anqi Lin
- Department of OncologyZhujiang HospitalSouthern Medical UniversityGuangzhouGuangdongChina
| | - Linhui Wang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
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Wang K, Guo B, Niu Y, Li G. Development and validation of a nomogram to predict recurrence for clinical T1/2 clear cell renal cell carcinoma patients after nephrectomy. BMC Surg 2024; 24:196. [PMID: 38926690 PMCID: PMC11201317 DOI: 10.1186/s12893-024-02487-z] [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: 02/28/2024] [Accepted: 06/19/2024] [Indexed: 06/28/2024] Open
Abstract
OBJECTIVE To develop and validate a nomogram for predicting recurrence-free survival (RFS) for clinical T1/2 (cT1/2) clear cell renal cell carcinoma (ccRCC) patients after nephrectomy. METHODS Clinicopathological and survival data from 1289 cT1/2 ccRCC patients treated at the Second Hospital of Tianjin Medical University between 2017 and 2020 were included. Cox regression analysis was used to identify independent risk factors in 902 and 387 ccRCC patients in the training and validation cohorts, respectively, and construct the nomogram. The performance of the nomogram was assessed through calibration plots, time-dependent receiver operating characteristic (ROC) curves, C-index (concordance-index), and decision curve analysis (DCA). Kaplan-Meier curves were used to evaluate the probability of RFS in patients with different recurrence risks. RESULTS Age, tumor size, surgical approach, Fuhrman grade, and pT3a upstage were identified as independent predictors of RFS. The area under the curve (AUC) for the 3-year and 5-year RFS ROC curves were 0.791 and 0.835 in the training cohort, and 0.860 and 0.880 in the validation cohort. The DCA and calibration plots demonstrated the optimal application and excellent accuracy of the nomogram for predicting 3-year and 5-year RFS. Kaplan-Meier curves revealed significant differences in RFS among the three risk groups in both the training and validation cohorts. Clinically, the developed nomogram provides a more precise tool for risk stratification, enabling tailored postoperative management and surveillance strategies, ultimately aiming to improve patient outcomes. CONCLUSIONS We developed a nomogram for predicting RFS in cT1/2 ccRCC patients after nephrectomy with high accuracy. The clinical implementation of this nomogram can significantly enhance clinical decision-making, leading to improved patient outcomes and optimized resource utilization in the management of ccRCC.
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Affiliation(s)
- Keruo Wang
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University Tianjin, Tianjin, 300211, China
| | - Baoyin Guo
- Department of Urology, Tianjin Baodi Hospital, Baodi Clinical College of Tianjin Medical University, Tianjin, 301800, China
| | - Yuanjie Niu
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University Tianjin, Tianjin, 300211, China
| | - Gang Li
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University Tianjin, Tianjin, 300211, China.
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Erdem S, Bertolo R, Campi R, Capitanio U, Amparore D, Anceschi U, Mir MC, Roussel E, Pavan N, Carbonara U, Kara O, Klatte T, Marchioni M, Pecoraro A, Muselaers S, Marandino L, Diana P, Borregales L, Palumbo C, Warren H, Wu Z, Calio A, Ciccarese C, Degirmenci E, Aydin R, Rebez G, Schips L, Simone G, Minervini A, Serni S, Ozcan F. The prognostic role of histomorphological subtyping in nonmetastatic papillary renal cell carcinoma after curative surgery: is subtype really irrelevant? A propensity score matching analysis of a multi-institutional real life data. Urol Oncol 2024; 42:163.e1-163.e13. [PMID: 38443238 DOI: 10.1016/j.urolonc.2024.01.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 12/10/2023] [Accepted: 01/25/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND AND AIM The role of histomorphological subtyping is an issue of debate in papillary renal cell carcinoma (papRCC). This multi-institutional study investigated the prognostic role of histomorphological subtyping in patients undergoing curative surgery for nonmetastatic papRCC. PATIENTS AND METHODS A total of 1,086 patients undergoing curative surgery were included from a retrospectively collected multi-institutional nonmetastatic papRCC database. The patients were divided into 2 groups based on histomorphological subtyping (type 1, n = 669 and type 2, n = 417). Furthermore, a propensity score-matching (PSM) cohort in 1:1 ratio (n = 317 for each subtype) was created to reduce the effect of potential confounding variables. The primary outcome of the study, the predictive role of histomorphological subtyping on the prognosis (recurrence free survival [RFS], cancer specific survival [CSS] and overall survival [OS]) in nonmetastatic papRCC after curative surgery, was investigated in both overall and PSM cohorts. RESULTS In overall cohort, type 2 group were older (66 vs. 63 years, P = 0.015) and more frequently underwent radical nephrectomy (37.4% vs. 25.6%, P < 0.001) and lymphadenectomy (22.3% vs. 15.1%, P = 0.003). Tumor size (4.5 vs. 3.8 cm, P < 0.001) was greater, and nuclear grade (P < 0.001), pT stage (P < 0.001), pN stage (P < 0.001), VENUSS score (P < 0.001) and VENUSS high risk (P < 0.001) were significantly higher in type 2 group. 5-year RFS (89.6% vs. 74.2%, P < 0.001), CSS (93.9% vs. 84.2%, P < 0.001) and OS (88.5% vs. 78.5%, P < 0.001) were significantly lower in type 2 group. On multivariable analyses, type 2 was a significant predictor for RFS (HR:1.86 [95%CI:1.33-2.61], P < 0.001) and CSS (HR:1.91 [95%CI:1.20-3.04], P = 0.006), but not for OS (HR:1.27 [95%CI:0.92-1.76], P = 0.150). In PSM cohort balanced with age, gender, symptoms at diagnosis, pT and pN stages, tumor grade, surgical margin status, sarcomatoid features, rhabdoid features, and presence of necrosis, type 2 increased recurrence risk (HR:1.75 [95%CI: 1.16-2.65]; P = 0.008), but not cancer specific mortality (HR: 1.57 [95%CI: 0.91-2.68]; P = 0.102) and overall mortality (HR: 1.01 [95%CI: 0.68-1.48]; P = 0.981) CONCLUSIONS: This multiinstitutional study suggested that type 2 was associated with adverse histopathologic outcomes, and predictor of RFS and CSS after surgical treatment of nonmetastatic papRCC, in overall cohort. In propensity score-matching cohort, type 2 remained the predictor of RFS. Eventhough 5th WHO classification for renal tumors eliminated histomorphological subtyping, these findings suggest that subtyping is relevant from the point of prognostic view.
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Affiliation(s)
- Selcuk Erdem
- Division of Urologic Oncology, Department of Urology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey; European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands.
| | - Riccardo Bertolo
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, San Carlo Di Nancy Hospital, Rome, Italy
| | - Riccardo Campi
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Unit of Urological Robotic Surgery and Renal Transplantation, Department of Experimental and Clinical Medicine University of Florence, Florence, Italy
| | - Umberto Capitanio
- Department of Urology, IRCCS San Raffaele Scientific Institute, Milan, Italy; Division of Experimental Oncology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Daniele Amparore
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; School of Medicine, Division of Urology, Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Turin, Italy
| | - Umberto Anceschi
- Department of Urology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Eduard Roussel
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Nicola Pavan
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Urology Clinic, Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Umberto Carbonara
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Unit of Andrology and Kidney Transplantation, Department of Emergency and Organ Transplantation-Urology, University of Bari, Bari, Italy
| | - Onder Kara
- Department of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey
| | - Tobias Klatte
- Department of Urology, Helios Klinikum Bad Saarow, Bad Saarow, Germany
| | - Michele Marchioni
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, SS. Annunziata Hospital, G. D'Annunzio University, Chieti, Italy
| | - Angela Pecoraro
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Division of Urology, Pederzoli Hospital, Peschiera del Garda, Verona, Italy
| | - Stijn Muselaers
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Laura Marandino
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Division of Experimental Oncology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Pietro Diana
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, IRCCS Humanitas Clinic, Rozzano, Milan, Italy
| | - Leonardo Borregales
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, Weill Cornell Medicine/New York-Presbyterian, New York, NY
| | - Carlotta Palumbo
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Division of Urology, Department of Translational Medicine, University of Eastern Piedmont, Maggiore della Carità Hospital, Novara, Italy
| | - Hannah Warren
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Division of Surgery and Interventional Science, University College London, London, UK
| | - Zhenjie Wu
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Urology, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Anna Calio
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Department of Diagnostic and Public Health, University of Verona, Verona, Italy
| | - Chiara Ciccarese
- European Association of Urology (EAU), Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands; Medical Oncology Unit, Comprehensive Cancer Center, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Enes Degirmenci
- Department of Urology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Resat Aydin
- Medical Oncology Unit, Comprehensive Cancer Center, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Giacomo Rebez
- Urology Clinic, Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Luigi Schips
- Department of Urology, SS. Annunziata Hospital, G. D'Annunzio University, Chieti, Italy
| | - Giuseppe Simone
- School of Medicine, Division of Urology, Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, Orbassano, Turin, Italy
| | - Andrea Minervini
- Unit of Urological Oncologic Minimally-Invasive Robotic Surgery and Andrology, University of Florence, Florence, Italy
| | - Sergio Serni
- Unit of Urological Robotic Surgery and Renal Transplantation, Department of Experimental and Clinical Medicine University of Florence, Florence, Italy
| | - Faruk Ozcan
- Division of Urologic Oncology, Department of Urology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey
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Zhou S, Cheng C, Liao YX, Wang L, Zeng JM, Zhou FF, Zhang XQ, Yang T. Epigenetic regulation of FOXI2 promotes clear cell renal cell carcinoma progression. Heliyon 2024; 10:e29218. [PMID: 38628758 PMCID: PMC11016964 DOI: 10.1016/j.heliyon.2024.e29218] [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: 11/03/2023] [Revised: 04/02/2024] [Accepted: 04/02/2024] [Indexed: 04/19/2024] Open
Abstract
In recent decades, substantial advancements in epigenetics have unveiled a profound understanding of its mechanisms in tumorigenesis and have offered promising strategies for epigenetic therapy in cancer patients. In our study, through bioinformatics analysis, we discovered a significant downregulation and hypermethylation of FOXI2 in clear cell renal cell carcinoma (ccRCC), while the expression in chromophobe cell carcinoma (chRCC) exhibited the opposite trend. Moreover, we established a strong correlation between FOXI2 expression levels and the prognosis of ccRCC. Gene enrichment analysis and cell function experiments unequivocally demonstrate that FOXI2 possesses the capability to induce cell cycle arrest and inhibit cell proliferation. Our research findings demonstrate that the expression of FOXI2 in ccRCC is under the regulation of promoter hypermethylation. Furthermore, in vitro experiments have conclusively shown that the overexpression of FOXI2 induces cell cycle arrest and inhibits cell proliferation.
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Affiliation(s)
- Shuai Zhou
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Cong Cheng
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Yi xiang Liao
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Li Wang
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Jin min Zeng
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Fang fang Zhou
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Xiu qin Zhang
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
| | - Tao Yang
- Department of Urology, Jing Zhou Hospital Affiliated to Yangtze University, PR China
- The Second Clinical Medical College to Yangtze University, Jing Zhou City 434020, Hubei Province, PR China
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Lewis KC, Werneburg GT, Dewitt-Foy ME, Lundy SD, Eltemamy M, Murthy PB, Przybycin CG, Campbell SC, Weight C, Krishnamurthi V. Surgical Management and Oncologic Outcomes of Renal Cell Carcinoma and Inferior Vena Caval Thrombi With Aggressive Histologic Variants. Urology 2024; 184:128-134. [PMID: 37925024 DOI: 10.1016/j.urology.2023.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 10/02/2023] [Accepted: 10/18/2023] [Indexed: 11/06/2023]
Abstract
OBJECTIVE To characterize the surgical management, perioperative, and cancer-specific outcomes, and the influence of aggressive histologic variants (AHV) on operative management among patients with renal cell carcinoma (RCC) and inferior vena cava (IVC) thrombus. RCC with rhabdoid and/or sarcomatoid differentiation, which we defined as AHV, portends a worse prognosis. AHV can be associated with a desmoplastic reaction which may complicate resection. METHODS We reviewed patients undergoing radical nephrectomy and IVC thrombectomy between 1990 and 2020. Comparative statistics were employed as appropriate. Survival analysis was performed according to the Kaplan-Meier method, and intergroup analysis performed with log-rank statistics. Multivariable cox proportional hazards regression was used to assess the effect of AHV, age, thrombus level, vena cavectomy, metastases, and medical comorbidities on recurrence and overall survival (OS). RESULTS Ninety-four of 403 (23.3%) patients had AHV, including 43 (46%) rhabdoid, 39 (41%) sarcomatoid, and 12 (13%) with both. AHV were more likely to present with advanced disease; however, increased perioperative complications or decreased OS were not observed. Median (IQR) survival was 16.7 (4.8-47) months without AHV and 12.6 (4-29) months with AHV (P = .157). Sarcomatoid differentiation was independently associated with worse OS (HR = 2.016, CI 1.38-2.95, P <.001), whereas rhabdoid alone or with sarcomatoid demonstrated similar OS (P = 0.063). CONCLUSION RCC and IVC thrombus with AHV are more likely to present with metastatic disease, and sarcomatoid differentiation is associated with a worse OS. Resection of tumors with and without AHV have similar perioperative complications, suggesting that surgery can be safely accomplished in patients with RCC and IVC thrombus with AHV.
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Affiliation(s)
- Kevin C Lewis
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH.
| | - Glenn T Werneburg
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Molly E Dewitt-Foy
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Scott D Lundy
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Mohamed Eltemamy
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Prithvi B Murthy
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | | | - Steven C Campbell
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Christopher Weight
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
| | - Venkatesh Krishnamurthi
- Cleveland Clinic Glickman Urological and Kidney Institute, Department of Urology, Cleveland, OH
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Barashi NS, Friedman D, Shiang A, Pickersgill N, Vetter J, Suresh T, Ippolito JE, Smith ZL. Growth kinetics of venous tumor thrombus in patients with renal cell carcinoma. Urol Oncol 2024; 42:31.e17-31.e23. [PMID: 38160126 DOI: 10.1016/j.urolonc.2023.12.001] [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: 08/18/2023] [Revised: 11/11/2023] [Accepted: 12/02/2023] [Indexed: 01/03/2024]
Abstract
INTRODUCTION Some patients with renal cell carcinoma (RCC) present with venous tumor thrombus (VTT). The extent of the VTT is related to survival, so prompt surgical care is recommended. However, studies evaluating the natural history of VTT in patients with RCC are rare. We sought to evaluate the growth kinetics of VTT in patients with RCC using preoperative cross-sectional images. MATERIALS AND METHODS We identified patients who underwent radical nephrectomy and venous tumor thrombectomy at our institution from 01/2009 to 02/2022. We included those with a minimum of 2 adequate preoperative imaging studies (contrast-enhanced Computerized Tomography (CT), noncontrast Magnetic resonance imaging (MRI), or contrast-enhanced MRI), at least 14 days apart. We measured VTT in each study to calculate growth rate, and evaluated predictors of faster growth (demographics, histology, laterality, tumor diameter, and staging). To assess the relation between clinical variables and VTT growth, we used the Wilcoxon Rank-Sum, Kruskal-Wallis, and Spearman correlation tests. RESULTS A total of 30 patients were included in the analysis. The median time interval between studies was 33 days. Patients were mostly Caucasian and Males (90% and 70%, respectively). Most patients underwent a CT scan as their initial imaging study (66%), followed with an MRI as second study (73%). The mean venous tumor thrombus growth rate was 0.3 mm/d (standard deviation of 0.5mm), and only rhabdoid/sarcomatoid differentiation showed an association with tumor thrombus growth rate (0.3 vs. 0.63 mm/d, P = 0.038). CONCLUSIONS To the best of our knowledge, this is the first study evaluating the natural growth rate of venous tumor thrombus in patients with renal cell carcinoma. We found that tumor thrombi grew an average of 0.3 mm/d (1.0 cm/month) and that those with sarcomatoid and/or rhabdoid differentiation grew faster (0.63 mm/d). Further studies are needed to validate these results and provide a better understanding of tumor thrombus kinetics.
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Affiliation(s)
- Nimrod S Barashi
- Division of Urologic Surgery, Department of Surgery, Washington University in St. Louis, MO.
| | - Daniel Friedman
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO
| | - Alex Shiang
- Washington University in St. Louis School of medicine. St. Louis, MO
| | - Nicholas Pickersgill
- Division of Urologic Surgery, Department of Surgery, Washington University in St. Louis, MO
| | - Joel Vetter
- Division of Urologic Surgery, Department of Surgery, Washington University in St. Louis, MO
| | - Tara Suresh
- Washington University in St. Louis School of medicine. St. Louis, MO
| | - Joseph E Ippolito
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO
| | - Zachary L Smith
- Division of Urologic Surgery, Department of Surgery, Washington University in St. Louis, MO
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Liu Y, Shao Y, Hao Z, Lei X, Liang P, Chang Q, Wang X. Cuproptosis gene-related, neural network-based prognosis prediction and drug-target prediction for KIRC. Cancer Med 2024; 13:e6763. [PMID: 38131663 PMCID: PMC10807644 DOI: 10.1002/cam4.6763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 10/23/2023] [Accepted: 11/16/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Kidney renal clear cell carcinoma (KIRC), as a common case in renal cell carcinoma (RCC), has the risk of postoperative recurrence, thus its prognosis is poor and its prognostic markers are usually based on imaging methods, which have the problem of low specificity. In addition, cuproptosis, as a novel mode of cell death, has been used as a biomarker to predict disease in many cancers in recent years, which also provides an important basis for prognostic prediction in KIRC. For postoperative patients with KIRC, an important means of preventing disease recurrence is pharmacological treatment, and thus matching the appropriate drug to the specific patient's target is also particularly important. With the development of neural networks, their predictive performance in the field of medical big data has surpassed that of traditional methods, and this also applies to the field of prognosis prediction and drug-target prediction. OBJECTIVE The purpose of this study is to screen for cuproptosis genes related to the prognosis of KIRC and to establish a deep neural network (DNN) model for patient risk prediction, while also developing a personalized nomogram model for predicting patient survival. In addition, sensitivity drugs for KIRC were screened, and a graph neural network (GNN) model was established to predict the targets of the drugs, in order to discover potential drug action sites and provide new treatment ideas for KIRC. METHODS We used the Cancer Genome Atlas (TCGA) database, International Cancer Genome Consortium (ICGC) database, and DrugBank database for our study. Differentially expressed genes (DEGs) were screened using TCGA data, and then a DNN-based risk prediction model was built and validated using ICGC data. Subsequently, the differences between high- and low-risk groups were analyzed and KIRC-sensitive drugs were screened, and finally a GNN model was trained using DrugBank data to predict the relevant targets of these drugs. RESULTS A prognostic model was built by screening 10 significantly different cuproptosis-related genes, the model had an AUC of 0.739 on the training set (TCGA data) and an AUC of 0.707 on the validation set (ICGC data), which demonstrated a good predictive performance. Based on the prognostic model in this paper, patients were also classified into high- and low-risk groups, and functional analyses were performed. In addition, 251 drugs were screened for sensitivity, and four drugs were ultimately found to have high sensitivity, with 5-Fluorouracil having the best inhibitory effect, and subsequently their corresponding targets were also predicted by GraphSAGE, with the most prominent targets including Cytochrome P450 2D6, UDP-glucuronosyltransferase 1A, and Proto-oncogene tyrosine-protein kinase receptor Ret. Notably, the average accuracy of GraphSAGE was 0.817 ± 0.013, which was higher than that of GAT and GTN. CONCLUSION Our KIRC risk prediction model, constructed using 10 cuproptosis-related genes, had good independent prognostic ability. In addition, we screened four highly sensitive drugs and predicted relevant targets for these four drugs that might treat KIRC. Finally, literature research revealed that four drug-target interactions have been demonstrated in previous studies and the remaining targets are potential sites of drug action for future research.
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Affiliation(s)
- Yixin Liu
- Department of Surgery, Shanghai Key Laboratory of Gastric NeoplasmsShanghai Institute of Digestive Surgery, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
- School of Health Science and EngineeringUniversity of Shanghai for Science and TechnologyShanghaiChina
| | - Yuan Shao
- Department of UrologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Zezhou Hao
- School of Health Science and EngineeringUniversity of Shanghai for Science and TechnologyShanghaiChina
| | - Xuanzi Lei
- Graduate SchoolShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Pengchen Liang
- School of MicroelectronicsShanghai UniversityShanghaiChina
| | - Qing Chang
- Department of Surgery, Shanghai Key Laboratory of Gastric NeoplasmsShanghai Institute of Digestive Surgery, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
- School of Health Science and EngineeringUniversity of Shanghai for Science and TechnologyShanghaiChina
| | - Xianjin Wang
- Department of UrologyRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
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11
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Chen SH, Lin BH, Chen SM, Qiu QRS, Ruan ZT, Chen ZJ, Wei Y, Zheng QS, Xue XY, Miao WB, Xu N. Head-to-head comparisons of enhanced CT, 68Ga-PSMA-11 PET/CT and 18F-FDG PET/CT in identifying adverse pathology of clear-cell renal cell carcinoma: a prospective study. Int Braz J Urol 2023; 49:716-731. [PMID: 37624658 PMCID: PMC10947621 DOI: 10.1590/s1677-5538.ibju.2023.0312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 07/31/2023] [Indexed: 08/27/2023] Open
Abstract
OBJECTIVES Accurate preoperative prediction of adverse pathology is crucial for treatment planning of renal cell carcinoma (RCC). Previous studies have emphasized the potential of prostate-specific membrane antigen positron emission tomography / computed tomography (PSMA PET/CT) in differentiating between benign and malignant localized renal tumors. However, there is a scarcity of case reports elucidating the identification of aggressive pathological features using PET/CT. Our study was designed to prospectively compare the diagnostic value of enhanced CT, 68Ga-PSMA-11 and 18F-fluorodeoxyglucose (18F-FDG) PET/CT in clear-cell renal cell carcinoma (ccRCC) with necrosis or sarcomatoid or rhabdoid differentiation. MATERIALS AND METHODS A prospective case series of patients with a newly diagnosed renal mass who underwent enhanced CT, 68Ga-PSMA-11 and 18F-FDG PET/CT within 30 days prior to nephrectomy was included. Complete preoperative and postoperative clinicopathological data were recorded. Patients who received neoadjuvant targeted therapy, declined enhanced CT or PET/CT scanning, refused surgical treatment or had non-ccRCC pathological indications were excluded. Radiological parameters were compared within subgroups of pathological characteristics. Bonferroni corrections were used to adjust for multiple testing and statistical significance was set at a p-value less than 0.017. RESULTS Seventy-two patients were available for the final analysis. Enhanced CT demonstrated poor performance in identifying necrosis, sarcomatoid or rhabdoid differentiation and adverse pathology (all P > 0.05). The maximum standardized uptake value (SUVmax) of 68Ga-PSMA-11 PET/CT was more effective than 18F-FDG PET/CT in identifying tumor necrosis and adverse pathology, with an area under the curve (AUC) of 0.85 (cutoff value=25.26, p<0.001; Delong test z=2.709, p=0.007) for tumor necrosis and AUC of 0.90 (cutoff value=25.26, p<0.001; Delong test z=3.433, p<0.001) for adverse pathology. However, no significant statistical difference was found between 68Ga-PSMA-11 and 18F-FDG PET/CT in predicting sarcomatoid or rhabdoid feature (AUC of 0.91 vs.0.75, Delong test z=1.998, p=0.046). Subgroup analyses based on age, sex, tumor location, maximal diameter, stage and WHO/ISUP grade demonstrated that 68Ga-PSMA-11 PET/CT SUVmax had a significant predictive value for adverse pathology. Enhanced CT value and SUVmax demonstrated strong reliability [intraclass correlation coefficient (ICC) > 0.80], indicating a robust correlation. CONCLUSIONS 68Ga-PSMA-11 PET/CT demonstrates distinct advantages in identifying aggressive pathological features of primary ccRCC when compared to enhanced CT and 18F-FDG PET/CT. Further research and assessment are warranted to fully establish the clinical utility of 68Ga-PSMA-11 PET/CT in ccRCC.
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Affiliation(s)
- Shao-Hao Chen
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Bo-Han Lin
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Shao-Ming Chen
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of Nuclear MedicineFuzhouChinaDepartment of Nuclear Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Qian-Ren-Shun Qiu
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Zhong-Tian Ruan
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Ze-Jia Chen
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yong Wei
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Qing-Shui Zheng
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xue-Yi Xue
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- The First Affiliated Hospital of Fujian Medical UniversityFujian Key Laboratory of Precision Medicine for CancerFuzhouChinaFujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Wei-Bing Miao
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of Nuclear MedicineFuzhouChinaDepartment of Nuclear Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- The First Affiliated Hospital of Fujian Medical UniversityFujian Key Laboratory of Precision Medicine for CancerFuzhouChinaFujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Ning Xu
- The First Affiliated Hospital of Fujian Medical UniversityDepartment of UrologyUrology Research InstituteFuzhouChinaDepartment of Urology, Urology Research Institute, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- Fujian Medical UniversityDepartment of UrologyNational Region Medical centerFuzhouChinaDepartment of Urology, National Region Medical center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- The First Affiliated Hospital of Fujian Medical UniversityFujian Key Laboratory of Precision Medicine for CancerFuzhouChinaFujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
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12
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Zhu C, Sun Z, Wang J, Meng X, Ma Z, Guo R, Niu J, Tran LJ, Zhang J, Jiang T, Liu Y, Ye F, Ma B. Exploring oncogenes for renal clear cell carcinoma based on G protein-coupled receptor-associated genes. Discov Oncol 2023; 14:182. [PMID: 37816979 PMCID: PMC10564696 DOI: 10.1007/s12672-023-00795-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 09/19/2023] [Indexed: 10/12/2023] Open
Abstract
G protein-coupled receptors (GPCRs) are a class of receptors on cell membranes that regulate various biological processes in cells, such as cell proliferation, differentiation, migration, apoptosis, and metabolism, by interacting with G proteins. However, the role of G protein-coupled receptors in predicting the prognosis of renal clear cell carcinoma is still unknown. The transcriptome data and clinical profiles of renal clear cell carcinoma patients, were downloaded from TCGA databases, and the validation group data were downloaded from number GSE167573, including 63 tumor samples and 14 normal samples. Single-cell RNA sequencing data were downloaded from the GEO database, No. GSE152938 and selected samples were used for GSEA enrichment analysis, WGCNA subgroup analysis, single-cell data analysis, and mutation analysis to explore the role of G protein-coupled receptor-related genes in the diagnosis and prognosis of renal clear cell carcinoma and to verify their reliability with cellular experiments. Finally, this study establishes a disease model based on G protein-coupled receptor-related genes, which may help to propose targeted therapeutic regimens in different strata of renal cell carcinoma patients.Author names: Please confirm if the author names are presented accurately and in the correct sequence (given name, middle name/initial, family name). Author: Given name [Lisa Jia] Last name [Tran].It's ok!
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Affiliation(s)
- Chengcun Zhu
- Department of Urology, The First People’s Hospital of Jiangxia District, Wuhan, 430200 Hubei China
| | - Zhou Sun
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
| | - Jie Wang
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
- Department of Urology, The Second People’s Hospital of Meishan City, Meishan, Sichuan China
| | - Xiangdi Meng
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
| | - Zhaosen Ma
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
| | - Rui Guo
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
| | - Jiqiang Niu
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
| | - Lisa Jia Tran
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, 81377 Munich, Germany
| | - Jing Zhang
- Division of Basic Biomedical Sciences, The University of South Dakota Sanford School of Medicine, Vermillion, SD 57069 USA
| | - Tianxiao Jiang
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, 81377 Munich, Germany
| | - Yunfei Liu
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, 81377 Munich, Germany
| | - Fangdie Ye
- Department of Urology, Huashan Hospital, Fudan University, Shanghai, China
| | - Baoluo Ma
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei China
- Department of Urology, China-Japan Union Hospital of Jilin University, Changchun, 130000 Jilin China
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Kümmerl L, Kraulich M, Lesyuk W, Binninger A, Goebell PJ, Kahlmeyer A. Sarcopenia assessments as predictors of overall survival in patients with metastatic renal cell carcinoma. Urol Oncol 2023; 41:392.e1-392.e9. [PMID: 37442742 DOI: 10.1016/j.urolonc.2023.06.011] [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: 01/09/2023] [Revised: 04/10/2023] [Accepted: 06/18/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND Sarcopenia represents an important prognostic marker in tumor patients. However, measurement methods and threshold values are not uniformly defined. The aim of this study is therefore to determine the prognostic value of current definitions of sarcopenia in patients with metastatic renal cell carcinoma treated with tyrosine-kinase-inhibitors (TKIs). METHODS In 93 patients with metastatic renal cell carcinoma, sarcopenia was assessed based on manually assisted software measurements of sarcopenia indices based on different muscle areas. Whole muscle area and psoas muscle area at L3 were estimated and adjusted to patient's height in routine CT imaging before the start of first-line TKI therapy. The correlation of different sarcopenia definitions to overall survival was investigated in a univariate analysis as well as in a multivariate analysis. RESULTS The mean patients' age at inclusion was 65.8 years (21-86 years). Median survival was 12.3 months (IQR: 5.7-29.8 months), and mean survival was 18.8 months (SD: 17.2 months). As the definitions of sarcopenia differ considerably, 7.6% to 96.7% of the patients were classified as sarcopenic. In univariate analysis, sarcopenia was significantly associated with overall survival. Multivariate analysis, taking into account the Memorial Sloan Kettering Cancer Center risk score, revealed that some sarcopenia-indices are additional and independent prognostic markers. The risk of death was approximately doubled in sarcopenic patients. CONCLUSIONS Sarcopenia is an important prognostic factor in patients with metastatic renal cell carcinoma treated with TKIs. Multivariate analysis demonstrates a doubling of the risk of death in sarcopenic patients. The assessment of sarcopenia can be performed by the analysis of routine staging imaging using indices of the total muscle area or the psoas muscle area.
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Affiliation(s)
- Luca Kümmerl
- Urologische und Kinderurologische Klinik, Universitätsklinikum Erlangen, Erlangen, Germany; Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
| | - Matthias Kraulich
- Urologische und Kinderurologische Klinik, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Wladimir Lesyuk
- Radiologisches Institut, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Adrian Binninger
- Clinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany
| | - Peter J Goebell
- Urologische und Kinderurologische Klinik, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Andreas Kahlmeyer
- Urologische und Kinderurologische Klinik, Universitätsklinikum Erlangen, Erlangen, Germany
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Buhas BA, Toma V, Crisan N, Ploussard G, Maghiar TA, Știufiuc RI, Lucaciu CM. High-Accuracy Renal Cell Carcinoma Discrimination through Label-Free SERS of Blood Serum and Multivariate Analysis. BIOSENSORS 2023; 13:813. [PMID: 37622899 PMCID: PMC10452371 DOI: 10.3390/bios13080813] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 08/07/2023] [Accepted: 08/09/2023] [Indexed: 08/26/2023]
Abstract
Renal cell carcinoma (RCC) represents the sixth most frequently diagnosed cancer in men and is asymptomatic, being detected mostly incidentally. The apparition of symptoms correlates with advanced disease, aggressive histology, and poor outcomes. The development of the Surface-Enhanced Raman Scattering (SERS) technique opened the way for investigating and detecting small molecules, especially in biological liquids such as serum or blood plasma, urine, saliva, and tears, and was proposed as a simple technique for the diagnosis of various diseases, including cancer. In this study, we investigated the use of serum label-free SERS combined with two multivariate analysis tests: Principal Component Analysis combined with Linear Discriminate Analysis (PCA-LDA) and Supported Vector Machine (SVM) for the discrimination of 50 RCC cancer patients from 45 apparently healthy donors. In the case of LDA-PCA, we obtained a discrimination accuracy of 100% using 12 principal components and a quadratic discrimination function. The accuracy of discrimination between RCC stages was 88%. In the case of the SVM approach, we obtained a training accuracy of 100%, a validation accuracy of 92% for the discrimination between RCC and controls, and an accuracy of 81% for the discrimination between stages. We also performed standard statistical tests aimed at improving the assignment of the SERS vibration bands, which, according to our data, are mainly due to purinic metabolites (uric acid and hypoxanthine). Moreover, our results using these assignments and Student's t-test suggest that the main differences in the SERS spectra of RCC patients are due to an increase in the uric acid concentration (a conclusion in agreement with recent literature), while the hypoxanthine concentration is not statistically different between the two groups. Our results demonstrate that label-free SERS combined with chemometrics holds great promise for non-invasive and early detection of RCC. However, more studies are needed to validate this approach, especially when combined with other urological diseases.
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Affiliation(s)
- Bogdan Adrian Buhas
- Department of Urology, La Croix du Sud Hospital, 52 Chemin de Ribaute St., 31130 Quint Fonsegrives, France; (B.A.B.); (G.P.)
- Department of Urology, Clinical Municipal Hospital, 11 Tabacarilor St., 400139 Cluj-Napoca, Romania;
- Faculty of Medicine and Pharmacy, University of Oradea, 1 Universitatii St., 410087 Oradea, Romania;
| | - Valentin Toma
- Department of Nanobiophysics, MedFuture Research Center for Advanced Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 4-6 Pasteur St., 400337 Cluj-Napoca, Romania;
| | - Nicolae Crisan
- Department of Urology, Clinical Municipal Hospital, 11 Tabacarilor St., 400139 Cluj-Napoca, Romania;
- Department of Urology, “Iuliu Hatieganu” University of Medicine and Pharmacy, 8 Victor Babes St., 400347 Cluj-Napoca, Romania
| | - Guillaume Ploussard
- Department of Urology, La Croix du Sud Hospital, 52 Chemin de Ribaute St., 31130 Quint Fonsegrives, France; (B.A.B.); (G.P.)
| | - Teodor Andrei Maghiar
- Faculty of Medicine and Pharmacy, University of Oradea, 1 Universitatii St., 410087 Oradea, Romania;
| | - Rareș-Ionuț Știufiuc
- Department of Nanobiophysics, MedFuture Research Center for Advanced Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 4-6 Pasteur St., 400337 Cluj-Napoca, Romania;
- Department of Pharmaceutical Physics–Biophysics, Faculty of Pharmacy, “Iuliu Hatieganu” University of Medicine and Pharmacy, 6 Pasteur St., 400349 Cluj-Napoca, Romania
| | - Constantin Mihai Lucaciu
- Department of Pharmaceutical Physics–Biophysics, Faculty of Pharmacy, “Iuliu Hatieganu” University of Medicine and Pharmacy, 6 Pasteur St., 400349 Cluj-Napoca, Romania
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15
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Wessels F, Schmitt M, Krieghoff-Henning E, Nientiedt M, Waldbillig F, Neuberger M, Kriegmair MC, Kowalewski KF, Worst TS, Steeg M, Popovic ZV, Gaiser T, von Kalle C, Utikal JS, Fröhling S, Michel MS, Nuhn P, Brinker TJ. A self-supervised vision transformer to predict survival from histopathology in renal cell carcinoma. World J Urol 2023; 41:2233-2241. [PMID: 37382622 PMCID: PMC10415487 DOI: 10.1007/s00345-023-04489-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 06/10/2023] [Indexed: 06/30/2023] Open
Abstract
PURPOSE To develop and validate an interpretable deep learning model to predict overall and disease-specific survival (OS/DSS) in clear cell renal cell carcinoma (ccRCC). METHODS Digitised haematoxylin and eosin-stained slides from The Cancer Genome Atlas were used as a training set for a vision transformer (ViT) to extract image features with a self-supervised model called DINO (self-distillation with no labels). Extracted features were used in Cox regression models to prognosticate OS and DSS. Kaplan-Meier for univariable evaluation and Cox regression analyses for multivariable evaluation of the DINO-ViT risk groups were performed for prediction of OS and DSS. For validation, a cohort from a tertiary care centre was used. RESULTS A significant risk stratification was achieved in univariable analysis for OS and DSS in the training (n = 443, log rank test, p < 0.01) and validation set (n = 266, p < 0.01). In multivariable analysis, including age, metastatic status, tumour size and grading, the DINO-ViT risk stratification was a significant predictor for OS (hazard ratio [HR] 3.03; 95%-confidence interval [95%-CI] 2.11-4.35; p < 0.01) and DSS (HR 4.90; 95%-CI 2.78-8.64; p < 0.01) in the training set but only for DSS in the validation set (HR 2.31; 95%-CI 1.15-4.65; p = 0.02). DINO-ViT visualisation showed that features were mainly extracted from nuclei, cytoplasm, and peritumoural stroma, demonstrating good interpretability. CONCLUSION The DINO-ViT can identify high-risk patients using histological images of ccRCC. This model might improve individual risk-adapted renal cancer therapy in the future.
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Affiliation(s)
- Frederik Wessels
- Digital Biomarkers for Oncology Group, National Centre for Tumour Diseases (NCT), German Cancer Research Centre (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Max Schmitt
- Digital Biomarkers for Oncology Group, National Centre for Tumour Diseases (NCT), German Cancer Research Centre (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Eva Krieghoff-Henning
- Digital Biomarkers for Oncology Group, National Centre for Tumour Diseases (NCT), German Cancer Research Centre (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Malin Nientiedt
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Frank Waldbillig
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Manuel Neuberger
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Maximilian C Kriegmair
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Karl-Friedrich Kowalewski
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Thomas S Worst
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Matthias Steeg
- Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Zoran V Popovic
- Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Timo Gaiser
- Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Christof von Kalle
- Department of Clinical-Translational Sciences, Berlin Institute of Health (BIH), Charité University Medicine, Berlin, Germany
| | - Jochen S Utikal
- Skin Cancer Unit, German Cancer Research Centre (DKFZ), Heidelberg, Germany
- Department of Dermatology, Venereology and Allergology, University Medical Centre Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Stefan Fröhling
- National Centre for Tumour Diseases, German Cancer Research Centre, Heidelberg, Germany
| | - Maurice S Michel
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Philipp Nuhn
- Department of Urology and Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Centre Mannheim, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany
| | - Titus J Brinker
- Digital Biomarkers for Oncology Group, National Centre for Tumour Diseases (NCT), German Cancer Research Centre (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
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Šekerija M, Alfirević M, Čukelj P, Brkić Biloš I, Kuliš T. KIDNEY CANCER IN CROATIA - TRENDS IN INCIDENCE AND MORTALITY IN THE 21 ST CENTURY. Acta Clin Croat 2023; 62:76-83. [PMID: 38966017 PMCID: PMC11221242 DOI: 10.20471/acc.2023.62.s2.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2024] Open
Abstract
Kidney cancer is estimated to be responsible for more than 400 000 new cancer cases and 180 000 cancer deaths a year. Its incidence is increasing in the majority of developed countries, due to an increased prevalence of recognized risk factors such as smoking, alcohol use and obesity, as well as incidental findings on unrelated diagnostic imaging procedures. Mortality is decreasing in the majority of European countries, due to improvements in treatment and stage at diagnosis shift with more tumors being diagnosed at an early stage. In this paper, we present kidney cancer incidence and mortality trends in Croatia using joinpoint regression analysis. The incidence was rising throughout the 2001-2019 period, with an annual percent change (APC) of 2.5%; more so in men (APC of 2.5%) than in women (APC of 2.2%). Mortality increased during the 2001-2014 period (APC of 2.4%), but started to decrease in recent years (APC -2.7%, 2014-2020). Unlike sex differences observed in other European countries, with more favorable mortality trends found in women, our study showed a constant increase in mortality in women (APC of 1.2%) and a recent decrease in mortality in men, starting in 2013 (APC of -2.8%), after a period of increase from 2001 (APC of 3.3%).
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Affiliation(s)
- Mario Šekerija
- Division for Epidemiology and Prevention of Non-communicable Chronic Diseases, Croatian Institute of Public Health, Zagreb, Croatia
- University of Zagreb, School of Medicine, Zagreb, Croatia
| | - Maša Alfirević
- Department of Urology, Sveti Duh University Hospital, Zagreb, Croatia
| | - Petra Čukelj
- Division for Epidemiology and Prevention of Non-communicable Chronic Diseases, Croatian Institute of Public Health, Zagreb, Croatia
| | - Ivana Brkić Biloš
- Division for Epidemiology and Prevention of Non-communicable Chronic Diseases, Croatian Institute of Public Health, Zagreb, Croatia
| | - Tomislav Kuliš
- University of Zagreb, School of Medicine, Zagreb, Croatia
- Department of Urology, Zagreb University Hospital Center, Zagreb, Croatia
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Cetin T, Celik S, Sozen S, Akdogan B, Izol V, Aslan G, Suer E, Bayazit Y, Karakoyunlu N, Ozen H, Baltaci S, Gokalp F, Tinay I. Oncological outcomes of papillary versus clear cell renal cell carcinoma in pT1 and pT2 stage: Results from a contemporary Turkish patient cohort. Arch Ital Urol Androl 2023:11218. [PMID: 37254924 DOI: 10.4081/aiua.2023.11218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 02/17/2023] [Indexed: 06/01/2023] Open
Abstract
OBJECTIVES To compare overall survival (OS), recurrence free survival (RFS), and cancer-specific survival (CSS) in the long-term follow-up of T1 and T2 clear-cell-Renal Cell Carcinoma (ccRCC) and papillary Renal Cell Carcinoma (pRCC) patients, as well as to determine the risk factors for recurrence and overall mortality. MATERIAL AND METHOD Data of patients with kidney tumors obtained from the Urologic Cancer Database - Kidney (UroCaD-K) of Turkish Urooncology Association (TUOA) were evaluated retrospectively. Out of them, patients who had pathological T1-T2 ccRCC and pRCC were included in the study. According to the two histological subtype, recurrence and mortality status, RFS, OS and CSS data were analyzed. RESULTS RFS, OS and CSS of pRCC and ccRCC were found to be similar. Radiological local invasion was shown to be a risk factor for recurrence in pRCC, and age was the only independent factor affecting overall mortality. CONCLUSIONS There were no differences in survivals (RFS, OS and CSS) of patients with localized papillary and clear cell RCC. While age was the only factor affecting overall mortality, radiological local invasion was a risk factor for recurrence in papillary RCC.
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Affiliation(s)
- Taha Cetin
- Izmir Bozyaka Research and Training Hospital Urology Department, Izmir; Member of Turkish Urooncology Association.
| | - Serdar Celik
- Izmir Bozyaka Research and Training Hospital Urology Department, Izmir; Member of Turkish Urooncology Association.
| | - Sinan Sozen
- Gazi University Faculty of Medicine Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Bulent Akdogan
- Hacettepe University Faculty of Medicine Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Volkan Izol
- Cukurova University Faculty of Medicine Urology Department, Adana; Member of Turkish Urooncology Association.
| | - Guven Aslan
- Dokuz Eylul University Faculty of Medicine Urology Department, Izmir; Member of Turkish Urooncology Association.
| | - Evren Suer
- Ankara University Faculty of Medicine Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Yildirim Bayazit
- Cukurova University Faculty of Medicine Urology Department, Adana; Member of Turkish Urooncology Association.
| | - Nihat Karakoyunlu
- University of Health Sciences Dıskapi Yildirim Beyazit Research and Training Hospital Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Haluk Ozen
- Hacettepe University Faculty of Medicine Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Sumer Baltaci
- Ankara University Faculty of Medicine Urology Department, Ankara; Member of Turkish Urooncology Association.
| | - Fatih Gokalp
- Mustafa Kemal University Tayfur Ata Sokmen Medicine Faculty Urology Department, Hatay; Member of Turkish Urooncology Association.
| | - Ilker Tinay
- Marmara University Faculty of Medicine Urology Department, Istanbul; Member of Turkish Urooncology Association.
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Kalantzakos T, Hooper K, Das S, Sullivan T, Canes D, Moinzadeh A, Rieger-Christ K. MicroRNA-155-5p Targets JADE-1, Promoting Proliferation, Migration, and Invasion in Clear Cell Renal Cell Carcinoma Cells. Int J Mol Sci 2023; 24:ijms24097825. [PMID: 37175531 PMCID: PMC10178234 DOI: 10.3390/ijms24097825] [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: 03/03/2023] [Revised: 03/30/2023] [Accepted: 04/20/2023] [Indexed: 05/15/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) incidence has been rising in recent years, with strong association between differential microRNA (miRNA) expression and neoplastic progression. Specifically, overexpression of miR-155-5p has been associated with promoting aggressive cancer in ccRCC and other cancers. In this study, we further investigate the role of this miRNA and one of its protein targets, Jade-1, to better understand the mechanism behind aggressive forms of ccRCC. Jade-1, a tumor suppressor, is stabilized by Von-Hippel Lindau (VHL), which is frequently mutated in ccRCC. Experiments featuring downregulation of miR-155-5p in two ccRCC cell lines (786-O and Caki-1) attenuated their oncogenic potential and led to increased levels of Jade-1. Conversely, knockdown experiments with an anti-Jade-1 shRNA in 786-O and Caki-1 cells showed increased metastatic potential through elevated proliferation, migration, and invasion rates. In a mouse xenograft model, downregulation of miR-155 decreased the rate of tumor implantation and proliferation. Direct interaction between miR-155-5p and Jade-1 was confirmed through a 3'UTR luciferase reporter assay. These findings further elucidate the mechanism of action of miR-155-5p in driving an aggressive phenotype in ccRCC through its role in regulating Jade-1.
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Affiliation(s)
- Thomas Kalantzakos
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - Kailey Hooper
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - Sanjna Das
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - Travis Sullivan
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - David Canes
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - Alireza Moinzadeh
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
| | - Kimberly Rieger-Christ
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA 01805, USA
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Climent C, Soriano S, Bonfill T, Lopez N, Rodriguez M, Sierra M, Andreu P, Fragio M, Busquets M, Carrasco A, Cano O, Seguí MA, Gallardo E. The role of immunotherapy in non-clear cell renal cell carcinoma. Front Oncol 2023; 13:941835. [PMID: 36816976 PMCID: PMC9936973 DOI: 10.3389/fonc.2023.941835] [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: 05/11/2022] [Accepted: 01/13/2023] [Indexed: 02/05/2023] Open
Abstract
The category of non-clear cell renal cell carcinoma (nccRCC) includes several clinically, histologically, and molecularly diverse entities. Traditionally, they comprise type 1 and type 2 papillary, chromophobe, unclassified, and other histologies (medullary, collecting duct carcinoma, and translocation-associated). Molecular knowledge has allowed the identification of some other specific subtypes, such as fumarate hydratase-deficient renal cell carcinoma (RCC) or succinate dehydrogenase-associated RCC. In addition, it has recognized some alterations with a possible predictive role, e.g., MET proto-oncogene receptor tyrosine kinase (MET) alterations in papillary tumors. Standard therapies for the management of advanced clear cell RCC (ccRCC), i.e., vascular endothelial growth factor receptor (VEGFR) pathway inhibitors and mammalian target of rapamycin inhibitors, have shown poorer results in nccRCC patients. Therefore, there is a need to improve the efficacy of the treatment for advanced nccRCC. Immunotherapy, especially immune checkpoint inhibitors (ICIs) targeting programmed death 1/programmed death ligand 1 and cytotoxic T-lymphocyte associated protein 4 (CTLA-4), has demonstrated a significant survival benefit in several malignant neoplasias, including ccRCC, with a proportion of patients achieving long survival. The combinations of ICI or ICI + VEGFR tyrosine kinase inhibitors (TKIs) are the standard of care in advanced ccRCC. Unfortunately, major pivotal trials did not include specific nccRCC populations. In recent years, several studies have retrospectively or prospectively evaluated ICIs alone or in combination with another ICI or with TKIs in nccRCC patients. In this article, we review data from available trials in order to elucidate clinical and molecular profiles that could benefit from immunotherapy approaches.
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Szabla N, Matillon X, Calves J, Branchereau J, Champy C, Neuzillet Y, Bessede T, Bouhié S, Boutin JM, Caillet K, Cognard N, Culty T, De Fortescu G, Drouin S, Bentellis I, Hubert J, Boissier R, Sallusto F, Sénéchal C, Terrier N, Thuret R, Verhoest G, Waeckel T, Tillou X. Updated National Study of Functional Graft Renal Cell Carcinomas: Are They a Different Entity? Urology 2023; 171:152-157. [PMID: 36243142 DOI: 10.1016/j.urology.2022.09.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 09/24/2022] [Accepted: 09/26/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To analyze de novo graft carcinoma characteristics from our updated national multicentric retrospective cohort. METHODS Thirty-two transplant centers have retrospectively completed the database. This database concerns all kidney graft tumors including urothelial, and others type but excludes renal lymphomas over 31 years. RESULTS One hundred and fifty twokidney graft carcinomas were diagnosed in functional grafts. Among them 130 tumors were Renal Cell Carcinomas. The calculated incidence was 0.18%. Median age of the allograft at diagnosis was 45.4 years old. The median time between transplantation and diagnosis was 147.1 months. 60 tumors were papillary carcinomas and 64 were clear cell carcinomas. Median tumor size was 25 mm. 18, 64, 21 and 1 tumors were respectively Fuhrman grade 1, 2, 3 and 4. Nephron sparing surgery (NSS) was performed on 68 (52.3%) recipients. Ablative therapy was performed in 23 cases (17.7%). Specific survival rate was 96.8%. CONCLUSION This study confirmed that renal graft carcinomas are a different entity: with a younger age of diagnosis; a lower stage at diagnosis; a higher incidence of papillary subtypes.
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Affiliation(s)
- Nicolas Szabla
- CHU de Caen, Urology and Transplantation, Caen Calvados, France
| | - Xavier Matillon
- Hôpital Edouard Herriot, Urology and Transplantation, Lyon, Rhone, France
| | - Jehanne Calves
- CHU de Brest, Urology and Transplantation, Brest, Britanny, France
| | | | - Cécile Champy
- CHU Henri Mondor, Urology and Transplantation, Créteil, Val de Marne, France
| | - Yann Neuzillet
- Hôpital Foch, Urology and Transplantation, Suresnes, Huats de siene, France
| | - Thomas Bessede
- Hôpital Kremlin Bicetre, Urology and Transplantation, Paris, Paris, France
| | | | - Jean-Marie Boutin
- Hôpital Bretonneaux, Urology and Transplantation, Tours, Val de Loire, France
| | - Kevin Caillet
- CHU d'Amiens, Urology and Transplantation, Amiens, Somne, France
| | - Noelle Cognard
- CHU de Strasbourg, Urology and Transplantation, Strasbourg, Bas-Rhin, France
| | - Thibaut Culty
- CHU d'Angers, Urology and Transplantation, Angers, Maine et Loire, France
| | | | - Sarah Drouin
- Hôpital La Pitié Salpêtrière, Transplantation, Paris, Paris, France
| | - Imad Bentellis
- CHU Félix Guyon, Urology and Transplantation, La Réunion, La Reunion, France
| | - Jacques Hubert
- CHU de Nancy, Urology and Transplantation, Nancy, Meurthe-et-Moselle, France
| | - Romain Boissier
- Hôpital de la Conception, Urology and Transplantation, Marseille, Provence, France
| | - Federico Sallusto
- CHU de Toulouse, Urology and Transplantation, Toulouse ,Haute Gronnea, France
| | - Cédric Sénéchal
- CHU de Point à Pitre, Urology and Transplantation, Point à Pitre, Guadeloupe, France
| | - Nicolas Terrier
- CHU de Grenoble, Urology and Transplantation, Grenoble, Isare, France
| | - Rodolphe Thuret
- CHU de Montpellier, Urology and Transplantation, Montpellier, Herault, France
| | - Gregory Verhoest
- CHU de Rennes, Urology and Transplantation, Rennes, Ille-et-Vilaine, France
| | - Thibaut Waeckel
- CHU de Bordeaux, Urology and Transplantation, Bordeaux, Gironde, France
| | - Xavier Tillou
- CHU de Caen, Urology and Transplantation, Caen Calvados, France.
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21
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Gaas MY, Kaprin AD, Vorobyev NV, Rapoport LM, Korolev DO, Kalpinsky AS. Markers of local kidney cancer recurrence: A surgeon's mistake or a pattern? Review. Urologia 2022:3915603221140964. [PMID: 36515572 DOI: 10.1177/03915603221140964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The influence of various morphological, anatomical, genetic and other factors on the local recurrence-free survival of patients who have undergone different renal cell cancer (RCC) treatment is still a rather complex, ambiguous and controversial issue for practicing oncourologists. This review evaluates the effect of several factors on both recurrence-free survival and local recurrence-free survival. The review includes articles, clinical cases, literature reviews, and meta-analyses highlighting the analysis of independent and interrelated predisposing factors for developing local recurrence of RCC from 1984 to 2020. The PubMed, Web of Science, and Scopus databases were searched in English, Spanish, and German. A review of the literature showed the role of the following indices in the local recurrence RCC: microvascular invasion (p = 0.001), tumor necrosis (p = 0.0001), high malignancy (Fuhrman III or IV) (HR = 38.3, 95% CI 3.1-467, p = 0.004) as histological factors, tumor size as an anatomical factor. Thus, the authors state that every centimeter of the tumor increases the risk of local recurrence (p < 0.05). A group from the Mayo Clinic showed the equivalence of different treatment methods in local RCC recurrence. Thus, in the group of patients with cT1a stage kidney cancer, the 5-year local recurrence-free survival rates were 97.7% (96.7-98.6), 95.9% (92.3-99.6), and 95.9% (92.3-99.6) for renal resection, RFA, and cryoablation, respectively. Surgical margin status is the most studied and controversial marker of local renal cell carcinoma recurrence. Researchers found a direct effect of PSM on the risk of local RCC recurrence (p < 0.01). The personalized approach with the search and evaluation of predisposing factors for the local recurrence, as well as further selection of the most optimal treatment, will allow oncourologists to improve both the effectiveness of primary treatment and the recurrence-free survival of patients.
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Affiliation(s)
- Margarita Y Gaas
- Department Urology and Operative Nephrology with the Course of Oncourology of Medical Institute of Peoples' Friendship University of Russia, Moscow, Russian Federation
| | - Andrey D Kaprin
- Department Urology and Operative Nephrology with the Course of Oncourology of Medical Institute of Peoples' Friendship University of Russia, Moscow, Russian Federation
| | - Nikolay V Vorobyev
- Department of Oncology, Radiotherapy and Plastic Surgery of I.M. Sechenov First Moscow State Medical University, Moscow, Russian Federation.,P.A. Hertsen Moscow Oncology Research Center, A Branch of FSBI NMRRC of the Ministry of Health of Russia, Moscow, Russian Federation
| | - Leonid M Rapoport
- Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russian Federation
| | - Dmitry O Korolev
- Institute for Urology and Reproductive Health, Sechenov University, Moscow, Russian Federation
| | - Alexey S Kalpinsky
- Department of Tumors of the Reproductive and Urinary Organs, Moscow Research Oncological Institute, P. A. Herzen, Branch of the Federal State Budgetary Institution "National Research Center of Radiology," Moscow, Russian Federation
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22
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Hu Y, Xu S, Qi Q, Wang X, Meng J, Zhou J, Hao Z, Liang Q, Feng X, Liang C. A novel nomogram and risk classification system predicting the overall survival of patients with papillary renal cell carcinoma after nephrectomy: A population-based study. Front Public Health 2022; 10:989566. [PMID: 36276376 PMCID: PMC9581403 DOI: 10.3389/fpubh.2022.989566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/02/2022] [Indexed: 01/26/2023] Open
Abstract
Background Papillary renal cell carcinoma (pRCC) is the largest histologic subtype of non-clear-cell RCC. To date, there is no reliable nomogram to predict the prognosis of patients with pRCC after nephrectomy. We aimed to first establish an effective nomogram to predict the overall survival (OS) of patients with pRCC after nephrectomy. Methods A total of 3,528 eligible patients with pRCC after nephrectomy were identified from the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2015. The patients were randomized into the training cohort (n = 2,472) and the validation cohort (n = 1,056) at a 7:3 ratio. In total, 122 real-world samples from our institute (titled the AHMU-pRCC cohort) were used as the external validation cohort. Univariate and subsequent multivariate Cox regression analyses were conducted to identify OS-related prognostic factors, which were further used to establish a prognostic nomogram for predicting 1-, 3-, and 5-year OS probabilities. The performance of the nomogram was evaluated by using the concordance index (C-index), receiver operating characteristic curve (ROC), calibration plot, and decision curve analysis (DCA). Results Multivariate Cox analysis showed that age, race, marital status, TNM stage, tumor size, and surgery were significant OS-related prognostic factors. A prognostic model consisting of these clinical parameters was developed and virtualized by a nomogram. High C-index and area under the ROC curve (AUC) values of the nomogram at 1, 3, and 5 years were found in the training, validation, and AHMU-pRCC cohorts. The calibration plot and DCA also showed that the nomogram had a satisfactory clinical application value. A risk classification system was established to risk-stratify patients with pRCC. Conclusion Based on a large cohort from the public SEER database, a reliable nomogram predicting the OS of patients with pRCC after nephrectomy was constructed, which could optimize the survival assessment and clinical treatment.
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Affiliation(s)
- Yongtao Hu
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Shun Xu
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Qiao Qi
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Xuhong Wang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Jialin Meng
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Jun Zhou
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Zongyao Hao
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Qianjun Liang
- Department of Urology, Lu'an Hospital of Anhui Medical University, Lu'an People's Hospital of Anhui Province, Lu'an, China
| | - Xingliang Feng
- Department of Urology, The Third Affiliated Hospital of Soochow University, Changzhou, China,*Correspondence: Xingliang Feng
| | - Chaozhao Liang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China,Institute of Urology, Anhui Medical University, Hefei, China,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China,Chaozhao Liang
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23
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Tabourin T, Pinar U, Parra J, Vaessen C, Bensalah CK, Audenet F, Bigot P, Champy C, Olivier J, Bruyere F, Doumerc N, Paparel P, Parier B, Nouhaud FX, Durand X, Lang H, Branger N, Long JA, Durand M, Waeckel T, Charles T, Cussenot O, Xylinas E, Boissier R, Tambwe R, Patard JJ, Bernhard JC, Roupret M. Impact of Renal Cell Carcinoma Histological Variants on Recurrence After Partial Nephrectomy: A Multi-Institutional, Prospective Study (UROCCR Study 82). Ann Surg Oncol 2022; 29:7218-7228. [PMID: 35780452 DOI: 10.1245/s10434-022-12052-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 06/05/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND The prognostic impact of renal cell carcinoma (RCC) morphotype remains unclear in patients who undergo partial nephrectomy (PN). Our objective was to determine the risk factors for recurrence after PN, including RCC morphotype. METHODS Patients with RCC who had undergone PN were extracted from the prospective, national French database, UroCCR. Patients with genetic predisposition, bilateral or multiple tumours, and those who had undergone secondary totalization were excluded. Primary endpoint was 5-year, recurrence-free survival (RFS), and secondary endpoint was overall survival (OS). Risk factors for recurrence were assessed by multivariable Cox regression analysis. RESULTS Overall, 2,767 patients were included (70% male; median age: 61 years [interquartile range (IQR) 51-69]). Most (71.5%) of the PN procedures were robot-assisted. Overall, 2,573 (93.0%) patients were recurrence free, and 74 died (2.7%). Five-year RFS was 84.9% (IQR 82.4-87.4). A significant difference in RFS was observed between RCC morphotypes (p < 0.001). Surgical margins (hazard ratio [HR] = 2.0 [95% confidence interval (CI): 1.3-3.2], p < 0.01), pT stage >1 (HR = 2.6 [95% CI: 1.8-3.7], p < 0.01]) and Fuhrmann grade >2 (HR = 1.9 [95% CI: 1.4-2.6], p < 0.001) were risk factors for recurrence, whereas chromophobe subtype was a protective factor (HR = 0.08 [95% CI: 0.01-0.6], p = 0.02). Five-year OS was 94.0% [92.4-95.7], and there were no significant differences between RCC subgroups (p = 0.06). The main study limitation was its design (multicentre national database), which may be responsible for declarative bias. CONCLUSIONS Chromophobe morphotype was significantly associated with better RFS in RCC patients who underwent PN. Conversely, pT stage, Fuhrman group and positive surgical margins were risk factors for recurrence.
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Affiliation(s)
- Thomas Tabourin
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Hôpital Pitié-Salpêtrière, Urology, F-75013, Paris, France
| | - Ugo Pinar
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Hôpital Pitié-Salpêtrière, Urology, F-75013, Paris, France
| | - Jerome Parra
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Hôpital Pitié-Salpêtrière, Urology, F-75013, Paris, France
| | - Christophe Vaessen
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Hôpital Pitié-Salpêtrière, Urology, F-75013, Paris, France
| | | | - Francois Audenet
- Department of Urology, Hôpital Européen Georges Pompidou, AP-HP Centre, Université de Paris, Paris, France
| | - Pierre Bigot
- Department of Urology, University Hospital of Angers, Angers, France
| | - Cecile Champy
- Department of Urology, APHP, Henri Mondor University Hospital, Créteil, France
| | - Jonathan Olivier
- Department of Urology, University Hospital of Lille, Lille, France
| | - Franck Bruyere
- Department of Urology, University Hospital of Tours, Tours, France
| | - Nicolas Doumerc
- Department of Urology, University Hospital of Toulouse, Toulouse, France
| | - Philippe Paparel
- Department of Urology, University Hospital of Lyon, Lyon, France
| | - Bastien Parier
- APHP Department of Urology, Bicetre University Hospital, Paris Saclay University, Le Kremlin Bicetre, France
| | | | - Xavier Durand
- Department of Urology, Hospital Saint Joseph, Paris, France
| | - Herve Lang
- Department of Urology, University Hospital of Strasbourg, Strasbourg, France
| | - Nicolas Branger
- Department of Urology, Institut Paoli-Calmettes, Marseille, France
| | | | - Matthieu Durand
- Department of Urology, University Hospital of Nice, Nice, France
| | - Thibaut Waeckel
- Department of Urology, University Hospital of Caen, Caen, France
| | - Thomas Charles
- Department of Urology, University Hospital of Poitiers, Poitiers, France
| | - Olivier Cussenot
- Sorbonne Université, GRC n°5, AP-HP, Tenon Hospital, 75020, Paris, France
| | - Evanguelos Xylinas
- Urology Department, Bichat-Claude Bernard Hospital, Assistance-Publique Hôpitaux de Paris, Paris University, Paris, France
| | - Romain Boissier
- Department of Urology, University Hospital of Marseille, Marseille, France
| | - Ricky Tambwe
- Department of Urology, University Hospital of Reims, Reims, France
| | | | | | - Morgan Roupret
- Sorbonne University, GRC 5, Predictive Onco-Urology, APHP, Hôpital Pitié-Salpêtrière, Urology, F-75013, Paris, France.
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Zhou H, Yang S, Xie T, Wang L, Zhong S, Sheng T, Fan G, Liao X, Xu Y. Risk Factors, Prognostic Factors, and Nomograms for Bone Metastasis in Patients with Newly Diagnosed Clear Cell Renal Cell Carcinoma: A Large Population-Based Study. Front Surg 2022; 9:877653. [PMID: 35433803 PMCID: PMC9011336 DOI: 10.3389/fsurg.2022.877653] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 03/10/2022] [Indexed: 01/18/2023] Open
Abstract
Background This study aimed to investigate risk factors and prognostic factors in patients with clear cell renal cell carcinoma (ccRCC) with bone metastasis (BM) and establish nomograms to provide a quantitative prediction of the risk of BM and survival probability. Methods The clinicopathological characteristics of patients with ccRCC between January 2010 and December 2015 were obtained from the Surveillance, Epidemiology and End Results (SEER) database. Independent factors for BM in ccRCC patients were identified using univariate and multivariate logistic regression analyses. Prognostic factors for predicting cancer-specific death were evaluated using univariate and multivariate analyses based on a competing risk regression model. We then constructed a diagnostic nomogram and a prognostic nomogram. The two nomograms were evaluated using calibration curves, receiver operating characteristic curves, and decision curve analysis. Results Our study included 34,659 patients diagnosed with ccRCC in the SEER database, with 1,415 patients who presented with bone metastasis. Risk factors for BM in patients with ccRCC included age, stage T, stage N, brain metastasis, liver metastasis, lung metastasis, tumor size, and laterality. Independent prognostic factors for patients with ccRCC patients with BM were Fuhrman grade, tumor size, T stage, N stage, brain metastases, lung metastasis, and surgery. For the diagnostic nomogram, the area under the curve values in the training and testing cohorts were 0.863 (95% CI, 0.851–0.875) and 0.859 (95% CI, 0.839–0.878), respectively. In the prognostic cohort, the area under the curve values for 1-, 2-, and 3-year cancer-specific survival rates in the training cohort were 0.747, 0.774, and 0.780, respectively, and 0.671, 0.706, and 0.696, respectively, in the testing cohort. Through calibration curves and decision curve analyses, the nomograms displayed excellent performance. Conclusions Several factors related to the development and prognosis of BM in patients with ccRCC were identified. The nomograms constructed in this study are expected to become effective and precise tools for clinicians to improve cancer management.
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Affiliation(s)
- Hongmin Zhou
- Department of urology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Sheng Yang
- Department of Orthopedics, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Spinal Pain Research Institute, Tongji University School of Medicine, Shanghai, China
| | - Tiancheng Xie
- Department of urology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Longfei Wang
- Department of Orthopedics, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Sen Zhong
- Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Tianyang Sheng
- Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Guoxin Fan
- National Key Clinical Pain Medicine of China, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Health Science Center, Shenzhen, China
- Department of Pain Medicine and Shenzhen Municipal Key Laboratory for Pain Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
- Correspondence: Guoxin Fan Xiang Liao Yunfei Xu
| | - Xiang Liao
- National Key Clinical Pain Medicine of China, Huazhong University of Science and Technology Union Shenzhen Hospital, Shenzhen, China
- Department of Pain Medicine and Shenzhen Municipal Key Laboratory for Pain Medicine, The 6th Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen, China
- Correspondence: Guoxin Fan Xiang Liao Yunfei Xu
| | - Yunfei Xu
- Department of urology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
- Correspondence: Guoxin Fan Xiang Liao Yunfei Xu
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Zhang H, Yin F, Chen M, Yang L, Qi A, Cui W, Yang S, Wen G. Development and Validation of a CT-Based Radiomics Nomogram for Predicting Postoperative Progression-Free Survival in Stage I-III Renal Cell Carcinoma. Front Oncol 2022; 11:742547. [PMID: 35155180 PMCID: PMC8830916 DOI: 10.3389/fonc.2021.742547] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/29/2021] [Indexed: 11/17/2022] Open
Abstract
Background Many patients experience recurrence of renal cell carcinoma (RCC) after radical and partial nephrectomy. Radiomics nomogram is a newly used noninvasive tool that could predict tumor phenotypes. Objective To investigate Radiomics Features (RFs) associated with progression-free survival (PFS) of RCC, assessing its incremental value over clinical factors, and to develop a visual nomogram in order to provide reference for individualized treatment. Methods The RFs and clinicopathological data of 175 patients (125 in the training set and 50 in the validation set) with clear cell RCC (ccRCC) were retrospectively analyzed. In the training set, RFs were extracted from multiphase enhanced CT tumor volume and selected using the stability LASSO feature selection algorithm. A radiomics nomogram final model was developed that incorporated the RFs weighted sum and selected clinical predictors based on the multivariate Cox proportional hazard regression. The performances of a clinical variables-only model, RFs-only model, and the final model were compared by receiver operator characteristic (ROC) analysis and DeLong test. Nomogram performance was determined and validated with respect to its discrimination, calibration, reclassification, and clinical usefulness. Results The radiomics nomogram included age, clinical stage, KPS score, and RFs weighted sum, which consisted of 6 selected RFs. The final model showed good discrimination, with a C-index of 0.836 and 0.706 in training and validation, and good calibration. In the training set, the C-index of the final model was significantly larger than the clinical-only model (DeLong test, p = 0.008). From the clinical variables-only model to the final model, the reclassification of net reclassification improvement was 18.03%, and the integrated discrimination improvement was 19.08%. Decision curve analysis demonstrated the clinical usefulness of the radiomics nomogram. Conclusion The CT-based RF is an improvement factor for clinical variables-only model. The radiomics nomogram provides individualized risk assessment of postoperative PFS for patients with RCC.
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Affiliation(s)
- Haijie Zhang
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China.,PET/CT Center, Department of Nuclear Medicine, First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
| | - Fu Yin
- College of Information Engineering, Shenzhen University, Shenzhen, China
| | - Menglin Chen
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Liyang Yang
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Anqi Qi
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Weiwei Cui
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Shanshan Yang
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ge Wen
- Department of Imaging, Nanfang Hospital, Southern Medical University, Guangzhou, China
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An J, Packiam VT, Chennamadhavuni A, Richards J, Jain J, Mott SL, Garje R. Patient Characteristics and Survival Outcomes of Non-Metastatic, Non-Clear Cell Renal Cell Carcinoma. Front Oncol 2022; 11:786307. [PMID: 35083144 PMCID: PMC8786111 DOI: 10.3389/fonc.2021.786307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/09/2021] [Indexed: 11/17/2022] Open
Abstract
Background Non-clear cell renal cell carcinoma (ccRCC) includes histologically and molecularly distinct subtypes such as papillary, chromophobe, collecting duct, and sarcomatoid RCC, with an incidence ranging from 20% to 25%. Oncologic outcomes and the role of adjuvant systemic therapy [vascular endothelial growth factor inhibitor (VEGFi) or immunotherapy] for non-ccRCC are not well-described. Objective To assess the incidence and survival outcomes of non-ccRCC subtypes in comparison to ccRCC. Methods The National Cancer Database was utilized to identify patients with non-metastatic RCC (T1–T4, N0–N1) between 2004 and 2015. The non-ccRCC cohort was further stratified by histologic subtype: papillary, chromophobe, sarcomatoid, and collecting duct RCC. Multivariable Cox regression models were used to compare overall survival (OS). Results The 5-year OS for chromophobe, papillary, clear cell, collecting duct, and sarcomatoid RCC was 91%, 82%, 81%, 44%, and 40%, respectively. After adjusting for clinicopathologic and treatment characteristics, there was no significant difference in OS between papillary RCC and ccRCC (p = 0.17). Patients with collecting duct and sarcomatoid subtypes were at over two times increased risk of death compared to patients with clear cell (p < 0.01 and p < 0.01, respectively). Conversely, patients with chromophobe RCC were at 36% decreased risk of death compared to ccRCC (p < 0.01). Conclusions This hospital-based analysis confirms that collecting duct and sarcomatoid histologic subtypes are uncommon and associated with poor survival after surgery when compared to the other RCC subtypes. Further studies are needed to evaluate the role of neoadjuvant and adjuvant systemic therapies in these subtypes to improve oncologic outcomes.
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Affiliation(s)
- Josiah An
- Division of Hematology, Oncology, Blood & Marrow Transplantation, Department of Internal Medicine, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Vignesh T Packiam
- Department of Urology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Adithya Chennamadhavuni
- Division of Hematology, Oncology, Blood & Marrow Transplantation, Department of Internal Medicine, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Jordan Richards
- Department of Urology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Jayanshu Jain
- Department of Internal Medicine, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Sarah L Mott
- Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
| | - Rohan Garje
- Division of Hematology, Oncology, Blood & Marrow Transplantation, Department of Internal Medicine, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
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Hanusek K, Poletajew S, Kryst P, Piekiełko-Witkowska A, Bogusławska J. piRNAs and PIWI Proteins as Diagnostic and Prognostic Markers of Genitourinary Cancers. Biomolecules 2022; 12:biom12020186. [PMID: 35204687 PMCID: PMC8869487 DOI: 10.3390/biom12020186] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 01/14/2022] [Accepted: 01/18/2022] [Indexed: 12/30/2022] Open
Abstract
piRNAs (PIWI-interacting RNAs) are small non-coding RNAs capable of regulation of transposon and gene expression. piRNAs utilise multiple mechanisms to affect gene expression, which makes them potentially more powerful regulators than microRNAs. The mechanisms by which piRNAs regulate transposon and gene expression include DNA methylation, histone modifications, and mRNA degradation. Genitourinary cancers (GC) are a large group of neoplasms that differ by their incidence, clinical course, biology, and prognosis for patients. Regardless of the GC type, metastatic disease remains a key therapeutic challenge, largely affecting patients’ survival rates. Recent studies indicate that piRNAs could serve as potentially useful biomarkers allowing for early cancer detection and therapeutic interventions at the stage of non-advanced tumour, improving patient’s outcomes. Furthermore, studies in prostate cancer show that piRNAs contribute to cancer progression by affecting key oncogenic pathways such as PI3K/AKT. Here, we discuss recent findings on biogenesis, mechanisms of action and the role of piRNAs and the associated PIWI proteins in GC. We also present tools that may be useful for studies on the functioning of piRNAs in cancers.
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Affiliation(s)
- Karolina Hanusek
- Centre of Postgraduate Medical Education, Department of Biochemistry and Molecular Biology, 01-813 Warsaw, Poland;
| | - Sławomir Poletajew
- Centre of Postgraduate Medical Education, II Department of Urology, 01-813 Warsaw, Poland; (S.P.); (P.K.)
| | - Piotr Kryst
- Centre of Postgraduate Medical Education, II Department of Urology, 01-813 Warsaw, Poland; (S.P.); (P.K.)
| | - Agnieszka Piekiełko-Witkowska
- Centre of Postgraduate Medical Education, Department of Biochemistry and Molecular Biology, 01-813 Warsaw, Poland;
- Correspondence: (A.P.-W.); (J.B.)
| | - Joanna Bogusławska
- Centre of Postgraduate Medical Education, Department of Biochemistry and Molecular Biology, 01-813 Warsaw, Poland;
- Correspondence: (A.P.-W.); (J.B.)
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Chen X, Cai X, Zheng D, Huang X, Chen Y, Deng T, Mo L, Li H, Li J, Chen S. Norcantharidin counteracts acquired everolimus resistance in renal cell carcinoma by dual inhibition of mammalian target of rapamycin complex 1 and complex 2 pathways in Vitro. Anticancer Drugs 2022; 33:e94-e102. [PMID: 34261913 DOI: 10.1097/cad.0000000000001147] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Everolimus, an oral mammalian target of rapamycin complex 1 (mTORC1) inhibitor, presents a therapeutic option in metastatic renal cell carcinoma (RCC) patients who were intolerant to, or previously failed, immune- and vascular endothelial growth factor-targeted therapies. However, the onset of drug resistance limits its clinical use. One possible mechanism underpinning the resistance is that inhibiting mTORC1 by everolimus results in mTORC2-dependent activation of v-Akt murine thymoma viral oncogene (AKT) and upregulation of hypoxia-inducible transcription factors (HIF). Norcantharidin (NCTD) is a demethylated derivative of cantharidin with antitumor properties which is an active ingredient of the traditional Chinese medicine Mylabris. In this study, everolimus-resistant RCC cells (786-O-R) obtained by chronic everolimus treatment revealed higher level of HIF2α and over-activated mTORC2 pathway and NCTD inhibits cell proliferation in both everolimus-resistant and -sensitive RCC cells by arresting cell cycle in G0/G1 phase and reducing cell cycle-related proteins of C-Myc and cyclin D. Furthermore, NCTD shows synergistic anticancer effects combined with everolimus in everolimus-resistant 786-O-R cells. Mechanically, NCTD repressed both mTORC1 and mTORC2 signaling pathways as well as downstream molecular signaling pathways, such as p-4EBP1, p-AKT, HIF1α and HIF2α. Our findings provide sound evidence that combination of NCTD and everolimus is a potential therapeutic strategy for treating RCC and overcoming everolimus resistance by dual inhibition of mTORC1 and mTORC2.
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Affiliation(s)
- Xinglu Chen
- Department of Urology
- Clinical Laboratory, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou
| | - Xiangsheng Cai
- Center for Medical Experiments, University of Chinese Academy of Science-Shenzhen Hospital, Shenzhen, Guangdong
| | - Dianpeng Zheng
- Institute of Genetic, Zhejiang University School of Medicine, Hangzhou, Zhejiang
| | | | | | | | - Lijun Mo
- Institute of Biotherapy, School of Biotechnology, Southern Medical University, Guangzhou, Guangdong, China
| | - Hongwei Li
- Institute of Genetic, Zhejiang University School of Medicine, Hangzhou, Zhejiang
| | - Jinlong Li
- Institute of Biotherapy, School of Biotechnology, Southern Medical University, Guangzhou, Guangdong, China
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Li X, Xu Z, Xu T, Qi F, Song N. Basic Characteristics and Survival Outcomes of Asian-American Patients with Clear Cell Renal Cell Carcinoma and Comparisons with White Patients: A Population-Based Analysis. Int J Gen Med 2021; 14:7869-7883. [PMID: 34795508 PMCID: PMC8593352 DOI: 10.2147/ijgm.s340284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 10/21/2021] [Indexed: 12/16/2022] Open
Abstract
Background To explore the baseline characteristics, pathological and survival outcomes of Asian-American patients with clear cell renal cell carcinoma (ccRCC), and make comparisons with White patients. Materials and Methods In this study, patients diagnosed with ccRCC between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Basic characteristics of Asian-American patients were analysed and compared with White patients. Then, proportional mortality ratio (PMR) analyses were performed in Asian population to investigate the proportions of different cause of deaths (CODs), and make comparisons with White patients. Moreover, Kaplan-Meier (KM) analyses were developed to investigate the survival disparities of ccRCC patients between Asian-Americans and White patients. Finally, a competing risk regression model was constructed to identify potential prognostic factors for ccRCC patients in the whole population. Results A total of 1586 Asian-American patients were eventually identified, and the median age at diagnosis was 61 years old. In Asian patients, those from South Asian had the youngest age at diagnosis (P<0.001) and the earliest stage of diseases (localized: 76.83%, T1: 70.73%, all P<0.05) when compared with other ethnicities. No significant differences were detected in tumor characteristics between Asian-Americans and White patients. Older age (P<0.001), earlier stage (P<0.001) and the administration of surgery (P=0.050) were tightly associated with a lower risk of dying of RCC in Asian-American patients. Additionally, Asian-American patients had comparable survival outcomes when compared with White patients. Lastly, competing risk regression model revealed that age at diagnosis (P<0.001), tumor grade (P<0.001), histological stage (P<0.001), median household income (P<0.001) and the administration of surgery (P<0.001) were prognostic factors for cancer-specific survival (CSS) in ccRCC patients, while died of other causes was regarded as a competing event. Conclusion Asian-American patients had similar tumor characteristics and survival outcomes with White patients. In Asian patients, those from South Asian had the youngest age at diagnosis and the earliest stage of diseases. Age, grade, histological stage, household income and surgery were identified to be closely related to CSS in ccRCC patients. In the future, prospective and well-designed studies are needed to verify our findings.
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Affiliation(s)
- Xiao Li
- Department of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, People's Republic of China
| | - Zicheng Xu
- Department of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, People's Republic of China
| | - Ting Xu
- Department of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, People's Republic of China
| | - Feng Qi
- Department of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, 210009, People's Republic of China
| | - Ninghong Song
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, People's Republic of China
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Qian X, Wan J, Qian C, Zhang J. Clinicopathological Features and Prognostic Outcomes of Papillary Renal Cell Carcinoma. Int J Gen Med 2021; 14:7523-7531. [PMID: 34754225 PMCID: PMC8572091 DOI: 10.2147/ijgm.s340569] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 10/26/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Although papillary renal cell carcinoma (pRCC) is the second common renal malignant tumor, the current understanding of pRCC is poor. This study aims to explore the clinicopathological features and prognostic factors of pRCC. Methods From August 2007 and August 2017, 87 patients diagnosed with pRCC by postoperative pathology were enrolled. The clinicopathological features between type1 pRCC and type2 pRCC were compared by Chi-square test, Fisher’s exact test, or t-test. The Kaplan–Meier method was performed to estimate progression-free survival (PFS). Univariate and multivariate cox regression models were used to verify the prognostic factors. Results Of the 87 cases, the median tumor diameter was 5.3cm. Twenty-nine patients were diagnosed with type1 pRCC and 58 patients with type2 pRCC. According pathological stage, 59 (67.8%) cases were in pT1 stage, 19 (21.8%) in pT2 stage, and 9 (10.4%) in pT3 stage. WHO/ISUP pathological grade revealed that 56 (64.4%) patients were in grade I, 17 (19.5%) in grade II, 7 (8.05%) in grade III, and 7 (8.05%) in grade IV. The median follow-up time was 57.0months, and the 1-, 3-year PFS was 95.4%, and 80.8%, respectively. For type1 and type2 pRCC, 3-years PFS was 93.0% and 74.9%, respectively. Survival of type1 pRCC was better than that of type2 (P= 0.027). Patients with late pT stage, lymph node metastasis, distant metastasis, high pathological grade, and large size exhibited worse survival. pTNM stage, pathological grade, and tumor types were potentially related to prognosis for PFS. However, an independent prognostic factor affecting PFS was not found in multivariate regression models. For patients with the pT1 stage, nephron-sparing surgery (NSS) and radical nephrectomy (RN) did not affect the PFS, ignoring tumor types (P=0.45). Conclusion Type2 pRCC is more than type1 pRCC and has an advanced TNM stage and a higher pathological grade. For patients with pRCC with the pT1 stage, the outcome of NSS is not inferior to that of RN.
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Affiliation(s)
- Xiaoyuan Qian
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Junlai Wan
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Can Qian
- Department of Traditional Chinese Medicine and Rheumatology, Southwest Hospital, Army Military Medical University, Chongqing, People's Republic of China
| | - Jiaqiao Zhang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
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Kalantzakos TJ, Sullivan TB, Gloria T, Canes D, Moinzadeh A, Rieger-Christ KM. MiRNA-424-5p Suppresses Proliferation, Migration, and Invasion of Clear Cell Renal Cell Carcinoma and Attenuates Expression of O-GlcNAc-Transferase. Cancers (Basel) 2021; 13:cancers13205160. [PMID: 34680309 PMCID: PMC8533684 DOI: 10.3390/cancers13205160] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 10/08/2021] [Accepted: 10/12/2021] [Indexed: 12/20/2022] Open
Abstract
Simple Summary The identification of biomarkers that predict the metastatic potential of tumors is a current area of interest in cancer research. A previous study from our laboratory identified numerous microRNA (miRNA) biomarkers that are differentially expressed in pathologic stage I clear cell renal cell carcinoma (ccRCC) tumors that progress to metastatic disease. This study investigated the role of aberrant expression of one of these miRNA, miR-424-5p, and one of its associated protein targets, O-GlcNAc-transferase (OGT). We examined the influence of miR-424-5p and OGT expression on the proliferation, migration, and invasion of ccRCC cells, and confirmed the direct interaction between miR-424-5p and OGT. These findings suggest that the decrease in miR-424-5p expression observed in these small renal masses leads to an increase in OGT, which facilitates metastasis. Abstract MicroRNAs (miRNAs) are non-coding post-transcriptional regulators of gene expression that are dysregulated in clear cell renal cell carcinoma (ccRCC) and play an important role in tumor progression. Our prior work identified a subset of miRNAs in pT1 ccRCC tumors, including miR-424-5p, that are associated with an aggressive phenotype. We investigate the impact of this dysregulated miRNA and its protein target O-GlcNAc-transferase (OGT) to better understand the mechanisms behind aggressive stage I ccRCC. The ccRCC cell lines 786-O and Caki-1 were used to assess the impact of miR-424-5p and OGT. Cells were transfected with pre-miR-424-5p, a lentiviral anti-OGT shRNA, or were treated with the demethylating agent 5-Aza-2′-deoxycytidine. Cell proliferation was measured via MT cell viability assay. Cell migration and invasion were analyzed using Transwell assays. The expression of miR-424-5p was determined through qRT-PCR, while OGT protein expression was evaluated through Western blotting. The interaction between miR-424-5p and OGT was confirmed via luciferase reporter assay. The transfection of ccRCC cells with pre-miR-424-5p or anti-OGT shRNA significantly inhibited cell proliferation, migration, and OGT expression, while miR-424-5p also attenuated cell invasion. Addition of the demethylating agent significantly reduced cell proliferation, migration, invasion, and OGT expression, while significantly increasing the expression of miR-424-5p. Altogether, these findings suggest that epigenetic downregulation of miR-424-5p, which in turn augments OGT expression, contributes to the creation of aggressive forms of stage I ccRCC.
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Affiliation(s)
- Thomas J. Kalantzakos
- Department of Translational Research, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (T.J.K.); (T.B.S.); (T.G.)
| | - Travis B. Sullivan
- Department of Translational Research, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (T.J.K.); (T.B.S.); (T.G.)
| | - Thales Gloria
- Department of Translational Research, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (T.J.K.); (T.B.S.); (T.G.)
| | - David Canes
- Department of Urology, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (D.C.); (A.M.)
| | - Alireza Moinzadeh
- Department of Urology, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (D.C.); (A.M.)
| | - Kimberly M. Rieger-Christ
- Department of Translational Research, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (T.J.K.); (T.B.S.); (T.G.)
- Department of Urology, Lahey Hospital & Medical Center, Burlington, MA 01805, USA; (D.C.); (A.M.)
- Correspondence:
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A Reliable Prediction Model for Renal Cell Carcinoma Subtype Based on Radiomic Features from 3D Multiphase Enhanced CT Images. JOURNAL OF ONCOLOGY 2021; 2021:6595212. [PMID: 34594377 PMCID: PMC8478553 DOI: 10.1155/2021/6595212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 09/06/2021] [Indexed: 12/04/2022]
Abstract
Background This study aimed to develop a prediction model to distinguish renal cell carcinoma (RCC) subtypes. Methods The radiomic features (RFs) from 5 different computed tomography (CT) phases were used in the prediction models: noncontrast phase (NCP), corticomedullary phase (CMP), nephrographic phase (NP), excretory phase (EP), and all-phase (ALL-P). Results For the ALL-P model, all of the RFs obtained from the 4 single-phase images were combined to 420 RFs. The ALL-P model performed the best of all models, with an accuracy of 0.80; the sensitivity and specificity for clear cell RCC (ccRCC) were 0.85 and 0.83; those for papillary RCC (pRCC) were 0.60 and 0.91; those for chromophobe RCC (cRCC) were 0.66 and 0.91, respectively. Binary classification experiments showed for distinguishing ccRCC vs. not-ccRCC that the area under the receiver operating characteristic curve (AUC) of the ALL-P and CMP models was 0.89, but the overall sensitivity/specificity/accuracy of the ALL-P model was better. For cRCC vs. non-cRCC, the ALL-P model had the best performance. Conclusions A reliable prediction model for RCC subtypes was constructed. The performance of the ALL-P prediction model was the best as compared to individual single-phase models and the traditional prediction model.
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Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:5790416. [PMID: 34531966 PMCID: PMC8440094 DOI: 10.1155/2021/5790416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/15/2021] [Accepted: 07/14/2021] [Indexed: 11/18/2022]
Abstract
Background E2F transcription factors is a family of transcription factors, and lots of studies have shown that they play a key role in the occurrence and development of many tumors. However, the association between expression, prognostic value, and immune infiltration in the tumor microenvironment of the eight E2Fs members in ccRCC is still unclear. Method s. We used online databases, such as ONCOMINE, UALCAN, Kaplan–Meier plotter, GEPIA, Metascape, TIMER, and cBioPortal, to analyze the effect of mRNA expression of E2Fs family members in ccRCC on the prognosis of patients and the relationship with immune infiltration. Results Except for E2F5, other seven members of the family of E2Fs mRNA expression levels in ccRCC tissues were significantly higher than control tissues. And the high expression of E2Fs mRNA in ccRCC patients was related to cancer stage and tumor grade. Survival analysis results suggested that elevated mRNA expression levels of E2F1/2/3/4/7/8 were significantly related to the shorter overall survival (OS) in ccRCC patients (P = 3.9E – 06), while high mRNA expression of E2F6 is not related to OS (P = 0.061). Mutations of E2Fs were correlated with shorter OS of ccRCC patients (P = 7.094E – 5). In addition, mRNA expression of E2F1/2/3/4/7/8 was positively correlated with infiltration of six types of immune cells, including B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells. Conclusions These results indicate that E2F1/2/3/4/7/8 may be used as a prognostic marker for the survival of ccRCC patients and laid the foundation for studying the immune infiltration role of E2Fs family members in tumors.
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Influence of Histologic Types and Subtypes on Survival Outcomes of Intermediate-High and High-Risk Renal Cell Carcinoma Following Nephrectomy: Findings From the SEER Database. Urology 2021; 159:146-151. [PMID: 34492287 DOI: 10.1016/j.urology.2021.08.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 07/11/2021] [Accepted: 08/22/2021] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To understand the influence of histologic subtypes on the survival outcomes of intermediate-high and high-risk renal cell carcinoma (RCC) following nephrectomy. METHODS This study employed data files from the SEER Program to identify patients diagnosed with intermediate-high or high risk RCC and treated with nephrectomy. Unadjusted Kaplan Meier curves, and multivariable Cox regression analyses were applied to estimate the hazards of histologic types for overall survival (OS) and cancer-specific survival (CSS). RESULTS OS was higher for chromophobe (HR=0.58, 95% CI 0.47-0.70; P<.0001), similar for papillary (HR=0.90, 95% CI 0.80-1.02; P=.11) and worse for sarcomatoid (HR=3.17, 95% CI 2.70-3.72; P<.0001) subtypes relative to the clear cell subtype. OS was lower in the high-risk disease (HR=2.35, 95% CI 2.01-2.74; P <.0001) versus intermediate-high risk disease. CSS was higher for chromophobe (HR=0.47, 95% CI 0.35-0.63; P<.0001), similar for papillary (HR=0.91, 95% CI 0.77-1.08; P=.28) and worse for sarcomatoid (HR=4.19, 95% CI 3.50-5.02; P<.0001) subtypes relative to the clear cell subtype. CSS was lower for the high-risk disease (HR=2.86, 95%CI 2.39-3.43; P <.0001) relative to intermediate-high risk disease.
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Dispagna MA, Daneshvar M, Bratslavsky G. Surgical Insights for the Management of Variant Histology in Renal Cell Carcinoma. Int Braz J Urol 2021; 47:935-942. [PMID: 33650834 PMCID: PMC8321463 DOI: 10.1590/s1677-5538.ibju.2020.0778] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 09/03/2020] [Indexed: 11/21/2022] Open
Abstract
PURPOSE To review the current literature regarding variant (non-clear) histology of renal cell carcinoma (RCC) and the clinical management of these renal tumors. MATERIAL AND METHODS A PubMed database search was performed in May 2020 focusing on variant RCC, its diagnosis and associated syndromes, tumor characteristics, and options for management. RESULTS A broad range of pathological, clinical and diagnostic characteristics amongst non-ccRCC variants were found to have an impact on the overall management of these tumors. The imaging modalities, frequency of surveillance, and timing for intervention were found to be dependent on the type of genetic alterations, type of histology, and tumor growth rates. The timing and type of surgery as well as the systemic therapy are tailored to the specific tumor type and patient. CONCLUSION The findings of this review suggest that clinical management should be considered and adjusted for patients with non-ccRCC histological variants based on tumor subtype and genetic alterations.
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Affiliation(s)
- Mauro Antonio Dispagna
- SUNY Upstate Medical UniversityCollege of MedicineSyracuseNYUnited StatesCollege of Medicine, SUNY Upstate Medical University, Syracuse, NY, United States
| | - Michael Daneshvar
- SUNY Upstate Medical UniversityDepartment of UrologySyracuseNYUnited StatesDepartment of Urology, SUNY Upstate Medical University, Syracuse, NY, United States
| | - Gennady Bratslavsky
- SUNY Upstate Medical UniversityDepartment of UrologySyracuseNYUnited StatesDepartment of Urology, SUNY Upstate Medical University, Syracuse, NY, United States
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Zheng Y, Wang S, Chen Y, Du HQ. Deep learning with a convolutional neural network model to differentiate renal parenchymal tumors: a preliminary study. Abdom Radiol (NY) 2021; 46:3260-3268. [PMID: 33656574 DOI: 10.1007/s00261-021-02981-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 01/22/2021] [Accepted: 02/09/2021] [Indexed: 12/19/2022]
Abstract
PURPOSE With advancements in medical imaging, more renal tumors are detected early, but it remains a challenge for radiologists to accurately distinguish subtypes of renal parenchymal tumors. We aimed to establish a novel deep convolutional neural network (CNN) model and investigate its effect on identifying subtypes of renal parenchymal tumors in T2-weighted fat saturation sequence magnetic resonance (MR) images. METHODS This retrospective study included 199 patients with pathologically confirmed renal parenchymal tumors, including 77, 46, 34, and 42 patients with clear cell renal cell carcinoma (ccRCC), chromophobe renal cell carcinoma (chRCC), angiomyolipoma (AML), and papillary renal cell carcinoma (pRCC), respectively. All enrolled patients underwent kidney MR scans with the field strength of 1.5 Tesla (T) or 3.0 T before surgery. We selected T2-weighted fat saturation sequence images of all patients and built a deep learning model to determine the type of renal tumors. Receiver operating characteristic (ROC) curve was depicted to estimate the performance of the CNN model; the accuracy, precision, sensitivity, specificity, F1-score, and area under the curve (AUC) were calculated. One-way analysis of variance and χ2 tests of independent samples were used to analyze the variables. RESULTS The experimental results demonstrated that the model had a 60.4% overall accuracy, a 61.7% average accuracy, and a macro-average AUC of 0.82. The AUCs for ccRCC, chRCC, AML, and pRCC were 0.94, 0.78, 0.80, and 0.76, respectively. CONCLUSION Deep CNN model based on T2-weighted fat saturation sequence MR images was useful to classify the subtypes of renal parenchymal tumors with a relatively high diagnostic accuracy.
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Affiliation(s)
- Yao Zheng
- Department of Diagnostic Imaging, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Shuai Wang
- School of Information and Electronics, Beijing Institute of Technology, Beijing, 100081, China
| | - Yan Chen
- Department of Diagnostic Imaging, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Hui-Qian Du
- School of Information and Electronics, Beijing Institute of Technology, Beijing, 100081, China.
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Xu J, Liu Y, Liu J, Shou Y, Xiong Z, Xiong H, Xu T, Wang Q, Liu D, Liang H, Yang H, Yang X, Zhang X. Low Expression Levels of SLC22A12 Indicates a Poor Prognosis and Progresses Clear Cell Renal Cell Carcinoma. Front Oncol 2021; 11:659208. [PMID: 34249694 PMCID: PMC8262335 DOI: 10.3389/fonc.2021.659208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 04/07/2021] [Indexed: 01/07/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) accounts for approximately 4/5 of all kidney cancers. Accumulation of minor changes in the cellular homeostasis may be one cause of ccRCC. Therefore, we downloaded the RNA sequencing and survival data of the kidney renal cell carcinoma (KIRC) cohort from the Cancer Genome Atlas (TCGA) database. After the univariate and multivariate Cox regression analyses, 19 kidney-specific differentially expressed genes (DEGs) were found. Solute Carrier Family 22 Member 12 (SLC22A12) resulted in an independent prognostic predictor for both overall survival (OS) and disease-free survival (DFS). SLC22A12 expression was lower in tumoral tissue compared to normal tissue. Moreover, patients in the SLC22A12 low expression group had a higher pathological stage and worse survival than the high expression group. Additionally, qRT-PCR assay, immunoblotting test (IBT), and immunohistochemical (IHC) analyses of cancer tissues/cells and the corresponding normal controls verified that SLC22A12 is downregulated in ccRCC. Receiver operator characteristic (ROC) curves showed that the low expression level of SLC22A12 could be a good diagnostic marker for ccRCC (AUC=0.7258; p <0.0001). Gene set enrichment analysis (GSEA) showed that SLC22A12 expression levels are related to metabolism, cell cycle, and tumor-related signaling pathways. GO and KEGG analyses revealed that SLC22A12 transports multiple organic compounds, ions, and hormones and participates in the extracellular structure organization. Furthermore, SLC22A12 over-expression in vitro inhibited the proliferation, migration, and invasion of renal cancer cells by regulating PI3K/Akt pathways. Such effects were reversed when knocking out SLC22A12. In summary, as a transporter for many vital metabolites, SLC22A12 may affect tumor cell survival through its impacts on the mentioned metabolites. In conclusion, this study uncovered that SLC22A12 is a promising prognostic and diagnostic biomarker for ccRCC.
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Affiliation(s)
- Jiaju Xu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuenan Liu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jingchong Liu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yi Shou
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhiyong Xiong
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hairong Xiong
- Department of Pathogenic Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, China
| | - Tianbo Xu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Di Liu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Huageng Liang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hongmei Yang
- Department of Pathogenic Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, China
| | - Xiong Yang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoping Zhang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, China
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PSMA radioligand therapy for solid tumors other than prostate cancer: background, opportunities, challenges, and first clinical reports. Eur J Nucl Med Mol Imaging 2021; 48:4350-4368. [PMID: 34120192 PMCID: PMC8566635 DOI: 10.1007/s00259-021-05433-w] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 05/24/2021] [Indexed: 12/11/2022]
Abstract
In the past decade, a growing body of literature has reported promising results for prostate-specific membrane antigen (PSMA)-targeted radionuclide imaging and therapy in prostate cancer. First clinical studies evaluating the efficacy of [177Lu]Lu-PSMA radioligand therapy (PSMA-RLT) demonstrated favorable results in prostate cancer patients. [177Lu]Lu-PSMA is generally well tolerated due to its limited side effects. While PSMA is highly overexpressed in prostate cancer cells, varying degrees of PSMA expression have been reported in other malignancies as well, particularly in the tumor-associated neovasculature. Hence, it is anticipated that PSMA-RLT could be explored for other solid cancers. Here, we describe the current knowledge of PSMA expression in other solid cancers and define a perspective towards broader clinical implementation of PSMA-RLT. This review focuses specifically on salivary gland cancer, glioblastoma, thyroid cancer, renal cell carcinoma, hepatocellular carcinoma, lung cancer, and breast cancer. An overview of the (pre)clinical data on PSMA immunohistochemistry and PSMA PET/CT imaging is provided and summarized. Furthermore, the first clinical reports of non-prostate cancer patients treated with PSMA-RLT are described.
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Zhao GJ, Wu Z, Ge L, Yang F, Hong K, Zhang S, Ma L. Ferroptosis-Related Gene-Based Prognostic Model and Immune Infiltration in Clear Cell Renal Cell Carcinoma. Front Genet 2021; 12:650416. [PMID: 34178024 PMCID: PMC8220217 DOI: 10.3389/fgene.2021.650416] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/27/2021] [Indexed: 01/21/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is one of the most common tumors in the urinary system. Ferroptosis plays a vital role in ccRCC development and progression. We did an update of ferroptosis-related multigene expression signature for individualized prognosis prediction in patients with ccRCC. Differentially expressed ferroptosis-related genes in ccRCC and normal samples were screened using The Cancer Genome Atlas. Univariate and multivariate Cox regression analyses and machine learning methods were employed to identify optimal prognosis-related genes. CARS1, CD44, FANCD2, HMGCR, NCOA4, SLC7A11, and ACACA were selected to establish a prognostic risk score model. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses revealed that these genes were mainly enriched in immune-related pathways; single-sample Gene Set Enrichment Analysis revealed several immune cells potentially related to ferroptosis. Kaplan-Meier survival analysis demonstrated that patients with high-risk scores had significantly poor overall survival (log-rank P = 7.815 × 10-11). The ferroptosis signature was identified as an independent prognostic factor. Finally, a prognostic nomogram, including the ferroptosis signature, age, histological grade, and stage status, was constructed. Analysis of The Cancer Genome Atlas-based calibration plots, C-index, and decision curve indicated the excellent predictive performance of the nomogram. The ferroptosis-related seven-gene risk score model is useful as a prognostic biomarker and suggests therapeutic targets for ccRCC. The prognostic nomogram may assist in individualized survival prediction and improve treatment strategies.
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Affiliation(s)
- Guo-Jiang Zhao
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Zonglong Wu
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Liyuan Ge
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Feilong Yang
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Kai Hong
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Shudong Zhang
- Department of Urology, Peking University Third Hospital, Beijing, China
| | - Lulin Ma
- Department of Urology, Peking University Third Hospital, Beijing, China
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Su X, Hou NN, Yang LJ, Li PX, Yang XJ, Hou GD, Gao XL, Ma SJ, Guo F, Zhang R, Zhang WH, Qin WJ, Wang FL. The first competing risk survival nomogram in patients with papillary renal cell carcinoma. Sci Rep 2021; 11:11835. [PMID: 34088935 PMCID: PMC8178392 DOI: 10.1038/s41598-021-91217-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 05/24/2021] [Indexed: 01/15/2023] Open
Abstract
There is still a lack of competing risk analysis of patients with papillary renal cell carcinoma (pRCC) following surgery. We performed the cumulative incidence function (CIF) to estimate the absolute risks of cancer-specific mortality (CSM) and other-cause mortality (OCM) of pRCC over time, and constructed a nomogram predicting the probability of 2-, 3- and 5-year CSM based on competing risk regression. A total of 5993 pRCC patients who underwent nephrectomy between 2010 and 2016 were identified from the Surveillance, Epidemiology, and End Results (SEER) database. The 2-, 3-, 5-year CSM rates were 3.2%, 4.4% and 6.5%, respectively, and that of OCM were 3.2%, 5.0% and 9.3%, respectively. The estimates of 5-year cumulative mortality were most pronounced among patients aged > 75 years in OCM (17.0%). On multivariable analyses, age, tumor grade, T stage, N stage, and with or without bone, liver and lung metastases were identified as independent predictors of CSM following surgery and were integrated to generate the nomogram. The nomogram achieved a satisfactory discrimination with the AUCt of 0.730 at 5-year, and the calibration curves presented impressive agreements. Taken together, age-related OCM is a significant portion of all-cause mortality in elderly patients and our nomogram can be used for decision-making and patient counselling.
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Affiliation(s)
- Xing Su
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Niu-Niu Hou
- Department of Thyroid, Breast and Vascular Surgery, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Li-Jun Yang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Peng-Xiao Li
- Department of Cardiology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Xiao-Jian Yang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Guang-Dong Hou
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Xue-Lin Gao
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Shuai-Jun Ma
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Fan Guo
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Rui Zhang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Wu-He Zhang
- Department of Urology, The 986th Hospital of Air Force, Xi'an, 710054, China
| | - Wei-Jun Qin
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.
| | - Fu-Li Wang
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China.
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Targeted PET/CT imaging for clear cell renal cell carcinoma with radiolabeled antibodies: recent developments using girentuximab. Curr Opin Urol 2021; 31:249-254. [PMID: 33742975 DOI: 10.1097/mou.0000000000000872] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
PURPOSE OF REVIEW Conventional imaging is unable to differentiate clear cell renal cell carcinoma (ccRCC) from other more indolent and benign renal tumors. Positron emission tomography/computed tomography (PET/CT) using radiolabeled antibodies may aid in detecting both localized and metastatic ccRCC. The purpose of this review is to summarize recent literature regarding the use of radiolabeled antibodies for imaging of ccRCC. RECENT FINDINGS Two recent studies evaluated the use of radiolabeled anticarbonic anhydrase IX antibody girentuximab for the imaging of ccRCC. PET/CT with 89zirconium-labeled girentuximab (89Zr-girentuximab PET/CT) was used to guide clinical decision making in 16 patients with localized disease. It had a high specificity for detecting ccRCC with 6/6 resected lesions with uptake proven to be ccRCC, all lesion without uptake showed to be indolent during follow-up. Clinical management was changed in 36% (5/14) of patients with the metastatic disease based on outcomes of the scan. Furthermore, in 42 patients 89Zr-girentuximab PET/CT combined with CT outperformed CT alone or combined with 18F fludeoxyglucose PET for detection of metastasis. SUMMARY 89Zr-girentuximab PET/CT has the ability to diagnose ccRCC in localized disease. In metastatic disease, it enables the differentiation of ccRCC from non-ccRCC cancers and the evaluation of disease extent. 89Zr-girentuximab PET/CT diagnostic accuracy is currently evaluated in a multicenter phase III trial.
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Wang X, Ou H, Zhou L, Liu H, Liu X, Zhang H. Long non-coding RNA LUCAT1 promotes the progression of clear cell renal cell carcinoma via the microRNA-375/YAP1 axis. Exp Ther Med 2021; 22:754. [PMID: 34035851 PMCID: PMC8135135 DOI: 10.3892/etm.2021.10186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 12/17/2020] [Indexed: 12/11/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is a common renal cell carcinoma with a high mortality rate. Lung cancer-associated transcript 1 (LUCAT1) has been reported to be a potential biomarker of prognosis in human ccRCC. However, the underlying mechanism of the function of LUCAT1 in ccRCC remains poorly understood. The present study aimed to investigate the role and underlying mechanism of LUCAT1 in ccRCC. The expression level of LUCAT1, microRNA-375 (miR-375) and yes-associated protein 1 (YAP1) in ccRCC tissues and cells was detected by reverse transcription-quantitative PCR, and the protein level of YAP1 was detected by western blotting. The effects of LUCAT1 on cell proliferation, migration and invasion were analyzed using Cell Counting Kit-8 and Transwell assays. The association between miR-375 and LUCAT1 or miR-375 and YAP1 was predicted by lncBase Predicted v.2 or TargetScan and verified using dual-luciferase reporter assay. The effect of LUCAT1 on ccRCC progression in vivo was evaluated using a xenograft tumor model. The results revealed that LUCAT1 and YAP1 were upregulated and miR-375 was downregulated in ccRCC tissues and cells. LUCAT1 knockdown suppressed cell proliferation, migration and invasion, which were reversed by the inhibition of miR-375. In addition, YAP1 overexpression attenuated the inhibitory effects of miR-375 overexpression on cell proliferation, migration and invasion. Subsequent experiments suggested that LUCAT1 regulated YAP1 expression by sponging miR-375. Therefore, LUCAT1 exerted its role by regulating the miR-375/YAP1 axis in vitro. Moreover, LUCAT1 knockdown suppressed the growth of ccRCC xenograft tumors in vivo. These results collectively revealed that LUCAT1 promoted the proliferation, migration and invasion of ccRCC by the upregulation of YAP1 via sponging miR-375, which may be used as a potential therapeutic target for ccRCC.
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Affiliation(s)
- Xiaojun Wang
- Department of Oncology, Chenzhou No. 1 People's Hospital, Chenzhou, Hunan 423000, P.R. China
| | - Hui Ou
- Department of Oncology, Chenzhou No. 1 People's Hospital, Chenzhou, Hunan 423000, P.R. China
| | - Liangfen Zhou
- Department of Neonatology, Chenzhou No. 1 People's Hospital, Chenzhou, Hunan 423000, P.R. China
| | - Hengyu Liu
- Department of Oncology, Chenzhou No. 1 People's Hospital, Chenzhou, Hunan 423000, P.R. China
| | - Xiaobao Liu
- Department of Oncology, The Second People's Hospital of Chenzhou, Chenzhou, Hunan 423000, P.R. China
| | - Huiyun Zhang
- Department of Oncology, Chenzhou No. 1 People's Hospital, Chenzhou, Hunan 423000, P.R. China
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Han D, Yu Y, He T, Yu N, Dang S, Wu H, Ren J, Duan X. Effect of radiomics from different virtual monochromatic images in dual-energy spectral CT on the WHO/ISUP classification of clear cell renal cell carcinoma. Clin Radiol 2021; 76:627.e23-627.e29. [PMID: 33985770 DOI: 10.1016/j.crad.2021.02.033] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Accepted: 02/10/2021] [Indexed: 12/24/2022]
Abstract
AIM To investigate the effect of radiomics obtained from different virtual monochromatic images (VMIs) in dual-energy spectral computed tomography (CT) on the World Health Organization/International Association for Urological Pathology (WHO/ISUP) classification of clear cell renal cell carcinoma (ccRCC). MATERIALS AND METHODS A retrospective study of 99 ccRCC patients who underwent contrast-enhanced dual-energy CT was undertaken. ccRCC was confirmed at surgery or biopsy and graded according to the WHO/ISUP pathological grading criteria as low grade (n=68, grade I and II) or high grade (n=31, grade III and IV). Radiomics risk scores (RRSs) for differentiating high and low grades of ccRCC were constructed from 11 sets of VMI in (40-140 keV, 10 keV interval) the cortical phase. Receiver operating characteristic (ROC) curves were drawn and the area under the curves (AUCs) was calculated to evaluate the discriminatory power of RRS for each VMI. The Hosmer-Lemeshow test was used to evaluate the goodness-of-fit of each model and the decision curve was used to analyse its net benefit to patients. RESULTS The AUC values for distinguishing low-from high-grade ccRCC with RRS of 40-140 keV VMIs were all >0.920. The Hosmer-Lemeshow test showed that the p-values of RRS of VMIs were >0.05, suggesting good fits. In the decision curve analysis, RRS from the 40-140 keV VMIs had similar decision curves and provided better net benefits than considering all patients either as high-grade or low-grade. CONCLUSIONS The RRS obtained from multiple VMIs in dual-energy spectral CT have high diagnostic efficiencies for distinguishing between low- and high-grade ccRCC with no significant differences between different VMIs.
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Affiliation(s)
- D Han
- Department of Medical Image, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Y Yu
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, Shaanxi, China
| | - T He
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, Shaanxi, China
| | - N Yu
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, Shaanxi, China
| | - S Dang
- Department of Medical Image, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - H Wu
- Pathology Department, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, Shaanxi, China
| | - J Ren
- GE Healthcare China, Beijing, China
| | - X Duan
- Department of Medical Image, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
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Are gastric metastases of renal cell carcinoma really rare? A case report and systematic review of the literature. Int J Surg Case Rep 2021; 82:105867. [PMID: 33839629 PMCID: PMC8055614 DOI: 10.1016/j.ijscr.2021.105867] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 03/30/2021] [Accepted: 03/31/2021] [Indexed: 12/23/2022] Open
Abstract
Solitary gastric metastasis of RCC are scarce. When feasible, surgical or endoscopic treatment of gastric metastasis should be performed. Risk of metastatic recurrence is significant and must be taken into consideration in the therapeutic strategy.
Introduction Renal cell carcinoma (RCC) represents above 3 % of all cancers. At diagnosis, above 25 % of patients with RCC present an advanced disease. Gastric metastasis of RCC is associated with poor outcome. We report the case of a patient treated for a gastric metastasis of RCC and we conducted a systematic review of the literature to report all published cases of RCC patients with gastric metastasis. Case presentation In December 2010, a 61-year-old man was treated by open partial nephrectomy for a localized right clear cell RCC. In September 2018, a metachronous gastric metastasis was found on CT scan. The lesion was located on the lesser curvature of the stomach, measuring 4.5 cm long axis. No other secondary lesions were identified. A laparoscopic wedge resection, converted to laparotomy was performed. Two years later, in September 2020, a CT scan was performed, revealing a 17 mm adenopathy behind the hepatic hilum and a surgical management was performed, including a lymph node dissection of the hepatic hilum and the hepatic artery. Actually, he remains healthy. Clinical discussion and conclusion Our systematic review suggests that solitary gastric metastasis of RCC are scarce. In comparison of patients with multiple metastatic sites, the median survival of patients with solitary gastric metastasis is longer.
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Guglielmo P, Gasparro D, Scarlattei M, Baldari G, Bola S, Migliari S, Sammartano A, Maestroni U, Ruffini L. [ 68Ga]Ga-PSMA-HBED-CC PET/CT demonstrates to be superior to ceCT in detecting early treatment response in metastatic clear cell renal cell carcinoma. Eur J Nucl Med Mol Imaging 2021; 48:3337-3339. [PMID: 33754194 DOI: 10.1007/s00259-021-05250-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 02/07/2021] [Indexed: 11/24/2022]
Affiliation(s)
- Priscilla Guglielmo
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy.
| | - Donatello Gasparro
- Oncology Division, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Maura Scarlattei
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Giorgio Baldari
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Stefano Bola
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Silvia Migliari
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Antonino Sammartano
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Umberto Maestroni
- Urology Division, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Livia Ruffini
- Nuclear Medicine Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
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Kalantzakos TJ, Sullivan TB, Sebel LE, Canes D, Burks EJ, Moinzadeh A, Rieger-Christ KM. MicroRNAs MiR-15a and MiR-26a cooperatively regulate O-GlcNAc-transferase to control proliferation in clear cell renal cell carcinoma. Cancer Biomark 2021; 30:343-351. [PMID: 33337348 DOI: 10.3233/cbm-200553] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs), a group of non-coding post-transcriptional regulators of gene expression, are dysregulated in clear cell renal cell carcinoma (ccRCC) and play an important role in carcinogenesis. Our prior work identified a subset of miRNAs in pT1 ccRCC tumors associated with progression to metastatic disease. OBJECTIVE To investigate the impact of two of these dysregulated miRNA, miR-15a-5p and -26a-5p, in an effort to elucidate the mechanisms underpinning aggressive forms of stage I ccRCC. METHODS The ccRCC cell line 786-O was transfected with pre-miRs-15a-5p and -26a-5p to rescue expression. Cell proliferation was measured via MT Cell Viability Assay. O-GlcNAc-transferase (OGT), a known protein in ccRCC proliferation, was identified by bioinformatics analysis as a target of both miRNA and validated via luciferase reporter assay to confirm binding of each miR to the 3' untranslated region (UTR). OGT protein expression was evaluated via western blotting. RESULTS Luciferase assay confirmed specificity of miR-15a-5p and -26a-5p for the OGT UTR. Western blot analysis for OGT showed reduced expression following co-transfection of both miRNAs compared to negative control or individual transfection. Co-transfection of these miRNAs greatly reduced proliferation when compared to negative control or the individual transfections. CONCLUSION Our results indicate that the dysregulation of miR-15a-5p and -26a-5p contribute cooperatively to the proliferation of ccRCC through their regulation of OGT. These results give insight into the pathogenesis of aggressive early stage ccRCC and suggest potential therapeutic targets for future research.
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Affiliation(s)
- Thomas J Kalantzakos
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - Travis B Sullivan
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - Luke E Sebel
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - David Canes
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - Eric J Burks
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Alireza Moinzadeh
- Department of Urology, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - Kimberly M Rieger-Christ
- Department of Translational Research, Lahey Hospital and Medical Center, Burlington, MA, USA.,Department of Urology, Lahey Hospital and Medical Center, Burlington, MA, USA
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Khauli M, Heidar NA, Degheili JA, Hakam N, Al-Moussawy M, Shahait M, El-Asmar J, Bustros G, Merhe A, Nasr R, Bulbul M, Wazzan W, El-Hajj A, Shamseddine A, Kfoury H, Mukherji D, Khauli R. Comparative analysis of histopathological subtypes of renal cell carcinoma in the Middle East compared to other world regions. Urol Ann 2021; 13:130-133. [PMID: 34194138 PMCID: PMC8210716 DOI: 10.4103/ua.ua_172_20] [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: 10/27/2020] [Accepted: 10/27/2020] [Indexed: 11/04/2022] Open
Abstract
Introduction Renal cell carcinoma (RCC) has various histopathological tumor subtypes which have a significant implication on the oncological outcome of these patients. We aimed to evaluate the distribution of RCC subtypes presenting at a tertiary care center in the Middle East, in comparison to the distribution reported in different geographic areas worldwide. Methods A retrospective chart review was conducted on all patients who underwent partial or radical nephrectomy for RCC at the American University of Beirut Medical Center between January 2012 and January 2018. Data on histologic subtypes were compiled and compared to representative series from different continents. Results One hundred and seventy-nine patients with RCC were identified, of whom 122 (68.2%) were classified as clear cell, 30 (16.8%) as papillary, 17 (9.5%) as chromophobe, and 10 (5.6%) as unclassified. When compared to other regions of the world, this Middle Eastern series demonstrated a higher prevalence of the chromophobe subtype compared to Western populations (9.5% in the Middle East vs. 5.3% in the US and 3.1% in Europe) and a lower prevalence of clear cell subtype (68.2% in the Middle East vs. 78.7% in the US and 85.8% in Europe). Conversely, there was a higher prevalence of papillary RCC in the Middle East (16.8%) compared to North America (13.1%, 95% confidence interval [CI]: 12.7-13.6), Europe (11.1%, 95% CI: 10.0-12.1), and Australia (10.2%). The prevalence of chromophobe and clear cell RCC in the Middle East was similar to that reported in South America. Conclusions The distribution of RCC subtypes in this Middle Eastern cohort was significantly different from that reported in the Western hemisphere (Europe and the US) but similar to that reported in South America and Australia. These findings may point to a possible genetic predisposition underlying the global variation in distribution.
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Affiliation(s)
- Mark Khauli
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus.,Faculty of Medicine, St. George's University of London Medical School, Nicosia University, Nicosia, Cyprus
| | - Nassib Abou Heidar
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Jad A Degheili
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Nizar Hakam
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Mouhamad Al-Moussawy
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Mohammed Shahait
- Department of General Surgery, Division of Urology, King Hussein Cancer Center, Amman, Jordan
| | - Jose El-Asmar
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Gerges Bustros
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Ali Merhe
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Rami Nasr
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Muhammad Bulbul
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Wassim Wazzan
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Albert El-Hajj
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
| | - Ali Shamseddine
- Department of Internal Medicine, Hematology-Oncology Division, American University of Beirut Medical Center, Beirut, Lebanon
| | - Hala Kfoury
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Deborah Mukherji
- Department of Internal Medicine, Hematology-Oncology Division, American University of Beirut Medical Center, Beirut, Lebanon
| | - Raja Khauli
- Department of Surgery, Division of Urology and Renal Transplantation, American University of Beirut Medical Center, Nicosia, Cyprus
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Merkx RIJ, Lobeek D, Konijnenberg M, Jiménez-Franco LD, Kluge A, Oosterwijk E, Mulders PFA, Rijpkema M. Phase I study to assess safety, biodistribution and radiation dosimetry for 89Zr-girentuximab in patients with renal cell carcinoma. Eur J Nucl Med Mol Imaging 2021; 48:3277-3285. [PMID: 33651116 PMCID: PMC8426244 DOI: 10.1007/s00259-021-05271-w] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 02/17/2021] [Indexed: 01/20/2023]
Abstract
PURPOSE In this phase I study, we evaluated the safety, biodistribution and dosimetry of [89Zr]Zr-DFO-girentuximab (89Zr-girentuximab) PET/CT imaging in patients with suspicion of clear cell renal cell carcinoma (ccRCC). METHODS Ten eligible patients received an intravenous administration of 37 MBq (± 10%) of 89Zr-girentuximab at mass doses of 5 mg or 10 mg. Safety was evaluated according to the NCI CTCAE (version 4.03). Biodistribution and normal organ dosimetry was performed based on PET/CT images acquired at 0.5, 4, 24, 72 and 168 h post-administration. Additionally, tumour dosimetry was performed in patients with confirmed ccRCC and visible tumour uptake on PET/CT imaging. RESULTS 89Zr-girentuximab was administered in ten patients as per protocol. No treatment-related adverse events ≥ grade 3 were reported. 89Zr-girentuximab imaging allowed successful differentiation between ccRCC and non-ccRCC lesions in all patients, as confirmed with histological data. Dosimetry analysis using OLINDA/EXM 2.1 showed that the organs receiving the highest doses (mean ± SD) were the liver (1.86 ± 0.40 mGy/MBq), the kidneys (1.50 ± 0.22 mGy/MBq) and the heart wall (1.45 ± 0.19 mGy/MBq), with a mean whole body effective dose of 0.57 ± 0.08 mSv/MBq. Tumour dosimetry was performed in the 6 patients with histologically confirmed ccRCC resulting in a median tumour-absorbed dose of 4.03 mGy/MBq (range 1.90-11.6 mGy/MBq). CONCLUSIONS This study demonstrates that 89Zr-girentuximab is safe and well tolerated for the administered activities and mass doses and allows quantitative assessment of 89Zr-girentuximab PET/CT imaging in patients with suspicion of ccRCC. TRIAL REGISTRATION NCT03556046-14th of June, 2018.
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Affiliation(s)
- Robin I J Merkx
- Department of Medical Imaging: Nuclear Medicine, Radboudumc, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands. .,Department of Urology, Radboudumc, Nijmegen, The Netherlands.
| | - Daphne Lobeek
- Department of Medical Imaging: Nuclear Medicine, Radboudumc, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Mark Konijnenberg
- Department of Medical Imaging: Nuclear Medicine, Radboudumc, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | | | - Andreas Kluge
- ABX-CRO advanced pharmaceutical services, Dresden, Germany
| | | | | | - Mark Rijpkema
- Department of Medical Imaging: Nuclear Medicine, Radboudumc, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
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Nocera L, Collà Ruvolo C, Stolzenbach LF, Wenzel M, Tian Z, Larcher A, Capitanio U, Mirone V, Tilki D, Chun FKH, Kapoor A, Shariat SF, Saad F, Montorsi F, Briganti A, Karakiewicz PI. Tumor Stage and Substage Predict Cancer-specific Mortality After Nephrectomy for Nonmetastatic Renal Cancer: Histological Subtype-specific Validation. Eur Urol Focus 2021; 8:182-190. [PMID: 33653677 DOI: 10.1016/j.euf.2021.02.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 02/04/2021] [Accepted: 02/12/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND For patients with nonmetastatic renal cell carcinoma (nmRCC) treated with nephrectomy, prediction of cancer-specific mortality (CSM) by T stage and substage has not been validated for the separate histological subtypes. OBJECTIVE To investigate the ability of pathological T stage and substage to predict CSM for patients with clear-cell, papillary, or chromophobe nmRCC treated with nephrectomy. DESIGN, SETTING, AND PARTICIPANTS Using the SEER database for 2004-2016, we identified 87 149 patients with T1-4 N0/X M0 nmRCC treated with nephrectomy for the clear-cell (65 715; 75.4%), papillary (14 587; 16.7%), or chromophobe (6847; 7.9%) histological subtype. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Kaplan-Meier plots and Cox regression models were used to estimate CSM. RESULTS AND LIMITATIONS For all three histological subtypes, patients with T1a-T3a disease exhibited more favorable CSM than patients with T3b-T4 RCC. For clear-cell RCC, there were clinically meaningful and statistically significant differences for virtually all intergroup comparisons among T1a-T3a stages. For papillary T1a-T3a RCC, clinically meaningful differences disappeared, although the statistical significance remained. For chromophobe T1a-T3a RCC, no clinically meaningful or statistically significant differences were observed. For all three histological subtypes, patients with T3b-T4 RCC exhibited virtually uniformly unfavorable CSM, with no clinically meaningful intergroup CSM differences. CONCLUSION The use of T stage and substage for stratification of patients with nmRCC treated with nephrectomy revealed differences in CSM among T1a-T3a cases, but not T3b-T4. The magnitude of the CSM difference was greatest for clear-cell, intermediate for papillary, and marginal for chromophobe RCC. PATIENT SUMMARY For patients with kidney cancer, the stage of their disease assessed after surgery on the affected kidney can predict how likely they are to die from their cancer. This prediction varies for different subtypes of kidney cancer.
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Affiliation(s)
- Luigi Nocera
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada; Division of Experimental Oncology/Unit of Urology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Claudia Collà Ruvolo
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada; Department of Urology, University of Naples Federico II, Naples, Italy
| | - Lara F Stolzenbach
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada; Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Mike Wenzel
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada; Department of Urology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Zhe Tian
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada
| | - Alessandro Larcher
- Division of Experimental Oncology/Unit of Urology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Umberto Capitanio
- Division of Experimental Oncology/Unit of Urology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vincenzo Mirone
- Department of Urology, University of Naples Federico II, Naples, Italy
| | - Derya Tilki
- Martini-Klinik Prostate Cancer Center, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Felix K H Chun
- Department of Urology, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Anil Kapoor
- Division of Urology, Department of Surgery, Juravinski Cancer Centre, McMaster University, Hamilton, Canada
| | - Shahrokh F Shariat
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Departments of Urology, Weill Cornell Medical College, New York, NY, USA; Department of Urology, University of Texas Southwestern, Dallas, TX, USA; Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic; Institute for Urology and Reproductive Health, I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Division of Urology, Department of Special Surgery, Jordan University Hospital, The University of Jordan, Amman, Jordan
| | - Fred Saad
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada
| | - Francesco Montorsi
- Division of Experimental Oncology/Unit of Urology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alberto Briganti
- Division of Experimental Oncology/Unit of Urology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Pierre I Karakiewicz
- Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montreal Health Center, Montreal, Canada
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Preoperative anaemia and thrombocytosis predict adverse prognosis in non-metastatic renal cell carcinoma with tumour thrombus. BMC Urol 2021; 21:31. [PMID: 33639914 PMCID: PMC7913427 DOI: 10.1186/s12894-021-00796-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Accepted: 02/11/2021] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND : This study aimed to determine the prognostic value of preoperative blood parameters in renal cell carcinoma (RCC) and tumour thrombus (TT) patients that were surgically treated. METHOD We retrospectively analysed clinicopathological data and blood parameters of 146 RCC and TT patients that were surgically treated. Univariate or multivariate Cox regression analyses were performed to determine the risk factors associated with progression-free survival (PFS) and overall survival (OS). Kaplan-Meier analysis and logistic regression were performed to study the risk factors. Receiver operating characteristic curves were applied to test improvements in the predictive accuracy of the established prognosis score. RESULTS On univariate and multivariate analysis, anaemia (HR 2.873, P = 0.008) and lymph node metastasis (HR 4.811, P = 0.015) were independent prognostic factors linked to OS. Besides, thrombocytosis (HR 2.324, P = 0.011), histologic subtype (HR 2.835, P = 0.004), nuclear grade (HR 2.069, P = 0.033), and lymph node metastasis (HR 5.739, P = 0.001) were independent prognostic factors associated with PFS. Kaplan-Meier curves revealed that patients with anaemia exhibited worse OS than those without it (P = 0.0033). Likewise, patients with thrombocytosis showed worse PFS than those without it (P < 0.0001). Adding the anaemia and thrombocytosis to the SSIGN score improved its predictive accuracy related to OS and PFS. Preoperative anaemia was linked to more symptom at presentation (OR 3.348, P = 0.006), longer surgical time (OR 1.005, P = 0.001), more blood loss (OR 1.000, P = 0.018), more transfusion (OR 2.734, P = 0.004), higher thrombus level (OR 4.750, P = 0.004) and higher nuclear grade (OR 3.449, P = 0.001) while thrombocytosis was associated with more symptom at presentation (OR 7.784, P = 0.007). CONCLUSIONS Preoperative anaemia and thrombocytosis were adverse prognostic factors in non-metastatic RCC patients with TT. Also, both preoperative anaemia and thrombocytosis can be clinically used for risk stratification of non-metastatic RCC and TT patients.
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