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1.
Sci Rep ; 14(1): 10626, 2024 05 09.
Article En | MEDLINE | ID: mdl-38724670

Hyaluronan (HA) accumulation in clear cell renal cell carcinoma (ccRCC) is associated with poor prognosis; however, its biology and role in tumorigenesis are unknown. RNA sequencing of 48 HA-positive and 48 HA-negative formalin-fixed paraffin-embedded (FFPE) samples was performed to identify differentially expressed genes (DEG). The DEGs were subjected to pathway and gene enrichment analyses. The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma (TCGA-KIRC) data and DEGs were used for the cluster analysis. In total, 129 DEGs were identified. HA-positive tumors exhibited enhanced expression of genes related to extracellular matrix (ECM) organization and ECM receptor interaction pathways. Gene set enrichment analysis showed that epithelial-mesenchymal transition-associated genes were highly enriched in the HA-positive phenotype. A protein-protein interaction network was constructed, and 17 hub genes were discovered. Heatmap analysis of TCGA-KIRC data identified two prognostic clusters corresponding to HA-positive and HA-negative phenotypes. These clusters were used to verify the expression levels and conduct survival analysis of the hub genes, 11 of which were linked to poor prognosis. These findings enhance our understanding of hyaluronan in ccRCC.


Carcinoma, Renal Cell , Extracellular Matrix , Gene Expression Regulation, Neoplastic , Hyaluronic Acid , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/metabolism , Carcinoma, Renal Cell/mortality , Hyaluronic Acid/metabolism , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Kidney Neoplasms/metabolism , Kidney Neoplasms/mortality , Prognosis , Extracellular Matrix/metabolism , Extracellular Matrix/genetics , Gene Expression Profiling , Protein Interaction Maps/genetics , Transcriptome , Male , Female , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Epithelial-Mesenchymal Transition/genetics , Gene Regulatory Networks
2.
Acta Oncol ; 63: 330-338, 2024 May 14.
Article En | MEDLINE | ID: mdl-38745483

BACKGROUND: Low computed tomography (CT)-determined muscle mass, commonly determined with height-adjusted muscle indexes (MIs), predicts worse survival in several cancers and has been suggested as a prognostic assessment tool. Although several MIs measured at the level of the 3rd lumbar vertebra (L3) are commonly used, it remains unestablished how different L3-determined MIs perform in survival prognostication compared to each other. The objective of this study was to investigate the performance of different MIs for survival prognostication in renal cell carcinoma (RCC). METHODS: We retrospectively enrolled 214 consecutive patients with RCC. We determined three L3-MIs (psoas muscle index (PMI), psoas muscle index and erector spinae index (PMI+ESI), and whole skeletal muscle index (SMI)) from preoperative CT scans. Categorization of those with low and normal muscle mass was based on the Youden Index sex-specific MI cut-offs. We determined sensitivity, specificity, and accuracy metrics for predicting 1-year, 5-year, and overall survival (OS) using Cox regression models. RESULTS: Low PMI, PMI+ESI, and SMI significantly predicted decreased 1-year, 5-year, and OS in uni- and multivariate models. PMI+ESI and SMI were more accurate than PMI in males, and PMI and PMI+ESI were more accurate than SMI in females in the prediction of 1-year survival. However, there were no differences in accuracies between MIs in 5-year and OS prediction. INTERPRETATION: PMI+ESI performed well overall in short-term prognostication, but there were no differences between the MIs in long-term prognostication. We recommend the use of PMI+ESI for muscle evaluation, particularly when SMI cannot be evaluated.


Carcinoma, Renal Cell , Kidney Neoplasms , Lumbar Vertebrae , Psoas Muscles , Tomography, X-Ray Computed , Humans , Male , Female , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/pathology , Middle Aged , Lumbar Vertebrae/diagnostic imaging , Lumbar Vertebrae/pathology , Kidney Neoplasms/mortality , Kidney Neoplasms/pathology , Retrospective Studies , Aged , Prognosis , Psoas Muscles/diagnostic imaging , Psoas Muscles/pathology , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/pathology , Adult , Sarcopenia/diagnostic imaging , Sarcopenia/pathology , Sarcopenia/mortality , Aged, 80 and over
3.
Scand J Urol ; 59: 109-116, 2024 May 15.
Article En | MEDLINE | ID: mdl-38747153

OBJECTIVE: Several risk factors for end-stage renal disease (ESRD), in patients undergoing surgical treatment for renal cell carcinoma (RCC), have been suggested by others. This study aimed to investigate such risk factors and disclose the effect of developing ESRD, postoperatively, on overall survival. The risk of developing ESRD after RCC diagnosis was also evaluated. MATERIAL AND METHODS: The data of 16,220 patients with RCC and 162,199 controls were extracted from the Renal Cell Cancer Database Sweden, with linkages across multiple national registers between 2005 and 2020. Cox proportional hazards regression, Kaplan-Meier curves and cumulative incidence were used for statistical analysis. RESULTS: The 5-year cumulative incidence of ESRD following RCC diagnosis was 2.4% (95% confidence interval [CI] 2.1-2.6) and 0.4% (95% CI 0.3-0.4) for the patients with RCC and controls, respectively. Age, chronic kidney disease, higher T-stage and radical nephrectomy (RN) were significant risk factors for ESRD within 1-year of surgery. A total of 104 and 12,152 patients with and without ESRD, respectively, survived 1-year postoperatively. The 5-year overall survival rates of patients with ESRD and those with RCC only were 50% (95% CI 0.40-0.60) and 80% (95% CI 0.80-0.81), respectively. CONCLUSIONS: Patients who developed ESRD following renal cancer surgery had significantly poorer survival outcomes. Advanced age, comorbidities, higher-stage tumours and RN were identified as risk factors for developing ESRD. Surgical decisions are crucial. Efforts to spare renal function, including nephron-sparing surgery and active surveillance in appropriate cases, are highly relevant to reduce the development of severe kidney dysfunction.


Carcinoma, Renal Cell , Kidney Failure, Chronic , Kidney Neoplasms , Nephrectomy , Humans , Kidney Neoplasms/surgery , Kidney Neoplasms/mortality , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/complications , Male , Female , Risk Factors , Middle Aged , Aged , Carcinoma, Renal Cell/surgery , Carcinoma, Renal Cell/mortality , Survival Rate , Postoperative Complications/epidemiology , Sweden/epidemiology , Incidence , Adult , Aged, 80 and over
5.
Fr J Urol ; 34(2): 102569, 2024 Mar.
Article En | MEDLINE | ID: mdl-38717457

INTRODUCTION: Microphthalmia Transfactor Family (MiTF) translocation renal cell carcinomas (RCCs) represent a rare subtype of renal cell cancers. They are diagnosed in young patients and have a poor prognosis. The aim of our study was to analyze the clinical and pathological features of patients with MiTF RCC. MATERIAL AND METHOD: We performed a retrospective, monocentric, descriptive study including all patients operated for RCC between January 2015 and January 2023. The diagnosis of MiTF RCC was suspected by immunohistochemistry (IHC) and confirmed by fluorescent in situ hybridization (FISH). Survival data according to histological subtype (MiTF versus ccRCC) were analyzed using the Kaplan-Meier method and compared using a log-rank test. The primary endpoint was recurrence-free survival (RFS). A descriptive cohort analysis was performed. RESULTS: Of the 960 patients included, 19 (2%) had FISH-confirmed MiTF tumors. The median age at diagnosis was 42 years [18-75], the sex ratio was 1.11 females for 1 male, and 4 (21%) patients were immediately metastatic. Median RFS was 21months for patients in the MiTF group and was significantly lower than that of ccRCC patients, HR=4.33 [CI95% 2.06; 9.10; P<0.001]. Of the 11 patients with cT1-T2 tumors, 9 (81.8%) were treated with nephron sparing-surgery, with 2 (22.2%) harbored local recurrence. CONCLUSION: Our study shows that patients with MiTF translocation RCC have a significantly lower RFS than non-MiTF RCC patients. Nephron sparing surgery must be weighted by the high risk of recurrence in this particularly young population.


Carcinoma, Renal Cell , Kidney Neoplasms , Microphthalmia-Associated Transcription Factor , Translocation, Genetic , Humans , Kidney Neoplasms/pathology , Kidney Neoplasms/genetics , Kidney Neoplasms/mortality , Kidney Neoplasms/surgery , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/surgery , Male , Female , Microphthalmia-Associated Transcription Factor/genetics , Microphthalmia-Associated Transcription Factor/metabolism , Adult , Middle Aged , Retrospective Studies , Aged , Young Adult , Adolescent
6.
BMC Urol ; 24(1): 105, 2024 May 13.
Article En | MEDLINE | ID: mdl-38741053

INTRODUCTION: Papillary renal cell carcinoma (pRCC) is the second most common histology of renal cell carcinoma (RCC), accounting for 10-15% of cases. Traditionally, pRCC is divided into type 1 and type 2, although this division is currently debated as a prognostic factor of survival. Our aim was to investigate the epidemiology and survival of the pRCC subtypes in a whole nation cohort of patients during a 50-year period. MATERIALS AND METHODS: A Population based retrospective study including consecutive cases of RCC in Iceland from 1971-2020. Comparisons were made between histological classifications of RCC, with emphasis on pRCC subtypes (type 1 vs. 2) for outcome estimation. Changes in RCC incidence were analyzed in 5-year intervals after age standardization. The Kaplan-Meier method and Cox regression were used for outcome analysis. RESULTS: A total of 1.725 cases were identified, with 74.4%, 2.1% and 9.2% having clear cell (ccRCC), chromophobe (chRCC), and pRCC, respectively. The age standardized incidence (ASI) of pRCC was 1.97/100.000 for males and 0.5/100.000 for females, and the proportion of pRCC increased from 3.7% to 11.5% between the first and last intervals of the study (p < 0.001). Age standardized cancer specific mortality (ASCSM) of pRCC was 0.6/100.000 and 0.19/100.000 for males and females, respectively. The annual average increase in ASI was 3.6% for type 1 pRCC, but the ASI for type 2 pRCC and ASCSM for both subtypes did not change significantly. Male to female ratio was 4.4 for type 1 pRCC and 2.3 for type 2. The average tumor size for type 1 and 2 was 58.8 and 73.7 mm, respectively. Metastasis at diagnosis was found in 8.7% in the type 1 pRCC, compared to 30.0% of patients with type 2 pRCC (p < 0.001). Estimated 5-year cancer-specific survival (CSS) were 94.4%, 80.7%, and 69.3% for chRCC, pRCC and ccRCC, respectively (p < 0.001). For the pRCC subtypes, type 1 was associated with better 5-year CSS than type 2 (86.3% vs. 66.0%, p < 0.001), although this difference was not significant after adjusting for cancer stage and grading. CONCLUSIONS: pRCC histology was slightly less common in Iceland than in other countries. Males are more than three times more likely to be diagnosed with pRCC, compared to other RCC histologies. The subtype of pRCC was not found to be an independent risk factor for worse survival, and as suggested by the most recent WHO Classification of Urinary Tumors, grade and TNM-stage seem to be the most important factors for estimation of survival for pRCC patients.


Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Iceland/epidemiology , Carcinoma, Renal Cell/epidemiology , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/classification , Kidney Neoplasms/pathology , Kidney Neoplasms/epidemiology , Kidney Neoplasms/mortality , Kidney Neoplasms/classification , Male , Female , Middle Aged , Retrospective Studies , Aged , Adult , Survival Rate , Incidence , Time Factors , Young Adult , Aged, 80 and over
7.
Sci Rep ; 14(1): 9533, 2024 04 25.
Article En | MEDLINE | ID: mdl-38664460

Clear cell renal cell carcinoma (ccRCC) represents a highly frequent renal cancer subtype. However, medium-chain acyl-CoA dehydrogenase (ACADM) encodes an important enzyme responsible for fatty acid ß-oxidation (FAO) and its association with prognosis and immunity in cancers has rarely been reported. Therefore, the present work focused on exploring ACADM's expression and role among ccRCC cases. We used multiple public databases and showed the hypo levels of ACADM protein and mRNA within ccRCC. Additionally, we found that ACADM down-regulation showed a remarkable relation to the advanced stage, high histological grade, as well as dismal prognostic outcome. As suggested by Kaplan-Meier curve analysis, cases showing low ACADM levels displayed shorter overall survival (OS) as well as disease-free survival (DFS). Moreover, according to univariate/multivariate Cox regression, ACADM-mRNA independently predicted the prognosis of ccRCC. In addition, this work conducted immunohistochemistry for validating ACADM protein expression and its prognostic role in ccRCC samples. KEGG and GO analyses revealed significantly enriched genes related to ACADM expression during fatty acid metabolism. The low-ACADM group with more regulatory T-cell infiltration showed higher expression of immune negative regulation genes and higher TIDE scores, which might contribute to poor response to immunotherapies. In conclusion, our results confirmed that downregulated ACADM predicted a poor prognosis for ccRCC and a poor response to immunotherapy. Our results provide important data for developing immunotherapy for ccRCC.


Carcinoma, Renal Cell , Gene Expression Regulation, Neoplastic , Kidney Neoplasms , Tumor Microenvironment , Humans , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/metabolism , Carcinoma, Renal Cell/mortality , Tumor Microenvironment/immunology , Tumor Microenvironment/genetics , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Kidney Neoplasms/metabolism , Kidney Neoplasms/mortality , Prognosis , Female , Male , Middle Aged , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/genetics , Aged , Acyl-CoA Dehydrogenase/genetics , Acyl-CoA Dehydrogenase/metabolism , Kaplan-Meier Estimate
8.
World J Urol ; 42(1): 259, 2024 Apr 25.
Article En | MEDLINE | ID: mdl-38662226

PURPOSE: The aim of this study was to explore the benefit the metastasectomy for patients with metastatic non-clear cell carcinoma (non-ccRCC). METHODS: This study enrolled 120 patients with confirmed metastatic non-ccRCC from the RCC database of our center from 2008 to 2021. Patients without metastasectomy were grouped as radical nephrectomy without metastasectomy patients. The clinical outcomes included overall survival (OS) and progression-free survival (PFS). Cox regression and Kaplan-Meier analyses were used to assess potential factors that predict clinical benefits from metastasectomy. RESULTS: A total of 100 patients received radical nephrectomy alone, while the remaining 20 patients underwent both radical nephrectomy and metastasectomy. There was no significant difference in age between the two groups. Out of 100 patients who underwent radical nephrectomy, 60 were male, and out of 20 patients who had both radical nephrectomy and metastasectomy, 12 were male. Patients who underwent systemic therapy plus radical nephrectomy and metastasectomy had significantly better PFS (27.1 vs. 14.0, p = 0.032) and OS (67.3 vs. 24.0, p = 0.043) than those who underwent systemic therapy plus radical nephrectomy alone. Furthermore, for patients without liver metastasis (n = 54), systemic therapy plus radical nephrectomy and metastasectomy improved both PFS (p = 0.028) and OS (p = 0.043). Similarly, for patients with metachronous metastasis, systemic therapy plus radical nephrectomy and metastasectomy improved both PFS (p = 0.043) and OS (p = 0.032). None of the patients experienced serious perioperative complications (Clavien-Dindo Classification ≥ III grade). CONCLUSION: Metastasectomy in patients with metastatic non-ccRCC may provide clinical benefits in terms of improved PFS and OS, especially in patients without liver metastasis and those with metachronous metastasis.


Carcinoma, Renal Cell , Kidney Neoplasms , Metastasectomy , Nephrectomy , Humans , Male , Kidney Neoplasms/pathology , Kidney Neoplasms/surgery , Kidney Neoplasms/mortality , Female , Retrospective Studies , Middle Aged , Nephrectomy/methods , Survival Rate , Carcinoma, Renal Cell/secondary , Carcinoma, Renal Cell/surgery , Carcinoma, Renal Cell/mortality , Aged , Cohort Studies , Adult
10.
N Engl J Med ; 390(15): 1359-1371, 2024 Apr 18.
Article En | MEDLINE | ID: mdl-38631003

BACKGROUND: Adjuvant pembrolizumab therapy after surgery for renal-cell carcinoma was approved on the basis of a significant improvement in disease-free survival in the KEYNOTE-564 trial. Whether the results regarding overall survival from the third prespecified interim analysis of the trial would also favor pembrolizumab was uncertain. METHODS: In this phase 3, double-blind, placebo-controlled trial, we randomly assigned (in a 1:1 ratio) participants with clear-cell renal-cell carcinoma who had an increased risk of recurrence after surgery to receive pembrolizumab (at a dose of 200 mg) or placebo every 3 weeks for up to 17 cycles (approximately 1 year) or until recurrence, the occurrence of unacceptable toxic effects, or withdrawal of consent. A significant improvement in disease-free survival according to investigator assessment (the primary end point) was shown previously. Overall survival was the key secondary end point. Safety was a secondary end point. RESULTS: A total of 496 participants were assigned to receive pembrolizumab and 498 to receive placebo. As of September 15, 2023, the median follow-up was 57.2 months. The disease-free survival benefit was consistent with that in previous analyses (hazard ratio for recurrence or death, 0.72; 95% confidence interval [CI], 0.59 to 0.87). A significant improvement in overall survival was observed with pembrolizumab as compared with placebo (hazard ratio for death, 0.62; 95% CI, 0.44 to 0.87; P = 0.005). The estimated overall survival at 48 months was 91.2% in the pembrolizumab group, as compared with 86.0% in the placebo group; the benefit was consistent across key subgroups. Pembrolizumab was associated with a higher incidence of serious adverse events of any cause (20.7%, vs. 11.5% with placebo) and of grade 3 or 4 adverse events related to pembrolizumab or placebo (18.6% vs. 1.2%). No deaths were attributed to pembrolizumab therapy. CONCLUSIONS: Adjuvant pembrolizumab was associated with a significant and clinically meaningful improvement in overall survival, as compared with placebo, among participants with clear-cell renal-cell carcinoma at increased risk for recurrence after surgery. (Funded by Merck Sharp and Dohme, a subsidiary of Merck; KEYNOTE-564 ClinicalTrials.gov number, NCT03142334.).


Antineoplastic Agents, Immunological , Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Adjuvants, Immunologic/administration & dosage , Adjuvants, Immunologic/adverse effects , Adjuvants, Immunologic/therapeutic use , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/therapeutic use , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/surgery , Double-Blind Method , Kidney Neoplasms/drug therapy , Kidney Neoplasms/mortality , Kidney Neoplasms/surgery , Antineoplastic Agents, Immunological/administration & dosage , Antineoplastic Agents, Immunological/adverse effects , Antineoplastic Agents, Immunological/therapeutic use , Disease-Free Survival , Combined Modality Therapy , Survival Analysis
11.
Sci Rep ; 14(1): 9280, 2024 04 23.
Article En | MEDLINE | ID: mdl-38654021

Cyclin F (encoded by CCNF gene) has been reported to be implicated in the pathobiology of several human cancers. However, its potential clinical significance in clear cell renal cell carcinoma (ccRCC) remains unknown. The present study aimed to evaluate the potential significance of cyclin F, assessed by immunohistochemical (IHC) staining and molecular (bioinformatics) techniques, as a prognostic marker in ccRCC in relation to clinicopathological features and outcomes. IHC staining was performed using two independent ccRCC tissue array cohorts, herein called tissue macroarray (TMA)_1 and tissue microarray (TMA)_2, composed of 108 ccRCCs and 37 histologically normal tissues adjacent to the tumor (NAT) and 192 ccRCCs and 16 normal kidney samples, respectively. The mRNA expression data were obtained from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) public datasets, followed by bioinformatics analysis of biological mechanisms underlying prognosis. The relationship between immune cell infiltration level and CCNF expression in ccRCC was investigated using the Tumor Immune Estimation Resource 2.0 (TIMER2) and Gene Expression Profiling Interactive Analysis 2 (GEPIA2). Cyclin F expression was significantly elevated in ccRCC lesions compared to both NAT and normal renal tissues. Likewise, CCNF mRNA was markedly increased in ccRCCs relative to non-cancerous tissues. In all analyzed cohorts, tumors with features of more aggressive behavior were more likely to display cyclin F/CCNF-high expression than low. Furthermore, patients with high cyclin F/CCNF expression had shorter overall survival (OS) times than those with low expression. In addition, multivariable analysis revealed that cyclin F/CCNF-high expression was an independent prognostic factor for poor OS in ccRCC. Enrichment analysis for mechanistically relevant processes showed that CCNF and its highly correlated genes initiate the signaling pathways that eventually result in uncontrolled cell proliferation. CCNF expression was also correlated with immune cell infiltration and caused poor outcomes depending on the abundance of tumor-infiltrating immune cells in ccRCC. Our findings suggest that cyclin F/CCNF expression is likely to have an essential role in ccRCC pathobiology through regulating multiple oncogenic signaling pathways and affecting the tumor immune microenvironment and may serve as prognostic biomarker and promising therapeutic target in ccRCC.


Biomarkers, Tumor , Carcinoma, Renal Cell , Cyclins , Gene Expression Regulation, Neoplastic , Kidney Neoplasms , Female , Humans , Male , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/metabolism , Cyclins/metabolism , Cyclins/genetics , Kidney Neoplasms/genetics , Kidney Neoplasms/mortality , Kidney Neoplasms/pathology , Kidney Neoplasms/metabolism , Prognosis
12.
Cell Mol Biol (Noisy-le-grand) ; 70(3): 116-124, 2024 Mar 31.
Article En | MEDLINE | ID: mdl-38650144

It has been shown that kinesin family member 20A (KIF20A) is involved in the development of several cancers. However, research on clear cell renal cell carcinoma (ccRCC) and KIF20A is still exploratory. The current research was carried out to determine whether KIF20A expression has any prognosis value in ccRCC. Data were downloaded from The Cancer Genome Atlas (TCGA) database to validate the KIF20A mRNA expression and to perform clinicopathological analysis. Receiver operating characteristic (ROC) curves were used in evaluating KIF20A's diagnostic performance for ccRCC. The prognostic value of KIF20A in ccRCC was estimated by the Kaplan-Meier survival curve and Cox regression analysis. Gene set enrichment analysis (GSEA), functional annotations, and immune infiltration analysis were used to determine the potential mechanism of KIF20A's role in ccRCC. The increase in KIF20A mRNA expression was associated with sex, clinical stage, histologic grade, and TNM stage. ROC curve indicated that KIF20A could distinguish ccRCC from normal kidney samples. Survival study showed that high KIF20A expression predicted poor ccRCC prognosis. Thus, KIF20A expression could be used as an independent overall survival (OS) risk factor for ccRCC patients. Co-expression analysis identified TPX2 as a strong, positively correlated factor with KIF20A in ccRCC. Functional enrichment analyses and GSEA showed that KIF20A and TPX2 participated in various tumor-related pathways. Moreover, KIF20A and TPX2 expression were significantly associated with the level of immune infiltration into ccRCC. KIF20A may be a therapeutic target and a prognostic biomarker for ccRCC.


Biomarkers, Tumor , Carcinoma, Renal Cell , Computational Biology , Gene Expression Regulation, Neoplastic , Kaplan-Meier Estimate , Kidney Neoplasms , Kinesins , Microtubule-Associated Proteins , Humans , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/metabolism , Carcinoma, Renal Cell/mortality , Kinesins/genetics , Kinesins/metabolism , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Prognosis , Computational Biology/methods , Kidney Neoplasms/genetics , Kidney Neoplasms/diagnosis , Kidney Neoplasms/pathology , Kidney Neoplasms/metabolism , Kidney Neoplasms/mortality , Male , Female , Middle Aged , Microtubule-Associated Proteins/genetics , Microtubule-Associated Proteins/metabolism , ROC Curve , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Proportional Hazards Models , RNA, Messenger/genetics , RNA, Messenger/metabolism
13.
Front Immunol ; 15: 1374728, 2024.
Article En | MEDLINE | ID: mdl-38660294

In the advanced renal cell carcinoma (RCC) scenario, there are no consistent biomarkers to predict the clinical benefit patients derived from immune checkpoint blockade (ICB). Taking this into consideration, herein, we conducted a retrospective study in order to develop and validate a gene expression score for predicting clinical benefit to the anti-PD-1 antibody nivolumab in the context of patients diagnosed with advanced clear cell RCC enrolled in the CheckMate-009, CheckMate-010, and CheckMate-025 clinical trials. First, a three-gene expression score (3GES) with prognostic value for overall survival integrating HMGA1, NUP62, and ARHGAP42 transcripts was developed in a cohort of patients treated with nivolumab. Its prognostic value was then validated in the TCGA-KIRC cohort. Second, the predictive value for nivolumab was confirmed in a set of patients from the CheckMate-025 phase 3 clinical trial. Lastly, we explored the correlation of our 3GES with different clinical, molecular, and immune tumor characteristics. If the results of this study are definitively validated in other retrospective and large-scale, prospective studies, the 3GES will represent a valuable tool for guiding the design of ICB-based clinical trials in the aRCC scenario in the near future.


Biomarkers, Tumor , Carcinoma, Renal Cell , Immune Checkpoint Inhibitors , Kidney Neoplasms , Nivolumab , Female , Humans , Male , Biomarkers, Tumor/genetics , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/immunology , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Immune Checkpoint Inhibitors/therapeutic use , Kidney Neoplasms/drug therapy , Kidney Neoplasms/genetics , Kidney Neoplasms/mortality , Kidney Neoplasms/immunology , Nivolumab/therapeutic use , Prognosis , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Retrospective Studies , Treatment Outcome
14.
Cancer Med ; 13(9): e7214, 2024 May.
Article En | MEDLINE | ID: mdl-38686610

BACKGROUND: In a multi-institutional clinical study, we assessed the prognostic significance of a novel indicator preoperative peripheral blood immune (PBIS) scores that combined ratios of preoperative lymphocyte, monocyte, and neutrophil of renal cell carcinoma (RCC) patients undergoing laparoscopic nephrectomy. METHODS: Between January 2014 and December 2019, 438 patients with RCC were retrospectively analyzed in three centers. We used X-tile software to obtain the optimum cut-off values for neutrophils, monocytes, and lymphocytes to classify the patients. To assess the relationship between PBIS score and overall survival (OS), and cancer-specific survival (CSS) in patients with RCC by Kaplan-Meier survival curves and Cox regression analyses. In addition, predictive OS and CSS nomograms were constructed. The discriminative ability of nomogram and predictive performance accuracy were verified with consistency index (C-index), calibration curves, receiver operating curve (ROC) curves, decision curve analysis (DCA) curves, and time-dependent ROC curves. RESULTS: The optimum cutoff values for monocytes, lymphocytes, and neutrophils were 0.46, 1.01, and 4.50, respectively. We divided patients into four subgroups according to PBIS scores, which were significantly associated with M-stage (p = 0.008), T-stage (p < 0.001), N-stage (p = 0.006), and AJCC stage (p < 0.001). Multivariate Cox regression analysis revealed that RCC patients with lower PBIS scores showed a worse postoperative prognosis and served as an independent predictor of OS (p = 0.002) and CSS (p < 0.001). Ultimately, the nomograms based on PBIS scores demonstrated excellent predictive performance for OS (C-index: 0.770) and CSS (C-index: 0.828) through the analysis of calibration curves, ROC curves, DCA curves, and time-dependent ROC curves. CONCLUSION: PBIS score served as novel and effective predictor to accurately predict OS and CSS in patients with RCC receiving laparoscopic nephrectomy.


Carcinoma, Renal Cell , Kidney Neoplasms , Laparoscopy , Lymphocytes , Monocytes , Nephrectomy , Neutrophils , Nomograms , Humans , Carcinoma, Renal Cell/surgery , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/mortality , Male , Female , Nephrectomy/methods , Kidney Neoplasms/surgery , Kidney Neoplasms/pathology , Kidney Neoplasms/mortality , Retrospective Studies , Middle Aged , Neutrophils/pathology , Prognosis , Lymphocytes/pathology , Aged , ROC Curve , Preoperative Period , Kaplan-Meier Estimate , Adult
15.
Int J Surg ; 110(5): 2970-2977, 2024 May 01.
Article En | MEDLINE | ID: mdl-38445478

BACKGROUND: Although separate analysis of individual factor can somewhat improve the prognostic performance, integration of multimodal information into a single signature is necessary to stratify patients with clear cell renal cell carcinoma (ccRCC) for adjuvant therapy after surgery. METHODS: A total of 414 patients with whole slide images, computed tomography images, and clinical data from three patient cohorts were retrospectively analyzed. The authors performed deep learning and machine learning algorithm to construct three single-modality prediction models for disease-free survival of ccRCC based on whole slide images, cell segmentation, and computed tomography images, respectively. A multimodel prediction signature (MMPS) for disease-free survival were further developed by combining three single-modality prediction models and tumor stage/grade system. Prognostic performance of the prognostic model was also verified in two independent validation cohorts. RESULTS: Single-modality prediction models performed well in predicting the disease-free survival status of ccRCC. The MMPS achieved higher area under the curve value of 0.742, 0.917, and 0.900 in three independent patient cohorts, respectively. MMPS could distinguish patients with worse disease-free survival, with HR of 12.90 (95% CI: 2.443-68.120, P <0.0001), 11.10 (95% CI: 5.467-22.520, P <0.0001), and 8.27 (95% CI: 1.482-46.130, P <0.0001) in three different patient cohorts. In addition, MMPS outperformed single-modality prediction models and current clinical prognostic factors, which could also provide complements to current risk stratification for adjuvant therapy of ccRCC. CONCLUSION: Our novel multimodel prediction analysis for disease-free survival exhibited significant improvements in prognostic prediction for patients with ccRCC. After further validation in multiple centers and regions, the multimodal system could be a potential practical tool for clinicians in the treatment for ccRCC patients.


Carcinoma, Renal Cell , Deep Learning , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/surgery , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/surgery , Kidney Neoplasms/mortality , Kidney Neoplasms/pathology , Male , Female , Middle Aged , Retrospective Studies , Disease-Free Survival , Aged , Prognosis , Cohort Studies , Nephrectomy/methods , Tomography, X-Ray Computed
16.
Curr Med Imaging ; 20(1): e15734056301569, 2024.
Article En | MEDLINE | ID: mdl-38544394

OBJECTIVE: This study aims to investigate the association of preoperative body composition parameters, measured by computed tomography in patients undergoing surgery for renal cell carcinoma, with its stage and to survey the relationship with postoperative hospitalization duration and survival. METHODS: Demographic data, pathology results, cancer stages, and hospitalization duration of 104 patients undergoing surgery at the urology clinic due to renal cell carcinoma between 2019 and 2023 were analyzed retrospectively. On computed tomography scans acquired during diagnosis, visceral adipose tissue, subcutaneous adipose tissue, total adipose tissue, and skeletal muscle area were measured. The ratios of body composition parameters were computed. RESULTS: When the correlation between survival time and body composition in deceased patients was analysed, a moderate but significant correlation was observed between skeletal muscle area value and total adipose tissue / skeletal muscle area ratio (r=0.630, p=0.001; r=0.598, p=0.002). A significant and strong correlation was observed between total adipose tissue value and survival (r=0.704, p<0.001). Subcutaneous adipose tissue / skeletal muscle area was found to be an independent risk factor associated with mortality, and a ratio of 0.98 or less increased the mortality risk approximately 16-fold. CONCLUSION: The relationship between body composition parameters measured by computed tomography, which can be easily evaluated pre-treatment, and mortality, postoperative recovery and length of hospital stay can be evaluated, giving clinicians an idea about the potential difficulties that patients may encounter during the treatment process. For this purpose, the subcutaneous adipose tissue / skeletal muscle area ratio is the most helpful parameter that can be used.

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Body Composition , Carcinoma, Renal Cell , Kidney Neoplasms , Neoplasm Staging , Tomography, X-Ray Computed , Humans , Male , Carcinoma, Renal Cell/diagnostic imaging , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/surgery , Female , Tomography, X-Ray Computed/methods , Middle Aged , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/mortality , Retrospective Studies , Prognosis , Aged , Muscle, Skeletal/diagnostic imaging , Adult , Adipose Tissue/diagnostic imaging , Aged, 80 and over , Subcutaneous Fat/diagnostic imaging , Length of Stay
17.
Asian J Surg ; 47(5): 2188-2194, 2024 May.
Article En | MEDLINE | ID: mdl-38383186

BACKGROUND: We aimed to assess the prognostic importance of perinephric fat features in images of patients with non-metastatic renal cell carcinoma (RCC) undergoing surgery. METHODS: We enrolled RCC patients who underwent surgical treatment between 2011 and 2019. Two characteristics, including perinephric fat thickness and perinephric fat stranding, were evaluated using preoperative computed tomography or magnetic resonance images. The association between perinephric fat characteristics and disease progression was examined by Kaplan-Meier survival analysis and Cox regression model. RESULTS: In a multivariate Cox proportional hazards model adjusting for tumor stage, intratumoral necrosis, and neutrophil-to-lymphocyte ratio, we found that patients in the thin perinephric fat group (<1 cm) had a poorer progression-free survival (PFS) compared to the thick perinephric fat group (≥1 cm) (HR 2.8; 95% CI 1.175-6.674, p = 0.02). Additionally, the fat stranding group had a poorer PFS than the non-stranding group (HR 3.852; 95% CI 1.082-13.704, p = 0.037). The non-stranding with thick perinephric fat group exhibits the highest cumulative PFS while the stranding with thin perinephric fat group has the lowest cumulative PFS. In receiver operating characteristic curve analysis, combing these two perinephric fat characteristics with tumor stage can achieve a better discriminatory power than tumor stage alone. CONCLUSIONS: Our study indicates that the evaluation of image-based perinephric fat features is a simple, straightforward, reproducible tool for predicting RCC prognosis and may assist in preoperative risk stratification.


Adipose Tissue , Carcinoma, Renal Cell , Kidney Neoplasms , Magnetic Resonance Imaging , Tomography, X-Ray Computed , Humans , Carcinoma, Renal Cell/surgery , Carcinoma, Renal Cell/diagnostic imaging , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/mortality , Kidney Neoplasms/surgery , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/pathology , Kidney Neoplasms/mortality , Male , Female , Middle Aged , Prognosis , Aged , Adipose Tissue/diagnostic imaging , Preoperative Period , Nephrectomy/methods , Retrospective Studies , Proportional Hazards Models , Adult , Kaplan-Meier Estimate
18.
Int Urol Nephrol ; 56(6): 2045-2053, 2024 Jun.
Article En | MEDLINE | ID: mdl-38206525

PURPOSE: Keratin 14 (KRT14) is hypothesized to be involved in the pathogenesis of renal cell carcinoma (RCC) based on its tumorigenic role in various cancers and its relationship with the prognosis of other urinary system malignancies. This study aimed to evaluate the correlation of KRT14 with tumor properties and prognosis in RCC patients. METHODS: Data from 180 RCC patients who received tumor resection were retrospectively reviewed. The KRT14 was assessed by immunohistochemistry (IHC) staining in tumor tissues and non-tumor tissues. RESULTS: KRT14 was insufficiently expressed in both tumor and non-tumor tissues, with median (interquartile range) IHC score of 2.0 (0.0-3.4) and 1.0 (0.0-2.0), respectively. While it was relatively higher in tumor versus non-tumor tissues (P < 0.001). Besides, tumor KRT14 was positively correlated with the pathological grade (P = 0.038), tumor size (P = 0.012), T stage (P = 0.006), and TNM stage (P = 0.018). Interestingly, tumor KRT14 high predicted shorter accumulating recurrence-free survival (RFS) (P = 0.003) and accumulating overall survival (OS) (P = 0.001), which was further verified by the multivariate Cox's regression analysis (both P < 0.05). Furthermore, tumor KRT14 high estimated shorter RFS and OS from the Gene Expression Profiling Interactive Analysis and Human Protein ATLAS databases (all P < 0.05). Subgroup analyses indicated that the correlation of tumor KRT14 with accumulating RFS and accumulating OS was more pronounced in RCC patients with better physical status (such as age < 65 years and better eastern cooperative oncology group performance status) and higher tumor stages (such as higher pathological grade). CONCLUSION: High KRT14 in tumor tissue could reflect an advanced tumor features and unsatisfying survival in RCC patients.


Carcinoma, Renal Cell , Keratin-14 , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/metabolism , Carcinoma, Renal Cell/mortality , Kidney Neoplasms/pathology , Kidney Neoplasms/mortality , Kidney Neoplasms/genetics , Kidney Neoplasms/metabolism , Male , Female , Middle Aged , Prognosis , Retrospective Studies , Follow-Up Studies , Aged , Keratin-14/analysis , Neoplasm Staging , Time Factors , Survival Rate , Immunohistochemistry , Biomarkers, Tumor/metabolism
19.
Int J Urol ; 31(5): 526-533, 2024 May.
Article En | MEDLINE | ID: mdl-38240169

OBJECTIVES: This study aimed to assess the prognostic outcomes in mRCC patients receiving second-line TKI following first-line IO combination therapy. METHODS: This study retrospectively included 243 mRCC patients receiving second-line TKI after first-line IO combination therapy: nivolumab plus ipilimumab (n = 189, IO-IO group) and either pembrolizumab plus axitinib or avelumab plus axitinib (n = 54, IO-TKI group). Oncological outcomes between the two groups were compared, and prognostication systems were developed for these patients. RESULTS: In the IO-IO and IO-TKI groups, the objective response rates to second-line TKI were 34.4% and 25.9% (p = 0.26), the median PFS periods were 9.7 and 7.1 months (p = 0.79), and the median OS periods after the introduction of second-line TKI were 23.1 and 33.5 months (p = 0.93), respectively. Among the several factors examined, non-CCRCC, high CRP, and low albumin levels were identified as independent predictors of both poor PFS and OS by multivariate analyses. It was possible to precisely classify the patients into 3 risk groups regarding both PFS and OS according to the positive numbers of the independent prognostic factors. Furthermore, the c-indices of this study were superior to those of previous systems as follows: 0.75, 0.64, and 0.61 for PFS prediction and 0.76, 0.70, and 0.65 for OS prediction by the present, IMDC, and MSKCC systems, respectively. CONCLUSIONS: There were no significant differences in the prognostic outcomes after introducing second-line TKI between the IO-IO and IO-TKI groups, and the histopathology, CRP and albumin levels had independent impacts on the prognosis in mRCC patients receiving second-line TKI, irrespective of first-line IO combination therapies.


Antibodies, Monoclonal, Humanized , Antineoplastic Combined Chemotherapy Protocols , Axitinib , Carcinoma, Renal Cell , Kidney Neoplasms , Protein Kinase Inhibitors , Humans , Male , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/secondary , Carcinoma, Renal Cell/mortality , Female , Kidney Neoplasms/drug therapy , Kidney Neoplasms/pathology , Kidney Neoplasms/mortality , Retrospective Studies , Middle Aged , Aged , Prognosis , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Axitinib/therapeutic use , Axitinib/administration & dosage , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Protein Kinase Inhibitors/administration & dosage , Ipilimumab/administration & dosage , Ipilimumab/therapeutic use , Nivolumab/therapeutic use , Nivolumab/administration & dosage , Adult , Treatment Outcome , Aged, 80 and over
20.
Urol Oncol ; 41(11): 460.e1-460.e9, 2023 11.
Article En | MEDLINE | ID: mdl-37709565

PURPOSE: Racially driven outcomes in cancer are challenging to study. Studies evaluating the impact of race in renal cell carcinoma (RCC) outcomes are inconsistent and unable to disentangle socioeconomic disparities from inherent biological differences. We therefore seek to investigate socioeconomic determinants of racial disparities with respect to overall survival (OS) when comparing Black and White patients with RCC. METHODS: We queried the National Cancer Database (NCDB) for patients diagnosed with RCC between 2004 and 2017 with complete clinicodemographic data. Patients were examined across various stages (all, cT1aN0M0, and cM1) and subtypes (all, clear cell, or papillary). We performed Cox proportional hazards regression with adjustment for socioeconomic and disease factors. RESULTS: There were 386,589 patients with RCC, of whom 46,507 (12.0%) were Black. Black patients were generally younger, had more comorbid conditions, less likely to be insured, in a lower income quartile, had lower rates of high school completion, were more likely to have papillary RCC histology, and more likely to be diagnosed at a lower stage of RCC than their white counterparts. By stage, Black patients demonstrated a 16% (any stage), 22.5% (small renal mass [SRM]), and 15% (metastatic) higher risk of mortality than White patients. Survival differences were also evident in histology-specific subanalyses. Socioeconomic factors played a larger role in predicting OS among patients with SRMs than in patients with metastasis. CONCLUSIONS: Black patients with RCC demonstrate worse survival outcomes compared to White patients across all stages. Socioeconomic disparities between races play a significant role in influencing survival in RCC.


Carcinoma, Renal Cell , Health Inequities , Kidney Neoplasms , Social Determinants of Health , Humans , Black People , Carcinoma, Renal Cell/epidemiology , Carcinoma, Renal Cell/ethnology , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/epidemiology , Kidney Neoplasms/ethnology , Kidney Neoplasms/mortality , Kidney Neoplasms/pathology , Socioeconomic Factors , White People , Social Determinants of Health/ethnology , Social Determinants of Health/statistics & numerical data
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