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Yang CH, Lin GC, Wu CH, Chen JB, Chuang LY. Prediction tools for assessing functional impacts of gene mutations in Clear Cell Renal Cell Carcinoma: A comparative study. Comput Biol Med 2025; 192:110187. [PMID: 40306016 DOI: 10.1016/j.compbiomed.2025.110187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 03/17/2025] [Accepted: 04/08/2025] [Indexed: 05/02/2025]
Abstract
Renal cell carcinoma (RCC) is a well-known malignancy characterized by specific gene mutations that elevate its occurrence. It can be categorized into clear cell RCC (ccRCC), papillary RCC, and chromophobe RCC, which account for approximately 85 % of all primary RCC cases. The mutations typically involve single-nucleotide variants (SNVs) that lead to amino acid substitutions, which influence various biological functions, including gene expression. Therefore, predicting the functional consequences of RCC-related single-nucleotide polymorphisms (SNPs), including substitutions, insertions, deletions, and duplications, is crucial for the effective clinical management of RCC. In recent years, the accessibility and popularity of tools for predicting SNP functional variations have grown, especially in research concerning the potential risks associated with key gene mutations in cancer. Accordingly, this study focused on commonly mutated genes in ccRCC, namely VHL, BAP1, PBRM1, and SETD2. Public data from sources such as The Cancer Genome Atlas and the National Center for Biotechnology Information were used to identify 61 gene mutation positions. Nine nonsynonymous mutation prediction tools were used for analysis, namely SIFT, Polyphen-2, Mutation Assessor, Fathmm, MutPred, CHASM, Revel, Provean, and SNP&GO. The tools were evaluated by their statistical performance, prediction distribution, and receiver operating characteristic curves. The three tools with the highest accuracy for predicting the functional consequences of mutations in the four frequently mutated genes associated with ccRCC were SIFT (accuracy of 0.75), Provean (0.7), and Polyphen-2 (0.69). These findings offer valuable insights into predicting ccRCC-related gene mutation effects, but further research and validation are essential to support their clinical applications.
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Affiliation(s)
- Cheng-Hong Yang
- Department of Information Management, Tainan University of Technology, Tainan, Taiwan; Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan; Drug Development and Value Creation Research Center, Kaohsiung, Taiwan; Ph. D. Program in Biomedical Engineering, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Guan-Cheng Lin
- Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan
| | - Chih-Hsien Wu
- Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan
| | - Jin-Bor Chen
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, Taiwan
| | - Li-Yeh Chuang
- Department of Chemical Engineering & Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung Taiwan, Taiwan.
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2
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Wong R, Patel RG, Cortes-Mejia N, Guerra-Londono JJ, Huang H, Gundre S, Napa N, Cata JP. Impact of intraoperative dexmedetomidine on clear cell renal cell carcinoma progression: a retrospective cohort study. Br J Anaesth 2025:S0007-0912(25)00207-7. [PMID: 40348672 DOI: 10.1016/j.bja.2025.02.042] [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: 12/10/2024] [Revised: 02/05/2025] [Accepted: 02/24/2025] [Indexed: 05/14/2025] Open
Abstract
BACKGROUND Dexmedetomidine, an α-2 adrenoreceptor agonist, is commonly administered during cancer surgery as an adjuvant sedative because of its general anaesthetic agent-sparing effects. We investigated the association between ADRA2 gene expression and dexmedetomidine on oncological outcomes after surgery for clear cell renal cell carcinoma (RCC). METHODS We conducted an in silico analysis using a publicly available database and a retrospective study in patients with clear cell RCC. The associations between ADRA2A expression and recurrence-free survival and overall survival were analysed. The same outcomes were investigated in a cohort of patients who underwent partial or total nephrectomy and received dexmedetomidine or not. A propensity score matching strategy was utilised to account for selection bias, and a multivariable analysis was performed to control for variables implicated in survival. RESULTS Expression of the ADRA2A gene at the tumour level was not associated with recurrence-free survival; however, higher levels of expression were significantly associated with shorter overall survival. A total of 1766 patients with clear cell RCC were included in the retrospective study. Dexmedetomidine administration was not associated with higher rates of recurrence or mortality or with a significant impact on recurrence-free survival or overall survival. CONCLUSIONS Intraoperative administration of dexmedetomidine was not associated with a significant impact on cancer progression and survival. The role of ADRA2A as a prognosis biomarker for clear cell RCC warrants further study.
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Affiliation(s)
- Ryan Wong
- Tilman J. Fertitta Family College of Medicine, University of Houston, Houston, TX, USA
| | - Raj G Patel
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nicolas Cortes-Mejia
- Department of Pain Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA
| | - Juan J Guerra-Londono
- Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA; Department of Anesthesiology, Henry Ford Health System, Detroit, MI, USA
| | - Huang Huang
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Satvik Gundre
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nishanth Napa
- Tilman J. Fertitta Family College of Medicine, University of Houston, Houston, TX, USA
| | - Juan P Cata
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Anesthesiology and Surgical Oncology Research Group, Houston, TX, USA.
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3
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Wang Y, Yang H, Zhu Y, Luo W, Long Q, Fu Y, Chen X. Establishment and validation of a nomogram to predict overall survival for patients with primary renal neuroendocrine tumor. Sci Rep 2025; 15:13861. [PMID: 40263557 PMCID: PMC12015505 DOI: 10.1038/s41598-025-98228-0] [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: 11/01/2024] [Accepted: 04/10/2025] [Indexed: 04/24/2025] Open
Abstract
Our study aimed to develop a nomogram to predict overall survival (OS) at 1, 3, and 5 years for patients with primary renal neuroendocrine tumor (PRNET). The Surveillance, Epidemiology, and End Results database (2000-2021) was utilized to gather cases and extract data. We performed a multivariate analysis using a Cox proportional-hazards model to identify prognostic factors independently affecting OS. Based on these predictors, a nomogram was constructed and validated internally via a bootstrap resampling method. Finally, we included 266 PRNET patients. The multivariate analysis demonstrated that age, Fuhrman grade, surgery, summary stage, N stage, and histology were prognostic factors independently affecting OS (all P < 0.05). A nomogram was then constructed using the abovementioned predictors, except for the N stage. The bootstrap-corrected concordance index (C-index) of the nomogram was 0.820 (95% CI 0.805-0.835), surpassing the C-index of the TNM stage (0.571, 95% CI 0.550-0.592, P < 0.001). Based on time-dependent C-index results, the nomogram demonstrated a better discriminative ability compared to the TNM staging system. There was a good consistency between the observed values and predicted probabilities indicated by the calibration curves. The nomogram's clinical utility was supported by the decision curve analysis. Additionally, the nomogram can classify PRNET patients into low-risk and high-risk subgroups, with high-risk patients having poorer OS (P < 0.0001). The prognostic nomogram, based on individualized clinicopathological information, may be helpful in predicting survival outcomes for PRNET patients more accurately. Further external validation is required in future studies to confirm our developed nomogram's prognostic accuracy and clinical applicability.
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Affiliation(s)
- Yang Wang
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China
| | - Hua Yang
- Department of Urology, Renmin Hospital, Hubei University of Medicine, Shiyan, China
| | - Yanlin Zhu
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China
| | - Wenhui Luo
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China
| | - Qicheng Long
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China
| | - Yajun Fu
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China
| | - Xiaoke Chen
- Department of Urology, Guangdong Provincial People's Hospital, Zhuhai Hospital (Jinwan Central Hospital of Zhuhai), No. 2, Hongyang Road, Jinwan District, Zhuhai, 519000, China.
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4
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Geng X, Shan J, Dai Y, Liu Z, Min S, Zhao S, Zhang Z, Shi K, Zhang D, Ji T, Chang B. Regulatory mechanism and prognostic value of sex hormone pathways connected with metabolism and immune signaling in clear cell renal cell carcinoma. Sci Rep 2025; 15:13482. [PMID: 40251359 PMCID: PMC12008239 DOI: 10.1038/s41598-025-97163-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 04/02/2025] [Indexed: 04/20/2025] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) represents a major subtype of kidney cancer with variable prognosis. A comprehensive understanding of sex hormone-related pathways could potentially refine the prediction of patient outcomes in ccRCC. Patients from TCGA-KIRC (n = 528) and GSE22541 (n = 40) cohorts were analyzed. Sex-hormone-associated pathways were manually collected and calculated with the activated score, then subtypes were identified. Differential gene expression, pathway enrichment, and tumor-infiltrating immunocytes were assessed. A prognostic signature was developed using Cox analysis and LASSO regression. Immunohistochemistry (IHC) was performed to validate the protein level of key model gene in ccRCC tissues. Three distinct subtypes (C1, C2, C3) based on sex hormone pathway activation were discovered. C1 showed the most favorable prognosis (P = 0.00029). 1,094 genes were upregulated in C1 and 197 in C3. 20 risk-associated and 172 protective genes for ccRCC prognosis were identified. LASSO regression narrowed down to 33 genes for the sex-hormone-related-gene (SHAG) prognostic model. In the TCGA-KIRC cohort, the high-SHAG score group had a worse prognosis with an HR of 3.26 (95% CI: 2.334-4.555, P < 0.001). Validation in the GSE22541 cohort corroborated these findings. The nomogram incorporating the SHAG model demonstrated robust predictive accuracy higher than 0.75. IHC validation confirmed that ARHGEF17 protein levels were higher in early-stage ccRCC (stage I-II) compared to advanced-stage (stage III) tumors, supporting its prognostic relevance. The SHAG signature serves as a promising prognostic tool for ccRCC, providing insights into the role of sex hormone-related pathways in tumor progression. Further experimental and clinical validation is warranted to explore its potential in personalized therapy.
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Affiliation(s)
- Xinyu Geng
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Jiahao Shan
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, 750101, Chinal, China
| | - Yu Dai
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Ziwei Liu
- Clinical central laboratory, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Simin Min
- Clinical central laboratory, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Shuo Zhao
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Zhengyuan Zhang
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Kai Shi
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Duobing Zhang
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Tuo Ji
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China
| | - Baoyuan Chang
- Department of Urology, Suzhou Hospital of Anhui Medical University, Suzhou, 234000, Anhui, China.
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5
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Lee JS, Dan T, Zhang H, Cheng Y, Rehfeld F, Brugarolas J, Mendell JT. An ultraconserved snoRNA-like element in long noncoding RNA CRNDE promotes ribosome biogenesis and cell proliferation. Mol Cell 2025; 85:1543-1560.e10. [PMID: 40185099 PMCID: PMC12009208 DOI: 10.1016/j.molcel.2025.03.006] [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: 07/09/2024] [Revised: 01/02/2025] [Accepted: 03/05/2025] [Indexed: 04/07/2025]
Abstract
Cancer cells frequently upregulate ribosome production to support tumorigenesis. While small nucleolar RNAs (snoRNAs) are critical for ribosome biogenesis, the roles of other classes of noncoding RNAs in this process remain largely unknown. Here, we performed CRISPR interference (CRISPRi) screens to identify essential long noncoding RNAs (lncRNAs) in renal cell carcinoma (RCC) cells. This revealed that an alternatively spliced isoform of lncRNA colorectal neoplasia differentially expressed (CRNDE) containing an ultraconserved element (UCE), referred to as CRNDEUCE, is required for RCC cell proliferation. CRNDEUCE localizes to the nucleolus and promotes 60S ribosomal subunit biogenesis. The UCE of CRNDE functions as an unprocessed C/D box snoRNA that directly interacts with ribosomal RNA precursors. This facilitates delivery of eukaryotic initiation factor 6 (eIF6), a key 60S biogenesis factor, which binds to CRNDEUCE through a sequence element adjacent to the UCE. These findings highlight the functional versatility of snoRNA sequences and expand the known mechanisms through which noncoding RNAs orchestrate ribosome biogenesis.
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MESH Headings
- RNA, Long Noncoding/genetics
- RNA, Long Noncoding/metabolism
- Humans
- Cell Proliferation/genetics
- RNA, Small Nucleolar/genetics
- RNA, Small Nucleolar/metabolism
- Ribosomes/metabolism
- Ribosomes/genetics
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/metabolism
- Kidney Neoplasms/genetics
- Kidney Neoplasms/pathology
- Kidney Neoplasms/metabolism
- Cell Line, Tumor
- Gene Expression Regulation, Neoplastic
- Cell Nucleolus/metabolism
- Cell Nucleolus/genetics
- Alternative Splicing
- HEK293 Cells
- RNA, Ribosomal/genetics
- RNA, Ribosomal/metabolism
- Conserved Sequence
- CRISPR-Cas Systems
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Affiliation(s)
- Jong-Sun Lee
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Tu Dan
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - He Zhang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Yujing Cheng
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Frederick Rehfeld
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - James Brugarolas
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Kidney Cancer Program, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Joshua T Mendell
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA; Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
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6
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Lu D, Zheng Y, Yi X, Hao J, Zeng X, Han L, Li Z, Jiao S, Jiang B, Ai J, Peng J. Identifying potential risk genes for clear cell renal cell carcinoma with deep reinforcement learning. Nat Commun 2025; 16:3591. [PMID: 40234405 PMCID: PMC12000451 DOI: 10.1038/s41467-025-58439-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 03/18/2025] [Indexed: 04/17/2025] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent type of renal cell carcinoma. However, our understanding of ccRCC risk genes remains limited. This gap in knowledge poses challenges to the effective diagnosis and treatment of ccRCC. To address this problem, we propose a deep reinforcement learning-based computational approach named RL-GenRisk to identify ccRCC risk genes. Distinct from traditional supervised models, RL-GenRisk frames the identification of ccRCC risk genes as a Markov Decision Process, combining the graph convolutional network and Deep Q-Network for risk gene identification. Moreover, a well-designed data-driven reward is proposed for mitigating the limitation of scant known risk genes. The evaluation demonstrates that RL-GenRisk outperforms existing methods in ccRCC risk gene identification. Additionally, RL-GenRisk identifies eight potential ccRCC risk genes. We successfully validated epidermal growth factor receptor (EGFR) and piccolo presynaptic cytomatrix protein (PCLO), corroborated through independent datasets and biological experimentation. This approach may also be used for other diseases in the future.
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Affiliation(s)
- Dazhi Lu
- AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, Xi'an, China
| | - Yan Zheng
- College of Intelligence and Computing, Tianjin University, Tianjin, China
| | - Xianyanling Yi
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
| | - Jianye Hao
- College of Intelligence and Computing, Tianjin University, Tianjin, China.
| | - Xi Zeng
- AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, Xi'an, China
| | - Lu Han
- AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, Xi'an, China
| | - Zhigang Li
- College of Intelligence and Computing, Tianjin University, Tianjin, China
| | - Shaoqing Jiao
- School of Software, Northwestern Polytechnical University, Xi'an, China
| | - Bei Jiang
- Tianjin Second People's Hospital, Tianjin, China
| | - Jianzhong Ai
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China.
| | - Jiajie Peng
- AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, Xi'an, China.
- Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, Xi'an, China.
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7
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Park G, Baniya MK, Cha EJ, Sim SJ, Choi JS, Chun KS. Domperidone Induces Apoptosis through Suppression of STAT3 Signaling in Human Renal Cancer Caki-2 Cells. J Cancer Prev 2025; 30:24-31. [PMID: 40201024 PMCID: PMC11973461 DOI: 10.15430/jcp.24.032] [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: 12/11/2024] [Revised: 03/04/2025] [Accepted: 03/15/2025] [Indexed: 04/10/2025] Open
Abstract
Renal cancer continues to offer a great challenge for its successful therapy today, thus underscoring the need for effective chemotherapeutic agents. In the current study, we explored the anticancer effects of domperidone, a dopamine D2 receptor (DRD2) antagonist, in renal cancer Caki-2 cells. Domperidone induced dose and time-dependent cytotoxic effects in Caki-2 cells, triggering intrinsic apoptosis via the stimulation of the caspase cascade and PARP cleavage. The cytotoxic effect of domperidone was found to be partially DRD2-dependent. Domperidone treatment markedly augmented the production of intracellular reactive oxygen species which induced the cell death of Caki-2 cells. In addition, domperidone suppressed Janus kinase 2 and STAT3 phosphorylation, leading to inhibition of survival and proliferation of these cells. Hence, domperidone can be considered a promising candidate for renal cancer treatment.
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Affiliation(s)
- Geumi Park
- College of Pharmacy, Keimyung University, Daegu, Korea
- Preclinical Research Center, Daegu-Gyeongbuk Medical Innovation Foundation (K-MEDIhub), Daegu, Korea
| | | | - Eun-Jeong Cha
- College of Pharmacy, Keimyung University, Daegu, Korea
| | - So Jin Sim
- College of Pharmacy, Keimyung University, Daegu, Korea
| | - Joon-Seok Choi
- College of Pharmacy, Daegu Catholic University, Gyeongsan, Korea
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8
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Dong Y, Shayegan B, Su Y, Neira SV, Tang D. A novel multigene panel (Sig27) robustly predicts poor prognosis of renal cell carcinoma via high-level associations with immunosuppressive features. BJC REPORTS 2025; 3:16. [PMID: 40097553 PMCID: PMC11914224 DOI: 10.1038/s44276-025-00128-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 01/17/2025] [Accepted: 02/08/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND We investigated a 27-gene panel (Sig27), derived from prostate cancer, for risk stratification of RCC (clear cell RCC/ccRCC, papillary RCC/pRCC, and chromophobe RCC/chRCC). METHODS Sig27 gene expressions were examined in 960 RCC and 201 kidney tissues. Sig27 was evaluated for predicting overall survival (OS), association with immune checkpoints (IC), regulatory T cells (Tregs), myeloid-derived suppressor cells (MDSC), and tumor-associated macrophages (TAM) in RCC. RESULTS Sig27 robustly predicts OS of ccRCC, pRCC, and chRCC. Sig27 stratifies high-risk ccRCCs: median survival month (MSM) 19.3 and 80.4% of deaths and high-risk pRCCs (MSM 19.6 and 58.6% of death) compared to low-risk ccRCCs (2.9% of death) and pRCCs (2.7% of fatality). Sig27 contains several novel genes related to the RCC immunosuppressive features. FPR3, NOD2, MCTP1, LAMP3, TFEC, and FAM65B are highly correlated with MDSC, Treg, TAM and multiple (≥12) ICs in RCCs. FPR3 and NOD2 are pattern recognition receptors and initiate proinflammatory responses via sensing pathogen-associated molecular patterns and damage-associated molecular patterns; their upregulations may contribute to chronic inflammation in RCC. The Sig27 metagene is expressed in ccRCC-associated immune cells: exhausted CD8T cells, TAM, Treg, and others. CONCLUSIONS Sig27 is a novel and effective pan-RCC biomarker with high-level associations with RCC immunosuppressive features.
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Affiliation(s)
- Ying Dong
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
- Department of Surgery, McMaster University, Hamilton, ON, L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
| | - Bobby Shayegan
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
- Department of Surgery, McMaster University, Hamilton, ON, L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
| | - Yingying Su
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
- Department of Surgery, McMaster University, Hamilton, ON, L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
| | - Sandra Vega Neira
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
- Department of Surgery, McMaster University, Hamilton, ON, L8S 4K1, Canada
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada
| | - Damu Tang
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada.
- Department of Surgery, McMaster University, Hamilton, ON, L8S 4K1, Canada.
- The Research Institute of St Joe's Hamilton, St Joseph's Hospital, Hamilton, ON, L8N 4A6, Canada.
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9
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N A, Anne D, Shetty B, Velagapudi M, Nadella N. Unraveling Adrenal Oncocytoma: Clinical Presentation, Diagnosis, and Surgical Success. Cureus 2025; 17:e80891. [PMID: 40255829 PMCID: PMC12009102 DOI: 10.7759/cureus.80891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 03/20/2025] [Indexed: 04/22/2025] Open
Abstract
Adrenal oncocytomas are rare benign tumors originating in the adrenal gland and feature eosinophilic, mitochondria-rich cytoplasm. These tumors are difficult to diagnose and manage since they develop infrequently and have nonspecific symptoms. We present the case of a 45-year-old male with no known comorbidities who came with complaints of nonspecific on-off abdominal pain and no other associated findings. Imaging indicated a 12 × 10 cm mass originating from the right adrenal gland, abutting the right kidney, with no involvement of major arteries. Biochemical studies suggested a non-functioning adrenal tumor with Adrenocortical Carcinoma and non-functioning Pheochromocytoma as differentials. The patient underwent a right laparoscopic adrenalectomy with the tumor not invading any other structures. The patient had an uneventful postoperative period. The histopathology exam revealed an adrenal mass with predominant oncocytoma features. The patient had an uneventful postoperative period. The diagnosis of adrenal oncocytoma has been established by histopathological analysis. This report underscores the significance of histological confirmation in adrenal tumors and the need for additional research to provide diagnostic and treatment guidelines for these uncommon neoplasms, given the limited number of reported cases.
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Affiliation(s)
- Arjun N
- Department of Urology, Sapthagiri Institute of Medical Sciences and Research, Bangalore, IND
| | - Dinesh Anne
- Department of Urology, Sapthagiri Institute of Medical Sciences and Research, Bangalore, IND
| | - Bhavya Shetty
- Department of Urology, Sapthagiri Institute of Medical Sciences and Research, Bangalore, IND
| | - Murali Velagapudi
- Department of Urology, Sapthagiri Institute of Medical Sciences and Research, Bangalore, IND
| | - Nirupam Nadella
- Department of General Surgery, Dr. D. Y. Patil Medical College Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
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10
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Wang P, Deng Q, Pan S, Dong W. Long Noncoding RNA E2F1 Messenger RNA Stabilizing Factor (EMS) Promotes Sorafenib Resistance in Renal Cell Carcinoma by Regulating miR-363-3p and Dual-Specificity Phosphatase 10 Expression. J Biochem Mol Toxicol 2025; 39:e70153. [PMID: 40067251 DOI: 10.1002/jbt.70153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 01/09/2025] [Accepted: 01/16/2025] [Indexed: 05/13/2025]
Abstract
Renal cell carcinoma (RCC) is a common kidney disease associated with high mortality. Sorafenib is a protein kinase inhibitor that targets multiple kinases and is used for treating different cancers, including RCC. However, sorafenib resistance in patients with RCC hampers its use. Therefore, elucidating the molecular mechanisms underlying sorafenib resistance in RCC and developing novel therapeutic strategies to overcome drug resistance are vital. In this study, we found that the expression level of the long noncoding RNA (lncRNA) E2F1 messenger RNA stabilizing factor (EMS) was significantly higher in sorafenib-resistant RCC tissues and cell lines than in sorafenib-sensitive RCC tissues and cell lines. lncRNA EMS knockdown improved the sensitivity of sorafenib-resistant RCC cells to sorafenib treatment, as evidenced by decreased cell proliferation and increased apoptosis. Additionally, lncRNA EMS silencing combined with sorafenib treatment markedly inhibited RCC tumor development in vivo. Moreover, it was systematically shown that lncRNA EMS sponged miR-363-3p, whose expression was decreased in sorafenib-resistant RCC. Notably, miR-363-3p negatively regulated the expression of dual-specificity phosphatase 10 (DUSP10) by targeting its 3'-UTR. Furthermore, miR-363-3p overexpression restored sorafenib sensitivity, whereas upregulated DUSP10 expression promoted sorafenib resistance in sorafenib-resistant cell lines. In conclusion, the lncRNA EMS/miR-363-3p/DUSP10 axis regulates sorafenib resistance in RCC, and these molecules are promising biomarkers and therapeutic targets for patients with sorafenib-resistant RCC.
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MESH Headings
- Sorafenib/pharmacology
- Sorafenib/therapeutic use
- Humans
- Carcinoma, Renal Cell/metabolism
- Carcinoma, Renal Cell/drug therapy
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- RNA, Long Noncoding/genetics
- RNA, Long Noncoding/metabolism
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Kidney Neoplasms/metabolism
- Kidney Neoplasms/drug therapy
- Kidney Neoplasms/pathology
- Kidney Neoplasms/genetics
- MicroRNAs/genetics
- MicroRNAs/metabolism
- Cell Line, Tumor
- Gene Expression Regulation, Neoplastic/drug effects
- Animals
- Dual-Specificity Phosphatases/genetics
- Dual-Specificity Phosphatases/metabolism
- RNA, Neoplasm/genetics
- RNA, Neoplasm/metabolism
- Mice
- Male
- Female
- Mitogen-Activated Protein Kinase Phosphatases/genetics
- Mitogen-Activated Protein Kinase Phosphatases/metabolism
- Neoplasm Proteins/genetics
- Neoplasm Proteins/biosynthesis
- Neoplasm Proteins/metabolism
- Mice, Nude
- E2F1 Transcription Factor/genetics
- E2F1 Transcription Factor/metabolism
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Affiliation(s)
- Pinxiao Wang
- Department of Urology, Xi'an Daxing Hospital Affiliated to Yan'an University, Xi'an, Shaanxi, China
| | - Qian Deng
- Department of Urology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China
| | - Siyuan Pan
- Department of Urology, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Weiping Dong
- Department of Urology, Armed Police Corps Hospital of Shaanxi Province, Xi'an, Shaanxi, China
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11
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Chen JF, Ye SZ, Wang KJ, Meng XY, Yang BB, Wu KR, Ma Q. Long non-coding RNA OSTM1-AS1 promotes renal cell carcinoma progression by sponging miR-491-5p and upregulating MMP-9. Sci Rep 2025; 15:359. [PMID: 39747324 PMCID: PMC11696353 DOI: 10.1038/s41598-024-83154-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 12/11/2024] [Indexed: 01/04/2025] Open
Abstract
Long noncoding RNAs (lncRNAs) have been recognized as essential regulators in various human malignancies. Hundreds of lncRNAs were known to be abnormally expressed in renal cell carcinoma (RCC) through a lncRNA expression microarray, among which lncRNA OSTM1 antisense RNA 1(OSTM1-AS1) was revealed as one of the most abundant lncRNAs. However, the function of OSTM1-AS1 in RCC remains unknown. Here, we examined OSTM1-AS1 functional roles and mechanism in RCC development. OSTM1-AS1 expression was significantly highly expressed among RCC tissue specimens and cell lines. Functionally, OSTM1-AS1 knockdown significantly suppressed cell proliferation, migration along with metastasis of RCC cells. Mechanistically, miR-491-5p was targeted via OSTM1-AS1, and down-regulation of miR-491-5p reversed OSTM1-AS1 knockdown impact on RCC migration and invasion. MMP-9 was targeted via miR-491-5p, and MMP-9 overexpression reversed miR-491-5p or OSTM1-AS1 knockdown impact on cell migration and invasion. MMP-9 abundance was decreased by OSTM1-AS1 silence, that was reduced by miR-491-5p deficiency. Importantly, our investigation revealed that OSTM1-AS1 has the ability to interact with miR-491-5p, thereby increasing the MMP-9 expression. The in vivo trial demonstrated that OSTM1-AS1 suppression resulted in tumor growth inhibition among nude mice. In summary, our findings indicate, for the first time, at least to the best of our knowledge, that OSTM1-AS1 serves as an oncogene among RCC by promoting proliferation, invasion, and metastasis through its targeting of the miR-491-5p/MMP9 axis. Therefore, this axis could represent a promising alternative therapeutic target for RCC treatment.
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Affiliation(s)
- Jun-Feng Chen
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China
| | - Sha-Zhou Ye
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China
| | - Ke-Jie Wang
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China
| | - Xiang-Yu Meng
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China
| | - Bin-Bin Yang
- Department of Urology, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China
| | - Ke Rong Wu
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China.
- Department of Urology, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China.
| | - Qi Ma
- Translational Research Laboratory for Urology, The Key Laboratory of Ningbo City, Ningbo Clinical Research Center for Urological Disease, Comprehensive Urogenital Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China.
- Comprehensive Genitourinary Cancer Center, The First Affiliated Hospital of Ningbo University, #59 Liuting Street, Ningbo, 315010, Zhejiang, China.
- Yi-Huan Genitourinary Cancer Group, Ningbo, 315010, Zhejiang, China.
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12
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Mora A, Schmidt C, Balderson B, Frezza C, Bodén M. SiRCle (Signature Regulatory Clustering) model integration reveals mechanisms of phenotype regulation in renal cancer. Genome Med 2024; 16:144. [PMID: 39633487 PMCID: PMC11616309 DOI: 10.1186/s13073-024-01415-3] [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: 01/31/2024] [Accepted: 11/18/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) tumours develop and progress via complex remodelling of the kidney epigenome, transcriptome, proteome and metabolome. Given the subsequent tumour and inter-patient heterogeneity, drug-based treatments report limited success, calling for multi-omics studies to extract regulatory relationships, and ultimately, to develop targeted therapies. Yet, methods for multi-omics integration to reveal mechanisms of phenotype regulation are lacking. METHODS Here, we present SiRCle (Signature Regulatory Clustering), a method to integrate DNA methylation, RNA-seq and proteomics data at the gene level by following central dogma of biology, i.e. genetic information proceeds from DNA, to RNA, to protein. To identify regulatory clusters across the different omics layers, we group genes based on the layer where the gene's dysregulation first occurred. We combine the SiRCle clusters with a variational autoencoder (VAE) to reveal key features from omics' data for each SiRCle cluster and compare patient subpopulations in a ccRCC and a PanCan cohort. RESULTS Applying SiRCle to a ccRCC cohort, we showed that glycolysis is upregulated by DNA hypomethylation, whilst mitochondrial enzymes and respiratory chain complexes are translationally suppressed. Additionally, we identify metabolic enzymes associated with survival along with the possible molecular driver behind the gene's perturbations. By using the VAE to integrate omics' data followed by statistical comparisons between tumour stages on the integrated space, we found a stage-dependent downregulation of proximal renal tubule genes, hinting at a loss of cellular identity in cancer cells. We also identified the regulatory layers responsible for their suppression. Lastly, we applied SiRCle to a PanCan cohort and found common signatures across ccRCC and PanCan in addition to the regulatory layer that defines tissue identity. CONCLUSIONS Our results highlight SiRCle's ability to reveal mechanisms of phenotype regulation in cancer, both specifically in ccRCC and broadly in a PanCan context. SiRCle ranks genes according to biological features. https://github.com/ArianeMora/SiRCle_multiomics_integration .
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Affiliation(s)
- Ariane Mora
- School of Chemistry and Molecular Biosciences, University of Queensland, Molecular Biosciences Building 76, St Lucia, QLD, 4072, Australia
| | - Christina Schmidt
- Medical Research Council Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge Biomedical Campus, Box 197, Cambridge, CB2 0X2, UK
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Institute for Metabolomics in Ageing, Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), Joseph-Stelzmann-Str. 26, Cologne, 50931, Germany
| | - Brad Balderson
- School of Chemistry and Molecular Biosciences, University of Queensland, Molecular Biosciences Building 76, St Lucia, QLD, 4072, Australia
| | - Christian Frezza
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Institute for Metabolomics in Ageing, Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), Joseph-Stelzmann-Str. 26, Cologne, 50931, Germany.
- University of Cologne, Faculty of Mathematics and Natural Sciences, Institute of Genetics, Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), Cologne, Germany.
| | - Mikael Bodén
- School of Chemistry and Molecular Biosciences, University of Queensland, Molecular Biosciences Building 76, St Lucia, QLD, 4072, Australia.
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13
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Holmes L, Masire P, Eaton A, Mason R, Holmes M, William J, Poleon M, Enwere M. Pediatric Renal Cell Carcinoma (pRCC) Subpopulation Environmental Differentials in Survival Disadvantage of Black/African American Children in the United States: Large-Cohort Evidence. Cancers (Basel) 2024; 16:3975. [PMID: 39682162 DOI: 10.3390/cancers16233975] [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: 10/08/2024] [Revised: 11/11/2024] [Accepted: 11/19/2024] [Indexed: 12/18/2024] Open
Abstract
OBJECTIVE Renal cell carcinoma (RCC) is a rare but severe and aggressive pediatric malignancy. While incidence is uncommon, survival is relatively low with respect to acute lymphocytic leukemia (ALL), AML, lymphoma, ependymoma, glioblastoma, and Wilms Tumor. The pediatric renal cell carcinoma (pRCC) incidence, cumulative incidence (period prevalence), and mortality vary by health disparities' indicators, namely sex, race, ethnicity, age at tumor diagnosis, and social determinants of health (SDHs) as well as Epigenomic Determinants of Health (EDHs). However, studies are unavailable on some pRCC risk determinants, such as area of residence and socio-economic status (SES). The current study aimed at assessing the temporal trends, cumulative incidence, household median income, urbanity, mortality, and pRCC survival differentials. MATERIALS AND METHODS A retrospective cohort design was utilized to examine the event-free survival of children (0-19) with RCC using the Surveillance Epidemiology and End Result Data, 1973-2015. While the time-dependent variable, namely survival months, was utilized, we assessed the predictors of pRCC survival, mainly sex, age at diagnosis, education, insurance status, income, and tumor grade, as prognostic factors. In examining the joint effect of area of residence and race, as an exposure function with time in survival, we utilized the Cox proportional hazard model, while the annual percent change was assessed using a generalized linear model, implying a weighted average. RESULTS Between 1973 and 2015, there were 174 cases of pRCC, of whom 49 experienced mortality (28.2%). The pRCC cumulative incidence tends to increase with advancing age. A significant survival differential was observed between black/AA children with RCC and their white counterparts. Compared with white children, black/AA children were almost three times as likely to die, hazard ratio (HR) = 2.90, 95% CI = 1.56-5.31, p = 0.001. A survival differential was observed in sex, with males presenting with a 21% increased likelihood of dying, HR = 1.21; 95% CI, 0.69-2.11. In the metropolitan area, the risk of dying was almost three times as likely among black/AA children compared to their white counterparts, HR = 2.78; 95% CI, 1.45-5.43, while in the urban area, the risk of dying was almost four times as likely among black/AA children compared to their white counterparts, HR = 4.18; 95% CI, 0.84-20.80. After controlling for age, sex, education, and insurance, the risk of dying increased amongst black/AA children in metropolitan areas, adjusted HR (aHR) = 3.37, 99% CI = 1.35-8.44. In the urban area, after adjustment for age, sex, and insurance, there was an increased risk of dying for black/AA children, compared with their white counterparts with pRCC, aHR = 8.87, 99% CI = 2.77-28.10. CONCLUSION pRCC indicates an increased trend in males and age at diagnosis between 10 and 14, as well as a survival disadvantage among black/AA children, compared with their white counterparts. Additionally, urbanity significantly influences the racial differences in survival. These data are suggestive of the conjoined effect of environment and race in pRCC survival, indicative of further assessment of gene-environment interaction (epigenomics) in incidence, mortality, and survival in pRCC.
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Affiliation(s)
- Laurens Holmes
- Public Health & Allied Health Science Department, Wesley College, Delaware State University, Dover, DE 19901, USA
- Biological Sciences Department, University of Delaware, Newark, DE 19716, USA
- Medical College of Wisconsin, Milwaukee, WI 53226, USA
- College of Population Health, Thomas Jefferson University, Philadelphia, PA 19144, USA
- Global Health Equity Foundation, Bear, DE 19701, USA
| | - Phatismo Masire
- College of Population Health, Thomas Jefferson University, Philadelphia, PA 19144, USA
| | - Arieanna Eaton
- Department of Integrated Physiology and Health Sciences, Alma College, Alma, MI 48801, USA
| | - Robert Mason
- Public Health & Allied Health Science Department, Wesley College, Delaware State University, Dover, DE 19901, USA
| | - Mackenzie Holmes
- Global Health Equity Foundation, Bear, DE 19701, USA
- Texas A & M University, College Station, TX 77843, USA
| | | | - Maura Poleon
- Global Health Equity Foundation, Bear, DE 19701, USA
| | - Michael Enwere
- Global Health Equity Foundation, Bear, DE 19701, USA
- PrimeLife360, Wellness 20 Wenlock Road, London N1 7GU, UK
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14
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Wang S, Bai Y, Ma J, Qiao L, Zhang M. Long non-coding RNAs: regulators of autophagy and potential biomarkers in therapy resistance and urological cancers. Front Pharmacol 2024; 15:1442227. [PMID: 39512820 PMCID: PMC11540796 DOI: 10.3389/fphar.2024.1442227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 10/14/2024] [Indexed: 11/15/2024] Open
Abstract
The non-coding RNAs (ncRNAs) comprise a large part of human genome that mainly do not code for proteins. Although ncRNAs were first believed to be non-functional, the more investigations highlighted tthe possibility of ncRNAs in controlling vital biological processes. The length of long non-coding RNAs (lncRNAs) exceeds 200 nucleotidesand can be present in nucleus and cytoplasm. LncRNAs do not translate to proteins and they have been implicated in the regulation of tumorigenesis. On the other hand, One way cells die is by a process called autophagy, which breaks down proteins and other components in the cytoplasm., while the aberrant activation of autophagy allegedly involved in the pathogenesis of diseases. The autophagy exerts anti-cancer activity in pre-cancerous lesions, while it has oncogenic function in advanced stages of cancers. The current overview focuses on the connection between lncRNAs and autophagy in urological cancers is discussed. Notably, one possible role for lncRNAs is as diagnostic and prognostic variablesin urological cancers. The proliferation, metastasis, apoptosis and therapy response in prostate, bladder and renal cancers are regulated by lncRNAs. The changes in autophagy levels can also influence the apoptosis, proliferation and therapy response in urological tumors. Since lncRNAs have modulatory functions, they can affect autophagy mechanism to determine progression of urological cancers.
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Affiliation(s)
- Shizong Wang
- Department of Urology, Weifang People’s Hospital, Weifang, Shandong, China
- Shangdong Provincial Key Laboratory for Prevention and Treatment of Urological Diseases in Medicine and Health, Weifang, Shandong, China
| | - Yang Bai
- Department of Urology, Weifang People’s Hospital, Weifang, Shandong, China
- Shangdong Provincial Key Laboratory for Prevention and Treatment of Urological Diseases in Medicine and Health, Weifang, Shandong, China
| | - Jie Ma
- Department of Urology, Weifang People’s Hospital, Weifang, Shandong, China
- Shangdong Provincial Key Laboratory for Prevention and Treatment of Urological Diseases in Medicine and Health, Weifang, Shandong, China
| | - Liang Qiao
- Department of Urology, Weifang People’s Hospital, Weifang, Shandong, China
- Shangdong Provincial Key Laboratory for Prevention and Treatment of Urological Diseases in Medicine and Health, Weifang, Shandong, China
| | - Mingqing Zhang
- Department of Urology, Weifang People’s Hospital, Weifang, Shandong, China
- Shangdong Provincial Key Laboratory for Prevention and Treatment of Urological Diseases in Medicine and Health, Weifang, Shandong, China
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15
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Frölich UM, Leucht K, Grimm MO, Foller S. Complications of Tumor Nephrectomy with and Without Tumor Thrombus in the Vena Cava, Recorded with the Clavien-Dindo Classification: A Matched-Pair Analysis. Cancers (Basel) 2024; 16:3523. [PMID: 39456617 PMCID: PMC11506320 DOI: 10.3390/cancers16203523] [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: 09/02/2024] [Revised: 10/08/2024] [Accepted: 10/12/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Radical nephrectomy (RN) with inferior vena cava thrombectomy (IVCT) is indicated for the curative management of renal cell carcinoma (RCC) with tumor thrombus (TT). In the literature, any direct comparison of complications between RNs with or without IVCT is lacking. The objective of this study was to analyze and compare complications after RNs with or without IVCT. METHODS A retrospective evaluation of the complications recorded in RCC patients who underwent RN with (TT group, n = 44) or without (non-TT group, n = 44) IVCT between 2009 and 2021 was conducted. The non-TT group was identified via propensity-score matched-pair analysis. Postoperative complications up until discharge or postoperative day 30, whichever came first, were classified using the Clavien-Dindo classification (CDC). Complications were categorized into cardiovascular, pulmonary, bleeding, gastrointestinal, neurological/psychiatric, wound, urinary tract, dysglycemia, and other groups. Statistical analyses using descriptive statistics included the chi2 and Mann-Whitney U tests. RESULTS All CDC-grade postoperative complications were more frequent in the TT than in the non-TT group regarding the number of patients affected (93% vs. 73%), as well as per patient (median: 3 vs. 1; p < 0.001). Complications in CDC grade ≥ 3 were rare and comparable between groups. Cardiovascular, gastrointestinal, neurological/psychiatric, and bleeding complications occurred significantly more often in the TT group. However, its small study population and retrospective character limit this study. CONCLUSIONS Significantly more patients undergoing an RN-IVCT experience more frequent postoperative complications than patients with an RN but without IVCT. Surgeons performing the procedures should be experienced, and hospital staff should be trained in the early recognition and treatment of complications.
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Affiliation(s)
- Ute Maria Frölich
- Department of Urology, Jena University Hospital, 07747 Jena, Germany; (U.M.F.); (K.L.)
- Comprehensive Cancer Center Central Germany (CCCG), 07743 Jena, Germany
| | - Katharina Leucht
- Department of Urology, Jena University Hospital, 07747 Jena, Germany; (U.M.F.); (K.L.)
- Comprehensive Cancer Center Central Germany (CCCG), 07743 Jena, Germany
| | - Marc-Oliver Grimm
- Department of Urology, Jena University Hospital, 07747 Jena, Germany; (U.M.F.); (K.L.)
- Comprehensive Cancer Center Central Germany (CCCG), 07743 Jena, Germany
| | - Susan Foller
- Department of Urology, Jena University Hospital, 07747 Jena, Germany; (U.M.F.); (K.L.)
- Comprehensive Cancer Center Central Germany (CCCG), 07743 Jena, Germany
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16
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Maksimovic S, Boscolo NC, La Posta L, Barrios S, Moussa MJ, Gentile E, Pesquera PI, Li W, Chen J, Gomez JA, Basi A, Burks JK, Alvarez-Breckenridge C, Gao J, Campbell MT, Dondossola E. Antiangiogenic Tyrosine Kinase Inhibitors have Differential Efficacy in Clear Cell Renal Cell Carcinoma in Bone. CANCER RESEARCH COMMUNICATIONS 2024; 4:2621-2637. [PMID: 39248577 PMCID: PMC11459607 DOI: 10.1158/2767-9764.crc-24-0304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/24/2024] [Accepted: 09/04/2024] [Indexed: 09/10/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent kidney neoplasm; bone metastasis (BM) develops in 35% to 40% of metastatic patients and results in substantial morbidity and mortality, as well as medical costs. A key feature of ccRCC is the loss of function of the von Hippel-Lindau protein, which enhances angiogenesis via vascular endothelial growth factor release. Consequently, antiangiogenic tyrosine kinase inhibitors (TKI) emerged as a treatment for ccRCC. However, limited data about their efficacy in BM is available, and no systematic comparisons have been performed. We developed mouse models of bone and lung ccRCC tumors and compared their anticancer efficacy, impact on mouse survival, and mechanisms of action, including effects on tumor cells and both immune and nonimmune (blood vessels and osteoclasts) bone stromal components. This approach elucidates the efficacy of TKIs in ccRCC bone tumors to support rational interrogation and development of therapies. SIGNIFICANCE TKIs showed different efficacy in synchronous bone and lung metastases and did not eradicate tumors as single agents but induced extensive reprogramming of the BM microenvironment. This resulted in a significant decrease in neoangiogenic blood vessels, bone remodeling, and immune cell infiltration (including CD8 T cells) with altered spatial distribution.
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Affiliation(s)
- Stefan Maksimovic
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Nina C. Boscolo
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Ludovica La Posta
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Sergio Barrios
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Department of Bioengineering, Rice University, Houston, Texas.
| | - Mohammad Jad Moussa
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Emanuela Gentile
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Pedro I. Pesquera
- Division of Surgery, Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Wenjiao Li
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Jianfeng Chen
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Javier A. Gomez
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Akshay Basi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Jared K. Burks
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | | | - Jianjun Gao
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Matthew T. Campbell
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Eleonora Dondossola
- Department of Genitourinary Medical Oncology, David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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17
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Al-Mubarak H, Bane O, Gillingham N, Kyriakakos C, Abboud G, Cuevas J, Gonzalez J, Meilika K, Horowitz A, Huang HHV, Daza J, Fauveau V, Badani K, Viswanath SE, Taouli B, Lewis S. Characterization of renal masses with MRI-based radiomics: assessment of inter-package and inter-observer reproducibility in a prospective pilot study. Abdom Radiol (NY) 2024; 49:3464-3475. [PMID: 38467854 DOI: 10.1007/s00261-024-04212-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/17/2024] [Accepted: 01/17/2024] [Indexed: 03/13/2024]
Abstract
OBJECTIVES To evaluate radiomics features' reproducibility using inter-package/inter-observer measurement analysis in renal masses (RMs) based on MRI and to employ machine learning (ML) models for RM characterization. METHODS 32 Patients (23M/9F; age 61.8 ± 10.6 years) with RMs (25 renal cell carcinomas (RCC)/7 benign masses; mean size, 3.43 ± 1.73 cm) undergoing resection were prospectively recruited. All patients underwent 1.5 T MRI with T2-weighted (T2-WI), diffusion-weighted (DWI)/apparent diffusion coefficient (ADC), and pre-/post-contrast-enhanced T1-weighted imaging (T1-WI). RMs were manually segmented using volume of interest (VOI) on T2-WI, DWI/ADC, and T1-WI pre-/post-contrast imaging (1-min, 3-min post-injection) by two independent observers using two radiomics software packages for inter-package and inter-observer assessments of shape/histogram/texture features common to both packages (104 features; n = 26 patients). Intra-class correlation coefficients (ICCs) were calculated to assess inter-observer and inter-package reproducibility of radiomics measurements [good (ICC ≥ 0.8)/moderate (ICC = 0.5-0.8)/poor (ICC < 0.5)]. ML models were employed using reproducible features (between observers and packages, ICC > 0.8) to distinguish RCC from benign RM. RESULTS Inter-package comparisons demonstrated that radiomics features from T1-WI-post-contrast had the highest proportion of good/moderate ICCs (54.8-58.6% for T1-WI-1 min), while most features extracted from T2-WI, T1-WI-pre-contrast, and ADC exhibited poor ICCs. Inter-observer comparisons found that radiomics measurements from T1-WI pre/post-contrast and T2-WI had the greatest proportion of features with good/moderate ICCs (95.3-99.1% T1-WI-post-contrast 1-min), while ADC measurements yielded mostly poor ICCs. ML models generated an AUC of 0.71 [95% confidence interval = 0.67-0.75] for diagnosis of RCC vs. benign RM. CONCLUSION Radiomics features extracted from T1-WI-post-contrast demonstrated greater inter-package and inter-observer reproducibility compared to ADC, with fair accuracy for distinguishing RCC from benign RM. CLINICAL RELEVANCE Knowledge of reproducibility of MRI radiomics features obtained on renal masses will aid in future study design and may enhance the diagnostic utility of radiomics models for renal mass characterization.
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Affiliation(s)
- Haitham Al-Mubarak
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Octavia Bane
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Nicolas Gillingham
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai West, New York, NY, 10019, USA
| | - Christopher Kyriakakos
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Ghadi Abboud
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Jordan Cuevas
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Janette Gonzalez
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Kirolos Meilika
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Amir Horowitz
- Precision Immunology Institute/Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Hsin-Hui Vivien Huang
- Department of Population Sciences and Health Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jorge Daza
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Precision Immunology Institute/Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Valentin Fauveau
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ketan Badani
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Satish E Viswanath
- Department of Biomedical Engineering, School of Medicine, Case School of Engineering, Case Western Reserve University, Cleveland, OH, USA
- Department of Radiology, Case School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Bachir Taouli
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA
| | - Sara Lewis
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, NY, USA.
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, One Gustave Levy Place, Box 1234, New York, NY, 10029, USA.
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Ajadee A, Mahmud S, Hossain MB, Ahmmed R, Ali MA, Reza MS, Sarker SK, Mollah MNH. Screening of differential gene expression patterns through survival analysis for diagnosis, prognosis and therapies of clear cell renal cell carcinoma. PLoS One 2024; 19:e0310843. [PMID: 39348357 PMCID: PMC11441673 DOI: 10.1371/journal.pone.0310843] [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: 03/13/2024] [Accepted: 09/02/2024] [Indexed: 10/02/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent subtype of kidney cancer. Although there is increasing evidence linking ccRCC to genetic alterations, the exact molecular mechanism behind this relationship is not yet completely known to the researchers. Though drug therapies are the best choice after the metastasis, unfortunately, the majority of the patients progressively develop resistance against the therapeutic drugs after receiving it for almost 2 years. In this case, multi-targeted different variants of therapeutic drugs are essential for effective treatment against ccRCC. To understand molecular mechanisms of ccRCC development and progression, and explore multi-targeted different variants of therapeutic drugs, it is essential to identify ccRCC-causing key genes (KGs). In order to obtain ccRCC-causing KGs, at first, we detected 133 common differentially expressed genes (cDEGs) between ccRCC and control samples based on nine (9) microarray gene-expression datasets with NCBI accession IDs GSE16441, GSE53757, GSE66270, GSE66272, GSE16449, GSE76351, GSE66271, GSE71963, and GSE36895. Then, we filtered these cDEGs through survival analysis with the independent TCGA and GTEx database and obtained 54 scDEGs having significant prognostic power. Next, we used protein-protein interaction (PPI) network analysis with the reduced set of 54 scDEGs to identify ccRCC-causing top-ranked eight KGs (PLG, ENO2, ALDOB, UMOD, ALDH6A1, SLC12A3, SLC12A1, SERPINA5). The pan-cancer analysis with KGs based on TCGA database showed the significant association with different subtypes of kidney cancers including ccRCC. The gene regulatory network (GRN) analysis revealed some crucial transcriptional and post-transcriptional regulators of KGs. The scDEGs-set enrichment analysis significantly identified some crucial ccRCC-causing molecular functions, biological processes, cellular components, and pathways that are linked to the KGs. The results of DNA methylation study indicated the hypomethylation and hyper-methylation of KGs, which may lead the development of ccRCC. The immune infiltrating cell types (CD8+ T and CD4+ T cell, B cell, neutrophil, dendritic cell and macrophage) analysis with KGs indicated their significant association in ccRCC, where KGs are positively correlated with CD4+ T cells, but negatively correlated with the majority of other immune cells, which is supported by the literature review also. Then we detected 10 repurposable drug molecules (Irinotecan, Imatinib, Telaglenastat, Olaparib, RG-4733, Sorafenib, Sitravatinib, Cabozantinib, Abemaciclib, and Dovitinib.) by molecular docking with KGs-mediated receptor proteins. Their ADME/T analysis and cross-validation with the independent receptors, also supported their potent against ccRCC. Therefore, these outputs might be useful inputs/resources to the wet-lab researchers and clinicians for considering an effective treatment strategy against ccRCC.
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Affiliation(s)
- Alvira Ajadee
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
| | - Sabkat Mahmud
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Bayazid Hossain
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
- Department of Agricultural and Applied Statistics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Reaz Ahmmed
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
- Department of Biochemistry & Molecular Biology, University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Ahad Ali
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
- Department of Chemistry, University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Selim Reza
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
- Center for Biomedical Informatics & Genomics, School of Medicine, Tulane University, New Orleans, LA, United States of America
| | - Saroje Kumar Sarker
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Nurul Haque Mollah
- Department of Statistics, Bioinformatics Lab (Dry), University of Rajshahi, Rajshahi, Bangladesh
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19
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Krishnan S, Kanthaje S, Rekha PD, Mujeeburahiman M, Ratnacaram CK. Expanding frontiers in liquid biopsy-discovery and validation of circulating biomarkers in renal cell carcinoma and bladder cancer. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2024; 391:135-197. [PMID: 39939075 DOI: 10.1016/bs.ircmb.2024.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Renal cell carcinoma (RCC) and Bladder cancer (BC) are two lethal urological cancers that require diagnosis at their earliest stage causing decreasing survival rates in case of aggressive disease. However, there is no reliable circulating marker in blood or urine for their less or non-invasive diagnosis. Our objective was to review the potential circulating biomarkers, namely proteins, micro-RNA (miRNA), long non-coding RNA (lncRNA), and circulating tumour cells (CTCs) for which we performed a PubMed-based literature search of biomolecules (protein, miRNA, lncRNA and CTCs) found as circulating biomarkers in blood and urine for the early detection of RCC and BC. Among the numerous studies, certain biomolecules represent promising early-stage biomarkers such as proteins (NNMT, LCP1, and NM23A; KIM1), mi-RNAs (5-panel: miR-193a-3p, miR-362, miR-572, miR-378, and miR-28-5p; miR-200a) and lncRNAs (5-panel: LET, PVT1, PANDAR, PTENP1 and linc00963; GIHCG) for RCC. Similarly, proteins (APOA1), miRNAs (7-panel: miR-7-5p, miR-22-3p, miR-29a-3p, miR-126-5p, miR- 200a-3p, miR-375, and miR-423-5p; miRNA 181a, miRNA 30c, and miRNA 570) and lncRNAs (3-panel: MALAT1, MEG3, and SNHG16; exosomal derived 3-panel: PCAT-1, UBC1 and SNHG16; H19) were reported in BC subjects. Notably, the majority of the biomarkers presented for early detection in RCC cases were found in blood, while in urine for BC. Our results reveal that though a plethora of circulating biomarkers show early diagnostic ability, all of them are still bench-only biomarkers and require further validation. Adequate clinical trials/studies testing which of these potential markers individually or in combination, will become clinically applicable still remain elusive.
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Affiliation(s)
- Sabareeswaran Krishnan
- Division of Cancer Research and Therapeutics, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangaluru, Karnataka, India; Department of Urology, Yenepoya Medical College Hospital, Deralakatte, Mangaluru, Karnataka, India
| | - Shruthi Kanthaje
- Division of Cancer Research and Therapeutics, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangaluru, Karnataka, India
| | - Punchappady Devasya Rekha
- Division of Microbiology and Biotechnology, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangaluru, Karnataka, India
| | - M Mujeeburahiman
- Department of Urology, Yenepoya Medical College Hospital, Deralakatte, Mangaluru, Karnataka, India.
| | - Chandrahas Koumar Ratnacaram
- Division of Cancer Research and Therapeutics, Yenepoya Research Centre, Yenepoya (Deemed to be University), University Road, Deralakatte, Mangaluru, Karnataka, India.
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20
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Pavlovic B, Jakovljevic S, Jovanovic K. Initial Frontal Sinus and Orbit Tumor Signaling Late Distant Metastasis in Kidney Cancer. J Craniofac Surg 2024:00001665-990000000-01903. [PMID: 39254368 DOI: 10.1097/scs.0000000000010626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 08/11/2024] [Indexed: 09/11/2024] Open
Abstract
Although metastases to the paranasal sinuses are exceedingly rare, when they do occur, renal clear cell carcinoma is the most frequent primary tumor involved. The aim of this work was to present a case of metastatic clear cell renal carcinoma in the frontal sinus and orbit region, 7 years after the initial diagnosis and treatment. The patient was referred to our clinic due to drooping of the left eyelid and displacement of the left eyeball. Computed tomography revealed an expansive lesion in the left frontal sinus and orbit, causing destruction of its anterior, lateral, and roof walls. Profuse bleeding from the tumor and left orbit hindered a comprehensive assessment of tumor extension into the orbit and residual tumor size. Therefore, complete tumor removal was not possible; instead, reduction was achieved. Subsequent histopathologic and immunohistochemical analysis confirmed the lesion as a metastasis of renal cell carcinoma in the sinonasal tract. Unfortunately, 10 weeks later, the patient passed away. Treatment of metastatic clear cell renal carcinoma depends on the localization of the disease as well as the overall condition of the patient. If there is a solitary metastatic lesion, as in the case of the sinonasal region, surgical treatment is recommended. Metastasis of clear cell renal carcinoma to the sinonasal region is a rare occurrence; however, it is essential to consider it in cases of rapidly growing tumor masses, typically presenting with symptoms such as epistaxis and nasal obstruction.
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Affiliation(s)
- Bojan Pavlovic
- Faculty of Medicine, University of Belgrade
- Clinic of Otorhinolaryngology and Maxillofacial Surgery, University Clinical Center of Serbia, Belgrade, Serbia
| | - Sasa Jakovljevic
- Clinic of Otorhinolaryngology and Maxillofacial Surgery, University Clinical Center of Serbia, Belgrade, Serbia
| | - Katarina Jovanovic
- Clinic of Otorhinolaryngology and Maxillofacial Surgery, University Clinical Center of Serbia, Belgrade, Serbia
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21
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Liu X, Gao S, Qin YM, Zhang WL, Li P, Xiang XY. Decreased PANK1 expression in kidney renal clear cell carcinoma: impact on cell apoptosis, invasion, migration, and epithelial-mesenchymal transition. Discov Oncol 2024; 15:380. [PMID: 39196459 PMCID: PMC11358577 DOI: 10.1007/s12672-024-01251-2] [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: 03/20/2024] [Accepted: 08/20/2024] [Indexed: 08/29/2024] Open
Abstract
OBJECTIVE To investigate pantothenate kinases 1 (PANK1) expression in kidney renal clear cell carcinoma (KIRC) tissues, analyze its correlation with clinicopathological features and prognosis, and explore its impact on invasion, migration, and apoptosis in KIRC cells. METHODS GEPIA (gene expression profiling interactive analysis), UALCAN and LinkedOmics, were employed to analyze PANK1 expression in KIRC tissues and its correlation with clinical characteristics. Comparative analyses were performed between KIRC (Caki-1 and 786-O) and noncancerous renal cells (HK-2 and RPTEC). Transfection with PANK1 activation particles was conducted, followed by Wound healing, Transwell assay, Annexin V-fluorescein isothiocyanate/propidium iodide (Annexin V-FITC/PI) staining, quantitative reverse-transcription polymerase chain reaction (qRT-PCR), and Western blotting. RESULTS PANK1 was down-regulated in KIRC tissues and cells compared to normal tissues and noncancerous cells. Correlation analyses linked PANK1 expression with clinicopathological features in KIRC, with high PANK1 expression associated with a favorable outcome. High PANK1 expression correlated positively with E-cadherin (CDH1), tight junction protein 1 (TJP1), Fas cell surface death receptor (FAS), caspase-8 (CASP8), and CASP9, while showing a negative correlation with vimentin (VIM), snail family transcriptional repressor 1 (SNAIL1), twist family BHLH transcription factor 1 (TWIST1), and TWIST2. PANK1 overexpression increased CDH1, TJP1, FAS, CASP8, and CASP9 while downregulating SNAIL1, VIM, TWIST1, and TWIST2, inhibiting invasion and migration, and promoting apoptosis in KIRC cells. CONCLUSION PANK1 down-regulation in KIRC tissues correlated with clinicopathological features and prognosis. Its overexpression modulated epithelial-mesenchymal transition (EMT)-related gene, inhibited invasion, promoted apoptosis in KIRC cells, highlighting its role in disease progression and therapeutic potential.
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Affiliation(s)
- Xiang Liu
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China
| | - Song Gao
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China
| | - Ye-Min Qin
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China
| | - Wei-Li Zhang
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China
| | - Peng Li
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China
| | - Xiao-Yun Xiang
- Department of Urology, Lishui People's Hospital, Lishui, 323000, Zhejiang, China.
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22
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Kiyozawa D, Iwasaki T, Takamatsu D, Kohashi K, Miyamoto T, Fukuchi G, Eto M, Yamashita M, Oda Y. Papillary renal neoplasm with reverse polarity has low frequency of alterations in chromosomes 7, 17, and Y. Virchows Arch 2024; 485:299-306. [PMID: 38877360 DOI: 10.1007/s00428-024-03840-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 05/23/2024] [Accepted: 05/30/2024] [Indexed: 06/16/2024]
Abstract
In papillary renal neoplasm with reverse polarity (PRNRP), the status of chromosomal copy number alterations, especially chromosomes 7/17 gain and chromosome Y loss, has remained controversial. In the literatures, there is a discrepancy among the results of chromosomal alteration in PRNRP depending on the analytical methods. Here, we comprehensively analyzed the status of chromosomal abnormalities in PRNRP. Nineteen PRNRP cases were analyzed by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC), five of which were additionally subjected to array-based comparative genomic hybridization (aCGH) analysis. Fifteen cases of PRCC were used as controls. From the aCGH results, no genome copy number abnormalities were found in the five PRNRP cases. By FISH, numbers of nuclei with abnormal chromosomal signals in PRNRP (centromere 7 gain: 11-21% of nuclei, centromere 17 gain: 11% of nuclei, centromere Y loss: 14-31% of nuclei) were similar to those in non-neoplastic tubular cells (centromere 7 gain: 11-15% of nuclei, centromere 17 gain: 12-15% of nuclei, centromere Y loss: 13-45% of nuclei). c-MET immunohistochemical overexpression, a substitute marker for chromosome 7 trisomy, was observed in 0 of 19 PRNRP cases, consistent with the analyses by aCGH and NGS regarding chromosome 7 gain. Taken together, the frequency of chromosomal alterations in PRNRP is similar to that in non-neoplastic tubular cells, and lower than that in PRCC. Our data suggest that PRNRP has a different tumorigenesis and is a distinct entity from PRCC.
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Affiliation(s)
- Daisuke Kiyozawa
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Takeshi Iwasaki
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Dai Takamatsu
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kenichi Kohashi
- Department of Pathology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Takumi Miyamoto
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
| | - Genshiro Fukuchi
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masatoshi Eto
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Michifumi Yamashita
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yoshinao Oda
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan.
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23
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Zhou X, Li B, Yang G, Chi H. Letter to the Editor: Comparison of postoperative glomerular filtration rate between robot-assisted partial nephrectomy (RAPN) and open partial nephrectomy (OPN). Int J Surg 2024; 110:5252-5253. [PMID: 38704626 PMCID: PMC11325921 DOI: 10.1097/js9.0000000000001544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 04/15/2024] [Indexed: 05/06/2024]
Affiliation(s)
| | - Bo Li
- Department of General Surgery, The Affiliated Hospital of Southwest Medical University
- Academician (Expert) Workstation of Sichuan Province, Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, People's Republic of China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens, Ohio, USA
| | - Hao Chi
- Clinical Medical College, Southwest Medical University
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24
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Lee JS, Dan T, Zhang H, Cheng Y, Rehfeld F, Brugarolas J, Mendell JT. An ultraconserved snoRNA-like element in long noncoding RNA CRNDE promotes ribosome biogenesis and cell proliferation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.23.604857. [PMID: 39091767 PMCID: PMC11291168 DOI: 10.1101/2024.07.23.604857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/04/2024]
Abstract
Cancer cells frequently upregulate ribosome production to support tumorigenesis. While small nucleolar RNAs (snoRNAs) are critical for ribosome biogenesis, the roles of other classes of noncoding RNAs in this process remain largely unknown. Here we performed CRISPRi screens to identify essential long noncoding RNAs (lncRNAs) in renal cell carcinoma (RCC) cells. This revealed that an alternatively-spliced isoform of lncRNA Colorectal Neoplasia Differentially Expressed containing an ultraconserved element (UCE), referred to as CRNDE UCE, is required for RCC cell proliferation. CRNDE UCE localizes to the nucleolus and promotes 60S ribosomal subunit biogenesis. The UCE of CRNDE functions as an unprocessed C/D box snoRNA that directly interacts with ribosomal RNA precursors. This facilitates delivery of eIF6, a key 60S biogenesis factor, which binds to CRNDE UCE through a sequence element adjacent to the UCE. These findings highlight the functional versatility of snoRNA sequences and expand the known mechanisms through which noncoding RNAs orchestrate ribosome biogenesis.
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Affiliation(s)
- Jong-Sun Lee
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Tu Dan
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - He Zhang
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Yujing Cheng
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Frederick Rehfeld
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - James Brugarolas
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Kidney Cancer Program, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Joshua T. Mendell
- Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Tan D, Miao D, Zhao C, Shi J, Lv Q, Lu F, Ruan H, Xiong Z, Zhang X. N6-methyladenosine-modified ALDH9A1 modulates lipid accumulation and tumor progression in clear cell renal cell carcinoma through the NPM1/IQGAP2/AKT signaling pathway. Cell Death Dis 2024; 15:520. [PMID: 39039052 PMCID: PMC11263707 DOI: 10.1038/s41419-024-06896-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 06/27/2024] [Accepted: 07/08/2024] [Indexed: 07/24/2024]
Abstract
Aldehyde dehydrogenases superfamily (ALDHs), which are ubiquitously present in various organisms with diverse subcellular localizations, play a crucial role in regulating malignant tumor progression; Nevertheless, their involvement in clear cell renal cell carcinoma (ccRCC) has not been elucidated. In this study, we performed comprehensive bioinformatics analyses on the 19 ALDHs genes, and identified ALDH9A1 as a key contributor in ccRCC. Expression patterns and clinical relevance of ALDH9A1 were determined using bioinformatics analyses, real-time PCR, western blotting, and immunohistochemistry. To explore the underlying mechanism behind the tumor suppressor role of ALDH9A1, RNA sequencing, methylated RNA immunoprecipitation, luciferase reporter assay, mass spectroscopy, immunoprecipitation, mutational studies and immunofluorescence were employed. The impact of ALDH9A1 in ccRCC progression and metabolic programming was assessed through both in vitro and in vivo. Here, this study revealed ALDH9A1 as a tumor suppressor gene in ccRCC. The fat mass and obesity associated protein (FTO) was identified as a demethylase for ALDH9A1 mRNA, resulting in its reduced stability and expression levels in ccRCC. Functional experiments demonstrated that the deficiency of ALDH9A1 in ccRCC promoted tumor proliferation, invasion, migration and lipid accumulation. Mechanistic insights illustrated that the diminished levels of ALDH9A1 resulted in the failure to sequester nucleophosmin 1 (NPM1) within cytoplasm, thereby suppressing the transcription of IQ motif containing the GTPase-activating protein 2 (IQGAP2), subsequently activating the AKT-mTOR signaling, ultimately fostering tumor progression and lipid accumulation. In conclusion, the present study highlights the robust prognostic significance of ALDH9A1 and delivers a comprehensive understanding of ALDH9A1-NPM1-IQGAP2-AKT axis in ccRCC. These findings established a solid research foundation for novel therapeutic strategies for ccRCC patients.
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Affiliation(s)
- Diaoyi Tan
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Daojia Miao
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Chuanyi Zhao
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jian Shi
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Qingyang Lv
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Feiyi Lu
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Hailong Ruan
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Zhiyong Xiong
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Xiaoping Zhang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Institute of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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Yan H, Xing Z, Liu S, Gao P, Wang Q, Guo G. CALCR exacerbates renal cell carcinoma progression via stabilizing CD44. Aging (Albany NY) 2024; 16:10765-10783. [PMID: 38985127 PMCID: PMC11272109 DOI: 10.18632/aging.205586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 01/04/2024] [Indexed: 07/11/2024]
Abstract
The calcitonin receptor (CALCR) is an essential protein for maintaining calcium homeostasis and has been reported to be upregulated in numerous cancers. However, the molecular role of CALCR in renal cell carcinoma (RCC) is not well understood. In this study, we identified the overexpression of CALCR in RCC using human tissue chip by immunohistochemical (IHC) staining, which was associated with a poor prognosis. Functionally, CALCR depletion inhibited RCC cell proliferation and migration, and induced cell apoptosis and cycle arrest. CALCR is also essential for in vivo tumor formation. Mechanistically, we demonstrated that CALCR could directly bind to CD44, preventing CD44 protein degradation and thereby upregulating CD44 expression. Moreover, a deficiency in CD44 significantly attenuated the promoting role of CALCR on RCC cell proliferation, migration and anti-apoptosis capacities. Collectively, CALCR exacerbates RCC progression via stabilizing CD44, offering a fundamental basis for considering CALCR as a potential therapeutic target for RCC patients.
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Affiliation(s)
- Haiyang Yan
- Department of Urology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China
| | - Zhaohui Xing
- Department of Urology, Heilongjiang Provincial Hospital, Harbin, Heilongjiang 150036, China
| | - Shuai Liu
- Department of Urology, The Third Affiliated Hospital of Qiqihar Medical College, Qiqihaer, Heilongjiang 161099, China
| | - Peng Gao
- Department of Urology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China
| | - Qingli Wang
- Department of Urology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China
| | - Guiying Guo
- Department of Urology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China
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Zhang S, Zhu N, Shi YN, Zeng Q, Zhang CJ, Li HF, Qin L. Celastrol mediates CAV1 to attenuate pro-tumorigenic effects of senescent cells. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 129:155614. [PMID: 38692078 DOI: 10.1016/j.phymed.2024.155614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 02/04/2024] [Accepted: 04/09/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND Cellular senescence is an emerging hallmark of cancers, primarily fuels cancer progression by expressing senescence-associated secretory phenotype (SASP). Caveolin-1 (CAV1) is a key mediator of cell senescence. Previous studies from our group have evidenced that the expression of CAV1 is downregulated by Celastrol (CeT). PURPOSE To investigate the impact of CeT on cellular senescence and its subsequent influence on post-senescence-driven invasion, migration, and stemness of clear cell renal cell carcinoma (ccRCC). STUDY DESIGN AND METHODS The expression levels of CAV1, canonical senescence markers, and markers associated with epithelial-mesenchymal transition (EMT) and stemness in clinical samples were assessed through Pearson correlation analysis. Senescent cell models were induced using DOX, and their impact on migration, invasion, and stemness was evaluated. The effects of CeT treatment on senescent cells and their pro-tumorigenic effects were examined. Subsequently, the underlying mechanism of CeT were explored using lentivirus transfection and CRISPR/Cas9 technology to silence CAV1. RESULTS In human ccRCC clinical samples, the expression of the canonical senescence markers p53, p21, and p16 are associated with ccRCC progression. Senescent cells facilitated migration, invasion, and enhanced stemness in both ccRCC cells and ccRCC tumor-bearing mice. As expected, CeT treatment reduced senescence markers (p16, p53, p21, SA-β-gal) and SASP factors (IL6, IL8, CXCL12), alleviating cell cycle arrest. However, it did not restore the proliferation of senescent cells. Additionally, CeT suppressed senescence-driven migration, invasion, and stemness. Further investigations into the underlying mechanism demonstrated that CAV1 is a critical mediator of cell senescence and represents a potential target for CeT to attenuate cellular senescence. CONCLUSIONS This study presents a pioneering investigation into the intricate interplay between cellular senescence and ccRCC progression. We unveil a novel mechanism of CeT to mitigate cellular senescence by downregulating CAV1, thereby inhibiting the migration, invasion and stemness of ccRCC driven by senescent cells. These findings provide valuable insights into the underlying mechanisms of CeT and its potential as a targeted therapeutic approach for alleviating the aggressive phenotypes associated with senescent cells in ccRCC.
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Affiliation(s)
- Shuo Zhang
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China
| | - Neng Zhu
- Department of Urology, The First Hospital of Hunan University of Chinese Medicine, China
| | - Ya-Ning Shi
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China; Science and Technology Innovation Center, Hunan University of Chinese Medicine, China
| | - Qing Zeng
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China
| | - Chan-Juan Zhang
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China
| | - Hong-Fang Li
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China
| | - Li Qin
- Laboratory of Stem Cell Regulation with Chinese Medicine and Its Application, School of Pharmacy, Hunan University of Chinese Medicine, 300 Xueshi Road, Hanpu Science and Education District, Changsha, Hunan 410208, China; Institutional Key Laboratory of Vascular Biology and Translational Medicine in Hunan Province, Hunan University of Chinese Medicine, China.
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Badiola LB, Milagro NL, Lavín DC, Peraita SL, Ibarbia MA, Kareaga MM, Fernández Del Rivero TDP, Otero DSDP, López VA, Fernández CÁ, Emborujo AL, Arnaiz IG, Rodríguez RF, Verdún-Aguilar J, Sagastibeltza N, Duran I. RENO Study: Clinical characteristics, treatment patterns and survival results in patients with metastatic renal cell carcinoma in Northern Spain. Semin Oncol 2024; 51:77-86. [PMID: 38604897 DOI: 10.1053/j.seminoncol.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND The current available evidence on the management of metastatic renal cell cancer (mRCC) in real life is scarce in our environment. We present a summary of the existing real-world data and the results of an analysis describing the clinical characteristics, treatments, and health outcomes of patients with mRCC in northern Spain. METHODS Retrospective observational study. Adult patients diagnosed with mRCC between Jan 2007 and Dec 2019 were included. Epidemiological, efficacy and toxicity data were collected. Median overall survival (OS) and progression-free survival (PFS) were determined using the Kaplan-Meier method. RESULTS A total of 829 patients were included (median age at diagnosis:63 years;73% men). Median follow-up was 180 months. The preponderant histology was clear cell (85%). In 50% the initial diagnosis was advanced disease. The distribution according to IMDC prognosis was good (24%), intermediate (50%) and poor (26%). The most frequent metastatic locations were lung (68.3%) and lymph node (41.0%). Most patients (95%) received a first line (1L) systemic treatment, 60% were treated with a second line (2L) of therapy and 37% received third line (3L). A VEGFR-TKIs was the most common treatment (1L: 90%, n = 507; 2L: 49%, n = 233; 3L: 54%, n = 156) followed by mTOR inhibitors (1L: 2%, n = 4; 2L: 27%, n = 126; 3L: 23%, n = 68) and immunotherapy (1L: 3.7%, n = 25; 2L: 27%, n = 126). Median OS was 24.5 months in the general population. According to IMDC prognostic groups, OS was 52.5, 25.7 and 9 months respectively. From the start of the 1L, 2L, and 3L treatment, median PFS was: 1L: 7.8 (6.8-9.0); 2L: 4.9 (4.3-5.5); 3L: 4.3 (3.8-4.8) months. No unexpected toxicity was reported. CONCLUSIONS The Real-World Data on the management of mRCC in Northern Spain are comparable in epidemiology, efficacy, and safety to studies conducted in other areas of the world. The significant reduction in the number of patients receiving second and subsequent lines of therapy hampers the access to new therapies developed in this context.
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Affiliation(s)
| | | | - Diego Cacho Lavín
- Hospital Universitario Marqués de Valdecilla-IDIVAL, Santander, Spain
| | | | | | | | | | | | | | | | | | | | - Ricardo Fernández Rodríguez
- Hospital Universitario de Cruces e Instituto Oncológico IMQ Bilbao, Bilbao, Spain - Clínica IMQ Zorrotzaurre, Bizkaia, Spain
| | | | - Naiara Sagastibeltza
- Medical Oncology Departments: Hospital Universitario Donostia-OSI Donostialdea, Gipuzkoa, Spain
| | - Ignacio Duran
- Hospital Universitario Marqués de Valdecilla-IDIVAL, Santander, Spain.
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Lee H, Ma T, Ke H, Ye Z, Chen S. dCCA: detecting differential covariation patterns between two types of high-throughput omics data. Brief Bioinform 2024; 25:bbae288. [PMID: 38888456 PMCID: PMC11184902 DOI: 10.1093/bib/bbae288] [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: 02/21/2024] [Revised: 05/01/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
Abstract
MOTIVATION The advent of multimodal omics data has provided an unprecedented opportunity to systematically investigate underlying biological mechanisms from distinct yet complementary angles. However, the joint analysis of multi-omics data remains challenging because it requires modeling interactions between multiple sets of high-throughput variables. Furthermore, these interaction patterns may vary across different clinical groups, reflecting disease-related biological processes. RESULTS We propose a novel approach called Differential Canonical Correlation Analysis (dCCA) to capture differential covariation patterns between two multivariate vectors across clinical groups. Unlike classical Canonical Correlation Analysis, which maximizes the correlation between two multivariate vectors, dCCA aims to maximally recover differentially expressed multivariate-to-multivariate covariation patterns between groups. We have developed computational algorithms and a toolkit to sparsely select paired subsets of variables from two sets of multivariate variables while maximizing the differential covariation. Extensive simulation analyses demonstrate the superior performance of dCCA in selecting variables of interest and recovering differential correlations. We applied dCCA to the Pan-Kidney cohort from the Cancer Genome Atlas Program database and identified differentially expressed covariations between noncoding RNAs and gene expressions. AVAILABILITY AND IMPLEMENTATION The R package that implements dCCA is available at https://github.com/hwiyoungstat/dCCA.
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Affiliation(s)
- Hwiyoung Lee
- Maryland Psychiatric Research Center, School of Medicine, University of Maryland, Baltimore, MD 21201, United States
- The University of Maryland Institute for Health Computing (UM-IHC), North Bethesda, MD 20852, United States
| | - Tianzhou Ma
- Department of Epidemiology and Biostatistics, University of Maryland, College Park, MD 20742, United States
| | - Hongjie Ke
- Department of Epidemiology and Biostatistics, University of Maryland, College Park, MD 20742, United States
| | - Zhenyao Ye
- The University of Maryland Institute for Health Computing (UM-IHC), North Bethesda, MD 20852, United States
- Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD 21201, United States
| | - Shuo Chen
- Maryland Psychiatric Research Center, School of Medicine, University of Maryland, Baltimore, MD 21201, United States
- The University of Maryland Institute for Health Computing (UM-IHC), North Bethesda, MD 20852, United States
- Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD 21201, United States
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Tanaka H, Komori S, Suetsugu T, Iwata Y, Watanabe T, Tanaka C, Nagao N, Noguchi K, Hisamatsu K, Katayama M, Kawai M. Concomitant pancreatic and duodenal metastases 12 years after nephrectomy for renal cell carcinoma: a case report. J Surg Case Rep 2024; 2024:rjae276. [PMID: 38706478 PMCID: PMC11068445 DOI: 10.1093/jscr/rjae276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/10/2024] [Indexed: 05/07/2024] Open
Abstract
In selected patients with metastatic renal cell carcinoma, metastasectomy can achieve prolonged survival. Herein we report a patient with concomitant pancreatic and duodenal metastases occurring 12 years after total right nephrectomy for a renal cell carcinoma. The metastases were successfully treated by a pancreas-sparing duodenectomy and distal pancreatectomy. A 66-year-old man was referred to our hospital with a chief complaint of right upper abdominal pain. He had undergone laparoscopic total right nephrectomy for renal cell carcinoma 12 years before. Enhanced computed tomography showed hypervascular tumors in the pancreatic body and the descending duodenum near the papilla of Vater. Histopathological examination of endoscopic ultrasonography-guided fine needle aspiration cytology specimens revealed metastatic clear cell renal cancer. The patient underwent pancreas-sparing duodenectomy and distal pancreatectomy. He developed a pancreatic fistula after surgery that improved with conservative treatment, and has been free of evidence of recurrence up to 20 months postoperatively.
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Affiliation(s)
- Hideharu Tanaka
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Shuji Komori
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Tomonari Suetsugu
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Yoshinori Iwata
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Taku Watanabe
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Chihiro Tanaka
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Narutoshi Nagao
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Kei Noguchi
- Department of Pathology, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Kenji Hisamatsu
- Department of Pathology, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Masaki Katayama
- Department of Pathology, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
| | - Masahiro Kawai
- Department of Surgery, Gifu Prefectural General Medical Center, 4-6-1, Noishiki, Gifu, Gifu 500-8717, Japan
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31
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Alvi AT, Tchouambou Pougoue EL, Summers-Powell C, Gupta M. Descending Colon Metastasis of Renal Cell Carcinoma: An Unusual Site of Metastasis. Cureus 2024; 16:e59756. [PMID: 38841042 PMCID: PMC11152615 DOI: 10.7759/cureus.59756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2024] [Indexed: 06/07/2024] Open
Abstract
Renal cell carcinoma (RCC) has a high metastatic potential. While metastasis to common sites like the lungs, liver, bones, and brain is well-documented, metastasis to the colon, particularly the descending colon, remains an uncommon occurrence. When RCC does metastasize to the gastrointestinal tract, it commonly spreads to the small bowel and stomach. There are few cases reported in literature involving RCC metastasis to the colon. The commonly affected areas within the colon include the rectosigmoid colon, splenic flexure, and transverse colon. We describe an 87-year-old male with a history of stage III RCC diagnosed three years ago, followed by left-sided nephroureterectomy, partial adrenalectomy, and perinephric lymph node dissection. He presented to the emergency department (ED) with melena and generalized abdominal pain for one week. Stool occult blood was positive. Computed tomography (CT) of the abdomen was significant for stable postsurgical changes related to prior left nephrectomy and colonic mass at the proximal descending colon. A colonoscopy revealed a necrotic appearing friable mass in the descending colon. The pathology of the mass revealed proliferated atypical cells positive for paired box 8 (PAX8), a cluster of differentiation 10 (CD10), RCC, and pan-cytokeratin and negative for caudal-type homeobox 2 (CDX2), thyroid transcription factor-1 (TTF-1), and a cluster of differentiation 68 (CD68), consistent with metastatic RCC.
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Affiliation(s)
- Ali Tariq Alvi
- Internal Medicine, HCA Florida Northwest Hospital, Margate, USA
| | | | | | - Mayuri Gupta
- Gastroenterology, HCA Florida Northwest Hospital, Margate, USA
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32
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Barata P, Gulati S, Elliott A, Hammers HJ, Burgess E, Gartrell BA, Darabi S, Bilen MA, Basu A, Geynisman DM, Dawson NA, Zibelman MR, Zhang T, Wei S, Ryan CJ, Heath EI, Poorman KA, Nabhan C, McKay RR. Renal cell carcinoma histologic subtypes exhibit distinct transcriptional profiles. J Clin Invest 2024; 134:e178915. [PMID: 38652565 PMCID: PMC11142736 DOI: 10.1172/jci178915] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 04/10/2024] [Indexed: 04/25/2024] Open
Abstract
Molecular profiling of clear cell renal cell carcinoma (ccRCC) tumors of patients in a clinical trial has identified distinct transcriptomic signatures with predictive value, yet data in non-clear cell variants (nccRCC) are lacking. We examined the transcriptional profiles of RCC tumors representing key molecular pathways, from a multi-institutional, real-world patient cohort, including ccRCC and centrally reviewed nccRCC samples. ccRCC had increased angiogenesis signature scores compared with the heterogeneous group of nccRCC tumors, while cell cycle, fatty acid oxidation/AMPK signaling, and fatty acid synthesis/pentose phosphate signature scores were increased in one or more nccRCC subtypes. Among both ccRCC and nccRCC tumors, T effector scores statistically correlated with increased immune cell infiltration and were more commonly associated with immunotherapy-related markers (PD-L1+/TMBhi/MSIhi). In conclusion, this study provides evidence of differential gene transcriptional profiles among ccRCC versus nccRCC tumors, providing insights for optimizing personalized and histology-specific therapeutic strategies for patients with advanced RCC.
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Affiliation(s)
- Pedro Barata
- Tulane Medical School, New Orleans, Louisiana, USA
- University Hospitals Seidman Cancer Center, Cleveland, Ohio, USA
| | | | | | - Hans J. Hammers
- Kidney Cancer Program, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Earle Burgess
- Levine Cancer Institute Atrium Health, Charlotte, North Carolina, USA
| | - Benjamin A. Gartrell
- Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, USA
| | - Sourat Darabi
- Hoag Memorial Presbyterian Hospital, Newport Beach, California, USA
| | - Mehmet A. Bilen
- Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Arnab Basu
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Nancy A. Dawson
- Georgetown University Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | | | - Tian Zhang
- Kidney Cancer Program, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Shuanzeng Wei
- Fox Chase Cancer Center, Philadelphia, Pennsylvania, USA
| | | | - Elisabeth I. Heath
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | | | | | - Rana R. McKay
- Moores Cancer Center, UCSD, San Diego, California, USA
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33
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Moldvai D, Sztankovics D, Dankó T, Vetlényi E, Petővári G, Márk Á, Patonai A, Végső G, Piros L, Hosszú Á, Pápay J, Krencz I, Sebestyén A. Tumorigenic role of tacrolimus through mTORC1/C2 activation in post-transplant renal cell carcinomas. Br J Cancer 2024; 130:1119-1130. [PMID: 38341510 PMCID: PMC10991560 DOI: 10.1038/s41416-024-02597-8] [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: 08/10/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Kidney transplant recipients (KTRs) face an increased risk of renal cell carcinoma (RCC), in which the immunosuppressive regimen plays an important role. This study aimed to identify intracellular signalling alterations associated with post-transplant (post-tx) tumour formation. METHODS Expression of mTOR-related proteins were analysed in kidneys obtained from end-stage renal disease (ESRD) patients and RCCs developed in KTRs or non-transplant patients. The effects of tacrolimus (TAC) and rapamycin (RAPA) on mTOR activity, proliferation, and tumour growth were investigated through different in vitro and in vivo experiments. RESULTS Elevated mTORC1/C2 activity was observed in post-tx RCCs and in kidneys of TAC-treated ESRD patients. In vitro experiments demonstrated that TAC increases mTOR activity in a normal tubular epithelial cell line and in the investigated RCC cell lines, moreover, promotes the proliferation of some RCC cell line. In vivo, TAC elevated mTORC1/C2 activity in ischaemic kidneys of mice and enhanced tumour growth in xenograft model. CONCLUSIONS We observed significantly increased mTOR activity in ischaemic kidneys and post-tx RCCs, which highlights involvement of mTOR pathway both in the healing or fibrotic processes of kidney and in tumorigenesis. TAC-treatment further augmented the already elevated mTOR activity of injured kidney, potentially contributing to tumorigenesis during immunosuppression.
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Affiliation(s)
- Dorottya Moldvai
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Dániel Sztankovics
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Titanilla Dankó
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Enikő Vetlényi
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Gábor Petővári
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Ágnes Márk
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Attila Patonai
- Department of Surgery, Transplantation and Gastroenterology, Semmelweis University, Üllői út 78., H-1082, Budapest, Hungary
| | - Gyula Végső
- Department of Surgery, Transplantation and Gastroenterology, Semmelweis University, Üllői út 78., H-1082, Budapest, Hungary
| | - László Piros
- Department of Surgery, Transplantation and Gastroenterology, Semmelweis University, Üllői út 78., H-1082, Budapest, Hungary
| | - Ádám Hosszú
- Department of Paediatrics (Bókay street Unit), Semmelweis University, Üllői út. 26, H-1085, Budapest, Hungary
- MTA-SE Lendulet Diabetes Research Group, Bókay János utca 53-54., H-1083, Budapest, Hungary
| | - Judit Pápay
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Ildikó Krencz
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary
| | - Anna Sebestyén
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Üllői út 26., H-1085, Budapest, Hungary.
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Liu Y, Yang J, Weng D, Xie Y. A1CF Binding to the p65 Interaction Site on NKRF Decreased IFN-β Expression and p65 Phosphorylation (Ser536) in Renal Carcinoma Cells. Int J Mol Sci 2024; 25:3576. [PMID: 38612387 PMCID: PMC11011687 DOI: 10.3390/ijms25073576] [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: 02/14/2024] [Revised: 03/18/2024] [Accepted: 03/19/2024] [Indexed: 04/14/2024] Open
Abstract
Apobec-1 complementation factor (A1CF) functions as an RNA-binding cofactor for APO-BEC1-mediated C-to-U conversion during RNA editing and as a hepatocyte-specific regulator in the alternative pre-mRNA splicing of metabolic enzymes. Its role in RNA editing has not been clearly established. Western blot, co-immunoprecipitation (Co-IP), immunofluorescence (IF), methyl thiazolyl tetrazolium (MTT), and 5-ethynyl-2'-deoxyuridine (EdU) assays were used to examine the role of A1CF beyond RNA editing in renal carcinoma cells. We demonstrated that A1CF interacts with NKRF, independent of RNA and DNA, without affecting its expression or nuclear translocation; however, it modulates p65(Ser536) phosphorylation and IFN-β levels. Truncation of A1CF or deletion on NKRF revealed that the RRM1 domain of A1CF and the p65 binding motif of NKRF are required for their interaction. Deletion of RRM1 on A1CF abrogates NKRF binding, and the decrease in IFN-β expression and p65(Ser536) phosphorylation was induced by A1CF. Moreover, full-length A1CF, but not an RRM1 deletion mutant, promoted cell proliferation in renal carcinoma cells. Perturbation of A1CF levels in renal carcinoma cells altered anchorage-independent growth and tumor progression in nude mice. Moreover, p65(Ser536) phosphorylation and IFN-β expression were lower, but ki67 was higher in A1CF-overexpressing tumor tissues of a xenograft mouse model. Notably, primary and metastatic samples from renal cancer patients exhibited high A1CF expression, low p65(Ser536) phosphorylation, and decreased IFN-β levels in renal carcinoma tissues compared with the corresponding paracancerous tissues. Our results indicate that A1CF-decreased p65(Ser536) phosphorylation and IFN-β levels may be caused by A1CF competitive binding to the p65-combined site on NKRF and demonstrate the direct binding of A1CF independent of RNA or DNA in signal pathway regulation and tumor promotion in renal carcinoma cells.
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Affiliation(s)
| | | | | | - Yajun Xie
- The Ministry of Education Key Laboratory of Laboratory Medical Diagnostics, The College of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (Y.L.); (J.Y.); (D.W.)
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35
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Pajunen H, Veitonmäki T, Huhtala H, Nikkola J, Pöyhönen A, Murtola T. Prognostic factors of renal cell cancer in elderly patients: a population-based cohort study. Sci Rep 2024; 14:6295. [PMID: 38491173 PMCID: PMC10942969 DOI: 10.1038/s41598-024-56835-3] [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: 04/19/2023] [Accepted: 03/12/2024] [Indexed: 03/18/2024] Open
Abstract
Mortality in renal cell cancer (RCC) is high in the elderly population. Comorbidities have a greater impact on overall prognosis of RCC among elderly patients than in younger patients. All new RCC cases were collected in people over 74 years of age between 1995 and 2018 from the Finnish cancer registry. The comorbidities were identified from the Care Registry for Healthcare. Charlson Comorbidity Index (CCI) was used to evaluate the risk of death based on comorbidities. The overall risk of death was analyzed using the Cox regression model. The risk for RCC death was analyzed using Fine and Gray regression analysis. Individual prognostic role of CCI components was evaluated by adding each component separately into the multivariable Fine and Gray regression model. Using the most prognostic comorbidities we constructed a nomogram to predict RCC mortality. Statistically significant prognostic factors of RCC death were tumor morphology (clear cell, papillary and chromophobe), sex, operative treatment, age, primary tumor extent and CCI. The strongest prognostic factors for overall mortality were tumor extent, tumor morphology and operative treatment. Among the components of CCI, the most important comorbidities predicting mortality were dementia, heart failure and kidney disease. The limitation of this study is that the comorbidities have only been recorded at inpatient and outpatient hospital contacts, which is why the prevalence of comorbidities is probably underestimated. In addition, physical performance status was not available from registry data, but it significantly affects the treatment decisions. RCC mortality is high in the elderly population. Among comorbidities, dementia and heart failure have the greatest impact on the prognosis. Curative treatment in selected elderly patients is efficient and should be considered in patients who can tolerate it and have only limited comorbidities.
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Affiliation(s)
- Heini Pajunen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
| | - Thea Veitonmäki
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Heini Huhtala
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Jussi Nikkola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Antti Pöyhönen
- Center for Military Medicine, The Finnish Defense Forces, Helsinki, Finland
| | - Teemu Murtola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Urology, TAYS Cancer Center, Tampere, Finland
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Nie J, Yang H, Liu X, Deng W, Fu B. Identification and validation of shared gene signature of kidney renal clear cell carcinoma and COVID-19. PeerJ 2024; 12:e16927. [PMID: 38464749 PMCID: PMC10921934 DOI: 10.7717/peerj.16927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 01/22/2024] [Indexed: 03/12/2024] Open
Abstract
Background COVID-19 is a severe infectious disease caused by the SARS-CoV-2 virus, and previous studies have shown that patients with kidney renal clear cell carcinoma (KIRC) are more susceptible to SARS-CoV-2 infection than the general population. Nevertheless, their co-pathogenesis remains incompletely elucidated. Methods We obtained shared genes between these two diseases based on public datasets, constructed a prognostic risk model consisting of hub genes, and validated the accuracy of the model using internal and external validation sets. We further analyzed the immune landscape of the prognostic risk model, investigated the biological functions of the hub genes, and detected their expression in renal cell carcinoma cells using qPCR. Finally, we searched the candidate drugs associated with hub gene-related targets from DSigDB and CellMiner databases. Results We obtained 156 shared genes between KIRC and COVID-19 and constructed a prognostic risk model consisting of four hub genes. Both shared genes and hub genes were highly enriched in immune-related functions and pathways. Hub genes were significantly overexpressed in COVID-19 and KIRC. ROC curves, nomograms, etc., showed the reliability and robustness of the risk model, which was validated in both internal and external datasets. Moreover, patients in the high-risk group showed a higher proportion of immune cells, higher expression of immune checkpoint genes, and more active immune-related functions. Finally, we identified promising drugs for COVID-19 and KIRC, such as etoposide, fulvestrant, and topotecan. Conclusion This study identified and validated four shared genes for KIRC and COVID-19. These genes are associated with immune functions and may serve as potential prognostic biomarkers for KIRC. The shared pathways and genes may provide new insights for further mechanistic research and treatment of comorbidities.
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Affiliation(s)
- Jianqiang Nie
- First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Hailang Yang
- First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xiaoqiang Liu
- First Affiliated Hospital of Nanchang University, Nanchang, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Wen Deng
- First Affiliated Hospital of Nanchang University, Nanchang, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Bin Fu
- First Affiliated Hospital of Nanchang University, Nanchang, China
- Jiangxi Institute of Urology, Nanchang, China
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Kim H, Roh TH, Lee JS, Kim MS, Kim BK. Metastatic papillary renal cell carcinoma with portal vein tumor thrombosis confirmed on blind liver biopsy. JOURNAL OF LIVER CANCER 2024; 24:113-117. [PMID: 38017367 PMCID: PMC10990669 DOI: 10.17998/jlc.2023.11.05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 10/24/2023] [Accepted: 11/05/2023] [Indexed: 11/30/2023]
Abstract
Portal vein tumor thrombosis (PVTT) is an uncommon condition in which tumor cells expand into the vessels, causing blood clot formation in the portal vein. PVTT is mainly associated with hepatocellular carcinoma, leading to an unfavorable prognosis; however, it can also develop in patients with other cancer types. Herein, we report a case of metastatic renal cell carcinoma diagnosed by a blind liver biopsy in a patient with dynamic computed tomography-confirmed portal vein thrombosis and cholangiopathy. This case illustrates the importance of systematic surveillance with routine laboratory tests and contrast-enhanced imaging studies on patients with cancer to detect potential liver infiltration of metastatic cancer.
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Affiliation(s)
- Hun Kim
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Tae Hoon Roh
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Jun Seop Lee
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Min Seong Kim
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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38
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Liu S. Bioinformatics analysis identifies GLUD1 as a prognostic indicator for clear cell renal cell carcinoma. Eur J Med Res 2024; 29:70. [PMID: 38245763 PMCID: PMC10799526 DOI: 10.1186/s40001-024-01649-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 01/08/2024] [Indexed: 01/22/2024] Open
Abstract
BACKGROUND Renal cell carcinoma (RCC) is a common primary tumor of the kidney and is divided into three major subtypes, of which clear cell renal cell carcinoma (ccRCC) has the highest incidence. Glutamate dehydrogenase 1 (GLUD1) encodes glutamate dehydrogenase 1, which catalyzes the oxidative deamination of glutamate. METHODS We analyzed TCGA data using R language software and used multiple online databases to explore the relationship of GLUD1 with signaling pathways and drug sensitivity as well as GLUD1 protein expression and methylation. RESULTS The results showed that GLUD1 mRNA expression was reduced in tumor tissues and correlated with the progression of ccRCC. Univariate and multivariate Cox analysis showed that GLUD1 could be used as a prognostic marker for ccRCC. GLUD1 expression in ccRCC was associated with immune cells infiltration and multiple classical signaling pathways. In addition, GLUD1 mRNA expression was related to drug sensitivity. CONCLUSIONS These findings provide new ideas for finding new prognostic molecular markers and therapeutic targets for ccRCC.
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Affiliation(s)
- Shuang Liu
- Department of Clinical Laboratory, Institute of Translational Medicine, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, People's Republic of China.
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Wu C, Cai X, He C. The Expression and Prognostic Value of Co-stimulatory Molecules in Clear Cell Renal Cell Carcinoma (CcRcc). Comb Chem High Throughput Screen 2024; 27:335-345. [PMID: 37171001 DOI: 10.2174/1386207326666230511153724] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 02/15/2023] [Accepted: 03/08/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Renal cell carcinoma (RCC) was one of the most common malignant cancers in the urinary system. Clear cell carcinoma (ccRCC) is the most common pathological type, accounting for approximately 80% of RCC. The lack of accurate and effective prognosis prediction methods has been a weak link in ccRCC treatment. Co-stimulatory molecules played the main role in increasing anti-tumor immune response, which determined the prognosis of patients. Therefore, the main objective of the present study was to explore the prognostic value of co-stimulatory molecules genes in ccRCC patients. METHODS The TCGA database was used to get gene expression and clinical characteristics of patients with ccRCC. A total of 60 co-stimulatory molecule genes were also obtained from TCGAccRCC, including 13 genes of the B7/ CD28 co-stimulatory molecules family and 47 genes of the TNF family. In the TCGA cohort, the least absolute shrinkage and selection operator (LASSO) Cox regression model was used to generate a multigene signature. R and Perl programming languages were used for data processing and drawing. Real-time PCR was used to verify the expression of differentially expressed genes. RESULTS The study's initial dataset included 539 ccRCC samples and 72 normal samples. The 13 samples have been eliminated. According to FDR<0.05, there were differences in the expression of 55 co-stimulatory molecule genes in ccRCC and normal tissues. LASSO Cox regression analysis results indicated that 13 risk genes were optimally used to construct a prognostic model of ccRCC. The patients were divided into a high-risk group and a low-risk group. Those in the high-risk group had significantly lower OS (Overall Survival rate) than patients in the low-risk group. Receiver operating characteristic (ROC) curve analysis confirmed the predictive value of the prognosis model of ccRCC (AUC>0.7). There are substantial differences in immune cell infiltration between high and low-risk groups. Functional analysis revealed that immune-related pathways were enriched, and immune status was different between the two risk groups. Real-time PCR results for genes were consistent with TCGA DEGs. CONCLUSION By stratifying patients with all independent risk factors, the prognostic score model developed in this study may improve the accuracy of prognosis prediction for patients with ccRCC.
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Affiliation(s)
- Chengjiang Wu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Xiaojie Cai
- Department of Radiology, Affiliated Changshu Hospital of Soochow University, First People's Hospital of Changshu City, Suzhou, China
| | - Chunyan He
- Department of Clinical Laboratory, Kunshan Hospital of Chinese Medicine Kunshan, Jiangsu, China
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40
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Xu Z, Wu Y, Zhao G, Jin B, Jiang P. A novel DNA methylation signature revealed GDF6 and RCC1 as potential prognostic biomarkers correlated with cell proliferation in clear cell renal cell carcinoma. Mol Biol Rep 2023; 51:16. [PMID: 38087057 DOI: 10.1007/s11033-023-09003-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/02/2023] [Indexed: 12/18/2023]
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) accounts for the majority (80%-90%) of renal cell carcinoma (RCC) patients at the time of diagnosis, and approximately 15% of ccRCC patients will develop distant metastasis or recurrence during their lifetime. Increasing number of studies have revealed that the aberrant DNA methylations is closely correlated with the tumorigenesis in ccRCC. RESULTS In this study, we utilized a LASSO (least absolute shrinkage and selection operator) model to identify a combination of 13 probes-based DNA methylation signature that associated with the progression-free survival (PFS) of ccRCC patients. First, differentially methylated regions (CpGs) related to PFS and phenotypes were identified. Next, prognostic DNA methylation probes were selected from the differentially methylated probes (DMPs) and calculated risk scores to stratify patients with ccRCC. The performance of this signature was validated in an independent testing set using various analyses, including Kaplan-Meier analysis for PFS and receiver operating characteristic (ROC) curve analysis. Based on our 13-DNA methylation probes signature, ccRCC patients were successfully stratified into high- and low-risk groups. Combining DNA methylation signature with clinical variables such as T stage, M stage and tumor grade could further improve the accuracy of prediction. Moreover, we highlight two molecular biomarkers (RCC1 and GDF6) corresponding to our probes. Invitro experiments showed that knockdown of RCC1 or GDF6 in ccRCC cell lines reduced cell proliferation, which indicated that both biomarkers are associated with tumorigenesis. CONCLUSIONS The 13-probes-based DNA methylation signature has the potential to serve as an independent tool for survival outcome improvement and treatment strategy selection for ccRCC patients. In addition, our findings suggest that RCC1 and GDF6 may serve as promising markers for ccRCC.
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Affiliation(s)
- Zhijie Xu
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
- Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, 31003, Zhejiang, China
| | - Yunfei Wu
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
- Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, 31003, Zhejiang, China
| | - Guanan Zhao
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
- Department of Urology, Lishui People's Hospital, Lishui, 323050, Zhejiang, China
| | - Baiye Jin
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China
- Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, 31003, Zhejiang, China
| | - Peng Jiang
- Department of Urology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310003, Zhejiang, China.
- Zhejiang Engineering Research Center for Bladder Tumor Innovation Diagnosis and Treatment, Hangzhou, 31003, Zhejiang, China.
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Qi X, Ge Y, Yang A, Liu Y, Wang Q, Wu G. Potential value of mitochondrial regulatory pathways in the clinical application of clear cell renal cell carcinoma: a machine learning-based study. J Cancer Res Clin Oncol 2023; 149:17015-17026. [PMID: 37749329 PMCID: PMC10657316 DOI: 10.1007/s00432-023-05393-8] [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: 07/25/2023] [Accepted: 09/01/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Renal clear cell carcinoma (RCC) is a common cancer in urinary system with increasing incidence. At present, targeted therapy and immunotherapy are the main therapeutic programs in clinical therapy. To develop novel drugs and provide new ideas for clinical therapy, the identification of potential ccRCC subtypes and potential target genes or pathways has become a current research focus. AIM The aim of this study was to explore the underlying mechanisms of mitochondrial function in ccRCC. This regulatory pathway is closely related to tumor development and metastasis in ccRCC patients, and their abnormal changes may affect the prognosis of cancer patients. Therefore, we decided to construct a prognostic model of ccRCC patients based on mitochondrial regulatory genes, aiming to provide new methods and ideas for clinical therapy. RESULT The 5-year survival prediction model based on iterative LASSO reached 0.746, and the cox model based on coxph reached C-index = 0.77, integrated c/D AUC = 0.61, and integrated brier score = 0.14. The rsf model based on randomForestSRC was built with C-index = 0.82, integrated c/D AUC = 0.69, and integrated brier score = 0.11. The results show that mitochondrial regulatory pathway is a potential target pathway for clinical therapy of ccRCC, which can provide guidelines for clinical targeted therapy, immunotherapy and other first-line therapy.
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Affiliation(s)
- Xiaochen Qi
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China
| | - Yangyang Ge
- Department of Anesthesiology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China
| | - Ao Yang
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China
| | - Yuanxin Liu
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China
| | - Qifei Wang
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China.
| | - Guangzhen Wu
- Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China.
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Tamang OY, Dahal P, Paudel S, Upadhyaya RP, Dawadi K, Shrestha A, Parajuli S. Von Hippel Lindau Disease with central nervous system and multiple visceral manifestations: A case report. Radiol Case Rep 2023; 18:4357-4362. [PMID: 37823048 PMCID: PMC10562168 DOI: 10.1016/j.radcr.2023.09.009] [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: 08/15/2023] [Revised: 08/30/2023] [Accepted: 09/01/2023] [Indexed: 10/13/2023] Open
Abstract
Von Hippel-Lindau (VHL) disease is an autosomal-dominant syndrome caused by mutations in the VHL gene, located on the short arm of chromosome 3. Patients with VHL are likely to manifest with a spectrum of multiple benign and malignant tumors involving various organ systems. We present a case of a 28-year-old female without a remarkable family history who presented with complaints of hematuria and abdominal discomfort. Initial laboratory investigations confirmed hematuria. Subsequent abdominal computed tomography scan revealed heterogeneous enhancing solid mass in bilateral kidneys, avidly enhancing mass in the right adrenal gland, bilateral simple renal cortical cysts, and a pancreatic cyst. With a provisional diagnosis of VHL disease, an MRI of the brain and spine was performed, which showed the presence of a cerebellar hemangioblastoma. Her catecholamine and vanillylmandelic acid levels were in the normal range not in line with pheochromocytoma. The patient then underwent bilateral partial renal nephrectomy and right adrenalectomy. Histopathologic examination reported clear renal cell carcinoma and pheochromocytoma of the right adrenal gland mass. Molecular genetic testing confirmed the presence of VHL disease.
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Affiliation(s)
- Ongden Yonjen Tamang
- Department of Radiology and Imaging, Grande International Hospital, Kathmandu, Nepal
| | - Prajwal Dahal
- Department of Radiology and Imaging, Grande International Hospital, Kathmandu, Nepal
| | - Sharma Paudel
- Department of Radiology and Imaging, Tribhuvan University Teaching Hospital and Grande International Hospital, Kathmandu, Nepal
| | | | - Kapil Dawadi
- Department of Radiology and Imaging, Grande International Hospital, Kathmandu, Nepal
| | - Ashish Shrestha
- Department of Radiology and Imaging, Grande International Hospital, Kathmandu, Nepal
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Carvalho LB, Jorge S, López-Fernández H, Lodeiro C, Dhir R, Campos Pinheiro L, Medeiros M, Santos HM, Capelo JL. Proteomic analysis of chromophobe renal cell carcinoma and benign renal oncocytoma biopsies reveals shared metabolic dysregulation. Clin Proteomics 2023; 20:54. [PMID: 38017382 PMCID: PMC10683195 DOI: 10.1186/s12014-023-09443-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 11/07/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND This study investigates the proteomic landscapes of chromophobe renal cell carcinoma (chRCC) and renal oncocytomas (RO), two subtypes of renal cell carcinoma that together account for approximately 10% of all renal tumors. Despite their histological similarities and shared origins, chRCC is a malignant tumor necessitating aggressive intervention, while RO, a benign growth, is often subject to overtreatment due to difficulties in accurate differentiation. METHODS We conducted a label-free quantitative proteomic analysis on solid biopsies of chRCC (n = 5), RO (n = 5), and normal adjacent tissue (NAT, n = 5). The quantitative analysis was carried out by comparing protein abundances between tumor and NAT specimens. Our analysis identified a total of 1610 proteins across all samples, with 1379 (85.7%) of these proteins quantified in at least seven out of ten LC‒MS/MS runs for one renal tissue type (chRCC, RO, or NAT). RESULTS Our findings revealed significant similarities in the dysregulation of key metabolic pathways, including carbohydrate, lipid, and amino acid metabolism, in both chRCC and RO. Compared to NAT, both chRCC and RO showed a marked downregulation in gluconeogenesis proteins, but a significant upregulation of proteins integral to the citrate cycle. Interestingly, we observed a distinct divergence in the oxidative phosphorylation pathway, with RO showing a significant increase in the number and degree of alterations in proteins, surpassing that observed in chRCC. CONCLUSIONS This study underscores the value of integrating high-resolution mass spectrometry protein quantification to effectively characterize and differentiate the proteomic landscapes of solid tumor biopsies diagnosed as chRCC and RO. The insights gained from this research offer valuable information for enhancing our understanding of these conditions and may aid in the development of improved diagnostic and therapeutic strategies.
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Affiliation(s)
- Luis B Carvalho
- BIOSCOPE Research Group, LAQV-REQUIMTE, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, 2829-516, Caparica, Portugal
- PROTEOMASS Scientific Society, Departamental Building, FCT-NOVA, Caparica Campus, 2829-516, Caparica, Portugal
| | - Susana Jorge
- BIOSCOPE Research Group, LAQV-REQUIMTE, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, 2829-516, Caparica, Portugal
- PROTEOMASS Scientific Society, Departamental Building, FCT-NOVA, Caparica Campus, 2829-516, Caparica, Portugal
| | - Hugo López-Fernández
- CINBIO, Department of Computer Science, ESEI-Escuela Superior de Ingeniería Informática, Universidade de Vigo, 32004, Ourense, Spain
- SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, 36213, Vigo, Spain
| | - Carlos Lodeiro
- BIOSCOPE Research Group, LAQV-REQUIMTE, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, 2829-516, Caparica, Portugal
- PROTEOMASS Scientific Society, Departamental Building, FCT-NOVA, Caparica Campus, 2829-516, Caparica, Portugal
| | - Rajiv Dhir
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Luis Campos Pinheiro
- Urology Department, Central Lisbon Hospital Center, Lisbon, Portugal
- NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
| | - Mariana Medeiros
- Urology Department, Central Lisbon Hospital Center, Lisbon, Portugal
- NOVA Medical School, NOVA University of Lisbon, Lisbon, Portugal
| | - Hugo M Santos
- BIOSCOPE Research Group, LAQV-REQUIMTE, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, 2829-516, Caparica, Portugal
- PROTEOMASS Scientific Society, Departamental Building, FCT-NOVA, Caparica Campus, 2829-516, Caparica, Portugal
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - José L Capelo
- BIOSCOPE Research Group, LAQV-REQUIMTE, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, 2829-516, Caparica, Portugal.
- PROTEOMASS Scientific Society, Departamental Building, FCT-NOVA, Caparica Campus, 2829-516, Caparica, Portugal.
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Zheng J, Liu Y, Wei K, Shi J, Li L, Jiang X, Tao L. Identification of Crotonylation Metabolism Signature Predicting Overall Survival for Clear Cell Renal Cell Carcinoma. Int J Clin Pract 2023; 2023:5558034. [PMID: 38058677 PMCID: PMC10697778 DOI: 10.1155/2023/5558034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 10/24/2023] [Accepted: 11/10/2023] [Indexed: 12/08/2023] Open
Abstract
Background Immunotherapy shows promise in treating cancer by leveraging the immune system to combat cancer cells. However, the influence of crotonylation metabolism on the prognosis and tumor environment in ccRCC patients is not fully understood. Methods We conducted various systematic analyses, including prognosis and cluster analyses, to investigate the role of KAT2A in immunotherapy. We used qRT-PCR to compare KAT2A expression in cancer and adjacent tissues and among different cell lines. Additionally, we employed Cell Counting Kit-8, wound healing, and Transwell chamber assays to assess changes in the proliferative and metastatic ability of A498 and 786-O cells. Results We identified three clusters related to crotonylation metabolism, each with distinct prognosis and immune characteristics in ccRCC. We categorized CT1 as immune-inflamed, CT2 as immune-excluded, and CR3 as immune-desert. A new system, CRS, emerged as an effective predictor of patient outcomes with differing immune characteristics. Moreover, qRT-PCR revealed elevated KAT2A levels in ccRCC tissues and cell lines. KAT2A was found to promote ccRCC and correlate significantly with immunosuppressive elements and checkpoints. Reducing KAT2A expression hindered ccRCC cell growth and metastasis. Conclusion Our study highlights the critical role of crotonylation metabolism in cancer development and progression, particularly its link to poor prognosis. CRS proves to be an accurate predictor of patient outcomes and immune features in ccRCC. KAT2A shows strong associations with clinical factors and the immunosuppressive environment, suggesting potential for innovative immunotherapies in ccRCC treatment.
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Affiliation(s)
- Jie Zheng
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
| | - Yingqing Liu
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
| | - Kai Wei
- Department of Urology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215004, China
| | - Jiewu Shi
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
| | - Lin Li
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
| | - Xuefeng Jiang
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
| | - Lingsong Tao
- Department of Urology, Wuhu Hospital Affiliated to East China Normal University, Wuhu 241000, Anhui, China
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Elkady N, Aldesoky AI, Dawoud MM. Evaluation of ARK5 and SIRT3 expression in renal cell carcinoma and their clinical significance. Diagn Pathol 2023; 18:125. [PMID: 37996927 PMCID: PMC10666306 DOI: 10.1186/s13000-023-01409-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 10/26/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Globally Renal Cell Carcinoma (RCC) represents 3% of malignant tumours in adults and 1.78% in Egypt. AMPK-related protein kinase 5 (ARK5) is mainly associated with a hypoxic microenvironment which is a feature of the major RCC subtypes. Additionally, it displays decreased mitochondrial respiration. SIRT3 is a mitochondrial deacetylase that modifies multiple mitochondrial proteins. MATERIAL AND METHODS Fifty eight cases of RCC, and 30 non-neoplastic cases (of End-Stage Kidney Disease (ESKD) were subjected to immunohistochemistry by ARK5 and SIRT3. The results of IHC were correlated together and correlated with the available clinicopathologic and survival data. RESULTS Although no significant difference was detected between RCC and ESKD groups regarding ARK5 expression, there was a significant association with RCC regarding H-score and nucleocytoplasmic expression (both P = 0.001). Also, SIRT3 was highly expressed in RCC in comparison to the ESKD group (H-score: P = 0.001). There were significant associations between nucleocytoplasmic ARK5 expression and higher tumour grade, low apoptotic and high mitotic indices, tumour extent, advanced tumour stage, and impaired response of tumours to chemotherapeutic drugs (P = 0.039, P = 0.001, P = 0.027, P = 0.011, P = 0.009, and P = 0.014 respectively). Moreover, the H score of ARK5 expression showed significant associations with tumour grade, apoptotic and mitotic indices, tumour extension, tumour stage, and response to therapy (P = 0.01, 0.035, 0.001, 0.004. 0.003 and 0.013). Regarding SIRT3 expression, it showed significant associations with apoptotic and mitotic indices, tumour extent, tumour stage and response to therapy (P = 0.022, 0.02, 0.042, 0.039 and 0.027). Interestingly, there was a highly significant correlation between the expression of ARK5 and SIRT3 (P = 0.009). Univariate survival analysis revealed a significant association between short survival duration and both nucleocytoplasmic expression of ARK5 and positive SIRT3 expression (P = 0.014 and 0.035). CONCLUSION ARK5 and SIRT3 are overexpressed in RCC and associated with parameters of poor prognosis as well as short survival. Both seem to influence response to therapy in RCC. So, they could be new targets for therapy that may improve tumour response and patients' survival. There is a postulated relationship that needs more extensive investigation.
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Affiliation(s)
- Noha Elkady
- Pathology Department, Faculty of Medicine, Menoufia University, Shibin El Kom, Menoufia, 32511, Egypt
| | - Amira I Aldesoky
- Clinical Oncology and Nuclear Medicine Department, Faculty of Medicine, Menoufia University, Shibin El Kom, Menoufia, Egypt
| | - Marwa Mohammed Dawoud
- Pathology Department, Faculty of Medicine, Menoufia University, Shibin El Kom, Menoufia, 32511, Egypt.
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Zhang X, Zhang M, Song L, Wang S, Wei X, Shao W, Song N. Leveraging diverse cell-death patterns to predict the prognosis, immunotherapy and drug sensitivity of clear cell renal cell carcinoma. Sci Rep 2023; 13:20266. [PMID: 37985807 PMCID: PMC10662159 DOI: 10.1038/s41598-023-46577-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) poses clinical challenges due to its varied prognosis, tumor microenvironment attributes, and responses to immunotherapy. We established a novel Programmed Cell Death-related Signature (PRS) for ccRCC assessment, derived through the Least Absolute Shrinkage and Selection Operator (LASSO) regression method. We validated PRS using the E-MTAB-1980 dataset and created PCD-related clusters via non-negative matrix factorization (NMF). Our investigation included an in-depth analysis of immune infiltration scores using various algorithms. Additionally, we integrated data from the Cancer Immunome Atlas (TCIA) for ccRCC immunotherapy insights and leveraged the Genomics of Drug Sensitivity in Cancer (GDSC) database to assess drug sensitivity models. We complemented our findings with single-cell sequencing data and employed the Clinical Proteomic Tumor Analysis Consortium (CPTAC) and qRT-PCR to compare gene expression profiles between cancerous and paracancerous tissues. PRS serves as a valuable tool for prognostication, immune characterization, tumor mutation burden estimation, immunotherapy response prediction, and drug sensitivity assessment in ccRCC. We identify five genes with significant roles in cancer promotion and three genes with cancer-suppressive properties, further validated by qRT-PCR and CPTAC analyses, showcasing gene expression differences in ccRCC tissues. Our study introduces an innovative PCD model that amalgamates diverse cell death patterns to provide accurate predictions for clinical outcomes, mutational profiles, and immune characteristics in ccRCC. Our findings hold promise for advancing personalized treatment strategies in ccRCC patients.
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Affiliation(s)
- Xi Zhang
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Mingcong Zhang
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Lebin Song
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Shuai Wang
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Xiyi Wei
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Wenchuan Shao
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Ninghong Song
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China.
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Stenzel PJ, Schindeldecker M, Seidmann L, Herpel E, Hohenfellner M, Hatiboglu G, Foersch S, Porubsky S, Macher-Goeppinger S, Roth W, Tagscherer KE. CD15 Is a Risk Predictor and a Novel Target in Clear Cell Renal Cell Carcinoma. Pathobiology 2023; 91:219-229. [PMID: 37963432 PMCID: PMC11151972 DOI: 10.1159/000535201] [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: 07/22/2023] [Accepted: 11/09/2023] [Indexed: 11/16/2023] Open
Abstract
INTRODUCTION Tumor cells use adhesion molecules like CD15 or sialylCD15 (sCD15) for metastatic spreading. We analyzed the expression of CD15 and sCD15 in clear cell renal cell carcinoma (ccRCC) regarding prognosis. METHODS A tissue microarray containing tissue specimens of 763 patients with ccRCC was immunohistochemically stained for CD15 and sCD15, their expression quantified using digital image analysis, and the impact on patients' survival analyzed. The cell lines 769p and 786o were stimulated with CD15 or control antibody in vitro and the effects on pathways activating AP-1 and tumor cell migration were examined. RESULTS ccRCC showed a broad range of CD15 and sCD15 expression. A high CD15 expression was significantly associated with favorable outcome (p < 0.01) and low-grade tumor differentiation (p < 0.001), whereas sCD15 had no significant prognostic value. Tumors with synchronous distant metastasis had a significantly lower CD15 expression compared to tumors without any (p < 0.001) or with metachronous metastasis (p < 0.01). Tumor cell migration was significantly reduced after CD15 stimulation in vitro, but there were no major effects on the activating pathways of AP-1. CONCLUSION CD15, but not sCD15, qualifies as a biomarker for risk stratification and as an interesting novel target in ccRCC. Moreover, the data indicate a contribution of CD15 to metachronous metastasis. Further research is warranted to decipher the intracellular pathways of CD15 signaling in ccRCC in order to characterize the CD15 effects on ccRCC more precisely.
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Affiliation(s)
| | - Mario Schindeldecker
- Institute of Pathology, University Medical Center Mainz, Mainz, Germany
- Tissue Biobank, University Medical Center Mainz, Mainz, Germany
| | - Larissa Seidmann
- Institute of Pathology, University Medical Center Mainz, Mainz, Germany
| | - Esther Herpel
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Tissue Bank of the National Center for Tumor Diseases, Heidelberg, Germany
| | | | - Gencay Hatiboglu
- Department of Urology, University Hospital Heidelberg, Heidelberg, Germany
- Department of Urology, SLK-Kliniken Heilbronn GmbH, Heilbronn, Germany
| | - Sebastian Foersch
- Institute of Pathology, University Medical Center Mainz, Mainz, Germany
| | - Stefan Porubsky
- Institute of Pathology, University Medical Center Mainz, Mainz, Germany
| | | | - Wilfried Roth
- Institute of Pathology, University Medical Center Mainz, Mainz, Germany
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48
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Pavithran M S, Lukose J, Barik BK, Periasami A, Kartha VB, Chawla A, Chidangil S. Laser induced fluorescence spectroscopy analysis of kidney tissues: A pilot study for the identification of renal cell carcinoma. JOURNAL OF BIOPHOTONICS 2023; 16:e202300021. [PMID: 37589180 DOI: 10.1002/jbio.202300021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 07/31/2023] [Accepted: 08/15/2023] [Indexed: 08/18/2023]
Abstract
The 325 nm-excited autofluorescence spectra from cancerous and normal renal tissues were collected ex vivo biopsy tissue samples, through an optical fiber probe-based system. Noticeable changes in intensity/wavelength were observed in the fluorescence emissions from endogenous fluorophores such as collagen, Nicotinamide adenine dinucleotide (NADH), Vitamin A (retinol), and flavin adenine dinucleotide, in pathological conditions with respect to the normal state. The energy metabolism involved in clear cell renal cell carcinoma (ccRCC) and chromophobe renal cell carcinoma (chRCC) are reflected in the fluorescence emission band at 445 nm due to bound NADH attributed to enhanced oxidative phosphorylation in chRCC and emission at 465 nm contributed by free NADH showing higher glycolytic action in ccRCC. The principal component analysis and one-way ANOVA effectively discriminate ccRCC from chRCC. It is shown that laser induced fluorescence technique with 325 nm excitation can be a suitable technique for optical pathology and in vivo surgical boundary demarcation in renal cell carcinoma.
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Affiliation(s)
- Sanoop Pavithran M
- Centre of Excellence for Biophotonics, Department of Atomic and Molecular Physics, Manipal Academy of Higher Education, Manipal, India
| | - Jijo Lukose
- Centre of Excellence for Biophotonics, Department of Atomic and Molecular Physics, Manipal Academy of Higher Education, Manipal, India
| | - Bijay Kumar Barik
- Department of Biochemistry, Cell Biology and Genetics, College Medicine, American University of Antigua, Cell Biology and Genetics, American University of Antigua, College of Medicine, St. John's, Antigua and Barbuda
| | - Ammasi Periasami
- W.M. Keck Center for Cellular Imaging (KCCI), Biology, University of Virginia, Charlottesville, Virginia, USA
| | - V B Kartha
- Centre of Excellence for Biophotonics, Department of Atomic and Molecular Physics, Manipal Academy of Higher Education, Manipal, India
| | - Arun Chawla
- Department of Urology, Kasturba Medical College Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Santhosh Chidangil
- Centre of Excellence for Biophotonics, Department of Atomic and Molecular Physics, Manipal Academy of Higher Education, Manipal, India
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Campi R, Rebez G, Klatte T, Roussel E, Ouizad I, Ingels A, Pavan N, Kara O, Erdem S, Bertolo R, Capitanio U, Mir MC. Effect of smoking, hypertension and lifestyle factors on kidney cancer - perspectives for prevention and screening programmes. Nat Rev Urol 2023; 20:669-681. [PMID: 37328546 DOI: 10.1038/s41585-023-00781-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2023] [Indexed: 06/18/2023]
Abstract
Renal cell carcinoma (RCC) incidence has doubled over the past few decades. However, death rates have remained stable as the number of incidental renal mass diagnoses peaked. RCC has been recognized as a European health care issue, but to date, no screening programmes have been introduced. Well-known modifiable risk factors for RCC are smoking, obesity and hypertension. A direct association between cigarette consumption and increased RCC incidence and RCC-related death has been reported, but the underlying mechanistic pathways for this association are still unclear. Obesity is associated with an increased risk of RCC, but interestingly, improved survival outcomes have been reported in obese patients, a phenomenon known as the obesity paradox. Data on the association between other modifiable risk factors such as diet, dyslipidaemia and physical activity with RCC incidence are conflicting, and potential mechanisms underlying these associations remain to be elucidated.
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Affiliation(s)
- Riccardo Campi
- Department of Urology, University of Florence, Careggi Hospital, Florence, Italy
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
| | - Giacomo Rebez
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Cattinara Hospital, University of Trieste, Trieste, Italy
| | - Tobias Klatte
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Royal Bournemouth Hospital, Bournemouth, UK
| | - Eduard Roussel
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, KU Leuven, Leuven, Belgium
| | - Idir Ouizad
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Bichat-Claude Bernard Hospital, Paris, France
| | - Alexander Ingels
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Henri Mondor Hospital, Créteil, France
| | - Nicola Pavan
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Cattinara Hospital, University of Trieste, Trieste, Italy
| | - Onder Kara
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Faculty of Medicine, Kocaeli University, İzmit, Turkey
| | - Selcuk Erdem
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, Istanbul University, Istanbul, Turkey
| | - Riccardo Bertolo
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Urology Unit, Department of Surgery, Tor Vergata University of Rome, Rome, Italy
| | - Umberto Capitanio
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands
- Department of Urology, San Raffaele Scientific Institute, Milan, Italy
- Division of Experimental Oncology/Unit of Urology, IRCCS San Raffaele Hospital, Milan, Italy
| | - Maria Carmen Mir
- Young Academic Urologists (YAU) Renal Cancer Working Group, Arnhem, Netherlands.
- Department of Urology, Hospital Universitario La Ribera, Valencia, Spain.
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50
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Li X, Li M, Zhao T, Zhang J. The discovery of promising candidate biomarkers in kidney renal clear cell carcinoma: evidence from the in-depth analysis of high-throughput data. Am J Cancer Res 2023; 13:4288-4304. [PMID: 37818073 PMCID: PMC10560940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/11/2023] [Indexed: 10/12/2023] Open
Abstract
Kidney renal clear cell carcinoma (KIRC) is the most prevalent subtype of renal tumor. The underlying mechanisms governing KIRC initiation and progression are less known. The present study aimed to reveal novel hub genes associated with the initiation and progression of KIRC, which may be utilized as novel molecular biomarkers and therapeutic targets for the treatment of KIRC. The GSE6344 dataset from the Gene Expression Omnibus (GEO) database was integrated to identify differentially expressed genes (DEGs) using the limma package. Then, hub genes were identified and UALCAN, GEPIA, OncoDB, DriverDBv3, GENT2, and HPA databases were employed for the expression, survival, and methylation analyses. cBioPortal tool was used to investigate the genetic alterations, while CancerSEA, TIMER, DAVID, ENCORI, DrugBank, and GSCAlite were utilized to explore a few more hub gene-associated parameters. Finally, targeted bisulfite sequencing (bisulfite-seq), and RT-qPCR techniques were used to validate the expression and methylation level of the hub genes using Human RCC cell line 786-O, A-498, and normal renal tubular epithelial cell line HK-2. In total, 7299 DEGs were found between KIRC and normal samples in the GSE6344 dataset. Using STRING and Cytohubba analysis, four hub genes including VEGFA (vascular endothelial growth factor), ALB (Albumin), ENO2 (enolase 2), and CAVI1 (Caveolin 1) were selected as the hub genes. Further, it was validated through extensive analysis of TCGA datasets that these VEGA, ENO2, and CAV1 hub genes were significantly up-regulated, while ALB was significantly down-regulated in KIRC samples compared to controls. The dysregulation of these genes was found to be associated with the overall survival (OS) of the KIRC patients. Moreover, this study also revealed some novel links between VEGA, ALB, ENO2, and CAV1 expression and genetic alterations, promoter methylation status, immune cell infiltration, miRNAs, gene enrichment terms, and various chemotherapeutic drugs. The present study revealed a panel of four hub genes, which contributed to improving our understanding of the underlying molecular mechanisms of KIRC development and can be utilized as promising novel biomarkers for KIRC diagnosis, prognosis, and treatment.
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Affiliation(s)
- Xue Li
- Central People's Hospital of Zhanjiang Zhanjiang, Guangdong, China
| | - Mingfeng Li
- Central People's Hospital of Zhanjiang Zhanjiang, Guangdong, China
| | - Tianyu Zhao
- Central People's Hospital of Zhanjiang Zhanjiang, Guangdong, China
| | - Jingyu Zhang
- Central People's Hospital of Zhanjiang Zhanjiang, Guangdong, China
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