1
|
Li L, Bu X, Wang S, Liu Y, Chen C, Zhang W, Zhao P. Response Gene to Complement 32 is associated with poor patient survival and an inflamed tumor-immune microenvironment in clear cell renal cell carcinoma. Transl Oncol 2024; 52:102248. [PMID: 39709718 DOI: 10.1016/j.tranon.2024.102248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 11/13/2024] [Accepted: 12/15/2024] [Indexed: 12/24/2024] Open
Abstract
It has been well established that tumor-infiltrating lymphocytes (TILs) play a critical role in the pathogenesis and progression of clear cell renal cell carcinoma (ccRCC). However, the mechanism on the interactions between TILs and tumor cells in the tumor-immune microenvironment remains unclear. In the present study, the expression of Response Gene to Complement 32 (RGC-32) was evaluated using immunohistochemistry. We analyzed the associations of RGC-32 expression with patient characteristics and survival. We also assessed TILs and their subsets (CD3+, CD4+, CD8+ and PD-1+) in the tumor nest. The level of RGC-32 expression was positively correlated with ISUP grade and Ki67 expression and was an independent poor prognosis factor of patients with ccRCC. RGC-32 expression was negatively correlated with the infiltration of TIL and CD3+T cells, but positively correlated with infiltration of PD-1+cells. In vitro studies showed that RGC-32 expression in renal cancer cells was downregulated by activated immune cells. Further investigation revealed that RGC-32 expression in renal cancer cells was inhibited by TNF-α and IL-1β secreted by activated immune cells. Collectively, these data indicate that RGC-32 could be a novel prognostic and druggable target related to the tumor-immune microenvironment in renal cancer.
Collapse
Affiliation(s)
- Lingling Li
- School of Basic Medicine, Shandong Second Medical University, Weifang, China
| | - Xiaocui Bu
- The Affiliated Cardiovascular Hospital of Qingdao University, Qingdao, China
| | - Shuhui Wang
- Clinical laboratory, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qingdao, China
| | - Yan Liu
- Department of Pathology, The 971 Hospital of People's Liberation Army Navy, Qingdao, China
| | - Chongdao Chen
- Department of Pathology, The 971 Hospital of People's Liberation Army Navy, Qingdao, China
| | - Wei Zhang
- Department of Pathology, The 971 Hospital of People's Liberation Army Navy, Qingdao, China.
| | - Peng Zhao
- Biotherapy Center, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qingdao, China.
| |
Collapse
|
2
|
Yin L, Mao L, Yin R, Lv C, Shi X, Yue C, Chen Y, Lu C, Wu Z, Xu K, Cao W. ACE Loss Drives Renal Cell Carcinoma Growth and Invasion by Modulating AKT-FOXO1. Biologics 2024; 18:397-412. [PMID: 39717370 PMCID: PMC11665188 DOI: 10.2147/btt.s485178] [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: 08/22/2024] [Accepted: 12/12/2024] [Indexed: 12/25/2024]
Abstract
Purpose Emerging literature links the role of the renin-angiotensin-aldosterone system (RAAS) to the progression of cancers. However, the function of RAAS has not been verified in Clear-cell renal cell carcinoma (ccRCC). Methods ACE expression in ccRCC tissues was determined using RT-PCR, Western blot, and immunohistochemistry staining. The clinical significance of ACE was evaluated through Cox regression analysis. To assess the impact of ACE expression on ccRCC cell growth, metastasis, and glucose activity, CCK-8 assays, transwell assays, Seahorse detection, and xenograft models were utilized. The mechanisms of ACE and its upstream and downstream regulatory factors were investigated using RNA-seq, chromatin immunoprecipitation (ChIP), and luciferase reporter assays. Results RAAS-related gene Angiotensin-Converting Enzyme (ACE) was significantly under expressed in ccRCC cells and tissues. High ACE expression was positively associated with a favorable prognosis in ccRCC patients. Functional studies showed that ACE overexpression suppressed ccRCC cell line OS-RC-2 and A498 growth, metastasis, and glycolysis activities, while its knockdown had the opposite effect. Mechanistically, ACE inhibited ccRCC progression and epithelial-mesenchymal transition (EMT) by disrupting the AKT-FOXO1 signaling pathway. Furthermore, we provide evidence that ACE could enhance everolimus (approved agent for ccRCC) antitumor effect and ACE expression is transcriptionally regulated by ZBTB26. Conclusion Our findings investigated the roles and mechanisms of ACE in ccRCC. ACE inhibits the growth and metastasis of ccRCC cells in vitro and in vivo by promoting FOXO1 expression, which is the downstream target of PI3K-AKT pathway. Thus, this research suggests that ACE may be a promising target for new therapeutic strategy in ccRCC.
Collapse
Affiliation(s)
- Lei Yin
- Department of Urology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, 200438, People’s Republic of China
- Department of Urology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, People’s Republic of China
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201999, People’s Republic of China
| | - Lixin Mao
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Rui Yin
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, 250012, People’s Republic of China
| | - Chengxun Lv
- Department of Urology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, 200438, People’s Republic of China
| | - Xiaokai Shi
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Chuang Yue
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Yin Chen
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Chao Lu
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Zonglin Wu
- Department of Urology, Shidong Hospital, Yangpu District, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, 200438, People’s Republic of China
| | - Kai Xu
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| | - Wei Cao
- Department of Urology, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou, 213000, People’s Republic of China
| |
Collapse
|
3
|
Wang Y, Wang W, Ma X, Wu J. ARHGAP9 may be used as a novel prognostic biomarker associated with tumour immunity and cellular composition in ccRCC. Asian J Surg 2024:S1015-9584(24)02845-8. [PMID: 39668042 DOI: 10.1016/j.asjsur.2024.11.196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Revised: 11/17/2024] [Accepted: 11/28/2024] [Indexed: 12/14/2024] Open
Affiliation(s)
- Yini Wang
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO. 20 East Yuhuangding Road, Yantai, 264000, Shandong, China
| | - Wenyu Wang
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO. 20 East Yuhuangding Road, Yantai, 264000, Shandong, China
| | - Xiaohong Ma
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO. 20 East Yuhuangding Road, Yantai, 264000, Shandong, China.
| | - Jitao Wu
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO. 20 East Yuhuangding Road, Yantai, 264000, Shandong, China.
| |
Collapse
|
4
|
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 .
Collapse
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.
| |
Collapse
|
5
|
Xie D, Han Z, Wang Y, Shi H, Wu X, Wu J, Dai Y. Integrative analysis of bulk and single-cell RNA sequencing reveals sphingolipid metabolism and immune landscape in clear cell renal cell carcinoma. ENVIRONMENTAL TOXICOLOGY 2024; 39:5391-5404. [PMID: 39230203 DOI: 10.1002/tox.24319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/12/2024] [Accepted: 04/22/2024] [Indexed: 09/05/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is characterized by its aggressive behavior and complex molecular heterogeneity, posing significant challenges for treatment and prognostication. This study offers a comprehensive analysis of ccRCC by leveraging both bulk and single-cell RNA sequencing data, with a specific aim to unravel the complexities of sphingolipid metabolism and the intricate dynamics within the tumor microenvironment (TME). By examining ccRCC samples sourced from public databases, our investigation delves deep into the genetic and transcriptomic landscape of this cancer type. Employing advanced analytical techniques, we have identified pivotal patterns in gene expression and cellular heterogeneity, with a special focus on the roles and interactions of various immune cells within the TME. Significantly, our research has unearthed insights into the dynamics of sphingolipid metabolism in ccRCC, shedding light on its potential implications for tumor progression and strategies for immune evasion. A novel aspect of this study is the development of a risk score model designed to enhance prognostic predictions for ccRCC patients, which is currently pending external validation to ascertain its clinical utility. Despite its contributions, the study is mindful of its limitations, including a reliance on observational data from public sources and a primary focus on RNA sequencing data, which may constrain the depth and generalizability of the findings. The study does not encompass critical aspects, such as protein expression, posttranslational modifications, and comprehensive metabolic profiles. Moreover, its retrospective design underscores the necessity for future prospective studies to solidify these preliminary conclusions. Our findings illuminate the intricate interplay between genetic alterations, sphingolipid metabolism, and immune responses in ccRCC. This research not only enhances our understanding of the molecular foundations of ccRCC but also paves the way for the development of targeted therapies and personalized treatment modalities. The study underlines the importance of cautious interpretation of results and champions ongoing research using diverse methodologies to thoroughly comprehend and effectively combat this formidable cancer type.
Collapse
Affiliation(s)
- Dongdong Xie
- Department of Urology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, China
| | - Zhitao Han
- Department of Urology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, China
| | - Yu Wang
- Department of Urology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, China
| | - Haoyu Shi
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiang Wu
- Department of Urology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, China
| | - Jiaqing Wu
- Department of Kidney Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
| | - Yingbo Dai
- Department of Urology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging, The Fifth Affiliated Hospital of Sun Yat-Sen University, Zhuhai, China
| |
Collapse
|
6
|
Guo F, Gao Y, Zhou P, Wang H, Ma Z, Wang X, Wang X, Feng X, Wang Y, Han Z. Single-cell analysis reveals that TCF7L2 facilitates the progression of ccRCC via tumor-associated macrophages. Cell Signal 2024; 124:111453. [PMID: 39366533 DOI: 10.1016/j.cellsig.2024.111453] [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: 06/22/2024] [Revised: 09/06/2024] [Accepted: 10/01/2024] [Indexed: 10/06/2024]
Abstract
BACKGROUND Tumor-associated macrophages (TAMs) play an important role in the recurrence and progression of clear cell renal cell carcinoma (ccRCC). However, the specified mechanism has not been elucidated. METHODS Single-cell and transcriptome analysis were applied to characterize the heterogeneity of TAMs. SCENIC would infer regulators of different subsets of TAMs. The CellChat algorithm was used to infer macrophage-tumor interaction networks, whereas pseudo-time traces were used to parse cell evolution and dynamics. RESULTS In this study, single-cell transcriptomic data of ccRCC were analyzed. Notably, the macrophages were clustered to select the cluster with a tendency toward M2-type TAM, which has an impact on the occurrence and metastasis of ccRCC. This macrophage cluster was defined as "TAM2". And this study revealed that TCF7L2 as a potential transcription factor regulating TAM2 transcriptional heterogeneity and differentiation. Pseudotime traces showed TCF7L2 trajectories during TAM2 cell cluster development. In addition, the results of cell interaction showed that TAM2 had the highest number and strength of interactions with cancer cells and endothelial cells. In vitro experiments, this study found that TCF7L2 was highly expressed in TAMs and promoted the polarization of macrophages to M2-type macrophages. And then overexpression of TCF7L2 in macrophages markedly promoted ccRCC invasion and proliferation. CONCLUSION TCF7L2 could play a key role in the progression of ccRCC via enhancing TAMs recruitment and M2-type polarization.
Collapse
Affiliation(s)
- Fengran Guo
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China
| | - Yilong Gao
- Department of Urology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Pengfei Zhou
- Zhengding Country People's Hospital, Zhengding, China
| | - Hu Wang
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China; Department of Urology, First Hospital of Jiaxing, Jiaxing 314033, China
| | - Ziyang Ma
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China
| | - Xiaowei Wang
- Department of Urology, The First Hospital of Hebei Medical University, Shijiazhuang 050023, China
| | - Xin Wang
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China
| | - Xiaojuan Feng
- Department of Pathology, Center of Metabolic Diseases and Cancer Research, Institute of Medical and Health Science, Hebei Medical University; Key Laboratory of Kidney Diseases of Hebei Province, Shijiazhuang 050017, China
| | - Yaxuan Wang
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China.
| | - Zhenwei Han
- Department of Urology, Second Hospital of Hebei Medical University, Shijiazhuang 050000, China.
| |
Collapse
|
7
|
Hu X, Chen L, Liu T, Wan Z, Yu H, Tang F, Shi J, Chen Z, Wang X, Yang Z. TAF1D promotes tumorigenesis and metastasis by activating PI3K/AKT/mTOR signaling in clear cell renal cell carcinoma. Cell Signal 2024; 124:111425. [PMID: 39307376 DOI: 10.1016/j.cellsig.2024.111425] [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: 06/15/2024] [Revised: 08/30/2024] [Accepted: 09/17/2024] [Indexed: 10/02/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) is a malignant tumor needs more effective treatments. TATA box-binding protein-associated factor RNA polymerase I subunit D (TAF1D) is a member of the selective factor 1 complex and functions in RNA polymerase I-dependent transcription. Higher TAF1D expression was found in ccRCC tumor tissues and indicated worse survival. Our study aimed to investigate the therapeutic potential of TAF1D in ccRCC. The proliferation and migration of ccRCC cells were significantly inhibited after TAF1D knockdown, while TAF1D overexpressing had opposite effects. Moreover, TAF1D knockdown induced cells to undergo G0/G1 cell cycle arrest and blockade of the epithelial-mesenchymal transition (EMT) process. Mechanistically, TAF1D affect the cell cycle and EMT through the PI3K/AKT/mTOR signaling pathway, thereby promoting the proliferation and metastasis of ccRCC cells in vivo and in vitro. The inhibitory effect of TAF1D knockdown could be reverted by the AKT activator SC79 in ccRCC cells, confirming this mechanism. Besides, TAF1D knockdown in ccRCC cells had a sensitizing effect on sunitinib and enhanced tumor cell inhibiting induced by sunitinib. In conclusion, TAF1D may be a promising target for the treatment of ccRCC and for overcoming sunitinib resistance.
Collapse
Affiliation(s)
- Xuan Hu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Liang Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Tao Liu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Ziyu Wan
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Hua Yu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Feng Tang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Jiageng Shi
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zhizhuang Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Xinghuan Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
| | - Zhonghua Yang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
| |
Collapse
|
8
|
Wagh H, Bhattacharya S. Targeted therapy with polymeric nanoparticles in PBRM1-mutant biliary tract cancers: Harnessing DNA damage repair mechanisms. Crit Rev Oncol Hematol 2024; 204:104505. [PMID: 39255911 DOI: 10.1016/j.critrevonc.2024.104505] [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: 07/01/2024] [Revised: 08/26/2024] [Accepted: 09/04/2024] [Indexed: 09/12/2024] Open
Abstract
Biliary tract cancers (BTCs) are aggressive malignancies with a dismal prognosis that require intensive targeted therapy. Approximately 10 % of BTCs have PBRM1 mutations, which impede DNA damage repair pathways and make cancer cells more susceptible to DNA-damaging chemicals. This review focus on development of poly(lactic-co-glycolic acid) (PLGA)-based nanoparticles targeting delivery system to selectively deliver chemotherapy into PBRM1-deficient BTC cells. These nanoparticles improve therapy efficacy by increasing medication targeting and retention at tumour locations. In preclinical studies, pharmacokinetic profile of this nanoparticle was encouraging and supported its ability to achieve extended circulation time with high drug accumulation in tumor. The review also highlights potential of Pou3F3:I54N to expedite bioassays for patient selection in BTC targeted therapies.
Collapse
Affiliation(s)
- Hrushikesh Wagh
- Department of Pharmaceutics, School of Pharmacy & Technology Management, SVKM'S NMIMS Deemed-to-be University, Shirpur, Maharashtra 425405, India.
| | - Sankha Bhattacharya
- Department of Pharmaceutics, School of Pharmacy & Technology Management, SVKM'S NMIMS Deemed-to-be University, Shirpur, Maharashtra 425405, India.
| |
Collapse
|
9
|
Feng X, Wang Z, Cen M, Zheng Z, Wang B, Zhao Z, Zhong Z, Zou Y, Lv Q, Li S, Huang L, Huang H, Qiu X. Deciphering potential molecular mechanisms in clear cell renal cell carcinoma based on the ubiquitin-conjugating enzyme E2 related genes: Identifying UBE2C correlates to infiltration of regulatory T cells. Biofactors 2024. [PMID: 39614426 DOI: 10.1002/biof.2143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 10/28/2024] [Indexed: 12/01/2024]
Abstract
Renal clear cell carcinoma (ccRCC) is a highly aggressive and common form of kidney cancer, with limited treatment options for advanced stages. Recent studies have highlighted the importance of the ubiquitin-proteasome system in tumor progression, particularly the role of ubiquitin-conjugating enzyme E2 (UBE2) family members. However, the prognostic significance of UBE2-related genes (UBE2RGs) in ccRCC remains unclear. In this study, bulk RNA-sequencing and single-cell RNA-sequencing data from ccRCC patients were retrieved from the Cancer Genome Atlas and Gene Expression Omnibus databases. Differential expression analysis was performed to identify UBE2RGs associated with ccRCC. A combination of 10 machine learning methods was applied to develop an optimal prognostic model, and its predictive performance was evaluated using area under the curve (AUC) values for 1-, 3-, and 5-year overall survival (OS) in both training and validation cohorts. Functional enrichment analyses of gene ontology and Kyoto Encyclopedia of Genes and Genomes were conducted to explore the biological pathways involved. Correlation analysis was conducted to investigate the association between the risk score and tumor mutational burden (TMB) and immune cell infiltration. Immunotherapy and chemotherapy sensitivity were assessed by immunophenoscore and tumor immune, dysfunction, and exclusion scores to identify potential predictive significance. In vitro, knockdown of the key gene UBE2C in 786-O cells by specific small interfering RNA to validate its impact on apoptosis, migration, cell cycle, migration, invasion of tumor cells, and induction of regulatory T cells (Tregs). Analysis of sc-RNA revealed that UBE2 activity was significantly upregulated in malignant cells, suggesting its role in tumor progression. A three-gene prognostic model comprising UBE2C, UBE2D3, and UBE2T was constructed by Lasoo Cox regression and demonstrated robust predictive accuracy, with AUC values of 0.745, 0.766, and 0.771 for 1-, 3-, and 5-year survival, respectively. The model was validated as an independent prognostic factor in ccRCC. Patients in the high-risk group had a worse prognosis, higher TMB scores, and low responsiveness to immunotherapy. Additionally, immune infiltration and chemotherapy sensitivity analyses revealed that UBE2RGs are associated with various immune cells and drugs, suggesting that UBE2RGs could be a potential therapeutic target for ccRCC. In vitro experiments confirmed that the reduction of UBE2C led to an increase in apoptosis rate, as well as a decrease in tumor cell invasion and metastasis abilities. Additionally, si-UBE2C cells reduced the release of the cytokine Transforming Growth Factor-beta 1 (TGF-β1), leading to a decreased ratio of Tregs in the co-culture system. This study presents a novel three-gene prognostic model based on UBE2RGs that demonstrates significant predictive value for OS, immunotherapy, and chemotherapy in ccRCC patients. The findings underscore the potential of UBE2 family members as biomarkers and therapeutic targets in ccRCC, warranting further investigation in prospective clinical trials.
Collapse
Affiliation(s)
- Xiaoqiang Feng
- Center of Stem Cell and Regenerative Medicine, Gaozhou People's Hospital, Gaozhou, Guangdong, China
| | - Zhenwei Wang
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Meini Cen
- Department of Rehabilitation Medicine, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Zongtai Zheng
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Bangqi Wang
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Zongxiang Zhao
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Zhihui Zhong
- Center of Stem Cell and Regenerative Medicine, Gaozhou People's Hospital, Gaozhou, Guangdong, China
| | - Yesong Zou
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Qian Lv
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
| | - Shiyu Li
- Department of Microbiology and Immunology, Institute of Geriatric Immunology, School of Medicine, Jinan University, Guangzhou, Guangdong, China
| | - Li Huang
- Center of Stem Cell and Regenerative Medicine, Gaozhou People's Hospital, Gaozhou, Guangdong, China
| | - Hai Huang
- Department of Urology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Urology, Ruijin Hospital Lu Wan Branch, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaofu Qiu
- Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
- Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China
| |
Collapse
|
10
|
Liu J, Yang K, Zhou L, Deng J, Rong G, Shi L, Zhang X, Ren J, Zhang Y, Cao W. A new strategy for Astragaloside IV in the treatment of diabetic kidney disease: Analyzing the regulation of ferroptosis and mitochondrial function of renal tubular epithelial cells. Int Immunopharmacol 2024; 141:112794. [PMID: 39137626 DOI: 10.1016/j.intimp.2024.112794] [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: 04/03/2024] [Revised: 06/25/2024] [Accepted: 07/23/2024] [Indexed: 08/15/2024]
Abstract
In China, the Astragalus membranaceus root is used to treat chronic kidney disease. Astragaloside IV (AS-IV), the primary bioactive compound, exhibits anti-inflammatory and antioxidative properties; however, its renoprotective mechanism in diabetic kidney disease (DKD) remains unclear. The study aimed to investigate the protective effects of AS-IV on DKD revealing the underlying mechanisms. We established an early diabetic rat model by feeding a high-fat diet and administering low-dose streptozotocin. Twelve weeks post-treatment, renal function was evaluated using functional assays, histological analyses, immunohistochemistry, western blotting, and transmission electron microscopy. HK-2 cells exposed to high glucose conditions were used to examine the effect of AS-IV on oxidative stress, iron levels, reactive oxygen species (ROS), and lipid peroxidation. Network pharmacology, proteomics, molecular docking, and molecular dynamics simulation techniques were employed to elucidate the role of AS-IV in DKD. The results revealed that AS-IV effectively enhanced renal function and mitigated disease pathology, oxidative stress, and ferroptosis markers in DKD rats. In HK-2 cells, AS-IV lowered the levels of lipid peroxides, Fe2+, and glutathione, indicating the repair of ferroptosis-related mitochondrial damage. AS-IV reduced mitochondrial ROS while enhancing mitochondrial membrane potential and ATP production, indicating its role in combating mitochondrial dysfunction. Overall, in silico analyses revealed that AS-IV interacts with HMOX1, FTH1, and TFR1 proteins, supporting its efficacy in alleviating renal injury by targeting mitochondrial dysfunction and ferroptosis. AS-IV may play a renoprotective role by regulating mitochondrial dysfunction and inhibiting. HMOX1/FTH1/TFR1-induced ferroptosis. Accordingly, AS-IV could be developed for the clinical treatment of DKD-related renal injury.
Collapse
Affiliation(s)
- Jun Liu
- Department of Combination of Chinese and Western Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Kang Yang
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Linlan Zhou
- Department of Combination of Chinese and Western Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Jingwei Deng
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Guoyi Rong
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Lipeng Shi
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| | - Xin Zhang
- Beibei Hospital of Traditional Chinese Medicine, Chongqing, 400700,China.
| | - Jing Ren
- College of Traditional Chinese Medicine, Chongqing Medical and Pharmaceutical College,Chongqing 401331, China.
| | - Yudi Zhang
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China; College of Combination of Chinese and Western Medicine, Chongqing College of Traditional Chinese Medicine, Chongqing 402760,China.
| | - Wenfu Cao
- Department of Combination of Chinese and Western Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Chongqing Key Laboratory of Traditional Chinese Medicine for Prevention and Cure of Metabolic Diseases, Chongqing 400016, China.
| |
Collapse
|
11
|
Wang F, Huang J, Zeng S, Pan Y, Zhou H. ETS homologous factor, controlled by lysine-specific demethylase 5B, suppresses clear cell renal cell carcinoma by inducing Filamin-B. Gene 2024; 927:148702. [PMID: 38880187 DOI: 10.1016/j.gene.2024.148702] [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: 03/13/2024] [Revised: 06/07/2024] [Accepted: 06/14/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) remains a deadly disease with a poor prognosis. Here, we identified the ETS homologous factor (EHF) and its target Filamin-B (FLNB) as molecules related to immune evasion in ccRCC. We also explored the upstream modifier that manipulates EHF in ccRCC. DESIGN Cell proliferation and apoptosis assay, wound healing assay, and Transwell assay were designed to analyze the effects of EHF or FLNB knockdown on the biological activity of ccRCC cells. The growth of differently treated ccRCC cells was assessed by orthotopic tumors. ccRCC cells with different treatments were co-cultured with macrophages, and the role of the lysine-specific demethylase 5B (KDM5B)/EHF/FLNB axis on macrophage polarization or ccRCC progression was characterized by detecting the expression of M2 macrophage markers in the co-culture system or tumor tissues of tumor-bearing mice. RESULTS The expression of EHF and FLNB was higher, while KDM5B was lower in HK2 cells than in ccRCC cells. EHF overexpression inhibited the biological behavior of ccRCC cells and tumor growth in mice. EHF activated FLNB transcription. Knockdown of FLNB supported the biological activity of ccRCC cells and tumor growth and reversed M2 macrophage polarization in tumor tissues of mice in the presence of EHF. KDM5B inhibited EHF expression by H3K4me3 demethylation, and EHF knockdown potentiated M2 macrophage polarization and tumor growth in vivo repressed by KDM5B knockdown. CONCLUSIONS KDM5B inhibited the expression of EHF by repressing H3K4me3 modification and the transcription of FLNB by EHF to promote immune evasion and progression of ccRCC.
Collapse
Affiliation(s)
- Fang Wang
- Department of Medicine, Changsha Social Work College, Changsha 410004, Hunan, PR China
| | - Jiangbo Huang
- Department of Urology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha 410005, Hunan, PR China
| | - Shun Zeng
- Department of Urology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha 410005, Hunan, PR China
| | - Ying Pan
- Department of Urology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha 410005, Hunan, PR China
| | - Hao Zhou
- Department of Urology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha 410005, Hunan, PR China.
| |
Collapse
|
12
|
Huang S, Qin X, Fu S, Hu J, Jiang Z, Hu M, Zhang B, Liu J, Chen Y, Wang M, Liu X, Chen Z, Wang L. STAMBPL1/TRIM21 Balances AXL Stability Impacting Mesenchymal Phenotype and Immune Response in KIRC. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2405083. [PMID: 39527690 DOI: 10.1002/advs.202405083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 10/09/2024] [Indexed: 11/16/2024]
Abstract
Kidney renal clear cell carcinoma (KIRC) is recognized as an immunogenic tumor, and immunotherapy is incorporated into its treatment landscape for decades. The acquisition of a tumor mesenchymal phenotype through epithelial-to-mesenchymal transition (EMT) is associated with immune evasion and can contribute to immunotherapy resistance. Here, the involvement of STAM Binding Protein Like 1 (STAMBPL1) is reported in the development of mesenchymal and immune evasion phenotypes in KIRC cells. Mechanistically, STAMBPL1 elevated protein abundance and surface accumulation of TAM Receptor AXL through diminishing the TRIM21-mediated K63-linked ubiquitination and subsequent lysosomal degradation of AXL, thereby enhancing the expression of mesenchymal genes while suppressing chemokines CXCL9/10 and HLA/B/C. In addition, STAMBPL1 enhanced PD-L1 transcription via facilitating nuclear translocation of p65, and knockdown (KD) of STAMBPL1 augmented antitumor effects of PD-1 blockade. Furthermore, STAMBPL1 silencing and the tyrosine kinase inhibitor (TKI) sunitinib also exhibited a synergistic effect on the suppression of KIRC. Collectively, targeting the STAMBPL1/TRIM21/AXL axis can decrease mesenchymal phenotype and potentiate anti-tumor efficacy of cancer therapy.
Collapse
Affiliation(s)
- Shiyu Huang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Xuke Qin
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Shujie Fu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Juncheng Hu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Zhengyu Jiang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Min Hu
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Banghua Zhang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, 430060, China
| | - Jiachen Liu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Yujie Chen
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Minghui Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Xiuheng Liu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Zhiyuan Chen
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| | - Lei Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430060, China
| |
Collapse
|
13
|
Antar RM, Fawaz C, Gonzalez D, Xu VE, Drouaud AP, Krastein J, Pio F, Murdock A, Youssef K, Sobol S, Whalen MJ. The Evolving Molecular Landscape and Actionable Alterations in Urologic Cancers. Curr Oncol 2024; 31:6909-6937. [PMID: 39590142 PMCID: PMC11593205 DOI: 10.3390/curroncol31110511] [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: 10/20/2024] [Revised: 11/03/2024] [Accepted: 11/04/2024] [Indexed: 11/28/2024] Open
Abstract
The genetic landscape of urologic cancers has evolved with the identification of actionable mutations that impact diagnosis, prognosis, and therapeutic strategies. This narrative review consolidates existing literature on genetic mutations across key urologic cancers, including bladder, renal, prostate, upper tract urothelial, testicular, and penile. The review highlights mutations in DNA damage repair genes, such as BRCA1/2 and PTEN, as well as pathway alterations like FGFR and PD-L1 overexpression. These mutations influence tumor behavior and therapeutic outcomes, emphasizing the need for precision oncology approaches. Molecular profiling, through tools like next-generation sequencing, has revolutionized patient care by enabling targeted treatment strategies, especially in cancers with distinct molecular subtypes such as luminal or basal bladder cancer and clear cell renal carcinoma. Emerging therapies, including FGFR inhibitors and immune checkpoint blockade, offer new treatment avenues, although resistance mechanisms remain a challenge. We also emphasize the importance of biomarker identification for personalized management, especially in metastatic settings where treatment intensification is often required. Future research is needed to further elucidate our understanding of the genetics affecting urologic cancers, which will help develop novel, individualized therapies to enhance oncologic outcomes.
Collapse
Affiliation(s)
- Ryan Michael Antar
- Department of Urology, The George Washington University School of Medicine & Health Sciences, Washington, DC 20052, USA (M.J.W.)
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
Che X, Tian X, Wang Z, Zhu S, Ye S, Wang Y, Chen Y, Huang Y, Anwaier A, Yao P, Chen Y, Wu K, Liu Y, Xu W, Zhang H, Ye D. Systematic multiomics analysis and in vitro experiments suggest that ITGA5 could serve as a promising therapeutic target for ccRCC. Cancer Cell Int 2024; 24:363. [PMID: 39501306 PMCID: PMC11539770 DOI: 10.1186/s12935-024-03546-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Integrin alpha 5 (ITGA5) was previously confirmed to be related to prognosis in several cancer types; however, its function in clear cell renal cell carcinoma (ccRCC) and how this molecule regulates tumor progression and the tumor microenvironment (TME) remain to be elucidated. METHODS We investigated the prognostic implications of ITGA5 with a machine learning model and evaluated biological behaviors of different levels of ITGA5 expression in vitro. Bioinformatic analysis was performed to explain the comprehensive effect of ITGA5 on the TME and drug sensitivity. RESULTS We constructed a machine learning model to elaborate the prognostic implication of ITGA5. As tumorigenesis of ccRCC was tightly relevant with several mutant genes, we investigated the correlation between ITGA5 expression and frequent mutations and found ITGA5 upregulation in VHL mutant ccRCC (P = 0.016). Through overexpressing, silencing, and blocking ITGA5, we verified the role of ITGA5 in promoting ccRCC adverse biological activities; and the potential functions of ITGA5 in ccRCC were bioinformatically demonstrated, summarizing as cell proliferation, migration, and angiogenesis. The localization of ITGA5 primarily in endothelia and macrophages further verified its magnitude in angiogenesis and aroused our excavation in ITGA5 regulation of immune infiltration landscape. Generally, ITGA5-high ccRCC presented an immunosuppressive TME by inducing a lower level of CD8 + T cell infiltration. For the last part we predicted drug sensitivity relevant to ITGA5 and concluded that a joint medication of ITGA5 inhibitors and VEGFR-target drugs (including sunitinib, axitinib, pazopanib, and motesanib) might be a promising therapeutic strategy. CONCLUSION Our findings clarified the adverse outcome induced by high expression of ITGA5 in ccRCC patients. In vitro experiments and bioinformatical analysis identified ITGA5 function as predominantly cell proliferation, migration, angiogenesis, and macrophage recruitment. Further, we predicted immune infiltration and medication sensitivity regulation by ITGA5 and proposed a joint use of ITGA5 inhibitors and anti-angiogenetic drugs as a potential potent therapeutic strategy.
Collapse
Grants
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- 22401 FDUROP (Fudan Undergraduate Research Opportunities Program)
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- S202310246246 Shanghai Undergraduate Training Program on Innovation and Entrepreneurship (SUTPLE) grant
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- SACA-CY21A06,SACA-CY21B01,SACA-CY23A02,SACA-CY23C04 Shanghai Anti-Cancer Association
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- 2020CXJQ03 Shanghai Municipal Health Bureau
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
- Y-HR2020MS-0948 Beijing Xisike Clinical Oncology Research Foundation
Collapse
Affiliation(s)
- Xiangxian Che
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Xi Tian
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Zhenda Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shuxuan Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Shiqi Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yue Wang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yihan Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yiyun Huang
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Aihetaimujiang Anwaier
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Peifeng Yao
- School of Informatics, Xiamen University, Xiamen, 361102, People's Republic of China
| | - Yijia Chen
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Keting Wu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Yifei Liu
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China
| | - Wenhao Xu
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Hailiang Zhang
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| | - Dingwei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.
- Shanghai Genitourinary Cancer Institute, Shanghai, 200032, People's Republic of China.
- Department of Oncology, Fudan University Shanghai Medical College, Shanghai, 200032, People's Republic of China.
| |
Collapse
|
15
|
Li Q, Zeng K, Chen Q, Han C, Wang X, Li B, Miao J, Zheng B, Liu J, Yuan X, Liu B. Atractylenolide I inhibits angiogenesis and reverses sunitinib resistance in clear cell renal cell carcinoma through ATP6V0D2-mediated autophagic degradation of EPAS1/HIF2α. Autophagy 2024:1-20. [PMID: 39477683 DOI: 10.1080/15548627.2024.2421699] [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: 10/02/2023] [Revised: 10/13/2024] [Accepted: 10/22/2024] [Indexed: 11/05/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is tightly associated with VHL (von Hippel-Lindau tumor suppressor) mutation and dysregulated angiogenesis. Accumulating evidence indicates that antiangiogenic treatment abolishing tumor angiogenesis can achieve longer disease-free survival in patients with ccRCC. Atractylenolide I (ATL-I) is one of the main active compounds in Atractylodes macrocephala root extract and exhibits various pharmacological effects, including anti-inflammatory and antitumor effects. In this study, we revealed the potent antitumor activity of ATL-I in ccRCC. ATL-I exhibited robust antiangiogenic capacity by inhibiting EPAS1/HIF2α-mediated VEGFA production in VHL-deficient ccRCC, and it promoted autophagic degradation of EPAS1 by upregulating the ATPase subunit ATP6V0D2 (ATPase H+ transporting V0 subunit d2) to increase lysosomal function and facilitated fusion between autophagosomes and lysosomes. Mechanistically, ATP6V0D2 directly bound to RAB7 and VPS41 and promoted the RAB7-HOPS interaction, facilitating SNARE complex assembly and autophagosome-lysosome fusion. Moreover, ATP6V0D2 promoted autolysosome degradation by increasing the acidification and activity of lysosomes during the later stages of macroautophagy/autophagy. Additionally, we found that ATL-I could decrease the level of EPAS1, which was upregulated in sunitinib-resistant cells, thus reversing sunitinib resistance. Collectively, our findings demonstrate that ATL-I is a robust antiangiogenic and antitumor lead compound with potential clinical application for ccRCC therapy.Abbreviations: ATL-I: atractylenolide I; ATP6V0D2: ATPase H+ transporting V0 subunit d2; CAM: chick chorioallantoic membrane; ccRCC: clear cell renal cell carcinoma; CTSB: cathepsin B; CTSD: cathepsin D; GO: Gene Ontology; HIF-1: HIF1A-ARNT heterodimer; HOPS: homotypic fusion and protein sorting; KDR/VEGFR: kinase insert domain receptor; KEGG: Kyoto Encyclopedia of Genes and Genomes; RCC: renal cell carcinoma; SNARE: soluble N-ethylmaleimide-sensitive factor attachment protein receptor; TCGA: The Cancer Genome Atlas; TEM: transmission electron microscopy; TKI: tyrosine kinase inhibitor; V-ATPase: vacuolar-type H±translocating ATPase; VEGF: vascular endothelial growth factor; VHL: von Hippel-Lindau tumor suppressor.
Collapse
Affiliation(s)
- Qinyu Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Kai Zeng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Department of Urology, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, China
| | - Qian Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, China
| | - Chenglin Han
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xi Wang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Beining Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jianping Miao
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Bolong Zheng
- School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jihong Liu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xianglin Yuan
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| |
Collapse
|
16
|
Guo T, Zhang X, Wang X, Tang H, Liu Y, Chen S, Niu Z, Wang C, Wang X, Wang X. SCGN recruits macrophages by regulating chemokine secretion in clear cell renal cell carcinoma. Int J Biol Sci 2024; 20:5925-5938. [PMID: 39664565 PMCID: PMC11628334 DOI: 10.7150/ijbs.103252] [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: 09/04/2024] [Accepted: 10/23/2024] [Indexed: 12/13/2024] Open
Abstract
Immunotherapy is considered to be one of the most promising curative modalities for cancer, and the effectiveness of immunotherapy depends on the abundance of immune cells in the tumor microenvironment (TME). Immunotherapy tends to be more effective in "hot tumors" characterized by a high abundant immune cells. Our previous studies found that secretagogin (SCGN) showed intranuclear aggregation in the early stages of clear cell renal cell carcinoma (ccRCC) development. However, with tumor progression and distant metastasis of the ccRCC, the expression of SCGN is gradually absent. In this study, we found that SCGN did not affect the malignant phenotype of cancer cells, but could regulate cytokine/chemokine secretion and immune cell migration by performing gene function assays and RNA-seq analyses after overexpressing SCGN in cell lines of ccRCC. Bioinformatics analysis, Transwell and co-culture experiments confirmed that ccRCC cells overexpressing SCGN could recruit M1-type macrophages. Mechanistically, SCGN initiates downstream cytokine/chemokine expression and secretion through the NF-κB signal pathway. This study provides a comprehensive understanding of the function of SCGN in ccRCC. Continuous forced expression of SCGN at different stages may be a potential approach for the treatment of ccRCC.
Collapse
Affiliation(s)
- Tuanjie Guo
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xinchao Zhang
- Department of Pathology, College of Basic Medical Sciences, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuan Wang
- Department of Pathology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Heting Tang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yang Liu
- Department of Pathology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Siteng Chen
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhengchuan Niu
- Department of General Surgery, Shanghai Geriatric Medical Center/Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chaofu Wang
- Department of Pathology, College of Basic Medical Sciences, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Pathology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xu Wang
- Department of Pathology, College of Basic Medical Sciences, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiang Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| |
Collapse
|
17
|
Zhu X, Al-danakh A, Jian Y, Safi M, Luo S, Chen Q, Wang S, Yang D. High RRM2 Correlates with Mitochondrial and Immune Responses in the Eosinophilic Subtype of Clear Cell Renal Cell Carcinoma. J Inflamm Res 2024; 17:8117-8133. [PMID: 39507262 PMCID: PMC11539861 DOI: 10.2147/jir.s478993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024] Open
Abstract
Background Clear cell renal cell carcinoma (ccRCC), the predominant subtype of RCC, is distinguished by unique biological characteristics and heterogeneity, including eosinophilic and clear subtypes. Notwithstanding progress in therapy, immune checkpoint inhibitors (ICIs), and tyrosine kinase inhibitors (TKIs), the prognosis for individuals with metastatic ccRCC remains poor, presumably owing to metabolic alterations leading to mitochondrial dysfunction, which affects treatment response variability. Methods We analyzed histological and immunohistochemical data from a cohort at Dalian Medical University's First Affiliated Hospital alongside RNA-sequencing transcriptome data from the TCGA database. Histologically, eosinophilic and clear ccRCC subtypes were evaluated using Kaplan-Meier and Cox proportional hazards models for survival analysis and prognosis. Differential gene expression (DEG) analysis and Gene Set Enrichment Analysis were performed to explore transcriptomic differences and relevant pathways. Results The study discovered substantial histological and molecular differences between the eosinophilic and clear cell subtypes of ccRCC. The eosinophilic subtype linked with frequent high-grade tumors (69.05% eosinophil vs 35.35% clear) and a poorer prognosis (HR=2.659, 95% CI:1.437-4.919, P=0.002). DEG analysis revealed distinct expression patterns among subtypes and identified a risk score signature that remained significant even after adjusting for clinical variables (HR=3.967, 95% CI: 1.665-9.449, P=0.002), showing less favorable survival in the high-risk group (P < 0.0001). RRM2 emerged as the most prognostic gene from this risk score, particularly in the eosinophilic subtype, alongside other clinical variables. By IHC, RRM2 shows high IHC score in eosinophilic compared to clear subtype (P=0.019). In addition, highly expressed RRM2 correlates with poor outcomes and is linked to mitochondrial genes, immunological pathways, and ICIs treatment. Conclusion These findings show significant differences in prognosis between subtypes. RRM2 was the most prognostic gene from the discovered novel risk score signature associated with subtypes. Future research is essential to validate these insights and their therapeutic implications for ccRCC management.
Collapse
Affiliation(s)
- Xinqing Zhu
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Abdullah Al-danakh
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Yuli Jian
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, LiaoningPeople’s Republic of China
| | - Mohammed Safi
- Thoracic/Head and Neck Medical Oncology Department, MD Anderson Cancer Center, Houston, TX, USA
| | - Sijie Luo
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Qiwei Chen
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Shujing Wang
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, LiaoningPeople’s Republic of China
| | - Deyong Yang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
- Department of Surgery, Healinghands Clinic, Dalian, Liaoning, People’s Republic of China
| |
Collapse
|
18
|
Zhu W, Zheng G, Yan X, Liu M, Li X, Cheng Y, Bai C, Zhang Y, Huo L. Diagnostic efficacy of [ 68Ga]Ga-NY104 PET/CT to identify clear cell renal cell carcinoma. Eur J Nucl Med Mol Imaging 2024; 51:4127-4133. [PMID: 38916753 DOI: 10.1007/s00259-024-06801-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 06/10/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE Most clear cell renal cell carcinoma (ccRCC) overexpresses carbonic anhydrase IX (CAIX). [68Ga]Ga-NY104 is a small-molecule PET agent selectively targeting CAIX. This study aims to assess the efficacy of [68Ga]Ga-NY104 PET/CT to identify ccRCC. MATERIALS AND METHODS Participants were prospectively recruited in the study (ClinicalTrials.gov: NCT05902377). They were further divided into two groups: group 1, patients with primary renal mass who were scheduled for surgery, group 2, patients with suspected/confirmed metastatic ccRCC. All patients underwent [68Ga]Ga-NY104 PET/CT. RESULTS A total of 47 patients (mean age, 58.8 years ± 13.5, 34 men) were recruited, including 20 patients in group 1 and 27 patients in group 2. The patient-level sensitivity, specificity, and accuracy of [68Ga]Ga-NY104 PET scan was 62%, 33%, 58% for group 1 and 95%, 100%, 96% for group 2. [68Ga]Ga-NY104 PET identified additional 26 disease regions in 67% (14/21) of patients that were previously unknown. The tumor uptake was correlated with immunohistochemical staining results. CONCLUSIONS [68Ga]Ga-NY104 PET/CT has a high diagnostic efficacy for patients with metastatic ccRCC, while it might be of limited value in the diagnosis of primary ccRCC.
Collapse
Affiliation(s)
- Wenjia Zhu
- Department of Nuclear Medicine, Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Guoyang Zheng
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Xinchun Yan
- Department of Nuclear Medicine, Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Meixi Liu
- Department of Nuclear Medicine, Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China
| | - Xiaoyuan Li
- Department of Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Yuejuan Cheng
- Department of Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Chunmei Bai
- Department of Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Yushi Zhang
- Department of Urology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
| | - Li Huo
- Department of Nuclear Medicine, Beijing Key Laboratory of Molecular Targeted Diagnosis and Therapy in Nuclear Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China.
| |
Collapse
|
19
|
Xu X, Li H, Tong B, Zhang W, Wang X, Wang Y, Tian G, Xu Z, Zhang G. Biomimetic Nano-Regulator that Induces Cuproptosis and Lactate-Depletion Mediated ROS Storm for Metalloimmunotherapy of Clear Cell Renal Cell Carcinoma. Adv Healthc Mater 2024; 13:e2400204. [PMID: 38855966 DOI: 10.1002/adhm.202400204] [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: 03/22/2024] [Revised: 05/20/2024] [Indexed: 06/11/2024]
Abstract
Herein, a ccRCC targeting nanodrug is designed to enhance chemodynamic therapy (CDT) as well as activate cuproptosis and tumor immunotherapy via ccRCC cell membrane modifying CuO@Gd2O3 yolk-like particles (CGYL) loaded with lactate oxidase (LOx) (mCGYL-LOx). Benefiting from the homologous targeting effect of Renca cell membranes, the mCGYS-LOx can be effectively internalized by Renca cells, open the "gate", and then release LOx and copper (Cu) ions. LOx can catalyze excessive lactate in Renca cells into H2O2, following that the produced H2O2 is further converted by Cu ions to the highly toxic ·OH, contributing to tumor CDT. Meanwhile, the excessive Cu ions effectively trigger tumor cuproptosis. These synergistic effects induce the release of damage associated molecular patterns (DAMPs) and activate immunogenic cell death (ICD), leading to DC maturation and infiltration of immune effector cells. Moreover, LOx-mediated lactate consumption downregulates the expression of PD-L1, crippling tumor immune escape. In addition, the mCGYL-LOx improves T1-weighted MRI signal, allowing for accurate diagnosis of ccRCC. This study demonstrates that the mCGYL-LOx has great potential for improving therapy of ccRCC via the synergistic actions of CDT and cuproptosis as well as immunotherapy.
Collapse
Affiliation(s)
- Xiaotong Xu
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Huimin Li
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Binghua Tong
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Weijie Zhang
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Xiaofei Wang
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Yue Wang
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Geng Tian
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Zhaowei Xu
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| | - Guilong Zhang
- School of Pharmacy, Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, Binzhou Medical University, Yantai, 264003, P. R. China
| |
Collapse
|
20
|
Ou YC, Yu TM, Li JR, Wu CC, Wang JD, Liao SL, Chen WY, Kuan YH, Chen CJ. Runx2 silencing sensitized human renal cell carcinoma cells to ABT-737 apoptosis. Arch Biochem Biophys 2024; 761:110173. [PMID: 39369835 DOI: 10.1016/j.abb.2024.110173] [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: 06/26/2024] [Revised: 09/17/2024] [Accepted: 10/03/2024] [Indexed: 10/08/2024]
Abstract
The prognostic value of Runt-related transcription factor 2 (Runx2) and its involvement in cell growth and motility have been reported in patients diagnosed with renal cell carcinoma (RCC). Since Runx2 may have the potential to be a target for the purpose of antitumor intervention, there is an urgent need to gain insight into its oncogenic properties. Using human 786-O, Caki-1 and ACHN RCC cells as models, the silencing of cellular Runx2 expression brought about a reduction in cyclin D1 and β-catenin expression, cell growth and migration without any significant cell death. Runx2-silenced cells turned into apoptosis vulnerable in the presence of ABT-737, a BH3 mimetic Bcl-2 inhibitor. Data from biochemical and molecular studies have revealed a positive correlation between Runx2 expression and Akt phosphorylation, Mcl-1 expression, and fibronectin expression. Results of genetic silencing studies have indicated the potential involvement of Mcl-1 and fibronectin in the decision of RCC cell ABT-737 resistance and sensitivity. The regulatory roles of the PI3K/Akt axis in the expression of Mcl-1 and fibronectin were suggested by means of the results taken from experiments involving pharmacological study of the PI3K/Akt. Since overexpression and prognostic roles of Runx2, activated Akt, Mcl-1, fibronectin, cyclin D1, and β-catenin have been revealed in RCC, it is important to explore the precise mechanisms underlying Runx2 oncogenic effects. Although the linking details between Runx2 and PI3K/Akt have yet to be identified, our findings suggest that Mcl-1 and fibronectin are downstream effectors of Runx2 via a regulatory axis of the PI3K/Akt and their promotion of cell growth, migration, and ABT-737 resistance in RCC cells.
Collapse
Affiliation(s)
- Yen-Chuan Ou
- Department of Urology, Tungs' Taichung MetroHarbor Hospital, Taichung City, 433, Taiwan.
| | - Tung-Min Yu
- Division of Nephrology, Taichung Veterans General Hospital, Taichung City, 407, Taiwan.
| | - Jian-Ri Li
- Division of Urology, Taichung Veterans General Hospital, Taichung City, 407, Taiwan.
| | - Chih-Cheng Wu
- Department of Anesthesiology, Taichung Veterans General Hospital, Taichung City, 407, Taiwan; Department of Financial Engineering, Providence University, Taichung City, 433, Taiwan; Department of Data Science and Big Data Analytics, Providence University, Taichung City, 433, Taiwan.
| | - Jiaan-Der Wang
- Children's Medical Center, Taichung Veterans General Hospital, Taichung City, 407, Taiwan.
| | - Su-Lan Liao
- Department of Medical Research, Taichung Veterans General Hospital, Taichung City, 407, Taiwan.
| | - Wen-Ying Chen
- Department of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan.
| | - Yu-Hsiang Kuan
- Department of Pharmacology, Chung Shan Medical University, Taichung City, 402, Taiwan.
| | - Chun-Jung Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung City, 407, Taiwan; Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung City, 404, Taiwan.
| |
Collapse
|
21
|
Pan M, Xu X, Zhang D, Cao W. Exploring the Immune Landscape of ccRCC: Prognostic Signatures and Therapeutic Implications. J Cell Mol Med 2024; 28:e70212. [PMID: 39557632 PMCID: PMC11573483 DOI: 10.1111/jcmm.70212] [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: 07/20/2024] [Revised: 10/28/2024] [Accepted: 11/02/2024] [Indexed: 11/20/2024] Open
Abstract
The tumour immunological microenvironment is involved in the development of clear cell renal cell carcinoma (ccRCC). Nevertheless, the role of the immunological microenvironment in ccRCC has not been thoroughly investigated. In this study, we combined six ccRCC cohorts into a large cohort and quantified the expression matrix into 53 immunological terms using the ssGSEA algorithm. Five immune terms related to prognosis were screened through 1000 iterations of L1-penalised (lasso) estimation and Cox regression analysis for immune-related risk score (IRS) calculation. The IRS showed satisfactory prognosis prediction efficacy in ccRCC. We then compared the clinical and genomic characteristics of two IRS subgroups. Patients with low IRS showed a high level of tumour mutational burden (TMB) and a low level of copy number variation (CNV), indicating that low IRS group patients have a higher probability of responding to immunotherapy. We employed TIDE and subclass mapping analyses to corroborate our results, and the findings demonstrated that patients with a low IRS had a significantly greater percentage of immunotherapy response. According to the Genomics of Drug Sensitivity in Cancer (GDSC), patients with a high IRS had a decreased IC50 for sunitinib, which is the first-line treatment for ccRCC patients. As a result, the immune characteristics of the microenvironment of ccRCC tumours have been explored, and a signature has been constructed. Analysis demonstrated that our signature could effectively predict prognosis and immunotherapy response rate.
Collapse
Affiliation(s)
- Minjie Pan
- Department of Urology, The Affiliated Changzhou Second People's Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| | - Xinchi Xu
- The State Key Lab of Reproductive; Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Dong Zhang
- The State Key Lab of Reproductive; Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wei Cao
- Department of Urology, The Affiliated Changzhou Second People's Hospital of Nanjing Medical University, Changzhou, Jiangsu, China
| |
Collapse
|
22
|
Oberholzer Z, Loubser C, Nikitina NV. Fgf17: A regulator of the mid/hind brain boundary in mammals. Differentiation 2024; 140:100813. [PMID: 39327214 DOI: 10.1016/j.diff.2024.100813] [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: 06/30/2023] [Revised: 09/06/2024] [Accepted: 09/12/2024] [Indexed: 09/28/2024]
Abstract
The Fibroblast growth factor (FGFs) family consists of at least 22 members that exert their function by binding and activating fibroblast growth factor receptors (FGFRs). The Fgf8/FgfD subfamily member, Fgf17, is located on human chromosome 8p21.3 and mouse chromosome 14 D2. In humans, FGF17 can be alternatively spliced to produce two isoforms (FGF17a and b) whereas three isoforms are present in mice (Fgf17a, b, and c), however, only Fgf17a and Fgf17b produce functional proteins. Fgf17 is a secreted protein with a cleavable N-terminal signal peptide and contains two binding domains, namely a conserved core region and a heparin binding site. Fgf17 mRNA is expressed in a wide range of different tissues during development, including the rostral patterning centre, midbrain-hindbrain boundary, tailbud mesoderm, olfactory placode, mammary glands, and smooth muscle precursors of major arteries. Given its broad expression pattern during development, it is surprising that adult Fgf17-/- mice displayed a rather mild phenotype; such that mutants only exhibited morphological changes in the frontal cortex and mid/hind brain boundary and changes in certain social behaviours. In humans, FGF17 mutations are implicated in several diseases, including Congenital Hypogonadotropic Hypogonadism and Kallmann Syndrome. FGF17 mutations contribute to CHH/KS in 1.1% of affected individuals, often presenting in conjunction with mutations in other FGF pathway genes like FGFR1 and FLRT3. FGF17 mutations were also identified in patients diagnosed with Dandy-Walker malformation and Pituitary Stalk Interruption Syndrome, however, it remains unclear how FGF17 is implicated in these diseases. Altered FGF17 expression has been observed in several cancers, including prostate cancer, hematopoietic cancers (acute myeloid leukemia and acute lymphoblastic leukemia), glioblastomas, perineural invasion in cervical cancer, and renal cell carcinomas. Furthermore, FGF17 has demonstrated neuroprotective effects, particularly during ischemic stroke, and has been shown to improve cognitive function in ageing mice.
Collapse
Affiliation(s)
- Zane Oberholzer
- School of Molecular and Cell Biology, University of the Witwatersrand, Private Bag 3, Wits, 2050, Johannesburg, South Africa.
| | - Chiron Loubser
- School of Molecular and Cell Biology, University of the Witwatersrand, Private Bag 3, Wits, 2050, Johannesburg, South Africa.
| | - Natalya V Nikitina
- School of Molecular and Cell Biology, University of the Witwatersrand, Private Bag 3, Wits, 2050, Johannesburg, South Africa.
| |
Collapse
|
23
|
Li G, Cui J, He S, Feng X, Li W, Li T, Chen P. Establishment of RNA modification regulators index predicting clinical outcomes and immune relevance of kidney cancer patients. Heliyon 2024; 10:e39021. [PMID: 39640638 PMCID: PMC11620054 DOI: 10.1016/j.heliyon.2024.e39021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 09/27/2024] [Accepted: 10/04/2024] [Indexed: 12/07/2024] Open
Abstract
Increasing evidence indicates that RNA modifications are misregulated in human cancers, which might be optimal targets of cancer therapy. However, important RNA regulators in kidney cancer still need further exploration. In this study, we collected regulators representing different types of RNA modification and identified the prognosis-related RNA regulators in kidney cancer patients. We further constructed a 4-gene RNA regulators signature and index called prognosis-related RNA regulators index (PRRI) by the Lasso-Cox regression algorithm. We found that PRRI could precisely predict prognosis of patients in the KIRC training (AUC at 3-/5-/7-years = 0.7132/0.7220/0.7283) and testing cohorts (AUC at 3-/5-/7-years = 0.7141/0.7403/0.7305) and two independent RCC cohorts - E-MTAB-1980 (AUC at 3-/5-/7-years = 0.7036/0.7385/0.7143) and KIRP (AUC at 3-/5-/7-years = 0.6203/0.6365/0.6941). Moreover, the high PRRI group showed a worse clinical outcome than the low PRRI group. PRRI demonstrated strong robustness and was related to histological grade and pathologic stage, which was also found to be an independent prognosis factor when other clinical variables adjusted it. We further found several immune-related pathways differentially enriched in the high or low PRRI group. The regulation of T cell migration, which has been proven to be an immunosuppressive cell, shows a high enrichment in the high PRRI group. Further analysis reveals that PRRI also shows a highly positive correlation with the activity of Tregs. TIDE analysis and two independent immune therapy cohorts revealed that the high PRRI group might resist immune therapy, while the low PRRI group might benefit from the treatment, indicating that PRRI could be a marker for predicting immune therapeutic response. All in all, we determined 4 potentially essential RNA regulators and illustrated their mechanisms concretely. Furthermore, we constructed a 4-gene index called PRRI to predict patients' outcomes and immunotherapy response.
Collapse
Affiliation(s)
- Gang Li
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| | - Jingmin Cui
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| | - Shuang He
- Tangshan Lunan District First Nursery Center (Lunan District First Kindergarten), China
| | - Xiufang Feng
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| | - Wenhan Li
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| | - Tao Li
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| | - Peilin Chen
- Department of Urology, Tangshan Gongren Hospital, 27 Wenhua Road, Tangshan, 063000, Hebei, China
| |
Collapse
|
24
|
Chaparro JMO, Nieva-Posso DA, García-Perdomo HA. Comprehensive assessment in uro-oncologic geriatric patients: interdisciplinary management to improve survival. Int Urol Nephrol 2024:10.1007/s11255-024-04254-8. [PMID: 39470939 DOI: 10.1007/s11255-024-04254-8] [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: 09/05/2024] [Accepted: 10/18/2024] [Indexed: 11/01/2024]
Abstract
Urological cancers represent 13.1% of cancer cases in the world, with a mean age of diagnosis of 67 years, making it a geriatric disease. The lack of participation and evaluation of treatments by the geriatric oncologic population has made their mortality rate higher than that of other oncologic population groups, urologic cancers being no exception. The comprehensive management of older people with urological cancers is a bet that is presented to improve the quality of life and survival of this group. Managing elements such as nutritional, physical, cognitive, psychosocial, and sexual status improves the chances of adherence and treatment, contributing significantly to improving the quality of life. The integrated management of the geriatric oncology population has brought positive effects on quality of life, enhancing levels of depression and anxiety and also allowing the classification of oncology patients based on other criteria in addition to their chronologic age, contributing to the management of specialized treatments that have allowed the implementation of more specific interventions with better results.
Collapse
Affiliation(s)
| | - Daniel Andrés Nieva-Posso
- UROGIV. Group Research. School of Medicine, Universidad del Valle, Calle 4 B # 36-00, Cali, Colombia
| | - Herney Andrés García-Perdomo
- UROGIV. Group Research. School of Medicine, Universidad del Valle, Calle 4 B # 36-00, Cali, Colombia.
- Division of Urology/Uro-Oncology. Department of Surgery. School of Medicine, Universidad del Valle, Cali, Colombia.
| |
Collapse
|
25
|
Chen Y, Wu Z, Cen K, Guo Y, Jiang J. Development and verification of a novel risk model related to ubiquitination linked with prognosis and therapeutic response in clear cell renal cell carcinoma. Sci Rep 2024; 14:25651. [PMID: 39463392 PMCID: PMC11514285 DOI: 10.1038/s41598-024-75948-3] [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: 05/26/2024] [Accepted: 10/09/2024] [Indexed: 10/29/2024] Open
Abstract
Increasing evidence highlights the important role of ubiquitination in cancer. The objective of our study is to establish a reliable marker for predicting clinical outcomes and treatment responses in patients with clear cell renal cell carcinoma (ccRCC) using genes related to ubiquitination (URGs). The URGs subtypes were identified using consensus clustering based on TCGA-KIRC, and a signature containing the prognostic differentially expressed genes of the subtypes was determined using LASSO and Cox regression analysis. To demonstrate the strength of the signature, verification analyses were performed on both E-MTAB-1980 and TCGA-KIRC test datasets. We developed a nomogram to enhance the effectiveness of our predictive tool. Risk genes expression was determined through RT-qPCR. Six genes were combined to create the URGs signature, which had a highly correlated with patient prognosis in patients with ccRCC. A nomogram was developed based on the URGs signature and clinicopathological characteristics. We found that the predictive power was substantially greater than the other individual predictors. Moreover, the study on the immune microenvironment revealed significant variations in the levels of immune cells and the expression of immune checkpoint genes among the groups categorized as high-risk and low-risk. Furthermore, it was found that immunotherapy yielded better outcomes in cohorts with low risk. The URGs signature might serve as a novel and powerful prognosis biomarker and offer a momentous reference for individualized treatment for patients in ccRCC.
Collapse
Affiliation(s)
- Yingzhi Chen
- Department of Urology, The First Affiliated Hospital of Ningbo University, Ningbo, 315000, China
| | - Zhixuan Wu
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Kenan Cen
- Department of Urology, The First Affiliated Hospital of Ningbo University, Ningbo, 315000, China
| | - Yangyang Guo
- Department of Urology, The First Affiliated Hospital of Ningbo University, Ningbo, 315000, China
| | - Junhui Jiang
- Department of Urology, The First Affiliated Hospital of Ningbo University, Ningbo, 315000, China.
| |
Collapse
|
26
|
Xu Z, Liu L, Jiang W, Qiu Y, Zhang B, Cheng J, Luo J, Guo J, Xu J. VHL missense mutation delineate aggressive clear cell renal cell carcinoma subtype with favorable immunotherapeutic response. J Immunother Cancer 2024; 12:e009963. [PMID: 39448203 PMCID: PMC11499804 DOI: 10.1136/jitc-2024-009963] [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: 06/27/2024] [Accepted: 10/02/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND von Hippel-Lindau (VHL) harbors the highest mutational frequency in clear cell renal cell carcinoma (ccRCC). Although VHL mutational subtypes exert diverse impacts on the functionality of the VHL protein, the clinical significance of VHL mutational heterogeneity remains largely obscure. METHODS This study included a total of 1331 patients with ccRCC from localized data sets, including our localized Zhongshan Hospital (ZSHS) cohort (n=1270) and Zhongshan immune checkpoint blockade cohort (n=61), as well as 525 patients with ccRCC from two publicly available data sets with matched clinical annotation and multidimensional data. According to the putative biological effect, we subclassified VHL mutation into VHL Trunc and VHL Miss. The association of VHL status with clinical outcomes, genomic, oncogenic and immunologic characteristics was further depicted. RESULTS VHL Miss ccRCC was associated with reduced survival in the localized ZSHS and The Cancer Genome Atlas cohorts. Clinical benefit from immunotherapy was observed in VHL Miss patients in all immunotherapy cohorts. VHL Miss ccRCC exhibited hyper-activated cell cycle and nuclear factor kappa B (NF-κB) instead of canonical hypoxia inducible factor pathways, which might contribute to its proliferative morphology. Meanwhile, VHL Miss ccRCC featured an inflamed microenvironment with enriched tertiary lymphoid structures. CONCLUSIONS VHL Miss mutations delineate an aggressive ccRCC subtype with distinct clinical outcomes, likely attributed to its specific oncogenic, morphologic and immunologic features.
Collapse
Affiliation(s)
- Ziyang Xu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Li Liu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenbin Jiang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Youqi Qiu
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Boyu Zhang
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiangting Cheng
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiyan Luo
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jianming Guo
- Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiejie Xu
- NHC Key Laboratory of Glycoconjugate Research, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| |
Collapse
|
27
|
Zhou Z, Chen X, Wang H, Ding L, Wang M, Li G, Xia L. WTAP-dependent N6-methyladenosine methylation of lncRNA TEX41 promotes renal cell carcinoma progression. Sci Rep 2024; 14:24742. [PMID: 39433619 PMCID: PMC11494115 DOI: 10.1038/s41598-024-76326-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 10/14/2024] [Indexed: 10/23/2024] Open
Abstract
The methyltransferase Wilms' tumor 1-associated protein (WTAP) has been reported to be dysregulated in various tumors. However, its role in renal cell carcinoma (RCC) remains elusive. Here, we explored whether WTAP was upregulated in RCC specimens compared to normal tissues. Functionally, WTAP promoted RCC cell proliferation and metastasis in vivo and in vitro. Mechanistically, WTAP act as an N6-methyladenosine transferase to regulate the m6A modification of long noncoding RNA TEX41. Then, the upregulated m6A modification destabilized TEX41 in a YTHDF2-dependent manner. Furthermore, TEX41 interacted with the SUZ12 protein and increased the histone methyltransferase activity of SUZ12, resulting in HDAC1 silencing. Totally, our study demonstrated the oncogenic the role of WTAP/TEX41/SUZ12/HDAC1 axis in RCC progression.
Collapse
Affiliation(s)
- Zhenwei Zhou
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Xianjiong Chen
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Huan Wang
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Lifeng Ding
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Mingchao Wang
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Gonghui Li
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China.
| | - Liqun Xia
- Department of Urology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China.
| |
Collapse
|
28
|
Zhu YL, Zhou CH, Kong FC, Liu XL, Wang XG, Chen J, Huang YH. A rare metachronous primary clear cell renal cell carcinoma and pancreatic ductal adenocarcinoma: case report and literature review. Am J Transl Res 2024; 16:5743-5748. [PMID: 39544741 PMCID: PMC11558432 DOI: 10.62347/dvrs3715] [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: 12/05/2023] [Accepted: 08/24/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND Metastatic spread to the pancreas from renal cell carcinoma is a relatively rare event. Even rarer is the metachronous occurrence of clear cell renal cell carcinoma (ccRCC) and pancreatic ductal adenocarcinoma (PDAC). Our case report contributes to the existing literature by documenting the unusual occurrence of metachronous ccRCC and PDAC in a 69-year-old patient, and we review the literature.
Collapse
Affiliation(s)
- Ye-Li Zhu
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Chun-Hui Zhou
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Fan-Chuang Kong
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Xiao-Lin Liu
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Xiao-Guang Wang
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Jing Chen
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| | - Yan-Hua Huang
- Department of General Surgery, The Second Affiliated Hospital of Jiaxing University Jiaxing 314000, Zhejiang, China
| |
Collapse
|
29
|
Garza A, Rodriguez MV, Alonzo D. Debulking of a Sarcomatoid Renal Cell Carcinoma: An Unusual Clinical Presentation. Cureus 2024; 16:e71935. [PMID: 39564030 PMCID: PMC11576068 DOI: 10.7759/cureus.71935] [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: 10/19/2024] [Indexed: 11/21/2024] Open
Abstract
Sarcomatoid renal cell carcinoma (sRCC) is a form of renal cancer known for its aggressiveness and poor prognosis. This report presents the case of a 65-year-old male with an unusual presentation of sRCC. The patient presented with worsening kidney function, flank pain, hematuria, fatigue, and weight loss. Imaging revealed a large, heterogeneous renal mass with evidence of invasion into surrounding structures and lymph nodes. The patient underwent a radical nephrectomy, with the removal of affected structures en bloc, followed by radiation and adjunctive chemotherapy with pembrolizumab. This report discusses challenges in diagnosing sRCC, treatment options, and emerging therapies such as checkpoint inhibitors.
Collapse
Affiliation(s)
- Alexis Garza
- Department of Urology, Doctor's Hospital at Renaissance Health, Edinburg, USA
| | - Maria V Rodriguez
- Department of Urology, Doctor's Hospital at Renaissance Health, Edinburg, USA
| | - David Alonzo
- Department of Urology, Doctor's Hospital at Renaissance Health, Edinburg, USA
| |
Collapse
|
30
|
Chen Z, Yang J, Zhang W, Qian Y, Zhang N, Chen Z, Lu M, Ge L, Liu C, Tian X, Jia G, Ma L, Li B. Understanding m6A changes in chromophobe renal cell carcinoma and predicting patient outcomes survival. BMC Cancer 2024; 24:1187. [PMID: 39334021 PMCID: PMC11438101 DOI: 10.1186/s12885-024-12956-6] [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: 04/25/2024] [Accepted: 09/17/2024] [Indexed: 09/30/2024] Open
Abstract
N6-methyladenosine (m6A) is a prevalent mRNA modification known for its implications in various cancer types, yet its role in chromophobe renal cell carcinoma (chRCC) remains largely unexplored. In this study, we performed m6A-SEAL-seq and RNA-seq analyses on tissues from three chRCC subjects, aiming to uncover m6A alterations in chRCC. Our findings revealed reduced expression levels of four m6A regulators in chRCC tissues and highlighted differences in m6A levels compared to normal tissues. Furthermore, we identified specific genes and cancer-related pathways affected by these differences, including notable candidates like NOTCH1 and FGFR1, implicated in chRCC development. Additionally, we developed a predictive model based on the expression level of m6A associated genes, demonstrating promising prognostic capabilities for patient survival prediction. Overall, our study provides valuable insights into the role of m6A in chRCC and its potential as a prognostic indicator.
Collapse
Affiliation(s)
- Zhigang Chen
- Department of Urology, Beijing Haidian Hospital (Haidian Section of Peking University Third Hospital), Beijing, 100080, China
| | - Junbo Yang
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Wei Zhang
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Yang Qian
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Nan Zhang
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Zixin Chen
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Min Lu
- Department of Urology, Peking University Third Hospital, Beijing, 100191, China
- Department of Pathology, Peking University Third Hospital, Beijing, 100191, China
| | - Liyuan Ge
- Department of Urology, Peking University Third Hospital, Beijing, 100191, China
| | - Cheng Liu
- Department of Urology, Peking University Third Hospital, Beijing, 100191, China
| | - Xiaojun Tian
- Department of Urology, Peking University Third Hospital, Beijing, 100191, China
| | - Guifang Jia
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China.
| | - Lulin Ma
- Department of Urology, Peking University Third Hospital, Beijing, 100191, China.
| | - Baoguo Li
- Department of Urology, Beijing Haidian Hospital (Haidian Section of Peking University Third Hospital), Beijing, 100080, China.
| |
Collapse
|
31
|
Sokouti B. A systematic investigation of clear cell renal cell carcinoma using meta-analysis and systems biology approaches. Mol Genet Genomics 2024; 299:87. [PMID: 39283494 DOI: 10.1007/s00438-024-02180-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 09/01/2024] [Indexed: 11/03/2024]
Abstract
Renal cell carcinoma with clear cells (ccRCC) is the most frequent kind; it accounts for almost 70% of all kidney cancers. A primary objective of current research was to find genes that may be used in ccRCC gene therapy to understand better the molecular pathways underlying the disease. Based on PubMed microarray searches and meta-analyses, we compared overall survival and recurrence-free survival rates in ccRCC patients with those in healthy samples. The technique was followed by a KEGG pathway and Gene Ontology (GO) function analyses, both performed in conjunction with the approach. Tumor immune estimate and multi-gene biomarkers validation for clinical outcomes were performed at the molecular and clinical cohort levels. Our analysis included fourteen GEO datasets based on inclusion and exclusion criteria. A meta-analysis procedure, network construction using PPIs, and four significant gene identification standard algorithms indicated that 11 genes had the most important differences. Ten genes were upregulated, and one was downregulated in the study. In order to analyze RFS and OS survival rates, 11 genes expressed in the GEPIA2 database were examined. Nearly nine of eleven significant genes have been found to beinvolved in tumor immunity. Furthermore, it was found that mRNA expression levels of these genes were significantly correlated with experimental literature studies on ccRCCs, which explained these findings. This study identified eleven gene panels associated with ccRCC growth and metastasis, as well as their immune system infiltration.
Collapse
Affiliation(s)
- Babak Sokouti
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
32
|
Ran L, Zhao Q, Hu G, Zhang C. The overexpression of IL2RB indicates poor prognosis in renal clear cell carcinoma. Asian J Surg 2024:S1015-9584(24)02097-9. [PMID: 39278743 DOI: 10.1016/j.asjsur.2024.09.053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 09/05/2024] [Indexed: 09/18/2024] Open
Affiliation(s)
- Lingxiang Ran
- Department of Urology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215004, China; Department of Urology, Peking University First Hospital, Beijing, China; Institute of Urology, Peking University, Beijing, China; Department of Andrology, Peking University First Hospital, Beijing, China.
| | - Qiancheng Zhao
- Department of Urology, Peking University First Hospital, Beijing, China; Institute of Urology, Peking University, Beijing, China; Department of Andrology, Peking University First Hospital, Beijing, China
| | - Guangmo Hu
- Department of Urology, The First People's Hospital of Hefei, Hefei, Anhui, 230041, China
| | - Chao Zhang
- Department of Urology, The First People's Hospital of Hefei, Hefei, Anhui, 230041, China.
| |
Collapse
|
33
|
Huang S, Hu J, Hu M, Hou Y, Zhang B, Liu J, Liu X, Chen Z, Wang L. Cooperation between SIX1 and DHX9 transcriptionally regulates integrin-focal adhesion signaling mediated metastasis and sunitinib resistance in KIRC. Oncogene 2024; 43:2951-2969. [PMID: 39174859 DOI: 10.1038/s41388-024-03126-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 08/02/2024] [Accepted: 08/06/2024] [Indexed: 08/24/2024]
Abstract
High invasive capacity and acquired tyrosine kinase inhibitors (TKI) resistance of kidney renal clear cell carcinoma (KIRC) cells remain obstacles to prolonging the survival time of patients with advanced KIRC. In the present study, we reported that sine oculis homeobox 1 (SIX1) was upregulated in sunitinib-resistant KIRC cells and metastatic KIRC tissues. Subsequently, we found that SIX1 mediated metastasis and sunitinib resistance via Focal adhesion (FA) signaling, and knockdown of SIX1 enhanced the antitumor efficiency of sunitinib in KIRC. Mechanistically, Integrin subunit beta 1 (ITGB1), an upstream gene of FA signaling, was a direct transcriptional target of SIX1. In addition, we showed that DExH-box helicase 9 (DHX9) was an important mediator for SIX1-induced ITGB1 transcription, and silencing the subunits of SIX1/DHX9 complex significantly reduced transcription of ITGB1. Downregulation of SIX1 attenuated nuclear translocation of DHX9 and abrogated the binding of DHX9 to ITGB1 promoter. Collectively, our results unveiled a new signal axis SIX1/ITGB1/FAK in KIRC and identified a novel therapeutic strategy for metastatic KIRC patients.
Collapse
Affiliation(s)
- Shiyu Huang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Central Laboratory, Renmin Hospital of Wuhan University, 430060, Wuhan, Hubei, China
| | - Juncheng Hu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Min Hu
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Yanguang Hou
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Banghua Zhang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Hubei Key Laboratory of Digestive System Disease, Wuhan, 430060, China
| | - Jiachen Liu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China
| | - Xiuheng Liu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| | - Zhiyuan Chen
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| | - Lei Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
- Institute of Urologic Disease, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei, China.
| |
Collapse
|
34
|
Zheng M, Zhang S, Zhou J, Lin M, Liao Y. ACAT1 suppresses clear cell renal cell carcinoma progression by AMPK mediated fatty acid metabolism. Transl Oncol 2024; 47:102043. [PMID: 38909457 PMCID: PMC11254840 DOI: 10.1016/j.tranon.2024.102043] [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: 02/05/2024] [Revised: 05/30/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024] Open
Abstract
Renal cell carcinoma (RCC) stands as a prevalent malignancy within urological pathology, exhibiting a noteworthy escalation in its incidence. Despite being a mitochondrial enzyme, the precise role of Acetyl-CoA Acetyltransferase 1 (ACAT1) in RCC remains elusive. In this investigation, we employed bioinformatics methodologies to assess the expression patterns and prognostic significance across various RCC subtypes, encompassing clear cell renal cell carcinoma (ccRCC), papillary cell carcinoma, and chromophobe cell carcinoma. Our findings unveil a close correlation between ACAT1 expression and the prognostic implications specifically within ccRCC. Through both in vitro and in vivo overexpression studies, we delineated the functional and mechanistic facets of ACAT1 in impeding the progression of ccRCC. Our results unequivocally demonstrated that ACAT1 overexpression markedly curtailed proliferation, invasion, and metastasis of ccRCC cells in both in vivo models and cell cultures. Mechanistically, ACAT1's inhibitory effect on the AMPK signaling pathway orchestrated a regulatory role in modulating fatty acid metabolism, thereby effectively restraining the advancement of ccRCC. Collectively, our findings underscore ACAT1 as a pivotal tumor suppressor, instrumental in curtailing the proliferation, migration, and invasion of ccRCC by governing fatty acid metabolism through the AMPK signaling pathway. These insights posit ACAT1 as a potential predictive biomarker and therapeutic target warranting further exploration in RCC management.
Collapse
Affiliation(s)
- Ming Zheng
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Shenghu Zhang
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Jiajie Zhou
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Ming Lin
- Department of Urology, Renmin hospital of Wuhan university, Wuhan, 430060, China
| | - Yixiang Liao
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China.
| |
Collapse
|
35
|
Ma W, Ge Q, Guan Y, Zhang L, Huang L, Chen L, Xu W, Meng J, Yang G, Liang C. Integrated analysis of histone modification features in clear cell renal cancer for risk stratification and therapeutic prediction. Transl Oncol 2024; 47:102042. [PMID: 38924847 PMCID: PMC11259817 DOI: 10.1016/j.tranon.2024.102042] [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: 12/14/2023] [Revised: 05/24/2024] [Accepted: 06/20/2024] [Indexed: 06/28/2024] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is a common urological malignancy that is involved in tumor genesis and development. However, few studies have focused on the predictive role of the global histone modification status in ccRCC. A total of 621 patients with complete transcript information and corresponding clinical profiles were obtained from TCGA-KIRC, GSE22541, and EMTAB3267 cohorts. A total of 122 histone modification relevant pathways were derived from MSigDB, and their activation status was quantified using GSVA. Differentially expressed genes (DEGs) were identified and filtrated using univariate Cox regression analysis. The signature was built relied on the least absolute shrinkage and selection operator (LASSO) regression analysis, and evaluated from survival difference, chemotherapy response, and activated pathways. A novel nomogram was established to quantify the probability of death in different patients. Seven risky and fifty-eight protective genes were used in LASSO analysis, and six genes were used to build the histone modification gene (HiMG) signature, which showed significant independent prognostic potential in all three cohorts. The nomogram showed acceptable incremental predictions. CKS2 (p = 0.004) and PD1 (p = 0.002) expression were significantly higher in grade 3 ccRCC than in grades 1-2. CKS2 siRNA in renal cancer cells caused reductions in cellular proliferation, migration, and invasion. Patients with low HiMG may be potential responders to rapamycin, erlotinib and FH535, while AZD6482 and CHIR-99,021 may be more suitable for patients with high HiMG levels. ccRCC histone modification distribution and a clinical signature for prognosis prediction, clinical decision making, and molecular mechanism exploration, were established for risk stratification and personalized treatments.
Collapse
Affiliation(s)
- Wenming Ma
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Qintao Ge
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Yu Guan
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Li Zhang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Liqun Huang
- Department of Urology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, PR China
| | - Lei Chen
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Wenlong Xu
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China
| | - Jialin Meng
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China.
| | - Guosheng Yang
- Department of Urology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, 200120, PR China.
| | - Chaozhao Liang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China; Institute of Urology, Anhui Medical University, Hefei, 230022, PR China; Anhui Province Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, 230022, PR China.
| |
Collapse
|
36
|
Ezaki A, Yano H, Pan C, Fujiwara Y, Anami T, Ibe Y, Motoshima T, Yatsuda J, Esumi S, Miura Y, Kamba T, Komohara Y. Potential protumor function of CD74 in clear cell renal cell carcinoma. Hum Cell 2024; 37:1535-1543. [PMID: 39080216 DOI: 10.1007/s13577-024-01110-w] [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: 03/12/2024] [Accepted: 07/22/2024] [Indexed: 08/23/2024]
Abstract
CD74 is a transmembrane protein that functions as a specialized chaperone of HLA class II and CD74 in tumor cells was suggested to be involved in cell proliferation in several kinds of malignant tumors. CD74 is also known to be expressed in macrophages, therefore, we investigated the CD74 expression in clear cell renal cell carcinoma (ccRCC). Immunohistochemistry of CD74 indicated that CD74 was expressed not only in cancer cells but also macrophages. CD74 was detected in surface membrane and cytoplasm of cancer cells in 92 of 94 cases (98%) and of 87 of 94 cases (93%). CD74 was expressed both in cancer cells and TAMs in 86 of 94 cases (91%). In vitro studies using cancer cell lines and monocyte-derived macrophages stimulated by anti-CD74 antibodies showed that CD74 signal accelerated cancer cell proliferation and macrophage activation. However, macrophage activation via CD74 signal did not influence macrophage-mediated cancer cell growth. RNA-sequence of macrophages stimulated by anti-CD74 antibodies indicated that CD74 signal was associated to inflammatory responses in macrophages. In conclusion, we examined the expression and functional significance of CD74 in ccRCC using tissue specimens and cell culture studies. The function of CD74 was suggested to be different in cancer cells and in macrophages, and further studies are necessary to clarify the functional significance of CD74 in ccRCC.
Collapse
MESH Headings
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/metabolism
- Humans
- Kidney Neoplasms/pathology
- Kidney Neoplasms/genetics
- Kidney Neoplasms/metabolism
- Antigens, Differentiation, B-Lymphocyte/metabolism
- Antigens, Differentiation, B-Lymphocyte/genetics
- Antigens, Differentiation, B-Lymphocyte/physiology
- Cell Proliferation/genetics
- Histocompatibility Antigens Class II/metabolism
- Macrophages/metabolism
- Macrophages/immunology
- Cell Line, Tumor
- Macrophage Activation/genetics
- Gene Expression/genetics
Collapse
Affiliation(s)
- Ayano Ezaki
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
| | - Hiromu Yano
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
| | - Cheng Pan
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
| | - Yukio Fujiwara
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
| | - Toshiki Anami
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
- Department of Urology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuki Ibe
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
- Department of Urology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Takanobu Motoshima
- Department of Urology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Junji Yatsuda
- Department of Urology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shigeyuki Esumi
- Department of Anatomy and Neurobiology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuji Miura
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan
- Department of Medical Oncology, Toranomon Hospital, Tokyo, Japan
| | - Tomomi Kamba
- Department of Urology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yoshihiro Komohara
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, 1-1-1, Honjo, Kumamoto Chuo-Ku, Kumamoto, 860-8556, Japan.
- Center for Metabolic Regulation of Healthy Aging, Kumamoto University, Kumamoto, Japan.
| |
Collapse
|
37
|
Hu S, Zhang X, Xin H, Guo M, Xiao Y, Chang Z, Luo Q, Li Y, Zhu C. Identification of PI3K-AKT Pathway-Related Genes and Construction of Prognostic Prediction Model for ccRCC. Cancer Rep (Hoboken) 2024; 7:e70010. [PMID: 39233640 PMCID: PMC11375326 DOI: 10.1002/cnr2.70010] [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: 03/03/2024] [Revised: 07/23/2024] [Accepted: 08/10/2024] [Indexed: 09/06/2024] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC), the predominate histological type of renal cell carcinoma (RCC), has been extensively studied, with poor prognosis as the stage increases. Research findings consistently indicated that the PI3K-Akt pathway is commonly dysregulated across various cancer types, including ccRCC. Targeting the PI3K-Akt pathway held promise as a potential therapeutic approach for treating ccRCC. Development and validation of PI3K-Akt pathway-related genes related biomarkers can enhance healthcare management of patients with ccRCC. PURPOSE This study aimed to identify the key genes in the PI3K-Akt pathway associated with the diagnosis and prognosis of CCRCC using data mining from the Cancer Genome Atlas (TCGA) and Gene Expression Synthesis (GEO) datasets. METHODS The purpose of this study is to use bioinformatics methods to screen data sets and clinicopathological characteristics associated with ccRCC patients. The exhibited significantly differential expressed genes (DEGs) associated with the PI3K-Akt pathway were examined by KEGG. In addition, Kaplan-Meier (KM) analysis used to estimate the survival function of the differential genes by using the UALCAN database and graphPad Prism 9.0. And exploring the association between the expression levels of the selected genes and the survival status and time of patients with ccRCC based on SPSS22.0. Finally, a multigene prognostic model was constructed to assess the prognostic risk of ccRCC patients. RESULTS A total of 911 genes with common highly expressed were selected based on the GEO and TCGA databases. According to the KEGG pathway analysis, there were 42 genes enriched in PI3K-Akt signalling pathway. And seven of highly expressed genes were linked to a poor prognosis in ccRCC. And a multigene prognostic model was established based on IL2RG, EFNA3, and MTCP1 synergistic expression might be utilized to predict the survival of ccRCC patients. CONCLUSIONS Three PI3K-Akt pathway-related genes may be helpful to identify the prognosis and molecular characteristics of ccRCC patients and to improve therapeutic regimens, and these risk characteristics might be further applied in the clinic.
Collapse
Affiliation(s)
- Shaowen Hu
- Department of Urinary SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Xiaoli Zhang
- Department of Urinary SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Huiru Xin
- Department of Thoracic and Cardiovascular SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Mingjie Guo
- Department of Thoracic and Cardiovascular SurgeryThe First Affiliated Hospital of Henan UniversityKaifengChina
| | - Yafei Xiao
- Gastrointestinal Surgery, Huaihe Hospital of Henan UniversityKaifengChina
| | - Zhongwei Chang
- Gastrointestinal Surgery, Huaihe Hospital of Henan UniversityKaifengChina
| | - Qingyang Luo
- Department of Urinary SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Yang Li
- Department of Urinary SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| | - Chaoyang Zhu
- Department of Urinary SurgeryHuaihe Hospital of Henan UniversityKaifengChina
| |
Collapse
|
38
|
Wang C, Zhang X, Zhu S, Hu B, Deng Z, Feng H, Liu B, Luan Y, Liu Z, Wang S, Liu J, Wang T, Wu Y. Prediction of clear cell renal cell carcinoma prognosis based on an immunogenomic landscape analysis. Heliyon 2024; 10:e36156. [PMID: 39247280 PMCID: PMC11379575 DOI: 10.1016/j.heliyon.2024.e36156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/02/2024] [Accepted: 08/11/2024] [Indexed: 09/10/2024] Open
Abstract
Immune cell infiltration and tumor-related immune molecules play key roles in tumorigenesis and tumor progression. The influence of immune interactions on the molecular characteristics and prognosis of clear cell renal cell carcinoma (ccRCC) remains unclear. A machine learning algorithm was applied to the transcriptome data from The Cancer Genome Atlas database to determine the immunophenotypic and immunological characteristics of ccRCC patients. These algorithms included single-sample gene set enrichment analyses and cell type identification. Using bioinformatics techniques, we examined the prognostic potential and regulatory networks of immune-related genes (IRGs) involved in ccRCC immune interactions. Fifteen IRGs (CCL7, CHGA, CMA1, CRABP2, IFNE, ISG15, NPR3, PDIA2, PGLYRP2, PLA2G2A, SAA1, TEK, TGFA, TNFSF14, and UCN2) were identified as prognostic IRGs associated with overall survival and were used to construct a prognostic model. The area under the receiver operating characteristic curve at 1 year was 0.927; 3 years, 0.822; and 5 years, 0.717, indicating good predictive accuracy. Molecular regulatory networks were found to govern immune interactions in ccRCC. Additionally, we developed a nomogram containing the model and clinical characteristics with high prognostic potential. By systematically examining the sophisticated regulatory mechanisms, molecular characteristics, and prognostic potential of ccRCC immune interactions, we provided an important framework for understanding the molecular mechanisms of ccRCC and identifying new prognostic markers and therapeutic targets for future research.
Collapse
Affiliation(s)
- Chengwei Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Xi Zhang
- The First Clinical Medical College of Anhui Medical University, Hefei, 230001, Anhui, China
| | - Shiqing Zhu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Bintao Hu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Zhiyao Deng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Huan Feng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Yang Luan
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Zhuo Liu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Shaogang Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Jihong Liu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
| | - Tao Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, Guangdong, China
| | - Yue Wu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, Hubei, China
- Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, Guangdong, China
| |
Collapse
|
39
|
Jiang M, Wu S, Xie K, Zhou G, Zhou W, Bao P. The significance of ferroptosis in renal diseases and its therapeutic potential. Heliyon 2024; 10:e35882. [PMID: 39220983 PMCID: PMC11363859 DOI: 10.1016/j.heliyon.2024.e35882] [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: 01/13/2024] [Revised: 04/04/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Kidney diseases are significant global public health concern, with increasing prevalence and substantial economic impact. Developing novel therapeutic approaches are essential for delaying disease progression and improving patient quality of life. Cell death signifying the termination of cellular life, could facilitate appropriate bodily development and internal homeostasis. Recently, regulated cell death (RCD) forms such as ferroptosis, characterized by iron-dependent lipid peroxidation, has garnered attention in diverse renal diseases and other pathological conditions. This review offers a comprehensive examination of ferroptosis, encompassing an analysis of the involvement of iron and lipid metabolism, the System Xc - /glutathione/glutathione peroxidase 4 signaling, and additional associated pathways. Meanwhile, the review delves into the potential of targeting ferroptosis as a therapeutic approach in the management of acute kidney injury (AKI), chronic kidney disease (CKD), diabetic nephropathy, and renal tumors. Furthermore, it emphasizes the significance of ferroptosis in the transition from AKI to CKD and further accentuates the potential for repurposing drug and utilizing traditional medicine in targeting ferroptosis-related pathways for clinical applications. The integrated review provides valuable insights into the role of ferroptosis in kidney diseases and highlights the potential for targeting ferroptosis as a therapeutic strategy.
Collapse
Affiliation(s)
- Mingzhu Jiang
- The Yangzhou Clinical Medical College of Xuzhou Medical University, Yangzhou, China
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Shujun Wu
- The Yangzhou School of Clinical Medicine of Dalian Medical University, Yangzhou, China
| | - Kun Xie
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Gang Zhou
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Wei Zhou
- Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, National Children's Regional Medical Center, Hangzhou, China
| | - Ping Bao
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| |
Collapse
|
40
|
Wu X, Fan R, Zhang Y, Duan C, Yao X, Liu K, Lin D, Chen Z. The role of BUD31 in clear cell renal cell carcinoma: prognostic significance, alternative splicing, and tumor immune environment. Clin Exp Med 2024; 24:191. [PMID: 39136845 PMCID: PMC11322202 DOI: 10.1007/s10238-024-01451-8] [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: 06/26/2024] [Accepted: 07/26/2024] [Indexed: 08/16/2024]
Abstract
BUD31, a splicing factor, is linked to various cancers. This study examines BUD31's expression, prognostic value, mutation profile, genomic instability, tumor immune environment, and role in clear cell renal cell carcinoma (ccRCC), focusing on cell cycle regulation via alternative splicing. BUD31 expression was analyzed using TCGA and GTEx databases across 33 cancers. Techniques included IHC staining, survival analysis, Cox regression, and nomogram construction. Mutation landscape, genomic instability, and tumor immune microenvironment were evaluated. Functional assays on ccRCC cell lines involved BUD31 knockdown, RNA sequencing, and alternative splicing analysis. BUD31 was upregulated in multiple tumors, including ccRCC. High BUD31 expression correlated with worse survival outcomes and was identified as an independent predictor of poor prognosis in ccRCC. High BUD31 expression also correlated with increased genomic instability and a less active immune microenvironment. BUD31 knockdown inhibited cell proliferation, migration, and invasion in vitro and reduced tumor growth in vivo. RNA sequencing identified 390 alternative splicing events regulated by BUD31, including 17 cell cycle-related genes. KEGG analysis highlighted pathways involved in cell cycle regulation, indicating BUD31's role in promoting cell cycle progression through alternative splicing. BUD31 is upregulated in various tumors and is associated with poor outcomes, increased genomic instability, and a suppressed immune microenvironment in ccRCC. BUD31 promotes cell cycle progression via alternative splicing, suggesting it as a prognostic biomarker and potential therapeutic target in ccRCC.
Collapse
Affiliation(s)
- Xiaoliang Wu
- Department of Urology, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, 430000, Hubei, China
| | - Ruixin Fan
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China
| | - Yangjun Zhang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China
| | - Chen Duan
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China
| | - Xiangyang Yao
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China
| | - Kai Liu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430000, Hubei, China
| | - Dongxu Lin
- Department of Urology, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, 430000, Hubei, China
| | - Zhong Chen
- Department of Urology, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, 430000, Hubei, China.
| |
Collapse
|
41
|
Feng B, Su W, Guo X, Ding T, Duan Y, Hu L, Yu M. MDH2 regulates the sensitivity of clear cell renal cell carcinoma to ferroptosis through its interaction with FSP1. Cell Death Discov 2024; 10:363. [PMID: 39138167 PMCID: PMC11322664 DOI: 10.1038/s41420-024-02137-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 08/03/2024] [Accepted: 08/07/2024] [Indexed: 08/15/2024] Open
Abstract
Malate dehydrogenase 2 is a pivotal enzyme in the tricarboxylic acid cycle. Recent studies have highlighted the significant involvement of MDH2 in the pathogenesis and progression of diverse types of tumors, yet its precise mechanistic underpinnings remain elusive. This study revealed a significant decrease in MDH2 expression in renal cancer tissues. And knocking out MDH2 was observed to hinder the proliferation of normal renal tubular epithelial cells but notably enhance the proliferation of ccRCC. Furthermore, mechanistically, we found that MDH2 inhibits the proliferation of ccRCC by promoting ferroptosis, while enhancing the sensitivity of ccRCC to ferroptosis inducers, promoting lipid peroxidation. We also demonstrated that MDH2 regulates the ubiquitination of FSP1 through protein-protein interactions, leading to a decrease in FSP1 protein levels and maintaining high sensitivity of ccRCC to ferroptosis. In conclusion, our study demonstrates that the reduced MDH2 expression in ccRCC results in increased expression of FSP1, thereby reducing its sensitivity to ferroptosis. It unveils a non-metabolic role for the downregulation of MDH2 in ccRCC progression.
Collapse
Affiliation(s)
- Baijie Feng
- Fudan University Clinical Research Center for Cell-based Immunotherapy & Department of Oncology, Fudan University Pudong Medical Center, Shanghai, P. R. China
| | - Wei Su
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xianzhi Guo
- Fudan University Clinical Research Center for Cell-based Immunotherapy & Department of Oncology, Fudan University Pudong Medical Center, Shanghai, P. R. China
| | - Tingting Ding
- Fudan University Clinical Research Center for Cell-based Immunotherapy & Department of Oncology, Fudan University Pudong Medical Center, Shanghai, P. R. China
| | - Yingchun Duan
- Department of Gynecology and Obstetrics, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai, P. R. China
| | - Lina Hu
- Fudan University Clinical Research Center for Cell-based Immunotherapy & Department of Oncology, Fudan University Pudong Medical Center, Shanghai, P. R. China.
| | - Minghua Yu
- Fudan University Clinical Research Center for Cell-based Immunotherapy & Department of Oncology, Fudan University Pudong Medical Center, Shanghai, P. R. China.
| |
Collapse
|
42
|
Feng Q, Li Q, Zhou H, Wang Z, Lin C, Jiang Z, Liu T, Wang D. CRISPR technology in human diseases. MedComm (Beijing) 2024; 5:e672. [PMID: 39081515 PMCID: PMC11286548 DOI: 10.1002/mco2.672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 07/01/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024] Open
Abstract
Gene editing is a growing gene engineering technique that allows accurate editing of a broad spectrum of gene-regulated diseases to achieve curative treatment and also has the potential to be used as an adjunct to the conventional treatment of diseases. Gene editing technology, mainly based on clustered regularly interspaced palindromic repeats (CRISPR)-CRISPR-associated protein systems, which is capable of generating genetic modifications in somatic cells, provides a promising new strategy for gene therapy for a wide range of human diseases. Currently, gene editing technology shows great application prospects in a variety of human diseases, not only in therapeutic potential but also in the construction of animal models of human diseases. This paper describes the application of gene editing technology in hematological diseases, solid tumors, immune disorders, ophthalmological diseases, and metabolic diseases; focuses on the therapeutic strategies of gene editing technology in sickle cell disease; provides an overview of the role of gene editing technology in the construction of animal models of human diseases; and discusses the limitations of gene editing technology in the treatment of diseases, which is intended to provide an important reference for the applications of gene editing technology in the human disease.
Collapse
Affiliation(s)
- Qiang Feng
- Laboratory Animal CenterCollege of Animal ScienceJilin UniversityChangchunChina
- Research and Development CentreBaicheng Medical CollegeBaichengChina
| | - Qirong Li
- Laboratory Animal CenterCollege of Animal ScienceJilin UniversityChangchunChina
| | - Hengzong Zhou
- Laboratory Animal CenterCollege of Animal ScienceJilin UniversityChangchunChina
| | - Zhan Wang
- Laboratory Animal CenterCollege of Animal ScienceJilin UniversityChangchunChina
| | - Chao Lin
- School of Grain Science and TechnologyJilin Business and Technology CollegeChangchunChina
| | - Ziping Jiang
- Department of Hand and Foot SurgeryThe First Hospital of Jilin UniversityChangchunChina
| | - Tianjia Liu
- Research and Development CentreBaicheng Medical CollegeBaichengChina
| | - Dongxu Wang
- Laboratory Animal CenterCollege of Animal ScienceJilin UniversityChangchunChina
- Department of Hand and Foot SurgeryThe First Hospital of Jilin UniversityChangchunChina
| |
Collapse
|
43
|
Jiang A, Li J, He Z, Liu Y, Qiao K, Fang Y, Qu L, Luo P, Lin A, Wang L. Renal cancer: signaling pathways and advances in targeted therapies. MedComm (Beijing) 2024; 5:e676. [PMID: 39092291 PMCID: PMC11292401 DOI: 10.1002/mco2.676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 07/09/2024] [Accepted: 07/15/2024] [Indexed: 08/04/2024] Open
Abstract
Renal cancer is a highlyheterogeneous malignancy characterized by rising global incidence and mortalityrates. The complex interplay and dysregulation of multiple signaling pathways,including von Hippel-Lindau (VHL)/hypoxia-inducible factor (HIF), phosphoinositide 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR), Hippo-yes-associated protein (YAP), Wnt/ß-catenin, cyclic adenosine monophosphate (cAMP), and hepatocyte growth factor (HGF)/c-Met, contribute to theinitiation and progression of renal cancer. Although surgical resection is thestandard treatment for localized renal cancer, recurrence and metastasiscontinue to pose significant challenges. Advanced renal cancer is associatedwith a poor prognosis, and current therapies, such as targeted agents andimmunotherapies, have limitations. This review presents a comprehensiveoverview of the molecular mechanisms underlying aberrant signaling pathways inrenal cancer, emphasizing their intricate crosstalk and synergisticinteractions. We discuss recent advancements in targeted therapies, includingtyrosine kinase inhibitors, and immunotherapies, such as checkpoint inhibitors.Moreover, we underscore the importance of multiomics approaches and networkanalysis in elucidating the complex regulatory networks governing renal cancerpathogenesis. By integrating cutting-edge research and clinical insights, this review contributesto the development of innovative diagnostic and therapeutic strategies, whichhave the potential to improve risk stratification, precision medicine, andultimately, patient outcomes in renal cancer.
Collapse
Affiliation(s)
- Aimin Jiang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Jinxin Li
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Ziwei He
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Ying Liu
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Kun Qiao
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Yu Fang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| | - Le Qu
- Department of UrologyJinling HospitalAffiliated Hospital of Medical SchoolNanjing UniversityNanjingChina
| | - Peng Luo
- Department of OncologyZhujiang HospitalSouthern Medical UniversityGuangzhouGuangdongChina
| | - Anqi Lin
- Department of OncologyZhujiang HospitalSouthern Medical UniversityGuangzhouGuangdongChina
| | - Linhui Wang
- Department of UrologyChanghai HospitalNaval Medical UniversityShanghaiChina
| |
Collapse
|
44
|
Shi Y, Zhang J, Li J, He J, Wu S, Yu M, Yang D, Ju L. USP15, activated by TFAP4 transcriptionally, stabilizes SHC1 via deubiquitination and deteriorates renal cell carcinoma. Cancer Sci 2024; 115:2617-2629. [PMID: 38847328 PMCID: PMC11309934 DOI: 10.1111/cas.16237] [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] [Revised: 04/29/2024] [Accepted: 05/23/2024] [Indexed: 08/10/2024] Open
Abstract
Ubiquitin-specific peptidase 15 (USP15), a critical deubiquitinating enzyme, has been demonstrated to improve substrate stabilization by hydrolyzing the bond between the substrate and ubiquitin, and is implicated in multiple carcinogenic processes. Prompted by the information cited from The Cancer Genome Atlas (TCGA) database and the Cancer Proteogenomic Data Analysis Site (cProSite), USP15 is selectively overexpressed in clear cell renal cell carcinoma (ccRCC) samples. We aimed to investigate the function of USP15 on ccRCC malignant features, which was emphasized in its deubiquitination of SHC adaptor protein 1 (SHC1). The overexpression of USP15 promoted the capacity of proliferation, migration, and invasion in ccRCC CAKI1 and 769-P cells, and these malignant biological properties were diminished by USP15 deletion in 786-O cells. USP15 accelerated tumor growth and lung metastasis in vivo. In addition, deubiquitinase USP15 was further identified as a new protector for SHC1 from degradation by the ubiquitination pathway, the post-translational modification. In sequence, transcription factor activating enhancer binding protein 4 (TFAP4) was shown to be partly responsible for USP15 expression at the level of transcription, as manifested by the chromatin immunoprecipitation and pull-down assay. Based on the in vitro and in vivo data, we postulate that USP15 regulated by TFAP4 transcriptionally deteriorates ccRCC malignant biological properties via stabilizing SHC1 by deubiquitination.
Collapse
Affiliation(s)
- Yaxing Shi
- Department of UrologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Jing Zhang
- Department of Rheumatology and ImmunologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Jiaxing Li
- Department of UrologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Jieqian He
- Department of UrologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Si Wu
- Department of BiobankShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Miao Yu
- Department of BiobankShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Da Yang
- Department of UrologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| | - Lincheng Ju
- Department of UrologyShengjing Hospital of China Medical UniversityShenyangLiaoningChina
| |
Collapse
|
45
|
Xing Z, Cui L, Feng Y, Yang Y, He X. Exploring the prognostic implications of cuproptosis-associated alterations in clear cell renal cell carcinoma via in vitro experiments. Sci Rep 2024; 14:16935. [PMID: 39043799 PMCID: PMC11266406 DOI: 10.1038/s41598-024-67756-6] [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: 05/20/2024] [Accepted: 07/15/2024] [Indexed: 07/25/2024] Open
Abstract
This study investigated the impact of novel copper ionophores on the prognosis of clear cell renal cell carcinoma (ccRCC) and the tumor microenvironment (TME). The differential expression of 10 cuproptosis and 40 TME-pathway-related genes were measured in 531 tumor samples and 71 adjacent kidney samples in The Cancer Genome Atlas database. A risk score model was constructed with LASSO cox to predict the prognosis of ccRCC patients. Forest plot and function enrichment were used to study the biological function of the key genes in depth. The study found that the risk score model accurately predicted the prognosis of ccRCC patients. Patients with high scores had higher immune responses with a higher proportion of anti-tumor lymphocytes and a lower proportion of immunosuppressive M2-like macrophages. However, the high-score group also exhibited a higher proportion of T follicular helper cells and regulatory T cells. These results suggest that cuproptosis-based therapy may be worth further investigation for the treatment of ccRCC and TME. Subsequently, by using RNAi, we established the stable depletion models of FDX1 and PDHB in ccRCC cell lines 786-O and ACHN. Through CCK8, colony formation, and Transwell assays, we observed that the knockdown of FDX1 and PDHB could significantly reduce the capabilities of proliferation and migration in ccRCC cells. In conclusion, this study illuminates the potential effectiveness of copper ionophores in the treatment of ccRCC, with higher risk scores correlating with better TME immune responses. It sets the stage for future cuproptosis-based therapy research in ccRCC and other cancers, focusing on copper's role in TME.
Collapse
Affiliation(s)
- Zhaoyu Xing
- The Department of Urology, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China
| | - Li Cui
- The Department of Urology, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China
| | - Yuehua Feng
- The Department of Comprehensive Laboratory, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China
| | - Yang Yang
- The Department of Hepatobiliary Surgery, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China
| | - Xiaozhou He
- The Department of Urology, The Third Affiliated Hospital, Soochow University, Changzhou, Jiangsu Province, China.
| |
Collapse
|
46
|
Zhang H, Huang W, Chen M, Liu Y, Yan B, Mou S, Jiang W, Mei H. Research on molecular characteristics of ADME-related genes in kidney renal clear cell carcinoma. Sci Rep 2024; 14:16834. [PMID: 39039118 PMCID: PMC11263354 DOI: 10.1038/s41598-024-67516-6] [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: 02/17/2024] [Accepted: 07/11/2024] [Indexed: 07/24/2024] Open
Abstract
Genes involved in drug absorption, distribution, metabolism, and excretion (ADME) are named ADME genes. However, the comprehensive role of ADME genes in kidney renal clear cell carcinoma (KIRC) remains unclear. Using the clinical and gene expression data of KIRC patients downloaded from The Cancer Genome Atlas (TCGA), ArrayExpress, and the Gene Expression Omnibus (GEO) databases, we cluster patients into two patterns, and the population with a relatively poor prognosis demonstrated higher level of immunosuppressive cell infiltration and higher proportion of glycolytic subtypes. Then, 17 ADME genes combination identified through the least absolute shrinkage and selection operator algorithm (LASSO, 1000 times) was utilized to calculate the ADME score. The ADME score was found to be an independent predictor of prognosis in KIRC and to be tightly associated with the infiltration level of immune cells, metabolic properties, tumor-related signaling pathways, genetic variation, and responses to chemotherapeutics. Our work revealed the characteristics of ADME in KIRC. Assessing the ADME profiles of individual patients can deepen our comprehension of tumor microenvironment (TME) features in KIRC and can aid in developing more personalized and effective therapeutic strategies.
Collapse
Affiliation(s)
- Haiyu Zhang
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Department of Urology, Shantou University Medical College, Shantou, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Weisheng Huang
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Department of Urology, Shantou University Medical College, Shantou, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Mutong Chen
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Department of Urology, Shantou University Medical College, Shantou, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Yuhan Liu
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Bing Yan
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Shuanzhu Mou
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Wendong Jiang
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Hongbing Mei
- Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital, Shenzhen, China.
- Department of Urology, Shantou University Medical College, Shantou, China.
- Shenzhen Second People's Hospital, Clinical Medicine College of Anhui Medical University, Shenzhen, China.
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
- Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
| |
Collapse
|
47
|
Zhang Q, Ding L, Yan Y, Zhai Q, Guo Z, Li Y, Tang Z, Zang P, Ni C, Zhang S, Qian J, Han P, Li P, Shao P, Liang C, Li J. Decoding sunitinib resistance in ccRCC: Metabolic-reprogramming-induced ABAT and GABAergic system shifts. iScience 2024; 27:110415. [PMID: 39100925 PMCID: PMC11295714 DOI: 10.1016/j.isci.2024.110415] [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: 02/16/2024] [Revised: 05/13/2024] [Accepted: 06/27/2024] [Indexed: 08/06/2024] Open
Abstract
Sunitinib, a primary treatment for clear cell renal cell carcinoma (ccRCC), frequently encounters the challenge of resistance development. Metabolic reprogramming, a characteristic change in ccRCC, is likely linked to this resistance. Our research revealed a notable decrease in the expression of the key metabolic gene ABAT in ccRCC, which contributed to diminished sensitivity to sunitinib. Downregulation of ABAT led to an increase in the intracellular level of gamma-aminobutyric acid (GABA), triggering abnormal activation of the G-protein-coupled receptor GABA-B. This activation resulted in increased transactivation of the tyrosine kinase receptors SYK and LYN, thereby reducing the antitumor and antiangiogenic properties of sunitinib. However, the application of SYK and LYN inhibitors successfully inhibited this effect. The transactivation of SYK and LYN caused resistance to the antiangiogenic effects of sunitinib through the upregulation of PGF protein levels. Furthermore, the combined application of an LYN inhibitor with sunitinib has been shown to enhance therapeutic efficacy.
Collapse
Affiliation(s)
- Qian Zhang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Department of Urology, Jiangsu Taizhou People’s Hospital, Taizhou 225300, China
| | - Lei Ding
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ye Yan
- Department of Urology, Peking University Third Hospital, Haidian District, Beijing, People’s Republic of China
| | - Qidi Zhai
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhisheng Guo
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yibo Li
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhentao Tang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Pan Zang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chenbo Ni
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Shaobo Zhang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jian Qian
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Peng Han
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Pu Li
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Pengfei Shao
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chao Liang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jie Li
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
48
|
Zhu Z, Jin Y, Zhou J, Chen F, Chen M, Gao Z, Hu L, Xuan J, Li X, Song Z, Guo X. PD1/PD-L1 blockade in clear cell renal cell carcinoma: mechanistic insights, clinical efficacy, and future perspectives. Mol Cancer 2024; 23:146. [PMID: 39014460 PMCID: PMC11251344 DOI: 10.1186/s12943-024-02059-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 07/04/2024] [Indexed: 07/18/2024] Open
Abstract
The advent of PD1/PD-L1 inhibitors has significantly transformed the therapeutic landscape for clear cell renal cell carcinoma (ccRCC). This review provides an in-depth analysis of the biological functions and regulatory mechanisms of PD1 and PD-L1 in ccRCC, emphasizing their role in tumor immune evasion. We comprehensively evaluate the clinical efficacy and safety profiles of PD1/PD-L1 inhibitors, such as Nivolumab and Pembrolizumab, through a critical examination of recent clinical trial data. Furthermore, we discuss the challenges posed by resistance mechanisms to these therapies and potential strategies to overcome them. We also explores the synergistic potential of combination therapies, integrating PD1/PD-L1 inhibitors with other immunotherapies, targeted therapies, and conventional modalities such as chemotherapy and radiotherapy. In addition, we examine emerging predictive biomarkers for response to PD1/PD-L1 blockade and biomarkers indicative of resistance, providing a foundation for personalized therapeutic approaches. Finally, we outline future research directions, highlighting the need for novel therapeutic strategies, deeper mechanistic insights, and the development of individualized treatment regimens. Our work summarizes the latest knowledge and progress in this field, aiming to provide a valuable reference for improving clinical efficacy and guiding future research on the application of PD1/PD-L1 inhibitors in ccRCC.
Collapse
Affiliation(s)
- Zhaoyang Zhu
- Jiaxing University Master Degree Cultivation Base, Zhejiang Chinese Medical University, Hangzhou, 310000, Zhejiang, P.R. China
- Department of Urology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Yigang Jin
- Department of Urology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Jing Zhou
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Fei Chen
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Minjie Chen
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Zhaofeng Gao
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Lingyu Hu
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Jinyan Xuan
- Department of General Practice, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China
| | - Xiaoping Li
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China.
| | - Zhengwei Song
- Department of Surgery, the Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China.
| | - Xiao Guo
- Department of Urology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, 310000, Zhejiang, P.R. China.
| |
Collapse
|
49
|
Liu W, Liu Y, Chen S, Hui J, He S. AURKB promotes immunogenicity and immune infiltration in clear cell renal cell carcinoma. Discov Oncol 2024; 15:286. [PMID: 39014265 PMCID: PMC11252114 DOI: 10.1007/s12672-024-01141-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/02/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Chromatin regulators (CRs) are capable of causing epigenetic alterations, which are significant features of cancer. However, the function of CRs in controlling Clear Cell Renal Cell Carcinoma (ccRCC) is not well understood. This research aims to discover a CRs prognostic signature in ccRCC and to elucidate the roles of CRs-related genes in tumor microenvironment (TME). METHODS Expression profiles and relevant clinical annotations were retrieved from the Cancer Genome Atlas (TCGA) and UCSC Xena platform for progression-free survival (PFS) data. The R package "limma" was used to identify differentially expressed CRs. A predictive model based on five CRs was developed using LASSO-Cox analysis. The model's predictive power and applicability were validated using K-M curves, ROC curves, nomograms, comparisons with other models, stratified survival analyses, and validation with the ICGC cohort. GO and GSEA analyses were performed to investigate mechanisms differentiating low and high riskScore groups. Immunogenicity was assessed using Tumor Mutational Burden (TMB), immune cell infiltrations were inferred, and immunotherapy was evaluated using immunophenogram analysis and the expression patterns of human leukocyte antigen (HLA) and checkpoint genes. Differentially expressed CRs (DECRs) between low and high riskScore groups were identified using log2|FC|> 1 and FDR < 0.05. AURKB, one of the high-risk DECRs and a component of our prognostic model, was selected for further analysis. RESULTS We constructed a 5 CRs signature, which demonstrated a strong capacity to predict survival and greater applicability in ccRCC. Elevated immunogenicity and immune infiltration in the high riskScore group were associated with poor prognosis. Immunotherapy was more effective in the high riskScore group, and certain chemotherapy medications, including cisplatin, docetaxel, bleomycin, and axitinib, had lower IC50 values. Our research shows that AURKB is critical for the immunogenicity and immune infiltration of the high riskScore group. CONCLUSION Our study produced a reliable prognostic prediction model using only 5 CRs. We found that AURKB promotes immunogenicity and immune infiltration. This research provides crucial support for the development of prognostic biomarkers and treatment strategies for ccRCC.
Collapse
Affiliation(s)
- Weihao Liu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Ying Liu
- Department of Oncology, Huadu District People's Hospital of Guangzhou, Guangzhou, 510810, Guangdong, China
| | - Shisheng Chen
- Department of Urology, Dongguan Tungwah Hospital, Dongguan, 523110, Guangdong, China
| | - Jialiang Hui
- Department of Organ Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
| | - Shuhua He
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| |
Collapse
|
50
|
Tang JY, Yang L, Wu QJ, Yang Y, Su YY, Chen YR, Mu J. Circ-IP6K2 suppresses tumor progression by modulating the miR-1292-5p/CAMK2N1 signal in clear cell renal cell carcinoma. Funct Integr Genomics 2024; 24:122. [PMID: 38980439 DOI: 10.1007/s10142-024-01398-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 06/12/2024] [Accepted: 06/20/2024] [Indexed: 07/10/2024]
Abstract
Renal cell carcinoma (RCC) is a malignant tumor originating from the epithelial cells of the renal tubules. The clear cell RCC subtype is closely linked to a poor prognosis due to its rapid progression. Circular RNA (circRNA) is a novel class of regulatory RNA molecules that play a role in the development of ccRCC, although their functions have not been fully elucidated. In this study, we identified a significant downregulation of circ-IP6K2 in ccRCC tissues based on data from the GSE100186 dataset. The decreased expression of circ-IP6K2 correlated with the progression of TNM stage and histological grade, and was also associated with decreased overall survival rates in ccRCC patients. Moreover, our findings revealed that circ-IP6K2 expression suppressed proliferation, migration, and invasion capabilities in vitro, and inhibited xenograft growth in vivo. Mechanistically, circ-IP6K2 acted as a sponge for miR-1292-5p in ccRCC cells, which in turn targeted the 3'UTR of CAMK2N1, leading to a decrease in its expression. CAMK2N1 was identified as a tumor suppressor that negatively regulated the β-catenin/c-Myc oncogenic signaling pathway. Additionally, we confirmed a positive correlation between the expression of circ-IP6K2 and CAMK2N1 in ccRCC. Circ-IP6K2 functions to impede the progression of ccRCC by modulating the miR-1292-5p/CAMK2N1 axis. These findings shed new light on the molecular mechanisms driving ccRCC progression and suggest potential therapeutic targets for the treatment of ccRCC.
Collapse
Affiliation(s)
- Jian-Ying Tang
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China
| | - Lu Yang
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China
| | - Qing-Jian Wu
- Department of Urology, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China
| | - Ying Yang
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China
| | - Yuan-Yuan Su
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China
| | - Yi-Rong Chen
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China
| | - Jiao Mu
- Department of Nephrology, University-Town Hospital of Chongqing Medical University, No 55 road of University-Town, Shapingba District, Chongqing, 401331, P.R. China.
| |
Collapse
|