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Alhussaini AJ, Veluchamy A, Jawli A, Kernohan N, Tang B, Palmer CNA, Steele JD, Nabi G. Radiogenomics Pilot Study: Association Between Radiomics and Single Nucleotide Polymorphism-Based Microarray Copy Number Variation in Diagnosing Renal Oncocytoma and Chromophobe Renal Cell Carcinoma. Int J Mol Sci 2024; 25:12512. [PMID: 39684226 DOI: 10.3390/ijms252312512] [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: 10/28/2024] [Revised: 11/15/2024] [Accepted: 11/18/2024] [Indexed: 12/18/2024] Open
Abstract
RO and ChRCC are kidney tumours with overlapping characteristics, making differentiation between them challenging. The objective of this research is to create a radiogenomics map by correlating radiomic features to molecular phenotypes in ChRCC and RO, using resection as the gold standard. Fourteen patients (6 RO and 8 ChRCC) were included in the prospective study. A total of 1,875 radiomic features were extracted from CT scans, alongside 632 cytobands containing 16,303 genes from the genomic data. Feature selection algorithms applied to the radiomic features resulted in 13 key features. From the genomic data, 24 cytobands highly correlated with histology were selected and cross-correlated with the radiomic features. The analysis identified four radiomic features that were strongly associated with seven genomic features. These findings demonstrate the potential of integrating radiomic and genomic data to enhance the differential diagnosis of RO and ChRCC, paving the way for more precise and non-invasive diagnostic tools in clinical practice.
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Affiliation(s)
- Abeer J Alhussaini
- Division of Imaging Sciences and Technology, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
- Division of Neuroscience, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
- Department of Medical Imaging, Al-Amiri Hospital, Ministry of Health, Sulaibikhat, Kuwait City 13001, Kuwait
| | - Abirami Veluchamy
- Tayside Centre for Genomic Analysis, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - Adel Jawli
- Division of Imaging Sciences and Technology, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
- Department of Clinical Radiology, Sheikh Jaber Al-Ahmad Al-Sabah Hospital, Ministry of Health, Sulaibikhat, Kuwait City 13001, Kuwait
| | - Neil Kernohan
- Department of Pathology, Ninewells Hospital, Dundee DD9 1SY, UK
| | - Benjie Tang
- Surgical Skills Centre, Dundee Institute for Healthcare Simulation Respiratory Medicine and Gastroenterology, School of Medicine, Ninewells Hospital and Medical School, University of Dundee, Dundee DD1 9SY, UK
| | - Colin N A Palmer
- Division of Population Pharmacogenetics, Population Health and Genomics, Biomedical Research Centre, Ninewells Hospital and Medical School, University of Dundee, Dundee DD1 9SY, UK
| | - J Douglas Steele
- Division of Imaging Sciences and Technology, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
- Division of Neuroscience, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
| | - Ghulam Nabi
- Division of Imaging Sciences and Technology, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
- Division of Cancer Research, School of Medicine, Ninewells Hospital, University of Dundee, Dundee DD1 9SY, UK
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Kumar SS, Khandekar N, Dani K, Bhatt SR, Duddalwar V, D'Souza A. A Scoping Review of Population Diversity in the Common Genomic Aberrations of Clear Cell Renal Cell Carcinoma. Oncology 2024:1-10. [PMID: 39250899 DOI: 10.1159/000541370] [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: 02/21/2024] [Accepted: 08/27/2024] [Indexed: 09/11/2024]
Abstract
INTRODUCTION Previous literature has shown that clear cell renal cell carcinoma (ccRCC) is becoming a more prevalent diagnosis and that the incidence and mortality differ both regionally and racially. While the molecular profiles for ccRCC are studied regionally through biopsy and sequencing techniques, the genomic landscape and ccRCC diversity data are not well studied. We conducted a review of the known genomic data on 6 of the most clinically relevant DNA biomarkers in ccRCC: von Hippel-Lindau (vHL), Polybromo-1 (PBRM1), Breast Cancer Gene 1-Associated Protein 1 (BAP1), Histone-Lysine N-Methyltransferase Domain-Containing 2 (SETD2), Mammalian Target of Rapamycin (mTOR), and Lysine-Specific Demethylase 5C (KDM5C). The review compiled genomic diversity data, incidence, and risk factor differences by geographical and racial cohorts. METHODS The review methodology was created using Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) principles from articles on PubMed and Embase through July 31, 2023, written and published in English, with diagnoses of primary or metastatic ccRCC via cytology or pathology, recorded the incidence of one or more of the 6 biomarkers, explored gene aberration via sequencing, were epidemiological in nature, and/or discussed basic science research, cohort studies, or retrospective studies. RESULTS Aberrations in vHL, PBRM1, and SETD2 driving ccRCC are studied frequently, but the data are heterogeneous, whereas there is a paucity in the data regarding KDM5C, PBRM1, and mTOR mutations. CONCLUSION Studying the genetic aberrations that frequently occur in different regions gives insight into what current research lacks. When more genomic landscape research arises, precision therapy, risk calculators, and artificial intelligence may help better prognosticate and individualize treatment for those at risk for ccRCC. Provided the scarcity of existing data, and the rising prevalence of ccRCC, more studies must be conducted at the clinical level.
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Affiliation(s)
- Sean S Kumar
- Macon and Joan Brock Virginia Health Sciences Eastern Virginia Medical School at Old Dominion University, Norfolk, Virginia, USA
- Children's Hospital Los Angeles, Los Angeles, California, USA
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Ninad Khandekar
- Radiomics Lab, University of Southern California, Los Angeles, California, USA
| | - Komal Dani
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Saina R Bhatt
- Radiomics Lab, University of Southern California, Los Angeles, California, USA
| | - Vinay Duddalwar
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Institute of Urology, University of Southern California, Los Angeles, California, USA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, California, USA
| | - Anishka D'Souza
- Department of Medical Oncology, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
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Qin T, Huang M, Wei W, Zhou W, Tang Q, Huang Q, Tang N, Gai S. PLAUR facilitates the progression of clear cell renal cell carcinoma by activating the PI3K/AKT/mTOR signaling pathway. PeerJ 2024; 12:e17555. [PMID: 38948215 PMCID: PMC11214736 DOI: 10.7717/peerj.17555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 05/21/2024] [Indexed: 07/02/2024] Open
Abstract
Background PLAUR has been found upregulated in various tumors and closely correlated with the malignant phenotype of tumor cells. The aim of this study was to investigate the relationship between PLAUR and clear cell renal cell carcinoma (ccRCC) and its potential mechanism of promoting tumor progression. Methods The expression levels and clinical significance of PLAUR, along with the associated signaling pathways, were extensively investigated in ccRCC samples obtained from The Cancer Genome Atlas (TCGA). PLAUR expression in 20 pairs of ccRCC tumor tissues and the adjacent tissues was assessed using qRT-PCR and IHC staining. Additionally, a series of in vitro experiments were conducted to investigate the impact of PLAUR suppression on cellular proliferation, migration, invasion, cell cycle progression, and apoptosis in ccRCC. The Western blot analysis was employed to investigate the expression levels of pivotal genes associated with the PI3K/AKT/mTOR signaling pathway. Results The expression of PLAUR was significantly upregulated in ccRCC compared to normal renal tissues, and higher PLAUR expression in ccRCC was associated with a poorer prognosis than low expression. The in-vitro functional investigations demonstrated that knockdown of PLAUR significantly attenuated the proliferation, migration, and invasion capabilities of ccRCC cells. Concurrently, PLAUR knockdown effectively induced cellular apoptosis, modulated the cell cycle, inhibited the EMT process, and attenuated the activation of the PI3K/AKT/mTOR signaling pathway. PLAUR may represent a key mechanism underlying ccRCC progression. Conclusions The involvement of PLAUR in ccRCC progression may be achieved through the activation of the PI3K/AKT/mTOR signaling pathway, making it a reliable biomarker for the identification and prediction of ccRCC.
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Affiliation(s)
- Tianzi Qin
- The First Clinical Medical College of Jinan University, Guangzhou, China
- Department of Urology, the Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Minyu Huang
- Department of Urology, the Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Wenjuan Wei
- Department of Ultrasound department, the Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Wei Zhou
- Department of Urology, the Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Qianli Tang
- The First Clinical Medical College of Jinan University, Guangzhou, China
- The Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Qun Huang
- Department of Urology, the Affiliated Hospital of Youjinag Medical University for Nationalities, Baise, China
| | - Ning Tang
- Youjinag Medical University for Nationalities, Baise, China
| | - Shasha Gai
- Youjinag Medical University for Nationalities, Baise, China
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Zhan B, Zhang Z, Piao C, Dong X, Du Y, Kong C, Jiang Y. The Sigma-2 Receptor/TMEM97 Agonist PB28 Suppresses Cell Proliferation and Invasion by Regulating the PI3K-AKT-mTOR Signalling Pathway in Renal Cancer. J Cell Mol Med 2021; 25:11244-11256. [PMID: 34783163 PMCID: PMC8650047 DOI: 10.1111/jcmm.17047] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/19/2021] [Accepted: 10/24/2021] [Indexed: 01/23/2023] Open
Abstract
Sigma‐2 receptor/TMEM97 is overexpressed in many tumours, and sigma‐2 receptor ligands are under investigation for cancer therapy. We intended to evaluate the effect of PB28 on renal cancer in proliferation, migration and invasion in vitro and in vivo. Invasive renal cancer cell lines treated with PB28 (or sigma‐2 receptor antagonist 1) were subjected to cell proliferation, migration and invasion assays. The therapeutic effect of PB28 was performed on nude mice. Western blot for proteins in the PI3K‐AKT‐mTOR signalling pathway was conducted. A CCK‐8 assay was used to examine the effect of the combination of PB28 and cisplatin on renal cancer cells. Significant inhibitory effects were observed on proliferation, migration and invasion of 786‐O and ACHN cells after culturing with PB28. But, the outcomes of sigma‐2 receptor antagonist 1 presented the opposite tendency. PB28 significantly inhibited the proliferative and invasive ability of OS‐RC‐2 cells in vivo. Treatment resulted in decreased phosphorylation of constituents of the PI3K‐AKT‐mTOR pathway. The combination of PB28 and cisplatin showed enhanced efficacy in the inhibition of renal cancer cell proliferation. Taken together, PB28 inhibited the tumorigenic behaviours of renal cancer cells by regulating the PI3K‐AKT‐mTOR signalling pathway and was expected to be a sensitizer of cisplatin.
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Affiliation(s)
- Bo Zhan
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Zhe Zhang
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Chiyuan Piao
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Xiao Dong
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yang Du
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Chuize Kong
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yuanjun Jiang
- Department of Urology, The First Hospital of China Medical University, Shenyang, People's Republic of China
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Cakiroglu E, Senturk S. Genomics and Functional Genomics of Malignant Pleural Mesothelioma. Int J Mol Sci 2020; 21:ijms21176342. [PMID: 32882916 PMCID: PMC7504302 DOI: 10.3390/ijms21176342] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 08/20/2020] [Accepted: 08/20/2020] [Indexed: 12/17/2022] Open
Abstract
Malignant pleural mesothelioma (MPM) is a rare, aggressive cancer of the mesothelial cells lining the pleural surface of the chest wall and lung. The etiology of MPM is strongly associated with prior exposure to asbestos fibers, and the median survival rate of the diagnosed patients is approximately one year. Despite the latest advancements in surgical techniques and systemic therapies, currently available treatment modalities of MPM fail to provide long-term survival. The increasing incidence of MPM highlights the need for finding effective treatments. Targeted therapies offer personalized treatments in many cancers. However, targeted therapy in MPM is not recommended by clinical guidelines mainly because of poor target definition. A better understanding of the molecular and cellular mechanisms and the predictors of poor clinical outcomes of MPM is required to identify novel targets and develop precise and effective treatments. Recent advances in the genomics and functional genomics fields have provided groundbreaking insights into the genomic and molecular profiles of MPM and enabled the functional characterization of the genetic alterations. This review provides a comprehensive overview of the relevant literature and highlights the potential of state-of-the-art genomics and functional genomics research to facilitate the development of novel diagnostics and therapeutic modalities in MPM.
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Affiliation(s)
- Ece Cakiroglu
- Izmir Biomedicine and Genome Center, Izmir 35340, Turkey;
- Department of Genome Sciences and Molecular Biotechnology, Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir 35340, Turkey
| | - Serif Senturk
- Izmir Biomedicine and Genome Center, Izmir 35340, Turkey;
- Department of Genome Sciences and Molecular Biotechnology, Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir 35340, Turkey
- Correspondence:
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