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Zhang HL, Zhao R, Wang D, Mohd Sapudin SN, Yahaya BH, Harun MSR, Zhang ZW, Song ZJ, Liu YT, Doblin S, Lu P. Candida albicans and colorectal cancer: A paradoxical role revealed through metabolite profiling and prognostic modeling. World J Clin Oncol 2025; 16:104182. [DOI: 10.5306/wjco.v16.i4.104182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 01/11/2025] [Accepted: 01/23/2025] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Emerging evidence implicates Candida albicans (C. albicans) in human oncogenesis. Notably, studies have supported its involvement in regulating outcomes in colorectal cancer (CRC). This study investigated the paradoxical role of C. albicans in CRC, aiming to determine whether it promotes or suppresses tumor development, with a focus on the mechanistic basis linked to its metabolic profile.
AIM To investigate the dual role of C. albicans in the development and progression of CRC through metabolite profiling and to establish a prognostic model that integrates the microbial and metabolic interactions in CRC, providing insights into potential therapeutic strategies and clinical outcomes.
METHODS A prognostic model integrating C. albicans with CRC was developed, incorporating enrichment analysis, immune infiltration profiling, survival analysis, Mendelian randomization, single-cell sequencing, and spatial transcriptomics. The effects of the C. albicans metabolite mixture on CRC cells were subsequently validated in vitro. The primary metabolite composition was characterized using liquid chromatography-mass spectrometry.
RESULTS A prognostic model based on five specific mRNA markers, EHD4, LIME1, GADD45B, TIMP1, and FDFT1, was established. The C. albicans metabolite mixture significantly reduced CRC cell viability. Post-treatment analysis revealed a significant decrease in gene expression in HT29 cells, while the expression levels of TIMP1, EHD4, and GADD45B were significantly elevated in HCT116 cells. Conversely, LIME1 expression and that of other CRC cell lines showed reductions. In normal colonic epithelial cells (NCM460), GADD45B, TIMP1, and FDFT1 expression levels were significantly increased, while LIME1 and EHD4 levels were markedly reduced. Following metabolite treatment, the invasive and migratory capabilities of NCM460, HT29, and HCT116 cells were reduced. Quantitative analysis of extracellular ATP post-treatment showed a significant elevation (P < 0.01). The C. albicans metabolite mixture had no effect on reactive oxygen species accumulation in CRC cells but led to a reduction in mitochondrial membrane potential, increased intracellular lipid peroxidation, and induced apoptosis. Metabolomic profiling revealed significant alterations, with 516 metabolites upregulated and 531 downregulated.
CONCLUSION This study introduced a novel prognostic model for CRC risk assessment. The findings suggested that the C. albicans metabolite mixture exerted an inhibitory effect on CRC initiation.
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Affiliation(s)
- Hao-Ling Zhang
- Department of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang 453000, Henan Province, China
- Department of Biomedical Science, Universiti Sains Malaysia, Pinang 13200, Malaysia
| | - Rui Zhao
- Clinical College of Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China
| | - Di Wang
- Department of Biomedical Science, Universiti Sains Malaysia, Pinang 13200, Malaysia
| | - Siti Nurfatimah Mohd Sapudin
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang 13200, Malaysia
| | - Badrul Hisham Yahaya
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang 13200, Malaysia
| | - Mohammad Syamsul Reza Harun
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang 13200, Malaysia
| | - Zhong-Wen Zhang
- School of Public Health, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China
| | - Zhi-Jing Song
- Clinical College of Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China
| | - Yan-Ting Liu
- Department of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang 453000, Henan Province, China
| | - Sandai Doblin
- Department of Biomedical Sciences, Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang 13200, Malaysia
| | - Ping Lu
- Department of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Xinxiang 453000, Henan Province, China
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Zhou X, Berenger E, Shi Y, Shirokova V, Kochetkova E, Becirovic T, Zhang B, Kaminskyy VO, Esmaeilian Y, Hosaka K, Lindskog C, Hydbring P, Ekman S, Cao Y, Genander M, Iwanicki M, Norberg E, Vakifahmetoglu-Norberg H. Chaperone-mediated autophagy regulates the metastatic state of mesenchymal tumors. EMBO Mol Med 2025; 17:747-774. [PMID: 40055574 PMCID: PMC11982252 DOI: 10.1038/s44321-025-00210-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: 04/04/2024] [Revised: 02/05/2025] [Accepted: 02/17/2025] [Indexed: 04/11/2025] Open
Abstract
Tumors often recapitulate programs to acquire invasive and dissemination abilities, during which pro-metastatic proteins are distinctively stabilized in cancer cells to drive further progression. Whether failed protein degradation affects the metastatic programs of cancer remains unknown. Here, we show that the human cancer cell-specific knockout (KO) of LAMP-2A, a limiting protein for chaperone-mediated autophagy (CMA), promotes the aggressiveness of mesenchymal tumors. Deficient CMA resulted in widespread tumor cell dissemination, invasion into the vasculature and cancer metastasis. In clinical samples, metastatic lesions showed suppressed LAMP-2A expression compared to primary tumors from the same cancer patients. Mechanistically, while stimulating TGFβ signaling dampens LAMP-2A levels, genetic suppression of CMA aggravated TGFβ signaling in cancer cells and tumors. Conversely, pharmacological inhibition of TGFβ signaling repressed the growth of LAMP-2A KO-driven tumors. Furthermore, we found that multiple EMT-driving proteins, such as TGFβR2, are degraded by CMA. Our study demonstrates that the tumor suppressive function of CMA involves negative regulation of TGFβ-driven EMT and uncovers a mechanistic link between CMA and a major feature of metastatic invasiveness.
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Affiliation(s)
- Xun Zhou
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Eva Berenger
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Yong Shi
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Vera Shirokova
- Department of Cell and Molecular Biology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Elena Kochetkova
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Tina Becirovic
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Boxi Zhang
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Vitaliy O Kaminskyy
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Yashar Esmaeilian
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Kayoko Hosaka
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Cecilia Lindskog
- Department of Immunology, Genetics and Pathology, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | - Per Hydbring
- Department of Oncology and Pathology, Karolinska Institutet, 171 64, Stockholm, Sweden
| | - Simon Ekman
- Department of Oncology and Pathology, Karolinska Institutet, 171 64, Stockholm, Sweden
- Thoracic Oncology Center, Theme Cancer, Karolinska University Hospital, 17176, Stockholm, Sweden
| | - Yihai Cao
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Maria Genander
- Department of Cell and Molecular Biology, Karolinska Institutet, 171 65, Stockholm, Sweden
| | - Marcin Iwanicki
- Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, NJ, USA
| | - Erik Norberg
- Department of Physiology and Pharmacology, Karolinska Institutet, 171 65, Stockholm, Sweden.
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Wu S, Guo W, Chen L, Lin X, Tang M, Lin C, Guo H, Zhang T, Gao Y. Downregulation of Gadd45β alleviates osteoarthritis by repressing lipopolysaccharide-induced fibroblast-like synoviocyte inflammation, proliferation and migration. Int Immunopharmacol 2024; 126:111202. [PMID: 37988908 DOI: 10.1016/j.intimp.2023.111202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVE Gadd45β have a regulatory role in cellular inflammation, proliferation and migration. However, the role of Gadd45β in synovial inflammation in osteoarthritis (OA) remains to be explored. This study aimed to ascertain whether Gadd45β is involved in OA synovial inflammation. METHODS The rat model was induced by sodium iodoacetate and the cellular model was constructed with lipopolysaccharide (LPS)-induced fibroblast-like synoviocytes (FLSs). siRNA was applied to interfere with the expression of intracellular Gadd45β. Real-time quantitative polymerase chain reaction (RT-qPCR) and western blotting were used to detect the expression of Gadd45β mRNA and protein. The inflammation, proliferation, and migration of OA-FLSs were detected by enzyme-linked immunosorbent assay, cell scratch assay, 5-ethynyl-2'-deoxyuridine assay, etc. The effect of downregulation of Gadd45β on the nuclear factor-κB (NF-κB) pathway was investigated. RESULTS Expression of Gadd45β in OA rat synovial tissues and OA-FLSs was increased, and LPS treatment promoted cell proliferation and enhanced cell migration. Gadd45β interference inhibited the inflammation, proliferation and migration of cells induced by LPS. LPS promoted P65 expression in the nucleus and activated the NF-κB signaling pathway, whereas si-Gadd45β reversed this situation. CONCLUSIONS si-Gadd45β inhibited the inflammatory response, proliferation and migration of FLSs, and activation of the NF-κB signaling pathway, which could delay the progression of OA. Hence, it may become a potential therapeutic target for OA.
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Affiliation(s)
- Suyu Wu
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China
| | - Wenwen Guo
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China
| | - Ling Chen
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China
| | - Xinxin Lin
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China; Department of Pathology, Fuzhou Second Hospital, Fuzhou 350007, Fujian, China
| | - Minjie Tang
- Department of Laboratory Medicine, the First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, Fujian, China
| | - Cheng Lin
- The School of Health, Fujian Medical University, Fuzhou 350122, Fujian, China
| | - Hanzhi Guo
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China
| | - Tianwen Zhang
- Fujian Fishery Resources Monitoring Center, Fuzhou 350003, Fujian, China
| | - Yao Gao
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou 350122, Fujian, China; Key Laboratory of Clinical Laboratory Technology for Precision Medicine (Fujian Medical University), Fujian Province University, Fuzhou 350004, Fujian, China.
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Zhao Y, Wu D, Fu Z, Liu W, Yao Y, Liang Y. Shikonin reactivates TSGs GADD45B and PPP3CC to block NSCLC cell proliferation and migration through JNK/P38/MAPK signaling pathways. BMC Complement Med Ther 2024; 24:10. [PMID: 38167059 PMCID: PMC10759768 DOI: 10.1186/s12906-023-04306-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Shikonin, a natural naphthoquinone compound extracted from the Chinese traditional herbal medicine "Lithospermum erythrorhizon", possesses antitumor activity against various cancer types. Tumor-suppressor genes (TSGs) negatively regulate cell growth, proliferation, and differentiation, thereby inhibiting tumor formation. However, the molecular mechanism of action of shikonin on TSGs in non-small-cell lung cancer (NSCLC) remains unclear. METHODS The inhibitory effect of shikonin on the proliferation and migration abilities of lung cancer cells were measured by Cell Counting Kit 8 (CCK8) and wound healing assays. The alteration of genes by shikonin treatment was detected by mRNA high-throughput sequencing and further confirmed by qPCR and western blotting experiments. The dominant functions of the upregulated genes were analyzed by GO and KEGG profiling. RESULTS Shikonin inhibited the proliferation and migration of A549 and H1299 NSCLC cells in a dose-dependent manner. mRNA high-throughput sequencing revealed a total of 1794 upregulated genes in shikonin-treated NSCLC cells. Moreover, bioinformatic analysis of GO and KEGG profiling revealed that the up-regulated genes were mostly involved in the JNK/P38/MAPK signaling pathway, among which the expression of GADD45B and PPP3CC was significantly enhanced. Finally, we confirmed that GADD45B and PPP3CC were indeed upregulated in JNK/P38/MAPK pathway. CONCLUSIONS Taken together, these results suggested that shikonin might affect the expression of GADD45B and PPP3CC through the JNK/P38/MAPK pathway, therefore exerting an inhibitory effect on the proliferation and migration of cancer cells. To our knowledge, this is the first study reporting the role of shikonin in upregulating TSGs to activate the JNK/P38/MAPK signaling pathways in NSCLC.
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Affiliation(s)
- Yujia Zhao
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, 710086, Xi'an, Shaanxi, China
| | - Dan Wu
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, 710038, Xi'an, Shaanxi, China
| | - Zhenkai Fu
- School of Basic Medical Sciences, Peking University, 100191, Beijing, China
| | - Wenna Liu
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, 710038, Xi'an, Shaanxi, China
| | - Yu Yao
- Department of Medical Oncology, the First Affiliated Hospital of Xi'an Jiaotong University, 710086, Xi'an, Shaanxi, China.
| | - Ying Liang
- Precision Pharmacy & Drug Development Center, Department of Pharmacy, Tangdu Hospital, Fourth Military Medical University, 710038, Xi'an, Shaanxi, China.
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Pei C, Todorov P, Cao M, Kong Q, Isachenko E, Rahimi G, Mallmann-Gottschalk N, Uribe P, Sanchez R, Isachenko V. Comparative Transcriptomic Analyses for the Optimization of Thawing Regimes during Conventional Cryopreservation of Mature and Immature Human Testicular Tissue. Int J Mol Sci 2023; 25:214. [PMID: 38203385 PMCID: PMC10778995 DOI: 10.3390/ijms25010214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/15/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
Cryopreservation of human testicular tissue, as a key element of anticancer therapy, includes the following stages: saturation with cryoprotectants, freezing, thawing, and removal of cryoprotectants. According to the point of view existing in "classical" cryobiology, the thawing mode is the most important consideration in the entire process of cryopreservation of any type of cells, including cells of testicular tissue. The existing postulate in cryobiology states that any frozen types of cells must be thawed as quickly as possible. The technologically maximum possible thawing temperature is 100 °C, which is used in our technology for the cryopreservation of testicular tissue. However, there are other points of view on the rate of cell thawing, according to how thawing should be carried out at physiological temperatures. In fact, there are morphological and functional differences between immature (from prepubertal patients) and mature testicular tissue. Accordingly, the question of the influence of thawing temperature on both types of tissues is relevant. The purpose of this study is to explore the transcriptomic differences of cryopreserved mature and immature testicular tissue subjected to different thawing methods by RNA sequencing. Collected and frozen testicular tissue samples were divided into four groups: quickly (in boiling water at 100 °C) thawed cryopreserved mature testicular tissue (group 1), slowly (by a physiological temperature of 37 °C) thawed mature testicular tissue (group 2), quickly thawed immature testicular tissue (group 3), and slowly thawed immature testicular tissue (group 4). Transcriptomic differences were assessed using differentially expressed genes (DEG), the Kyoto Encyclopedia of Genes and Genomes (KEGG), gene ontology (GO), and protein-protein interaction (PPI) analyses. No fundamental differences in the quality of cells of mature and immature testicular tissue after cryopreservation were found. Generally, thawing of mature and immature testicular tissue was more effective at 100 °C. The greatest difference in the intensity of gene expression was observed in ribosomes of cells thawed at 100 °C in comparison with cells thawed at 37 °C. In conclusion, an elevated speed of thawing is beneficial for frozen testicular tissue.
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Affiliation(s)
- Cheng Pei
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
| | - Plamen Todorov
- Institute of Biology and Immunology of Reproduction of Bulgarian Academy of Sciences (BAS), 1113 Sofia, Bulgaria;
| | - Mengyang Cao
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
| | - Qingduo Kong
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
| | - Evgenia Isachenko
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
| | - Gohar Rahimi
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
- Medizinisches Versorgungszentrum AMEDES für IVF- und Pränatalmedizin in Köln GmbH, 50968 Cologne, Germany
| | - Nina Mallmann-Gottschalk
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
| | - Pamela Uribe
- Center of Excellence in Translational Medicine, Scientific and Technological Bioresource Nucleus (CEMT-BIOREN), Temuco 4810296, Chile; (P.U.); (R.S.)
- Department of Internal Medicine, Faculty of Medicine, Universidad de la Frontera, Temuco 4811230, Chile
| | - Raul Sanchez
- Center of Excellence in Translational Medicine, Scientific and Technological Bioresource Nucleus (CEMT-BIOREN), Temuco 4810296, Chile; (P.U.); (R.S.)
- Department of Preclinical Sciences, Faculty of Medicine, Universidad de la Frontera, Temuco 4811230, Chile
| | - Volodimir Isachenko
- Department of Obstetrics and Gynecology, Medical Faculty, Cologne University, 50931 Cologne, Germany; (C.P.); (Q.K.); (E.I.); (N.M.-G.)
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Ramakrishnan A, Datta I, Panja S, Patel H, Liu Y, Craige MW, Chu C, Jean-Marie G, Oladoja AR, Kim I, Mitrofanova A. Tissue-specific biological aging predicts progression in prostate cancer and acute myeloid leukemia. Front Oncol 2023; 13:1222168. [PMID: 37746266 PMCID: PMC10512286 DOI: 10.3389/fonc.2023.1222168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 08/08/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Chronological aging is a well-recognized diagnostic and prognostic factor in multiple cancer types, yet the role of biological aging in manifesting cancer progression has not been fully explored yet. Methods Given the central role of chronological aging in prostate cancer and AML incidence, here we investigate a tissue-specific role of biological aging in prostate cancer and AML progression. We have employed Cox proportional hazards modeling to associate biological aging genes with cancer progression for patients from specific chronological aging groups and for patients with differences in initial cancer aggressiveness. Results Our prostate cancer-specific investigations nominated four biological aging genes (CD44, GADD45B, STAT3, GFAP) significantly associated with time to disease progression in prostate cancer in Taylor et al. patient cohort. Stratified survival analysis on Taylor dataset and validation on an independent TCGA and DKFZ PRAD patient cohorts demonstrated ability of these genes to predict prostate cancer progression, especially for patients with higher Gleason score and for patients younger than 60 years of age. We have further tested the generalizability of our approach and applied it to acute myeloid leukemia (AML). Our analysis nominated three AML-specific biological aging genes (CDC42EP2, CDC42, ALOX15B) significantly associated with time to AML overall survival, especially for patients with favorable cytogenetic risk score and for patients older than 56 years of age. Discussion Comparison of the identified PC and AML markers to genes selected at random and to known markers of progression demonstrated robustness of our results and nominated the identified biological aging genes as valuable markers of prostate cancer and AML progression, opening new avenues for personalized therapeutic management and potential novel treatment investigations.
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Affiliation(s)
- Anitha Ramakrishnan
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Indrani Datta
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Sukanya Panja
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Harmony Patel
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
- Department of Health Informatics and Information Management, College of Applied and Natural Sciences, Louisiana Tech University, Ruston, LA, United States
| | - Yingci Liu
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
- New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Michael W. Craige
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Cassandra Chu
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
| | - Giselle Jean-Marie
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
- Rutgers Youth Enjoy Science Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Abdur-Rahman Oladoja
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
- Rutgers Youth Enjoy Science Program, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Isaac Kim
- Department of Urology, Yale School of Medicine, New Haven, CT, United States
| | - Antonina Mitrofanova
- Department of Biomedical and Health Informatics, School of Health Professions, Rutgers, The State University of New Jersey, Newark, NJ, United States
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
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Xu W, Jiang T, Shen K, Zhao D, Zhang M, Zhu W, Liu Y, Xu C. GADD45B regulates the carcinogenesis process of chronic atrophic gastritis and the metabolic pathways of gastric cancer. Front Endocrinol (Lausanne) 2023; 14:1224832. [PMID: 37608794 PMCID: PMC10441793 DOI: 10.3389/fendo.2023.1224832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 07/18/2023] [Indexed: 08/24/2023] Open
Abstract
Background Gastric cancer continues to be a significant global healthcare challenge, and its burden remains substantial. The development of gastric cancer (GC) is closely linked to chronic atrophic gastritis (CAG), yet there is a scarcity of research exploring the underlying mechanisms of CAG-induced carcinogenesis. Methods In this study, we conducted a comprehensive investigation into the oncogenes involved in CAG using both bulk transcriptome and single-cell transcriptome data. Our approach employed hdWGCNA to identify pathogenic genes specific to CAG, with non-atrophic gastritis (NAG) serving as the control group. Additionally, we compared CAG with GC, using normal gastric tissue as the control group in the single-cell transcriptome analysis. By intersecting the identified pathogenic genes, we pinpointed key network molecules through protein interaction network analysis. To further refine the gene selection, we applied LASSO, SVM-RFE, and RF techniques, which resulted in a set of cancer-related genes (CRGs) associated with CAG. To identify CRGs potentially linked to gastric cancer progression, we performed a univariate COX regression analysis on the gene set. Subsequently, we explored the relationship between CRGs and immune infiltration, drug sensitivity, and clinical characteristics in gastric cancer patients. We employed GSVA to investigate how CRGs regulated signaling pathways in gastric cancer cells, while an analysis of cell communication shed light on the impact of CRGs on signal transmission within the gastric cancer tumor microenvironment. Lastly, we analyzed changes in metabolic pathways throughout the progression of gastric cancer. Results Using hdWGCNA, we have identified a total of 143 pathogenic genes that were shared by CAG and GC. To further investigate the underlying mechanisms, we conducted protein interaction network analysis and employed machine learning screening techniques. As a result, we have identified 15 oncogenes that are specifically associated with chronic atrophic gastritis. By performing ROC reanalysis and prognostic analysis, we have determined that GADD45B is the most significant gene involved in the carcinogenesis of CAG. Immunohistochemical staining and differential analysis have revealed that GADD45B expression was low in GC tissues while high in normal gastric tissues. Moreover, based on prognostic analysis, high expression of GADD45B has been correlated with poor prognosis in GC patients. Additionally, an analysis of immune infiltration has shown a relationship between GADD45B and the infiltration of various immune cells. By correlating GADD45B with clinical characteristics, we have found that it primarily affects the depth of invasion in GC. Through cell communication analysis, we have discovered that the CD99 signaling pathway network and the CDH signaling pathway network are the main communication pathways that significantly alter the microenvironment of gastric tissue during the development of chronic atrophic gastritis. Specifically, GADD45B-low GC cells were predominantly involved in the network communication of the CDH signaling pathway, while GADD45B-high GC cells played a crucial role in both signaling pathways. Furthermore, we have identified several metabolic pathways, including D-Glutamine and D-glutamate metabolism and N-Glycan biosynthesis, among others, that played important roles in the occurrence and progression of GC, in addition to the six other metabolic pathways. In summary, our study highlighted the discovery of 143 pathogenic genes shared by CAG and GC, with a specific focus on 15 oncogenes associated with CAG. We have identified GADD45B as the most important gene in the carcinogenesis of CAG, which exhibited differential expression in GC tissues compared to normal gastric tissues. Moreover, GADD45B expression was correlated with patient prognosis and is associated with immune cell infiltration. Our findings also emphasized the impact of the CD99 and CDH signaling pathway networks on the microenvironment of gastric tissue during the development of CAG. Additionally, we have identified key metabolic pathways involved in GC progression. Conclusion GADD45B, an oncogene implicated in chronic atrophic gastritis, played a critical role in GC development. Decreased expression of GADD45B was associated with the onset of GC. Moreover, GADD45B expression levels were closely tied to poor prognosis in GC patients, influencing the infiltration patterns of various cells within the tumor microenvironment, as well as impacting the metabolic pathways involved in GC progression.
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Affiliation(s)
- Wei Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Tianxiao Jiang
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Kanger Shen
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Dongxu Zhao
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Man Zhang
- Department of Emergency Medicine, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Wenxin Zhu
- Department of Gastroenterology, Kunshan Third People’s Hospital, Suzhou, Jiangsu, China
| | - Yunfei Liu
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Chunfang Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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Zhang X, Han L, Zhang H, Niu Y, Liang R. Identification of potential key genes of TGF-beta signaling associated with the immune response and prognosis of ovarian cancer based on bioinformatics analysis. Heliyon 2023; 9:e19208. [PMID: 37664697 PMCID: PMC10469581 DOI: 10.1016/j.heliyon.2023.e19208] [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: 04/14/2023] [Revised: 08/11/2023] [Accepted: 08/16/2023] [Indexed: 09/05/2023] Open
Abstract
Background TGF-beta signaling is a key regulator of immunity and multiple cellular behaviors in cancer. However, the prognostic and therapeutic role of TGF-beta signaling-related genes in ovarian cancer (OV) remains unexplored. Methods Data of OV used in the current study were sourced from TCGA and GEO databases. Consensus clustering was applied to classify OV patients into different clusters using TGF-beta signaling-related genes. Differentially expressed genes (DEGs) between different clusters were screened by the "limma" R package. Prognostic genes were screened from DEGs by univariate Cox regression, followed by the construction of the TGF-beta signaling-related score. The prognostic value of TGF-beta signaling-related score was evaluated in both training and testing OV cohorts. Moreover, the immune status, GSEA and therapeutic response between low- and high-score groups were performed to further reveal the potential mechanisms. Results By consensus clustering, OV patients were classified into two clusters with different tumor immune environments. After differential expression and univariate Cox regression analyses, GMPR, PIEZO1, EMP1, CXCL13, GADD45B, SORCS2, FOSL2, PODN, LYNX1 and SLC38A5 were selected as prognostic genes. Using PCA algorithm, the TGF-beta signaling-related score of OV patients was calculated based on prognostic genes. Then OV patients were divided into low- and high-TGF-beta signaling-related score groups. We observed that the two score groups had significantly different survivals, tumor immune environments and expressions of immune checkpoints. In addition, GSEA results showed that immune-related pathways and biological processes, like chemokine signaling pathway, TNF signaling pathway and T cell migration were significantly enriched in the low-score group. Moreover, patients in the low- and high-score groups had remarkably different sensitivity to chemo- and immunotherapy. Conclusion For the first time, our study identified ten prognostic genes associated with TGF-beta signaling, constructed a prognostic TGF-beta signaling-related score and investigated the effect of TGF-beta signaling-related score on OV immunity and therapy. These findings may enrich our knowledge of the TGF-beta signaling in OV prognosis and help to improve the prognosis prediction and treatment strategies in OV.
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Affiliation(s)
- Xiaoxue Zhang
- Department of Physical Examination, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
| | - Liping Han
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
| | - Huimin Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
| | - Yameng Niu
- Department of Physical Examination, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
| | - Ruopeng Liang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
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Sang N, Zhong X, Gou K, Liu H, Xu J, Zhou Y, Zhou X, Liu Y, Chen Z, Zhou Y, Li Y, Tao L, Su N, Zhou L, Qiu J, Yang X, Zuo Z, Fu L, Zhang J, Li D, Li C, Sun Q, Lei J, Li R, Yang S, Cen X, Zhao Y. Pharmacological inhibition of LSD1 suppresses growth of hepatocellular carcinoma by inducing GADD45B. MedComm (Beijing) 2023; 4:e269. [PMID: 37250145 PMCID: PMC10209615 DOI: 10.1002/mco2.269] [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: 01/11/2023] [Revised: 03/29/2023] [Accepted: 04/05/2023] [Indexed: 05/31/2023] Open
Abstract
Lysine-specific histone demethylase 1 (LSD1) is an attractive target for malignancies therapy. Nevertheless, its role in hepatocellular carcinoma (HCC) progression and the potential of its inhibitor in HCC therapy remains unclear. Here, we show that LSD1 overexpression in human HCC tissues is associated with HCC progression and poor patient survival. ZY0511, a highly selective and potent inhibitor of LSD1, suppressed human HCC cell proliferation in vitro and tumor growth in cell-derived and patient-derived HCC xenograft models in vivo. Mechanistically, ZY0511 induced mRNA expression of growth arrest and DNA damage-inducible gene 45beta (GADD45B) by inducing histone H3 at lysine 4 (H3K4) methylation at the promoter of GADD45B, a novel target gene of LSD1. In human HCC tissues, LSD1 level was correlated with a decreased level of GADD45B, which was associated with HCC progression and predicted poor patient survival. Moreover, co-administration of ZY0511 and DTP3, which specifically enhanced the pro-apoptotic effect of GADD45B, effectively inhibited HCC cell proliferation both in vitro and in vivo. Collectively, our study revealed the potential value of LSD1 as a promising target of HCC therapy. ZY0511 is a promising candidate for HCC therapy through upregulating GADD45B, thereby providing a novel combinatorial strategy for treating HCC.
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Affiliation(s)
- Na Sang
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
- Department of Radiation OncologyRadiation Oncology Key Laboratory of Sichuan ProvinceSichuan Clinical Research Center for CancerSichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of ChinaChengduChina
| | - Xi Zhong
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Kun Gou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Huan Liu
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
- National Chengdu Center for Safety Evaluation of DrugsState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Jing Xu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yang Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xia Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yuanzhi Liu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Zhiqian Chen
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Yue Zhou
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Yan Li
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Lei Tao
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Na Su
- Department of PharmacyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Lingyun Zhou
- Center of Infectious DiseasesWest China HospitalSichuan UniversityChengduChina
| | - Jiahao Qiu
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xinyu Yang
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
| | - Zeping Zuo
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Li Fu
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Jingyao Zhang
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Dan Li
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Cong Li
- Core Facility CenterWest China HospitalSichuan UniversityChengduChina
| | - Qingxiang Sun
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Jian Lei
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Rui Li
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Shengyong Yang
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
| | - Xiaobo Cen
- National Chengdu Center for Safety Evaluation of DrugsState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yinglan Zhao
- Department of BiotherapyCancer Center and State Key Laboratory of BiotherapyWest China Hospital, West China Medical School, Sichuan UniversityChengduChina
- Department of PharmacologyKey Laboratory of Drug Targeting and Drug Delivery System of the Education MinistrySichuan Engineering Laboratory for Plant‐Sourced Drug and Sichuan Research Center for Drug Precision Industrial TechnologyWest China School of PharmacySichuan UniversityChengduChina
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Wang Q, Wu W, Gao Z, Li K, Peng S, Fan H, Xie Z, Guo Z, Huang H. GADD45B Is a Potential Diagnostic and Therapeutic Target Gene in Chemotherapy-Resistant Prostate Cancer. Front Cell Dev Biol 2021; 9:716501. [PMID: 34490266 PMCID: PMC8417000 DOI: 10.3389/fcell.2021.716501] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/23/2021] [Indexed: 01/26/2023] Open
Abstract
Background Chemoresistance is the major cause of death in advanced prostate cancer (PCa), especially in metastatic PCa (mPCa). However, the molecular mechanisms underlying the chemoresistance of PCa remain unclear. Understanding the reason behind the drug resistance would be helpful in developing new treatment approaches. Methods The Cancer Genome Atlas, Gene Expression Omnibus datasets, and clinical samples were used to examine the correlation between growth arrest and DNA damage-inducible 45 beta (GADD45B) with clinical characteristics and prognosis. Lentiviral transfection was used to construct GADD45B overexpression cell lines. Hypoxic incubator, low serum medium, or docetaxel was used to build environmental stress model or chemotherapy cell model. The MTS assay and colony formation assay were used to test cell viability. Apoptosis and cell cycle were detected by flow cytometry. The RNA and protein levels of related biomarkers were tested by Western blotting and quantitative polymerase chain reaction. Bioinformatics analysis after RNA sequencing was performed to identify the possible mechanism of how GADD45B regulates chemotherapy resistance. Results GADD45B was related to distant metastasis but not to Gleason score, prostate-specific antigen level, T stage, or lymph node metastasis and indicated a good prognosis. The level of GADD45B increased significantly in PCa cells that faced environmental stress. It was found that a high level of GADD45B significantly enhanced the chemosensitivity. Furthermore, high GADD45B promoted cell apoptosis via mitogen-activated protein kinase (MAPK) pathway. Conclusion GADD45B promoted chemosensitivity of prostate cancer through MAPK pathway. GADD45B could serve as a diagnostic biomarker and therapeutic target for mPCa or chemotherapy-resistant patients.
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Affiliation(s)
- Qiong Wang
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Pathology, School of Medicine, University of Virginia, Charlottesville, VA, United States.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wanhua Wu
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ze Gao
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Kaiwen Li
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shirong Peng
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huiyang Fan
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhongqiu Xie
- Department of Pathology, School of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Zhenghui Guo
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hai Huang
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Urology, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, China
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