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Gao X, Dong QZ. Advance in metabolism and target therapy in breast cancer stem cells. World J Stem Cells 2020; 12:1295-1306. [PMID: 33312399 PMCID: PMC7705469 DOI: 10.4252/wjsc.v12.i11.1295] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/06/2020] [Accepted: 09/28/2020] [Indexed: 02/06/2023] Open
Abstract
Breast cancer, like many other cancers, is believed to be driven by a population of cells that display stem cell properties. Recent studies suggest that cancer stem cells (CSCs) are essential for tumor progression, and tumor relapse is thought to be caused by the presence of these cells. CSC-targeted therapies have also been proposed to overcome therapeutic resistance in breast cancer after the traditional therapies. Additionally, the metabolic properties of cancer cells differ markedly from those of normal cells. The efficacy of metabolic targeted therapy has been shown to enhance anti-cancer treatment or overcome therapeutic resistance of breast cancer cells. Metabolic targeting of breast CSCs (BCSCs) may be a very effective strategy for anti-cancer treatment of breast cancer cells. Thus, in this review, we focus on discussing the studies involving metabolism and targeted therapy in BCSCs.
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Affiliation(s)
- Xu Gao
- Department of Breast Surgery, Yiwu Maternity and Children Hospital, Yiwu 322000, Zhejiang Province, China
| | - Qiong-Zhu Dong
- Department of General Surgery, Cancer Metastasis Institute, Institutes of Biomedical Sciences, Huashan Hospital, Fudan University, Shanghai 200032, China
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52
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Peng SL, Lai CH, Chu PY, Hsieh JT, Tseng YC, Chiu SC, Lin YH. Nanotheranostics With the Combination of Improved Targeting, Therapeutic Effects, and Molecular Imaging. Front Bioeng Biotechnol 2020; 8:570490. [PMID: 33042972 PMCID: PMC7523243 DOI: 10.3389/fbioe.2020.570490] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 08/27/2020] [Indexed: 12/27/2022] Open
Abstract
There is an increasing interest in the design of targeted carrier systems with combined therapeutic and diagnostic modalities. Therapeutic modalities targeting tumors with single ligand-based targeting nanocarriers are insufficient for proficient delivery and for targeting two different surface receptors that are overexpressed in cancer cells. Here, we evaluated an activated nanoparticle delivery system comprising fucoidan/hyaluronic acid to improve therapeutic efficacy. The system comprised polyethylene glycol-gelatin-encapsulated epigallocatechin gallate (EGCG), poly (D,L-lactide-co-glycolide; PLGA), and stable iron oxide nanoparticles (IOs). The latter enables targeting of prostate cancers in their molecular images. We demonstrate the transfer of nanoparticles and their entry into prostate cancer cells through ligand-specific recognition. This system may prove the benefits of drug delivery that enhances the inhibition of cell growth through apoptosis induction. Moreover, the improved targeting of nanotheranostics significantly suppressed orthotopic prostate tumor growth and more accurately targeted tumors compared with systemic combination therapy. In the presence of nanoparticles with iron oxides, the hypointensity of the prostate tumor was visualized on a T2-weignted magnetic resonance image. The diagnostic ability of this system was demonstrated by accumulating fluorescent nanoparticles in the prostate tumor from the in vivo imaging system, computed tomography. It is suggested that theranostic nanoparticles combined with a molecular imaging system can be a promising cancer therapy in the future.
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Affiliation(s)
- Shin-Lei Peng
- Department of Biomedical Imaging and Radiological Science, China Medical University, Taichung, Taiwan
| | - Chih-Ho Lai
- Department of Microbiology and Immunology, Molecular Infectious Disease Research Center, Chang Gung University, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Pei-Yi Chu
- Faculty of Pharmacy, National Yang-Ming University, Taipei, Taiwan
| | - Jer-Tsong Hsieh
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Yen-Chun Tseng
- Department of Biological Science and Technology, China Medical University, Taichung, Taiwan
| | - Shao-Chieh Chiu
- Center for Advanced Molecular Imaging and Translation, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Yu-Hsin Lin
- Faculty of Pharmacy, National Yang-Ming University, Taipei, Taiwan
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
- Institute of Biopharmaceutical Science, Department and Institute of Pharmacology, Center for Advanced Pharmaceutics and Drug Delivery Research, National Yang-Ming University, Taipei, Taiwan
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53
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Zhang ZJ, Wang KP, Mo JG, Xiong L, Wen Y. Photodynamic therapy regulates fate of cancer stem cells through reactive oxygen species. World J Stem Cells 2020; 12:562-584. [PMID: 32843914 PMCID: PMC7415247 DOI: 10.4252/wjsc.v12.i7.562] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 05/17/2020] [Accepted: 05/21/2020] [Indexed: 02/06/2023] Open
Abstract
Photodynamic therapy (PDT) is an effective and promising cancer treatment. PDT directly generates reactive oxygen species (ROS) through photochemical reactions. This oxygen-dependent exogenous ROS has anti-cancer stem cell (CSC) effect. In addition, PDT may also increase ROS production by altering metabolism, endoplasmic reticulum stress, or potential of mitochondrial membrane. It is known that the half-life of ROS in PDT is short, with high reactivity and limited diffusion distance. Therefore, the main targeting position of PDT is often the subcellular localization of photosensitizers, which is helpful for us to explain how PDT affects CSC characteristics, including differentiation, self-renewal, apoptosis, autophagy, and immunogenicity. Broadly speaking, excess ROS will damage the redox system and cause oxidative damage to molecules such as DNA, change mitochondrial permeability, activate unfolded protein response, autophagy, and CSC resting state. Therefore, understanding the molecular mechanism by which ROS affect CSCs is beneficial to improve the efficiency of PDT and prevent tumor recurrence and metastasis. In this article, we review the effects of two types of photochemical reactions on PDT, the metabolic processes, and the biological effects of ROS in different subcellular locations on CSCs.
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Affiliation(s)
- Zi-Jian Zhang
- Department of General Surgery, Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Kun-Peng Wang
- Department of General Surgery, Taizhou Central Hospital (Taizhou University Hospital), Taizhou 318000, Zhejiang Province, China
| | - Jing-Gang Mo
- Department of General Surgery, Taizhou Central Hospital (Taizhou University Hospital), Taizhou 318000, Zhejiang Province, China
| | - Li Xiong
- Department of General Surgery, Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China
| | - Yu Wen
- Department of General Surgery, Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China.
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Ling S, Shan Q, Zhan Q, Ye Q, Liu P, Xu S, He X, Ma J, Xiang J, Jiang G, Wen X, Feng Z, Wu Y, Feng T, Xu L, Chen K, Zhang X, Wei R, Zhang C, Cen B, Xie H, Song P, Liu J, Zheng S, Xu X. USP22 promotes hypoxia-induced hepatocellular carcinoma stemness by a HIF1α/USP22 positive feedback loop upon TP53 inactivation. Gut 2020; 69:1322-1334. [PMID: 31776228 DOI: 10.1136/gutjnl-2019-319616] [Citation(s) in RCA: 123] [Impact Index Per Article: 30.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 10/21/2019] [Accepted: 11/05/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVE We aimed to elucidate the mutual regulation mechanism of ubiquitin-specific protease 22 (USP22) and hypoxia inducible factor-1α (HIF1α), and the mechanism they promote the stemness of hepatocellular carcinoma (HCC) cells under hypoxic conditions. DESIGN Cell counting, migration, self-renewal ability, chemoresistance and expression of stemness genes were established to detect the stemness of HCC cells. Immunoprecipitation, ubiquitination assay and chromatin immunoprecipitation assay were used to elucidate the mutual regulation mechanism of USP22 and HIF1α. HCC patient samples and The Cancer Genome Atlas data were used to demonstrate the clinical significance. In vivo USP22-targeting experiment was performed in mice bearing HCC. RESULTS USP22 promotes hypoxia-induced HCC stemness and glycolysis by deubiquitinating and stabilising HIF1α. As direct target genes of HIF1α, USP22 and TP53 can be transcriptionally upregulated by HIF1α under hypoxic conditions. In TP53 wild-type HCC cells, HIF1α induced TP53-mediated inhibition of HIF1α-induced USP22 upregulation. In TP53-mutant HCC cells, USP22 and HIF1α formed a positive feedback loop and promote the stemness of HCC. HCC patients with a loss-of-function mutation at TP53 and high USP22 and/or HIF1α expression tend to have a worse prognosis. The USP22-targeting lipopolyplexes caused high tumour inhibition and high sorafenib sensitivity in mice bearing HCC. CONCLUSION USP22 promotes hypoxia-induced HCC stemness by a HIF1α/USP22 positive feedback loop on TP53 inactivation. USP22 is a promising target for the HCC therapy.
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Affiliation(s)
- Sunbin Ling
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Qiaonan Shan
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Qifan Zhan
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Qianwei Ye
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Peng Liu
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Shengjun Xu
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Xin He
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, Philadelphia, PA 19014, Pennsylvania, USA
| | - Jian Ma
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, Philadelphia, PA 19014, Pennsylvania, USA
| | - Jiajia Xiang
- Center for Bionanoengineering and Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China
| | - Guangjiang Jiang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Xue Wen
- Department of Pathology, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China
| | - Zijie Feng
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, Philadelphia, PA 19014, Pennsylvania, USA
| | - Yuan Wu
- Department of Cancer Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, 421 Curie Blvd, Philadelphia, PA 19014, Pennsylvania, USA
| | - Tingting Feng
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China.,Department of Abdominal Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Li Xu
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Kangchen Chen
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Xuanyu Zhang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Rongli Wei
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Chenzhi Zhang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Beini Cen
- NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Haiyang Xie
- NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Penghong Song
- NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Jimin Liu
- Department of Pathology and Molecular Medicine, Faculty of Health Sciences, McMaster University, Hamilton, Ontario L8J 0B4, Canada
| | - Shusen Zheng
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China.,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
| | - Xiao Xu
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China .,NHC Key Laboratory of Combined Multi-organ Transplantation; Key Laboratory of the Diagnosis and Treatment of Organ Transplantation, CAMS, Hangzhou, Zhejiang 310003, China
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Xing L, Yang R, Wang X, Zheng X, Yang X, Zhang L, Jiang R, Ren G, Chen J. The circRNA circIFI30 promotes progression of triple-negative breast cancer and correlates with prognosis. Aging (Albany NY) 2020; 12:10983-11003. [PMID: 32497020 PMCID: PMC7346060 DOI: 10.18632/aging.103311] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 03/31/2020] [Indexed: 01/16/2023]
Abstract
Growing evidence suggests that circRNAs exert a critical role in tumorigenesis and cancer progression. To date, the molecular mechanisms underlying circRNAs in triple-negative breast cancer (TNBC) are still poorly known. Here, circRNA expression profile was investigated by RNA sequencing in TNBC tissues and matched para-carcinoma tissues. We found that circIFI30 was significantly up-regulated in TNBC tissues and cells using quantitative real-time PCR and in situ hybridization. High circIFI30 expression was positively correlated with clinical TNM stage, pathological grade and poor prognosis of TNBC patients. Functionally, a series of in vivo and in vitro experiments showed that knockdown of circIFI30 could markedly inhibit TNBC cell proliferation, migration, invasion and cell cycle progression, induce apoptosis as well as suppress tumorigenesis and metastasis. Up-regulation of circIFI30 exerted an opposite effect. Mechanistically, we demonstrated that circIFI30 might act as a competing endogenous RNA (ceRNA) of miR-520b-3p to abolish the suppressive effect on target gene CD44 by fluorescent in situ hybridization (FISH), dual luciferase reporter assay, RNA immunoprecipitation and RNA pull-down assays. Therefore, our work uncovers the mechanism by which circIFI30 could promote TNBC progression through circIFI30/miR-520b-3p/CD44 axis and circIFI30 could be a novel diagnostic/prognostic marker and therapeutic target for TNBC patients.
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Affiliation(s)
- Lei Xing
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Rui Yang
- Department of Cell Biology and Genetics, Chongqing Medical University, Chongqing, China
| | - Xiaosong Wang
- Department of Cell Biology and Genetics, Chongqing Medical University, Chongqing, China
| | - Xiaying Zheng
- Department of Cell Biology and Genetics, Chongqing Medical University, Chongqing, China
| | - Xin Yang
- Department of Thoracic Surgery, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Luyu Zhang
- Molecular Medicine and Cancer Research Center, Chongqing Medical University, Chongqing, China
| | - Rong Jiang
- Laboratory of Stem Cells and Tissue Engineering, Chongqing Medical University, Chongqing, China
| | - Guosheng Ren
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Junxia Chen
- Department of Cell Biology and Genetics, Chongqing Medical University, Chongqing, China
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Wang G, Li S, Xue K, Dong S. PFKFB4 is critical for the survival of acute monocytic leukemia cells. Biochem Biophys Res Commun 2020; 526:978-985. [PMID: 32299611 DOI: 10.1016/j.bbrc.2020.03.174] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 03/20/2020] [Accepted: 03/28/2020] [Indexed: 12/31/2022]
Abstract
Acute myeloid leukemia (AML), which is characterized by an overproliferation of blood cells, is divided into several subtypes in adults and children. Of those subtypes, acute monocytic leukemia (M4/M5, AMoL) is reported to be associated with abnormal gene fusions that result in monocytic cell differentiation being blocked. However, few studies have shown a relationship between cellular metabolism and the initiation of AMoL. Here, we use the open-access database TCGA to analyze the expression of enzymes in the metabolic cycle and find that PFKFB4 is highly expressed in AMoL. Subsequently, knocking down PFKFB4 in THP-1 and U937 cells significantly inhibits cell growth and increases the sensitivity of cells to chemical drug-induced apoptosis. In line with the gene-editing alterations, treatment with a PFKFB4 inhibitor exhibits similar effects on THP-1 and U937 proliferation and apoptosis. In addition, we find that PFKFB4 functions as a reliable target of the epigenetic regulator MLL, which is a well-known modulator in AMoL. Mechanistically, MLL promotes PFKFB4 expression at the transcriptional level through the putative E2F6 binding site in the promoter of the pfkfb4 gene. Taken together, our results suggest PFKFB4 serves as a downstream target of MLL and functions as a potent therapeutic target in AMoL.
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Affiliation(s)
- Gongai Wang
- Department of Hematology, Jining No.1 People's Hospital, No.6, Jiankang Road, Jining City, Shandong Province, 272011, PR China
| | - Shumei Li
- Department of Hematology, Jining No.1 People's Hospital, No.6, Jiankang Road, Jining City, Shandong Province, 272011, PR China
| | - Kewei Xue
- Department of Oncology, Jining No.1 People's Hospital, No.6, Jiankang Road, Jining City, Shandong Province, 272011, PR China
| | - Shasha Dong
- Department of Hematology, Jining No.1 People's Hospital, No.6, Jiankang Road, Jining City, Shandong Province, 272011, PR China.
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Amintas S, Bedel A, Moreau-Gaudry F, Boutin J, Buscail L, Merlio JP, Vendrely V, Dabernat S, Buscail E. Circulating Tumor Cell Clusters: United We Stand Divided We Fall. Int J Mol Sci 2020; 21:E2653. [PMID: 32290245 PMCID: PMC7177734 DOI: 10.3390/ijms21072653] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/05/2020] [Accepted: 04/08/2020] [Indexed: 12/16/2022] Open
Abstract
The presence of circulating tumor cells (CTCs) and CTC clusters, also known as tumor microemboli, in biological fluids has long been described. Intensive research on single CTCs has made a significant contribution in understanding tumor invasion, metastasis tropism, and intra-tumor heterogeneity. Moreover, their being minimally invasive biomarkers has positioned them for diagnosis, prognosis, and recurrence monitoring tools. Initially, CTC clusters were out of focus, but major recent advances in the knowledge of their biogenesis and dissemination reposition them as critical actors in the pathophysiology of cancer, especially metastasis. Increasing evidence suggests that "united" CTCs, organized in clusters, resist better and carry stronger metastatic capacities than "divided" single CTCs. This review gathers recent insight on CTC cluster origin and dissemination. We will focus on their distinct molecular package necessary to resist multiple cell deaths that all circulating cells normally face. We will describe the molecular basis of their increased metastatic potential as compared to single CTCs. We will consider their clinical relevance as prognostic biomarkers. Finally, we will propose future directions for research and clinical applications in this promising topic in cancer.
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Affiliation(s)
- Samuel Amintas
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Aurélie Bedel
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - François Moreau-Gaudry
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Julian Boutin
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Louis Buscail
- Centre Hospitalier Universitaire (CHU) de Toulouse, 31000 Toulouse, France; (L.B.); (E.B.)
- INSERM UMR 1037, Toulouse Centre for Cancer Research, University of Toulouse III, 31000 Toulouse, France
| | - Jean-Philippe Merlio
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Véronique Vendrely
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Sandrine Dabernat
- INSERM U1035, Université de Bordeaux, 33000 Bordeaux, France; (S.A.); (A.B.); (F.M.-G.); (J.B.); (J.-P.M.); (V.V.)
- Centre Hospitalier Universitaire (CHU) de Bordeaux, 33000 Bordeaux, France
| | - Etienne Buscail
- Centre Hospitalier Universitaire (CHU) de Toulouse, 31000 Toulouse, France; (L.B.); (E.B.)
- INSERM UMR-1220, IRSD University of Toulouse III, 31000 Toulouse, France
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Zhou L, Wang D, Sheng D, Xu J, Chen W, Qin Y, Du R, Yang X, He X, Xie N, Liu S, Zhang L. NOTCH4 maintains quiescent mesenchymal-like breast cancer stem cells via transcriptionally activating SLUG and GAS1 in triple-negative breast cancer. Theranostics 2020; 10:2405-2421. [PMID: 32104513 PMCID: PMC7019177 DOI: 10.7150/thno.38875] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 12/21/2019] [Indexed: 12/18/2022] Open
Abstract
Rationale: NOTCH4 receptor has been implicated in triple-negative breast cancer (TNBC) development and breast cancer stem cell (BCSC) regulation. However, the potential of NOTCH4 as a BCSC marker and the underlying mechanisms remain unclear. Methods: In this study, we determined the expression and activation of NOTCH4 in breast cancer cell lines and tumor samples by qRT-PCR, western blotting and immunohistochemistry. Subsequently, in vitro and in vivo serial dilution experiments were performed to demonstrate the application of NOTCH4 as an efficient mesenchymal-like (ML)-BCSC marker in TNBC. Stable overexpression of activated NOTCH4 and knockdown cell lines were established using lentivirus. RNA-seq and qRT-PCR were employed to reveal the downstream effectors of NOTCH4, followed by dual-luciferase reporter and chromatin immunoprecipitation assays to identify the genuine binding sites of NOTCH4 on SLUG and GAS1 promoters. Transwell assay, mammosphere formation and chemoresistance experiments were performed to determine the effects of SLUG, GAS1 and NOTCH4 on the mesenchymal-like characteristics of TNBC cells. Survival analysis was used to study the relation of NOTCH4, SLUG and GAS1 with prognosis of breast cancer. Results: NOTCH4 is aberrantly highly expressed and activated in TNBC, which contributes to the maintenance of ML-BCSCs. Furthermore, NOTCH4 shows significantly higher efficiency in labeling ML-BCSCs than the currently commonly used CD24-CD44+ marker. Mechanistically, NOTCH4 transcriptionally upregulates SLUG and GAS1 to promote EMT and quiescence in TNBC, respectively. The effects of NOTCH4 can be mimicked by simultaneous overexpression of SLUG and GAS1. Moreover, SLUG is also involved in harnessing GAS1, a known tumor suppressor gene, via its anti-apoptotic function. Conclusions: Our findings reveal that the NOTCH4-SLUG-GAS1 circuit serves as a potential target for tumor intervention by overcoming stemness of ML-BCSCs and by conquering the lethal chemoresistance and metastasis of TNBC.
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Lu H, Chen S, You Z, Xie C, Huang S, Hu X. PFKFB4 negatively regulated the expression of histone acetyltransferase GCN5 to mediate the tumorigenesis of thyroid cancer. Dev Growth Differ 2020; 62:129-138. [PMID: 31912488 DOI: 10.1111/dgd.12645] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 11/14/2019] [Accepted: 12/10/2019] [Indexed: 12/13/2022]
Abstract
Thyroid cancer (TC) is the most common malignant endocrine tumor, and its incidence has progressively increased over several decades. Accumulating evidence has suggested that PFKFB4, a critical regulatory enzyme of glycolysis, has been implicated in various solid cancers. However, the exact effect of PFKFB4 on TC remains unclear. Hence, the objective of this work was to investigate the role of PFKFB4 in TC and explore the underlying regulatory mechanisms. Here, we provide evidence that mRNA levels of PFKFB4 were upregulated in TC patients' thyroids and cell lines. Downregulation of PFKFB4 reduced TC cell viability and inhibited colony formation. In addition, the migration and invasion of TC cells were suppressed by PFKFB4 knockdown, suggesting that PFKFB4 is positively correlated with tumorigenesis of TC. Molecularly, knockdown of PFKFB4 significantly inhibited expression of GCN5 and phosphorylation of PI3K/AKT. Moreover, the suppressive role of shPFKFB4 in TC cell growth was reversed by upregulation of GCN5. Finally, the in vivo experiment indicated that downregulation of PFKF4B suppressed tumor growth in xenografts TC model mice. In total, our results suggested that PFKFB4-mediated TC tumorigenesis by positively regulating GCN5 and PI3K/AKT signaling. These findings provide new research directions and therapeutic options considering PFKF4B as a novel diagnosis marker and therapeutic target.
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Affiliation(s)
- Huanquan Lu
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
| | - Siyuan Chen
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
| | - Zhijian You
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
| | - Chuping Xie
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
| | - Shichuan Huang
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
| | - Xiarong Hu
- The First Department of General Surgery, Dongguan People's Hospital, Dongguan City, China
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Pan T, Liu J, Xu S, Yu Q, Wang H, Sun H, Wu J, Zhu Y, Zhou J, Zhu Y. ANKRD22, a novel tumor microenvironment-induced mitochondrial protein promotes metabolic reprogramming of colorectal cancer cells. Theranostics 2020; 10:516-536. [PMID: 31903135 PMCID: PMC6929986 DOI: 10.7150/thno.37472] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 10/09/2019] [Indexed: 12/20/2022] Open
Abstract
Background: The leading cause of poor prognosis in colorectal cancer (CRC) is the presence of colorectal cancer-initiating cells (CCICs). The interplay between the tumor microenvironment (TME) and CRC cells induces reacquisition of initiating cell characteristics, but the underlying mechanisms remain elusive. Methods: Candidate molecules were screened by global differential cDNA expression profiles of CCICs, which were enriched from patient-derived tumor xenograft models. Luciferase reporters and chromatin immunoprecipitation assays were used to explore the mechanism of TME factors regulating the transcription of ANKRD22. The effects of Ankyrin repeat domain-containing protein 22 (ANKRD22) on energy metabolism were monitored by extracellular flux and 13C-based metabolic flux analysis. Mass spectrometry was used to identify the interacting partners of ANKRD22. Morphological changes of CCICs overexpressing ANKRD22 were observed by electron microscopy. The effects of ANKRD22 on mitochondrial lipid metabolism were analyzed by lipidomics. Results: We identified a novel nucleus-encoded mitochondrial membrane protein, ANKRD22, which was upregulated in CCICs. We found that ANKRD22 was induced by the p38/MAX pathway activated by different TME stimuli. As a key transcription factor, MAX promoted the transcription of ANKRD22. Expression of ANKRD22 promoted glycolysis associated with a decrease in ATP/ADP and an increase in AMP/ATP levels, which were related to its interaction with pyruvate dehydrogenase kinase isoform 1 (PDK1) and multiple subunits of ATP synthase. Further, in CCICs, ANKRD22 cooperated with the lipid transport protein, Extended Synaptotagmin-1 (E-Syt1), to transport excess lipids into mitochondria and reduced the number of mitochondria in an autophagy-independent manner, thus meeting the metabolic requirements of CCICs. Conclusion: ANKRD22 induced by TME promotes the metabolic reprogramming of CRC cells. Our study has identified ANKRD22/E-Syt1 as a potential target for eradicating CCICs.
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Zhang X, Li J, Ghoshal K, Fernandez S, Li L. Identification of a Subtype of Hepatocellular Carcinoma with Poor Prognosis Based on Expression of Genes within the Glucose Metabolic Pathway. Cancers (Basel) 2019; 11:E2023. [PMID: 31847435 PMCID: PMC6966574 DOI: 10.3390/cancers11122023] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 12/11/2019] [Accepted: 12/11/2019] [Indexed: 12/13/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary cancer and a highly aggressive liver malignancy. Liver cancer cells reprogram their metabolism to meet their needs for rapid proliferation and tumor growth. In the present study, we investigated the alterations in the expression of the genes involved in glucose metabolic pathways as well as their association with the clinical stage and survival of HCC patients. We found that the expressions of around 30% of genes involved in the glucose metabolic pathway are consistently dysregulated with a predominant down-regulation in HCC tumors. Moreover, the differentially expressed genes are associated with an advanced clinical stage and a poor prognosis. More importantly, unsupervised clustering analysis with the differentially expressed genes that were also associated with overall survival (OS) revealed a subgroup of patients with a worse prognosis including reduced OS, disease specific survival, and recurrence-free survival. This aggressive subtype had significantly increased expression of stemness-related genes and down-regulated metabolic genes, as well as increased immune infiltrates that contribute to a poor prognosis. Collectively, this integrative study indicates that expressions of the glucose metabolic genes could be used as potential prognostic markers and/or therapeutic targets, which might be helpful in developing precise treatment for patients with HCC.
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Affiliation(s)
- Xiaoli Zhang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43201, USA; (J.L.); (S.F.); (L.L.)
| | - Jin Li
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43201, USA; (J.L.); (S.F.); (L.L.)
| | - Kalpana Ghoshal
- Department of Pathology, College of Medicine, The Ohio State University, Columbus, OH 43201, USA;
| | - Soledad Fernandez
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43201, USA; (J.L.); (S.F.); (L.L.)
| | - Lang Li
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43201, USA; (J.L.); (S.F.); (L.L.)
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A Shifty Target: Tumor-Initiating Cells and Their Metabolism. Int J Mol Sci 2019; 20:ijms20215370. [PMID: 31661927 PMCID: PMC6862122 DOI: 10.3390/ijms20215370] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 10/25/2019] [Accepted: 10/26/2019] [Indexed: 12/20/2022] Open
Abstract
Tumor-initiating cells (TICs), or cancer stem cells, constitute highly chemoresistant, asymmetrically dividing, and tumor-initiating populations in cancer and are thought to play a key role in metastatic and chemoresistant disease. Tumor-initiating cells are isolated from cell lines and clinical samples based on features such as sphere formation in stem cell medium and expression of TIC markers, typically a set of outer membrane proteins and certain transcription factors. Although both bulk tumor cells and TICs show an adaptive metabolic plasticity, TIC metabolism is thought to differ and likely in a tumor-specific and growth condition-dependent pattern. In the context of some common solid tumor diseases, we here review reports on how TIC isolation methods and markers associate with metabolic features, with some focus on oxidative metabolism, including fatty acid and lipid metabolism. These have emerged as significant factors in TIC phenotypes, and in tumor biology as a whole. Other sections address mitochondrial biogenesis and dynamics in TICs, and the influence of the tumor microenvironment. Further elucidation of the complex biology of TICs and their metabolism will require advanced methodologies.
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Sun L, Fang Y, Wang X, Han Y, Du F, Li C, Hu H, Liu H, Liu Q, Wang J, Liang J, Chen P, Yang H, Nie Y, Wu K, Fan D, Coffey RJ, Lu Y, Zhao X, Wang X. miR-302a Inhibits Metastasis and Cetuximab Resistance in Colorectal Cancer by Targeting NFIB and CD44. Am J Cancer Res 2019; 9:8409-8425. [PMID: 31754405 PMCID: PMC6857048 DOI: 10.7150/thno.36605] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 09/10/2019] [Indexed: 12/24/2022] Open
Abstract
Introduction: Metastasis and drug resistance contribute substantially to the poor prognosis of colorectal cancer (CRC) patients. However, the epigenetic regulatory mechanisms by which CRC develops metastatic and drug-resistant characteristics remain unclear. This study aimed to investigate the role of miR-302a in the metastasis and molecular-targeted drug resistance of CRC and elucidate the underlying molecular mechanisms. Methods: miR-302a expression in CRC cell lines and patient tissue microarrays was analyzed by qPCR and fluorescence in situ hybridization. The roles of miR-302a in metastasis and cetuximab (CTX) resistance were evaluated both in vitro and in vivo. Bioinformatic prediction algorithms and luciferase reporter assays were performed to identify the miR-302a binding regions in the NFIB and CD44 3'-UTRs. A chromatin immunoprecipitation assay was performed to examine NFIB occupancy in the ITGA6 promoter region. Immunoblotting was performed to identify the EGFR-mediated pathways altered by miR-302a. Results: miR-302a expression was frequently reduced in CRC cells and tissues, especially in CTX-resistant cells and patient-derived xenografts. The decreased miR-302a levels correlated with poor overall CRC patient survival. miR-302a overexpression inhibited metastasis and restored CTX responsiveness in CRC cells, whereas miR-302a silencing exerted the opposite effects. NFIB and CD44 were identified as novel targets of miR-302a. miR-302a inhibited the metastasis-promoting effect of NFIB that physiologically activates ITGA6 transcription. miR-302a restored CTX responsiveness by suppressing CD44-induced cancer stem cell-like properties and EGFR-mediated MAPK and AKT signaling. These results are consistent with clinical observations indicating that miR-302a expression is inversely correlated with the expression of its targets in CRC specimens. Conclusions: Our findings show that miR-302a acts as a multifaceted regulator of CRC metastasis and CTX resistance by targeting NFIB and CD44, respectively. Our study implicates miR-302a as a candidate prognostic predictor and a therapeutic agent in CRC.
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Ran A, Guan L, Wang J, Wang Y. GREM2 maintains stem cell-like phenotypes in gastric cancer cells by regulating the JNK signaling pathway. Cell Cycle 2019; 18:2414-2431. [PMID: 31345097 DOI: 10.1080/15384101.2019.1646561] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Gastric cancer (GC) is one of the major malignancies worldwide. This study was conducted to explore the mechanism by which GREM2 maintains biological properties of GC stem cells (GCSCs), and proved that GREM2 could potentially regulate the proliferation, apoptosis, invasion, migration and tumorigenic ability of GCSCs through the regulation of the JNK signaling pathway. In silico analysis was utilized to retrieve expression microarray related to GC, and differential analysis was conducted. The cell line with the highest GREM2 expression was overexpressed with GREM2 mimic, silencing GREM2 by siRNA, or treated with activator or inhibitor of the JNK signaling pathway. Subsequently, expression of GREM2, JNK signaling pathway-, apoptosis- or migration and invasion-associated factors were determined. Proliferation, migration, invasion, apoptosis of GCSCs in vitro and tumorigenic ability and lymph node metastasis of GCSCs in vivo were determined. Based on the in silico analysis of GSE49051, GREM2 was determined to be overexpressed in GC and its expression was the highest in the MKN-45 cell line, which was selected for the subsequent experiments. Silencing of GREM2 or inhibition of the JNK signaling pathway suppressed the proliferation, migration and invasion, while promoting apoptosis of GCSCs in vitro as well as inhibiting tumorigenesis and lymph node metastasis in vivo. In conclusion, the aforementioned findings suggest that the silencing of GREM2 suppresses the activation of the JNK signaling pathway, thereby inhibiting tumor progression. Therefore, GREM2-mediated JNK signaling pathway was expected to be a new therapeutic strategy for GC.
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Affiliation(s)
- Ao Ran
- The First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Lin Guan
- The First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Jiani Wang
- The First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Ying Wang
- The First Affiliated Hospital of China Medical University , Shenyang , P.R. China
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Blundon MA, Dasgupta S. Metabolic Dysregulation Controls Endocrine Therapy-Resistant Cancer Recurrence and Metastasis. Endocrinology 2019; 160:1811-1820. [PMID: 31157867 PMCID: PMC6620757 DOI: 10.1210/en.2019-00097] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 05/24/2019] [Indexed: 01/16/2023]
Abstract
Cancer recurrence and metastasis involves many biological interactions, such as genetic, transcription, environmental, endocrine signaling, and metabolism. These interactions add a complex understanding of cancer recurrence and metastatic progression, delaying the advancement in therapeutic opportunities. We highlight the recent advances on the molecular complexities of endocrine-related cancers, focusing on breast and prostate cancer, and briefly review how endocrine signaling and metabolic programs can influence transcriptional complexes for metastasis competence. Nuclear receptors and transcriptional coregulators function as molecular nodes for the crosstalk between endocrine signaling and metabolism that alter downstream gene expression important for tumor progression and metastasis. This exciting regulatory axis may provide insights to the development of cancer therapeutics important for these desensitized endocrine-dependent cancers.
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Affiliation(s)
- Malachi A Blundon
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Subhamoy Dasgupta
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York
- Correspondence: Subhamoy Dasgupta, PhD, Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, New York 14263. E-mail:
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Su M, Wang P, Wang X, Zhang M, Wei S, Liu K, Han S, Han X, Deng Y, Shen L. Nuclear CD44 Mediated by Importin β Participated in Naïve Genes Transcriptional Regulation in C3A-iCSCs. Int J Biol Sci 2019; 15:1252-1260. [PMID: 31223284 PMCID: PMC6567805 DOI: 10.7150/ijbs.28235] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 03/12/2019] [Indexed: 12/26/2022] Open
Abstract
CD44 is one of biomarkers of liver cancer stem cells (CSCs). The investigation of mechanism of CD44 translocation helps to uncover new molecular pathways participated in the regulation of various cellular processes in CSCs. In the present study, we observed the translocation of CD44 from cytoplasm to nuclear in the reprogramming process of C3A cells, full-length CD44 presented in the nucleus of liver iCSCs. CD44 was bound with importin β and transportin 1 in liver iCSCs. Inhibition of importin β transport leads to reduction of CD44 in the nucleus. Translocation of CD44 is also influenced by importin α. Besides, overexpression of naïve pluripotent genes, KLF2, KLF5, DNMT3L, GBX2, ZFP42, ESRRB and DPPA4 were found in liver iCSCs. Inhibition of CD44 leads to the reduction of these naïve genes. Luciferase and chromatin immunoprecipitation (ChIP) assays further identified nuclear CD44 bound to the promoter regions of naïve genes, KLF2, KLF5, and ESRRB functioned as transcriptional activators in liver iCSCs. Our present work provides new insight into the dynamic states and functions of CD44 in iCSCs.
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Affiliation(s)
- Ming Su
- Department of Cell Biology, School of Basic Medical Sciences, Peking University, Beijing, 100191, China
| | - Peipei Wang
- Beijing Cellonis Biotechnologies Co. Ltd, Zhongguancun Bio-Medicine Park, Beijing, People's Republic of China
| | - Xuan Wang
- State Key Laboratory of Organ Failure Research, Co-Innovation Center for Organ Failure Research, Guangdong Provincial Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Mingzhi Zhang
- Department of Cell Biology, School of Basic Medical Sciences, Peking University, Beijing, 100191, China
| | - Shiruo Wei
- Department of Cell Biology, School of Basic Medical Sciences, Peking University, Beijing, 100191, China
| | - Kaiyu Liu
- State Key Laboratory of Organ Failure Research, Co-Innovation Center for Organ Failure Research, Guangdong Provincial Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Shuo Han
- Medical Center of Human Reproduction, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100069, China
| | - Xu Han
- State Key Laboratory of Organ Failure Research, Co-Innovation Center for Organ Failure Research, Guangdong Provincial Southern Medical University, Guangzhou, Guangdong Province, 510515, China
| | - Yue Deng
- Beijing Cellonis Biotechnologies Co. Ltd, Zhongguancun Bio-Medicine Park, Beijing, People's Republic of China
| | - Li Shen
- Department of Cell Biology, School of Basic Medical Sciences, Peking University, Beijing, 100191, China
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Zhang D, Duan Y, Cun J, Yang Q. Identification of Prognostic Alternative Splicing Signature in Breast Carcinoma. Front Genet 2019; 10:278. [PMID: 30984247 PMCID: PMC6448481 DOI: 10.3389/fgene.2019.00278] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 03/12/2019] [Indexed: 12/29/2022] Open
Abstract
Background Increasing evidence indicated a close relationship between aberrant splicing variants and carcinoma, whereas comprehensive analysis of prognostic alternative splicing (AS) profiling in breast cancer (BRCA) is lacking and largely unknown. Methods RNA-seq data and corresponding clinical information of BRCA patients were obtained and integrated from The Cancer Genome Atlas (TCGA). Then SpliceSeq software was used to assess seven AS types and calculate the Percent Spliced In (PSI) value. Univariate followed by stepwise multivariate Cox regression analyses identified survival associated AS events and constructed the AS signature, which were further sent for enrichment analysis, respectively. Besides, the splicing correlation network was constructed. Additionally, nomogram incorporating AS signature and clinicopathological characteristics was developed and its efficacy was evaluated with respect to discrimination, calibration and clinical utility. Results A total of 45,421 AS events were detected, among which 3071 events were found associated with overall survival (OS) after strict filtering. Parent genes of these prognostic events were involved in BRCA-related processes including NF-kappaB and HIF-1 signaling pathway. Besides, the final prognostic signature built with 20 AS events performed well with an area under the curve (AUC) of receiver operating characteristic (ROC) curve up to 0.957 for 5 years. And gene set enrichment analysis (GSEA) also confirmed the candidate 20 AS events contributed to progression of BRCA. Moreover, the nomogram that incorporated 20-AS-event-based classifier, age, pathological stage and Her-2 status showed good calibration and moderate discrimination, with C-index of 0.883 (95% CI, 0.844–0.921). Decision curve analysis (DCA) confirmed more benefit was added to survival prediction with our nomogram, especially in 5 or 8 years with threshold probability up to 80%. Finally, splicing correlation network revealed an obvious regulatory pattern of prognostic splicing factors (SF) in BRCA. Conclusion This study provided a systematic portrait of survival-associated AS events involved in BRCA and further presented a AS-clinicopathological nomogram, which could be conveniently used to assist the individualized prediction of long-term survival probability for BRCA patients. And a series of bioinformatic analysis provided a promising perspective for further uncovering the underlying mechanisms of AS events and validating therapeutic targets for BRCA.
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Affiliation(s)
- Dong Zhang
- Department of Breast Surgery, Qilu Hospital, Shandong University, Jinan, China
| | - Yi Duan
- Department of Breast Surgery, Qilu Hospital, Shandong University, Jinan, China
| | - Jinjing Cun
- Department of Breast Surgery, Qilu Hospital, Shandong University, Jinan, China
| | - Qifeng Yang
- Department of Breast Surgery, Qilu Hospital, Shandong University, Jinan, China.,Department of Pathology Tissue Bank, Qilu Hospital, Shandong University, Jinan, China
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