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Zheng Q, Tang J, Aicher A, Bou Kheir T, Sabanovic B, Ananthanarayanan P, Reina C, Chen M, Gu JM, He B, Alcala S, Behrens D, Lawlo RT, Scarpa A, Hidalgo M, Sainz B, Sancho P, Heeschen C. Inhibiting NR5A2 targets stemness in pancreatic cancer by disrupting SOX2/MYC signaling and restoring chemosensitivity. J Exp Clin Cancer Res 2023; 42:323. [PMID: 38012687 PMCID: PMC10683265 DOI: 10.1186/s13046-023-02883-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 11/02/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a profoundly aggressive and fatal cancer. One of the key factors defining its aggressiveness and resilience against chemotherapy is the existence of cancer stem cells (CSCs). The important task of discovering upstream regulators of stemness that are amenable for targeting in PDAC is essential for the advancement of more potent therapeutic approaches. In this study, we sought to elucidate the function of the nuclear receptor subfamily 5, group A, member 2 (NR5A2) in the context of pancreatic CSCs. METHODS We modeled human PDAC using primary PDAC cells and CSC-enriched sphere cultures. NR5A2 was genetically silenced or inhibited with Cpd3. Assays included RNA-seq, sphere/colony formation, cell viability/toxicity, real-time PCR, western blot, immunofluorescence, ChIP, CUT&Tag, XF Analysis, lactate production, and in vivo tumorigenicity assays. PDAC models from 18 patients were treated with Cpd3-loaded nanocarriers. RESULTS Our findings demonstrate that NR5A2 plays a dual role in PDAC. In differentiated cancer cells, NR5A2 promotes cell proliferation by inhibiting CDKN1A. On the other hand, in the CSC population, NR5A2 enhances stemness by upregulating SOX2 through direct binding to its promotor/enhancer region. Additionally, NR5A2 suppresses MYC, leading to the activation of the mitochondrial biogenesis factor PPARGC1A and a shift in metabolism towards oxidative phosphorylation, which is a crucial feature of stemness in PDAC. Importantly, our study shows that the specific NR5A2 inhibitor, Cpd3, sensitizes a significant fraction of PDAC models derived from 18 patients to standard chemotherapy. This treatment approach results in durable remissions and long-term survival. Furthermore, we demonstrate that the expression levels of NR5A2/SOX2 can predict the response to treatment. CONCLUSIONS The findings of our study highlight the cell context-dependent effects of NR5A2 in PDAC. We have identified a novel pharmacological strategy to modulate SOX2 and MYC levels, which disrupts stemness and prevents relapse in this deadly disease. These insights provide valuable information for the development of targeted therapies for PDAC, offering new hope for improved patient outcomes. A Schematic illustration of the role of NR5A2 in cancer stem cells versus differentiated cancer cells, along with the action of the NR5A2 inhibitor Cpd3. B Overall survival of tumor-bearing mice following allocated treatment. A total of 18 PDX models were treated using a 2 x 1 x 1 approach (two animals per model per treatment); n=36 per group (illustration created with biorender.com ).
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Affiliation(s)
- Quan Zheng
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiajia Tang
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Alexandra Aicher
- Precision Immunotherapy, Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Immunology Research and Development Center, China Medical University, Taichung, Taiwan
| | - Tony Bou Kheir
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Berina Sabanovic
- Pancreatic Cancer Heterogeneity Lab, Candiolo Cancer Institute - FPO - IRCCS, Candiolo, Turin, Italy
| | - Preeta Ananthanarayanan
- Pancreatic Cancer Heterogeneity Lab, Candiolo Cancer Institute - FPO - IRCCS, Candiolo, Turin, Italy
| | - Chiara Reina
- Pancreatic Cancer Heterogeneity Lab, Candiolo Cancer Institute - FPO - IRCCS, Candiolo, Turin, Italy
| | - Minchun Chen
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jian-Min Gu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Bin He
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, China
| | - Sonia Alcala
- Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Chronic Diseases and Cancer Area 3 Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red, Área Cáncer, CIBERONC, ISCIII, Madrid, Spain
| | - Diana Behrens
- Experimental Pharmacology and Oncology Berlin-Buch GmbH, Berlin, Germany
| | - Rita T Lawlo
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
- ARC-Net, Applied Research On Cancer Centre, University of Verona, Verona, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona, Verona, Italy
- ARC-Net, Applied Research On Cancer Centre, University of Verona, Verona, Italy
| | - Manuel Hidalgo
- Clinical Research Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Bruno Sainz
- Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Chronic Diseases and Cancer Area 3 Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red, Área Cáncer, CIBERONC, ISCIII, Madrid, Spain
| | - Patricia Sancho
- IIS Aragon, Hospital Universitario Miguel Servet, 50009, Saragossa, Spain.
| | - Christopher Heeschen
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Pancreatic Cancer Heterogeneity Lab, Candiolo Cancer Institute - FPO - IRCCS, Candiolo, Turin, Italy.
- Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
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Cioffi M, Trabulo SM, Vallespinos M, Raj D, Kheir TB, Lin ML, Begum J, Baker AM, Amgheib A, Saif J, Perez M, Soriano J, Desco M, Gomez-Gaviro MV, Cusso L, Megias D, Aicher A, Heeschen C. The miR-25-93-106b cluster regulates tumor metastasis and immune evasion via modulation of CXCL12 and PD-L1. Oncotarget 2017; 8:21609-21625. [PMID: 28423491 PMCID: PMC5400610 DOI: 10.18632/oncotarget.15450] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 01/10/2017] [Indexed: 12/14/2022] Open
Abstract
The stromal microenvironment controls response to injury and inflammation, and is also an important determinant of cancer cell behavior. However, our understanding of its modulation by miRNA (miR) and their respective targets is still sparse. Here, we identified the miR-25-93-106b cluster and two new target genes as critical drivers for metastasis and immune evasion of cancer cells. Using miR-25-93-106b knockout mice or antagomiRs, we demonstrated regulation of the production of the chemoattractant CXCL12 controlling bone marrow metastasis. Moreover, we identified the immune checkpoint PD-L1 (CD274) as a novel miR-93/106b target playing a central role in diminishing tumor immunity. Eventually, upregulation of miR-93 and miR-106b via miR-mimics or treatment with an epigenetic reader domain (BET) inhibitor resulted in diminished expression of CXCL12 and PD-L1. These data suggest a potential new therapeutic rationale for use of BET inhibitors for dual targeting of cancers with strong immunosuppressive and metastatic phenotypes.
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Affiliation(s)
- Michele Cioffi
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Sara M Trabulo
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mireia Vallespinos
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Deepak Raj
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Tony Bou Kheir
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Meng-Lay Lin
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Julfa Begum
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ann-Marie Baker
- Tumour Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ala Amgheib
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jaimy Saif
- School of Clinical Sciences, University of Bristol, Bristol, UK
| | - Manuel Perez
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Joaquim Soriano
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Manuel Desco
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Maria Victoria Gomez-Gaviro
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Lorena Cusso
- Departamento de Ingenieria Biomedica e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Leganés, Spain.,Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain
| | - Diego Megias
- Confocal Microscopy Unit, Centro Nacional de Investigaciones Oncológicas, Spain
| | - Alexandra Aicher
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Christopher Heeschen
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.,Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, UK
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Zagorac S, Alcala S, Fernandez Bayon G, Bou Kheir T, Schoenhals M, González-Neira A, Fernandez Fraga M, Aicher A, Heeschen C, Sainz B. DNMT1 Inhibition Reprograms Pancreatic Cancer Stem Cells via Upregulation of the miR-17-92 Cluster. Cancer Res 2016; 76:4546-58. [PMID: 27261509 DOI: 10.1158/0008-5472.can-15-3268] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 04/27/2016] [Indexed: 12/23/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) and other carcinomas are hierarchically organized, with cancer stem cells (CSC) residing at the top of the hierarchy, where they drive tumor progression, metastasis, and chemoresistance. As CSC and non-CSC share an identical genetic background, we hypothesize that differences in epigenetics account for the striking functional differences between these two cell populations. Epigenetic mechanisms, such as DNA methylation, play an important role in maintaining pluripotency and regulating the differentiation of stem cells, but the role of DNA methylation in pancreatic CSC is obscure. In this study, we investigated the genome-wide DNA methylation profile of PDAC CSC, and we determined the importance of DNA methyltransferases for CSC maintenance and tumorigenicity. Using high-throughput methylation analysis, we discovered that sorted CSCs have a higher level of DNA methylation, regardless of the heterogeneity or polyclonality of the CSC populations present in the tumors analyzed. Mechanistically, CSC expressed higher DNMT1 levels than non-CSC. Pharmacologic or genetic targeting of DNMT1 in CSCs reduced their self-renewal and in vivo tumorigenic potential, defining DNMT1 as a candidate CSC therapeutic target. The inhibitory effect we observed was mediated in part through epigenetic reactivation of previously silenced miRNAs, in particular the miR-17-92 cluster. Together, our findings indicate that DNA methylation plays an important role in CSC biology and also provide a rationale to develop epigenetic modulators to target CSC plasticity and improve the poor outcome of PDAC patients. Cancer Res; 76(15); 4546-58. ©2016 AACR.
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Affiliation(s)
- Sladjana Zagorac
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom. Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Sonia Alcala
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain. Department of Biochemistry, Universidad Autónoma de Madrid, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain
| | - Gustavo Fernandez Bayon
- Cancer Epigenetics Unit, Asturias Central University Hospital, Spanish Council for Scientific Research (CSIC), Oviedo, Spain
| | - Tony Bou Kheir
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Matthieu Schoenhals
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Anna González-Neira
- Human Genotyping-Cegen Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Mario Fernandez Fraga
- Cancer Epigenetics Unit, Asturias Central University Hospital, Spanish Council for Scientific Research (CSIC), Oviedo, Spain
| | - Alexandra Aicher
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom. Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Christopher Heeschen
- Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom. Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain.
| | - Bruno Sainz
- Stem Cells & Cancer Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain. Department of Biochemistry, Universidad Autónoma de Madrid, Instituto de Investigaciones Biomédicas "Alberto Sols" CSIC-UAM, Madrid, Spain
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Sancho P, Burgos-Ramos E, Tavera A, Bou Kheir T, Jagust P, Schoenhals M, Barneda D, Sellers K, Campos-Olivas R, Graña O, Viera CR, Yuneva M, Sainz B, Heeschen C. MYC/PGC-1α Balance Determines the Metabolic Phenotype and Plasticity of Pancreatic Cancer Stem Cells. Cell Metab 2015; 22:590-605. [PMID: 26365176 DOI: 10.1016/j.cmet.2015.08.015] [Citation(s) in RCA: 501] [Impact Index Per Article: 55.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2014] [Revised: 06/25/2015] [Accepted: 08/11/2015] [Indexed: 12/12/2022]
Abstract
The anti-diabetic drug metformin targets pancreatic cancer stem cells (CSCs), but not their differentiated progenies (non-CSCs), which may be related to distinct metabolic phenotypes. Here we conclusively demonstrate that while non-CSCs were highly glycolytic, CSCs were dependent on oxidative metabolism (OXPHOS) with very limited metabolic plasticity. Thus, mitochondrial inhibition, e.g., by metformin, translated into energy crisis and apoptosis. However, resistant CSC clones eventually emerged during treatment with metformin due to their intermediate glycolytic/respiratory phenotype. Mechanistically, suppression of MYC and subsequent increase of PGC-1α were identified as key determinants for the OXPHOS dependency of CSCs, which was abolished in resistant CSC clones. Intriguingly, no resistance was observed for the mitochondrial ROS inducer menadione and resistance could also be prevented/reversed for metformin by genetic/pharmacological inhibition of MYC. Thus, the specific metabolic features of pancreatic CSCs are amendable to therapeutic intervention and could provide the basis for developing more effective therapies to combat this lethal cancer.
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Affiliation(s)
- Patricia Sancho
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain.
| | - Emma Burgos-Ramos
- Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Alejandra Tavera
- Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Tony Bou Kheir
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Petra Jagust
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Matthieu Schoenhals
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - David Barneda
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Katherine Sellers
- The Francis Crick Institute, Mill Hill Laboratories, The Ridgeway, London NW7 1AA, UK
| | - Ramon Campos-Olivas
- Spectroscopy and NMR Unit, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Osvaldo Graña
- Bioinformatics Unit and Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Catarina R Viera
- Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Mariia Yuneva
- The Francis Crick Institute, Mill Hill Laboratories, The Ridgeway, London NW7 1AA, UK
| | - Bruno Sainz
- Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain
| | - Christopher Heeschen
- Centre for Stem Cells in Cancer & Ageing, Barts Cancer Institute, Queen Mary University of London, London EC1M 6BQ, UK; Stem Cells & Cancer Group, Molecular Pathology Programme, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain.
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Bou Kheir T, Futoma-Kazmierczak E, Jacobsen A, Krogh A, Bardram L, Hother C, Grønbæk K, Federspiel B, Lund AH, Friis-Hansen L. miR-449 inhibits cell proliferation and is down-regulated in gastric cancer. Mol Cancer 2011; 10:29. [PMID: 21418558 PMCID: PMC3070685 DOI: 10.1186/1476-4598-10-29] [Citation(s) in RCA: 185] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2010] [Accepted: 03/18/2011] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Gastric cancer is the fourth most common cancer in the world and the second most prevalent cause of cancer related death. The development of gastric cancer is mainly associated with H. Pylori infection leading to a focus in pathology studies on bacterial and environmental factors, and to a lesser extent on the mechanistic development of the tumour. MicroRNAs are small non-coding RNA molecules involved in post-transcriptional gene regulation. They are found to regulate genes involved in diverse biological functions and alterations in microRNA expression have been linked to the pathogenesis of many malignancies. The current study is focused on identifying microRNAs involved in gastric carcinogenesis and to explore their mechanistic relevance by characterizing their targets. RESULTS Invitrogen NCode miRNA microarrays identified miR-449 to be decreased in 1-year-old Gastrin KO mice and in H. Pylori infected gastric tissues compared to tissues from wild type animals. Growth rate of gastric cell lines over-expressing miR-449 was inhibited by 60% compared to controls. FACS cell cycle analysis of miR-449 over-expressing cells showed a significant increase in the sub-G1 fraction indicative of apoptosis. ß-Gal assays indicated a senescent phenotype of gastric cell lines over-expressing miR-449. Affymetrix 133v2 arrays identified GMNN, MET, CCNE2, SIRT1 and CDK6 as miR-449 targets. Luciferase assays were used to confirm GMNN, MET, CCNE2 and SIRT1 as direct targets. We also show that miR-449 over-expression activated p53 and its downstream target p21 as well as the apoptosis markers cleaved CASP3 and PARP. Importantly, qPCR analyses showed a loss of miR-449 expression in human clinical gastric tumours compared to normal tissues. CONCLUSIONS In this study, we document a diminished expression of miR-449 in Gastrin KO mice and further confirmed its loss in human gastric tumours. We investigated the function of miR-449 by identifying its direct targets. Furthermore we show that miR-449 induces senescence and apoptosis by activating the p53 pathway.
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Affiliation(s)
- Tony Bou Kheir
- BRIC-Biotech Research & Innovation Centre and Centre for Epigenetics, University of Copenhagen, Copenhagen, Denmark
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