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Wang K, Bhattacharya A, Haratake N, Daimon T, Nakashoji A, Ozawa H, Peng B, Li W, Kufe D. XIST and MUC1-C form an auto-regulatory pathway in driving cancer progression. Cell Death Dis 2024; 15:330. [PMID: 38740827 PMCID: PMC11091074 DOI: 10.1038/s41419-024-06684-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 04/10/2024] [Accepted: 04/15/2024] [Indexed: 05/16/2024]
Abstract
The long non-coding RNA X-inactive specific transcript (lncRNA XIST) and MUC1 gene are dysregulated in chronic inflammation and cancer; however, there is no known interaction of their functions. The present studies demonstrate that MUC1-C regulates XIST lncRNA levels by suppressing the RBM15/B, WTAP and METTL3/14 components of the m6A methylation complex that associate with XIST A repeats. MUC1-C also suppresses the YTHDF2-CNOT1 deadenylase complex that recognizes m6A sites and contributes to XIST decay with increases in XIST stability and expression. In support of an auto-regulatory pathway, we show that XIST regulates MUC1-C expression by promoting NF-κB-mediated activation of the MUC1 gene. Of significance, MUC1-C and XIST regulate common genes associated with inflammation and stemness, including (i) miR-21 which is upregulated across pan-cancers, and (ii) TDP-43 which associates with the XIST E repeats. Our results further demonstrate that the MUC1-C/XIST pathway (i) is regulated by TDP-43, (ii) drives stemness-associated genes, and (iii) is necessary for self-renewal capacity. These findings indicate that the MUC1-C/XIST auto-regulatory axis is of importance in cancer progression.
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Affiliation(s)
- Keyi Wang
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | | | - Naoki Haratake
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Tatsuaki Daimon
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Ayako Nakashoji
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Hiroki Ozawa
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Bo Peng
- Department of Urology, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
| | - Wei Li
- Department of Urology, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
| | - Donald Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
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2
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Ramazi S, Daddzadi M, Sahafnejad Z, Allahverdi A. Epigenetic regulation in lung cancer. MedComm (Beijing) 2023; 4:e401. [PMID: 37901797 PMCID: PMC10600507 DOI: 10.1002/mco2.401] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 09/04/2023] [Accepted: 09/08/2023] [Indexed: 10/31/2023] Open
Abstract
Lung cancer is indeed a major cause of cancer-related deaths worldwide. The development of tumors involves a complex interplay of genetic, epigenetic, and environmental factors. Epigenetic mechanisms, including DNA methylation (DNAm), histone modifications, and microRNA expression, play a crucial role in this process. Changes in DNAm patterns can lead to the silencing of important genes involved in cellular functions, contributing to the development and progression of lung cancer. MicroRNAs and exosomes have also emerged as reliable biomarkers for lung cancer. They can provide valuable information about early diagnosis and treatment assessment. In particular, abnormal hypermethylation of gene promoters and its effects on tumorigenesis, as well as its roles in the Wnt signaling pathway, have been extensively studied. Epigenetic drugs have shown promise in the treatment of lung cancer. These drugs target the aberrant epigenetic modifications that are involved in the development and progression of the disease. Several factors have been identified as drug targets in non-small cell lung cancer. Recently, combination therapy has been discussed as a successful strategy for overcoming drug resistance. Overall, understanding the role of epigenetic mechanisms and their targeting through drugs is an important area of research in lung cancer treatment.
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Affiliation(s)
- Shahin Ramazi
- Department of BiophysicsFaculty of Biological SciencesTarbiat Modares UniversityTehranIran
| | - Meadeh Daddzadi
- Department of BiotechnologyFaculty of Advanced Science and TechnologyTehran Medical SciencesIslamic Azad UniversityTehranIran
| | - Zahra Sahafnejad
- Department of BiophysicsFaculty of Biological SciencesTarbiat Modares UniversityTehranIran
| | - Abdollah Allahverdi
- Department of BiophysicsFaculty of Biological SciencesTarbiat Modares UniversityTehranIran
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Bhattacharya A, Fushimi A, Wang K, Yamashita N, Morimoto Y, Ishikawa S, Daimon T, Liu T, Liu S, Long MD, Kufe D. MUC1-C intersects chronic inflammation with epigenetic reprogramming by regulating the set1a compass complex in cancer progression. Commun Biol 2023; 6:1030. [PMID: 37821650 PMCID: PMC10567710 DOI: 10.1038/s42003-023-05395-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 09/27/2023] [Indexed: 10/13/2023] Open
Abstract
Chronic inflammation promotes epigenetic reprogramming in cancer progression by pathways that remain unclear. The oncogenic MUC1-C protein is activated by the inflammatory NF-κB pathway in cancer cells. There is no known involvement of MUC1-C in regulation of the COMPASS family of H3K4 methyltransferases. We find that MUC1-C regulates (i) bulk H3K4 methylation levels, and (ii) the COMPASS SET1A/SETD1A and WDR5 genes by an NF-κB-mediated mechanism. The importance of MUC1-C in regulating the SET1A COMPASS complex is supported by the demonstration that MUC1-C and WDR5 drive expression of FOS, ATF3 and other AP-1 family members. In a feedforward loop, MUC1-C, WDR5 and AP-1 contribute to activation of genes encoding TRAF1, RELB and other effectors in the chronic NF-κB inflammatory response. We also show that MUC1-C, NF-κB, WDR5 and AP-1 are necessary for expression of the (i) KLF4 master regulator of the pluripotency network and (ii) NOTCH1 effector of stemness. In this way, MUC1-C/NF-κB complexes recruit SET1A/WDR5 and AP-1 to enhancer-like signatures in the KLF4 and NOTCH1 genes with increases in H3K4me3 levels, chromatin accessibility and transcription. These findings indicate that MUC1-C regulates the SET1A COMPASS complex and the induction of genes that integrate NF-κB-mediated chronic inflammation with cancer progression.
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Affiliation(s)
| | - Atsushi Fushimi
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Keyi Wang
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Nami Yamashita
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | | | - Satoshi Ishikawa
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Tatsuaki Daimon
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Tao Liu
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Song Liu
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Mark D Long
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Donald Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
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4
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Li Z, Guo T, Zhao S, Lin M. The Therapeutic Effects of MUC1-C shRNA@Fe 3O 4 Magnetic Nanoparticles in Alternating Magnetic Fields on Triple-Negative Breast Cancer. Int J Nanomedicine 2023; 18:5651-5670. [PMID: 37822991 PMCID: PMC10563812 DOI: 10.2147/ijn.s426849] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/25/2023] [Indexed: 10/13/2023] Open
Abstract
Purpose Improving the treatment of triple-negative breast cancer (TNBC) is a serious challenge today. The primary objective of this study was to construct MUC1-C shRNA@ Fe3O4 magnetic nanoparticles (MNPs) and investigate their potential therapeutic benefits in alternating magnetic fields (AMF) on TNBC. Methods Firstly, we verified the high expression of MUC1 in TNBC and synthesized specific MUC1-C shRNA plasmids (MUC1-C shRNA). Then, we prepared and characterized MUC1-C shRNA@Fe3O4 MNPs and confirmed their MUC1-C gene silencing effect and magneto-thermal conversion ability in AMF. Moreover, the inhibitory effects on TNBC in vitro and in vivo were observed as well as biosafety. Finally, the protein levels of BCL-2-associated X protein (Bax), cleaved-caspase3, glutathione peroxidase inhibitor 4 (GPX4), nuclear factor erythroid 2-related factor 2 (NRF2), and ferritin heavy chain 1 (FTH1) in TNBC cells and tissues were examined, and it was speculated that apoptosis and ferroptosis were involved in the synergistic treatment. Results MUC1-C shRNA@ Fe3O4 MNPs have a size of ~75 nm, with an encapsulation rate of (29.78±0.63) %, showing excellent gene therapy and magnetic hyperthermia functions. Under a constant AMF (3Kw) and a set concentration (200µg mL-1), the nanoparticles could be rapidly warmed up within 20 minutes and stabilized at about 43 °C. It could be uptaken by TNBC cells through endocytosis and significantly inhibit their proliferation and migration, with a growth inhibition rate of 79.22% for TNBC tumors. After treatment, GPX4, NRF2, and FTH1 expression levels in TNBC cells and tumor tissues were suppressed, while Bax and cleaved-caspase3 were increased. As key therapeutic measures, gene therapy, and magnetic hyperthermia have shown a synergistic effect in this treatment strategy, with a combined index (q index) of 1.23. Conclusion In conclusion, we developed MUC1-C shRNA@Fe3O4 MNPs with magnetic hyperthermia and gene therapy functions, which have shown satisfactory therapeutic effects on TNBC without significant side effects. This study provides a potential option for the precision treatment of TNBC.
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Affiliation(s)
- Zhifeng Li
- Medical School of Nantong University, Nantong, Jiangsu, People’s Republic of China
- Clinical Laboratory, Taizhou People’s Hospital (Affiliated Hospital 5 of Nantong University), Taizhou, Jiangsu, People’s Republic of China
| | - Ting Guo
- Research Center of Clinical Medicine, Taizhou People’s Hospital (Affiliated Hospital 5 of Nantong University), Taizhou, Jiangsu, People’s Republic of China
| | - Susu Zhao
- Department of Pathology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Mei Lin
- Clinical Laboratory, Taizhou People’s Hospital (Affiliated Hospital 5 of Nantong University), Taizhou, Jiangsu, People’s Republic of China
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Jin W, Zhang M, Dong C, Huang L, Luo Q. The multifaceted role of MUC1 in tumor therapy resistance. Clin Exp Med 2023; 23:1441-1474. [PMID: 36564679 DOI: 10.1007/s10238-022-00978-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 12/10/2022] [Indexed: 12/24/2022]
Abstract
Tumor therapeutic resistances are frequently linked to the recurrence and poor prognosis of cancers and have been a key bottleneck in clinical tumor treatment. Mucin1 (MUC1), a heterodimeric transmembrane glycoprotein, exhibits abnormally overexpression in a variety of human tumors and has been confirmed to be related to the formation of therapeutic resistance. In this review, the multifaceted roles of MUC1 in tumor therapy resistance are summarized from aspects of pan-cancer principles shared among therapies and individual mechanisms dependent on different therapies. Concretely, the common mechanisms of therapy resistance across cancers include interfering with gene expression, promoting genome instability, modifying tumor microenvironment, enhancing cancer heterogeneity and stemness, and activating evasion and metastasis. Moreover, the individual mechanisms of therapy resistance in chemotherapy, radiotherapy, and biotherapy are introduced. Last but not least, MUC1-involved therapy resistance in different types of cancers and MUC1-related clinical trials are summarized.
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Affiliation(s)
- Weiqiu Jin
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200025, China
- Department of Histoembryology, Genetics and Developmental Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory of Reproductive Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Mengwei Zhang
- Department of Histoembryology, Genetics and Developmental Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory of Reproductive Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Department of Liver Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Changzi Dong
- Department of Bioengineering, School of Engineering and Science, University of Pennsylvania, Philadelphia, 19104, USA
| | - Lei Huang
- Department of Histoembryology, Genetics and Developmental Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Key Laboratory of Reproductive Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Innovative Research Team of High-Level Local Universities in Shanghai, Shanghai, China.
| | - Qingquan Luo
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, 200025, China.
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Radziejewska I. Galectin-3 and Epithelial MUC1 Mucin-Interactions Supporting Cancer Development. Cancers (Basel) 2023; 15:2680. [PMID: 37345016 DOI: 10.3390/cancers15102680] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/04/2023] [Accepted: 05/05/2023] [Indexed: 06/23/2023] Open
Abstract
Aberrant glycosylation of cell surface proteins is a very common feature of many cancers. One of the glycoproteins, which undergoes specific alterations in the glycosylation of tumor cells is epithelial MUC1 mucin, which is highly overexpressed in the malignant state. Such changes lead to the appearance of tumor associated carbohydrate antigens (TACAs) on MUC1, which are rarely seen in healthy cells. One of these structures is the Thomsen-Friedenreich disaccharide Galβ1-3GalNAc (T or TF antigen), which is typical for about 90% of cancers. It was revealed that increased expression of the T antigen has a big impact on promoting cancer progression and metastasis, among others, due to the interaction of this antigen with the β-galactose binding protein galectin-3 (Gal-3). In this review, we summarize current information about the interactions between the T antigen on MUC1 mucin and Gal-3, and their impact on cancer progression and metastasis.
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Affiliation(s)
- Iwona Radziejewska
- Department of Medical Chemistry, Medical University of Białystok, ul. Mickiewicza 2a, 15-222 Białystok, Poland
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7
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Yamashita N, Morimoto Y, Fushimi A, Ahmad R, Bhattacharya A, Daimon T, Haratake N, Inoue Y, Ishikawa S, Yamamoto M, Hata T, Akiyoshi S, Hu Q, Liu T, Withers H, Liu S, Shapiro GI, Yoshizumi T, Long MD, Kufe D. MUC1-C Dictates PBRM1-Mediated Chronic Induction of Interferon Signaling, DNA Damage Resistance, and Immunosuppression in Triple-Negative Breast Cancer. Mol Cancer Res 2023; 21:274-289. [PMID: 36445328 PMCID: PMC9975675 DOI: 10.1158/1541-7786.mcr-22-0772] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 10/25/2022] [Accepted: 11/23/2022] [Indexed: 12/03/2022]
Abstract
The polybromo-1 (PBRM1) chromatin-targeting subunit of the SWI/SNF PBAF chromatin remodeling complex drives DNA damage resistance and immune evasion in certain cancer cells through mechanisms that remain unclear. STAT1 and IRF1 are essential effectors of type I and II IFN pathways. Here, we report that MUC1-C is necessary for PBRM1 expression and that it forms a nuclear complex with PBRM1 in triple-negative breast cancer (TNBC) cells. Analysis of global transcriptional (RNA-seq) and chromatin accessibility (ATAC-seq) profiles further demonstrated that MUC1-C and PBRM1 drive STAT1 and IRF1 expression by increasing chromatin accessibility of promoter-like signatures (PLS) on their respective genes. We also found that MUC1-C, PBRM1, and IRF1 increase the expression and chromatin accessibility on PLSs of the (i) type II IFN pathway IDO1 and WARS genes and (ii) type I IFN pathway RIG-I, MDA5, and ISG15 genes that collectively contribute to DNA damage resistance and immune evasion. In support of these results, targeting MUC1-C in wild-type BRCA TNBC cells enhanced carboplatin-induced DNA damage and the loss of self-renewal capacity. In addition, MUC1-C was necessary for DNA damage resistance, self-renewal, and tumorigenicity in olaparib-resistant BRCA1-mutant TNBC cells. Analysis of TNBC tumors corroborated that (i) MUC1 and PBRM1 are associated with decreased responsiveness to chemotherapy and (ii) MUC1-C expression is associated with the depletion of tumor-infiltrating lymphocytes (TIL). These findings demonstrate that MUC1-C activates PBRM1, and thereby chromatin remodeling of IFN-stimulated genes that promote chronic inflammation, DNA damage resistance, and immune evasion. IMPLICATIONS MUC1-C is necessary for PBRM1-driven chromatin remodeling in chronic activation of IFN pathway genes that promote DNA damage resistance and immunosuppression.
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Affiliation(s)
- Nami Yamashita
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Yoshihiro Morimoto
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Atsushi Fushimi
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Rehan Ahmad
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Atrayee Bhattacharya
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Tatsuaki Daimon
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Naoki Haratake
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Yuka Inoue
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Satoshi Ishikawa
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Masaaki Yamamoto
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Tsuyoshi Hata
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Sayuri Akiyoshi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Qiang Hu
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Tao Liu
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Henry Withers
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Song Liu
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Geoffrey I. Shapiro
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Mark D. Long
- Department of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York
- Corresponding Authors: Donald Kufe, Dana-Farber Cancer Institute, 450 Brookline Avenue, D830, Boston, MA 02215. E-mail: ; and Mark D. Long,
| | - Donald Kufe
- Department of Medical Oncology, Dana-Farber Cancer Institute Harvard Medical School, Boston, Massachusetts
- Corresponding Authors: Donald Kufe, Dana-Farber Cancer Institute, 450 Brookline Avenue, D830, Boston, MA 02215. E-mail: ; and Mark D. Long,
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8
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Zhou Y, Yang Z, Zhang H, Li H, Zhang M, Wang H, Zhang M, Qiu P, Zhang R, Liu J. DNMT3A facilitates colorectal cancer progression via regulating DAB2IP mediated MEK/ERK activation. Biochim Biophys Acta Mol Basis Dis 2022; 1868:166353. [DOI: 10.1016/j.bbadis.2022.166353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 01/10/2022] [Accepted: 01/12/2022] [Indexed: 12/16/2022]
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Raos D, Ulamec M, Katusic Bojanac A, Bulic-Jakus F, Jezek D, Sincic N. Epigenetically inactivated RASSF1A as a tumor biomarker. Bosn J Basic Med Sci 2021; 21:386-397. [PMID: 33175673 PMCID: PMC8292865 DOI: 10.17305/bjbms.2020.5219] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 11/11/2020] [Indexed: 12/18/2022] Open
Abstract
RASSF1A, one of the eight isoforms of the RASSF1 gene, is a tumor suppressor gene that influences tumor initiation and development. In cancer, RASSF1A is frequently inactivated by mutations, loss of heterozygosity, and, most commonly, by promoter hypermethylation. Epigenetic inactivation of RASSF1A was detected in various cancer types and led to significant interest; current research on RASSF1A promoter methylation focuses on its roles as an epigenetic tumor biomarker. Typically, researchers analyzed genomic DNA (gDNA) to measure the amount of RASSF1A promoter methylation. Cell-free DNA (cfDNA) from liquid biopsies is a recent development showing promise as an early cancer diagnostic tool using biomarkers, such as RASSF1A. This review discusses the evidence on aberrantly methylated RASSF1A in gDNA and cfDNA from different cancer types and its utility for early cancer diagnosis, prognosis, and surveillance. We compared methylation frequencies of RASSF1A in gDNA and cfDNA in various cancer types. The weaknesses and strengths of these analyses are discussed. In conclusion, although the importance of RASSSF1A methylation to cancer has been established and is included in several diagnostic panels, its diagnostic utility is still experimental.
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Affiliation(s)
- Dora Raos
- Department of Medical Biology, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Group for Research on Epigenetic Biomarkers, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Centre of Excellence for Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Monika Ulamec
- Scientific Group for Research on Epigenetic Biomarkers, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Centre of Excellence for Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia; Ljudevit Jurak Clinical Department of Pathology and Cytology, Sestre Milosrdnice University Hospital Center, Zagreb, Croatia; Department of Pathology, University of Zagreb School of Dental Medicine and School of Medicine, Zagreb, Croatia
| | - Ana Katusic Bojanac
- Department of Medical Biology, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Centre of Excellence for Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Floriana Bulic-Jakus
- University of Zagreb School of Medicine, Department of Medical Biology, Zagreb, Croatia
| | - Davor Jezek
- Scientific Centre of Excellence for Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia; Department of Histology and Embryology, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Nino Sincic
- Department of Medical Biology, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Group for Research on Epigenetic Biomarkers, University of Zagreb School of Medicine, Zagreb, Croatia; Scientific Centre of Excellence for Reproductive and Regenerative Medicine, University of Zagreb School of Medicine, Zagreb, Croatia
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10
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Reye G, Huang X, Britt KL, Meinert C, Blick T, Xu Y, Momot KI, Lloyd T, Northey JJ, Thompson EW, Hugo HJ. RASSF1A Suppression as a Potential Regulator of Mechano-Pathobiology Associated with Mammographic Density in BRCA Mutation Carriers. Cancers (Basel) 2021; 13:cancers13133251. [PMID: 34209669 PMCID: PMC8269117 DOI: 10.3390/cancers13133251] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 06/23/2021] [Accepted: 06/26/2021] [Indexed: 01/26/2023] Open
Abstract
High mammographic density (MD) increases breast cancer (BC) risk and creates a stiff tissue environment. BC risk is also increased in BRCA1/2 gene mutation carriers, which may be in part due to genetic disruption of the tumour suppressor gene Ras association domain family member 1 (RASSF1A), a gene that is also directly regulated by tissue stiffness. High MD combined with BRCA1/2 mutations further increase breast cancer risk, yet BRCA1/2 mutations alone or in combination do not increase MD. The molecular basis for this additive effect therefore remains unclear. We studied the interplay between MD, stiffness, and BRCA1/2 mutation status in human mammary tissue obtained after prophylactic mastectomy from women at risk of developing BC. Our results demonstrate that RASSF1A expression increased in MCF10DCIS.com cell cultures with matrix stiffness up until ranges corresponding with BiRADs 4 stiffnesses (~16 kPa), but decreased in higher stiffnesses approaching malignancy levels (>50 kPa). Similarly, higher RASSF1A protein was seen in these cells when co-cultivated with high MD tissue in murine biochambers. Conversely, local stiffness, as measured by collagen I versus III abundance, repressed RASSF1A protein expression in BRCA1, but not BRCA2 gene mutated tissues; regional density as measured radiographically repressed RASSF1A in both BRCA1/2 mutated tissues. The combinatory effect of high MD and BRCA mutations on breast cancer risk may be due to RASSF1A gene repression in regions of increased tissue stiffness.
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Affiliation(s)
- Gina Reye
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4006, Australia; (G.R.); (X.H.); (T.B.); (E.W.T.)
- Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Xuan Huang
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4006, Australia; (G.R.); (X.H.); (T.B.); (E.W.T.)
- Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Kara L. Britt
- Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia;
| | - Christoph Meinert
- Herston Biofabrication Institute, Metro North Hospital and Health Service, Brisbane, QLD 4029, Australia;
- Gelomics Pty. Ltd., Brisbane, QLD 4059, Australia
| | - Tony Blick
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4006, Australia; (G.R.); (X.H.); (T.B.); (E.W.T.)
- Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Yannan Xu
- Central Analytical Research Facility, Queensland University of Technology, Brisbane, QLD 4000, Australia;
| | - Konstantin I. Momot
- Faculty of Science, School of Chemistry and Physics, Queensland University of Technology, Brisbane, QLD 4000, Australia;
| | - Thomas Lloyd
- Department of Radiology, The Princess Alexandra Hospital, Woollongabba, QLD 4102, Australia;
| | - Jason J. Northey
- Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA;
| | - Erik W. Thompson
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4006, Australia; (G.R.); (X.H.); (T.B.); (E.W.T.)
- Translational Research Institute, Woolloongabba, QLD 4102, Australia
| | - Honor J. Hugo
- School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4006, Australia; (G.R.); (X.H.); (T.B.); (E.W.T.)
- Translational Research Institute, Woolloongabba, QLD 4102, Australia
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia
- School of Medicine and Dentistry, Griffith University, Birtinya, QLD 4575, Australia
- Correspondence:
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Kufe DW. MUC1-C in chronic inflammation and carcinogenesis; emergence as a target for cancer treatment. Carcinogenesis 2021; 41:1173-1183. [PMID: 32710608 DOI: 10.1093/carcin/bgaa082] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/14/2020] [Accepted: 07/20/2020] [Indexed: 02/06/2023] Open
Abstract
Chronic inflammation is a highly prevalent consequence of changes in environmental and lifestyle factors that contribute to the development of cancer. The basis for this critical association has largely remained unclear. The MUC1 gene evolved in mammals to protect epithelia from the external environment. The MUC1-C subunit promotes responses found in wound healing and cancer. MUC1-C induces EMT, epigenetic reprogramming, dedifferentiation and pluripotency factor expression, which when prolonged in chronic inflammation promote cancer progression. As discussed in this review, MUC1-C also drives drug resistance and immune evasion, and is an important target for cancer therapeutics now under development.
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Affiliation(s)
- Donald W Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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12
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CircHECTD1 up-regulates mucin 1 expression to accelerate hepatocellular carcinoma development by targeting microRNA-485-5p via a competing endogenous RNA mechanism. Chin Med J (Engl) 2021; 133:1774-1785. [PMID: 32675746 PMCID: PMC7469999 DOI: 10.1097/cm9.0000000000000917] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Background: Non-coding RNAs have attracted considerable attention for their vital role in cancer. The purpose of this study was to determine the effects of non-coding RNAs on hepatocellular carcinoma (HCC) and reveal their regulatory mechanism in the pathophysiological process. Methods: We measured the expression of mucin 1 (MUC1) and miR-485-5p in tissues from 15 HCC patients and in liver cancer cell lines by quantitative real-time polymerase chain reaction and Western blot, screened for aberrantly expressed microRNAs (miRNAs) by miRNA microarrays. Bioinformatics tools were used to find the miRNA and circular RNA that regulated MUC1, which were validated by RNA immunoprecipitation assay and luciferase reporter assay. Cell counting kit-8, Transwell assays, and flow cytometry were used to conduct functional experiments. Proteins were examined by western blot and immunohistochemical staining assays. Significant differences between groups were estimated using the one-way analysis of variance. A P < 0.05 was considered statistically significant. Results: MUC1 was overexpressed in HCC tissues compared with that in paratumor tissues (normal vs. tumor, 1.007 ± 0.215 vs. 75.213 ± 18.403, t = 18.401, P < 0.001) while miR-485-5p was down-regulated (normal vs. tumor, 4.894 ± 0.684 vs. 1.586 ± 0.398, t = 16.191, P < 0.001). Inhibition of miR-485-5p promoted cell proliferation (73.33% ± 5.13% vs. 41.33% ± 3.51%, t = 8.913, P < 0.001), migration (102 ± 8 cells vs. 46 ± 8 cells, t = 8.681, P < 0.001), invasion (59 ± 7 cells vs. 28 ± 2 cells, t = 8.034, P < 0.01), and suppressed apoptosis (22.64% ± 6.97% vs. 36.33% ± 3.96%, t = 2.958, P < 0.05) of HepG2 cells with which MUC1 is knocked down. Mechanically, miR-485-5p binds to MUC1, while circHECTD1 binds to miR-485-5p, resulting in the indirect up-regulation of the MUC1 level. Conclusions: Our findings reveal that circHECTD1 facilitates HCC progression by sponging miR-485-5p to up-regulate MUC1.
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Abstract
A dynamic mucosal layer shields the epithelial cells lining the body cavities and is made up of high molecular weight, heavily glycosylated, multidomain proteins called mucins. Mucins, broadly grouped into transmembrane and secreted mucins, are the first responders to any mechanical or chemical insult to the epithelia and help maintain tissue homeostasis. However, their intrinsic properties to protect and repair the epithelia are exploited during oncogenic processes, where mucins are metamorphosed to aid the tumor cells in their malignant journey. Diverse domains, like the variable number tandem repeats (VNTR), sea urchin sperm protein enterokinase and agrin (SEA), adhesion-associated domain (AMOP), nidogen-like domain (NIDO), epidermal growth factor-like domain (EGF), and von Willebrand factor type D domain (vWD) on mucins, including MUC1, MUC4, MUC5AC, MUC5B, and MUC16, have been shown to facilitate cell-to-cell and cell-to-matrix interactions, and cell-autonomous signaling to promote tumorigenesis and distant dissemination of tumor cells. Several obstacles have limited the study of mucins, including technical difficulties in working with these huge glycoproteins, the dearth of scientific tools, and lack of animal models; thus, the tissue-dependent and domain-specific roles of mucins during mucosal protection, chronic inflammation, tumorigenesis, and hematological dissemination of malignant cells are still unclear. Future studies should try to integrate information on the rheological, molecular, and biological characteristics of mucins to comprehensively delineate their pathophysiological role and evaluate their suitability as targets in future diagnostic and therapeutic strategies.
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14
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Li W, Zhang N, Jin C, Long MD, Rajabi H, Yasumizu Y, Fushimi A, Yamashita N, Hagiwara M, Zheng R, Wang J, Kui L, Singh H, Kharbanda S, Hu Q, Liu S, Kufe D. MUC1-C drives stemness in progression of colitis to colorectal cancer. JCI Insight 2020; 5:137112. [PMID: 32427590 DOI: 10.1172/jci.insight.137112] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 05/06/2020] [Indexed: 12/28/2022] Open
Abstract
Colitis is associated with the development of colorectal cancer (CRC) by largely undefined mechanisms that are critical for understanding the link between inflammation and cancer. Intestinal stem cells (ISCs) marked by leucine-rich repeat-containing G protein-coupled receptor 5 (LGR5) expression are of importance in both the inflammatory response to colitis and progression to colitis-associated colon cancer (CACC). Here, we report in human mucin 1-transgenic (MUC1-transgenic) mouse models of CACC, targeting the MUC1-C oncogenic protein suppresses the (a) Lgr5+ ISC population, (b) induction of Myc and core pluripotency stem cell factors, and (c) severity and progression of colitis to dysplasia and cancer. By extension to human colon cancer cells, we demonstrate that MUC1-C drives MYC, forms a complex with MYC on the LGR5 promoter, and activates LGR5 expression. We also show in CRC cells that MUC1-C induces cancer stem cell (CSC) markers (BMI1, ALDH1, FOXA1, LIN28B) and the OCT4, SOX2, and NANOG pluripotency factors. Consistent with conferring the CSC state, targeting MUC1-C suppresses the capacity of CRC cells to promote wound healing, invasion, self-renewal, and tumorigenicity. In analysis of human tissues, MUC1 expression associates with activation of inflammatory pathways, development of colitis, and aggressiveness of CRCs. These results collectively indicate that MUC1-C is of importance for integrating stemness and pluripotency in colitis and CRC. Of clinical relevance, the findings further indicate that MUC1-C represents a potentially previously unrecognized target that is druggable for treating progression of colitis and CRC.
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Affiliation(s)
- Wei Li
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Ning Zhang
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Caining Jin
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Mark D Long
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Hasan Rajabi
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Yota Yasumizu
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Atsushi Fushimi
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Nami Yamashita
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Masayuki Hagiwara
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Rongbin Zheng
- Department of Bioinformatics, School of Life Science and Technology, Tongji University, Shanghai, China
| | - Jin Wang
- Department of Bioinformatics, School of Life Science and Technology, Tongji University, Shanghai, China
| | - Ling Kui
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Surender Kharbanda
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Qiang Hu
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Song Liu
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Donald Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
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15
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Guo M, Luo B, Pan M, Li M, Zhao F, Dou J. MUC1 plays an essential role in tumor immunity of colorectal cancer stem cell vaccine. Int Immunopharmacol 2020; 85:106631. [PMID: 32470879 DOI: 10.1016/j.intimp.2020.106631] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/20/2020] [Accepted: 05/20/2020] [Indexed: 12/12/2022]
Abstract
Increasing knowledge of colorectal cancer stem cells (CCSCs) and tumor microenvironment improves our understanding of cellular mechanisms involved in the immunity against colorectal cancer (CRC). Tumor associated antigens were evaluated via RNA-seq and bioinformatics analysis, evoking promising targets for tumor immunotherapy. MUC1 has been demonstrated to participate in the maintenance, tumorigenicity, glycosylation and metastasis of CCSCs, which may provide a new priority for CSC vaccination. In the present study, the vaccination with CCSCs with high expression of MUC1 was evaluated in a murine model for the vaccine's immunogenicity and protective efficacy against CRC. CD133+ CCSCs were isolated from SW620 cell line using a magnetic-activated cell sorting system, and shMUC1 was further used to knock down the expression of MUC1 in CD133+ CCSCs. Mice were subcutaneously immunized with the cell lysates of CCSCs and shMUC1 CCSCs, followed by a challenge with SW620 cells at ten days after final vaccination. The results indicated CCSC vaccine significantly reduced the tumor growth via a target killing of CCSCs as evidenced by a decrease of CD133+ cells and ALDH+ cells in tumors. Moreover, CCSC vaccine resulted in the elevated NK cytotoxicity, production of perforin, granzyme B, IFN-γ, memory B cells, and anti-MUC1 antibodies. Of note, MUC1 knockdown partly impaired the anti-tumor efficacy of CCSC vaccine. Importantly, the CCSC vaccine has no toxic damage to organs. Overall, CCSC vaccine could serve as a potent and safe vaccine for CRC treatment, and MUC1 might play an essential role in CCSC vaccine.
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Affiliation(s)
- Mei Guo
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China
| | - Biao Luo
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China
| | - Meng Pan
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China
| | - Miao Li
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China
| | - Fengshu Zhao
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China
| | - Jun Dou
- Department of Pathogenic Biology and Immunology, Medical School, Southeast University, Nanjing, Jiangsu, China.
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16
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García-Gutiérrez L, McKenna S, Kolch W, Matallanas D. RASSF1A Tumour Suppressor: Target the Network for Effective Cancer Therapy. Cancers (Basel) 2020; 12:cancers12010229. [PMID: 31963420 PMCID: PMC7017281 DOI: 10.3390/cancers12010229] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 01/12/2020] [Accepted: 01/14/2020] [Indexed: 02/06/2023] Open
Abstract
The RASSF1A tumour suppressor is a scaffold protein that is involved in cell signalling. Increasing evidence shows that this protein sits at the crossroad of a complex signalling network, which includes key regulators of cellular homeostasis, such as Ras, MST2/Hippo, p53, and death receptor pathways. The loss of expression of RASSF1A is one of the most common events in solid tumours and is usually caused by gene silencing through DNA methylation. Thus, re-expression of RASSF1A or therapeutic targeting of effector modules of its complex signalling network, is a promising avenue for treating several tumour types. Here, we review the main modules of the RASSF1A signalling network and the evidence for the effects of network deregulation in different cancer types. In particular, we summarise the epigenetic mechanism that mediates RASSF1A promoter methylation and the Hippo and RAF1 signalling modules. Finally, we discuss different strategies that are described for re-establishing RASSF1A function and how a multitargeting pathway approach selecting druggable nodes in this network could lead to new cancer treatments.
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Affiliation(s)
- Lucía García-Gutiérrez
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland; (L.G.-G.); (S.M.); (W.K.)
| | - Stephanie McKenna
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland; (L.G.-G.); (S.M.); (W.K.)
| | - Walter Kolch
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland; (L.G.-G.); (S.M.); (W.K.)
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
- Conway Institute, University College Dublin, Belfield, Dublin 4, Ireland
| | - David Matallanas
- Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland; (L.G.-G.); (S.M.); (W.K.)
- School of Medicine, University College Dublin, Belfield, Dublin 4, Ireland
- Correspondence:
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17
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Yasumizu Y, Rajabi H, Jin C, Hata T, Pitroda S, Long MD, Hagiwara M, Li W, Hu Q, Liu S, Yamashita N, Fushimi A, Kui L, Samur M, Yamamoto M, Zhang Y, Zhang N, Hong D, Maeda T, Kosaka T, Wong KK, Oya M, Kufe D. MUC1-C regulates lineage plasticity driving progression to neuroendocrine prostate cancer. Nat Commun 2020; 11:338. [PMID: 31953400 PMCID: PMC6969104 DOI: 10.1038/s41467-019-14219-6] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 12/20/2019] [Indexed: 02/06/2023] Open
Abstract
Neuroendocrine prostate cancer (NEPC) is an aggressive malignancy with no effective targeted therapies. The oncogenic MUC1-C protein is overexpressed in castration-resistant prostate cancer (CRPC) and NEPC, but its specific role is unknown. Here, we demonstrate that upregulation of MUC1-C in androgen-dependent PC cells suppresses androgen receptor (AR) axis signaling and induces the neural BRN2 transcription factor. MUC1-C activates a MYC→BRN2 pathway in association with induction of MYCN, EZH2 and NE differentiation markers (ASCL1, AURKA and SYP) linked to NEPC progression. Moreover, MUC1-C suppresses the p53 pathway, induces the Yamanaka pluripotency factors (OCT4, SOX2, KLF4 and MYC) and drives stemness. Targeting MUC1-C decreases PC self-renewal capacity and tumorigenicity, suggesting a potential therapeutic approach for CRPC and NEPC. In PC tissues, MUC1 expression associates with suppression of AR signaling and increases in BRN2 expression and NEPC score. These results highlight MUC1-C as a master effector of lineage plasticity driving progression to NEPC.
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Affiliation(s)
- Yota Yasumizu
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Hasan Rajabi
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Caining Jin
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Tsuyoshi Hata
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA.,Department of Gastrointestinal Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Sean Pitroda
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL, USA
| | - Mark D Long
- Department of Biostatistics and Bioinformatics Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Masayuki Hagiwara
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Wei Li
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Qiang Hu
- Department of Biostatistics and Bioinformatics Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Song Liu
- Department of Biostatistics and Bioinformatics Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Nami Yamashita
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Atsushi Fushimi
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Ling Kui
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Mehmet Samur
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Masaaki Yamamoto
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA.,Department of Gastrointestinal Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Yan Zhang
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Ning Zhang
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Deli Hong
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA
| | - Takahiro Maeda
- Department of Urology, Keio University School of Medicine Shinjuku-ku, Tokyo, Japan
| | - Takeo Kosaka
- Department of Urology, Keio University School of Medicine Shinjuku-ku, Tokyo, Japan
| | - Kwok K Wong
- Laura and Isaac Perlmutter Cancer Center, New York University Langone Medical Center, New York, NY, USA
| | - Mototsugu Oya
- Department of Urology, Keio University School of Medicine Shinjuku-ku, Tokyo, Japan
| | - Donald Kufe
- Dana-Farber Cancer Institute Harvard Medical School, Boston, MA, USA.
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