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Unlu Yazici M, Marron JS, Bakir-Gungor B, Zou F, Yousef M. Invention of 3Mint for feature grouping and scoring in multi-omics. Front Genet 2023; 14:1093326. [PMID: 37007972 PMCID: PMC10050723 DOI: 10.3389/fgene.2023.1093326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/27/2023] [Indexed: 03/17/2023] Open
Abstract
Advanced genomic and molecular profiling technologies accelerated the enlightenment of the regulatory mechanisms behind cancer development and progression, and the targeted therapies in patients. Along this line, intense studies with immense amounts of biological information have boosted the discovery of molecular biomarkers. Cancer is one of the leading causes of death around the world in recent years. Elucidation of genomic and epigenetic factors in Breast Cancer (BRCA) can provide a roadmap to uncover the disease mechanisms. Accordingly, unraveling the possible systematic connections between-omics data types and their contribution to BRCA tumor progression is crucial. In this study, we have developed a novel machine learning (ML) based integrative approach for multi-omics data analysis. This integrative approach combines information from gene expression (mRNA), microRNA (miRNA) and methylation data. Due to the complexity of cancer, this integrated data is expected to improve the prediction, diagnosis and treatment of disease through patterns only available from the 3-way interactions between these 3-omics datasets. In addition, the proposed method bridges the interpretation gap between the disease mechanisms that drive onset and progression. Our fundamental contribution is the 3 Multi-omics integrative tool (3Mint). This tool aims to perform grouping and scoring of groups using biological knowledge. Another major goal is improved gene selection via detection of novel groups of cross-omics biomarkers. Performance of 3Mint is assessed using different metrics. Our computational performance evaluations showed that the 3Mint classifies the BRCA molecular subtypes with lower number of genes when compared to the miRcorrNet tool which uses miRNA and mRNA gene expression profiles in terms of similar performance metrics (95% Accuracy). The incorporation of methylation data in 3Mint yields a much more focused analysis. The 3Mint tool and all other supplementary files are available at https://github.com/malikyousef/3Mint/.
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Affiliation(s)
- Miray Unlu Yazici
- Department of Bioengineering, Abdullah Gül University, Kayseri, Türkiye
| | - J. S. Marron
- Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, United States
| | - Burcu Bakir-Gungor
- Department of Bioengineering, Abdullah Gül University, Kayseri, Türkiye
- Department of Computer Engineering, Abdullah Gul University, Kayseri, Türkiye
| | - Fei Zou
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Malik Yousef
- Department of Information Systems, Zefat Academic College, Zefat, Israel
- Galilee Digital Health Research Center, Zefat Academic College, Zefat, Israel
- *Correspondence: Malik Yousef,
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2
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Chen W, Zhang Y, Li R, Huang W, Wei X, Zeng D, Liang Y, Zeng Y, Chen M, Zhang L, Gao W, Zhu Y, Li Y, Zhang G. Notch3 Transactivates Glycogen Synthase Kinase-3-Beta and Inhibits Epithelial-to-Mesenchymal Transition in Breast Cancer Cells. Cells 2022; 11:cells11182872. [PMID: 36139447 PMCID: PMC9497076 DOI: 10.3390/cells11182872] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 08/10/2022] [Accepted: 08/19/2022] [Indexed: 02/05/2023] Open
Abstract
As a critical transformational process in the attributes of epithelial cells, epithelial-to-mesenchymal transition (EMT) is involved in tumor invasion, metastasis, and resistance to treatment, which contributes to the ultimate death of some patients with breast cancer. Glycogen synthase kinase-3-beta (GSK3β) is thought to be an EMT suppressor that down-regulates the protein, snail, a zinc finger transcription inhibitor, and regulates E-cadherin expression and the Wnt signaling pathway. Our previous studies have shown that Notch3 also inhibits EMT in breast cancer. In mammary gland cells, GSK3β physically bound and phosphorylated the intracellular domain of two Notch paralogs: N1ICD was positively regulated, but N2ICD was negatively regulated; however, the relationship between Notch3, GSK3β, and EMT in breast cancer is still unclear and crosstalk between Notch3 and GSK3β has not been widely investigated. In this study, we revealed that Notch3 was an essential antagonist of EMT in breast cancer cells by transcriptionally upregulating GSK3β. In breast cancer, MCF-7 and MDA-MB-231 cell lines, the silencing of Notch3 reduced GSK3β expression, which is sufficient to induce EMT. Conversely, ectopic Notch3 expression re-activated GSK3β and E-cadherin. Mechanistically, Notch3 can bind to the GSK3β promoter directly and activate GSK3β transcription. In human breast cancer samples, Notch3 expression is positively associated with GSK3β (r = 0.416, p = 0.001); moreover, high expressions of Notch3 and GSK3β mRNA are correlated to better relapse-free survival in all breast cancer patients via analysis in "the Kaplan-Meier plotter" database. In summary, our preliminary results suggested that Notch3 might inhibit EMT by trans-activating GSK3β in breast cancer cells. The suppression of Notch3 expression may contribute to EMT by transcriptionally downregulating GSK3β in breast cancer.
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Affiliation(s)
- Weiling Chen
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Yongqu Zhang
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Ronghui Li
- Department of Medical Oncology, Xiang’an Hospital of Xiamen University, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Wenhe Huang
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Xiaolong Wei
- Department of Pathology, Cancer Hospital of Shantou University Medical College, No. 7 Raoping Road, Shantou 515041, China
| | - De Zeng
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, No. 7 Raoping Road, Shantou 515041, China
| | - Yuanke Liang
- Department of Breast and Thyroid Surgery, The First Affiliated Hospital of Shantou University Medical College, No. 57 Changping Road, Shantou 515041, China
| | - Yunzhu Zeng
- Department of Pathology, Cancer Hospital of Shantou University Medical College, No. 7 Raoping Road, Shantou 515041, China
| | - Min Chen
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Lixin Zhang
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Wenliang Gao
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Yuanyuan Zhu
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
| | - Yaochen Li
- Department of Central Lab, Cancer Hospital of Shantou University Medical College, No. 7 Raoping Road, Shantou 515041, China
- Correspondence: (Y.L.); (G.Z.)
| | - Guojun Zhang
- Department of Breast-Thyroid-Surgery and Cancer Center, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361101, China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Xiamen Research Center of Clinical Medicine in Breast & Thyroid Cancers, No. 2000 Xiang’an East Road, Xiamen 361101, China
- Correspondence: (Y.L.); (G.Z.)
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3
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The oncogenic role of Jagged1/Notch signaling in cancer. Biomed Pharmacother 2020; 129:110416. [PMID: 32593969 DOI: 10.1016/j.biopha.2020.110416] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 06/12/2020] [Accepted: 06/13/2020] [Indexed: 12/14/2022] Open
Abstract
Aberrant activation of Notch signaling plays an oncogenic role in cancer development. Jagged1 (JAG1) is an important Notch ligand that triggers Notch signaling through cell-cell interactions. JAG1 overexpression has been reported in many different types of cancer and correlates with a poor clinical prognosis. JAG1/Notch signaling controls oncogenic processes in different cell types and cellular contexts. Furthermore, JAG1/Notch signaling cascades activate a number of oncogenic factors that regulate cellular functions such as proliferation, metastasis, drug-resistance, and angiogenesis. To suppress the severe toxicity of pan-Notch inhibitors, JAG1 is attracting increasing attention as a source of therapeutic targets for cancers. In this review, the oncogenic role of JAG1/Notch signaling in cancer is discussed, as well as implications of strategies to inhibit JAG1/Notch signaling activity.
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4
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Yang Q, Wu F, Wang F, Cai K, Zhang Y, Sun Q, Zhao X, Gui Y, Li Q. Impact of DNA methyltransferase inhibitor 5-azacytidine on cardiac development of zebrafish in vivo and cardiomyocyte proliferation, apoptosis, and the homeostasis of gene expression in vitro. J Cell Biochem 2019; 120:17459-17471. [PMID: 31271227 DOI: 10.1002/jcb.29010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 04/15/2019] [Accepted: 04/18/2019] [Indexed: 12/15/2022]
Abstract
Cardiac development is a peculiar process involving coordinated cellular differentiation, migration, proliferation, and apoptosis. DNA methylation plays a key role in genomic stability, tissue-specific gene expression, cell proliferation, and apoptosis. Hypomethylation in the global genome has been reported in cardiovascular diseases. However, little is known about the impact and specific mechanism of global hypomethylation on cardiomyocytes. In the present study, we explored the impact of DNA methyltransferase inhibitors 5-azacytidine on cardiac development. In vivo experiment showed that hypomethylation of zebrafish embryos with 5-azacytidine exposure significantly reduced survival, induced malformations, and delayed general development process. Furthermore, zebrafish embryos injected with 5-azacytidine developed pericardial edema, ventricular volume reduction, looping deformity, and reduction in heart rate and ventricular shortening fraction. Cardiomyocytes treated with 5-azacytidine in vitro decreased proliferation and induced apoptosis in a concentration-dependent manner. Furthermore, 5-azacytidine treatment in cardiomyocytes resulted in 20 downregulated genes expression and two upregulated genes expression in 45 candidate genes, which indicated that DNA methylation functions as a bidirectional modulator in regulating gene expression. In conclusion, these results show the regulative effects of the epigenetic modifier 5-azacytidine in cardiac development of zebrafish embryos in vivo and cardiomyocyte proliferation and apoptosis and the homeostasis of gene expression in vitro, which offer a novel understanding of aberrant DNA methylation in the etiology of cardiovascular disease.
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Affiliation(s)
- Qian Yang
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Fang Wu
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Feng Wang
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Ke Cai
- Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Yawen Zhang
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Quanya Sun
- Department of Endocrinology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaolong Zhao
- Department of Endocrinology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yonghao Gui
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China.,Cardiovascular Center, Children's Hospital of Fudan University, Shanghai, China
| | - Qiang Li
- Shanghai Key Laboratory of Birth Defect, Translational Medical Center for Development and Disease, Institute of Pediatrics, Children's Hospital of Fudan University, Shanghai, China
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5
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Lan L, Wang Y, Pan Z, Wang B, Yue Z, Jiang Z, Li L, Wang C, Tang H. Rhamnetin induces apoptosis in human breast cancer cells via the miR-34a/Notch-1 signaling pathway. Oncol Lett 2018; 17:676-682. [PMID: 30655816 DOI: 10.3892/ol.2018.9575] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Accepted: 03/19/2018] [Indexed: 12/19/2022] Open
Abstract
The present study aimed to investigate whether rhamnetin induced apoptosis in human breast cancer cells and the underlying molecular mechanism of this anti cancer effect. The treatment of MCF-7 cells with rhamnetin was able to significantly inhibit cell proliferation and induce caspase-3/9 activity in a dose- and time-dependent manner, compared with untreated cells. In addition, treatment with rhamnetin was able to significantly promote the expression of p53 protein and microRNA (miR-)34a compared with untreated cells. The treatment with rhamnetin also suppressed the expression of Notch1 protein in MCF-7 cells compared with untreated cells. Subsequently, miR-24a expression was promoted in rhamnetin-treated MCF-7 cells using a miR-34a plasmid. The overexpression of miR-34a was able to significantly inhibit cell viability and induce caspase-3/9 activity in MCF-7 cells following treatment with rhamnetin. Furthermore, the overexpression of miR-34a was able to significantly promote the expression of p53 protein and miR-34a, and suppress the expression of Notch1 protein in rhamnetin-treated MCF-7 cells. Therefore, the results of the present study demonstrated that rhamnetin induced apoptosis in human breast cancer cells via the miR-34a/Notch-1 signaling pathway.
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Affiliation(s)
- Lan Lan
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Yue Wang
- Department of Immunology, School of Medicine, Nankai University, Tianjin 300071, P.R. China
| | - Zhanyu Pan
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Bin Wang
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Zhensong Yue
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Zhansheng Jiang
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Ling Li
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Cong Wang
- Department of Integrated Traditional Chinese and Western Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin 300060, P.R. China
| | - Hongmei Tang
- College of Life Science, Hebei United University, Tangshan, Hebei 063000, P.R. China
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6
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Abstract
Breast cancer remains a public health issue on a global scale. The present study aimed to explore the functional role of MYB proto-oncogene like 2 (MYBL2) in breast cancer, as well as underlying mechanisms. The regulatory relationship between miR-143-3p and MYBL2 was analyzed, and the effects of dysregulation of miR-143-3p and MYBL2 on cell proliferation and apoptosis were investigated. The results showed that MYBL2 and miR-143-3p were inversely expressed in breast cancer tissues and cells: MYBL2 was highly expressed, whereas miR-143-3p was lowly expressed. MYBL2 was confirmed as a target gene of miR-143-3p. Suppression of MYBL2 inhibited proliferation and induced apoptosis of breast cancer cells, which was similar to the effects of overexpression of miR-143-3p. Our findings reveal that MYBL2 is targeted by miR-143-3p and regulates breast cancer cell proliferation and apoptosis.
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Affiliation(s)
- Jianli Chen
- *The Third Department of Medical Oncology, The Third Affiliated Hospital of Xinxiang Medical University, Xinxiang, Henan, P.R. China
| | - Xiaowen Chen
- †Department of Oncology Center, Affiliated Hospital of Guangdong Medical College, Zhanjiang, Guangdong, P.R. China
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7
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Peng JH, Wang XL, Ran L, Song JL, Zhang ZT, Liu X, Li HY. Inhibition of Notch signaling pathway enhanced the radiosensitivity of breast cancer cells. J Cell Biochem 2018; 119:8398-8409. [PMID: 29904942 DOI: 10.1002/jcb.27036] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 04/06/2018] [Indexed: 01/10/2023]
Abstract
This study aimed to investigate the effect of inhibiting the Notch signaling pathway on the radiosensitivity of breast cancer cells. Human breast cancer cell lines (MCF-7 and T47D) were selected and treated with radiation of different doses. Cells were treated with Gamma secretase inhibitor (GSI) to analyze the effects of GSI on the Notch signaling, which were detected by Immunofluorescence assay, RT-qPCR, and Western blot analysis. Besides, Transwell assay, Scratch test, colony formation assay, MTT assay, and flow cytometry were conducted to show the effects of GSI on the invasion and migration, survival fraction, cell viability, and apoptosis of MCF-7 and T47D cells after radiation therapy. Moreover, cell transfection with a dominant negative mutant of RBPJ, the key transcription factor of Notch signaling pathway, were also applied to show the inhibition of Notch signaling pathway. Initially, we found that the 4 Gy radiation activated Notch signaling pathway, and enhanced the invasion and migration of MCF-7 and T47D cells. However, GSI inhibited the Notch signaling pathway, and reversed the enhancement of radiation on the migration and invasion, promoted the enhancement of apoptosis and inhibition of proliferation of MCF-7 and T47D cells induced by radiation. Except that, we also determined that GSI and dnRBPJ suppressed the upregulation of Notch signaling after radiation therapy. Our study demonstrated that inhibition of the Notch signaling pathway enhanced the radiosensitivity of breast cancer cells, which may provide evident for a beneficial adjuvant therapy in the breast cancer treatment.
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Affiliation(s)
- Jian-Heng Peng
- Department of Physical Examination, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Xiao-Lin Wang
- Department of Physical Examination, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Liang Ran
- Department of Physical Examination, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Jun-Long Song
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, P. R. China
| | - Zhi-Ting Zhang
- Department of Physical Examination, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Xin Liu
- Department of Physical Examination, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
| | - Hong-Yuan Li
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, P. R. China
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Nutter EL, Weiss JE, Marotti JD, Barth RJ, Eliassen MS, Goodrich ME, Petersen CL, Onega T. Personal history of proliferative breast disease with atypia and risk of multifocal breast cancer. Cancer 2018; 124:1350-1357. [PMID: 29266172 PMCID: PMC5867212 DOI: 10.1002/cncr.31202] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 11/22/2017] [Accepted: 11/28/2017] [Indexed: 11/06/2022]
Abstract
BACKGROUND A history of proliferative breast disease with atypia (PBDA) may be indicative of an increased risk not just of breast cancer but also of a more aggressive form of breast cancer. METHODS Multifocal breast cancer (MFBC), defined as 2 or more tumors in the same breast upon a diagnosis of cancer, is associated with a poorer prognosis than unifocal (single-tumor) breast cancer. PBDA, including atypical ductal hyperplasia and atypical lobular hyperplasia, is a known risk factor for breast cancer. Using New Hampshire Mammography Network data collected for 3567 women diagnosed with incident breast cancer from 2004 to 2014, this study assessed the risk of MFBC associated with a previous diagnosis of PBDA. RESULTS Women with a history of PBDA were found to be twice as likely to be subsequently diagnosed with MFBC as women with no history of benign breast disease (BBD; odds ratio [OR], 2.23; 95% confidence interval [CI], 1.08-4.61). Ductal carcinoma in situ on initial biopsy was associated with a 2-fold increased risk of MFBC in comparison with invasive cancer (OR, 2.13; 95% CI, 1.58-2.88). BBD and proliferative BBD without atypia were not associated with MFBC. CONCLUSIONS Women with a history of previous PBDA may be at increased risk for MFBC. Women with a history of PBDA may benefit from additional presurgical clinical workup. Cancer 2018;124:1350-7. © 2017 American Cancer Society.
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Affiliation(s)
- Ellen L. Nutter
- Quantitative Biomedical Science Program, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Julia E. Weiss
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Jonathan D. Marotti
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center and Geisel School of Medicine at Dartmouth
| | - Richard J. Barth
- Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center and Geisel School of Medicine at Dartmouth
| | - M. Scottie Eliassen
- Department of Community & Family Medicine; Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Martha E. Goodrich
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Curtis L Petersen
- The Dartmouth Institute for Health Policy & Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Tracy Onega
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- The Dartmouth Institute for Health Policy & Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Norris Cotton Cancer Center, Lebanon, NH, USA
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, USA
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9
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Quan X, Yin Z, Fang X, Zhou B. Single nucleotide polymorphism rs3124599 in Notch1 is associated with the risk of lung cancer in northeast Chinese non-smoking females. Oncotarget 2018; 8:31180-31186. [PMID: 28415716 PMCID: PMC5458199 DOI: 10.18632/oncotarget.16101] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 03/01/2017] [Indexed: 11/25/2022] Open
Abstract
Lung cancer is one of the most common cancers and the main cause of cancer-related deaths. Notch1 might play a part in tumorigenesis of lung cancer. Here we explored the relationship of three SNPs (rs3124599, rs3124607 and rs3124594) in Notch1 with the risk and the survival of lung cancer in non-smoking females, including 556 cases and 395 controls. Chi-square tests, logistic regression analysis and crossover analysis were conducted to estimate the association between SNPs and the risk of lung cancer and the interaction between SNPs and environmental exposure. Survival analysis was conducted to explore the association between SNPs and survival of lung cancer. The results demonstrated that the polymorphism of rs3124599 was associated with the susceptibility of lung cancer in recessive model (AA+AG vs. GG). Compared to the those with AA or AG genotype, individuals with GG genotype had a 1.562-fold increased risk of lung cancer (P = 0.023, OR = 1.562, 95% CI = 1.062-2.297). In stratified analysis, the GG genotype of rs3124599 would increase the risk of small cell lung cancer (SCLC) (P = 0.011, OR = 2.167, 95% CI = 1.193-3.396). However, no significant interaction between rs3124599 and cooking oil fume exposure was observed either in addictive model or multiplicative model. The results of survival analysis showed there was no significant association between SNPs and prognosis of lung cancer (P = 0.949 for rs3124599, P = 0.508 for rs3124607, P = 0.884 for rs3124594). Our study might indicate that rs312599 in Notch1 may be a novel biomarker for SCLC risk in Chinese non-smoking females.
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Affiliation(s)
- Xiaowei Quan
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, 110122, China.,Key Laboratory of Cancer Etiology and Prevention, China Medical University, Liaoning Provincial Department of Education, Liaoning, China
| | - Zhihua Yin
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, 110122, China.,Key Laboratory of Cancer Etiology and Prevention, China Medical University, Liaoning Provincial Department of Education, Liaoning, China
| | - Xue Fang
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, 110122, China.,Key Laboratory of Cancer Etiology and Prevention, China Medical University, Liaoning Provincial Department of Education, Liaoning, China
| | - Baosen Zhou
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, 110122, China.,Key Laboratory of Cancer Etiology and Prevention, China Medical University, Liaoning Provincial Department of Education, Liaoning, China
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10
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Ni MM, Wang YR, Wu WW, Xia CC, Zhang YH, Xu J, Xu T, Li J. Novel Insights on Notch signaling pathways in liver fibrosis. Eur J Pharmacol 2018; 826:66-74. [PMID: 29501868 DOI: 10.1016/j.ejphar.2018.02.051] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 02/27/2018] [Accepted: 02/28/2018] [Indexed: 12/11/2022]
Abstract
Liver fibrosis is characterized by an increased and altered deposition of extracellular matrix (ECM) proteins that make up excessive tissue scarring and promote chronic liver injury. Activation of hepatic stellate cells (HSCs) is a pivotal cellular event in the progression of liver fibrosis. However, the mechanisms involved in the development of liver fibrosis are only now beginning to be unveiled. The Notch pathway is a fundamental and highly conserved pathway able to control cell-fate, including cell proliferation, differentiation, apoptosis, regeneration and other cellular activities. Recently, the deregulation of Notch cascade has been found involved in many pathological processes, including liver fibrosis. These data give evidence for a role for Notch signaling in liver fibrosis. In addition,more and more date are available on the role of Notch pathways in the process. Therefore, this review focuses on the current knowledge about the Notch signaling pathway, which dramatically takes part in HSC activation and liver fibrosis, and look ahead on new perspectives of Notch signaling pathway research. Furthermore, we will summarize this new evidence on the different interactions in Notch signaling pathway-regulated liver fibrosis, and support the potentiality of putative biomarkers and unique therapeutic targets.
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Affiliation(s)
- Ming-Ming Ni
- Department of Pharmacy, Children's Hospital of Nanjing Medical University, No.72 Guangzhou Road, Nanjing 210001,China
| | - Ya-Rui Wang
- TCM Research Institution, Nanjing Municipal Hospital of T.C.M, The Third Affiliated Hospital of Nanjing University of T.C.M, Nanjing 210001,China
| | - Wen-Wen Wu
- Department of Pharmacy, Children's Hospital of Nanjing Medical University, No.72 Guangzhou Road, Nanjing 210001,China
| | - Chong-Cai Xia
- TCM Research Institution, Nanjing Municipal Hospital of T.C.M, The Third Affiliated Hospital of Nanjing University of T.C.M, Nanjing 210001,China
| | - Yi-He Zhang
- Department of Pharmacy, Children's Hospital of Nanjing Medical University, No.72 Guangzhou Road, Nanjing 210001,China
| | - Jing Xu
- Department of Pharmacy, Children's Hospital of Nanjing Medical University, No.72 Guangzhou Road, Nanjing 210001,China.
| | - Tao Xu
- Institute for Liver Diseases of Anhui Medical University(AMU), Anhui Medical University, Hefei 230032, Anhui Province, China
| | - Jun Li
- Institute for Liver Diseases of Anhui Medical University(AMU), Anhui Medical University, Hefei 230032, Anhui Province, China
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11
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Bulut E, Budak M, Öztürk L, Türkmen MT, Uzun C, Sipahi T. DNA methylation of the prestin gene and outer hair cell electromotileresponse of the cochlea in salicylate administration. Turk J Med Sci 2017; 47:1626-1633. [PMID: 29152945 DOI: 10.3906/sag-1604-137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Background/aim: Activity of the prestin gene may have a role in the pathogenesis of salicylate-induced ototoxicity. We investigated DNA methylation for prestin gene exon 1 in salicylate-injected guinea pigs.Materials and methods: Fifteen guinea pigs (30 ears) underwent audiological evaluation including 1000 Hz probe-tone tympanometry and a distortion product otoacoustic emission (DPOAE) test. The animals were randomly divided into three groups. Groups 2 (8 ears) and 3 (14 ears) were injected with intramuscular saline and sodium salicylate (200 mg/kg), respectively twice daily for 2 weeks. Group 1 (8 ears) received no injection. DPOAE measurements were performed at baseline; after 1, 2, 4, and 8 h (acute effect); and after 1 and 2 weeks (chronic effect). After audiological measurements, the animals were sacrificed for DNA isolation.Results: While a significant decrease (P < 0.01) was found for the acute effect in all frequencies in Group 3 according to baseline measurements, there was no difference in terms of chronic effect. DNA methylation increased during the acute phase of salicylate administration, whereas it returned to initial levels during the chronic phase.Conclusion: Salicylate-induced changes in DPOAE responses may be related to prestin-gene methylation. These results may have important implications for salicylate ototoxicity.
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12
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Gao B, Yu T, Xue D, Sun B, Shao Q, Choudhry H, Marcus V, Ragoussis J, Zhang Y, Zhang W, Gao ZH. A multidimensional integration analysis reveals potential bridging targets in the process of colorectal cancer liver metastasis. PLoS One 2017. [PMID: 28628609 PMCID: PMC5476238 DOI: 10.1371/journal.pone.0178760] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Approximately 9% of cancer-related deaths are caused by colorectal cancer. Liver metastasis is a major factor for the high colorectal cancer mortality rate. However, the molecular mechanism underlying colorectal cancer liver metastasis remains unclear. Using a global and multidimensional integration approach, we studied sequencing data, protein-protein interactions, and regulation of transcription factor and non-coding RNAs in primary tumor samples and liver metastasis samples to unveil the potential bridging molecules and the regulators that functionally link different stages of colorectal cancer liver metastasis. Primary tumor samples and liver metastasis samples had modules with significant overlap and crosstalk from which we identified several bridging genes (e.g. KNG1 and COX5B), transcription factors (e.g. E2F4 and CDX2), microRNAs (e.g. miR-590-3p and miR-203) and lncRNAs (e.g. lincIRX5 and lincFOXF1) that may play an important role in the process of colorectal cancer liver metastasis. This study enhances our understanding of the genetic alterations and transcriptional regulation that drive the metastatic process, but also provides the methodology to guide the studies on other metastatic cancers.
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Affiliation(s)
- Bo Gao
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
- Department of Pathology, The Research Institute of McGill University Health Center, Montreal, Québec, Canada
| | - Tian Yu
- Section of Immunity, Infection and Inflammation, Division of Applied Medicine, School of Medicine and Dentistry, Institute of Medical Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Dongbo Xue
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Boshi Sun
- Department of General Surgery, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Qin Shao
- Department of Pathology, The Research Institute of McGill University Health Center, Montreal, Québec, Canada
| | - Hani Choudhry
- Department of Biochemistry, Faculty of Science, Cancer and Mutagenesis Unit, King Fahd Center for Medical Research, Center of Innovation in Personalized Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Victoria Marcus
- Department of Pathology, The Research Institute of McGill University Health Center, Montreal, Québec, Canada
| | - Jiannis Ragoussis
- McGill University and Genome Quebec Innovation Centre, Montreal, Québec, Canada
| | - Yuguo Zhang
- Department of Traditional and Western Medical Hepatology, The Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Weihui Zhang
- Department of General Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zu-hua Gao
- Department of Pathology, The Research Institute of McGill University Health Center, Montreal, Québec, Canada
- * E-mail:
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13
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Che L, Fan B, Pilo MG, Xu Z, Liu Y, Cigliano A, Cossu A, Palmieri G, Pascale RM, Porcu A, Vidili G, Serra M, Dombrowski F, Ribback S, Calvisi DF, Chen X. Jagged 1 is a major Notch ligand along cholangiocarcinoma development in mice and humans. Oncogenesis 2016; 5:e274. [PMID: 27918553 PMCID: PMC5177771 DOI: 10.1038/oncsis.2016.73] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 09/26/2016] [Accepted: 10/10/2016] [Indexed: 02/07/2023] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is a rare yet deadly malignancy with limited treatment options. Activation of the Notch signalling cascade has been implicated in cholangiocarcinogenesis. However, while several studies focused on the Notch receptors required for ICC development, little is known about the upstream inducers responsible for their activation. Here, we show that the Jagged 1 (Jag1) ligand is almost ubiquitously upregulated in human ICC samples when compared with corresponding non-tumorous counterparts. Furthermore, we found that while overexpression of Jag1 alone does not lead to liver tumour development, overexpression of Jag1 synergizes with activated AKT signalling to promote liver carcinogenesis in AKT/Jag1 mice. Histologically, tumours consisted exclusively of ICC, with hepatocellular tumours not occurring in AKT/Jag1 mice. Furthermore, tumours from AKT/Jag1 mice exhibited extensive desmoplastic reaction, an important feature of human ICC. At the molecular level, we found that both AKT/mTOR and Notch cascades are activated in AKT/Jag1 ICC tissues, and that the Notch signalling is necessary for ICC development in AKT/Jag1 mice. In human ICC cell lines, silencing of Jag1 via specific small interfering RNA reduces proliferation and increases apoptosis. Finally, combined inhibition of AKT and Notch pathways is highly detrimental for the in vitro growth of ICC cell lines. In summary, our study demonstrates that Jag1 is an important upstream inducer of the Notch signalling in human and mouse ICC. Targeting Jag1 might represent a novel therapeutic strategy for the treatment of this deadly disease.
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Affiliation(s)
- L Che
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Bioengineering and Therapeutic Sciences and Liver Center, University of California, San Francisco, CA, USA
| | - B Fan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Bioengineering and Therapeutic Sciences and Liver Center, University of California, San Francisco, CA, USA
| | - M G Pilo
- Institute of Pathology, University of Greifswald, Greifswald, Germany
| | - Z Xu
- Department of Bioengineering and Therapeutic Sciences and Liver Center, University of California, San Francisco, CA, USA
- Department of Gastroenterology, Guizhou Provincial People's Hospital, The Affiliated People's Hospital of Guizhou Medical University, Guiyang, China
| | - Y Liu
- Department of Gastroenterology, 307 Hospital of PLA, Beijing, China
| | - A Cigliano
- Institute of Pathology, University of Greifswald, Greifswald, Germany
| | - A Cossu
- Unit of Pathology, Azienda Ospedaliero Universitaria Sassari, Sassari, Italy
| | - G Palmieri
- Institute of Biomolecular Chemistry, National Research Council, Sassari, Italy
| | - R M Pascale
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - A Porcu
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - G Vidili
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - M Serra
- Institute of Pathology, University of Greifswald, Greifswald, Germany
| | - F Dombrowski
- Institute of Pathology, University of Greifswald, Greifswald, Germany
| | - S Ribback
- Institute of Pathology, University of Greifswald, Greifswald, Germany
| | - D F Calvisi
- Institute of Pathology, University of Greifswald, Greifswald, Germany
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - X Chen
- Department of Bioengineering and Therapeutic Sciences and Liver Center, University of California, San Francisco, CA, USA
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