1
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Zhang X, Zhou C, Hu J, Hu J, Ding Y, Chen S, Wang X, Xu L, Gou Z, Zhang S, Shi W. Six-gene prognostic signature for non-alcoholic fatty liver disease susceptibility using machine learning. Medicine (Baltimore) 2024; 103:e38076. [PMID: 38728481 PMCID: PMC11081587 DOI: 10.1097/md.0000000000038076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 04/10/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND nonalcoholic fatty liver disease (NAFLD) is a common liver disease affecting the global population and its impact on human health will continue to increase. Genetic susceptibility is an important factor influencing its onset and progression, and there is a lack of reliable methods to predict the susceptibility of normal populations to NAFLD using appropriate genes. METHODS RNA sequencing data relating to nonalcoholic fatty liver disease was analyzed using the "limma" package within the R software. Differentially expressed genes were obtained through preliminary intersection screening. Core genes were analyzed and obtained by establishing and comparing 4 machine learning models, then a prediction model for NAFLD was constructed. The effectiveness of the model was then evaluated, and its applicability and reliability verified. Finally, we conducted further gene correlation analysis, analysis of biological function and analysis of immune infiltration. RESULTS By comparing 4 machine learning algorithms, we identified SVM as the optimal model, with the first 6 genes (CD247, S100A9, CSF3R, DIP2C, OXCT 2 and PRAMEF16) as predictive genes. The nomogram was found to have good reliability and effectiveness. Six genes' receiver operating characteristic curves (ROC) suggest an essential role in NAFLD pathogenesis, and they exhibit a high predictive value. Further analysis of immunology demonstrated that these 6 genes were closely connected to various immune cells and pathways. CONCLUSION This study has successfully constructed an advanced and reliable prediction model based on 6 diagnostic gene markers to predict the susceptibility of normal populations to NAFLD, while also providing insights for potential targeted therapies.
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Affiliation(s)
- Xiang Zhang
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Chunzi Zhou
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Jingwen Hu
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Jingwen Hu
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Yueping Ding
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Shiqi Chen
- Lishui Hospital of Traditional Chinese Medicine, Lishui, China
| | - Xu Wang
- Shanghai Jinshan TCM-Integrated Hospital, Shanghai, China
| | - Lei Xu
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Zhijun Gou
- Zhejiang Chinese Medical University, Hangzhou, China
| | - Shuqiao Zhang
- First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Weiqun Shi
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
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2
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Goswami R, Gupta A, Bednova O, Coulombe G, Patel D, Rotello VM, Leyton JV. Nuclear localization signal-tagged systems: relevant nuclear import principles in the context of current therapeutic design. Chem Soc Rev 2024; 53:204-226. [PMID: 38031452 PMCID: PMC10798298 DOI: 10.1039/d1cs00269d] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
Nuclear targeting of therapeutics provides a strategy for enhancing efficacy of molecules active in the nucleus and minimizing off-target effects. 'Active' nuclear-directed transport and efficient translocations across nuclear pore complexes provide the most effective means of maximizing nuclear localization. Nuclear-targeting systems based on nuclear localization signal (NLS) motifs have progressed significantly since the beginning of the current millennium. Here, we offer a roadmap for understanding the basic mechanisms of nuclear import in the context of actionable therapeutic design for developing NLS-therapeutics with improved treatment efficacy.
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Affiliation(s)
- Ritabrita Goswami
- Department of Chemistry, University of Massachusetts, Massachusetts, USA.
| | - Aarohi Gupta
- Department of Chemistry, University of Massachusetts, Massachusetts, USA.
| | - Olga Bednova
- Département de médecine nucléaire et radiobiologie, Faculté de médecine et des sciences de la santé, Université de Sherbrooke, Québec, Canada
| | - Gaël Coulombe
- Service des stages et du développement professionnel, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Dipika Patel
- Service des stages et du développement professionnel, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Vincent M Rotello
- Department of Chemistry, University of Massachusetts, Massachusetts, USA.
| | - Jeffrey V Leyton
- École des sciences pharmaceutiques, Université d'Ottawa, Ottawa, Ontario, Canada.
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
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3
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Liu Y, Yang C, Chen S, Liu W, Liang J, He S, Hui J. Cancer-derived exosomal miR-375 targets DIP2C and promotes osteoblastic metastasis and prostate cancer progression by regulating the Wnt signaling pathway. Cancer Gene Ther 2023; 30:437-449. [PMID: 36434177 DOI: 10.1038/s41417-022-00563-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 10/23/2022] [Accepted: 11/08/2022] [Indexed: 11/27/2022]
Abstract
Bone metastasis is the most common complication responsible for most deaths in the advanced stages of prostate cancer (PCa). However, the exact mechanism of bone metastasis in PCa remains unelucidated. Herein, we explored the function and potential underlying mechanism of exosomal miR-375 in bone metastasis and tumor progression in PCa. This study revealed that miR-375 expression was markedly upregulated in advanced PCa with bone metastasis and metastatic PCa cell lines. Moreover, miR-375 showed high expression in PCa-derived exosomes and could be delivered to human mesenchymal stem cells (hMSCs) via exosomes. Mechanistically, miR-375 directly targeted DIP2C and upregulated the Wnt signaling pathway, thereby promoting osteoblastic differentiation in hMSCs. Furthermore, miR-375 promoted the proliferation, invasion, and migration of PCa cells in vitro and enhanced tumor progression and osteoblastic metastasis in vivo. Notably, the expression of miR-375, TCF-1, LEF-1, and β-catenin in was higher in PCa tissues with bone metastasis than in PCa tissues without bone metastasis and showed a continuous increase, whereas DIP2C, cyclin D1, and Axin2 showed an opposite expression pattern. In conclusion, our study suggests that cancer-derived exosomal miR-375 targets DIP2C, activates the Wnt signaling pathway, and promotes osteoblastic metastasis and PCa progression.
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Affiliation(s)
- Ying Liu
- Department of Oncology, Affiliated Huadu Hospital, Southern Medical University (People's Hospital of Huadu District), Guangzhou, 510810, Guangdong, China
| | - Changmou Yang
- Department of Urology, Shenshan Central Hospital, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Shanwei, 516600, Guangdong, China.,Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Shisheng Chen
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.,Department of Urology, Dongguan Tungwah Hospital, Dongguan, 523110, Guangdong, China
| | - Weihao Liu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Jingyi Liang
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China
| | - Shuhua He
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
| | - Jialiang Hui
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, Guangdong, China.
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4
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Engineered nanoparticles as emerging gene/drug delivery systems targeting the nuclear factor-κB protein and related signaling pathways in cancer. Biomed Pharmacother 2022; 156:113932. [DOI: 10.1016/j.biopha.2022.113932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 10/25/2022] [Accepted: 10/26/2022] [Indexed: 11/06/2022] Open
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5
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The genomic profile of double primary secretory breast carcinoma in one patient provides evidence for the treatment of such carcinoma: a case report. Pathol Res Pract 2022; 236:154006. [DOI: 10.1016/j.prp.2022.154006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 06/25/2022] [Accepted: 06/29/2022] [Indexed: 11/20/2022]
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6
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Lin A, Zhou N, Zhu W, Zhang J, Wei T, Guo L, Luo P, Zhang J. Genomic and immunological profiles of small-cell lung cancer between East Asians and Caucasian. Cancer Cell Int 2022; 22:173. [PMID: 35488336 PMCID: PMC9052616 DOI: 10.1186/s12935-022-02588-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/12/2022] [Indexed: 12/05/2022] Open
Abstract
The characterization of immunological and genomic differences in small-cell lung cancer (SCLC) between East Asian (EA) and Caucasian patients can reveal important clinical therapies for EA patients with SCLC. By sequencing and analyzing a molecular and immunological dataset of 98-SCLC patients of EA ancestry, immunogenicity, including DNA damage repair alterations and tumor mutation burden (TMB), was found to be significantly higher in the EA cohort than in the Caucasian cohort. The epithelial-mesenchymal transition (EMT) was the signaling signature with the predominant frequency of mutations across all patients in the EA cohort. Analysis of tumor-infiltrated immune cells revealed that resting lymphocytes were significantly enriched in the EA cohort. Compound-targeting analysis showed that topoisomerase inhibitors might be capable of targeting TP53 and RB1 comutations in EA SCLC patients. EA SCLC patients who harbored COL6A6 mutations had poor survival, while Caucasian SCLC patients with OTOF, ANKRD30B, and TECPR2 mutations were identified to have a shorter survival.
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Affiliation(s)
- Anqi Lin
- Department of Oncology, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou, 510282, Guangdong, China
| | - Ningning Zhou
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Weiliang Zhu
- Department of Oncology, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou, 510282, Guangdong, China
| | - Jiexia Zhang
- Department of Medicine, National Clinical Research Center for Respiratory Disease, State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Disease, Guangzhou, China
| | - Ting Wei
- Department of Oncology, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou, 510282, Guangdong, China
| | - Linlang Guo
- Department of Pathology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Peng Luo
- Department of Oncology, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou, 510282, Guangdong, China.
| | - Jian Zhang
- Department of Oncology, Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou, 510282, Guangdong, China.
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Domingo-Relloso A, Bozack A, Kiihl S, Rodriguez-Hernandez Z, Rentero-Garrido P, Casasnovas JA, Leon-Latre M, Garcia-Barrera T, Gomez-Ariza JL, Moreno B, Cenarro A, de Marco G, Parvez F, Siddique AB, Shahriar H, Uddin MN, Islam T, Navas-Acien A, Gamble M, Tellez-Plaza M. Arsenic exposure and human blood DNA methylation and hydroxymethylation profiles in two diverse populations from Bangladesh and Spain. ENVIRONMENTAL RESEARCH 2022; 204:112021. [PMID: 34516978 PMCID: PMC8734953 DOI: 10.1016/j.envres.2021.112021] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 08/31/2021] [Accepted: 09/04/2021] [Indexed: 05/11/2023]
Abstract
BACKGROUND Associations of arsenic (As) with the sum of 5-mC and 5-hmC levels have been reported; however, As exposure-related differences of the separated 5-mC and 5-hmC markers have rarely been studied. METHODS In this study, we evaluated the association of arsenic exposure biomarkers and 5-mC and 5-hmC in 30 healthy men (43-55 years) from the Aragon Workers Health Study (AWHS) (Spain) and 31 healthy men (31-50 years) from the Folic Acid and Creatinine Trial (FACT) (Bangladesh). We conducted 5-mC and 5-hmC profiling using Infinium MethylationEPIC arrays, on paired standard and modified (ox-BS in AWHS and TAB in FACT) bisulfite converted blood DNA samples. RESULTS The median for the sum of urine inorganic and methylated As species (ΣAs) (μg/L) was 12.5 for AWHS and 89.6 for FACT. The median of blood As (μg/L) was 8.8 for AWHS and 10.2 for FACT. At a statistical significance p-value cut-off of 0.01, the differentially methylated (DMP) and hydroxymethylated (DHP) positions were mostly located in different genomic sites. Several DMPs and DHPs were consistently found in AWHS and FACT both for urine ΣAs and blood models, being of special interest those attributed to the DIP2C gene. Three DMPs (annotated to CLEC12A) for AWHS and one DHP (annotated to NPLOC4) for FACT remained statistically significant after false discovery rate (FDR) correction. Pathways related to chronic diseases including cardiovascular, cancer and neurological were enriched. CONCLUSIONS While we identified common 5-hmC and 5-mC signatures in two populations exposed to varying levels of inorganic As, differences in As-related epigenetic sites across the study populations may additionally reflect low and high As-specific associations. This work contributes a deeper understanding of potential epigenetic dysregulations of As. However, further research is needed to confirm biological consequences associated with DIP2C epigenetic regulation and to investigate the role of 5-hmC and 5-mC separately in As-induced health disorders at different exposure levels.
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Affiliation(s)
- Arce Domingo-Relloso
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Instituto de Salud Carlos III, Madrid, Spain; Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA; Department of Statistics and Operations Research, University of Valencia, Spain
| | - Anne Bozack
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA; Department of Environmental Health Sciences, School of Public Health, University of California, Berkeley, USA
| | - Samara Kiihl
- Department of Statistics, State University of Campinas, Brazil
| | - Zulema Rodriguez-Hernandez
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Instituto de Salud Carlos III, Madrid, Spain
| | - Pilar Rentero-Garrido
- Precision Medicine Unit, Biomedical Research Institute Hospital Clinic de Valencia INCLIVA, Valencia, Spain
| | - J Antonio Casasnovas
- CIBERCV, And Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain; Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain
| | - Montserrat Leon-Latre
- CIBERCV, And Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain; Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain
| | - Tamara Garcia-Barrera
- Research Center on Natural Resources, Health and the Environment, Department of Chemistry, University of Huelva, Huelva, Spain
| | - J Luis Gomez-Ariza
- Research Center on Natural Resources, Health and the Environment, Department of Chemistry, University of Huelva, Huelva, Spain
| | - Belen Moreno
- Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain; Department of Microbiology, Pediatrics, Radiology and Public Health, University of Zaragoza, Zaragoza, Spain
| | - Ana Cenarro
- CIBERCV, And Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain; Aragon Health Research Institute Foundation (IIS Aragon), University of Zaragoza, Zaragoza, Spain
| | - Griselda de Marco
- Genomics Area, Foundation for the Promotion of Health and Biomedical Research of the Valencian Region (FISABIO), Valencia, Spain
| | - Faruque Parvez
- Columbia University Arsenic Project in Bangladesh, Dhaka, Bangladesh
| | - Abu B Siddique
- Columbia University Arsenic Project in Bangladesh, Dhaka, Bangladesh
| | - Hasan Shahriar
- Columbia University Arsenic Project in Bangladesh, Dhaka, Bangladesh
| | - Mohammad N Uddin
- Columbia University Arsenic Project in Bangladesh, Dhaka, Bangladesh
| | - Tariqul Islam
- Columbia University Arsenic Project in Bangladesh, Dhaka, Bangladesh
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA
| | - Mary Gamble
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, USA
| | - Maria Tellez-Plaza
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Instituto de Salud Carlos III, Madrid, Spain.
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8
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Tang YF, Wu WJ, Zhang JY, Zhang J. Reconstruction and analysis of the aberrant lncRNA-miRNA-mRNA network based on competitive endogenous RNA in adenoid cystic carcinoma of the salivary gland. Transl Cancer Res 2022; 10:5133-5149. [PMID: 35116364 PMCID: PMC8798187 DOI: 10.21037/tcr-21-1771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Accepted: 11/18/2021] [Indexed: 11/06/2022]
Abstract
Background The aim of this work was to investigate the competing endogenous RNA (ceRNA) network in adenoid cystic carcinoma of the salivary gland (SACC). Methods Differentially expressed lncRNAs (DElncRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs) between cancer tissues and normal salivary gland (NSG) in ACC were identified using data from the Gene Expression Omnibus (GEO) database. Functional annotation and pathway enrichment analysis of DEmRNAs were performed using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. The miRNAs that are targeted by lncRNAs were predicted using miRanda and PITA, while the target mRNAs of miRNAs were retrieved from miRanda, miRWalk, and TargetScan. A protein-protein interaction (PPI) network was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database, and then we constructed the lncRNA-miRNA-mRNA networks of ACC. Results Differentially expressed RNAs were identified in SACC. Upon comparing cancer tissues and NSG tissues, 103 upregulated and 52 downregulated lncRNAs and 745 upregulated and 866 downregulated mRNAs were identified in GSE88804; in addition, 39 upregulated and 43 downregulated miRNAs were identified in GSE117275. GO enrichment analyses revealed that the most relevant GO terms were regulation of transcription DNA-templated, transcription DNA-templated, and cell division. KEGG pathway enrichment analysis showed that differentially expressed genes (DEGs) were mainly enriched in the cell cycle, pathways in cancer, PI3K-Akt signaling pathway, breast cancer, and microRNAs in cancer. The PPI network consisted of 27 upregulated and 54 downregulated mRNAs. By constructing ceRNA network, NONHSAT251752.1-hsa-miR-6817-5p-NOTCH1, NONHSAT251752.1-hsa-miR-204-5p/hsa-miR-138-5p-CDK6 regulatory axises were identified and all genes in the network were verified by qRT-PCR. Conclusions The present study constructed ceRNA networks in SACC and provided a novel perspective of the molecular mechanisms for SACC.
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Affiliation(s)
- Yu-Fang Tang
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.,National Center of Stomatology & National Clinical Research Center for Oral Diseases, Beijing, China.,Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
| | - Wen-Jie Wu
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.,National Center of Stomatology & National Clinical Research Center for Oral Diseases, Beijing, China.,Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
| | - Jian-Yun Zhang
- National Center of Stomatology & National Clinical Research Center for Oral Diseases, Beijing, China.,Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China.,Department of Oral Pathology, Peking University School and Hospital of Stomatology, Beijing, China
| | - Jie Zhang
- Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China.,National Center of Stomatology & National Clinical Research Center for Oral Diseases, Beijing, China.,Central Laboratory, Peking University School and Hospital of Stomatology, Beijing, China
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9
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Yang L, Zhao S, Ma N, Liu L, Li D, Li X, Wang Z, Song X, Wang Y, Wang D. Novel DIP2C gene splicing variant in an individual with focal infantile epilepsy. Am J Med Genet A 2021; 188:210-215. [PMID: 34617658 DOI: 10.1002/ajmg.a.62524] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 08/15/2021] [Accepted: 09/07/2021] [Indexed: 11/06/2022]
Abstract
Disco-interacting protein 2 C (DIP2C) encodes a disco-interacting protein and is highly expressed in the nervous system. Most variants of DIP2C are microdeletions on chromosome 10p15.3. This study reports a 17-month-old infant with focal infantile epilepsy who has a single-nucleotide variation in DIP2C that results in alternative splicing. The de novo variation (NM_014974.3: c.1057+2T>G) in DIP2C was uncovered through whole-exome sequencing. Minigene assays were performed and verified the alternative splicing caused by the variation. Finally, an 80-bp nucleotide deletion in the 3' end of Exon 8 was detected. Our study identified a de novo splicing variant that affects the coding length of DIP2C. This finding provides a new candidate gene for focal infantile epilepsy. Importantly, our finding is the first to associate a single nucleotide variant in DIP2C with focal infantile epilepsy.
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Affiliation(s)
- Le Yang
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Siyu Zhao
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Nan Ma
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Liang Liu
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Dongjing Li
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Xia Li
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Zhijing Wang
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Xixiao Song
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Yan Wang
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
| | - Dong Wang
- Department of Pediatric neurology, Xi'an Children's Hospital, Xi'an, China
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10
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Adlat S, Hayel F, Yang P, Chen Y, Oo ZM, Myint MZZ, Sah RK, Bahadar N, Al-Azab M, Bah FB, Zheng Y, Feng X. CRISPR-mediated base editing in mice using cytosine deaminase base editor 4. ELECTRON J BIOTECHN 2021. [DOI: 10.1016/j.ejbt.2021.04.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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11
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Shah PA, Huang C, Li Q, Kazi SA, Byers LA, Wang J, Johnson FM, Frederick MJ. NOTCH1 Signaling in Head and Neck Squamous Cell Carcinoma. Cells 2020; 9:cells9122677. [PMID: 33322834 PMCID: PMC7764697 DOI: 10.3390/cells9122677] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 12/04/2020] [Accepted: 12/08/2020] [Indexed: 12/12/2022] Open
Abstract
Biomarker-driven targeted therapies are lacking for head and neck squamous cell carcinoma (HNSCC), which is common and lethal. Efforts to develop such therapies are hindered by a genomic landscape dominated by the loss of tumor suppressor function, including NOTCH1 that is frequently mutated in HNSCC. Clearer understanding of NOTCH1 signaling in HNSCCs is crucial to clinically targeting this pathway. Structural characterization of NOTCH1 mutations in HNSCC demonstrates that most are predicted to cause loss of function, in agreement with NOTCH1's role as a tumor suppressor in this cancer. Experimental manipulation of NOTCH1 signaling in HNSCC cell lines harboring either mutant or wild-type NOTCH1 further supports a tumor suppressor function. Additionally, the loss of NOTCH1 signaling can drive HNSCC tumorigenesis and clinical aggressiveness. Our recent data suggest that NOTCH1 controls genes involved in early differentiation that could have different phenotypic consequences depending on the cancer's genetic background, including acquisition of pseudo-stem cell-like properties. The presence of NOTCH1 mutations may predict response to treatment with an immune checkpoint or phosphatidylinositol 3-kinase inhibitors. The latter is being tested in a clinical trial, and if validated, it may lead to the development of the first biomarker-driven targeted therapy for HNSCC.
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Affiliation(s)
- Pooja A. Shah
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.A.S.); (L.A.B.)
| | - Chenfei Huang
- Bobby R. Alford Department of Otolaryngology, Baylor College of Medicine, Houston, TX 77030, USA; (C.H.); (M.J.F.)
| | - Qiuli Li
- Department of Head and Neck Surgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China;
| | - Sawad A. Kazi
- School of Natural Sciences, University of Texas, Austin, TX 78712, USA;
| | - Lauren A. Byers
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.A.S.); (L.A.B.)
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX 77030, USA;
| | - Jing Wang
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX 77030, USA;
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Faye M. Johnson
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (P.A.S.); (L.A.B.)
- The University of Texas Graduate School of Biomedical Sciences, Houston, TX 77030, USA;
- Correspondence: ; Tel.: +1-713–792-6363; Fax: +1-713-792-1220
| | - Mitchell J. Frederick
- Bobby R. Alford Department of Otolaryngology, Baylor College of Medicine, Houston, TX 77030, USA; (C.H.); (M.J.F.)
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12
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Ehmsen S, Ditzel HJ. Signaling pathways essential for triple-negative breast cancer stem-like cells. Stem Cells 2020; 39:133-143. [PMID: 33211379 DOI: 10.1002/stem.3301] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 10/31/2020] [Indexed: 12/24/2022]
Abstract
Since the discovery of breast cancer stem cells (CSCs), a significant effort has been made to identify and characterize these cells. It is a generally believe that CSCs play an important role in cancer initiation, therapy resistance, and progression of triple-negative breast cancer (TNBC), an aggressive breast cancer subtype with poor prognosis. Thus, therapies targeting these cells would be a valuable addition to standard treatments that primarily target more differentiated, rapidly dividing TNBC cells. Although several cell surface and intracellular proteins have been described as biomarkers for CSCs, none of these are specific to this population of cells. Recent research is moving toward cellular signaling pathways as targets and biomarkers for CSCs. The WNT pathway, the nuclear factor-kappa B (NF-κB) pathway, and the cholesterol biosynthesis pathway have recently been identified to play a key role in proliferation, survival, and differentiation of CSCs, including those of breast cancer. In this review, we assess recent findings related to these three pathways in breast CSC, with particular focus on TNBC CSCs, and discuss how targeting these pathways, in combination with current standard of care, might prove effective and improve the prognosis of TNBC patients.
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Affiliation(s)
- Sidse Ehmsen
- Department of Cancer and Inflammation Research, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark.,Department of Oncology, Odense University Hospital, Odense, Denmark.,Research Unit of Oncology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark.,Academy of Geriatric Cancer Research (AgeCare), Odense University Hospital, Odense, Denmark
| | - Henrik J Ditzel
- Department of Cancer and Inflammation Research, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark.,Department of Oncology, Odense University Hospital, Odense, Denmark.,Research Unit of Oncology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark.,Academy of Geriatric Cancer Research (AgeCare), Odense University Hospital, Odense, Denmark
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13
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Oo ZM, Adlat S, Sah RK, Myint MZZ, Hayel F, Chen Y, Htoo H, Bah FB, Bahadar N, Chan MK, Zhang L, Feng X, Zheng Y. Brain transcriptome study through CRISPR/Cas9 mediated mouse Dip2c gene knock-out. Gene 2020; 758:144975. [PMID: 32707302 DOI: 10.1016/j.gene.2020.144975] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/30/2020] [Accepted: 07/17/2020] [Indexed: 01/11/2023]
Abstract
Dip2C is highly expressed in brain and many other tissues but its biological functions are still not clear. Genes regulated by Dip2C in brain have never been studied. The clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated protein (Cas) systems, adaptive immune systems of bacteria and archaea, have been recently developed and broadly used in genome editing. Here, we describe targeted gene deletions of Dip2c gene in mice via CRISPR/Cas9 system and study of brain transcriptome under Dip2C regulation. The CRISPR/Cas9 system effectively generated targeted deletions of Dip2c by pronuclei injection of plasmids that express Cas9 protein and two sgRNAs. We achieved targeted large fragment deletion with efficiencies at 14.3% (1/7), 66.7% (2/3) and 20% (1/5) respectively in 3 independent experiments, averaging 26.7%. The large deletion DNA segments are 160.4 kb (Dip2CΔ160kb), spanning from end of exon 4 to mid of exon 38. A mouse with two base pair deletion was generated from a single sgRNA targeting in exon 4 (Dip2cΔ2bp) by non-homologous end joining (NHEJ). Loss of gene expression for Dip2c mRNA was confirmed by quantitative real-time PCR (qPCR). Dip2C-regulated genes and pathways in brain were investigated through RNAseq of Dip2cΔ2bp. In total, 838 genes were found differentially regulated, with 252 up and 586 down. Gene ontology (GO) analysis indicated that DEGs in brain are enriched in neurological functions including 'memory', 'neuropeptide signaling pathway', and 'response to amphetamine' while KEGG analysis shows that 'neuroactive ligand-receptor interaction pathway' is the most significantly enriched. DEGs Grid2ip, Grin2a, Grin2c, Grm4, Gabbr2, Gabra5, Gabre, Gabrq, Gabra6 and Gabrr2 are among the highly regulated genes by Dip2C. Results confirm Dip2C may play important roles in brain development and function.
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Affiliation(s)
- Zin Mar Oo
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Salah Adlat
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Rajiv Kumar Sah
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - May Zun Zaw Myint
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Farooq Hayel
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Yang Chen
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Hsu Htoo
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Fatoumata Binta Bah
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Noor Bahadar
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China
| | - Mi Kaythi Chan
- Jilin Province Key Laboratory on Chemistry and Biology of Natural Drugs in Changbai, Mountain, School of Life Sciences, Northeast Normal University, Changchun 130024, Jilin Province, China
| | - Luqing Zhang
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China; Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA.
| | - Xuechao Feng
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China; Key Laboratory of Molecular Epigenetics of Ministry of Education, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China.
| | - Yaowu Zheng
- Transgenic Research Center, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China; Key Laboratory of Molecular Epigenetics of Ministry of Education, School of Life Sciences, Northeast Normal University, Changchun, Jilin 130024, China.
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14
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Doheny D, Sirkisoon S, Carpenter RL, Aguayo NR, Regua AT, Anguelov M, Manore SG, Arrigo A, Jalboush SA, Wong GL, Yu Y, Wagner CJ, Chan M, Ruiz J, Thomas A, Strowd R, Lin J, Lo HW. Combined inhibition of JAK2-STAT3 and SMO-GLI1/tGLI1 pathways suppresses breast cancer stem cells, tumor growth, and metastasis. Oncogene 2020; 39:6589-6605. [PMID: 32929154 PMCID: PMC7572897 DOI: 10.1038/s41388-020-01454-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 08/19/2020] [Accepted: 09/02/2020] [Indexed: 01/01/2023]
Abstract
Triple-negative breast cancer (TNBC) and HER2-positive breast cancer are particularly aggressive and associated with unfavorable prognosis. TNBC lacks effective treatments. HER2-positive tumors have treatment options but often acquire resistance to HER2-targeted therapy after initial response. To address these challenges, we determined whether novel combinations of JAK2-STAT3 and SMO-GLI1/tGLI1 inhibitors synergistically target TNBC and HER2 breast cancer since these two pathways are concurrently activated in both tumor types and enriched in metastatic tumors. Herein, we show that novel combinations of JAK2 inhibitors (ruxolitinib and pacritinib) with SMO inhibitors (vismodegib and sonidegib) synergistically inhibited in vitro growth of TNBC and HER2-positive trastuzumab-resistant BT474-TtzmR cells. Synergy was also observed against breast cancer stem cells. To determine if the combination is efficacious in inhibiting metastasis, we treated mice with intracardially inoculated TNBC cells and found the combination to inhibit lung and liver metastases, and prolong host survival without toxicity. The combination inhibited orthotopic growth, VEGF-A expression, and tumor vasculature of both TNBC and HER2-positive trastuzumab-refractory breast cancer. Lung metastasis of orthotopic BT474-TtzmR xenografts was suppressed by the combination. Together, our results indicated that dual targeting of JAK2 and SMO resulted in synergistic suppression of breast cancer growth and metastasis, thereby supporting future clinical testing.
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Affiliation(s)
- Daniel Doheny
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Sherona Sirkisoon
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Richard L Carpenter
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine-Bloomington, JH 308 1001 E. 3rd St., Bloomington, IN, 47405, USA
| | - Noah Reeve Aguayo
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Angelina T Regua
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Marlyn Anguelov
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Sara G Manore
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Austin Arrigo
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Sara Abu Jalboush
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Grace L Wong
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Yang Yu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Calvin J Wagner
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Michael Chan
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jimmy Ruiz
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Hematology and Oncology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Alexandra Thomas
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Hematology and Oncology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Roy Strowd
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA
- Department of Neurology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jiayuh Lin
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Hui-Wen Lo
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
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15
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Doheny D, Manore SG, Wong GL, Lo HW. Hedgehog Signaling and Truncated GLI1 in Cancer. Cells 2020; 9:cells9092114. [PMID: 32957513 PMCID: PMC7565963 DOI: 10.3390/cells9092114] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 09/10/2020] [Accepted: 09/15/2020] [Indexed: 12/18/2022] Open
Abstract
The hedgehog (HH) signaling pathway regulates normal cell growth and differentiation. As a consequence of improper control, aberrant HH signaling results in tumorigenesis and supports aggressive phenotypes of human cancers, such as neoplastic transformation, tumor progression, metastasis, and drug resistance. Canonical activation of HH signaling occurs through binding of HH ligands to the transmembrane receptor Patched 1 (PTCH1), which derepresses the transmembrane G protein-coupled receptor Smoothened (SMO). Consequently, the glioma-associated oncogene homolog 1 (GLI1) zinc-finger transcription factors, the terminal effectors of the HH pathway, are released from suppressor of fused (SUFU)-mediated cytoplasmic sequestration, permitting nuclear translocation and activation of target genes. Aberrant activation of this pathway has been implicated in several cancer types, including medulloblastoma, rhabdomyosarcoma, basal cell carcinoma, glioblastoma, and cancers of lung, colon, stomach, pancreas, ovarian, and breast. Therefore, several components of the HH pathway are under investigation for targeted cancer therapy, particularly GLI1 and SMO. GLI1 transcripts are reported to undergo alternative splicing to produce truncated variants: loss-of-function GLI1ΔN and gain-of-function truncated GLI1 (tGLI1). This review covers the biochemical steps necessary for propagation of the HH activating signal and the involvement of aberrant HH signaling in human cancers, with a highlight on the tumor-specific gain-of-function tGLI1 isoform.
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Affiliation(s)
- Daniel Doheny
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA; (D.D.); (S.G.M.); (G.L.W.)
| | - Sara G. Manore
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA; (D.D.); (S.G.M.); (G.L.W.)
| | - Grace L. Wong
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA; (D.D.); (S.G.M.); (G.L.W.)
| | - Hui-Wen Lo
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA; (D.D.); (S.G.M.); (G.L.W.)
- Wake Forest Comprehensive Cancer Center, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
- Correspondence: ; Tel.: +1-336-716-0695
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16
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Zhang B, Wang Q, Fu C, Jiang C, Ma S. Exploration of the immune-related signature and immune infiltration analysis for breast ductal and lobular carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:730. [PMID: 32042746 DOI: 10.21037/atm.2019.11.117] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background In this study, we aimed to explore the tumour associated immune signature of breast cancer (BC) and conduct integrative analyses with immune infiltrates in BC. Methods We downloaded the transcriptome profiling and clinical data of BC from The Cancer Genome Atlas (TCGA) database. The list of immune-related signatures was from the Innate database. The limma package was utilized to conduct the normalization, and we screened the differential immune signatures in BC. A univariate Cox regression model and the LASSO method were used to find the hub prognostic immune genes. The TAIG risk model was calculated based on the multivariate Cox regression results, and a receiver operating characteristic (ROC) curve was generated to assess the predictive power of TAIG. Moreover, we also conducted a correlation analysis between TAIG and the clinical characteristics. Additionally, we utilized the METABRIC cohort as the validation data set. The TIMER database is a comprehensive resource for performing systematic analyses of immune infiltrates across various malignancies. We evaluated the associations of immune signatures with several immune cells based on TIMER. Furthermore, we used the CIBERSORT algorithm to determine the fractions of immune cells in each sample and compared the differential distributions of immune infiltrates between two TAIG groups using the Wilcoxon rank-sum test. Results A total of 1,178 samples were obtained from the TCGA-BRCA database, but only 1,045 breast tumour samples were matched with complete transcriptome expression data. Meanwhile, we collected a total of 1,094 BC patients from the METABRIC cohort. We found a list of 1,399 differential immune signatures associated with survival, and functional analysis revealed that these genes participated in cytokine-cytokine receptor interactions, Th1 and Th2 cell differentiation and the JAK-STAT signalling pathway. The TAIG risk model was established from the multivariate Cox analysis, and we observed that high TAIG levels correlated with poor survival outcomes based on Kaplan-Meier analysis. The Kruskal-Wallis test suggested that high TAIG levels correlated with high AJCC-TNM stages and advanced pathological stages (P<0.01). We validated the well robustness of TAIG in METABRIC cohort and 5-year AUC reached up to 0.829. Moreover, we further uncovered the associations of hub immune signatures with immune cells and calculated the immune cell fractions in specific tumour samples based on gene signature expression. Last, we used the Wilcoxon rank-sum test to compare the differential immune density in the two groups and found that several immune cells had a significantly lower infiltrating density in the high TAIG groups, including CD8+ T cells (P=0.031), memory resting CD4+ T cells (P=0.026), M0 macrophages (P=0.023), and M2 macrophages (P=0.048). Conclusions In summary, we explored the immune signature of BC and constructed a TAIG risk model to predict prognosis. Moreover, we integrated the identified immune signature with tumour-infiltrating immune cells and found adverse associations between the TAIG levels and immune cell infiltrating density.
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Affiliation(s)
- Bochuan Zhang
- College of Food Science and Technology, Shenyang Agricultural University, Shenyang 110161, China
| | - Qingfeng Wang
- Basic Medical College Liaoning University of Traditional Chinese Medicine, Shenyang 110847, China
| | - Chenghao Fu
- College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang 110161, China
| | - Chunying Jiang
- College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang 110161, China
| | - Shiliang Ma
- College of Food Science and Technology, Shenyang Agricultural University, Shenyang 110161, China.,College of Bioscience and Biotechnology, Shenyang Agricultural University, Shenyang 110161, China
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17
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Ferrarotto R, Eckhardt G, Patnaik A, LoRusso P, Faoro L, Heymach JV, Kapoun AM, Xu L, Munster P. A phase I dose-escalation and dose-expansion study of brontictuzumab in subjects with selected solid tumors. Ann Oncol 2019; 29:1561-1568. [PMID: 29726923 DOI: 10.1093/annonc/mdy171] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Background Brontictuzumab is a monoclonal antibody that targets Notch1 and inhibits pathway activation. The purpose of this first-in-human study was to determine the maximum tolerated dose (MTD), safety, pharmacokinetics, immunogenicity and preliminary efficacy of brontictuzumab in patients with solid tumors. Patients and methods Subjects with selected refractory solid tumors were eligible. Brontictuzumab was administered intravenously at various dose levels and schedule during dose escalation, and at 1.5 mg/kg every 3 weeks (Q3W) during expansion. Evidence of Notch1 pathway activation as determined by an immunohistochemistry assay was required for entry in the expansion cohort. Adverse events were graded according to the NCI-CTCAE v 4.03. Efficacy was assessed by RECIST 1.1. Results Forty-eight subjects enrolled (33 in dose escalation and 15 in the expansion phase). The MTD was 1.5 mg/kg Q3W. Dose-limiting toxicities were grade 3 diarrhea in two subjects and grade 3 fatigue in one subject. The most common drug-related adverse events of any grade were diarrhea (71%), fatigue (44%), nausea (40%), vomiting (21%), and AST increase (21%). Brontictuzumab exhibited nonlinear pharmacokinetics with dose-dependent terminal half-life ranging 1-4 days. Clinical benefit was seen in 6 of 36 (17%) assessable subjects: 2 had unconfirmed partial response (PR) and 4 subjects had prolonged (≥ 6 months) disease stabilization (SD). Both PRs and three prolonged SD occurred in adenoid cystic carcinoma (ACC) subjects with evidence of Notch1 pathway activation. Pharmacodynamic effects of brontictuzumab were seen in patients' blood and tumor. Conclusion Brontictuzumab was well tolerated at the MTD. The main toxicity was diarrhea, an on-target effect of Notch1 inhibition. An efficacy signal was noted in subjects with ACC and Notch1 pathway activation. ClinicalTrials.gov identifier NCT01778439.
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Affiliation(s)
- R Ferrarotto
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | - G Eckhardt
- Division of Medical Oncology, University of Colorado Denver School of Medicine, Denver, USA
| | - A Patnaik
- Phase I Medical Oncology Program, South Texas Accelerated Research Therapeutics (START), San Antonio, USA
| | - P LoRusso
- Yale School of Medicine, Experimental Therapeutics, New Haven, USA
| | - L Faoro
- OncoMed Pharmaceuticals Inc, Redwood City, USA
| | - J V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A M Kapoun
- OncoMed Pharmaceuticals Inc, Redwood City, USA
| | - L Xu
- OncoMed Pharmaceuticals Inc, Redwood City, USA
| | - P Munster
- Division of Hematology and Oncology, University of California San Francisco, San Francisco, USA
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18
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MiR-16-5p inhibits breast cancer by reducing AKT3 to restrain NF-κB pathway. Biosci Rep 2019; 39:BSR20191611. [PMID: 31383783 PMCID: PMC6706597 DOI: 10.1042/bsr20191611] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 07/27/2019] [Accepted: 08/01/2019] [Indexed: 02/07/2023] Open
Abstract
Background: Breast cancer endangers the life of women and has become the major cause of deaths among them. MiRNAs are found to exert a regulatory effect on the migration, proliferation and apoptosis of breast cancer cells. This research aims at investigating the miR-16-5p expression and its effect on the pathogenesis of breast cancer. Methods: Their clinical data were analyzed with qRT-PCR. CCK8, EdU and Transwell was performed to explore the function of miR-16-5p in cell migration and proliferation of breast cancer cells. Dual-luciferase reporter assay, immunohistochemistry and Western blotting were carried out to explore the relation between miR-16-5p and AKT3. Results: It was discovered that miR-16-5p was lowly expressed in breast cancer patients. Meanwhile, breast cancer patients with under-expressed miR-16-5p had a lower survival rate than those with highly expressed miR-16-5p. Furthermore, decreased miR-16-5p in cell and animal models enhanced migration and proliferation of breast cancer cells, stimulated cell cycle and reduced cell apoptosis. Finally, we found miR-16-5p restrained the NF-κB pathway and decreased AKT3 gene, thereby suppressing the breast cancer development. Conclusion: It can be seen that miR-16-5p exhibits a low expression in breast cancer tissues, which can inhibit breast cancer by restraining the NF-κB pathway and elevating reducing AKT3.
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19
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Pelullo M, Zema S, Nardozza F, Checquolo S, Screpanti I, Bellavia D. Wnt, Notch, and TGF-β Pathways Impinge on Hedgehog Signaling Complexity: An Open Window on Cancer. Front Genet 2019; 10:711. [PMID: 31552081 PMCID: PMC6736567 DOI: 10.3389/fgene.2019.00711] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 07/05/2019] [Indexed: 12/22/2022] Open
Abstract
Constitutive activation of the Hedgehog (Hh) signaling pathway is associated with increased risk of developing several malignancies. The biological and pathogenic importance of Hh signaling emphasizes the need to control its action tightly, both physiologically and therapeutically. Evidence of crosstalk between Hh and other signaling pathways is reported in many tumor types. Here, we provide an overview of the current knowledge about the communication between Hh and major signaling pathways, such as Notch, Wnt, and transforming growth factor β (TGF-β), which play critical roles in both embryonic and adult life. When these pathways are unbalanced, impaired crosstalk contributes to disease development. It is reported that more than one of these pathways are active in different type of tumors, at the same time. Therefore, starting from a plethora of stimuli that activate multiple signaling pathways, we describe the signals that preferentially converge on the Hh signaling cascade that influence its activity. Moreover, we highlight several connection points between Hh and Notch, Wnt, or TGF-β pathways, showing a reciprocal synergism that contributes to tumorigenesis, supporting a more malignant behavior by tumor cells, such as in leukemia and brain tumors. Understanding the importance of these molecular interlinking networks will provide a rational basis for combined anticancer drug development.
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Affiliation(s)
- Maria Pelullo
- Center of Life Nano Science Sapienza, Istituto Italiano di Tecnologia, Rome, Italy
| | - Sabrina Zema
- Department of Molecular Medicine, Sapienza University, Rome, Italy
| | | | - Saula Checquolo
- Department of Medico-Surgical Sciences and Biotechnologies, Sapienza University, Latina, Italy
| | | | - Diana Bellavia
- Department of Molecular Medicine, Sapienza University, Rome, Italy
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20
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Role of Hedgehog Signaling in Breast Cancer: Pathogenesis and Therapeutics. Cells 2019; 8:cells8040375. [PMID: 31027259 PMCID: PMC6523618 DOI: 10.3390/cells8040375] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 04/22/2019] [Accepted: 04/23/2019] [Indexed: 02/06/2023] Open
Abstract
Breast cancer (BC) is the leading cause of cancer-related mortality in women, only followed by lung cancer. Given the importance of BC in public health, it is essential to identify biomarkers to predict prognosis, predetermine drug resistance and provide treatment guidelines that include personalized targeted therapies. The Hedgehog (Hh) signaling pathway plays an essential role in embryonic development, tissue regeneration, and stem cell renewal. Several lines of evidence endorse the important role of canonical and non-canonical Hh signaling in BC. In this comprehensive review we discuss the role of Hh signaling in breast development and homeostasis and its contribution to tumorigenesis and progression of different subtypes of BC. We also examine the efficacy of agents targeting different components of the Hh pathway both in preclinical models and in clinical trials. The contribution of the Hh pathway in BC tumorigenesis and progression, its prognostic role, and its value as a therapeutic target vary according to the molecular, clinical, and histopathological characteristics of the BC patients. The evidence presented here highlights the relevance of the Hh signaling in BC, and suggest that this pathway is key for BC progression and metastasis.
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21
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The impact of NF-κB signaling on pathogenesis and current treatment strategies in multiple myeloma. Blood Rev 2019; 34:56-66. [DOI: 10.1016/j.blre.2018.11.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Revised: 11/14/2018] [Accepted: 11/22/2018] [Indexed: 12/13/2022]
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22
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CFP suppresses breast cancer cell growth by TES-mediated upregulation of the transcription factor DDIT3. Oncogene 2019; 38:4560-4573. [PMID: 30755730 DOI: 10.1038/s41388-019-0739-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 12/04/2018] [Accepted: 01/26/2019] [Indexed: 12/31/2022]
Abstract
Breast cancer is a heterogeneous genetic disease driven by the accumulation of individual mutations per tumor. Whole-genome sequencing approaches have identified numerous genes with recurrent mutations in primary tumors. Although mutations in well characterized tumor suppressors and oncogenes are overrepresented in these sets, the majority of the genetically altered genes have so far unknown roles in breast cancer progression. To improve the basic understanding of the complex disease breast cancer and to potentially identify novel drug targets or regulators of known cancer-driving pathways, we analyzed 86 wild-type genes and 94 mutated variants for their effect on cell growth using a serially constructed panel of MCF7 cell lines. We demonstrate in subsequent experiments that the metal cation transporter CNNM4 regulates growth by induction of apoptosis and identified a tumor suppressive role of complement factor properdin (CFP) in vitro and in vivo. CFP appears to induce the intracellular upregulation of the pro-apoptotic transcription factor DDIT3 which is associated with endoplasmic reticulum-stress response.
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23
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Prescott JA, Cook SJ. Targeting IKKβ in Cancer: Challenges and Opportunities for the Therapeutic Utilisation of IKKβ Inhibitors. Cells 2018; 7:cells7090115. [PMID: 30142927 PMCID: PMC6162708 DOI: 10.3390/cells7090115] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 08/15/2018] [Accepted: 08/19/2018] [Indexed: 02/08/2023] Open
Abstract
Deregulated NF-κB signalling is implicated in the pathogenesis of numerous human inflammatory disorders and malignancies. Consequently, the NF-κB pathway has attracted attention as an attractive therapeutic target for drug discovery. As the primary, druggable mediator of canonical NF-κB signalling the IKKβ protein kinase has been the historical focus of drug development pipelines. Thousands of compounds with activity against IKKβ have been characterised, with many demonstrating promising efficacy in pre-clinical models of cancer and inflammatory disease. However, severe on-target toxicities and other safety concerns associated with systemic IKKβ inhibition have thus far prevented the clinical approval of any IKKβ inhibitors. This review will discuss the potential reasons for the lack of clinical success of IKKβ inhibitors to date, the challenges associated with their therapeutic use, realistic opportunities for their future utilisation, and the alternative strategies to inhibit NF-κB signalling that may overcome some of the limitations associated with IKKβ inhibition.
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Affiliation(s)
- Jack A Prescott
- Signalling Laboratory, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
| | - Simon J Cook
- Signalling Laboratory, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
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24
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Ghali RM, Mahjoub S, Zaied S, Bhiri H, Bahia W, Mahjoub T, Almawi WY. Association of Genetic Variants in NF-kB with Susceptibility to Breast Cancer: a Case Control Study. Pathol Oncol Res 2018; 25:1395-1400. [PMID: 30027470 DOI: 10.1007/s12253-018-0452-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 07/10/2018] [Indexed: 01/10/2023]
Abstract
Insofar as altered NF-κB signaling stemming from the presence of specific genetic variants in NF-κB gene contribute to cancer pathogenesis, this study evaluated the association between NF-κB rs147574894/I552V, rs148626207/M860T rs3774937 and rs1598859 variants and breast cancer and associated features and complications. This was a retrospective case-control study, which involved 207 women with breast cancer, and 214 cancer-free women who served as controls. NF-κB genotyping was done by real-time PCR. Significantly higher rs3774937 minor allele frequencies (MAF), and lower rs147574894 MAF were seen among breast cancer patients, thereby imparting disease susceptibility and protective nature to these variants, respectively. Significant association of rs3774937 and rs147574894 genotypes with breast cancer was seen under the dominant model. Histological type and grade, molecular type, Her2 positivity and ER+/Her2- correlated positively, while distant metastasis negatively correlated with rs3774937. On the other hand, rs147574894 negatively correlated with histological type and grade, tumor size, Her2 positivity, molecular type, and ER+/Her2-, while rs148626207 correlated positively with histological grade, but negatively with distant metastasis and triple-negative status. Breast cancer-susceptible and -protective 4-locus haplotypes were also identified. This is the first report that addresses the contribution of NF-κB variants to the pathogenesis of breast cancer in Middle Eastern-North African population, and the first to document positive association of rs3774937 with breast cancer.
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Affiliation(s)
- Rabeb M Ghali
- Laboratory of Human Genome and Multifactorial Diseases (LR12ES07), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia.,Faculty of Sciences of Bizerte, University of Carthage, Carthage, Tunisia
| | - Sana Mahjoub
- Laboratory of Human Genome and Multifactorial Diseases (LR12ES07), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Sonia Zaied
- Department of Clinical Oncology, CHU Fattouma Bourguiba, Monastir, Tunisia
| | - Hanen Bhiri
- Department of Clinical Oncology, CHU Fattouma Bourguiba, Monastir, Tunisia
| | - Wael Bahia
- Laboratory of Human Genome and Multifactorial Diseases (LR12ES07), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Touhami Mahjoub
- Laboratory of Human Genome and Multifactorial Diseases (LR12ES07), Faculty of Pharmacy of Monastir, University of Monastir, Monastir, Tunisia
| | - Wassim Y Almawi
- Faculty of Sciences of Tunis (FST), El-Manar University, Tunis, Tunisia. .,School of Pharmacy, Lebanese American University, Byblos, Lebanon.
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Karyopherins in cancer. Curr Opin Cell Biol 2018; 52:30-42. [PMID: 29414591 DOI: 10.1016/j.ceb.2018.01.006] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 01/08/2018] [Accepted: 01/14/2018] [Indexed: 12/16/2022]
Abstract
Malfunction of nuclear-cytoplasmic transport contributes to many diseases including cancer. Defective nuclear transport leads to changes in both the physiological levels and temporal-spatial location of tumor suppressors, proto-oncogenes and other macromolecules that in turn affect the tumorigenesis process and drug sensitivity of cancer cells. In addition to their nuclear transport functions in interphase, Karyopherin nuclear transport receptors also have important roles in mitosis and chromosomal integrity. Therefore, alterations in the expressions or regular functions of Karyopherins may have substantial effects on the course and outcome of diseases.
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Li J, Ping JL, Ma B, Chen YR, Li LQ. DIP2C expression in breast cancer and its clinical significance. Pathol Res Pract 2017; 213:1394-1399. [PMID: 28964575 DOI: 10.1016/j.prp.2017.09.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 08/18/2017] [Accepted: 09/09/2017] [Indexed: 01/23/2023]
Abstract
INTRODUCTION The aim of this study was to investigate DIP2C expression in different subtypes of breast cancer tissues and cell lines and its correlation with clinicopathologic and histopathological features, in an effort to elucidate the DIP2C expression profile in breast cancer and its clinical significance. METHODS Hereby, we investigated the DIP2C expression in breast cancer tissues using TMA-IHC method and the DIP2C expression in breast cell lines using quantitative RT-PCR. RESULTS DIP2C displayed universal expression, being present in all the breast cancer subtypes. There were more cases that staining weakly in breast cancer tissues (n=79/150, 52.7%) than that in fibroadenomas tissues (n=2/18, 11.1%) and normal tissues (n=2/20, 10.0%) (χ2=21.84, P <0.001). Within different intrinsic subtypes of breast cancer assayed by IHC expression profiles, there were less cases of the strongly staining group in basal-like subtype (n=38/86, 44.2%) and HER-2 subtype (n=6/24, 25.0%) than that in luminal A (14/20, 70%) and luminal B (13/20, 65%) subtypes (χ2=11.77, p=0.008). Furthermore, DIP2C expression was positive correlated with ER (χ2=8.90, p=0.003) and PR expression (χ2=10.94, p=0.001), while negative correlated with EGFR expression (χ2=9.27, p=0.002), in accordance with the results of cell lines with different subtypes. Oncomine database also confirmed that, DIP2C was expressed lower in breast cancer tissues, and could indicate prognosis. CONCLUSION our data revealed DIP2C expression level decreased in breast cancer, especially in basal-like and HER-2 subtypes, and could be a valuable target for diagnosis on specific subtype of breast cancer.
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Affiliation(s)
- Jing Li
- Huzhou Key Laboratory of Molecular Medicine, Huzhou Central Hospital, Huzhou, 313000, China
| | - Jin Liang Ping
- Department of Pathology, Huzhou Central Hospital, Huzhou, 313000, China
| | - Bo Ma
- Department of Surgery, Zhejiang Hospital, Hangzhou, 313000, China
| | - Ying Rong Chen
- Huzhou Key Laboratory of Molecular Medicine, Huzhou Central Hospital, Huzhou, 313000, China
| | - Li Qin Li
- Huzhou Key Laboratory of Molecular Medicine, Huzhou Central Hospital, Huzhou, 313000, China.
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A systems medicine approach for finding target proteins affecting treatment outcomes in patients with non-Hodgkin lymphoma. PLoS One 2017; 12:e0183969. [PMID: 28892521 PMCID: PMC5593188 DOI: 10.1371/journal.pone.0183969] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2017] [Accepted: 08/15/2017] [Indexed: 02/07/2023] Open
Abstract
Autoantibody profiling with a systems medicine approach can help identify critical dysregulated signaling pathways (SPs) in cancers. In this way, immunoglobulins G (IgG) purified from the serum samples of 92 healthy controls, 10 pre-treated (PR) non-Hodgkin lymphoma (NHL) patients, and 20 NHL patients who underwent chemotherapy (PS) were screened with a phage-displayed random peptide library. Protein-protein interaction networks of the PR and PS groups were analyzed and visualized by Gephi. The results indicated AXIN2, SENP2, TOP2A, FZD6, NLK, HDAC2, HDAC1, and EHMT2, in addition to CAMK2A, PLCG1, PLCG2, GRM5, GRIN2B, GRIN2D, CACNA2D3, and SPTAN1 as hubs in 11 and 7 modules of PR and PS networks, respectively. PR- and PS-specific hubs were evaluated in the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Reactome databases. The PR-specific hubs were involved in Wnt SP, signaling by Notch1 in cancer, telomere maintenance, and transcriptional misregulation. In contrast, glutamate receptor SP, Fc receptor-related pathways, growth factors-related SPs, and Wnt SP were statistically significant enriched pathways, based on the pathway analysis of PS hubs. The results revealed that the most PR-specific proteins were associated with events involved in tumor development, while chemotherapy in the PS group was associated with side effects of drugs and/or cancer recurrence. As the findings demonstrated, PR- and PS-specific proteins in this study can be promising therapeutic targets in future studies.
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Yang S, Chen L, Chan DW, Li QK, Zhang H. Protein signatures of molecular pathways in non-small cell lung carcinoma (NSCLC): comparison of glycoproteomics and global proteomics. Clin Proteomics 2017; 14:31. [PMID: 28814946 PMCID: PMC5557576 DOI: 10.1186/s12014-017-9166-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Accepted: 08/05/2017] [Indexed: 12/18/2022] Open
Abstract
Background Non-small cell lung carcinoma (NSCLC) remains the leading cause of cancer deaths in the United States. More than half of NSCLC patients have clinical presentations with locally advanced or metastatic disease at the time of diagnosis. The large-scale genomic analysis of NSCLC has demonstrated that molecular alterations are substantially different between adenocarcinoma (ADC) and squamous cell carcinoma (SqCC). However, a comprehensive analysis of proteins and glycoproteins in different subtypes of NSCLC using advanced proteomic approaches has not yet been conducted. Methods We applied mass spectrometry (MS) technology featuring proteomics and glycoproteomics to analyze six primary lung SqCCs and eleven ADCs, and we compared the expression level of proteins and glycoproteins in tumors using quantitative proteomics. Glycoproteins were analyzed by enrichment using a chemoenzymatic method, solid-phase extraction of glycopeptides, and quantified by iTRAQ-LC–MS/MS. Protein quantitation was further annotated via Ingenuity Pathway Analysis. Results Over 6000 global proteins and 480 glycoproteins were quantitatively identified in both SqCC and ADC. ADC proteins (8337) consisted of enzymes (22.11%), kinases (5.11%), transcription factors (6.85%), transporters (6.79%), and peptidases (3.30%). SqCC proteins (6967) had a very similar distribution. The identified glycoproteins, in order of relative abundance, included membrane (42%) and extracellular matrix (>33%) glycoproteins. Oncogene-coded proteins (82) increased 1.5-fold among 1047 oncogenes identified in ADC, while 124 proteins from SqCC were up-regulated in tumor tissues among a total of 827 proteins. We identified 680 and 563 tumor suppressor genes from ADC and SqCC, respectively. Conclusion Our systematic analysis of proteins and glycoproteins demonstrates changes of protein and glycoprotein relative abundance in SqCC (TP53, U2AF1, and RXR) and in ADC (SMARCA4, NOTCH1, PTEN, and MST1). Among them, eleven glycoproteins were upregulated in both ADC and SqCC. Two glycoproteins (ELANE and IGFBP3) were only increased in SqCC, and six glycoproteins (ACAN, LAMC2, THBS1, LTBP1, PSAP and COL1A2) were increased in ADC. Ingenuity Pathway Analysis (IPA) showed that several crucial pathways were activated in SqCC and ADC tumor tissues. Electronic supplementary material The online version of this article (doi:10.1186/s12014-017-9166-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shuang Yang
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Lijun Chen
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Daniel W Chan
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Qing Kay Li
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
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Larsson C, Ali MA, Pandzic T, Lindroth AM, He L, Sjöblom T. Loss of DIP2C in RKO cells stimulates changes in DNA methylation and epithelial-mesenchymal transition. BMC Cancer 2017; 17:487. [PMID: 28716088 PMCID: PMC5513093 DOI: 10.1186/s12885-017-3472-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Accepted: 07/02/2017] [Indexed: 12/18/2022] Open
Abstract
Background The disco-interacting protein 2 homolog C (DIP2C) gene is an uncharacterized gene found mutated in a subset of breast and lung cancers. To understand the role of DIP2C in tumour development we studied the gene in human cancer cells. Methods We engineered human DIP2C knockout cells by genome editing in cancer cells. The growth properties of the engineered cells were characterised and transcriptome and methylation analyses were carried out to identify pathways deregulated by inactivation of DIP2C. Effects on cell death pathways and epithelial-mesenchymal transition traits were studied based on the results from expression profiling. Results Knockout of DIP2C in RKO cells resulted in cell enlargement and growth retardation. Expression profiling revealed 780 genes for which the expression level was affected by the loss of DIP2C, including the tumour-suppressor encoding CDKN2A gene, the epithelial-mesenchymal transition (EMT) regulator-encoding ZEB1, and CD44 and CD24 that encode breast cancer stem cell markers. Analysis of DNA methylation showed more than 30,000 sites affected by differential methylation, the majority of which were hypomethylated following loss of DIP2C. Changes in DNA methylation at promoter regions were strongly correlated to changes in gene expression, and genes involved with EMT and cell death were enriched among the differentially regulated genes. The DIP2C knockout cells had higher wound closing capacity and showed an increase in the proportion of cells positive for cellular senescence markers. Conclusions Loss of DIP2C triggers substantial DNA methylation and gene expression changes, cellular senescence and epithelial-mesenchymal transition in cancer cells. Electronic supplementary material The online version of this article (doi:10.1186/s12885-017-3472-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chatarina Larsson
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, SE-751 85, Uppsala, Sweden
| | - Muhammad Akhtar Ali
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, SE-751 85, Uppsala, Sweden.,Current address: Department of Medical Biochemistry and Microbiology, Uppsala University, BMC, Husargatan 3, SE-751 23, Uppsala, Sweden
| | - Tatjana Pandzic
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, SE-751 85, Uppsala, Sweden
| | - Anders M Lindroth
- Department of System Cancer Science, Graduate School of Cancer Science and Policy, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, 10408, Goyang-si, Republic of Korea
| | - Liqun He
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, SE-751 85, Uppsala, Sweden.,Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin Neurological Institute, Key Laboratory of Post-Neuroinjury Neuro-Repair and Regeneration in Central Nervous System, Ministry of Education and Tianjin City, 300052, Tianjin, China
| | - Tobias Sjöblom
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, SE-751 85, Uppsala, Sweden.
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30
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D'Ignazio L, Batie M, Rocha S. Hypoxia and Inflammation in Cancer, Focus on HIF and NF-κB. Biomedicines 2017; 5:E21. [PMID: 28536364 PMCID: PMC5489807 DOI: 10.3390/biomedicines5020021] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 05/02/2017] [Accepted: 05/04/2017] [Indexed: 12/25/2022] Open
Abstract
Cancer is often characterised by the presence of hypoxia and inflammation. Paramount to the mechanisms controlling cellular responses under such stress stimuli, are the transcription factor families of Hypoxia Inducible Factor (HIF) and Nuclear Factor of κ-light-chain-enhancer of activated B cells (NF-κB). Although, a detailed understating of how these transcription factors respond to their cognate stimulus is well established, it is now appreciated that HIF and NF-κB undergo extensive crosstalk, in particular in pathological situations such as cancer. Here, we focus on the current knowledge on how HIF is activated by inflammation and how NF-κB is modulated by hypoxia. We summarise the evidence for the possible mechanism behind this activation and how HIF and NF-κB function impacts cancer, focusing on colorectal, breast and lung cancer. We discuss possible new points of therapeutic intervention aiming to harness the current understanding of the HIF-NF-κB crosstalk.
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Affiliation(s)
- Laura D'Ignazio
- Centre for Gene Regulation and Expression, School of Life Sciences, University of Dundee, Dundee DD15EH, UK.
| | - Michael Batie
- Centre for Gene Regulation and Expression, School of Life Sciences, University of Dundee, Dundee DD15EH, UK.
| | - Sonia Rocha
- Centre for Gene Regulation and Expression, School of Life Sciences, University of Dundee, Dundee DD15EH, UK.
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Benvenuto M, Masuelli L, De Smaele E, Fantini M, Mattera R, Cucchi D, Bonanno E, Di Stefano E, Frajese GV, Orlandi A, Screpanti I, Gulino A, Modesti A, Bei R. In vitro and in vivo inhibition of breast cancer cell growth by targeting the Hedgehog/GLI pathway with SMO (GDC-0449) or GLI (GANT-61) inhibitors. Oncotarget 2017; 7:9250-70. [PMID: 26843616 PMCID: PMC4891038 DOI: 10.18632/oncotarget.7062] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 01/18/2016] [Indexed: 12/21/2022] Open
Abstract
Aberrant Hedgehog (Hh)/glioma-associated oncogene (GLI) signaling has been implicated in cancer progression. Here, we analyzed GLI1, Sonic Hedgehog (Shh) and NF-κB expression in 51 breast cancer (ductal carcinoma) tissues using immunohistochemistry. We found a positive correlation between nuclear GLI1 expression and tumor grade in ductal carcinoma cases. Cytoplasmic Shh staining significantly correlated with a lower tumor grade. Next, the in vitro effects of two Hh signaling pathway inhibitors on breast cancer cell lines were evaluated using the Smoothened (SMO) antagonist GDC-0449 and the direct GLI1 inhibitor GANT-61. GDC-0449 and GANT-61 exhibited the following effects: a) inhibited breast cancer cell survival; b) induced apoptosis; c) inhibited Hh pathway activity by decreasing the mRNA expression levels of GLI1 and Ptch and inhibiting the nuclear translocation of GLI1; d) increased/decreased EGFR and ErbB2 protein expression, reduced p21-Ras and ERK1/ERK2 MAPK activities and inhibited AKT activation; and e) decreased the nuclear translocation of NF-κB. However, GANT-61 exerted these effects more effectively than GDC-0449. The in vivo antitumor activities of GDC-0449 and GANT-61 were analyzed in BALB/c mice that were subcutaneously inoculated with mouse breast cancer (TUBO) cells. GDC-0449 and GANT-61 suppressed tumor growth of TUBO cells in BALB/c mice to different extents. These findings suggest that targeting the Hh pathway using antagonists that act downstream of SMO is a more efficient strategy than using antagonists that act upstream of SMO for interrupting Hh signaling in breast cancer.
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Affiliation(s)
- Monica Benvenuto
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Laura Masuelli
- Department of Experimental Medicine, University of Rome "Sapienza", Rome, Italy
| | - Enrico De Smaele
- Department of Experimental Medicine, University of Rome "Sapienza", Rome, Italy
| | - Massimo Fantini
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Rosanna Mattera
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy.,Department of Molecular Medicine, University of Rome "Sapienza", Rome, Italy
| | - Danilo Cucchi
- Department of Molecular Medicine, University of Rome "Sapienza", Rome, Italy
| | - Elena Bonanno
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Enrica Di Stefano
- Department of Experimental Medicine, University of Rome "Sapienza", Rome, Italy
| | - Giovanni Vanni Frajese
- Department of Physical Education, Human Sciences and Health, University of Rome "Foro Italico", Rome, Italy
| | - Augusto Orlandi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Isabella Screpanti
- Department of Molecular Medicine, University of Rome "Sapienza", Rome, Italy
| | - Alberto Gulino
- Department of Molecular Medicine, University of Rome "Sapienza", Rome, Italy
| | - Andrea Modesti
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Roberto Bei
- Department of Clinical Sciences and Translational Medicine, University of Rome "Tor Vergata", Rome, Italy
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Velaei K, Samadi N, Soltani S, Barazvan B, Soleimani Rad J. NFκBP65 transcription factor modulates resistance to doxorubicin through ABC transporters in breast cancer. Breast Cancer 2016; 24:552-561. [DOI: 10.1007/s12282-016-0738-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 10/25/2016] [Indexed: 01/23/2023]
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33
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McCubrey JA, Rakus D, Gizak A, Steelman LS, Abrams SL, Lertpiriyapong K, Fitzgerald TL, Yang LV, Montalto G, Cervello M, Libra M, Nicoletti F, Scalisi A, Torino F, Fenga C, Neri LM, Marmiroli S, Cocco L, Martelli AM. Effects of mutations in Wnt/β-catenin, hedgehog, Notch and PI3K pathways on GSK-3 activity-Diverse effects on cell growth, metabolism and cancer. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2016; 1863:2942-2976. [PMID: 27612668 DOI: 10.1016/j.bbamcr.2016.09.004] [Citation(s) in RCA: 116] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Revised: 08/14/2016] [Accepted: 09/02/2016] [Indexed: 02/07/2023]
Abstract
Glycogen synthase kinase-3 (GSK-3) is a serine/threonine kinase that participates in an array of critical cellular processes. GSK-3 was first characterized as an enzyme that phosphorylated and inactivated glycogen synthase. However, subsequent studies have revealed that this moon-lighting protein is involved in numerous signaling pathways that regulate not only metabolism but also have roles in: apoptosis, cell cycle progression, cell renewal, differentiation, embryogenesis, migration, regulation of gene transcription, stem cell biology and survival. In this review, we will discuss the roles that GSK-3 plays in various diseases as well as how this pivotal kinase interacts with multiple signaling pathways such as: PI3K/PTEN/Akt/mTOR, Ras/Raf/MEK/ERK, Wnt/beta-catenin, hedgehog, Notch and TP53. Mutations that occur in these and other pathways can alter the effects that natural GSK-3 activity has on regulating these signaling circuits that can lead to cancer as well as other diseases. The novel roles that microRNAs play in regulation of the effects of GSK-3 will also be evaluated. Targeting GSK-3 and these other pathways may improve therapy and overcome therapeutic resistance.
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Affiliation(s)
- James A McCubrey
- Department of Microbiology and Immunology, Brody School of Medicine at East Carolina University Greenville, NC 27858, USA.
| | - Dariusz Rakus
- Department of Animal Molecular Physiology, Institute of Experimental Biology, Wroclaw University, Wroclaw, Poland
| | - Agnieszka Gizak
- Department of Animal Molecular Physiology, Institute of Experimental Biology, Wroclaw University, Wroclaw, Poland
| | - Linda S Steelman
- Department of Microbiology and Immunology, Brody School of Medicine at East Carolina University Greenville, NC 27858, USA
| | - Steve L Abrams
- Department of Microbiology and Immunology, Brody School of Medicine at East Carolina University Greenville, NC 27858, USA
| | - Kvin Lertpiriyapong
- Department of Comparative Medicine, Brody School of Medicine at East Carolina University, USA
| | - Timothy L Fitzgerald
- Department of Surgery, Brody School of Medicine at East Carolina University, USA
| | - Li V Yang
- Department of Internal Medicine, Hematology/Oncology Section, Brody School of Medicine at East Carolina University, USA
| | - Giuseppe Montalto
- Biomedical Department of Internal Medicine and Specialties, University of Palermo, Palermo, Italy; Consiglio Nazionale delle Ricerche, Istituto di Biomedicina e Immunologia Molecolare "Alberto Monroy", Palermo, Italy
| | - Melchiorre Cervello
- Consiglio Nazionale delle Ricerche, Istituto di Biomedicina e Immunologia Molecolare "Alberto Monroy", Palermo, Italy
| | - Massimo Libra
- Department of Bio-medical Sciences, University of Catania, Catania, Italy
| | | | - Aurora Scalisi
- Unit of Oncologic Diseases, ASP-Catania, Catania 95100, Italy
| | - Francesco Torino
- Department of Systems Medicine, Chair of Medical Oncology, Tor Vergata University of Rome, Rome, Italy
| | - Concettina Fenga
- Department of Biomedical, Odontoiatric, Morphological and Functional Images, Occupational Medicine Section - Policlinico "G. Martino" - University of Messina, Messina 98125, Italy
| | - Luca M Neri
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - Sandra Marmiroli
- Department of Surgery, Medicine, Dentistry and Morphology, University of Modena and Reggio Emilia, Modena, Italy
| | - Lucio Cocco
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
| | - Alberto M Martelli
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
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Santarpia L, Bottai G, Kelly CM, Győrffy B, Székely B, Pusztai L. Deciphering and Targeting Oncogenic Mutations and Pathways in Breast Cancer. Oncologist 2016; 21:1063-78. [PMID: 27384237 PMCID: PMC5016060 DOI: 10.1634/theoncologist.2015-0369] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 04/16/2016] [Indexed: 12/27/2022] Open
Abstract
UNLABELLED : Advances in DNA and RNA sequencing revealed substantially greater genomic complexity in breast cancer than simple models of a few driver mutations would suggest. Only very few, recurrent mutations or copy-number variations in cancer-causing genes have been identified. The two most common alterations in breast cancer are TP53 (affecting the majority of triple-negative breast cancers) and PIK3CA (affecting almost half of estrogen receptor-positive cancers) mutations, followed by a long tail of individually rare mutations affecting <1%-20% of cases. Each cancer harbors from a few dozen to a few hundred potentially high-functional impact somatic variants, along with a much larger number of potentially high-functional impact germline variants. It is likely that it is the combined effect of all genomic variations that drives the clinical behavior of a given cancer. Furthermore, entirely new classes of oncogenic events are being discovered in the noncoding areas of the genome and in noncoding RNA species driven by errors in RNA editing. In light of this complexity, it is not unexpected that, with the exception of HER2 amplification, no robust molecular predictors of benefit from targeted therapies have been identified. In this review, we summarize the current genomic portrait of breast cancer, focusing on genetic aberrations that are actively being targeted with investigational drugs. IMPLICATIONS FOR PRACTICE Next-generation sequencing is now widely available in the clinic, but interpretation of the results is challenging, and its impact on treatment selection is often limited. This work provides an overview of frequently encountered molecular abnormalities in breast cancer and discusses their potential therapeutic implications. This review emphasizes the importance of administering investigational targeted therapies, or off-label use of approved targeted drugs, in the context of a formal clinical trial or registry programs to facilitate learning about the clinical utility of tumor target profiling.
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Affiliation(s)
- Libero Santarpia
- Oncology Experimental Therapeutics, Istituto di Ricovero e Cura a Carattere Scientifico Humanitas Clinical and Research Institute, Milan, Italy
| | - Giulia Bottai
- Oncology Experimental Therapeutics, Istituto di Ricovero e Cura a Carattere Scientifico Humanitas Clinical and Research Institute, Milan, Italy
| | | | - Balázs Győrffy
- 2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Borbala Székely
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Lajos Pusztai
- Yale Cancer Center, School of Medicine, Yale University, New Haven, Connecticut, USA
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Habib JG, O'Shaughnessy JA. The hedgehog pathway in triple-negative breast cancer. Cancer Med 2016; 5:2989-3006. [PMID: 27539549 PMCID: PMC5083752 DOI: 10.1002/cam4.833] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Revised: 05/26/2016] [Accepted: 06/30/2016] [Indexed: 12/11/2022] Open
Abstract
Treatment of triple‐negative breast cancer (TNBC) remains challenging due to the underlying heterogeneity of this disease coupled with the lack of predictive biomarkers and effective targeted therapies. Intratumoral heterogeneity, particularly enrichment for breast cancer stem cell‐like subpopulations, has emerged as a leading hypothesis for systemic therapy resistance and clinically aggressive course of poor prognosis TNBC. A growing body of literature supports the role of the stem cell renewal Hedgehog (Hh) pathway in breast cancer. Emerging preclinical data also implicate Hh signaling in TNBC pathogenesis. Herein, we review the evidence for a pathophysiologic role of Hh signaling in TNBC and explore mechanisms of crosstalk between the Hh pathway and other key signaling networks as well as their potential implications for Hh‐targeted interventions in TNBC.
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Affiliation(s)
- Joyce G Habib
- Baylor Charles A. Sammons Cancer Center, Dallas, Texas
| | - Joyce A O'Shaughnessy
- Baylor Charles A. Sammons Cancer Center, Dallas, Texas.
- Texas Oncology, Dallas, Texas.
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Lycopene acts through inhibition of IκB kinase to suppress NF-κB signaling in human prostate and breast cancer cells. Tumour Biol 2016; 37:9375-85. [PMID: 26779636 DOI: 10.1007/s13277-016-4798-3] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 01/06/2016] [Indexed: 01/03/2023] Open
Abstract
We studied the effect of the potent dietary antioxidant lycopene on multiple points along the nuclear factor kappa B (NF-κB) signaling pathway in prostate and breast cancer cells. Lycopene significantly inhibited prostate and breast cancer cell growth at physiologically relevant concentrations of ≥1.25 μM. Similar concentrations also caused a 30-40 % reduction in inhibitor of kappa B (IκB) phosphorylation in the cells, as determined by western blotting. Furthermore, the same degree of inhibition by lycopene was observed for NF-κB transcriptional activity, as determined by reporter gene assay. Concomitant with this, immunofluorescence staining of lycopene-treated cells showed a significant suppression (≥25 %) of TNF-induced NF-κB p65 subunit nuclear translocation. Further probing of lycopene's effects on upstream elements of the NF-κB pathway showed a 25 % inhibition of both activity of recombinant IκB kinase β (IKKβ) kinase in a cell-free in vitro assay, as well as activity of IKKβ immunoprecipitated from MDA-MB-231 cells treated with lycopene. In conclusion, the anticancer properties of lycopene may occur through inhibition of the NF-κB signaling pathway, beginning at the early stage of cytoplasmic IKK kinase activity, which then leads to reduced NF-κB-responsive gene regulation. Furthermore, these effects in cancer cells were observed at concentrations of lycopene that are relevant and achievable in vivo.
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A Five-Gene Signature Predicts Prognosis in Patients with Kidney Renal Clear Cell Carcinoma. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2015; 2015:842784. [PMID: 26539246 PMCID: PMC4619904 DOI: 10.1155/2015/842784] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2015] [Revised: 08/16/2015] [Accepted: 08/27/2015] [Indexed: 02/07/2023]
Abstract
Kidney renal clear cell carcinoma (KIRC) is one of the most common cancers with high mortality all over the world. Many studies have proposed that genes could be used to predict prognosis in KIRC. In this study, RNA expression data from next-generation sequencing and clinical information of 523 patients downloaded from The Cancer Genome Atlas (TCGA) dataset were analyzed in order to identify the relationship between gene expression level and the prognosis of KIRC patients. A set of five genes that significantly associated with overall survival time was identified and a model containing these five genes was constructed by Cox regression analysis. By Kaplan-Meier and Receiver Operating Characteristic (ROC) analysis, we confirmed that the model had good sensitivity and specificity. In summary, expression of the five-gene model is associated with the prognosis outcomes of KIRC patients, and it may have an important clinical significance.
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38
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Suleiman SH, Koko ME, Nasir WH, Elfateh O, Elgizouli UK, Abdallah MOE, Alfarouk KO, Hussain A, Faisal S, Ibrahim FMA, Romano M, Sultan A, Banks L, Newport M, Baralle F, Elhassan AM, Mohamed HS, Ibrahim ME. Exome sequencing of a colorectal cancer family reveals shared mutation pattern and predisposition circuitry along tumor pathways. Front Genet 2015; 6:288. [PMID: 26442106 PMCID: PMC4584935 DOI: 10.3389/fgene.2015.00288] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 08/28/2015] [Indexed: 01/04/2023] Open
Abstract
The molecular basis of cancer and cancer multiple phenotypes are not yet fully understood. Next Generation Sequencing promises new insight into the role of genetic interactions in shaping the complexity of cancer. Aiming to outline the differences in mutation patterns between familial colorectal cancer cases and controls we analyzed whole exomes of cancer tissues and control samples from an extended colorectal cancer pedigree, providing one of the first data sets of exome sequencing of cancer in an African population against a background of large effective size typically with excess of variants. Tumors showed hMSH2 loss of function SNV consistent with Lynch syndrome. Sets of genes harboring insertions-deletions in tumor tissues revealed, however, significant GO enrichment, a feature that was not seen in control samples, suggesting that ordered insertions-deletions are central to tumorigenesis in this type of cancer. Network analysis identified multiple hub genes of centrality. ELAVL1/HuR showed remarkable centrality, interacting specially with genes harboring non-synonymous SNVs thus reinforcing the proposition of targeted mutagenesis in cancer pathways. A likely explanation to such mutation pattern is DNA/RNA editing, suggested here by nucleotide transition-to-transversion ratio that significantly departed from expected values (p-value 5e-6). NFKB1 also showed significant centrality along with ELAVL1, raising the suspicion of viral etiology given the known interaction between oncogenic viruses and these proteins.
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Affiliation(s)
| | - Mahmoud E Koko
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Wafaa H Nasir
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Ommnyiah Elfateh
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Ubai K Elgizouli
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Mohammed O E Abdallah
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Khalid O Alfarouk
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Ayman Hussain
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Shima Faisal
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Fathelrahamn M A Ibrahim
- Department of Molecular Biology, Institute of Endemic Diseases, University of Khartoum Khartoum, Sudan
| | - Maurizio Romano
- International Centre for Genetic Engineering and Biotechnology Trieste, Italy
| | - Ali Sultan
- Weill Cornell Medical College Doha, Qatar
| | - Lawrence Banks
- International Centre for Genetic Engineering and Biotechnology Trieste, Italy
| | | | - Francesco Baralle
- International Centre for Genetic Engineering and Biotechnology Trieste, Italy
| | | | - Hiba S Mohamed
- Faculty of Medicine, University of Khartoum Khartoum, Sudan
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Gallo LH, Meyer AN, Motamedchaboki K, Nelson KN, Haas M, Donoghue DJ. Novel Lys63-linked ubiquitination of IKKβ induces STAT3 signaling. Cell Cycle 2015; 13:3964-76. [PMID: 25486864 PMCID: PMC4615003 DOI: 10.4161/15384101.2014.988026] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
NFκB signaling plays a significant role in human disease, including breast and ovarian carcinoma, insulin resistance, embryonic lethality and liver degeneration, rheumatoid arthritis, aging and Multiple Myeloma (MM). Inhibitor of κB (IκB) kinase β (IKKβ) regulates canonical Nuclear Factor κB (NFκB) signaling in response to inflammation and cellular stresses. NFκB activation requires Lys63-linked (K63-linked) ubiquitination of upstream proteins such as NEMO or TAK1, forming molecular complexes with membrane-bound receptors. We demonstrate that IKKβ itself undergoes K63-linked ubiquitination. Mutations in IKKβ at Lys171, identified in Multiple Myeloma and other cancers, lead to a dramatic increase in kinase activation and K63-linked ubiquitination. These mutations also result in persistent activation of STAT3 signaling. Liquid chromatography (LC)-high mass accuracy tandem mass spectrometry (MS/MS) analysis identified Lys147, Lys418, Lys555 and Lys703 as predominant ubiquitination sites in IKKβ. Specific inhibition of the UBC13-UEV1A complex responsible for K63-linked ubiquitination establishes Lys147 as the predominant site of K63-ubiquitin conjugation and responsible for STAT3 activation. Thus, IKKβ activation leads to ubiquitination within the kinase domain and assemblage of a K63-ubiquitin conjugated signaling platform. These results are discussed with respect to the importance of upregulated NFκB signaling known to occur frequently in MM and other cancers.
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Affiliation(s)
- Leandro H Gallo
- a Department of Chemistry and Biochemistry ; University of California San Diego ; La Jolla , CA USA
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Mutvei AP, Fredlund E, Lendahl U. Frequency and distribution of Notch mutations in tumor cell lines. BMC Cancer 2015; 15:311. [PMID: 25907971 PMCID: PMC4430925 DOI: 10.1186/s12885-015-1278-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 03/26/2015] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Deregulated Notch signaling is linked to a variety of tumors and it is therefore important to learn more about the frequency and distribution of Notch mutations in a tumor context. METHODS In this report, we use data from the recently developed Cancer Cell Line Encyclopedia to assess the frequency and distribution of Notch mutations in a large panel of cancer cell lines in silico. RESULTS Our results show that the mutation frequency of Notch receptor and ligand genes is at par with that for established oncogenes and higher than for a set of house-keeping genes. Mutations were found across all four Notch receptor genes, but with notable differences between protein domains, mutations were for example more prevalent in the regions encoding the LNR and PEST domains in the Notch intracellular domain. Furthermore, an in silico estimation of functional impact showed that deleterious mutations cluster to the ligand-binding and the intracellular domains of NOTCH1. For most cell line groups, the mutation frequency of Notch genes is higher than in associated primary tumors. CONCLUSIONS Our results shed new light on the spectrum of Notch mutations after in vitro culturing of tumor cells. The higher mutation frequency in tumor cell lines indicates that Notch mutations are associated with a growth advantage in vitro, and thus may be considered to be driver mutations in a tumor cell line context.
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Affiliation(s)
| | - Erik Fredlund
- Department of Oncology and Pathology, Science for Life Laboratory, Karolinska Institute, SE-171 77, Stockholm, Sweden.
| | - Urban Lendahl
- Department of Cell and Molecular Biology, SE-171 77, Stockholm, Sweden.
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Robles-Espinoza CD, Velasco-Herrera MDC, Hayward NK, Adams DJ. Telomere-regulating genes and the telomere interactome in familial cancers. Mol Cancer Res 2015; 13:211-22. [PMID: 25244922 PMCID: PMC4278843 DOI: 10.1158/1541-7786.mcr-14-0305] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Telomeres are repetitive sequence structures at the ends of linear chromosomes that consist of double-stranded DNA repeats followed by a short single-stranded DNA protrusion. Telomeres need to be replicated in each cell cycle and protected from DNA-processing enzymes, tasks that cells execute using specialized protein complexes such as telomerase (that includes TERT), which aids in telomere maintenance and replication, and the shelterin complex, which protects chromosome ends. These complexes are also able to interact with a variety of other proteins, referred to as the telomere interactome, to fulfill their biological functions and control signaling cascades originating from telomeres. Given their essential role in genomic maintenance and cell-cycle control, germline mutations in telomere-regulating proteins and their interacting partners have been found to underlie a variety of diseases and cancer-predisposition syndromes. These syndromes can be characterized by progressively shortening telomeres, in which carriers can present with organ failure due to stem cell senescence among other characteristics, or can also present with long or unprotected telomeres, providing an alternative route for cancer formation. This review summarizes the critical roles that telomere-regulating proteins play in cell-cycle control and cell fate and explores the current knowledge on different cancer-predisposing conditions that have been linked to germline defects in these proteins and their interacting partners.
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Affiliation(s)
| | | | - Nicholas K Hayward
- Oncogenomics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland, Australia
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Hinxton, United Kingdom
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Liu S, Zhang Z, Chen TY. Transfection with small interfering RNA targeting smoothened promotes cell apoptosis in human esophageal carcinoma cell line CAES-17. Shijie Huaren Xiaohua Zazhi 2014; 22:2671-2678. [DOI: 10.11569/wcjd.v22.i19.2671] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the effect of transfection with small interfering RNA (siRNA) targeting smoothened (Smo) on the expression of Bcl-2 in esophageal cancer CAES-17 cells.
METHODS: Smo siRNA was transfected into CAES-17 cells. Reverse transcription-polymerase chain reaction (RT-PCR) and Western blot were used to detect the levels of Smo and Bcl-2 mRNAs and proteins. TUNEL assay and flow cytometry were used to detect cell apoptosis.
RESULTS: Compared with the control groups, after transfection with Smo siRNA for 24, 48 and 72 h, the levels of Smo mRNA were significantly down-regulated (0.524 ± 0.011, 0.422 ± 0.008, 0.332 ± 0.019, P < 0.05 for all). After transfection with Smo siRNA for 72 h, the levels of Smo and Bcl-2 proteins were also significantly lower compared with the control groups (0.330 ± 0.016, 0.391 ± 0.019, P < 0.05 for all). The number of apoptotic cells was greatly increased after Smo siRNA transfection.
CONCLUSION: Smo gene may play an important role in the apoptosis of esophageal cancer cells. Smo may be used as a novel biomarker for the treatment of esophageal carcinoma.
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43
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Mouse and human Notch-1 regulate mucosal immune responses. Mucosal Immunol 2014; 7:995-1005. [PMID: 24424521 DOI: 10.1038/mi.2013.118] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Accepted: 11/22/2013] [Indexed: 02/04/2023]
Abstract
The Notch-1 signaling pathway is responsible for homeostatic tight junction expression in vitro, and promotes barrier function in vivo in the RAG1-adoptive transfer model of colitis. In this study, we sought to determine the role of colonic Notch-1 in the lymphoepithelial crosstalk in health and disease. We utilized in vivo and in vitro knockdown to target the expression of Notch-1. We identified that epithelial Notch-1 is required for appropriate activation of intestinal epithelial cells at steady state and upon inflammatory stimulus. Notch-1 expression modulates mucosal chemokine and cytokine secretion, and FoxP3 and effector T-cell responses. We showed that epithelial Notch-1 controls the immune function of the epithelium through crosstalk with the nuclear factor-κB (NF-κB)/mitogen-activated protein kinase (MAPK) pathways that, in turn, elicits T-cell responses. Overall, epithelial Notch-1 bridges innate and adaptive immunity in the gut. Our findings highlight an indispensable role for Notch-1-mediated signaling in the intricate epithelial-immune crosstalk, and validate that epithelial Notch-1 is necessary and sufficient to support protective epithelial proinflammatory responses.
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Cao YW, Wan GX, Zhao CX, Hu JM, Li L, Liang WH, Li WQ, Li YC, Li YX, Du XM, Yu SY, Li F. Notch1 single nucleotide polymorphism rs3124591 is associated with the risk of development of invasive ductal breast carcinoma in a Chinese population. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2014; 7:4286-4294. [PMID: 25120811 PMCID: PMC4129046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 06/23/2014] [Indexed: 06/03/2023]
Abstract
Accumulated evidence has revealed the presence of Notch receptor polymorphisms in non-tumorous diseases; however, few studies have investigated the association of Notch polymorphisms with breast cancer risk. A total of 100 invasive ductal carcinoma (IDC) and 50 ductal carcinoma in situ (DCIS) patients and 100 usual ductal hyperplasia (UDH) controls were genotyped for the following Notch receptor single nucleotide polymorphisms (SNPs) using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry: Notch1, rs3124591; Notch2, rs11249433; Notch3, rs3815188, and rs1043994; and Notch4, rs367398, and rs520692. Immunohistochemistry was used to determine the effect of Notch polymorphisms on corresponding Notch protein expression in successfully genotyped patients. The frequency of rs3124591 TC genotype was significantly higher in IDC (24.7%, 20/81) and DCIS (30%, 12/40) patients than in UDH controls (8%, 8/97) (P = 0.002 and P = 0.011, respectively). However, the distribution of other SNP genotypes was not significantly different between IDC and DCIS patients and UDH controls. The frequency of TC genotype was significantly higher in poorly differentiated tumors than in well-differentiated and moderately differentiated tumors (P = 0.022). Importantly, a positive correlation between the rs3124591 TC genotype and high Notch1 protein expression was observed in DCIS patients (P = 0.043) but not in IDC patients. This is the first study to suggest an increased risk of IDC and DCIS of the breast for the Notch1 rs3124591 variant. Furthermore, given the inconsistent associations between the rs3124591 variant and Notch1 expression in IDC and DCIS, this variant may affect breast cancer risk through mechanisms in the latter stage other than alterations in Notch1 protein expression.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Asian People/genetics
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Carcinoma, Ductal, Breast/genetics
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Intraductal, Noninfiltrating/genetics
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Female
- Genetic Predisposition to Disease/genetics
- Genotype
- Humans
- Immunohistochemistry
- Middle Aged
- Polymerase Chain Reaction
- Polymorphism, Single Nucleotide
- Receptor, Notch1/genetics
- Risk Factors
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
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Affiliation(s)
- Yu-Wen Cao
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan 430074, Hubei, China
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Guo-Xing Wan
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Chun-Xia Zhao
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Jian-Ming Hu
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Li Li
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Wei-Hua Liang
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Wen-Qin Li
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Yu-Cong Li
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Yi-Xiao Li
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Xiao-Ming Du
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
| | - Shi-Ying Yu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan 430074, Hubei, China
| | - Feng Li
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan 430074, Hubei, China
- Department of Pathology and The Key Laboratories for Xinjiang Endemic and Ethnic Diseases, Shihezi University School of MedicineShihezi 832002, Xinjiang, China
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Abstract
Despite intense research efforts that have provided enormous insight, cancer continues to be a poorly understood disease. There has been much debate over whether the cancerous state can be said to originate in a single cell or whether it is a reflection of aberrant behaviour on the part of a 'society of cells'. This article presents, in the form of a debate conducted among the authors, three views of how the problem might be addressed. We do not claim that the views exhaust all possibilities. These views are (a) the tissue organization field theory (TOFT) that is based on a breakdown of tissue organization involving many cells from different embryological layers, (b) the cancer stem cell (CSC) hypothesis that focuses on genetic and epigenetic changes that take place within single cells, and (c) the proposition that rewiring of the cell's protein interaction networks mediated by intrinsically disordered proteins (IDPs) drives the tumorigenic process. The views are based on different philosophical approaches. In detail, they differ on some points and agree on others. It is left to the reader to decide whether one approach to understanding cancer appears more promising than the other.
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Affiliation(s)
- Carlos Sonnenschein
- Department of Integrative Physiology and Pathobiology, Tufts University School of Medicine, 136 Harrison Avenue, Boston, Massachusetts 02111, USA
- Centre Cavaillès, École Normale Supérieure, 45 rue d’Ulm, Paris 75005, France
| | - Ana M Soto
- Department of Integrative Physiology and Pathobiology, Tufts University School of Medicine, 136 Harrison Avenue, Boston, Massachusetts 02111, USA
- Centre Cavaillès, École Normale Supérieure, 45 rue d’Ulm, Paris 75005, France
| | - Annapoorni Rangarajan
- Department of Molecular Reproduction, Development and Genetics, Indian Institute of Science, Bangalore 560 012, India
| | - Prakash Kulkarni
- Department of Urology and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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Qi Y, Duhachek-Muggy S, Li H, Zolkiewska A. Phenotypic diversity of breast cancer-related mutations in metalloproteinase-disintegrin ADAM12. PLoS One 2014; 9:e92536. [PMID: 24651654 PMCID: PMC3961381 DOI: 10.1371/journal.pone.0092536] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 02/23/2014] [Indexed: 12/29/2022] Open
Abstract
Six different somatic missense mutations in the human ADAM12 gene have been identified so far in breast cancer. Five of these mutations involve highly conserved residues in the extracellular domain of the transmembrane ADAM12-L protein. Two of these extracellular mutations, D301H and G479E, have been previously characterized in the context of mouse ADAM12. Three other mutations, T596A, R612Q, and G668A, have been reported more recently, and their effects on ADAM12-L protein structure/function are not known. Here, we show that ADAM12-L bearing the G668A mutation is largely retained in the endoplasmic reticulum in its nascent, full-length form, with an intact N-terminal pro-domain. The T596A and R612Q mutants are efficiently trafficked to the cell surface and proteolytically processed to remove their pro-domains. However, the T596A mutant shows decreased catalytic activity at the cell surface, while the R612Q mutant is fully active and comparable to the wild-type ADAM12-L. The D301H and G479E mutants, consistent with the corresponding D299H and G477E mutants of mouse ADAM12 described earlier, are not proteolytically processed and do not exhibit catalytic activity at the cell surface. Among all six breast cancer-associated mutations in ADAM12-L, mutations that preserve the activity - R612Q and L792F - occur in triple-negative breast cancers, while loss-of-function mutations - D301H, G479E, T596A, and G668A - are found in non-triple negative cancers. This apparent association between the catalytic activity of the mutants and the type of breast cancer supports a previously postulated role of an active ADAM12-L in the triple negative breast cancer disease.
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Affiliation(s)
- Yue Qi
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas, United States of America
| | - Sara Duhachek-Muggy
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas, United States of America
| | - Hui Li
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas, United States of America
| | - Anna Zolkiewska
- Department of Biochemistry and Molecular Biophysics, Kansas State University, Manhattan, Kansas, United States of America
- * E-mail:
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47
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Carter H, Karchin R. Predicting the functional consequences of somatic missense mutations found in tumors. Methods Mol Biol 2014; 1101:135-159. [PMID: 24233781 DOI: 10.1007/978-1-62703-721-1_8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Cancer-specific High-throughput Annotation of Somatic Mutations (CHASM) is a computational method that uses supervised machine learning to prioritize somatic missense mutations detected in tumor sequencing studies. Missense mutations are a key mechanism by which important cellular behaviors, such as cell growth, proliferation, and survival, are disrupted in cancer. However, only a fraction of the missense mutations observed in tumor genomes are expected to be cancer causing. Distinguishing tumorigenic "driver" mutations from their neutral "passenger" counterparts is currently a pressing problem in cancer research.CHASM trains a Random Forest classifier on driver mutations from the COSMIC databases and uses background nucleotide substitution rates observed in tumor sequencing data to model tumor type-specific passenger mutations. Each missense mutation is represented by quantitative features that fall into five major categories: physiochemical properties of amino acid residues; scores derived from multiple sequence alignments of protein or DNA; region-based amino acid sequence composition; predicted properties of local protein structure; and annotations from the UniProt feature tables. Both a software package and a Web server implementation of CHASM are available to facilitate high-throughput prioritization of somatic missense mutations from large, multi-tumor exome sequencing studies. After ranking candidate driver mutations with CHASM, the vector of features describing each mutation can be used to suggest possible mechanism by which mutations alter protein activity in tumorigenesis. This chapter details the application of both implementations of CHASM to tumor sequencing data.
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Affiliation(s)
- Hannah Carter
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
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48
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Hoesel B, Schmid JA. The complexity of NF-κB signaling in inflammation and cancer. Mol Cancer 2013; 12:86. [PMID: 23915189 PMCID: PMC3750319 DOI: 10.1186/1476-4598-12-86] [Citation(s) in RCA: 2324] [Impact Index Per Article: 211.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 07/30/2013] [Indexed: 02/07/2023] Open
Abstract
The NF-κB family of transcription factors has an essential role in inflammation and innate immunity. Furthermore, NF-κB is increasingly recognized as a crucial player in many steps of cancer initiation and progression. During these latter processes NF-κB cooperates with multiple other signaling molecules and pathways. Prominent nodes of crosstalk are mediated by other transcription factors such as STAT3 and p53 or the ETS related gene ERG. These transcription factors either directly interact with NF-κB subunits or affect NF-κB target genes. Crosstalk can also occur through different kinases, such as GSK3-β, p38, or PI3K, which modulate NF-κB transcriptional activity or affect upstream signaling pathways. Other classes of molecules that act as nodes of crosstalk are reactive oxygen species and miRNAs. In this review, we provide an overview of the most relevant modes of crosstalk and cooperativity between NF-κB and other signaling molecules during inflammation and cancer.
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Affiliation(s)
- Bastian Hoesel
- Department of Vascular Biology and Thrombosis Research, Center for Physiology and Pharmacology, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
| | - Johannes A Schmid
- Department of Vascular Biology and Thrombosis Research, Center for Physiology and Pharmacology, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
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Liu SH, Zhou G, Yu J, Wu J, Nemunaitis J, Senzer N, Dawson D, Li M, Fisher WE, Brunicardi FC. Notch1 activation up-regulates pancreatic and duodenal homeobox-1. Genes (Basel) 2013; 4:358-74. [PMID: 24705209 PMCID: PMC3924823 DOI: 10.3390/genes4030358] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Revised: 07/02/2013] [Accepted: 07/11/2013] [Indexed: 12/28/2022] Open
Abstract
Transcription factor pancreatic and duodenal homeobox-1 (PDX-1) plays an essential role in pancreatic development, β-cell differentiation, maintenance of normal β-cell function and tumorigenesis. PDX-1 expression is tightly controlled through a variety of mechanisms under different cellular contexts. We report here that overexpression of Notch1 intracellular domain (NICD), an activated form of Notch1, enhanced PDX-1 expression in both PDX-1 stable HEK293 cells and mouse insulinoma β-TC-6 cells, while NICD shRNA inhibited the enhancing effect. NICD-enhanced PDX-1 expression was accompanied by increased insulin expression/secretion and cell proliferation in β-TC-6 cells, which was reversed by NICD shRNA. Cre activation-induced specific expression of NICD in islet β cells of transgenic βNICD+/+ mice induced increased expression of PDX-1, insulin and proliferating cell nuclear antigen (PCNA) and decreased expression of p27 with accompanied fasting hyperinsulinemia and hypoglycemia and altered responses to intraperitoneal glucose tolerance test. Systemically delivered NICD shRNA suppressed islet expression of PDX-1 and reversed the hypoglycemia and hyperinsulinemia. Moreover, expression levels of NICD were correlated with those of PDX-1 in human pancreatic neuroendocrine tumor. Thus, Notch1 acts as a positive regulator for PDX-1 expression, cooperates with PDX-1 in the development of insulin overexpression and islet cell neoplasia and represents a potential therapeutic target for islet neoplasia.
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Affiliation(s)
- Shi-He Liu
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
| | - Guisheng Zhou
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
| | - Juehua Yu
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
| | - James Wu
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
| | | | - Neil Senzer
- Mary Crowley Cancer Research Center, Dallas, TX 75230, USA.
| | - David Dawson
- CURE: Digestive Disease Research Center, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
| | - Min Li
- Department of Neurosurgery, UT-Houston School of Medicine, Houston, TX 77030, USA.
| | - William E Fisher
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA.
| | - F Charles Brunicardi
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA.
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Lim CB, Prêle CM, Cheah HM, Cheng YY, Klebe S, Reid G, Watkins DN, Baltic S, Thompson PJ, Mutsaers SE. Mutational analysis of hedgehog signaling pathway genes in human malignant mesothelioma. PLoS One 2013; 8:e66685. [PMID: 23826113 PMCID: PMC3691204 DOI: 10.1371/journal.pone.0066685] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2013] [Accepted: 05/08/2013] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The Hedgehog (HH) signaling pathway is critical for embryonic development and adult homeostasis. Recent studies have identified regulatory roles for this pathway in certain cancers with mutations in the HH pathway genes. The extent to which mutations of the HH pathway genes are involved in the pathogenesis of malignant mesothelioma (MMe) is unknown. METHODOLOGY/PRINCIPAL FINDINGS Real-time PCR analysis of HH pathway genes PTCH1, GLI1 and GLI2 were performed on 7 human MMe cell lines. Exon sequencing of 13 HH pathway genes was also performed in cell lines and human MMe tumors. In silico programs were used to predict the likelihood that an amino-acid substitution would have a functional effect. GLI1, GLI2 and PTCH1 were highly expressed in MMe cells, indicative of active HH signaling. PTCH1, SMO and SUFU mutations were found in 2 of 11 MMe cell lines examined. A non-synonymous missense SUFU mutation (p.T411M) was identified in LO68 cells. In silico characterization of the SUFU mutant suggested that the p.T411M mutation might alter protein function. However, we were unable to demonstrate any functional effect of this mutation on Gli activity. Deletion of exons of the PTCH1 gene was found in JU77 cells, resulting in loss of one of two extracellular loops implicated in HH ligand binding and the intracellular C-terminal domain. A 3-bp insertion (69_70insCTG) in SMO, predicting an additional leucine residue in the signal peptide segment of SMO protein was also identified in LO68 cells and a MMe tumour. CONCLUSIONS/SIGNIFICANCE We identified the first novel mutations in PTCH1, SUFU and SMO associated with MMe. Although HH pathway mutations are relatively rare in MMe, these data suggest a possible role for dysfunctional HH pathway in the pathogenesis of a subgroup of MMe and help rationalize the exploration of HH pathway inhibitors for MMe therapy.
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Affiliation(s)
- Chuan Bian Lim
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
| | - Cecilia M. Prêle
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
- Centre for Cell Therapy and Regenerative Medicine, School of Medicine and Pharmacology and Western Australian Institute for Medical Research, University of Western Australia, Crawley, WA, Australia
| | - Hui Min Cheah
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
| | - Yuen Yee Cheng
- Asbestos Diseases Research Institute (ADRI), University of Sydney, Sydney, NSW, Australia
| | - Sonja Klebe
- Department of Anatomical Pathology, SA Pathology and Flinders University, Flinders Medical Centre, Adelaide, Australia
| | - Glen Reid
- Asbestos Diseases Research Institute (ADRI), University of Sydney, Sydney, NSW, Australia
| | - D. Neil Watkins
- Centre for Cancer Research, Monash Institute for Medical Research, Monash University, Melbourne, Victoria, Australia
| | - Svetlana Baltic
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
| | - Philip J. Thompson
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
| | - Steven E. Mutsaers
- Lung Institute of Western Australia and Centre for Asthma, Allergy and Respiratory Research, Department of Medicine, School of Medicine and Pharmacology, University of Western Australia, Crawley, WA, Australia
- Centre for Cell Therapy and Regenerative Medicine, School of Medicine and Pharmacology and Western Australian Institute for Medical Research, University of Western Australia, Crawley, WA, Australia
- * E-mail:
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