1
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Zhong T, Liu X, Li H, Zhang J. Co-delivery of sorafenib and crizotinib encapsulated with polymeric nanoparticles for the treatment of in vivo lung cancer animal model. Drug Deliv 2021; 28:2108-2118. [PMID: 34607478 PMCID: PMC8510624 DOI: 10.1080/10717544.2021.1979129] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/06/2021] [Accepted: 09/06/2021] [Indexed: 11/29/2022] Open
Abstract
To treat various cancers, including lung cancer, chemotherapy requires the systematic administering of chemotherapy. The chemotherapeutic effectiveness of anticancer drugs has been enhanced by polymer nanoparticles (NPs), according to new findings. As an outcome, we have developed biodegradable triblock poly(ethylene glycol)-poly(ε-caprolactone)-poly(ethylene glycol) (PEG-PCL-PEG, PECE) polymeric NPs for the co-delivery of sorafenib (SORA) and crizotinib (CRIZ) and investigated their effect on lung cancer by in vitro and in vivo. There is little polydispersity in the SORA-CRIZ@NPs, an average size of 30.45 ± 2.89 nm range. A steady release of SORA and CRIZ was observed, with no burst impact. The apoptosis rate of SORA-CRIZ@NPs was greater than that of free drugs in 4T1 and A549 cells. Further, in vitro cytotoxicity of the polymeric NPs loaded with potential anticancer drugs was more quickly absorbed by cancer cells. On the other hand, compared to free drugs (SORA + CRIZ), SORA + CRIZ@NPs showed a substantial reduction of tumor development, longer survival rate, and a lowered side effect when delivered intravenously to nude mice xenograft model with 4T1 cancer cells. TUNEL positivity was also increased in tumor cells treated with SORA-CRIZ@NPs, demonstrating the therapeutic effectiveness. SORA-CRIZ@NPs might be used to treat lung cancer soon, based on the results from our new findings.
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Affiliation(s)
- Tian Zhong
- Department of Pulmonary and Critical Care Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China (Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital), Chengdu, China
| | - Xingren Liu
- Department of Pulmonary and Critical Care Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China (Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital), Chengdu, China
| | - Hongmin Li
- Tumor Center, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China (Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital), Chengdu, China
| | - Jing Zhang
- Department of Pulmonary and Critical Care Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China (Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital), Chengdu, China
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2
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Nooreldeen R, Bach H. Current and Future Development in Lung Cancer Diagnosis. Int J Mol Sci 2021; 22:8661. [PMID: 34445366 PMCID: PMC8395394 DOI: 10.3390/ijms22168661] [Citation(s) in RCA: 394] [Impact Index Per Article: 98.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/05/2021] [Accepted: 08/10/2021] [Indexed: 12/16/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths in North America and other developed countries. One of the reasons lung cancer is at the top of the list is that it is often not diagnosed until the cancer is at an advanced stage. Thus, the earliest diagnosis of lung cancer is crucial, especially in screening high-risk populations, such as smokers, exposure to fumes, oil fields, toxic occupational places, etc. Based on the current knowledge, it looks that there is an urgent need to identify novel biomarkers. The current diagnosis of lung cancer includes different types of imaging complemented with pathological assessment of biopsies, but these techniques can still not detect early lung cancer developments. In this review, we described the advantages and disadvantages of current methods used in diagnosing lung cancer, and we provide an analysis of the potential use of body fluids as carriers of biomarkers as predictors of cancer development and progression.
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Affiliation(s)
| | - Horacio Bach
- Division of Infectious Diseases, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6H 3Z6, Canada;
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3
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Miao S, Zhang Q, Chang W, Wang J. New Insights Into Platelet-enriched miRNAs: Production, Functions, Roles in Tumors, and Potential Targets for Tumor Diagnosis and Treatment. Mol Cancer Ther 2021; 20:1359-1366. [PMID: 34045229 DOI: 10.1158/1535-7163.mct-21-0050] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 03/12/2021] [Accepted: 05/03/2021] [Indexed: 11/16/2022]
Abstract
In view of the increasing number of malignant tumors worldwide and their high mortality, efforts are being made to find effective biomarkers for early detection and effective treatment measures of cancer. In recent years, the roles of platelets in tumors have attracted considerable attention. Although platelets do not have nuclei, they are rich in miRNAs, which are important molecules in platelet regulation of tumors. Platelet miRNA expression in tumor patients is abnormal and tumor-specific. Platelet miRNAs have higher accuracy and specificity than conventional tumor detection markers and circulating miRNAs in tumor diagnosis. Platelets enriched miRNAs are involved in the regulation of tumor proliferation, metastasis, tumor-related immunity, tumor-related thrombosis, and antitumor therapy. To understand the role of platelet miRNAs in tumors, this article reviews the biological functions of miRNAs in platelets and summarizes the regulatory roles of platelet miRNAs in tumors and the potential roles of platelet miRNAs in tumor diagnosis and treatment.
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Affiliation(s)
- Shuo Miao
- School of Basic Medicine, Qingdao University, Qingdao, China
| | - Qingsong Zhang
- Department of Urology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenguang Chang
- Institute for Translational Medicine, Qingdao University, Qingdao, China
| | - Jianxun Wang
- School of Basic Medicine, Qingdao University, Qingdao, China.
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4
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Mansour SA, Farhat AA, Abd El-Zaher AH, Bediwy AS, Abdou SM, Al Saka AA, Zidan AAA. MicroRNA genetic signature in non-small cell lung cancer (NSCLC) Egyptian patients. THE EGYPTIAN JOURNAL OF BRONCHOLOGY 2020. [DOI: 10.1186/s43168-020-00021-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Cancer development is associated with deregulated microRNA (miRNA) in body fluids including serum, plasma, and bronchoalveolar lavage (BAL). Early diagnosis and early treatment of lung cancer improve survival and response to treatment. So, finding an easy detectable biomarker is crucially important to improve the disease outcome. So, we analyzed the differential expression of miRNA using microarray both in serum and BAL of 37 non-small cell lung cancer (NSCLC) patients and 30 healthy control subjects (15 non-smokers and 15 smokers).
Results
A total of 32 miRNAs were significantly differentially expressed in serum of NSCLC patients versus controls (13 up-regulated and 19 down-regulated), whereas 14 miRNAs were significantly differentially expressed in BAL of NSCLC patients relative to control (12 upregulated and 2 downregulated). The accuracy of MiRNAs to detect lung cancer patients versus control was 94.3% with a specificity of 97.8% and a sensitivity of 92.3%.
Conclusions
Expression of miRNAs is specific in both serum and BAL of NSCLC patients, indicating that they might be considered easy diagnostic biomarkers for early lung cancer detection.
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5
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Slack FJ, Chinnaiyan AM. The Role of Non-coding RNAs in Oncology. Cell 2020; 179:1033-1055. [PMID: 31730848 DOI: 10.1016/j.cell.2019.10.017] [Citation(s) in RCA: 1064] [Impact Index Per Article: 212.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 10/09/2019] [Accepted: 10/18/2019] [Indexed: 02/07/2023]
Abstract
For decades, research into cancer biology focused on the involvement of protein-coding genes. Only recently was it discovered that an entire class of molecules, termed non-coding RNA (ncRNA), plays key regulatory roles in shaping cellular activity. An explosion of studies into ncRNA biology has since shown that they represent a diverse and prevalent group of RNAs, including both oncogenic molecules and those that work in a tumor suppressive manner. As a result, hundreds of cancer-focused clinical trials involving ncRNAs as novel biomarkers or therapies have begun and these are likely just the beginning.
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Affiliation(s)
- Frank J Slack
- Harvard Medical School Initiative for RNA Medicine, Harvard Medical School, Boston, MA 02215, USA; Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA.
| | - Arul M Chinnaiyan
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA; Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA; Department of Urology, University of Michigan, Ann Arbor, MI 48109, USA; Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI 48109, USA.
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6
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Bottani M, Banfi G, Lombardi G. Circulating miRNAs as Diagnostic and Prognostic Biomarkers in Common Solid Tumors: Focus on Lung, Breast, Prostate Cancers, and Osteosarcoma. J Clin Med 2019; 8:E1661. [PMID: 31614612 PMCID: PMC6833074 DOI: 10.3390/jcm8101661] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 10/04/2019] [Accepted: 10/06/2019] [Indexed: 12/22/2022] Open
Abstract
An early cancer diagnosis is essential to treat and manage patients, but it is difficult to achieve this goal due to the still too low specificity and sensitivity of classical methods (imaging, actual biomarkers), together with the high invasiveness of tissue biopsies. The discovery of novel, reliable, and easily collectable cancer markers is a topic of interest, with human biofluids, especially blood, as important sources of minimal invasive biomarkers such as circulating microRNAs (miRNAs), the most promising. MiRNAs are small non-coding RNAs and known epigenetic modulators of gene expression, with specific roles in cancer development/progression, which are next to be implemented in the clinical routine as biomarkers for early diagnosis and the efficient monitoring of tumor progression and treatment response. Unfortunately, several issues regarding their validation process are still to be resolved. In this review, updated findings specifically focused on the clinical relevance of circulating miRNAs as prognostic and diagnostic biomarkers for the most prevalent cancer types (breast, lung, and prostate cancers in adults, and osteosarcoma in children) are described. In addition, deep analysis of pre-analytical, analytical, and post-analytical issues still affecting the circulation of miRNAs' validation process and routine implementation is included.
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Affiliation(s)
- Michela Bottani
- IRCCS Istituto Ortopedico Galeazzi, Laboratory of Experimental Biochemistry and Molecular Biology, Via Riccardo Galeazzi 4, 20161 Milano, Italy.
| | - Giuseppe Banfi
- IRCCS Istituto Ortopedico Galeazzi, Laboratory of Experimental Biochemistry and Molecular Biology, Via Riccardo Galeazzi 4, 20161 Milano, Italy.
- Vita-Salute San Raffaele University, 20132 Milano, Italy.
| | - Giovanni Lombardi
- IRCCS Istituto Ortopedico Galeazzi, Laboratory of Experimental Biochemistry and Molecular Biology, Via Riccardo Galeazzi 4, 20161 Milano, Italy.
- Dept. of Physiology and Pharmacology, Gdańsk University of Physical Education and Sport, Gdańsk, ul. Kazimierza Górskiego 1, 80-336 Pomorskie, Poland.
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7
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Ling XH, Fu H, Chen ZY, Lu JM, Zhuo YJ, Chen JH, Zhong WD, Jia Z. miR‑505 suppresses prostate cancer progression by targeting NRCAM. Oncol Rep 2019; 42:991-1004. [PMID: 31322225 PMCID: PMC6667922 DOI: 10.3892/or.2019.7231] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 07/05/2019] [Indexed: 12/22/2022] Open
Abstract
Previous researchers have demonstrated that microRNA-505 (miR-505) is negatively correlated with progression in various malignancies. However, the detailed function and molecular mechanisms of miR-505 have yet to be completely elucidated in prostate cancer (PCa). The present study initially identified the potential role of miR-505 in PCa using in vitro experiments, and demonstrated that restoration of miR-505 inhibited proliferation, invasion and migration, yet induced cell cycle arrest and promoted apoptosis in PCa cells. The present study also demonstrated that the expression of neuron-glial-related cell adhesion molecule (NRCAM) was markedly upregulated in PCa cells when compared with benign prostate epithelium. A luciferase reporter assay demonstrated that miR-505 directly targeted NRCAM in PCa cells. In addition, NRCAM stimulation antagonized the inhibitory effects of miR-505 on the proliferation, migration, and invasion of PCa cells. Furthermore, lower levels of miR-505 and higher levels of NRCAM may serve as a predictor of worse biochemical recurrence-free survival or disease-free survival in patients with PCa. In conclusion, the present study revealed the inhibitory effects of miR-505 on PCa tumorigenesis, which potentially occur by targeting NRCAM. The combined analysis of NRCAM and miR-505 may predict disease progression in patients with PCa following radical prostatectomy.
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Affiliation(s)
- Xiao-Hui Ling
- Guangdong Provincial Institute of Nephrology, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Hao Fu
- Department of Urology, Nanhua Affiliated Hospital, University of South China, Hengyang, Hunan 421001, P.R. China
| | - Zhi-Yun Chen
- Reproductive Medicine Centre, Huizhou Central People's Hospital, Guangdong Medical University, Huizhou, Guangdong 516001, P.R. China
| | - Jian-Ming Lu
- Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Yang-Jia Zhuo
- Department of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Jia-Hong Chen
- Reproductive Medicine Centre, Huizhou Central People's Hospital, Guangdong Medical University, Huizhou, Guangdong 516001, P.R. China
| | - Wei-De Zhong
- Guangdong Provincial Institute of Nephrology, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Zhenyu Jia
- Department of Botany and Plant Sciences, University of California, Riverside, CA 92521, USA
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8
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Salem M, O'Brien JA, Bernaudo S, Shawer H, Ye G, Brkić J, Amleh A, Vanderhyden BC, Refky B, Yang BB, Krylov SN, Peng C. miR-590-3p Promotes Ovarian Cancer Growth and Metastasis via a Novel FOXA2-Versican Pathway. Cancer Res 2018; 78:4175-4190. [PMID: 29748371 DOI: 10.1158/0008-5472.can-17-3014] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 03/23/2018] [Accepted: 05/03/2018] [Indexed: 11/16/2022]
Abstract
miRNAs play important roles in gene regulation, and their dysregulation is associated with many diseases, including epithelial ovarian cancer (EOC). In this study, we determined the expression and function of miR-590-3p in EOC. miR-590-3p levels were higher in high-grade carcinoma when compared with low-grade or tumors with low malignant potential. Interestingly, plasma levels of miR-590-3p were significantly higher in patients with EOC than in subjects with benign gynecologic disorders. Transient transfection of miR-590-3p mimics or stable transfection of mir-590 increased cell proliferation, migration, and invasion. In vivo studies revealed that mir-590 accelerated tumor growth and metastasis. Using a cDNA microarray, we identified forkhead box A2 (FOXA2) and versican (VCAN) as top downregulated and upregulated genes by mir-590, respectively. miR-590-3p targeted FOXA2 3' UTR to suppress its expression. In addition, knockdown or knockout of FOXA2 enhanced cell proliferation, migration, and invasion. Overexpression of FOXA2 decreased, whereas knockout of FOXA2 increased VCAN mRNA and protein levels, which was due to direct binding and regulation of the VCAN gene by FOXA2. Interrogation of the TCGA ovarian cancer database revealed a negative relationship between FOXA2 and VCAN mRNA levels in EOC tumors, and high FOXA2/low VCAN mRNA levels in tumors positively correlated with patient survival. Finally, overexpression of FOXA2 or silencing of VCAN reversed the effects of mir-590. These findings demonstrate that miR-590-3p promotes EOC development via a novel FOXA2-VCAN pathway.Significance: Low FOXA2/high VCAN levels mediate the tumor-promoting effects of miR-590-3p and negatively correlate with ovarian cancer survival. Cancer Res; 78(15); 4175-90. ©2018 AACR.
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Affiliation(s)
- Mohamed Salem
- Department of Biology, York University, Toronto, Canada
| | | | | | - Heba Shawer
- Department of Biology, American University in Cairo, New Cairo, Egypt
| | - Gang Ye
- Department of Biology, York University, Toronto, Canada
| | - Jelena Brkić
- Department of Biology, York University, Toronto, Canada
| | - Asma Amleh
- Department of Biology, American University in Cairo, New Cairo, Egypt
| | | | - Basel Refky
- Department of Surgical Oncology, Mansoura Oncology Center, Mansoura, Egypt
| | - Burton B Yang
- Sunnybrook Research Institute and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Sergey N Krylov
- Department of Chemistry, York University, Toronto, Canada.,Centre for Research on Molecular Interactions, York University, Toronto, Canada
| | - Chun Peng
- Department of Biology, York University, Toronto, Canada. .,Centre for Research on Molecular Interactions, York University, Toronto, Canada
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9
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Ludwig N, Fehlmann T, Galata V, Franke A, Backes C, Meese E, Keller A. Small ncRNA-Seq Results of Human Tissues: Variations Depending on Sample Integrity. Clin Chem 2018; 64:1074-1084. [PMID: 29691221 DOI: 10.1373/clinchem.2017.285767] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 03/19/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND Although mature miRNAs are relatively stable in vivo, RNA degradation can have a substantial influence on small noncoding RNA (sncRNA) profiles. METHODS Using different tissue storage conditions and RNA isolation procedures, we analyzed the integrity and quality of RNA isolates from human lung and heart tissues. We sequenced a total of 64 RNA samples and quantified the effect of RNA degradation, DNA contamination, and other confounding factors on the sncRNA-seq data. Besides microRNAs, other noncoding RNA species (piRNAs, tRNAs, snoRNAs, rRNAs) were investigated. RESULTS Consistent with previous results, we found that the tissue specificity of microRNAs is generally well preserved. The distribution of microRNA isoforms was similar to the distribution of canonical forms. New miRNAs were more frequently discovered in degraded samples. sncRNA Reads generated from degraded samples mapped frequently to piRNAs, tRNAs, snoRNAs, or scaRNAs. Sequencing reads that were depleted of sncRNAs showed an increased mapping frequency to bacterial species. CONCLUSIONS Our data emphasize the importance of sample integrity, especially for next-generation sequencing (NGS)-based high-throughput sncRNA profiles. For the prediction of novel miRNAs in particular, only samples with the highest RNA integrity should be used in order to avoid identification of false "miRNAs."
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Affiliation(s)
- Nicole Ludwig
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Tobias Fehlmann
- Department of Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Valentina Galata
- Department of Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Andre Franke
- Institute for Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Christina Backes
- Department of Clinical Bioinformatics, Saarland University, Saarbrücken, Germany
| | - Eckart Meese
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Andreas Keller
- Department of Clinical Bioinformatics, Saarland University, Saarbrücken, Germany;
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10
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Daugaard I, Venø MT, Yan Y, Kjeldsen TE, Lamy P, Hager H, Kjems J, Hansen LL. Small RNA sequencing reveals metastasis-related microRNAs in lung adenocarcinoma. Oncotarget 2018; 8:27047-27061. [PMID: 28460486 PMCID: PMC5432317 DOI: 10.18632/oncotarget.15968] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 02/20/2017] [Indexed: 01/06/2023] Open
Abstract
The majority of lung cancer deaths are caused by metastatic disease. MicroRNAs (miRNAs) are posttranscriptional regulators of gene expression and miRNA dysregulation can contribute to metastatic progression. Here, small RNA sequencing was used to profile the miRNA and piwi-interacting RNA (piRNA) transcriptomes in relation to lung cancer metastasis. RNA-seq was performed using RNA extracted from formalin-fixed paraffin embedded (FFPE) lung adenocarcinomas (LAC) and brain metastases from 8 patients, and LACs from 8 patients without detectable metastatic disease. Impact on miRNA and piRNA transcriptomes was subtle with 9 miRNAs and 8 piRNAs demonstrating differential expression between metastasizing and non-metastasizing LACs. For piRNAs, decreased expression of piR-57125 was the most significantly associated with distant metastasis. Validation by RT-qPCR in a LAC cohort comprising 52 patients confirmed that decreased expression of miR-30a-3p and increased expression of miR-210-3p were significantly associated with the presence of distant metastases. miR-210-3p tumor cell specificity was evaluated by in situ hybridization and its biomarker potential was confirmed by ROC curve analysis (AUC = 0.839). Lastly, agreement between miRNA-seq and RT-qPCR for FFPE-derived RNA was evaluated and a high level of concordance was determined. In conclusion, this study has identified and validated metastasis-related miRNAs in LAC.
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Affiliation(s)
- Iben Daugaard
- Department of Biomedicine, Aarhus University, DK-8000 Aarhus C, Denmark.,Department of Molecular Biology and Genetics, Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000 Aarhus C, Denmark
| | - Morten T Venø
- Department of Molecular Biology and Genetics, Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000 Aarhus C, Denmark
| | - Yan Yan
- Department of Molecular Biology and Genetics, Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000 Aarhus C, Denmark
| | - Tina E Kjeldsen
- Department of Biomedicine, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, DK-8200 Aarhus N, Denmark
| | - Henrik Hager
- Department of Pathology, Aarhus University Hospital, DK-8000 Aarhus C, Denmark.,Department of Clinical Pathology, Vejle Hospital, DK-7100 Vejle, Denmark
| | - Jørgen Kjems
- Department of Molecular Biology and Genetics, Interdisciplinary Nanoscience Center (iNANO), Aarhus University, DK-8000 Aarhus C, Denmark
| | - Lise Lotte Hansen
- Department of Biomedicine, Aarhus University, DK-8000 Aarhus C, Denmark
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11
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Ren Y, Zhao S, Jiang D, Feng X, Zhang Y, Wei Z, Wang Z, Zhang W, Zhou QF, Li Y, Hou H, Xu Y, Zhou F. Proteomic biomarkers for lung cancer progression. Biomark Med 2018; 12:205-215. [DOI: 10.2217/bmm-2018-0015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aim: Lung adenocarcinoma (LUAD) and lung squamous-cell carcinoma (LUSC) are two major subtypes of lung cancer and constitute about 70% of all the lung cancer cases. The patient's lifespan and living quality will be significantly improved if they are diagnosed at an early stage and adequately treated. Methods & results: This study comprehensively screened the proteomic dataset of both LUAD and LUSC, and proposed classification models for the progression stages of LUAD and LUSC with accuracies 86.51 and 89.47%, respectively. Discussion & conclusion: A comparative analysis was also carried out on related transcriptomic datasets, which indicates that the proposed biomarkers provide discerning power for accurate stage prediction, and will be improved when larger-scale proteomic quantitative technologies become available.
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Affiliation(s)
- Yanjiao Ren
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Shishun Zhao
- Center for Applied Statistical Research, College of Mathematics, Jilin University, Changchun, Jilin 130012, PR China
| | - Dandan Jiang
- Center for Applied Statistical Research, College of Mathematics, Jilin University, Changchun, Jilin 130012, PR China
| | - Xin Feng
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Yexian Zhang
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Zhipeng Wei
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Zhongyu Wang
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Wenniu Zhang
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
| | - Qing F Zhou
- School of Electrical Engineering & Intelligentization, Dongguan University of Technology, Dongguan 523000, PR China
| | - Yong Li
- Department of Electronic Engineering, Tsinghua University, Beijing 100084, PR China
| | - Hanxu Hou
- School of Electrical Engineering & Intelligentization, Dongguan University of Technology, Dongguan 523000, PR China
| | - Ying Xu
- Computational Systems Biology Lab, Department of Biochemistry & Molecular Biology, University of Georgia, Athens, GA 30602, USA
- College of Computer Science & Technology, & College of Public Health, Jilin University, Changchun, Jilin 130012, PR China
| | - Fengfeng Zhou
- College of Computer Science & Technology, & Key Laboratory of Symbolic Computation & Knowledge Engineering of Ministry of Education, Jilin University, Changchun, Jilin 130012, PR China
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12
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Abstract
MicroRNAs are a class of small noncoding RNAs that function as regulators involving in many biological processes. The evaluation of miRNAs and their targets has been aided by miRNA expression profiling studies including multiplex PCR, microarrays, and recent next-generation sequencing tools. Next-generation sequencing has enabled us to profile thousands of genes in a single experiment and overcome the background signal and cross-hybridization issues of microarrays. Next-generation sequencing also allows for the simultaneous confirmation of known miRNAs and discovery of new miRNAs, and significantly reduces costs while providing billions of nucleotide information within a single experiment. Here we describe a detailed procedure of generation of miRNA library for next-generation sequencing to increase the efficiency of adapter ligation and finally construct a more specific cDNA library for sequencing and analyses for miRNA expression profiling.
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Affiliation(s)
- Poching Liu
- DNA Sequencing and Genomics Core-NHLBI, National Institute of Health, Bethesda, MD, USA.
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13
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Ma Z, Wang Y, He B, Cui J, Zhang C, Wang H, Feng W, Wang B, Wei D, Wu Y, Zeng Y, Yu G. Expression of miR-590 in lung cancer and its correlation with prognosis. Oncol Lett 2017; 15:1753-1757. [PMID: 29434870 PMCID: PMC5774444 DOI: 10.3892/ol.2017.7497] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 11/21/2017] [Indexed: 11/11/2022] Open
Abstract
The study aim was to evaluate the association of the expression of serum microribonucleic acid-590 (miR-590) with the risk of lung squamous cell carcinoma (LUSC), clinicopathological staging and prognosis. A total of 237 patients with LUSC and 100 healthy volunteers (control group) were included in the study. Total RNA was extracted from the peripheral blood serum of the subjects, and the expression level of miR-590 was detected by reverse transcription real-time quantitative polymerase chain reaction. The baseline clinicopathological information of LUSC patients was evaluated, and the patients were followed up with the median follow-up of 47 months. Compared with that in the control group, the expression level of serum miR-590 in LUSC patients was significantly decreased [0.532 (0.367- 0.821) vs. 1.63 (0.893–1.347), P<0.001]. The receiver operating characteristic (ROC) curve showed that the value of predicting LUSC risk using miR-590 was high, the area under curve (AUC) was 0.883, and 95% confidence interval (CI) was 0.829–0.934. In addition, the expression level of serum miR-590 was correlated with pathological staging (P=0.022), lymph node metastasis (P=0.012), distant metastasis (P<0.001) and tumor, node and metastasis (TNM) staging (P=0.044). The overall survival (OS) of patients in the serum miR-590 low expression group was significantly lower than that of the serum miR-590 high expression group (P=0.012), and the low expression of miR-590 was an independent risk factor for the prognosis of patients [hazard ratio (HR)=2.152, 95% CI=1.285–3.233, P=0.004]. The results suggested that the expression level of miR-590 can be used as a biomarker for the risk of disease, disease staging and prognosis of LUSC patients.
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Affiliation(s)
- Zhifeng Ma
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Yaoqin Wang
- Department of Laboratory, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Binjun He
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Jian Cui
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Chu Zhang
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Haiyong Wang
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Weizhong Feng
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Bin Wang
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Desheng Wei
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Yuanlin Wu
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Yong Zeng
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
| | - Guangmao Yu
- Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing, Zhejiang 312000, P.R. China
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Paiva S, Agbulut O. MiRroring the Multiple Potentials of MicroRNAs in Acute Myocardial Infarction. Front Cardiovasc Med 2017; 4:73. [PMID: 29209617 PMCID: PMC5701911 DOI: 10.3389/fcvm.2017.00073] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2017] [Accepted: 10/31/2017] [Indexed: 12/28/2022] Open
Abstract
At present, cardiovascular diseases are depicted to be the leading cause of death worldwide according to the World Health Organization. In the future, projections predict that ischemic heart disease will persist in the top main causes of illness. Within this alarming context, some tiny master regulators of gene expression programs, namely, microRNAs (miRNAs) carry three promising potentials. In fact, miRNAs can prove to be useful not only in terms of biomarkers allowing heart injury detection but also in terms of therapeutics to overcome limitations of past strategies and treat the lesions. In a more creative approach, they can even be used in the area of human engineered cardiac tissues as maturation tools for cardiomyocytes (CMs) derived from pluripotent stem cell. Very promising not only for patient-specific cell-based therapies but also to develop biomimetic microsystems for disease modeling and drug screening, these cells greatly contribute to personalized medicine. To get into the heart of the matter, the focus of this review lies primarily on miRNAs as acute myocardial infarction (AMI) biomarkers. Only large cohort studies comprising over 100 individuals to reach a potent statistical value were considered. Certain miRNAs appeared to possibly complement protein-based biomarkers and classical risk factors. Some were even described to bear potential in the discrimination of similar symptomatic pathologies. However, differences between pre-analytical and analytical approaches substantially influenced miRNA data. Further supported by meta-analysis studies, this problem had to be addressed. A detailed critical analysis of each step to define miRNAs biomarker potential is provided to inspire a future improved universal strategy. Interestingly, a recurrent set of cardiomyocyte-enriched miRNAs was found, namely, miR-1; miR-133; miR-208a/b; and miR-499a. Each member of this myomiRs group displayed promising roles either individually or in combination as AMI diagnostic or prognostic biomarkers. Furthermore, a precise combo was shown to be powerful enough to transdifferentiate human fibroblasts into CMs opening doors in the therapeutics. Following these discoveries, they also emerged as optional tools to transfect in order to mature CMs derived from pluripotent stem cells. Ultimately, the multiple potentials carried by the myomiRs miR-1; miR-133; miR-208a/b; and miR-499a still remain to be fully unveiled.
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Affiliation(s)
- Solenne Paiva
- Sorbonne Universités, UPMC Univ Paris 06, Institut de Biologie Paris-Seine (IBPS), UMR CNRS 8256, Biological Adaptation and Aging, Paris, France
| | - Onnik Agbulut
- Sorbonne Universités, UPMC Univ Paris 06, Institut de Biologie Paris-Seine (IBPS), UMR CNRS 8256, Biological Adaptation and Aging, Paris, France
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15
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Patnaik SK, Kannisto ED, Mallick R, Vachani A, Yendamuri S. Whole blood microRNA expression may not be useful for screening non-small cell lung cancer. PLoS One 2017; 12:e0181926. [PMID: 28742859 PMCID: PMC5526508 DOI: 10.1371/journal.pone.0181926] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Accepted: 06/28/2017] [Indexed: 12/17/2022] Open
Abstract
At least seven studies have suggested that microRNA levels in whole blood can be diagnostic for lung cancer. We conducted a large bi-institutional study to validate this. Qiagen® PAXgene™ Blood miRNA System was used to collect blood and extract RNA from it for 85 pathologic stage I-IV non-small cell lung cancer (NSCLC) cases and 76 clinically-relevant controls who had a benign pulmonary mass, or a high risk of developing lung cancer because of a history of cigarette smoking or age >60 years. Cases and controls were similar for age, gender, race, and blood hemoglobin and leukocyte but not platelet levels (0.23 and 0.26 million/μl, respectively; t test P = 0.01). Exiqon® MiRCURY™ microarrays were used to quantify microRNAs in RNA isolates. Quantification was also performed using Taqman™ microRNA reverse transcription (RT)-PCR assays for five microRNAs whose lung cancer-diagnostic potential had been suggested in seven published studies. Of the 1,941 human mature microRNAs detectable with the microarray platform, 598 (31%) were identified as expressed and reliably quantified among the study's subjects. However, none of the microRNAs was differentially expressed between cases and controls (P >0.05 at false discovery rate <5% in test using empirical Bayes-moderated t statistics). In classification analyses with leave-one-out internal cross-validation, cases and controls could be identified by microRNA expression with 47% and 50% accuracy with support vector machines and top-scoring pair methods, respectively. Cases and controls did not differ for RT-PCR-based measurements of any of the five microRNAs whose biomarker potential had been suggested by seven previous studies. Additionally, no difference for microRNA expression was noticed in microarray-based microRNA profiles of whole blood of 12 stage IA-IIIB NSCLC cases before and three-four weeks after tumor resection. These findings show that whole blood microRNA expression profiles lack diagnostic value for high-risk screening of NSCLC, though such value may exist for selective sub-groups of NSCLC and control populations.
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Affiliation(s)
- Santosh K. Patnaik
- Department of Thoracic Surgery, Roswell Park Cancer Institute, Buffalo, New York, United States of America
- Department of Surgery, State University of New York, Buffalo, New York, United States of America
- * E-mail: (SY); (SP)
| | - Eric D. Kannisto
- Department of Thoracic Surgery, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Reema Mallick
- Department of Surgery, University of Minnesota, Minneapolis, United States of America
| | - Anil Vachani
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Sai Yendamuri
- Department of Thoracic Surgery, Roswell Park Cancer Institute, Buffalo, New York, United States of America
- Department of Surgery, State University of New York, Buffalo, New York, United States of America
- * E-mail: (SY); (SP)
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16
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Yang D, Wang JJ, Li JS, Xu QY. miR-103 Functions as a Tumor Suppressor by Directly Targeting Programmed Cell Death 10 in NSCLC. Oncol Res 2017; 26:519-528. [PMID: 28734041 PMCID: PMC7844823 DOI: 10.3727/096504017x15000757094686] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) accounts for about 85% of all lung cancer cases. Absence of miR-103 has recently been identified to be associated with metastatic capacity of primary lung tumors. However, the exact role of miR-103 in NSCLC and the molecular mechanism are unclear. In the present study, we showed that miR-103 expression was reduced in NSCLC tissues and cells. miR-103 expression was negatively correlated with tumor size and stage. The overall survival was longer in patients with higher miR-103 level than in those with lower miR-103 expression. miR-103 inhibited cell proliferation in A549 cells, decreased tumor weight and volume, and prolonged survival of tumor-implanted nude mice. miR-103 increased apoptotic cell death in A549 cells. Furthermore, miR-103 decreased the invasion and migration abilities in A549 cells, as evidenced by Transwell and wound healing results. Downregulation of miR-103 significantly reduced the level of programmed cell death 10 (PDCD10). We found a significant decrease in the relative luciferase activity of the reporter gene in A549 cells cotransfected with the miR-103 mimic and pGL3-PDCD10 WT 3′-UTR, but not pGL3-PDCD10 mut 3′-UTR. We showed that overexpression of PDCD10 significantly inhibited miR-103-induced inhibition of cell proliferation, increased apoptosis, and decreased invasion and migration in A549 cells. Moreover, we found that PDCD10 expression was increased in NSCLC tissues and cells. PDCD10 expression was positively correlated with tumor size and stage. Overexpression of PDCD10 increased cell proliferation and inhibited apoptosis in A549 cells. The data demonstrated that dysregulation of the miR-103/PDCD10 signal may be a novel therapeutic target for the treatment of NSCLC.
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Affiliation(s)
- Dong Yang
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P.R. China
| | - Jian-Jun Wang
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P.R. China
| | - Jin-Song Li
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P.R. China
| | - Qian-Yu Xu
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P.R. China
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17
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Alles J, Ludwig N, Rheinheimer S, Leidinger P, Grässer FA, Keller A, Meese E. MiR-148a impairs Ras/ERK signaling in B lymphocytes by targeting SOS proteins. Oncotarget 2017; 8:56417-56427. [PMID: 28915601 PMCID: PMC5593572 DOI: 10.18632/oncotarget.17662] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 04/24/2017] [Indexed: 12/12/2022] Open
Abstract
Although microRNAs have been recognized as central cellular regulators, there is an evident lack of knowledge about their targets. Here, we analyzed potential target genes for miR-148a functioning in Ras signaling in B cells, including SOS1 and SOS2. A dual-luciferase reporter assay showed significantly decreased luciferase activity upon ectopic overexpression of miR-148a in HEK-293T cells that were co-transfected with the 3′UTR of either SOS1 or SOS2. Each of the 3′UTRs of SOS1 and SOS2 contained two binding sites for miR-148a both of which were necessary for the decreased luciferase activity. MiR-148a overexpression in HEK-293T lead to significantly reduced levels of both endogenous SOS1 and SOS2 proteins. Likewise, reduced levels of SOS proteins were found in two B cell lines that were transfected with miR-148a. The level of ERK1/2 phosphorylation as one of the most relevant downstream members of the Ras/ERK signaling pathway was also reduced in cells with miR-148a overexpression. The data show that miR-148a impairs the Ras/ERK signaling pathway via SOS1 and SOS2 proteins in B cells.
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Affiliation(s)
- Julia Alles
- Institute of Human Genetics, Saarland University, 66421 Homburg, Germany
| | - Nicole Ludwig
- Institute of Human Genetics, Saarland University, 66421 Homburg, Germany
| | | | - Petra Leidinger
- Institute of Human Genetics, Saarland University, 66421 Homburg, Germany
| | | | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Eckart Meese
- Institute of Human Genetics, Saarland University, 66421 Homburg, Germany
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18
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Li H, Yang T, Ning Q, Shang D, Yao Y, Sun Z. WITHDRAWN: MicroRNA-505 modulates cancer proliferation and migration in human non-small cell lung cancer through inverse regulation of FZD4. Lung Cancer 2017:S0169-5002(17)30270-2. [PMID: 28438350 DOI: 10.1016/j.lungcan.2017.03.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 03/15/2017] [Accepted: 03/27/2017] [Indexed: 10/19/2022]
Abstract
This article has been withdrawn at the request of the Editor-in-Chief. Following peer-review and acceptance of the above referenced paper for publication in Lung Cancer, the Editor-in-Chief was contacted by the Editor-in-Chief of the journal, Gene Therapy, with information that the manuscript had simultaneously been submitted to both Lung Cancer and Gene Therapy. A referee selected to review the manuscript for Gene Therapy was also contacted by the Editor-in-Chief of the journal, Respiratory Research, with a request to review the same manuscript for that journal. The three journals ascertained that the manuscript had been simultaneously submitted to all three journals. In addition, as part of their investigation of potential simultaneous submission, the Editors of Lung Cancer compared the manuscript submitted to Gene Therapy with that accepted for publication in Lung Cancer, and this has raised concerns related to the data presented in the paper. The paper accepted for publication in Lung Cancer examines A549 and H810 cells. The paper submitted to Gene Therapy examines A549 and H510A cells. However, the data presented in both papers, including the figures, are identical. The Editors of Lung Cancer have asked the authors for an explanation, but the corresponding author has not responded. The Publisher apologizes for any inconvenience this may cause. The full Elsevier Policy on Article Withdrawal can be found at https://www.elsevier.com/about/our-business/policies/article-withdrawal.
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Affiliation(s)
- Hong Li
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Tian Yang
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Qian Ning
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Dong Shang
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Yan Yao
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Zhongmin Sun
- Department of Respiratory, Critical Care Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
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19
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Hashemi ZS, Khalili S, Forouzandeh Moghadam M, Sadroddiny E. Lung cancer and miRNAs: a possible remedy for anti-metastatic, therapeutic and diagnostic applications. Expert Rev Respir Med 2017; 11:147-157. [DOI: 10.1080/17476348.2017.1279403] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Zahra Sadat Hashemi
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Science, Tehran, Iran
| | - Saeed Khalili
- Department of Clinical Laboratory Sciences, Dezful University of Medical Sciences, Dezful, Iran
- Department of Medical Biotechnology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Mehdi Forouzandeh Moghadam
- Department of Medical Biotechnology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Esmaeil Sadroddiny
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Science, Tehran, Iran
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20
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Fehlmann T, Reinheimer S, Geng C, Su X, Drmanac S, Alexeev A, Zhang C, Backes C, Ludwig N, Hart M, An D, Zhu Z, Xu C, Chen A, Ni M, Liu J, Li Y, Poulter M, Li Y, Stähler C, Drmanac R, Xu X, Meese E, Keller A. cPAS-based sequencing on the BGISEQ-500 to explore small non-coding RNAs. Clin Epigenetics 2016; 8:123. [PMID: 27895807 PMCID: PMC5117531 DOI: 10.1186/s13148-016-0287-1] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 11/04/2016] [Indexed: 11/24/2022] Open
Abstract
Background We present the first sequencing data using the combinatorial probe-anchor synthesis (cPAS)-based BGISEQ-500 sequencer. Applying cPAS, we investigated the repertoire of human small non-coding RNAs and compared it to other techniques. Results Starting with repeated measurements of different specimens including solid tissues (brain and heart) and blood, we generated a median of 30.1 million reads per sample. 24.1 million mapped to the human genome and 23.3 million to the miRBase. Among six technical replicates of brain samples, we observed a median correlation of 0.98. Comparing BGISEQ-500 to HiSeq, we calculated a correlation of 0.75. The comparability to microarrays was similar for both BGISEQ-500 and HiSeq with the first one showing a correlation of 0.58 and the latter one correlation of 0.6. As for a potential bias in the detected expression distribution in blood cells, 98.6% of HiSeq reads versus 93.1% of BGISEQ-500 reads match to the 10 miRNAs with highest read count. After using miRDeep2 and employing stringent selection criteria for predicting new miRNAs, we detected 74 high-likely candidates in the cPAS sequencing reads prevalent in solid tissues and 36 candidates prevalent in blood. Conclusions While there is apparently no ideal platform for all challenges of miRNome analyses, cPAS shows high technical reproducibility and supplements the hitherto available platforms. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0287-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tobias Fehlmann
- Clinical Bioinformatics, Saarland University, 66125 Saarbrücken, Germany
| | | | | | | | - Snezana Drmanac
- BGI-Shenzhen, Shenzhen, China ; Complete Genomics (a BGI company), Mountain View, CA USA
| | - Andrei Alexeev
- BGI-Shenzhen, Shenzhen, China ; Complete Genomics (a BGI company), Mountain View, CA USA
| | | | - Christina Backes
- Clinical Bioinformatics, Saarland University, 66125 Saarbrücken, Germany
| | - Nicole Ludwig
- Department of Human Genetics, Saarland University, Saarbrücken, Germany
| | - Martin Hart
- Department of Human Genetics, Saarland University, Saarbrücken, Germany
| | - Dan An
- BGI-Shenzhen, Shenzhen, China
| | | | - Chongjun Xu
- BGI-Shenzhen, Shenzhen, China ; Complete Genomics (a BGI company), Mountain View, CA USA
| | - Ao Chen
- BGI-Shenzhen, Shenzhen, China
| | - Ming Ni
- BGI-Shenzhen, Shenzhen, China
| | | | | | | | | | - Cord Stähler
- Clinical Bioinformatics, Saarland University, 66125 Saarbrücken, Germany
| | - Radoje Drmanac
- BGI-Shenzhen, Shenzhen, China ; Complete Genomics (a BGI company), Mountain View, CA USA
| | - Xun Xu
- BGI-Shenzhen, Shenzhen, China
| | - Eckart Meese
- Department of Human Genetics, Saarland University, Saarbrücken, Germany
| | - Andreas Keller
- Clinical Bioinformatics, Saarland University, 66125 Saarbrücken, Germany
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21
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Allam M, Spillings BL, Abdalla H, Mapiye D, Koekemoer LL, Christoffels A. Identification and characterization of microRNAs expressed in the African malaria vector Anopheles funestus life stages using high throughput sequencing. Malar J 2016; 15:542. [PMID: 27825380 PMCID: PMC5101901 DOI: 10.1186/s12936-016-1591-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 10/28/2016] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Over the past several years, thousands of microRNAs (miRNAs) have been identified in the genomes of various insects through cloning and sequencing or even by computational prediction. However, the number of miRNAs identified in anopheline species is low and little is known about their role. The mosquito Anopheles funestus is one of the dominant malaria vectors in Africa, which infects and kills millions of people every year. Therefore, small RNA molecules isolated from the four life stages (eggs, larvae, pupae and unfed adult females) of An. funestus were sequenced using next generation sequencing technology. RESULTS High throughput sequencing of four replicates in combination with computational analysis identified 107 mature miRNA sequences expressed in the An. funestus mosquito. These include 20 novel miRNAs without sequence identity in any organism and eight miRNAs not previously reported in the Anopheles genus but are known in non-anopheles mosquitoes. Finally, the changes in the expression of miRNAs during the mosquito development were determined and the analysis showed that many miRNAs have stage-specific expression, and are co-transcribed and co-regulated during development. CONCLUSIONS This study presents the first direct experimental evidence of miRNAs in An. funestus and the first profiling study of miRNA associated with the maturation in this mosquito. Overall, the results indicate that miRNAs play important roles during the growth and development. Silencing such molecules in a specific life stage could decrease the vector population and therefore interrupt malaria transmission.
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Affiliation(s)
- Mushal Allam
- SA Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Robert Sobukwe Road, Cape Town, 7535 South Africa
- Sequencing Core Facility, National Institute for Communicable Diseases, National Health Laboratory Service, 1 Modderfontein Road, Johannesburg, 2131 South Africa
| | - Belinda L. Spillings
- Vector Control Reference Laboratory, Centre for Opportunistic, Tropical and Hospital Infections, National Institute for Communicable Diseases, National Health Laboratory Service, 1 Modderfontein Road, Johannesburg, 2131 South Africa
| | - Hiba Abdalla
- Vector Control Reference Laboratory, Centre for Opportunistic, Tropical and Hospital Infections, National Institute for Communicable Diseases, National Health Laboratory Service, 1 Modderfontein Road, Johannesburg, 2131 South Africa
- Faculty of Health Sciences, Wits Research Institute for Malaria, University of the Witwatersrand, 1 Jan Smuts Ave, Johannesburg, 2000 South Africa
- Vector Biology & Control Unit, Blue Nile National Institute for Communicable Disease, Wad Medani, Sudan
| | - Darlington Mapiye
- SA Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Robert Sobukwe Road, Cape Town, 7535 South Africa
| | - Lizette L. Koekemoer
- Vector Control Reference Laboratory, Centre for Opportunistic, Tropical and Hospital Infections, National Institute for Communicable Diseases, National Health Laboratory Service, 1 Modderfontein Road, Johannesburg, 2131 South Africa
- Faculty of Health Sciences, Wits Research Institute for Malaria, University of the Witwatersrand, 1 Jan Smuts Ave, Johannesburg, 2000 South Africa
| | - Alan Christoffels
- SA Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Robert Sobukwe Road, Cape Town, 7535 South Africa
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22
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Genome-wide profiling of transfer RNAs and their role as novel prognostic markers for breast cancer. Sci Rep 2016; 6:32843. [PMID: 27604545 PMCID: PMC5015097 DOI: 10.1038/srep32843] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 08/11/2016] [Indexed: 11/25/2022] Open
Abstract
Transfer RNAs (tRNAs, key molecules in protein synthesis) have not been investigated as potential prognostic markers in breast cancer (BC), despite early findings of their dysregulation and diagnostic potential. We aim to comprehensively profile tRNAs from breast tissues and to evaluate their role as prognostic markers (Overall Survival, OS and Recurrence Free Survival, RFS). tRNAs were profiled from 11 normal breast and 104 breast tumor tissues using next generation sequencing. We adopted a Case-control (CC) and Case-Only (CO) association study designs. Risk scores constructed from tRNAs were subjected to univariate and multivariate Cox-proportional hazards regression to investigate their prognostic value. Of the 571 tRNAs profiled, 76 were differentially expressed (DE) and three were significant for OS in the CC approach. We identified an additional 11 tRNAs associated with OS and 14 tRNAs as significant for RFS in the CO approach, indicating that CC alone may not capture all discriminatory tRNAs in prognoses. In both the approaches, the risk scores were significant in the multivariate analysis as independent prognostic factors, and patients belonging to high-risk group were associated with poor prognosis. Our results confirmed global up-regulation of tRNAs in BC and identified tRNAs as potential novel prognostic markers for BC.
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23
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Pu Q, Huang Y, Lu Y, Peng Y, Zhang J, Feng G, Wang C, Liu L, Dai Y. Tissue-specific and plasma microRNA profiles could be promising biomarkers of histological classification and TNM stage in non-small cell lung cancer. Thorac Cancer 2016; 7:348-54. [PMID: 27148421 PMCID: PMC4846624 DOI: 10.1111/1759-7714.12317] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 09/10/2015] [Indexed: 02/05/2023] Open
Abstract
In a previous study, we determined that plasma miRNAs are potential biomarkers for cigarette smoking-related lung fibrosis. Herein, we determine whether tissue-specific and plasma miRNA profiles could be promising biomarkers for histological classification and TNM stage in non-small cell lung cancer (NSCLC). Plasma miRNA profiling preoperatively and seven days postoperatively, and cancer and normal tissue miRNA profiling were performed in NSCLC patients and matched healthy controls. There was a > twofold change for all signature miRNAs between the NSCLC patients and controls, with P values of < 0.05. We found that tissue-specific and plasma miR-211-3p, miR-3679-3p, and miR-4787-5p were promising biomarkers of different staging lung squamous cell carcinoma, and miR-3613-3p, miR-3675-3p, and miR-5571-5p were promising biomarkers of different staging lung adenocarcinoma. These results suggest that tissue-specific and plasma miRNAs could be potential biomarkers of histological classification and TNM stage in NSCLC.
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Affiliation(s)
- Qiang Pu
- Department of Thoracic Surgery, West China Hospital Sichuan University Chengdu China; Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China
| | - Yuchuan Huang
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Harmful Components and Tar Reduction in Cigarette Sichuan Key Laboratory Chengdu China
| | - Yanrong Lu
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Key Laboratory of Transplant Engineering and Immunology, Ministry of Health Regenerative Medicine Research Center, West China Hospital Sichuan University Chengdu China
| | - Yong Peng
- Department of Thoracic Surgery, West China Hospital Sichuan University Chengdu China; State Key Laboratory of Biotherapy West China Hospital Sichuan University Chengdu China; Collaborative Innovation Center of Biotherapy West China Hospital Sichuan University Chengdu China
| | - Jie Zhang
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Key Laboratory of Transplant Engineering and Immunology, Ministry of Health Regenerative Medicine Research Center, West China Hospital Sichuan University Chengdu China
| | - Guanglin Feng
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Harmful Components and Tar Reduction in Cigarette Sichuan Key Laboratory Chengdu China
| | - Changguo Wang
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Harmful Components and Tar Reduction in Cigarette Sichuan Key Laboratory Chengdu China
| | - Lunxu Liu
- Department of Thoracic Surgery, West China Hospital Sichuan University Chengdu China; Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China
| | - Ya Dai
- Toxicology Joint Laboratory between China Tobacco of Chuanyu Industrial Corporation and West China Hospital of Sichuan University Chengdu China; Harmful Components and Tar Reduction in Cigarette Sichuan Key Laboratory Chengdu China
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Abstract
MicroRNAs (miRNAs) are small, highly conserved noncoding RNA molecules involved in the regulation of gene expression. Since each miRNA regulates the expression of hundreds of target mRNAs, miRNAs could function as master coordinators, efficiently regulating fundamental cellular processes, including proliferation, apoptosis, and development. Furthermore, miRNAs may provide useful diagnostic and therapeutic targets in a variety of diseases. However, miRNA expression profiling is essential for the investigation of the biological functions and clinical applications of miRNAs. Therefore, in this chapter, we review and discuss commonly used techniques for miRNAs profiling, as well as their advantages and restrictions.
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Affiliation(s)
- Lu Gao
- Department of Pathology, University of Maryland School of Medicine, 10 South Pine Street, MSTF 7th Floor, Baltimore, MD, 21201-1192, USA
| | - Feng Jiang
- Department of Pathology, University of Maryland School of Medicine, 10 South Pine Street, MSTF 7th Floor, Baltimore, MD, 21201-1192, USA.
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Sparse Modeling Reveals miRNA Signatures for Diagnostics of Inflammatory Bowel Disease. PLoS One 2015; 10:e0140155. [PMID: 26466382 PMCID: PMC4605644 DOI: 10.1371/journal.pone.0140155] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Accepted: 09/22/2015] [Indexed: 12/13/2022] Open
Abstract
The diagnosis of inflammatory bowel disease (IBD) still remains a clinical challenge and the most accurate diagnostic procedure is a combination of clinical tests including invasive endoscopy. In this study we evaluated whether systematic miRNA expression profiling, in conjunction with machine learning techniques, is suitable as a non-invasive test for the major IBD phenotypes (Crohn's disease (CD) and ulcerative colitis (UC)). Based on microarray technology, expression levels of 863 miRNAs were determined for whole blood samples from 40 CD and 36 UC patients and compared to data from 38 healthy controls (HC). To further discriminate between disease-specific and general inflammation we included miRNA expression data from other inflammatory diseases (inflammation controls (IC): 24 chronic obstructive pulmonary disease (COPD), 23 multiple sclerosis, 38 pancreatitis and 45 sarcoidosis cases) as well as 70 healthy controls from previous studies. Classification problems considering 2, 3 or 4 groups were solved using different types of penalized support vector machines (SVMs). The resulting models were assessed regarding sparsity and performance and a subset was selected for further investigation. Measured by the area under the ROC curve (AUC) the corresponding median holdout-validated accuracy was estimated as ranging from 0.75 to 1.00 (including IC) and 0.89 to 0.98 (excluding IC), respectively. In combination, the corresponding models provide tools for the distinction of CD and UC as well as CD, UC and HC with expected classification error rates of 3.1 and 3.3%, respectively. These results were obtained by incorporating not more than 16 distinct miRNAs. Validated target genes of these miRNAs have been previously described as being related to IBD. For others we observed significant enrichment for IBD susceptibility loci identified in earlier GWAS. These results suggest that the proposed miRNA signature is of relevance for the etiology of IBD. Its diagnostic value, however, should be further evaluated in large, independent, clinically well characterized cohorts.
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Usó M, Jantus-Lewintre E, Sirera R, Bremnes RM, Camps C. miRNA detection methods and clinical implications in lung cancer. Future Oncol 2015; 10:2279-92. [PMID: 25471039 DOI: 10.2217/fon.14.93] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Lung cancer is the leading cause of cancer death worldwide. Therefore, advances in the diagnosis and treatment of the disease are urgently needed. miRNAs are a family of small, noncoding RNAs that regulate gene expression at the transcriptional level. miRNAs have been reported to be deregulated and to play a critical role in different types of cancer, including lung cancer. Thus, miRNA profiling in lung cancer patients has become the core of several investigations. To this end, the development of a multitude of platforms for miRNA profiling analysis has been essential. This article focuses on the different technologies available for assessing miRNAs and the most important results obtained to date in lung cancer.
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Affiliation(s)
- Marta Usó
- Molecular Oncology Laboratory, Fundación para la Investigación del Hospital General Universitario de Valencia, Av. Tres Cruces s/n, 46014 Valencia, Spain
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Leidinger P, Backes C, Dahmke IN, Galata V, Huwer H, Stehle I, Bals R, Keller A, Meese E. What makes a blood cell based miRNA expression pattern disease specific?--a miRNome analysis of blood cell subsets in lung cancer patients and healthy controls. Oncotarget 2015; 5:9484-97. [PMID: 25344866 PMCID: PMC4253448 DOI: 10.18632/oncotarget.2419] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
There is evidence of blood-borne miRNA signatures for various human diseases. To dissect the origin of disease-specific miRNA expression in human blood, we separately analyzed the miRNome of different immune cell subtypes, each in lung cancer patients and healthy individuals. Each immune cell type revealed a specific miRNA expression pattern also dependinging on the cell origin, line of defense, and function. The overall expression pattern of each leukocyte subtype showed great similarities between patients and controls. However, for each cell subtype we identified miRNAs that were deregulated in lung cancer patients including hsa-miR-21, a well-known oncomiR associated with poor lung cancer prognosis that was up-regulated in all leukocyte subtype comparisons of cancer versus controls. While the miRNome of cells of the adaptive immune system allowed only a weak separation between patients and controls, cells of the innate immune system allowed perfect or nearly perfect classification. Leukocytes of lung cancer patients show a cancer-specific miRNA expression profile. Our data also show that cancer specific miRNA expression pattern of whole blood samples are not determined by a single cell type. The data indicate that additional blood components, like erythrocytes, platelets, or exosomes might contribute to the disease specificity of a miRNA signature.
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Affiliation(s)
- Petra Leidinger
- Institute of Human Genetics, Medical School, Saarland University, Building 60, 66421 Homburg/Saar, Germany
| | - Christina Backes
- Department of Clinical Bioinformatics, Saarland University, Building E2.1, 66123 Saarbrücken, Germany
| | - Indra N Dahmke
- Institute for Clinical and Experimental Surgery, Saarland University, Building 65, 66421 Homburg/Saar, Germany
| | - Valentina Galata
- Department of Clinical Bioinformatics, Saarland University, Building E2.1, 66123 Saarbrücken, Germany
| | - Hanno Huwer
- Department of Thoracic Surgery, Voelklingen Heart Center, 66333 Voelklingen Germany
| | - Ingo Stehle
- Department of Pneumology, Medical School, Saarland University, Building 91, 66421 Homburg/Saar, Germany
| | - Robert Bals
- Department of Pneumology, Medical School, Saarland University, Building 91, 66421 Homburg/Saar, Germany
| | - Andreas Keller
- Department of Clinical Bioinformatics, Saarland University, Building E2.1, 66123 Saarbrücken, Germany
| | - Eckart Meese
- Institute of Human Genetics, Medical School, Saarland University, Building 60, 66421 Homburg/Saar, Germany
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28
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Wang J, Li Z, Ge Q, Wu W, Zhu Q, Luo J, Chen L. Characterization of microRNA transcriptome in tumor, adjacent, and normal tissues of lung squamous cell carcinoma. J Thorac Cardiovasc Surg 2015; 149:1404-14.e4. [PMID: 25813410 DOI: 10.1016/j.jtcvs.2015.02.012] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 02/03/2015] [Accepted: 02/07/2015] [Indexed: 01/28/2023]
Abstract
OBJECTIVES MicroRNAs are a class of regulatory molecules involved in a wide variety of biological processes, including growth, development, and apoptosis. Given the widespread roles of microRNAs in biological processes, understanding their different expression profiles in normal, adjacent, and tumor tissues will provide insights into the consequences of aberrant expression. METHODS With the use of next-generation deep sequencing technology, microRNA profiles in 3 pooled samples from normal, adjacent, and tumor tissues of 19 patients with lung squamous cell carcinoma were characterized comprehensively. Quantitative polymerase chain reaction was used to verify the primary findings in another 38 lung squamous cell carcinoma tumor samples. In situ hybridization also was performed for validation. RESULTS A total of 368, 306, and 231 known microRNAs were identified from tumor, adjacent, and normal pooled samples, respectively, of which 40, 44, and 26 microRNAs displayed dysregulation with 2-fold or greater change in 3 compared groups of tumor versus normal, tumor versus adjacent, and adjacent versus normal, respectively. Sequencing data also showed that some coexpressed microRNAs displayed a pattern of progressive dysregulation. Some of the microRNAs exhibited consistent changes; among them, miR-425-5p and miR-218-5p were confirmed by quantitative polymerase chain reaction and in situ hybridization, and proved that the microRNA expression levels were closely related to tumor stages and sizes. It is suggested that some microRNAs, such as miR-425 and miR-183, might be a driver for tumor formation, growth, and progression to higher staging, whereas others, such as miR-218, might behave as a tumor suppressor in lung cancer. Functional annotation analysis indicated that the proteoglycan pathway in cancer and mitogen-activated protein kinase, Wnt, PI3K-Akt, and transforming growth factor-beta signaling pathways might be involved in the pathogenesis of lung squamous cell carcinoma. CONCLUSIONS This study describes the use of deep sequencing for comprehensive profiling of microRNAs in lung squamous cell carcinoma. The identified microRNA signatures may provide biomarkers for early detection, subclassification, and potential therapeutic targets of lung squamous cell carcinoma. This study also provides some insights into the molecular mechanism underlying the development and progression of lung squamous cell carcinoma, which may prove helpful for early diagnosis and treatment of the disease.
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Affiliation(s)
- Jun Wang
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Zhi Li
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Qinyu Ge
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing, People's Republic of China
| | - Weibing Wu
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Quan Zhu
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Jinhua Luo
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Liang Chen
- Department of Thoracic and Cardiovascular Surgery, Jiangsu Province People's Hospital and the First Affiliated Hospital of Nanjing Medical University, Nanjing, People's Republic of China.
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29
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Abstract
Lung cancer is the leading cause of cancer mortality worldwide. microRNAs (miRNAs) have been established as players with a relevant role in lung cancer development, epithelial-mesenchymal transition and response to therapy. Additionally, in the last decade, miRNAs, measured in resected tumor samples or in fine-needle aspirate samples have emerged as compelling biomarkers for tumor diagnosis, prognosis, and prediction of response to treatment, due to the ease of their detection and in their extreme specificity. Moreover, miRNAs present in sputum, in plasma, in serum or in whole-blood have increasingly been explored in the last 5 years as less invasive biomarkers for the early detection of cancers.
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30
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Vescovo VD, Grasso M, Barbareschi M, Denti MA. MicroRNAs as lung cancer biomarkers. World J Clin Oncol 2014; 5:604-620. [PMID: 25302165 PMCID: PMC4129526 DOI: 10.5306/wjco.v5.i4.604] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Revised: 02/28/2014] [Accepted: 05/08/2014] [Indexed: 02/06/2023] Open
Abstract
Lung cancer is the leading cause of cancer mortality worldwide. Its high mortality is due to the poor prognosis of the disease caused by a late disease presentation, tumor heterogeneities within histological subtypes, and the relatively limited understanding of tumor biology. Importantly, lung cancer histological subgroups respond differently to some chemotherapeutic substances and side effects of some therapies appear to vary between subgroups. Biomarkers able to stratify for the subtype of lung cancer, prognosticate the course of disease, or predict the response to treatment are in high demand. In the last decade, microRNAs (miRNAs), measured in resected tumor samples or in fine needle aspirate samples have emerged as biomarkers for tumor diagnosis, prognosis and prediction of response to treatment, due to the ease of their detection and in their extreme specificity. Moreover, miRNAs present in sputum, in plasma, in serum or in whole blood have increasingly been explored in the last five years as less invasive biomarkers for the early detection of cancers. In this review we cover the increasing amounts of data that have accumulated in the last ten years on the use of miRNAs as lung cancer biomarkers.
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31
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Wright CM, Yang IA, Bowman RV, Fong KM. The potential of genome-wide analyses to improve non-small-cell lung cancer care. Lung Cancer Manag 2014. [DOI: 10.2217/lmt.14.31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
SUMMARY Genomic technologies have revolutionized the way we study and understand cancer. The advent of next-generation sequencing technology in particular is now starting to change the clinical management of non-small-cell lung cancer. These technologies have helped us to refine prognostication and identify new driver mutations that can allow subselection of patients for therapeutic intervention. However, several limitations and challenges must be overcome before these technologies are widely accepted in diagnostic laboratories. It will be important for clinicians and diagnostic laboratories to consider sample type, analytical platform, cost, data security and ethics, and the bioinformatics challenges associated with 'big data', before widespread integration to the clinic. If these challenges can be overcome, then genomics has the potential to change clinical management of lung cancer.
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Affiliation(s)
- Casey M Wright
- Asbestos Diseases Research Institute, Sydney, NSW, Australia
| | - Ian A Yang
- Department of Thoracic Medicine, The Prince Charles Hospital, 627 Rode Road, Chermside, QLD 4032, Australia
- University of Queensland Thoracic Research Centre, School of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Rayleen V Bowman
- Department of Thoracic Medicine, The Prince Charles Hospital, 627 Rode Road, Chermside, QLD 4032, Australia
- University of Queensland Thoracic Research Centre, School of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Kwun M Fong
- Department of Thoracic Medicine, The Prince Charles Hospital, 627 Rode Road, Chermside, QLD 4032, Australia
- University of Queensland Thoracic Research Centre, School of Medicine, The University of Queensland, Brisbane, QLD, Australia
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Leidinger P, Backes C, Blatt M, Keller A, Huwer H, Lepper P, Bals R, Meese E. The blood-borne miRNA signature of lung cancer patients is independent of histology but influenced by metastases. Mol Cancer 2014; 13:202. [PMID: 25175044 PMCID: PMC4156643 DOI: 10.1186/1476-4598-13-202] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 08/20/2014] [Indexed: 12/17/2022] Open
Abstract
Objectives In our previous studies we reported a panel of 24 miRNAs that allowed discrimination between blood of lung tumor patients independent of the histological subtype and blood of healthy controls with an accuracy of 95.4% [94.9%-95.9%]. Here, we now separately analyzed the miRNA expression in blood of non-small cell lung cancer (NSCLC), including squamous cell lung cancer and adenocarcinoma, and small cell lung cancer (SCLC) patients. Patients and methods In total, we examined the expression levels of 1,205 miRNAs in blood samples from 20 patients from each of the three histological groups and determined differentially expressed miRNAs between histological subtypes and metastatic and non-metastatic lung cancer. We further determined the overlap of miRNAs expressed in each subgroup with the 24-miRNA signature of lung tumor patients. Results Based on a raw p-value < 0.05, only 18 blood-borne miRNAs were differentially expressed between patients with adenocarcinoma and with squamous cell lung carcinoma, 11 miRNAs between adenocarcinoma and SCLC, and 2 between squamous cell lung carcinoma and SCLC. Likewise, the comparison based on a fold change of 1.5 did not reveal major differences of the blood-borne miRNA expression pattern between NSCLC and SCLC. In addition, we found a large overlap between the blood-borne miRNAs detected in the three histological subgroups and the previously described 24-miRNA signature that separates lung cancer patients form controls. We identified several miRNAs that allowed differentiating between metastatic and non-metastatic tumors both in blood of patients with adenocarcinoma and in blood of patients with SCLC. Conclusion There is a common miRNA expression pattern in blood of lung cancer patients that does not allow a reliable further subtyping into NSCLC or SCLC, or into adenocarcinoma and squamous cell lung cancer. The previously described 24-miRNA signature for lung cancer appears not primarily dependent on histological subtypes. However, metastatic adenocarcinoma and SCLC can be predicted with 75% accuracy. Electronic supplementary material The online version of this article (doi:10.1186/1476-4598-13-202) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Petra Leidinger
- Department of Human Genetics, Medical School, Saarland University, Building 60, Homburg/Saar 66421, Germany.
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Nair VS, Pritchard CC, Tewari M, Ioannidis JPA. Design and Analysis for Studying microRNAs in Human Disease: A Primer on -Omic Technologies. Am J Epidemiol 2014; 180:140-52. [PMID: 24966218 PMCID: PMC4082346 DOI: 10.1093/aje/kwu135] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2014] [Accepted: 04/30/2014] [Indexed: 12/18/2022] Open
Abstract
microRNAs (miRNAs) are fundamental to cellular biology. Although only approximately 22 bases long, miRNAs regulate complex processes in health and disease, including human cancer. Because miRNAs are highly stable in circulation when compared with several other classes of nucleic acids, they have generated intense interest as clinical biomarkers in diverse epidemiologic studies. As with other molecular biomarker fields, however, miRNA research has become beleaguered by pitfalls related to terminology and classification; procedural, assay, and study cohort heterogeneity; and methodological inconsistencies. Together, these issues have led to both false-positive and potentially false-negative miRNA associations. In this review, we summarize the biological rationale for studying miRNAs in human disease with a specific focus on circulating miRNAs, which highlight some of the most challenging topics in the field to date. Examples from lung cancer are used to illustrate the potential utility and some of the pitfalls in contemporary miRNA research. Although the field is in its infancy, several important lessons have been learned relating to cohort development, sample preparation, and statistical analysis that should be considered for future studies. The goal of this primer is to equip epidemiologists and clinical researchers with sound principles of study design and analysis when using miRNAs.
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Affiliation(s)
| | | | | | - John P. A. Ioannidis
- Correspondence to Dr. John P. A. Ioannidis, Stanford University School of Medicine, Stanford Prevention Research Center, 1265 Welch Road, MSOB X306, Stanford, CA 94305 ()
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Ma J, Mannoor K, Gao L, Tan A, Guarnera MA, Zhan M, Shetty A, Stass SA, Xing L, Jiang F. Characterization of microRNA transcriptome in lung cancer by next-generation deep sequencing. Mol Oncol 2014; 8:1208-19. [PMID: 24785186 DOI: 10.1016/j.molonc.2014.03.019] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Revised: 03/09/2014] [Accepted: 03/24/2014] [Indexed: 01/15/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) is the leading cause of cancer death. Systematically characterizing miRNAs in NSCLC will help develop biomarkers for its diagnosis and subclassification, and identify therapeutic targets for the treatment. We used next-generation deep sequencing to comprehensively characterize miRNA profiles in eight lung tumor tissues consisting of two major types of NSCLC, squamous cell carcinoma (SCC) and adenocarcinoma (AC). We used quantitative PCR (qPCR) to verify the findings in 40 pairs of stage I NSCLC tissues and the paired normal tissues, and 60 NSCLC tissues of different types and stages. We also investigated the function of identified miRNAs in lung tumorigenesis. Deep sequencing identified 896 known miRNAs and 14 novel miRNAs, of which, 24 miRNAs displayed dysregulation with fold change ≥4.5 in either stage I ACs or SCCs or both relative to normal tissues. qPCR validation showed that 14 of 24 miRNAs exhibited consistent changes with deep sequencing data. Seven miRNAs displayed distinctive expressions between SCC and AC, from which, a panel of four miRNAs (miRs-944, 205-3p, 135a-5p, and 577) was identified that cold differentiate SCC from AC with 93.3% sensitivity and 86.7% specificity. Manipulation of miR-944 expression in NSCLC cells affected cell growth, proliferation, and invasion by targeting a tumor suppressor, SOCS4. Evaluating miR-944 in 52 formalin-fixed paraffin-embedded SCC tissues revealed that miR-944 expression was associated with lymph node metastasis. This study presents the earliest use of deep sequencing for profiling miRNAs in lung tumor specimens. The identified miRNA signatures may provide biomarkers for early detection, subclassification, and predicting metastasis, and potential therapeutic targets of NSCLC.
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Affiliation(s)
- Jie Ma
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Kaiissar Mannoor
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Lu Gao
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Afang Tan
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Maria A Guarnera
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Min Zhan
- Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Amol Shetty
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sanford A Stass
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Lingxiao Xing
- Department of Pathology, Hebei Medical University, Shijiazhuang, China
| | - Feng Jiang
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA.
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Identification and validation of miRNAs associated with the resistance of maize (Zea mays L.) to Exserohilum turcicum. PLoS One 2014; 9:e87251. [PMID: 24489881 PMCID: PMC3906166 DOI: 10.1371/journal.pone.0087251] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Accepted: 12/20/2013] [Indexed: 11/19/2022] Open
Abstract
Northern leaf blight, caused by the fungus Exserohilum turcicum (Pass.), is a major disease of maize (Zea mays L.). MicroRNAs (miRNAs) have been recently reported as gene expression regulators related to several stress responses; however, evidence of the role of miRNAs in plant response to biotic stresses is limited. In this study, the miRNA expression patterns in maize in response to E. turcicum stress were investigated using a plant miRNA microarray platform. A total of 118 miRNAs were detected in mock- and E. turcicum-inoculated leaves. Among these miRNAs, miR530, miR811, miR829, and miR845 were identified as new miRNAs in maize through a homology-based approach. The secondary structures and putative targets of these miRNAs were also predicted. In addition, four miRNAs were differentially regulated in response to E. turcicum: miR811, miR829, miR845, and miR408. The functional annotation of the predicted targets indicated that these stress-responsive miRNAs regulate metabolic, morphologic, and physiologic adaptations in maize seedlings at the post-transcriptional level. Four targets were negatively correlated with their corresponding miRNAs (miR811, miR829, and miR408). Furthermore, we have demonstrated for the first time that miR811 and miR829 confers a high degree of resistance to E. turcicum, which can be used in maize breeding programs.
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36
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Wu K, Huang RS, House L, Cho WC, 南 娟. [Next-generation sequencing for lung cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2014; 17:C1-C12. [PMID: 24398316 PMCID: PMC6128952 DOI: 10.3779/j.issn.1009-3419.2014.01.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
肺癌在生物学上具有侵袭性,并且是癌症相关死亡的主要原因。根据临床特征、预后、对治疗的反应和耐受性,每一例肺癌患者的进展均是独特的。传统上基于毛细管的单基因测序的第一代技术(如Sanger测序法)已被允许大量平行测序且成本更低、通量更高的下一代测序技术(next-generation sequencing, NGS)所替代。与传统方法相比,NGS技术取得显著进步。我们希望这些方法可全面地解释癌症全球图谱,并提供更多信息以满足个体化用药的需求。本综述包括对不同NGS技术的简要说明,NGS在肺癌研究进展中的应用和重要发现的总结,包括对已知靶基因(EGFR 、ALK 和KRAS )的进一步探索、其它肺癌突变的鉴定和癌症基因组研究的全局协调。
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Affiliation(s)
- Kehua Wu
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | | | - Larry House
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - William Chi Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong
| | - 娟 南
- 天津医科大学总医院,天津市肺癌研究所,天津市肺癌转移与肿瘤微环境重点实验室
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Deep sequencing identification of novel glucocorticoid-responsive miRNAs in apoptotic primary lymphocytes. PLoS One 2013; 8:e78316. [PMID: 24250753 PMCID: PMC3824063 DOI: 10.1371/journal.pone.0078316] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Accepted: 09/11/2013] [Indexed: 01/01/2023] Open
Abstract
Apoptosis of lymphocytes governs the response of the immune system to environmental stress and toxic insult. Signaling through the ubiquitously expressed glucocorticoid receptor, stress-induced glucocorticoid hormones induce apoptosis via mechanisms requiring altered gene expression. Several reports have detailed the changes in gene expression mediating glucocorticoid-induced apoptosis of lymphocytes. However, few studies have examined the role of non-coding miRNAs in this essential physiological process. Previously, using hybridization-based gene expression analysis and deep sequencing of small RNAs, we described the prevalent post-transcriptional repression of annotated miRNAs during glucocorticoid-induced apoptosis of lymphocytes. Here, we describe the development of a customized bioinformatics pipeline that facilitates the deep sequencing-mediated discovery of novel glucocorticoid-responsive miRNAs in apoptotic primary lymphocytes. This analysis identifies the potential presence of over 200 novel glucocorticoid-responsive miRNAs. We have validated the expression of two novel glucocorticoid-responsive miRNAs using small RNA-specific qPCR. Furthermore, through the use of Ingenuity Pathways Analysis (IPA) we determined that the putative targets of these novel validated miRNAs are predicted to regulate cell death processes. These findings identify two and predict the presence of additional novel glucocorticoid-responsive miRNAs in the rat transcriptome, suggesting a potential role for both annotated and novel miRNAs in glucocorticoid-induced apoptosis of lymphocytes.
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Abstract
Lung cancer is biologically aggressive and is the leading cause of cancer-related deaths. The development of lung cancer is unique in each patient according to clinical characterizations, prognosis, response and tolerance to treatment. Traditional capillary-based single-gene sequencing by a first-generation technique (known as Sanger sequencing) has been replaced by next-generation sequencing (NGS) since it allows massive parallel sequencing with lower cost and higher throughput. The NGS approach has made remarkable advances compared with traditional methods. We expect these methodologies to comprehensively interpret the global landscape of cancer and provide more information to fulfill the needs of personalized medicine. This review covers a brief introduction and summary on various NGS technologies, applications and important findings by NGS in lung cancer advances, including further discoveries in previously known target genes (EGFR, ALK and KRAS), the identification of additional lung cancer mutations and the global coordination of cancer genome studies.
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Affiliation(s)
- Kehua Wu
- Department of Medicine, University of Chicago, Chicago, IL, USA
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Brothers JF, Hijazi K, Mascaux C, El-Zein RA, Spitz MR, Spira A. Bridging the clinical gaps: genetic, epigenetic and transcriptomic biomarkers for the early detection of lung cancer in the post-National Lung Screening Trial era. BMC Med 2013; 11:168. [PMID: 23870182 PMCID: PMC3717087 DOI: 10.1186/1741-7015-11-168] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Accepted: 06/20/2013] [Indexed: 02/05/2023] Open
Abstract
Lung cancer is the leading cause of cancer death worldwide in part due to our inability to identify which smokers are at highest risk and the lack of effective tools to detect the disease at its earliest and potentially curable stage. Recent results from the National Lung Screening Trial have shown that annual screening of high-risk smokers with low-dose helical computed tomography of the chest can reduce lung cancer mortality. However, molecular biomarkers are needed to identify which current and former smokers would benefit most from annual computed tomography scan screening in order to reduce the costs and morbidity associated with this procedure. Additionally, there is an urgent clinical need to develop biomarkers that can distinguish benign from malignant lesions found on computed tomography of the chest given its very high false positive rate. This review highlights recent genetic, transcriptomic and epigenomic biomarkers that are emerging as tools for the early detection of lung cancer both in the diagnostic and screening setting.
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Keller A, Leidinger P, Steinmeyer F, Stähler C, Franke A, Hemmrich-Stanisak G, Kappel A, Wright I, Dörr J, Paul F, Diem R, Tocariu-Krick B, Meder B, Backes C, Meese E, Ruprecht K. Comprehensive analysis of microRNA profiles in multiple sclerosis including next-generation sequencing. Mult Scler 2013; 20:295-303. [PMID: 23836875 DOI: 10.1177/1352458513496343] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs) are short, noncoding RNAs with gene regulatory functions whose expression profiles may serve as disease biomarkers. OBJECTIVE The objective of this study was to perform a comprehensive analysis of miRNA expression profiles in blood of patients with a clinically isolated syndrome (CIS) or relapsing-remitting multiple sclerosis (RRMS) including next-generation sequencing (NGS). METHODS miRNA expression was analyzed in whole blood samples from treatment-naïve patients with CIS (n = 25) or RRMS (n = 25) and 50 healthy controls by NGS, microarray analysis, and quantitative real-time polymerase chain reaction (qRT-PCR). RESULTS In patients with CIS/RRMS, NGS and microarray analysis identified 38 and eight significantly deregulated miRNAs, respectively. Three of these miRNAs were found to be significantly up- (hsa-miR-16-2-3p) or downregulated (hsa-miR-20a-5p, hsa-miR-7-1-3p) by both methods. Another five of the miRNAs significantly deregulated in the NGS screen showed the same direction of regulation in the microarray analysis. qRT-PCR confirmed the direction of regulation for all eight and was significant for three miRNAs. CONCLUSIONS This study identifies a set of miRNAs deregulated in CIS/RRMS and reconfirms the previously reported underexpression of hsa-miR-20a-5p in MS. hsa-miR-20a-5p and the other validated miRNAs may represent promising candidates for future evaluation as biomarkers for MS and could be of relevance in the pathophysiology of this disease.
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Affiliation(s)
- Andreas Keller
- Department of Human Genetics, Saarland University, Germany
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Taguchi YH, Murakami Y. Principal component analysis based feature extraction approach to identify circulating microRNA biomarkers. PLoS One 2013; 8:e66714. [PMID: 23874370 PMCID: PMC3715582 DOI: 10.1371/journal.pone.0066714] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2012] [Accepted: 05/09/2013] [Indexed: 12/26/2022] Open
Abstract
The discovery and characterization of blood-based disease biomarkers are clinically important because blood collection is easy and involves relatively little stress for the patient. However, blood generally reflects not only targeted diseases, but also the whole body status of patients. Thus, the selection of biomarkers may be difficult. In this study, we considered miRNAs as biomarker candidates for several reasons. First, since miRNAs were discovered relatively recently, they have not yet been tested extensively. Second, since the number of miRNAs is relatively limited, selection is expected to be easy. Third, since they are known to play critical roles in a wide range of biological processes, their expression may be disease specific. We applied a newly proposed method to select combinations of miRNAs that discriminate between healthy controls and each of 14 diseases that include 5 cancers. A new feature selection method is based on principal component analysis. Namely this method does not require knowledge of whether each sample was derived from a disease patient or a healthy control. Using this method, we found that hsa-miR-425, hsa-miR-15b, hsa-miR-185, hsa-miR-92a, hsa-miR-140-3p, hsa-miR-320a, hsa-miR-486-5p, hsa-miR-16, hsa-miR-191, hsa-miR-106b, hsa-miR-19b, and hsa-miR-30d were potential biomarkers; combinations of 10 of these miRNAs allowed us to discriminate each disease included in this study from healthy controls. These 12 miRNAs are significantly up- or downregulated in most cancers and other diseases, albeit in a cancer- or disease-specific combinatory manner. Therefore, these 12 miRNAs were also previously reported to be cancer- and disease-related miRNAs. Many disease-specific KEGG pathways were also significantly enriched by target genes of up-/downregulated miRNAs within several combinations of 10 miRNAs among these 12 miRNAs. We also selected miRNAs that could discriminate one disease from another or from healthy controls. These miRNAs were found to be largely overlapped with miRNAs that discriminate each disease from healthy controls.
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Affiliation(s)
- Y-h Taguchi
- Department of Physics, Chuo University, Tokyo, Japan.
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The transcriptional consequences of somatic amplifications, deletions, and rearrangements in a human lung squamous cell carcinoma. Neoplasia 2013; 14:1075-86. [PMID: 23226101 DOI: 10.1593/neo.121380] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 09/25/2012] [Accepted: 09/28/2012] [Indexed: 12/16/2022] Open
Abstract
Lung cancer causes more deaths, worldwide, than any other cancer. Several histologic subtypes exist. Currently, there is a dearth of targeted therapies for treating one of the main subtypes: squamous cell carcinoma (SCC). As for many cancers, lung SCC karyotypes are often highly anomalous owing to large somatic structural variants, some of which are seen repeatedly in lung SCC, indicating a potential causal association for genes therein. We chose to characterize a lung SCC genome to unprecedented detail and integrate our findings with the concurrently characterized transcriptome. We aimed to ascertain how somatic structural changes affected gene expression within the cell in ways that could confer a pathogenic phenotype. We sequenced the genomes of a lung SCC cell line (LUDLU-1) and its matched lymphocyte cell line (AGLCL) to more than 50x coverage. We also sequenced the transcriptomes of LUDLU-1 and a normal bronchial epithelium cell line (LIMM-NBE1), resulting in more than 600 million aligned reads per sample, including both coding and non-coding RNA (ncRNA), in a strand-directional manner. We also captured small RNA (<30 bp). We discovered significant, but weak, correlations between copy number and expression for protein-coding genes, antisense transcripts, long intergenic ncRNA, and microRNA (miRNA). We found that miRNA undergo the largest change in overall expression pattern between the normal bronchial epithelium and the tumor cell line. We found evidence of transcription across the novel genomic sequence created from six somatic structural variants. For each part of our integrated analysis, we highlight candidate genes that have undergone the largest expression changes.
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Langevin SA, Bent ZW, Solberg OD, Curtis DJ, Lane PD, Williams KP, Schoeniger JS, Sinha A, Lane TW, Branda SS. Peregrine: A rapid and unbiased method to produce strand-specific RNA-Seq libraries from small quantities of starting material. RNA Biol 2013; 10:502-15. [PMID: 23558773 PMCID: PMC3710357 DOI: 10.4161/rna.24284] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Use of second generation sequencing (SGS) technologies for transcriptional profiling (RNA-Seq) has revolutionized transcriptomics, enabling measurement of RNA abundances with unprecedented specificity and sensitivity and the discovery of novel RNA species. Preparation of RNA-Seq libraries requires conversion of the RNA starting material into cDNA flanked by platform-specific adaptor sequences. Each of the published methods and commercial kits currently available for RNA-Seq library preparation suffers from at least one major drawback, including long processing times, large starting material requirements, uneven coverage, loss of strand information and high cost. We report the development of a new RNA-Seq library preparation technique that produces representative, strand-specific RNA-Seq libraries from small amounts of starting material in a fast, simple and cost-effective manner. Additionally, we have developed a new quantitative PCR-based assay for precisely determining the number of PCR cycles to perform for optimal enrichment of the final library, a key step in all SGS library preparation workflows.
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Affiliation(s)
- Stanley A Langevin
- Biotechnology and Bioengineering, Sandia National Laboratories, Livermore, CA, USA
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Frese KS, Katus HA, Meder B. Next-generation sequencing: from understanding biology to personalized medicine. BIOLOGY 2013; 2:378-98. [PMID: 24832667 PMCID: PMC4009863 DOI: 10.3390/biology2010378] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 01/21/2013] [Accepted: 02/04/2013] [Indexed: 12/11/2022]
Abstract
Within just a few years, the new methods for high-throughput next-generation sequencing have generated completely novel insights into the heritability and pathophysiology of human disease. In this review, we wish to highlight the benefits of the current state-of-the-art sequencing technologies for genetic and epigenetic research. We illustrate how these technologies help to constantly improve our understanding of genetic mechanisms in biological systems and summarize the progress made so far. This can be exemplified by the case of heritable heart muscle diseases, so-called cardiomyopathies. Here, next-generation sequencing is able to identify novel disease genes, and first clinical applications demonstrate the successful translation of this technology into personalized patient care.
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Affiliation(s)
- Karen S Frese
- Department of Internal Medicine III, University of Heidelberg, Heidelberg 69120, Germany.
| | - Hugo A Katus
- Department of Internal Medicine III, University of Heidelberg, Heidelberg 69120, Germany.
| | - Benjamin Meder
- Department of Internal Medicine III, University of Heidelberg, Heidelberg 69120, Germany.
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Banerjee D. Array comparative genomic hybridization: an overview of protocols, applications, and technology trends. Methods Mol Biol 2013; 973:1-13. [PMID: 23412780 DOI: 10.1007/978-1-62703-281-0_1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
From the earliest observations of human chromosomes in the late 1800s to modern day next generation sequencing technologies, much has been learned about human cancers by the vigorous application of the techniques of the day. In general, resolution has improved tremendously, and correspondingly the size of the datasets generated has grown exponentially such that computational methods required to handle massive datasets have had to be devised. This chapter provides a brief synopsis of the evolution of such techniques as an introduction to the subsequent chapters that provide methods and applications, relevant to research, and clinical diagnostics.
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Affiliation(s)
- Diponkar Banerjee
- Department of Pathology and Laboratory Medicine, The Ottawa Hospital, Ottawa, BC, Canada.
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Jorge NAN, Ferreira CG, Passetti F. Bioinformatics of Cancer ncRNA in High Throughput Sequencing: Present State and Challenges. Front Genet 2012; 3:287. [PMID: 23251139 PMCID: PMC3523245 DOI: 10.3389/fgene.2012.00287] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 11/22/2012] [Indexed: 12/24/2022] Open
Abstract
The numerous genome sequencing projects produced unprecedented amount of data providing significant information to the discovery of novel non-coding RNA (ncRNA). Several ncRNAs have been described to control gene expression and display important role during cell differentiation and homeostasis. In the last decade, high throughput methods in conjunction with approaches in bioinformatics have been used to identify, classify, and evaluate the expression of hundreds of ncRNA in normal and pathological states, such as cancer. Patient outcomes have been already associated with differential expression of ncRNAs in normal and tumoral tissues, providing new insights in the development of innovative therapeutic strategies in oncology. In this review, we present and discuss bioinformatics advances in the development of computational approaches to analyze and discover ncRNA data in oncology using high throughput sequencing technologies.
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Abstract
An ongoing challenge in cancer research is represented by the identification of new specific clinical molecular markers and pharmacological targets. During the last 10 years, microRNAs (miRNAs) have become one of the hottest subjects in the area of cancer genomics. MicroRNAs are single-stranded RNAs of 19 to 24 nucleotides in length generated through a complex maturation process. Recent studies have demonstrated that microRNAs can have an oncogene or tumor suppressor role by regulating the expression of target genes. Therefore, microRNAs are highly related to cancer processes, including initiation, growth, apoptosis, invasion, and metastasis. In this panorama, several high-through put technologies studies have revealed miRNA roles in classifying tumors and predicting patient outcome with high accuracy. We provide a review highlighting recent progress on the understanding of the cellular function of human microRNAs and their expression in solid tumors.
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MicroRNA expression profiles of whole blood in lung adenocarcinoma. PLoS One 2012; 7:e46045. [PMID: 23029380 PMCID: PMC3460960 DOI: 10.1371/journal.pone.0046045] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2012] [Accepted: 08/28/2012] [Indexed: 12/21/2022] Open
Abstract
The association of lung cancer with changes in microRNAs in plasma shown in multiple studies suggests a utility for circulating microRNA biomarkers in non-invasive detection of the disease. We examined if presence of lung cancer is reflected in whole blood microRNA expression as well, possibly because of a systemic response. Locked nucleic acid microarrays were used to quantify the global expression of microRNAs in whole blood of 22 patients with lung adenocarcinoma and 23 controls, ten of whom had a radiographically detected non-cancerous lung nodule and the other 13 were at high risk for developing lung cancer because of a smoking history of >20 pack-years. Cases and controls differed significantly for age with a mean difference of 10.7 years, but not for gender, race, smoking history, blood hemoglobin, platelet count, or white blood cell count. Of 1282 quantified human microRNAs, 395 (31%) were identified as expressed in the study’s subjects, with 96 (24%) differentially expressed between cases and controls. Classification analyses of microRNA expression data were performed using linear kernel support vector machines (SVM) and top-scoring pairs (TSP) methods, and classifiers to identify presence of lung adenocarcinoma were internally cross-validated. In leave-one-out cross-validation, the TSP classifiers had sensitivity and specificity of 91% and 100%, respectively. The values with SVM were both 91%. In a Monte Carlo cross-validation, average sensitivity and specificity values were 86% and 97%, respectively, with TSP, and 88% and 89%, respectively, with SVM. MicroRNAs miR-190b, miR-630, miR-942, and miR-1284 were the most frequent constituents of the classifiers generated during the analyses. These results suggest that whole blood microRNA expression profiles can be used to distinguish lung cancer cases from clinically relevant controls. Further studies are needed to validate this observation, including in non-adenocarcinomatous lung cancers, and to clarify upon the confounding effect of age.
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Schmitt J, Backes C, Nourkami-Tutdibi N, Leidinger P, Deutscher S, Beier M, Gessler M, Graf N, Lenhof HP, Keller A, Meese E. Treatment-independent miRNA signature in blood of Wilms tumor patients. BMC Genomics 2012; 13:379. [PMID: 22871070 PMCID: PMC3563587 DOI: 10.1186/1471-2164-13-379] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2011] [Accepted: 07/24/2012] [Indexed: 01/10/2023] Open
Abstract
Background Blood-born miRNA signatures have recently been reported for various tumor diseases. Here, we compared the miRNA signature in Wilms tumor patients prior and after preoperative chemotherapy according to SIOP protocol 2001. Results We did not find a significant difference between miRNA signature of both groups. However both, Wilms tumor patients prior and after chemotherapy showed a miRNA signature different from healthy controls. The signature of Wilms tumor patients prior to chemotherapy showed an accuracy of 97.5% and of patients after chemotherapy an accuracy of 97.0%, each as compared to healthy controls. Conclusion Our results provide evidence for a blood-born Wilms tumor miRNA signature largely independent of four weeks preoperative chemotherapy treatment.
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Affiliation(s)
- Jana Schmitt
- Department of Human Genetics, Saarland University, 66421 Homburg/Saar, Germany.
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Druz A, Betenbaugh M, Shiloach J. Glucose depletion activates mmu-miR-466h-5p expression through oxidative stress and inhibition of histone deacetylation. Nucleic Acids Res 2012; 40:7291-302. [PMID: 22638581 PMCID: PMC3424575 DOI: 10.1093/nar/gks452] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
MicroRNAs (miRNAs) are involved in the regulation of multiple cellular processes. Changes of miRNA expression have been linked to the development of various diseases including cancer, but the molecular events leading to these changes at different physiological conditions are not well characterized. Here we examined the intracellular events responsible for the miR-466h-5p activation in mouse cells exposed to glucose deprivation. MiR-466h-5p is a member of the miR-297-669 cluster located in intron 10 of Sfmbt2 gene on mouse chromosome 2 and has a pro-apoptotic role. We showed that the time-dependant activation of miR-466h-5p, miR-669c and the Sfmbt2 gene followed the inhibition of histone deacetylation caused by glucose deprivation-induced oxidative stress. This oxidative stress causes the accumulation of reactive oxygen species (ROS) and depletion of reduced glutathione (GSH) that together inhibited histone deacetylases (HDACs) activity, reduced protein levels of HDAC2 and increased acetylation in miR-466h-5p promoter region, which led to the activation of this miRNA. Based on this study and previous work, we suggest a possible role of miR-466h-5p (and miR 297-669 cluster) in the cells during toxic metabolites accumulation. Improved characterization of the molecular events that lead to the activation of miR-466h-5p may provide a better understanding of the relation between cellular environment and miRNA activation.
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Affiliation(s)
- Aliaksandr Druz
- Biotechnology Core Laboratory National Institute of Diabetes and Digestive and Kidney Diseases, National Institute of Health Bldg 14A Bethesda, MD 20892, USA
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