51
|
Yu D, Ma X, Zuo Z, Wang H, Meng Y. Classification of Transcription Boundary-Associated RNAs (TBARs) in Animals and Plants. Front Genet 2018; 9:168. [PMID: 29868116 PMCID: PMC5960741 DOI: 10.3389/fgene.2018.00168] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 04/26/2018] [Indexed: 11/13/2022] Open
Abstract
There is increasing evidence suggesting the contribution of non-coding RNAs (ncRNAs) to the phenotypic and physiological complexity of organisms. A novel ncRNA species has been identified near the transcription boundaries of protein-coding genes in eukaryotes, bacteria, and archaea. This review provides a detailed description of these transcription boundary-associated RNAs (TBARs), including their classification. Based on their genomic distribution, TBARs are divided into two major groups: promoter-associated RNAs (PARs) and terminus-associated RNAs (TARs). Depending on the sequence length, each group is further classified into long RNA species (>200 nt) and small RNA species (<200 nt). According to these rules of TBAR classification, divergent ncRNAs with confusing nomenclatures, such as promoter upstream transcripts (PROMPTs), upstream antisense RNAs (uaRNAs), stable unannotated transcripts (SUTs), cryptic unstable transcripts (CUTs), upstream non-coding transcripts (UNTs), transcription start site-associated RNAs (TSSaRNAs), transcription initiation RNAs (tiRNAs), and transcription termination site-associated RNAs (TTSaRNAs), were assigned to specific classes. Although the biogenesis pathways of PARs and TARs have not yet been clearly elucidated, previous studies indicate that some of the PARs have originated either through divergent transcription or via RNA polymerase pausing. Intriguing findings regarding the functional implications of the TBARs such as the long-range “gene looping” model, which explains their role in the transcriptional regulation of protein-coding genes, are also discussed. Altogether, this review provides a comprehensive overview of the current research status of TBARs, which will promote further investigations in this research area.
Collapse
Affiliation(s)
- Dongliang Yu
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| | - Xiaoxia Ma
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| | - Ziwei Zuo
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| | - Huizhong Wang
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| | - Yijun Meng
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
| |
Collapse
|
52
|
Wu DR, Gu KL, Yu JC, Fu X, Wang XW, Guo WT, Liao LQ, Zhu H, Zhang XS, Hui J, Wang Y. Opposing roles of miR-294 and MBNL1/2 in shaping the gene regulatory network of embryonic stem cells. EMBO Rep 2018; 19:embr.201745657. [PMID: 29735517 DOI: 10.15252/embr.201745657] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Revised: 04/03/2018] [Accepted: 04/11/2018] [Indexed: 01/25/2023] Open
Abstract
Alternative pre-mRNA splicing plays important roles in regulating self-renewal and differentiation of embryonic stem cells (ESCs). However, how specific alternative splicing programs are established in ESCs remains elusive. Here, we show that a subset of alternative splicing events in ESCs is dependent on miR-294 expression. Remarkably, roughly 60% of these splicing events are affected by the depletion of Muscleblind-Like Splicing Regulator 1 and 2 (Mbnl1/2). Distinct from canonical miRNA function, miR-294 represses Mbnl1/2 through both posttranscriptional and epigenetic mechanisms. Furthermore, we uncover non-canonical functions of MBNL proteins that bind and promote the expression of miR-294 targets, including Cdkn1a and Tgfbr2, thereby opposing the role of miR-294 in regulating cell proliferation, apoptosis, and epithelial-mesenchymal transition (EMT). Our study reveals extensive interactions between miRNAs and splicing factors, highlighting their roles in regulating cell type-specific alternative splicing and defining gene expression programs during development and cellular differentiation.
Collapse
Affiliation(s)
- Da-Ren Wu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Kai-Li Gu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Jian-Cheng Yu
- State Key Laboratory of Molecular Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Xing Fu
- Shanghai Center for Plant Stress Biology, Chinese Academy of Sciences, Shanghai, China
| | - Xi-Wen Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Wen-Ting Guo
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Le-Qi Liao
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Hong Zhu
- State Key Laboratory of Molecular Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Xiao-Shan Zhang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Jingyi Hui
- State Key Laboratory of Molecular Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Yangming Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing, China
| |
Collapse
|
53
|
Sherstyuk VV, Medvedev SP, Ri MT, Vyatkin YV, Saik OV, Shtokalo DN, Zakian SM. The search for microRNAs potentially involved in the selfrenewal maintaining of laboratory rat pluripotent stem cells. Vavilovskii Zhurnal Genet Selektsii 2018. [DOI: 10.18699/vj18.345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Self-renewal of cultured pluripotent stem cells is a complex process, which includes multiple functional and regulatory levels. Transcription factors, their target genes, chromatin modifiers, signaling pathways, and regulatory noncoding RNAs are involved in the maintaining of self-renewal. Studies of molecular and genetic bases of maintaining self-renewal and pluripotency in cultured mammalian cells are important to understand processes in preimplantation embryogenesis and to develop efficient techniques to obtain pluripotent stem cell lines for experimental biology and medicine. MicroRNAs (miRNAs) play an important role in pluripotency maintaining and reprogramming. However, involvement of this class of noncoding RNAs and functions of individual molecules are poorly studied. The goal of this study was the search for the miRNAs potentially involved in the pluripotency maintaining and reprogramming of Rattus norvegicus cells. We analyzed the expression of miRNAs in rat embryonic stem cells, induced pluripotent stem cells and embryonic fibroblasts using bioinformatic methods and data obtained with next generation sequencing. The analysis of differential expression between groups of rat pluripotent cells and fibroblasts, and the analysis of experimentally confirmed target genes of differentially expressed known rat miRNAs revealed novel potential players of pluripotency maintaining and reprogramming processes. In addition, novel members of these processes were revealed among novel rat miRNAs. The use of bioinformatic and systems biology approaches is the first step, which is necessary for choosing candidates for the subsequent experimental studies. The results obtained substantially improve our understanding of the self-renewal regulation system of the laboratory rat, a popular biomedical object, and our knowledge about the system in mammals.
Collapse
Affiliation(s)
- V. V. Sherstyuk
- Institute of Cytology and Genetics SB RAS; E.N. Meshalkin National Medical Research Center, Ministry of Health of Russian Federation; Institute of Chemical Biology and Fundamental Medicine SB RAS; Novosibirsk State University
| | - S. P. Medvedev
- Institute of Cytology and Genetics SB RAS; E.N. Meshalkin National Medical Research Center, Ministry of Health of Russian Federation; Institute of Chemical Biology and Fundamental Medicine SB RAS; Novosibirsk State University
| | - M. T. Ri
- AcademGene LLC; St. Laurent Institute
| | - Y. V. Vyatkin
- Institute of Cytology and Genetics SB RAS; Novosibirsk State University; AcademGene LLC; St. Laurent Institute
| | - O. V. Saik
- Institute of Cytology and Genetics SB RAS
| | - D. N. Shtokalo
- Institute of Cytology and Genetics SB RAS; AcademGene LLC; St. Laurent Institute; A.P. Ershov Institute of Informatics Systems SB RAS
| | - S. M. Zakian
- Institute of Cytology and Genetics SB RAS; E.N. Meshalkin National Medical Research Center, Ministry of Health of Russian Federation; Institute of Chemical Biology and Fundamental Medicine SB RAS; Novosibirsk State University
| |
Collapse
|
54
|
Wang G, Gormley M, Qiao J, Zhao Q, Wang M, Di Sante G, Deng S, Dong L, Pestell T, Ju X, Casimiro MC, Addya S, Ertel A, Tozeren A, Li Q, Yu Z, Pestell RG. Cyclin D1-mediated microRNA expression signature predicts breast cancer outcome. Theranostics 2018; 8:2251-2263. [PMID: 29721077 PMCID: PMC5928887 DOI: 10.7150/thno.23877] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 12/25/2017] [Indexed: 01/03/2023] Open
Abstract
Background: Genetic classification of breast cancer based on the coding mRNA suggests the evolution of distinct subtypes. Whether the non-coding genome is altered concordantly with the coding genome and the mechanism by which the cell cycle directly controls the non-coding genome is poorly understood. Methods: Herein, the miRNA signature maintained by endogenous cyclin D1 in human breast cancer cells was defined. In order to determine the clinical significance of the cyclin D1-mediated miRNA signature, we defined a miRNA expression superset from 459 breast cancer samples. We compared the coding and non-coding genome of breast cancer subtypes. Results: Hierarchical clustering of human breast cancers defined four distinct miRNA clusters (G1-G4) associated with distinguishable relapse-free survival by Kaplan-Meier analysis. The cyclin D1-regulated miRNA signature included several oncomirs, was conserved in multiple breast cancer cell lines, was associated with the G2 tumor miRNA cluster, ERα+ status, better outcome and activation of the Wnt pathway. The coding and non-coding genome were discordant within breast cancer subtypes. Seed elements for cyclin D1-regulated miRNA were identified in 63 genes of the Wnt signaling pathway including DKK. Cyclin D1 restrained DKK1 via the 3'UTR. In vivo studies using inducible transgenics confirmed cyclin D1 induces Wnt-dependent gene expression. Conclusion: The non-coding genome defines breast cancer subtypes that are discordant with their coding genome subtype suggesting distinct evolutionary drivers within the tumors. Cyclin D1 orchestrates expression of a miRNA signature that induces Wnt/β-catenin signaling, therefore cyclin D1 serves both upstream and downstream of Wnt/β-catenin signaling.
Collapse
Affiliation(s)
- Guangxue Wang
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Michael Gormley
- Department of Cancer Biology, Thomas Jefferson University, 233 South 10 th St. Philadelphia PA 19107
| | - Jing Qiao
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Qian Zhao
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Min Wang
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, Pennsylvania Biotechnology Center and Lankenau Institute for Medical Research, 100 East Lancaster Avenue, Suite, 222, Wynnewood, PA. 19096
| | - Gabriele Di Sante
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, Pennsylvania Biotechnology Center and Lankenau Institute for Medical Research, 100 East Lancaster Avenue, Suite, 222, Wynnewood, PA. 19096
| | - Shengqiong Deng
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
- Shanghai Gongli Hospital, the Second Military Medical University, Shanghai 200120, China
| | - Lin Dong
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Tim Pestell
- Department of Cancer Biology, Thomas Jefferson University, 233 South 10 th St. Philadelphia PA 19107
| | - Xiaoming Ju
- Department of Cancer Biology, Thomas Jefferson University, 233 South 10 th St. Philadelphia PA 19107
| | - Mathew C. Casimiro
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, Pennsylvania Biotechnology Center and Lankenau Institute for Medical Research, 100 East Lancaster Avenue, Suite, 222, Wynnewood, PA. 19096
| | - Sankar Addya
- Department of Cancer Biology, Thomas Jefferson University, 233 South 10 th St. Philadelphia PA 19107
| | - Adam Ertel
- Department of Cancer Biology, Thomas Jefferson University, 233 South 10 th St. Philadelphia PA 19107
| | - Ayden Tozeren
- Center for Integrated Bioinformatics, Drexel University, Philadelphia, PA 19104
- School of Biomedical Engineering, Systems and Health Sciences, Drexel University, Philadelphia, PA 19104
| | - Qinchuan Li
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Zuoren Yu
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, Pennsylvania Biotechnology Center and Lankenau Institute for Medical Research, 100 East Lancaster Avenue, Suite, 222, Wynnewood, PA. 19096
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Richard G. Pestell
- Pennsylvania Cancer and Regenerative Medicine Research Center, Baruch S. Blumberg Institute, Pennsylvania Biotechnology Center and Lankenau Institute for Medical Research, 100 East Lancaster Avenue, Suite, 222, Wynnewood, PA. 19096
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 637551, Singapore
| |
Collapse
|
55
|
Zhang P, Wang L, Li Y, Jiang P, Wang Y, Wang P, Kang L, Wang Y, Sun Y, Jiang Y. Identification and characterization of microRNA in the lung tissue of pigs with different susceptibilities to PCV2 infection. Vet Res 2018; 49:18. [PMID: 29448950 PMCID: PMC5815207 DOI: 10.1186/s13567-018-0512-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 01/01/2018] [Indexed: 12/17/2022] Open
Abstract
Porcine circovirus type 2 (PCV2) is the primary cause of post-weaning multisystemic wasting syndrome (PMWS) and other PCV-associated diseases. According to our previous RNA-sequencing analysis, the differences in the susceptibility to PCV2 infection depended on the genetic differences between the Laiwu (LW) and Yorkshire × Landrace crossbred (YL) pigs, but the cellular microRNA (miRNA) that are differentially expressed between the LW and YL pigs before and after PCV2 infection remain to be determined. In this study, high-throughput sequencing was performed to determine the abundance and differential expression of miRNA in lung tissues from PCV2-infected and PCV2-uninfected LW and YL pigs. In total, 295 known and 95 novel miRNA were identified, and 23 known and 25 novel miRNA were significantly differentially expressed in the PCV2-infected vs. PCV2-uninfected LW pigs and/or the PCV2-infected vs. PCV2-uninfected YL pigs. The expression levels of ssc-miR-122, ssc-miR-192, ssc-miR-451, ssc-miR-486, and ssc-miR-504 were confirmed by quantitative real-time PCR (qRT-PCR). Analysis of the potential targets of the four up-regulated miRNA (i.e., ssc-miR-122, ssc-miR-192, ssc-miR-451 and ssc-miR-486) identified pathways and genes that may be important for disease resistance. Among the up-regulated miRNA, ssc-miR-122 can repress the protein expression and viral DNA replication of PCV2 and down-regulate the expression of the nuclear factor of activated T-cells 5 (NFAT5) and aminopeptidase puromycin sensitive (NPEPPS) by binding to their 3′ untranslated region (3′UTR) in PK15 cells. Therefore, ssc-miR-122 may indirectly suppress PCV2 infection by targeting genes related to the host immune system, such as NFAT5 and NPEPPS.
Collapse
Affiliation(s)
- Ping Zhang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Liyuan Wang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Yanping Li
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Ping Jiang
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yanchao Wang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Pengfei Wang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Li Kang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Yuding Wang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China
| | - Yi Sun
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China.
| | - Yunliang Jiang
- Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention, Shandong Agricultural University, 61 Daizong Street, Taian, 271018, Shandong, China.
| |
Collapse
|
56
|
Shakeel M, Xu X, Xu J, Li S, Yu J, Zhou X, Xu X, Hu Q, Yu X, Jin F. Genome-Wide Identification of Destruxin A-Responsive Immunity-Related MicroRNAs in Diamondback Moth, Plutella xylostella. Front Immunol 2018; 9:185. [PMID: 29472927 PMCID: PMC5809476 DOI: 10.3389/fimmu.2018.00185] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 01/22/2018] [Indexed: 12/12/2022] Open
Abstract
Plutella xylostella, a global key pest, is one of the major lepidopteran pests of cruciferous vegetables owing to its strong ability of resistance development to a wide range of insecticides. Destruxin A, a mycotoxin of the entomopathogenic fungus, Metarhizium anisopliae, has broad-spectrum insecticidal effects and has been used as an alternative control strategy to reduce harmful effects of insecticides. However, microRNA (miRNA)-regulated reactions against destruxin A have not been elucidated yet. Therefore, here, to identify immunity-related miRNAs, we constructed four small RNA libraries from destruxin A-injected larvae of P. xylostella at three different time courses (2, 4, and 6 h) with a control, and sequenced by Illumina. Our results showed that totally 187 known and 44 novel miRNAs were identified in four libraries by bioinformatic analysis. Interestingly, among differentially expressed known miRNAs, some conserved miRNAs, such as miR-263, miR-279, miR-306, miR-2a, and miR-308, predicted to be involved in regulating immunity-related genes, were also identified. Worthy to mention, miR-306 and miR-279 were also listed as common abundantly expressed miRNA in all treatments. The Kyoto Encyclopedia of Genes and Genomes pathway analysis also indicated that differentially expressed miRNAs were involved in several immunity-related signaling pathways, including toll signaling pathway, IMD signaling pathway, JAK-STAT signaling pathway, and cell adhesion molecules signaling pathway. To the best of our knowledge, this is the first comprehensive report of destruxin A-responsive immunity-related miRNAs in P. xylostella. Our findings will improve in understanding the role of destruxin A-responsive miRNAs in the host immune system and would be useful to develop biological control strategies for controlling P. xylostella.
Collapse
Affiliation(s)
- Muhammad Shakeel
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| | - Xiaoxia Xu
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| | - Jin Xu
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| | - Shuzhong Li
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| | - Jialin Yu
- Beijing Genomic Institute, Shenzhen, China
| | | | | | - Qiongbo Hu
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| | - Xiaoqiang Yu
- School of Life Sciences, Institute of Insect Science and Technology, South China Normal University, Guangzhou, China
| | - Fengliang Jin
- College of Agriculture, South China Agricultural University, Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, Guangzhou, China
| |
Collapse
|
57
|
Roles of tRNA-derived fragments in human cancers. Cancer Lett 2018; 414:16-25. [DOI: 10.1016/j.canlet.2017.10.031] [Citation(s) in RCA: 88] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Accepted: 10/19/2017] [Indexed: 11/19/2022]
|
58
|
Noncoding RNAs in Retrovirus Replication. RETROVIRUS-CELL INTERACTIONS 2018. [PMCID: PMC7173536 DOI: 10.1016/b978-0-12-811185-7.00012-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Although a limited percentage of the genome produces proteins, approximately 90% is transcribed, indicating important roles for noncoding RNA (ncRNA). It is now known that these ncRNAs have a multitude of cellular functions ranging from the regulation of gene expression to roles as structural elements in ribonucleoprotein complexes. ncRNA is also represented at nearly every step of viral life cycles. This chapter will focus on ncRNAs of both host and viral origin and their roles in retroviral life cycles. Cellular ncRNA represents a significant portion of material packaged into retroviral virions and includes transfer RNAs, 7SL RNA, U RNA, and vault RNA. Initially thought to be random packaging events, these host RNAs are now proposed to contribute to viral assembly and infectivity. Within the cell, long ncRNA and endogenous retroviruses have been found to regulate aspects of the retroviral life cycle in diverse ways. Additionally, the HIV-1 transactivating response element RNA is thought to impact viral infection beyond the well-characterized role as a transcription activator. RNA interference, thought to be an early version of the innate immune response to viral infection, can still be observed in plants and invertebrates today. The ability of retroviral infection to manipulate the host RNAi pathway is described here. Finally, RNA-based therapies, including gene editing approaches, are being explored as antiretroviral treatments and are discussed.
Collapse
|
59
|
Xu J, Xu X, Li S, Wang S, Xu X, Zhou X, Yu J, Yu X, Shakeel M, Jin F. Genome-Wide Profiling of Plutella xylostella Immunity-Related miRNAs after Isaria fumosorosea Infection. Front Physiol 2017; 8:1054. [PMID: 29311981 PMCID: PMC5735356 DOI: 10.3389/fphys.2017.01054] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 12/01/2017] [Indexed: 12/19/2022] Open
Abstract
The development of resistance by Plutella xylostella to almost all insecticides is of significant concern all over the world. Entomopathogenic fungi such as Isaria fumosorosea have been used as an alternative to insecticides. However, the knowledge of miRNA-regulated reactions against entomopathogenic fungi is still in its infant stage. In the present study, P. xylostella was challenged with I. fumosorosea at four different time points (12, 18, 24, and 36 h) including a control, to build miRNA libraries by Illumina sequencing. The results of differential expression analysis exhibited that 23 miRNAs were differentially expressed, compared to control, in all treatments. It is worth mentioning, of these, some conserved miRNAs such as miR-2, miR-9a, miR-745, miR-7b, and miR-2767, known to play critical roles in host-pathogen interaction, were also identified. Furthermore, differentially expressed miRNAs were validated by RT-qPCR. Our results provide an essential information for further functional studies of the interaction between I. fumosorosea and P. xylostella at the post-transcriptional level.
Collapse
Affiliation(s)
- Jin Xu
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Xiaoxia Xu
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Shuzhong Li
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Shuang Wang
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| | | | | | - Jialin Yu
- Beijing Genomic Institute, Shenzhen, China
| | - Xiaoqiang Yu
- School of Life Sciences, Central China Normal University, Wuhan, China
| | - Muhammad Shakeel
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Fengliang Jin
- Laboratory of Bio-Pesticide Creation and Application of Guangdong Province, College of Agriculture, South China Agricultural University, Guangzhou, China
| |
Collapse
|
60
|
|
61
|
Yan X, Wang Z, Westberg-Rasmussen S, Tarbier M, Rathjen T, Tattikota SG, Peck BCE, Kanke M, Oxvig C, Frystyk J, Starup-Linde J, Sethupathy P, Friedländer MR, Gregersen S, Poy MN. Differential Impact of Glucose Administered Intravenously and Orally on Circulating miR-375 Levels in Human Subjects. J Clin Endocrinol Metab 2017; 102:3749-3755. [PMID: 28973164 DOI: 10.1210/jc.2017-01365] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 07/25/2017] [Indexed: 12/25/2022]
Abstract
BACKGROUND To date, numerous nucleic acid species have been detected in the systemic circulation including microRNAs (miRNAs); however, their functional role in this compartment remains unclear. OBJECTIVE The aim of this study was to determine whether systemic levels of miRNAs abundant in blood, including the neuroendocrine tissue-enriched miR-375, are altered in response to a glucose challenge. DESIGN Twelve healthy males were recruited for an acute crossover study that consisted of two tests each following an 8-hour fasting period. An oral glucose tolerance test (OGTT) was performed, and blood samples were collected over a 3-hour period. Following a period of at least 1 week, the same participants were administered an isoglycemic intravenous glucose infusion (IIGI) with the same blood-collection protocol. RESULTS The glucose response curve following the IIGI mimicked that obtained after the OGTT, but as expected, systemic insulin levels were lower during the IIGI compared with the OGTT (P < 0.05). miR-375 levels in circulation were increased only in response to an OGTT and not during an IIGI. In addition, the response to the OGTT also coincided with the transient increase of circulating glucagon-like peptide (GLP)-1, GLP-2, and glucose-dependent insulinotropic polypeptide. CONCLUSIONS The present findings show levels of miR-375 increase following administration of an OGTT and, in light of its enrichment in cells of the gut, suggest that the gastrointestinal tract may play an important role in the abundance and function of this miRNA in the blood.
Collapse
Affiliation(s)
- Xin Yan
- Max Delbrück Center for Molecular Medicine, 13125 Berlin, Germany
| | - Zhen Wang
- Max Delbrück Center for Molecular Medicine, 13125 Berlin, Germany
| | - Sidse Westberg-Rasmussen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, DK-8000 Aarhus, Denmark
| | - Marcel Tarbier
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, 17121 Stockholm, Sweden
| | - Thomas Rathjen
- Max Delbrück Center for Molecular Medicine, 13125 Berlin, Germany
| | | | - Bailey C E Peck
- Department of Surgery, School of Medicine, University of Michigan, Ann Arbor, Michigan 48109
| | - Matt Kanke
- Department of Biomedical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, New York 14853
| | - Claus Oxvig
- Department of Molecular Biology and Genetics, Science and Technology, Aarhus University, DK-8000 Aarhus, Denmark
| | - Jan Frystyk
- Medical Research Laboratory, Department of Clinical Medicine, Health, Aarhus University, DK-8000 Aarhus, Denmark
| | - Jakob Starup-Linde
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, DK-8000 Aarhus, Denmark
| | - Praveen Sethupathy
- Department of Biomedical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, New York 14853
| | - Marc R Friedländer
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, 17121 Stockholm, Sweden
| | - Søren Gregersen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, DK-8000 Aarhus, Denmark
| | - Matthew N Poy
- Max Delbrück Center for Molecular Medicine, 13125 Berlin, Germany
| |
Collapse
|
62
|
Luo J, Liu MX, Ren QY, Chen Z, Tian ZC, Hao JW, Wu F, Liu XC, Luo JX, Yin H, Wang H, Liu GY. Micropathogen Community Analysis in Hyalomma rufipes via High-Throughput Sequencing of Small RNAs. Front Cell Infect Microbiol 2017; 7:374. [PMID: 28861401 PMCID: PMC5559533 DOI: 10.3389/fcimb.2017.00374] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 08/02/2017] [Indexed: 12/30/2022] Open
Abstract
Ticks are important vectors in the transmission of a broad range of micropathogens to vertebrates, including humans. Because of the role of ticks in disease transmission, identifying and characterizing the micropathogen profiles of tick populations have become increasingly important. The objective of this study was to survey the micropathogens of Hyalomma rufipes ticks. Illumina HiSeq2000 technology was utilized to perform deep sequencing of small RNAs (sRNAs) extracted from field-collected H. rufipes ticks in Gansu Province, China. The resultant sRNA library data revealed that the surveyed tick populations produced reads that were homologous to St. Croix River Virus (SCRV) sequences. We also observed many reads that were homologous to microbial and/or pathogenic isolates, including bacteria, protozoa, and fungi. As part of this analysis, a phylogenetic tree was constructed to display the relationships among the homologous sequences that were identified. The study offered a unique opportunity to gain insight into the micropathogens of H. rufipes ticks. The effective control of arthropod vectors in the future will require knowledge of the micropathogen composition of vectors harboring infectious agents. Understanding the ecological factors that regulate vector propagation in association with the prevalence and persistence of micropathogen lineages is also imperative. These interactions may affect the evolution of micropathogen lineages, especially if the micropathogens rely on the vector or host for dispersal. The sRNA deep-sequencing approach used in this analysis provides an intuitive method to survey micropathogen prevalence in ticks and other vector species.
Collapse
Affiliation(s)
- Jin Luo
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Min-Xuan Liu
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China.,College of Veterinary Medicine, Gansu Agricultural UniversityLanzhou, China
| | - Qiao-Yun Ren
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Ze Chen
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Zhan-Cheng Tian
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Jia-Wei Hao
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Feng Wu
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Xiao-Cui Liu
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Jian-Xun Luo
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| | - Hong Yin
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China.,Jiangsu Co-Innovation Center for Prevention and Control of Important Animal Infectious Diseases and ZoonosesYangzhou, China
| | - Hui Wang
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China.,Centre for Ecology and Hydrology, Natural Environment Research Council (NERC)Wallingford, United Kingdom.,Department of Engineering, Institute of Biomedical Engineering, University of OxfordOxford, United Kingdom
| | - Guang-Yuan Liu
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural SciencesLanzhou, China
| |
Collapse
|
63
|
Gong Z, Wang D, Zhu S, Xia Y, Fan C, Zhao B, Jin Y. miR-290 contributes to the low abundance of cyclin D1 protein in mouse embryonic stem cells. Acta Biochim Biophys Sin (Shanghai) 2017; 49:635-642. [PMID: 28510621 DOI: 10.1093/abbs/gmx049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Indexed: 12/19/2022] Open
Abstract
Mouse miR-290 cluster miRNAs are expressed specifically in early embryos and embryonic germ cells. These miRNAs play critical roles in the maintenance of pluripotency and self-renewal. Here, we showed that Cyclin D1 is a direct target gene of miR-290 cluster miRNAs. Negative relationships between the expression of Cyclin D1 protein and miR-290 cluster miRNAs in pluripotent and non-pluripotent cells, as well as in differentiating CGR8 cells were observed. Inhibition of miR-290 cluster miRNAs could arrest cells at the G1 phase and slow down the cell proliferation in CGR8 mouse stem cells. Since miR-290 cluster miRNAs are the most dominant stem-cell-specific miRNAs, our results revealed an important cause for the absence of Cyclin D1 in mouse embryonic stem cells.
Collapse
Affiliation(s)
- Zizhen Gong
- School of Life Science, Shanghai University, Shanghai 200444, China
| | - Detao Wang
- School of Life Science, Shanghai University, Shanghai 200444, China
| | - Shaoliang Zhu
- School of Life Science, Shanghai University, Shanghai 200444, China
| | - Yuqing Xia
- School of Life Science, Shanghai University, Shanghai 200444, China
| | - Chunsun Fan
- Department of Etiology, Qidong People's Hospital, Qidong 226200, China
| | - Botao Zhao
- School of Life Science, Shanghai University, Shanghai 200444, China
| | - Youxin Jin
- School of Life Science, Shanghai University, Shanghai 200444, China
| |
Collapse
|
64
|
Paces J, Nic M, Novotny T, Svoboda P. Literature review of baseline information to support the risk assessment of RNAi‐based GM plants. ACTA ACUST UNITED AC 2017. [PMCID: PMC7163844 DOI: 10.2903/sp.efsa.2017.en-1246] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Jan Paces
- Institute of Molecular Genetics of the Academy of Sciences of the Czech Republic (IMG)
| | | | | | - Petr Svoboda
- Institute of Molecular Genetics of the Academy of Sciences of the Czech Republic (IMG)
| |
Collapse
|
65
|
Zi XD, Lu JY, Ma L. Identification and comparative analysis of the ovarian microRNAs of prolific and non-prolific goats during the follicular phase using high-throughput sequencing. Sci Rep 2017; 7:1921. [PMID: 28507337 PMCID: PMC5432505 DOI: 10.1038/s41598-017-02225-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 04/07/2017] [Indexed: 01/22/2023] Open
Abstract
The kidding rate is one of the most important economic traits for goat production, but the genetic mechanism that is associated with ovulation rate is poorly understood. Recently, increasing evidence has suggested that microRNAs (miRNAs) influence ovarian biological processes. The present study provides the first comparison of the ovarian miRNAs of prolific Jintang black goats (JTGs) and non-prolific Tibetan goats (TBGs) during the follicular phase using RNA-Seq technology. We generated 11.19 million (M) and 11.34 M clean reads from the TBG and JTG libraries, respectively, from which a total of 389 known miRNAs were identified and 142 novel miRNAs were predicted. A total of 191 miRNAs were differentially expressed between the two breeds. Among the 10 most abundant miRNAs, miR-21-5p was defined as differentially expressed miRNA with a higher level in the JTG library than in the TBG library, but the other miRNAs were not different between the breeds. The predicted miRNA-targeted genes were further analyzed by Gene Ontology and KEGG pathway analyses. The results revealed that miR-21, miR-99a, miRNA-143, let-7f, miR-493 and miR-200b may affect follicular development. These findings will increase the current understanding of the role of ovarian miRNAs in the regulation of ovulation rate in goats.
Collapse
Affiliation(s)
- Xiang-Dong Zi
- Key-Laboratory for Animal Science of State Ethnic Affairs Commission, Southwest University for Nationalities, Chengdu, 610041, P.R. China.
| | - Jian-Yuan Lu
- Key-Laboratory for Animal Science of State Ethnic Affairs Commission, Southwest University for Nationalities, Chengdu, 610041, P.R. China
| | - Li Ma
- Key-Laboratory for Animal Science of State Ethnic Affairs Commission, Southwest University for Nationalities, Chengdu, 610041, P.R. China
| |
Collapse
|
66
|
Su Y, Zhang Y, Huang N, Liu F, Su W, Xu L, Ahmad W, Wu Q, Guo J, Que Y. Small RNA sequencing reveals a role for sugarcane miRNAs and their targets in response to Sporisorium scitamineum infection. BMC Genomics 2017; 18:325. [PMID: 28438123 PMCID: PMC5404671 DOI: 10.1186/s12864-017-3716-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 04/21/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Sugarcane smut caused by Sporisorium scitamineum leads to a significant reduction in cane yield and sucrose content. MicroRNAs (miRNAs) play an important role in regulating plant responses to biotic stress. The present study was the first to use two sugarcane genotypes, YA05-179 (smut-resistant) and ROC22 (smut-susceptible), to identify differentially expressed miRNAs in sugarcane challenged with S. scitamineum by using high-throughput sequencing. RESULTS The predicted target gene number corresponding to known differentially expressed miRNAs in YA05-179 was less than that in ROC22, however most of them were in common. Expression of differential miRNAs under S. scitamineum challenge was mostly downregulated, with similar trends in the two varieties. Gene ontology (GO) analysis showed that the target gene classification of known miRNAs was similar to that of the newly identified miRNAs. These were mainly associated with cellular processes and metabolic processes in the biological process category, as well as combination and catalytic activity in the molecular function category. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis revealed that these predicted target genes involved in a series of physiological and biochemical pathways or disease resistance-related physiological metabolism and signal transduction pathways, suggesting that the molecular interaction mechanism between sugarcane and S. scitamineum was a complex network system. These findings also showed certain predicted target genes of miR5671, miR5054, miR5783, miR5221, and miR6478 play roles in the mitogen-activated protein kinase (MAPK) signaling pathway, plant hormone signal transduction, and plant-pathogen interaction. Quantitative real-time PCR (qRT-PCR) analysis showed that majority of the known miRNAs and its predicted target genes followed a negatively regulated mode. Seven out of eight predicted target genes showed identical expression after 12 h treatment and reached the highest degree of matching at 48 h, indicating that the regulatory role of miRNAs on the target genes in sugarcane was maximized at 48 h after S. scitamineum challenge. CONCLUSIONS Taken together, our findings serve as evidence for the association of miRNA expression with the molecular mechanism underlying the pathogenesis of sugarcane smut, particularly on the significance of miRNA levels in relation to the cultivation of smut-resistant sugarcane varieties.
Collapse
Affiliation(s)
- Yachun Su
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Yuye Zhang
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Ning Huang
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Feng Liu
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Weihua Su
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Liping Xu
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Waqar Ahmad
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Qibin Wu
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Jinlong Guo
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| | - Youxiong Que
- Key Laboratory of Sugarcane Biology and Genetic Breeding, Ministry of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, 350002 China
| |
Collapse
|
67
|
Kang W, Bang-Berthelsen CH, Holm A, Houben AJS, Müller AH, Thymann T, Pociot F, Estivill X, Friedländer MR. Survey of 800+ data sets from human tissue and body fluid reveals xenomiRs are likely artifacts. RNA (NEW YORK, N.Y.) 2017; 23:433-445. [PMID: 28062594 PMCID: PMC5340907 DOI: 10.1261/rna.059725.116] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 12/19/2016] [Indexed: 05/05/2023]
Abstract
miRNAs are small 22-nucleotide RNAs that can post-transcriptionally regulate gene expression. It has been proposed that dietary plant miRNAs can enter the human bloodstream and regulate host transcripts; however, these findings have been widely disputed. We here conduct the first comprehensive meta-study in the field, surveying the presence and abundances of cross-species miRNAs (xenomiRs) in 824 sequencing data sets from various human tissues and body fluids. We find that xenomiRs are commonly present in tissues (17%) and body fluids (69%); however, the abundances are low, comprising 0.001% of host human miRNA counts. Further, we do not detect a significant enrichment of xenomiRs in sequencing data originating from tissues and body fluids that are exposed to dietary intake (such as liver). Likewise, there is no significant depletion of xenomiRs in tissues and body fluids that are relatively separated from the main bloodstream (such as brain and cerebro-spinal fluids). Interestingly, the majority (81%) of body fluid xenomiRs stem from rodents, which are a rare human dietary contribution but common laboratory animals. Body fluid samples from the same studies tend to group together when clustered by xenomiR compositions, suggesting technical batch effects. Last, we performed carefully designed and controlled animal feeding studies, in which we detected no transfer of plant miRNAs into rat blood, or bovine milk sequences into piglet blood. In summary, our comprehensive computational and experimental results indicate that xenomiRs originate from technical artifacts rather than dietary intake.
Collapse
Affiliation(s)
- Wenjing Kang
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, S-10691 Stockholm, Sweden
| | - Claus Heiner Bang-Berthelsen
- Center for Non-Coding RNA in Technology and Health, University of Copenhagen, 1870 Copenhagen, Denmark
- Department of Diabetes Biology, Novo Nordisk, 2760 Måløv, Denmark
- National Food Institute, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Anja Holm
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, 2600 Glostrup, Denmark
| | - Anna J S Houben
- Bioinformatics and Genomics Program, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), 08002 Barcelona, Spain
| | - Anne Holt Müller
- Department of Clinical Experimental Research, Glostrup Research Institute, Rigshospitalet, 2600 Glostrup, Denmark
| | - Thomas Thymann
- Comparative Pediatrics and Nutrition, Department of Veterinary and Animal Science, University of Copenhagen, 1870 Frederiksberg C, Denmark
| | - Flemming Pociot
- Center for Non-Coding RNA in Technology and Health, University of Copenhagen, 1870 Copenhagen, Denmark
- Department of Paediatrics, Herlev Hospital, University of Copenhagen, 2730 Copenhagen, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Xavier Estivill
- Bioinformatics and Genomics Program, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), 08002 Barcelona, Spain
| | - Marc R Friedländer
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, S-10691 Stockholm, Sweden
| |
Collapse
|
68
|
Ge SX. Exploratory bioinformatics investigation reveals importance of "junk" DNA in early embryo development. BMC Genomics 2017; 18:200. [PMID: 28231763 PMCID: PMC5324221 DOI: 10.1186/s12864-017-3566-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 02/07/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Instead of testing predefined hypotheses, the goal of exploratory data analysis (EDA) is to find what data can tell us. Following this strategy, we re-analyzed a large body of genomic data to study the complex gene regulation in mouse pre-implantation development (PD). RESULTS Starting with a single-cell RNA-seq dataset consisting of 259 mouse embryonic cells derived from zygote to blastocyst stages, we reconstructed the temporal and spatial gene expression pattern during PD. The dynamics of gene expression can be partially explained by the enrichment of transposable elements in gene promoters and the similarity of expression profiles with those of corresponding transposons. Long Terminal Repeats (LTRs) are associated with transient, strong induction of many nearby genes at the 2-4 cell stages, probably by providing binding sites for Obox and other homeobox factors. B1 and B2 SINEs (Short Interspersed Nuclear Elements) are correlated with the upregulation of thousands of nearby genes during zygotic genome activation. Such enhancer-like effects are also found for human Alu and bovine tRNA SINEs. SINEs also seem to be predictive of gene expression in embryonic stem cells (ESCs), raising the possibility that they may also be involved in regulating pluripotency. We also identified many potential transcription factors underlying PD and discussed the evolutionary necessity of transposons in enhancing genetic diversity, especially for species with longer generation time. CONCLUSIONS Together with other recent studies, our results provide further evidence that many transposable elements may play a role in establishing the expression landscape in early embryos. It also demonstrates that exploratory bioinformatics investigation can pinpoint developmental pathways for further study, and serve as a strategy to generate novel insights from big genomic data.
Collapse
Affiliation(s)
- Steven Xijin Ge
- Department of Mathematics and Statistics, South Dakota State University, Box 2225, Brookings, SD, 57110, USA.
| |
Collapse
|
69
|
Yan Y, Yang X, Li TT, Gu KL, Hao J, Zhang Q, Wang Y. Significant differences of function and expression of microRNAs between ground state and serum-cultured pluripotent stem cells. J Genet Genomics 2017; 44:179-189. [PMID: 28411033 DOI: 10.1016/j.jgg.2017.01.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 01/16/2017] [Accepted: 01/16/2017] [Indexed: 01/08/2023]
Abstract
Serum- and 2i-cultured embryonic stem cells (ESCs) show different epigenetic landscapes and transcriptomic profiles. The difference in the function and expression of microRNAs (miRNAs) between these two states remains unclear. Here, we showed that 2i- and serum-cultured ESCs exhibited distinctive miRNA expression profiles with >100 miRNAs differentially expressed, and the expression changes were largely due to transcriptional regulation. We further characterized the function of miRNAs differentially expressed under two conditions and found that ESCs exhibited higher degree of dependency on miRNAs for rapid proliferation; since Dgcr8-/- or Dicer1-/- but not wild-type ESCs showed slower growth rate and more accumulation in the G1 phase under 2i than serum condition. More interestingly, introduction of various self-renewal-silencing miRNAs in wild-type or Dgcr8-/- ESCs failed to silence the self-renewal in 2i medium, but regained the ability to silence the self-renewal upon the addition of serum. Our findings reveal significant differences in the expression and function of miRNAs between serum- and 2i-cultured ESCs.
Collapse
Affiliation(s)
- Ying Yan
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Xi Yang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Ting-Ting Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100871, China
| | - Kai-Li Gu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Jing Hao
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Qiang Zhang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Yangming Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, Peking University, Beijing 100871, China.
| |
Collapse
|
70
|
Exosomes Derived from Embryonic Stem Cells as Potential Treatment for Cardiovascular Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 998:187-206. [DOI: 10.1007/978-981-10-4397-0_13] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|
71
|
Fernandes Q. MicroRNA: Defining a new niche in Leukemia. Blood Rev 2016; 31:129-138. [PMID: 28087197 DOI: 10.1016/j.blre.2016.11.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 09/10/2016] [Accepted: 11/22/2016] [Indexed: 12/19/2022]
Abstract
MicroRNAs (miRNAs) are endogenous short non-coding RNAs found to play key roles in the pathogenesis of leukemia. Apart from being traditionally identified as modulators of oncogenes, the potential roles of miRNAs seems to be growing with novel and recent findings among different subtypes of hematological malignancies. Leukemia is one of the earliest malignancies to be linked to abnormal expression of miRNAs. However, a clear understanding of the involvement of miRNAs in intricate mechanisms of leukemogenesis is still a necessity. This review summarizes the multiple roles of miRNAs in the pathogenesis of leukemia and highlights major research findings contributing to these aspects.
Collapse
|
72
|
Baumann FM, Yuzefpolskiy Y, Sarkar S, Kalia V. Dicer Regulates the Balance of Short-Lived Effector and Long-Lived Memory CD8 T Cell Lineages. PLoS One 2016; 11:e0162674. [PMID: 27627450 PMCID: PMC5023163 DOI: 10.1371/journal.pone.0162674] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Accepted: 08/28/2016] [Indexed: 12/30/2022] Open
Abstract
MicroRNAs constitute a major post-transcriptional mechanism for controlling protein expression, and are emerging as key regulators during T cell development and function. Recent reports of augmented CD8 T cell activation and effector differentiation, and aberrant migratory properties upon ablation of Dicer/miRNAs in naïve cells have established a regulatory role of miRNAs during priming. Whether miRNAs continue to exert similar functions or are dispensable during later stages of CD8 T cell expansion and memory differentiation remains unclear. Here, we report a critical role of Dicer/miRNAs in regulating the balance of long-lived memory and short-lived terminal effector fates during the post-priming stages when CD8 T cells undergo clonal expansion to generate a large cytotoxic T lymphocyte (CTL) pool and subsequently differentiate into a quiescent memory state. Conditional ablation of Dicer/miRNAs in early effector CD8 T cells following optimal activation and expression of granzyme B, using unique dicerfl/flgzmb-cre mice, led to a strikingly diminished peak effector size relative to wild-type antigen-specific cells in the same infectious milieu. Diminished expansion of Dicer-ablated CD8 T cells was associated with lack of sustained antigen-driven proliferation and reduced accumulation of short-lived effector cells. Additionally, Dicer-ablated CD8 T cells exhibited more pronounced contraction after pathogen clearance and comprised a significantly smaller proportion of the memory pool, despite significantly higher proportions of CD127Hi memory precursors at the effector peak. Combined with previous reports of dynamic changes in miRNA expression as CD8 T cells differentiate from naïve to effector and memory states, these findings support distinct stage-specific roles of miRNA-dependent gene regulation during CD8 T cell differentiation.
Collapse
Affiliation(s)
- Florian M. Baumann
- The Huck Institutes of Life Sciences, The Pennsylvania State University, University Park, PA, United States of America
| | - Yevgeniy Yuzefpolskiy
- The Huck Institutes of Life Sciences, The Pennsylvania State University, University Park, PA, United States of America
| | - Surojit Sarkar
- Department of Pediatrics, Division of Hematology and Oncology, University of Washington School of Medicine, Seattle, WA, United States of America; Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA, United States of America
- Department of Pathology, University of Washington School of Medicine, Seattle, WA, United States of America
| | - Vandana Kalia
- Department of Pediatrics, Division of Hematology and Oncology, University of Washington School of Medicine, Seattle, WA, United States of America; Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA, United States of America
- * E-mail:
| |
Collapse
|
73
|
Yang Q, Lin J, Liu M, Li R, Tian B, Zhang X, Xu B, Liu M, Zhang X, Li Y, Shi H, Wu L. Highly sensitive sequencing reveals dynamic modifications and activities of small RNAs in mouse oocytes and early embryos. SCIENCE ADVANCES 2016; 2:e1501482. [PMID: 27500274 PMCID: PMC4974095 DOI: 10.1126/sciadv.1501482] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 05/20/2016] [Indexed: 05/03/2023]
Abstract
Small RNAs play important roles in early embryonic development. However, their expression dynamics and modifications are poorly understood because of the scarcity of RNA that is obtainable for sequencing analysis. Using an improved deep sequencing method that requires as little as 10 ng of total RNA or 50 oocytes, we profile small RNAs in mouse oocytes and early embryos. We find that microRNA (miRNA) expression starts soon after fertilization, and the mature miRNAs carried into the zygote by sperm during fertilization are relatively rare compared to the oocyte miRNAs. Intriguingly, the zygotic miRNAs display a marked increase in 3' mono- and oligoadenylation in one- to two-cell embryos, which may protect the miRNAs from the massive degradation taking place during that time. Moreover, bioinformatics analyses show that the function of miRNA is suppressed from the oocyte to the two-cell stage and appears to be reactivated after the two-cell stage to regulate genes important in embryonic development. Our study thus provides a highly sensitive profiling method and valuable data sets for further examination of small RNAs in early embryos.
Collapse
Affiliation(s)
- Qiyuan Yang
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Jimin Lin
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Miao Liu
- China National Population and Family Planning Key Laboratory of Contraceptive Drugs and Devices, Shanghai Institute of Planned Parenthood Research, Shanghai 200032, China
| | - Ronghong Li
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Bin Tian
- Department of Microbiology, Biochemistry and Molecular Genetics, Rutgers New Jersey Medical School, Newark, NJ 07103, USA
| | - Xue Zhang
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Beiying Xu
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Mofang Liu
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Xuan Zhang
- China National Population and Family Planning Key Laboratory of Contraceptive Drugs and Devices, Shanghai Institute of Planned Parenthood Research, Shanghai 200032, China
| | - Yiping Li
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Huijuan Shi
- China National Population and Family Planning Key Laboratory of Contraceptive Drugs and Devices, Shanghai Institute of Planned Parenthood Research, Shanghai 200032, China
- Shanghai Key Laboratory of Reproductive Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
- Corresponding author. (H.S.); (L.W.)
| | - Ligang Wu
- State Key Laboratory of Molecular Biology, National Center for Protein Science Shanghai, Shanghai Science Research Center, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Shanghai Key Laboratory of Molecular Andrology, Shanghai Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- Corresponding author. (H.S.); (L.W.)
| |
Collapse
|
74
|
Bartram MP, Amendola E, Benzing T, Schermer B, de Vita G, Müller RU. Mice lacking microRNAs in Pax8-expressing cells develop hypothyroidism and end-stage renal failure. BMC Mol Biol 2016; 17:11. [PMID: 27090781 PMCID: PMC4835897 DOI: 10.1186/s12867-016-0064-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Accepted: 04/07/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Non-coding RNAs have gained increasing attention during the last decade. The first large group of non-coding RNAs to be characterized systematically starting at the beginning of the 21st century were small oligonucleotides--the so-called microRNAs (miRNAs). By now we have learnt that microRNAs are indispensable for most biological processes including organogenesis and maintenance of organ structure and function. The role of microRNAs has been studied extensively in the development of a number of organs, so far most studies focussed on e.g. the heart or the brain whilst the role of microRNAs in the development and maintenance of complex epithelial organs is less well understood. Furthermore most analyses regarding microRNA function in epithelial organs employed conditional knockout mouse models of the RNAse III Dicer to abrogate microRNA biogenesis. However, there is increasing evidence for Dicer to have multiple functions independent from microRNA maturation. Therefore Dicer independent models are needed to gain further insight into the complex biology of miRNA dependent processes. RESULTS Here we analyze the contribution of microRNA-dependent transcriptional control in Pax8-expressing epithelial cells. Pax8 is a transcription factor that is crucial to the development of epithelial organs. The miRNA machinery was disrupted by crossing conditional DiGeorge syndrome critical region 8 (Dgcr8) fl/fl mice to Pax8Cre mice. The Dgcr8/Drosha complex processes pri-miRNAs in the nucleus before they are exported as pre-miRNAs for further maturation by Dicer in the cytoplasm. Dgcr8 fl/fl; Pax8Cre+ knockout mice died prematurely, developed massive hypothyroidism and end stage renal disease due to a loss of miRNAs in Pax8 expressing tissue. CONCLUSION Pax8Cre-mediated conditional loss of DiGeorge syndrome critical region 8 (Dgcr8), an essential component of the nuclear machinery that is required for microRNA biogenesis, resulted in severe hypothyroidism, massively reduced body weight and ultimately led to renal failure and death of the animals. These data provide further insight into the importance of miRNAs in organ homeostasis using a Dicer independent model.
Collapse
Affiliation(s)
- Malte P Bartram
- Department II of Internal Medicine and Center for Molecular Medicine, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - Elena Amendola
- Dipartimento di Biologia e Patologia Cellulare e Molecolare, Università degli Studi di Napoli 'Federico II', Naples, Italy
| | - Thomas Benzing
- Department II of Internal Medicine and Center for Molecular Medicine, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.,Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany.,Systems Biology of Ageing Cologne, University of Cologne, Cologne, Germany
| | - Bernhard Schermer
- Department II of Internal Medicine and Center for Molecular Medicine, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany.,Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany.,Systems Biology of Ageing Cologne, University of Cologne, Cologne, Germany
| | - Gabriella de Vita
- Dipartimento di Biologia e Patologia Cellulare e Molecolare, Università degli Studi di Napoli 'Federico II', Naples, Italy
| | - Roman-Ulrich Müller
- Department II of Internal Medicine and Center for Molecular Medicine, University of Cologne, Kerpener Str. 62, 50937, Cologne, Germany. .,Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany. .,Systems Biology of Ageing Cologne, University of Cologne, Cologne, Germany.
| |
Collapse
|
75
|
Cakir O, Candar-Cakir B, Zhang B. Small RNA and degradome sequencing reveals important microRNA function in Astragalus chrysochlorus response to selenium stimuli. PLANT BIOTECHNOLOGY JOURNAL 2016; 14:543-56. [PMID: 25998129 PMCID: PMC11388920 DOI: 10.1111/pbi.12397] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Revised: 04/09/2015] [Accepted: 04/14/2015] [Indexed: 05/23/2023]
Abstract
Selenium (Se), an essential element, plays important roles in human health as well as environmental sustainability. Se hyperaccumulating plants are thought as an alternative selenium resource, recently. Astragalus species are known as hyperaccumulator of Se by converting it to nonaminoacid compounds. However, Se-metabolism-related hyperaccumulation is not elucidated in plants yet. MicroRNAs (miRNAs) are key molecules in many biological and metabolic processes via targeting mRNAs, which may also play an important role in Se accumulation in plants. In this study, we identified 418 known miRNAs, belonging to 380 families, and 151 novel miRNAs induced by Se exposure in Astragalus chyrsochlorus callus. Among known miRNAs, the expression of 287 families was common in both libraries, besides 71 families were expressed only in Se-treated sample, whereas 60 conserved families were expressed in control tissue. miR1507a, miR1869 and miR2867-3p were mostly up-regulated, whereas miR1507-5p and miR8781b were significantly down-regulated by Se exposure. Computational analysis shows that the targets of miRNAs are involved in different types of biological mechanisms including 47 types of cellular component, 103 types of molecular function and 144 types of biological process. Degradome analysis shows that 1256 mRNAs were targeted by 499 miRNAs. We conclude that some known and novel miRNAs such as miR167a, miR319, miR1507a, miR4346, miR7767-3p, miR7800, miR9748 and miR-n93 target transcription factors, disease resistance proteins and some specific genes like cysteine synthase and might be related to plant hormone signal transduction, plant-pathogen interaction and sulphur metabolism pathways.
Collapse
Affiliation(s)
- Ozgur Cakir
- Department of Molecular Biology and Genetics, Faculty of Science, Istanbul University, Istanbul, Turkey
- Department of Biology, East Carolina University, Greenville, NC, USA
| | - Bilgin Candar-Cakir
- Program of Molecular Biology and Genetics, Institute of Science, Istanbul University, Istanbul, Turkey
- Department of Biology, East Carolina University, Greenville, NC, USA
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC, USA
| |
Collapse
|
76
|
Diebel KW, Zhou K, Clarke AB, Bemis LT. Beyond the Ribosome: Extra-translational Functions of tRNA Fragments. Biomark Insights 2016; 11:1-8. [PMID: 26843810 PMCID: PMC4734663 DOI: 10.4137/bmi.s35904] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Revised: 12/17/2015] [Accepted: 12/17/2015] [Indexed: 01/05/2023] Open
Abstract
High-throughput sequencing studies of small RNAs reveal a complex milieu of noncoding RNAs in biological samples. Early data analysis was often limited to microRNAs due to their regulatory nature and potential as biomarkers; however, many more classes of noncoding RNAs are now being recognized. A class of fragments initially excluded from analysis were those derived from transfer RNAs (tRNAs) because they were thought to be degradation products. More recently, critical cellular function has been attributed to tRNA fragments (tRFs), and their conservation across all domains of life has propelled them into an emerging area of scientific study. The biogenesis of tRFs is currently being elucidated, and initial studies show that a diverse array of tRFs are generated from all parts of a tRNA molecule. The goal of this review was to present what is currently known about tRFs and their potential as biomarkers for the earlier detection of disease.
Collapse
Affiliation(s)
- Kevin W Diebel
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth campus, Duluth, MN, USA
| | - Kun Zhou
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth campus, Duluth, MN, USA
| | - Aaron B Clarke
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth campus, Duluth, MN, USA
| | - Lynne T Bemis
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth campus, Duluth, MN, USA
| |
Collapse
|
77
|
Gu KL, Zhang Q, Yan Y, Li TT, Duan FF, Hao J, Wang XW, Shi M, Wu DR, Guo WT, Wang Y. Pluripotency-associated miR-290/302 family of microRNAs promote the dismantling of naive pluripotency. Cell Res 2016; 26:350-66. [PMID: 26742694 PMCID: PMC4783473 DOI: 10.1038/cr.2016.2] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 11/16/2015] [Accepted: 11/20/2015] [Indexed: 01/20/2023] Open
Abstract
The molecular mechanism controlling the dismantling of naive pluripotency is poorly understood. Here we show that microRNAs (miRNAs) have important roles during naive to primed pluripotency transition. Dgcr8−/− embryonic stem cells (ESCs) failed to completely silence the naive pluripotency program, as well as to establish the primed pluripotency program during differentiation. miRNA profiling revealed that expression levels of a large number of miRNAs changed dynamically and rapidly during naive to primed pluripotency transition. Furthermore, a miRNA screen identified numerous miRNAs promoting naive to primed pluripotency transition. Unexpectedly, multiple miRNAs from miR-290 and miR-302 clusters, previously shown as pluripotency-promoting miRNAs, demonstrated the strongest effects in silencing naive pluripotency. Knockout of both miR-290 and miR-302 clusters but not either alone blocked the silencing of naive pluripotency program. Mechanistically, the miR-290/302 family of miRNAs may facilitate the exit of naive pluripotency in part by promoting the activity of MEK pathway and through directly repressing Akt1. Our study reveals miRNAs as an important class of regulators potentiating ESCs to transition from naive to primed pluripotency, and uncovers context-dependent functions of the miR-290/302 family of miRNAs at different developmental stages.
Collapse
Affiliation(s)
- Kai-Li Gu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Qiang Zhang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Ying Yan
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Ting-Ting Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Peking University, Beijing 100083, China
| | - Fei-Fei Duan
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Jing Hao
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Xi-Wen Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Ming Shi
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Da-Ren Wu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Wen-Ting Guo
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Yangming Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Science, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| |
Collapse
|
78
|
Wu J, Zheng S, Feng G, Yi H. Comparative Analysis of miRNAs and Their Target Transcripts between a Spontaneous Late-Ripening Sweet Orange Mutant and Its Wild-Type Using Small RNA and Degradome Sequencing. FRONTIERS IN PLANT SCIENCE 2016; 7:1416. [PMID: 27708662 PMCID: PMC5030777 DOI: 10.3389/fpls.2016.01416] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 09/06/2016] [Indexed: 05/04/2023]
Abstract
Fruit ripening in citrus is not well-understood at the molecular level. Knowledge of the regulatory mechanism of citrus fruit ripening at the post-transcriptional level in particular is lacking. Here, we comparatively analyzed the miRNAs and their target genes in a spontaneous late-ripening mutant, "Fengwan" sweet orange (MT) (Citrus sinensis L. Osbeck), and its wild-type counterpart ("Fengjie 72-1," WT). Using high-throughput sequencing of small RNAs and RNA degradome tags, we identified 107 known and 21 novel miRNAs, as well as 225 target genes. A total of 24 miRNAs (16 known miRNAs and 8 novel miRNAs) were shown to be differentially expressed between MT and WT. The expression pattern of several key miRNAs and their target genes during citrus fruit development and ripening stages was examined. Csi-miR156k, csi-miR159, and csi-miR166d suppressed specific transcription factors (GAMYBs, SPLs, and ATHBs) that are supposed to be important regulators involved in citrus fruit development and ripening. In the present study, miRNA-mediated silencing of target genes was found under complicated and sensitive regulation in citrus fruit. The identification of miRNAs and their target genes provide new clues for future investigation of mechanisms that regulate citrus fruit ripening.
Collapse
|
79
|
Zhang PY, Li G, Deng ZJ, Liu LY, Chen L, Tang JZ, Wang YQ, Cao ST, Fang YX, Wen F, Xu Y, Chen X, Shi KQ, Li WF, Xie C, Tang KF. Dicer interacts with SIRT7 and regulates H3K18 deacetylation in response to DNA damaging agents. Nucleic Acids Res 2015; 44:3629-42. [PMID: 26704979 PMCID: PMC4856966 DOI: 10.1093/nar/gkv1504] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 12/10/2015] [Indexed: 01/14/2023] Open
Abstract
Dicer participates in heterochromatin formation in fission yeast and plants. However, whether it has a similar role in mammals remains controversial. Here we showed that the human Dicer protein interacts with SIRT7, an NAD+-dependent H3K18Ac (acetylated lysine 18 of histone H3) deacetylase, and holds a proportion of SIRT7 in the cytoplasm. Dicer knockdown led to an increase of chromatin-associated SIRT7 and simultaneously a decrease of cytoplasmic SIRT7, while its overexpression induced SIRT7 reduction in the chromatin-associated fraction and increment in the cytoplasm. Furthermore, DNA damaging agents promoted Dicer expression, leading to decreased level of chromatin-associated SIRT7 and increased level of H3K18Ac, which can be alleviated by Dicer knockdown. Taken together with that H3K18Ac was exclusively associated with the chromatin, our findings suggest that Dicer induction by DNA damaging treatments prevents H3K18Ac deacetylation, probably by trapping more SIRT7 in the cytoplasm.
Collapse
Affiliation(s)
- Pei-Ying Zhang
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Cancer Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Guiling Li
- Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Zhu-Jun Deng
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Cancer Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Li-Yuan Liu
- Department of Infection and Liver Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Li Chen
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Cancer Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Jun-Zhou Tang
- Research Institute of Surgery, Daping Hospital, Third Military Medical University, Chongqing 400042, P.R. China
| | - Yu-Qun Wang
- Department of Infection and Liver Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Su-Ting Cao
- Department of Infection and Liver Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Yu-Xiao Fang
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Cancer Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Fuping Wen
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Yunsheng Xu
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Department of Dermato-Venereology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Xiaoming Chen
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Department of Pediatric Surgery, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Ke-Qing Shi
- Department of Infection and Liver Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Wen-Feng Li
- Department of Radiation Oncology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Congying Xie
- Department of Radiation Oncology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| | - Kai-Fu Tang
- Institute of Translational Medicine, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Cancer Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou 325015, Zhejiang, P.R. China
| |
Collapse
|
80
|
Jin HY, Gonzalez-Martin A, Miletic AV, Lai M, Knight S, Sabouri-Ghomi M, Head SR, Macauley MS, Rickert RC, Xiao C. Transfection of microRNA Mimics Should Be Used with Caution. Front Genet 2015; 6:340. [PMID: 26697058 PMCID: PMC4667072 DOI: 10.3389/fgene.2015.00340] [Citation(s) in RCA: 134] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 11/12/2015] [Indexed: 12/19/2022] Open
Abstract
Transient transfection of chemically synthesized microRNA (miRNA) mimics is being used extensively to study the functions and mechanisms of endogenous miRNAs. However, it remains unclear whether transfected miRNAs behave similarly to endogenous miRNAs. Here we show that transient transfection of miRNA mimics into HeLa cells by a commonly used method led to the accumulation of high molecular weight RNA species and a few hundred fold increase in mature miRNA levels. In contrast, expression of the same miRNAs through lentiviral infection or plasmid transfection of HeLa cells, transgenic expression in primary lymphocytes, and endogenous overexpression in lymphoma and leukemia cell lines did not lead to the appearance of high molecular weight RNA species. The increase of mature miRNA levels in these cells was below 10-fold, which was sufficient to suppress target gene expression and to drive lymphoma development in mice. Moreover, transient transfection of miRNA mimics at high concentrations caused non-specific alterations in gene expression, while at low concentrations achieved expression levels comparable to other methods but failed to efficiently suppress target gene expression. Small RNA deep sequencing analysis revealed that the guide strands of miRNA mimics were frequently mutated, while unnatural passenger strands of some miRNA mimics accumulated to high levels. The high molecular weight RNA species were a heterogeneous mixture of several classes of RNA species generated by concatemerization, 5'- and 3'-end tailing of miRNA mimics. We speculate that the supraphysiological levels of mature miRNAs and these artifactual RNA species led to non-specific changes in gene expression. Our results have important implications for the design and interpretation of experiments primarily employing transient transfection of miRNA mimics.
Collapse
Affiliation(s)
- Hyun Yong Jin
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA ; Kellogg School of Science and Technology, The Scripps Research Institute La Jolla, CA, USA
| | - Alicia Gonzalez-Martin
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA
| | - Ana V Miletic
- Program on Immunity and Pathogenesis, Sanford-Burnham Medical Research Institute La Jolla, CA, USA
| | - Maoyi Lai
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA
| | - Sarah Knight
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA ; Department of Cell and Molecular Biology, The Scripps Research Institute La Jolla, CA, USA ; Department of Chemical Physiology, The Scripps Research Institute La Jolla, CA, USA
| | - Mohsen Sabouri-Ghomi
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA
| | - Steven R Head
- Next Generation Sequencing Core, The Scripps Research Institute La Jolla, CA, USA
| | - Matthew S Macauley
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA ; Department of Cell and Molecular Biology, The Scripps Research Institute La Jolla, CA, USA ; Department of Chemical Physiology, The Scripps Research Institute La Jolla, CA, USA
| | - Robert C Rickert
- Program on Immunity and Pathogenesis, Sanford-Burnham Medical Research Institute La Jolla, CA, USA
| | - Changchun Xiao
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA
| |
Collapse
|
81
|
Jin HY, Xiao C. MicroRNA Mechanisms of Action: What have We Learned from Mice? Front Genet 2015; 6:328. [PMID: 26635864 PMCID: PMC4644800 DOI: 10.3389/fgene.2015.00328] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 10/22/2015] [Indexed: 12/12/2022] Open
Affiliation(s)
- Hyun Yong Jin
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA ; Kellogg School of Science and Technology, The Scripps Research Institute La Jolla, CA, USA
| | - Changchun Xiao
- Department of Immunology and Microbial Science, The Scripps Research Institute La Jolla, CA, USA
| |
Collapse
|
82
|
Derks KWJ, Misovic B, van den Hout MCGN, Kockx CEM, Gomez CP, Brouwer RWW, Vrieling H, Hoeijmakers JHJ, van IJcken WFJ, Pothof J. Deciphering the RNA landscape by RNAome sequencing. RNA Biol 2015; 12:30-42. [PMID: 25826412 PMCID: PMC4615683 DOI: 10.1080/15476286.2015.1017202] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Current RNA expression profiling methods rely on enrichment steps for specific RNA classes, thereby not detecting all RNA species in an unperturbed manner. We report strand-specific RNAome sequencing that determines expression of small and large RNAs from rRNA-depleted total RNA in a single sequence run. Since current analysis pipelines cannot reliably analyze small and large RNAs simultaneously, we developed TRAP, Total Rna Analysis Pipeline, a robust interface that is also compatible with existing RNA sequencing protocols. RNAome sequencing quantitatively preserved all RNA classes, allowing cross-class comparisons that facilitates the identification of relationships between different RNA classes. We demonstrate the strength of RNAome sequencing in mouse embryonic stem cells treated with cisplatin. MicroRNA and mRNA expression in RNAome sequencing significantly correlated between replicates and was in concordance with both existing RNA sequencing methods and gene expression arrays generated from the same samples. Moreover, RNAome sequencing also detected additional RNA classes such as enhancer RNAs, anti-sense RNAs, novel RNA species and numerous differentially expressed RNAs undetectable by other methods. At the level of complete RNA classes, RNAome sequencing also identified a specific global repression of the microRNA and microRNA isoform classes after cisplatin treatment whereas all other classes such as mRNAs were unchanged. These characteristics of RNAome sequencing will significantly improve expression analysis as well as studies on RNA biology not covered by existing methods.
Collapse
Key Words
- DEGs, differentially expressed genes
- NGS, next generation sequencing
- RNA abundance
- RNA expression
- RNAome
- eRNA, enhancer RNA
- isomiRs, microRNA isoforms.
- lncRNAs, long non-coding RNA
- mRNASeq, mRNA sequencing
- non-coding RNA
- poly(A), poly-adenylation
- rRNA, ribosomal RNA
- smallRNASeq, small non-coding RNA sequencing
- snoRNAs, small nucleolar RNAs
- strand-specific RNA-sequencing
- whole transcriptome
Collapse
Affiliation(s)
- Kasper W J Derks
- a Department of Genetics; Netherlands Toxicogenomics Center; Erasmus University Medical Center ; Rotterdam , The Netherlands
| | | | | | | | | | | | | | | | | | | |
Collapse
|
83
|
Kanellopoulou C, Gilpatrick T, Kilaru G, Burr P, Nguyen CK, Morawski A, Lenardo MJ, Muljo SA. Reprogramming of Polycomb-Mediated Gene Silencing in Embryonic Stem Cells by the miR-290 Family and the Methyltransferase Ash1l. Stem Cell Reports 2015; 5:971-978. [PMID: 26549848 PMCID: PMC4682067 DOI: 10.1016/j.stemcr.2015.10.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Revised: 10/01/2015] [Accepted: 10/02/2015] [Indexed: 11/17/2022] Open
Abstract
Members of the miR-290 family are the most abundantly expressed microRNAs (miRNAs) in mouse embryonic stem cells (ESCs). They regulate aspects of differentiation, pluripotency, and proliferation of ESCs, but the molecular program that they control has not been fully delineated. In the absence of Dicer, ESCs fail to express mature miR-290 miRNAs and have selective aberrant overexpression of Hoxa, Hoxb, Hoxc, and Hoxd genes essential for body plan patterning during embryogenesis, but they do not undergo a full differentiation program. Introduction of mature miR-291 into DCR−/− ESCs restores Hox gene silencing. This was attributed to the unexpected regulation of Polycomb-mediated gene targeting by miR-291. We identified the methyltransferase Ash1l as a pivotal target of miR-291 mediating this effect. Collectively, our data shed light on the role of Dicer in ESC homeostasis by revealing a facet of molecular regulation by the miR-290 family. Silencing of Hox genes in ESCs is defective in the absence of Dicer A member of the miR-290 family is sufficient to rescue the Hox gene-silencing defect There is widespread Polycomb deregulation in Dicer-deficient ESCs miR-290 can restore Polycomb localization by regulating Ash1l
Collapse
Affiliation(s)
- Chryssa Kanellopoulou
- Molecular Development of the Immune System Section, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Timothy Gilpatrick
- Molecular Development of the Immune System Section, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Gokhul Kilaru
- Integrative Immunobiology Unit, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Patrick Burr
- Integrative Immunobiology Unit, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Cuong K Nguyen
- Integrative Immunobiology Unit, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Aaron Morawski
- Molecular Development of the Immune System Section, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Michael J Lenardo
- Molecular Development of the Immune System Section, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA.
| | - Stefan A Muljo
- Integrative Immunobiology Unit, Laboratory of Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA.
| |
Collapse
|
84
|
Mondal TK, Ganie SA, Debnath AB. Identification of Novel and Conserved miRNAs from Extreme Halophyte, Oryza coarctata, a Wild Relative of Rice. PLoS One 2015; 10:e0140675. [PMID: 26506249 PMCID: PMC4623511 DOI: 10.1371/journal.pone.0140675] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 09/29/2015] [Indexed: 01/25/2023] Open
Abstract
Oryza coarctata, a halophyte and wild relative of rice, is grown normally in saline water. MicroRNAs (miRNAs) are non-coding RNAs that play pivotal roles in every domain of life including stress response. There are very few reports on the discovery of salt-responsive miRNAs from halophytes. In this study, two small RNA libraries, one each from the control and salt-treated (450 mM NaCl for 24 h) leaves of O. coarctata were sequenced, which yielded 338 known and 95 novel miRNAs. Additionally, we used publicly available transcriptomics data of O. coarctata which led to the discovery of additional 48 conserved miRNAs along with their pre-miRNA sequences through in silico analysis. In total, 36 known and 7 novel miRNAs were up-regulated whereas, 12 known and 7 novel miRNAs were down-regulated under salinity stress. Further, 233 and 154 target genes were predicted for 48 known and 14 novel differentially regulated miRNAs respectively. These targets with the help of gene ontology analysis were found to be involved in several important biological processes that could be involved in salinity tolerance. Relative expression trends of majority of the miRNAs as detected by real time-PCR as well as predicted by Illumina sequencing were found to be coherent. Additionally, expression of most of the target genes was negatively correlated with their corresponding miRNAs. Thus, the present study provides an account of miRNA-target networking that is involved in salinity adaption of O. coarctata.
Collapse
Affiliation(s)
- Tapan Kumar Mondal
- Division of Genomic Resources, National Bureau of Plant Genetic Resources, Pusa, IARI Campus, New Delhi-4, 110012, India
| | - Showkat Ahmad Ganie
- Division of Genomic Resources, National Bureau of Plant Genetic Resources, Pusa, IARI Campus, New Delhi-4, 110012, India
| | - Ananda Bhusan Debnath
- Division of Genomic Resources, National Bureau of Plant Genetic Resources, Pusa, IARI Campus, New Delhi-4, 110012, India
| |
Collapse
|
85
|
Xu LN, Ling YH, Wang YQ, Wang ZY, Hu BJ, Zhou ZY, Hu F, He KL. Identification of differentially expressed microRNAs between Bacillus thuringiensis Cry1Ab-resistant and -susceptible strains of Ostrinia furnacalis. Sci Rep 2015; 5:15461. [PMID: 26486179 PMCID: PMC4614346 DOI: 10.1038/srep15461] [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: 03/26/2015] [Accepted: 09/23/2015] [Indexed: 01/25/2023] Open
Abstract
The Asian corn borer (ACB), Ostrinia furnacalis (Guenée), can develop strong resistance to Cry1Ab, the most widely commercialized Cry toxin for Bt maize worldwide. It is essential to understand the mechanism of resistance for management of this species, but information on the post-transcriptional regulation of Bt resistance in this target insect is limited. In the present study, RNA was extracted from the ACB in various larval stages (1–5 instar) from Cry1Ab-sensitive (ACB-BtS) and -resistant (ACB-AbR) strains, each of which included two biological replicates. Using Illumina sequencing, a total of 23,809,890 high-quality reads were collected from the four ACB libraries. The numbers of known microRNAs (miRNAs) were 302 and 395 for ACB-BtS and 268 and 287 for ACB-AbR. Using Mireap software, we identified 32 and 16 potential novel miRNAs for ACB-BtS and 18 and 22 for ACB-AbR. Among them, 21 known and 1 novel miRNAs had significantly different expression between ACB-BtS and ACB-AbR. Several miRNAs were observed to target potential Bt receptor genes, such as aminopeptidase N and cadherin-like protein. The glycosylphosphatidylinositol-anchor biosynthetic process and ABC transporters pathway were identified through Gene Ontology and KEGG pathway analysis of target genes of the differentially expressed miRNAs.
Collapse
Affiliation(s)
- Li-Na Xu
- Institute of Plant Protection and Agro-Products Safety, Anhui Academy of Agricultural Sciences, Hefei, Anhui 230031, China.,The State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Ying-Hui Ling
- College of Animal Science and Technology, Anhui Agricultural University, Hefei, Anhui 230036, China
| | - Yue-Qin Wang
- The State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Zhen-Ying Wang
- The State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Ben-Jin Hu
- Institute of Plant Protection and Agro-Products Safety, Anhui Academy of Agricultural Sciences, Hefei, Anhui 230031, China
| | - Zi-Yan Zhou
- Institute of Plant Protection and Agro-Products Safety, Anhui Academy of Agricultural Sciences, Hefei, Anhui 230031, China
| | - Fei Hu
- Institute of Plant Protection and Agro-Products Safety, Anhui Academy of Agricultural Sciences, Hefei, Anhui 230031, China
| | - Kang-Lai He
- The State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| |
Collapse
|
86
|
Phua YL, Chu JYS, Marrone AK, Bodnar AJ, Sims-Lucas S, Ho J. Renal stromal miRNAs are required for normal nephrogenesis and glomerular mesangial survival. Physiol Rep 2015; 3:3/10/e12537. [PMID: 26438731 PMCID: PMC4632944 DOI: 10.14814/phy2.12537] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
MicroRNAs are small noncoding RNAs that post-transcriptionally regulate mRNA levels. While previous studies have demonstrated that miRNAs are indispensable in the nephron progenitor and ureteric bud lineage, little is understood about stromal miRNAs during kidney development. The renal stroma (marked by expression of FoxD1) gives rise to the renal interstitium, a subset of peritubular capillaries, and multiple supportive vascular cell types including pericytes and the glomerular mesangium. In this study, we generated FoxD1GC;Dicerfl/fl transgenic mice that lack miRNA biogenesis in the FoxD1 lineage. Loss of Dicer activity resulted in multifaceted renal anomalies including perturbed nephrogenesis, expansion of nephron progenitors, decreased renin-expressing cells, fewer smooth muscle afferent arterioles, and progressive mesangial cell loss in mature glomeruli. Although the initial lineage specification of FoxD1+ stroma was not perturbed, both the glomerular mesangium and renal interstitium exhibited ectopic apoptosis, which was associated with increased expression of Bcl2l11 (Bim) and p53 effector genes (Bax, Trp53inp1, Jun, Cdkn1a, Mmp2, and Arid3a). Using a combination of high-throughput miRNA profiling of the FoxD1+-derived cells and mRNA profiling of differentially expressed transcripts in FoxD1GC;Dicerfl/fl kidneys, at least 72 miRNA:mRNA target interactions were identified to be suppressive of the apoptotic program. Together, the results support an indispensable role for stromal miRNAs in the regulation of apoptosis during kidney development.
Collapse
Affiliation(s)
- Yu Leng Phua
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jessica Y S Chu
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - April K Marrone
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Andrew J Bodnar
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Sunder Sims-Lucas
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jacqueline Ho
- Rangos Research Center, School of Medicine, Children's Hospital of Pittsburgh of UPMC University of Pittsburgh, Pittsburgh, Pennsylvania Department of Pediatrics, Division of Nephrology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| |
Collapse
|
87
|
Liu J, Xu Y, Shu B, Wang P, Tang J, Chen L, Qi S, Liu X, Xie J. Quantification of the differential expression levels of microRNA-203 in different degrees of diabetic foot. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2015; 8:13416-13420. [PMID: 26722550 PMCID: PMC4680495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/09/2015] [Accepted: 09/25/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND As a common and important complication of diabetes, foot ulcers are characterized by high incidence, poor prognosis and variation in the clinical presentation. The current methods for classification of the diabetic foot are many, but few of them are validated owing to the lack of specific and accurate laboratory index. Thus, the development of new bio-markers to assess and manage diabetic foot is of high importance. METHODS 46 patients who had undergone wound repairing operation were included in this study and skin tissue samples around the ulcers were collected during the operation. In accordance with The Wound Score of Strauss, all subjects were divided into four groups, such as normal skins group, healthy wounds group, problem wounds group and futile wounds group, and respectively, there are 6, 4, 22, 14 individuals in each group. For each group, we assessed the expression profile of microRNAs (miRNAs) in each skin tissue sample by TaqMan probe-based qRT-PCR assay. RESULT Skin-enriched microRNA-203 (miR-203) was readily detected in skin tissue samples, and, in contrast to normal skin tissue, samples from patient with diabetic foot ulcers significantly have a higher expression level in miR-203. Moreover, our study demonstrated the first time that expression profile of miR-203 was positively correlated with the severity of diabetic foot ulcers. Compared with other parameters in wound scoring systems for the assessment of severity of diabetic foot ulcers, the determination for miR-203 was more accurate and validated. CONCLUSION Our results demonstrated that expression profile of miR-203 in diabetic foot had a positive correlation with the severity of diabetic foot ulcers, which indicated that miR-203 can be served as a new, accurate and validated bio-marker for evaluating the severity of diabetic foot ulcers in clinic. The significant finding of the study: Quantification of miR-203 in different degrees of diabetic foot. This study adds a new bio-marker for evaluation and management of diabetic foot.
Collapse
Affiliation(s)
- Jian Liu
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Yingbin Xu
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Bin Shu
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Peng Wang
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Jinming Tang
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Lei Chen
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Shaohai Qi
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Xusheng Liu
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| | - Julin Xie
- Department of Burns, The First Affiliated Hospital of Sun Yat-sen University Guangzhou, Guangdong, P. R. China
| |
Collapse
|
88
|
Feltzin VL, Khaladkar M, Abe M, Parisi M, Hendriks G, Kim J, Bonini NM. The exonuclease Nibbler regulates age-associated traits and modulates piRNA length in Drosophila. Aging Cell 2015; 14:443-52. [PMID: 25754031 PMCID: PMC4406673 DOI: 10.1111/acel.12323] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/04/2015] [Indexed: 12/21/2022] Open
Abstract
Nibbler (Nbr) is a 3'-to-5' exonuclease that trims the 3'end of microRNAs (miRNAs) to generate different length patterns of miRNAs in Drosophila. Despite its effect on miRNAs, we lack knowledge of its biological significance and whether Nbr affects other classes of small RNAs such as piRNAs and endo-siRNAs. Here, we characterized the in vivo function of nbr by defining the Nbr protein expression pattern and loss-of-function effects. Nbr protein is enriched in the ovary and head. Analysis of nbr null animals reveals adult-stage defects that progress with age, including held-up wings, decreased locomotion, and brain vacuoles, indicative of accelerated age-associated processes upon nbr loss. Importantly, these effects depend on catalytic residues in the Nbr exonuclease domain, indicating that the catalytic activity is responsible for these effects. Given the impact of nbr on miRNAs, we also analyzed the effect of nbr on piRNA and endo-siRNA lengths by deep-sequence analysis of libraries from ovaries. As with miRNAs, nbr mutation led to longer length piRNAs - an effect that was dependent on the catalytic residues of the exonuclease domain. These analyses indicate a role of nbr on age-associated processes and to modulate length of multiple classes of small RNAs including miRNAs and piRNAs in Drosophila.
Collapse
Affiliation(s)
| | - Mugdha Khaladkar
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
- Penn Genome Frontiers Institute University of Pennsylvania Philadelphia PA 19104 USA
| | - Masashi Abe
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
| | - Michael Parisi
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
| | - Gert‐Jan Hendriks
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
| | - Junhyong Kim
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
- Penn Genome Frontiers Institute University of Pennsylvania Philadelphia PA 19104 USA
| | - Nancy M. Bonini
- Department of Biology University of Pennsylvania Philadelphia PA 19104 USA
| |
Collapse
|
89
|
Sahasrabuddhe NA, Huang TC, Kumar P, Yang Y, Ghosh B, Leach SD, Chaerkady R, Pandey A. Ablation of Dicer leads to widespread perturbation of signaling pathways. Biochem Biophys Res Commun 2015; 463:389-94. [PMID: 26032504 DOI: 10.1016/j.bbrc.2015.05.077] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 05/15/2015] [Indexed: 10/23/2022]
Abstract
Dicer is an essential ribonuclease involved in the biogenesis of miRNAs. Previous studies have reported downregulation of Dicer in multiple cancers including hepatocellular carcinoma. To identify signaling pathways that are altered upon Dicer depletion, we carried out quantitative phosphotyrosine profiling of liver tissue from Dicer knockout mice. We employed antibody-based enrichment of phosphotyrosine containing peptides coupled with SILAC spike-in approach for quantitation. High resolution mass spectrometry-based analysis identified 349 phosphotyrosine peptides corresponding to 306 unique phosphosites of which 75 were hyperphosphorylated and 78 were hypophosphorylated. Several receptor tyrosine kinases including MET, PDGF receptor alpha, Insulin-like growth factor 1 and Insulin receptor as well as non-receptor tyrosine kinases such as Src family kinases were found to be hyperphosphorylated upon depletion of Dicer. In addition, signaling molecules such as IRS-2 and STAT3 were hyperphosphorylated. Activation of these signaling pathways has been implicated previously in various types of cancers. Interestingly, we observed hypophosphorylation of molecules including focal adhesion kinase and paxillin. Our study profiles the perturbed signaling pathways in response to dysregulated miRNAs resulting from depletion of Dicer. Our findings warrant further studies to investigate oncogenic effects of downregulation of Dicer in cancers.
Collapse
Affiliation(s)
- Nandini A Sahasrabuddhe
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, India; Manipal University, Madhav Nagar, Manipal 576104, India
| | - Tai-Chung Huang
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Praveen Kumar
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, India
| | - Yi Yang
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Bidyut Ghosh
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Steven D Leach
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Raghothama Chaerkady
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, India; Manipal University, Madhav Nagar, Manipal 576104, India; McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Akhilesh Pandey
- Institute of Bioinformatics, International Technology Park, Bangalore 560066, India; McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
| |
Collapse
|
90
|
Gebert D, Ketting RF, Zischler H, Rosenkranz D. piRNAs from Pig Testis Provide Evidence for a Conserved Role of the Piwi Pathway in Post-Transcriptional Gene Regulation in Mammals. PLoS One 2015; 10:e0124860. [PMID: 25950437 PMCID: PMC4423968 DOI: 10.1371/journal.pone.0124860] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Accepted: 03/10/2015] [Indexed: 12/31/2022] Open
Abstract
Piwi-interacting (pi-) RNAs guide germline-expressed Piwi proteins in order to suppress the activity of transposable elements (TEs). But notably, the majority of pachytene piRNAs in mammalian testes is not related to TEs. This raises the question of whether the Piwi/piRNA pathway exerts functions beyond TE silencing. Although gene-derived piRNAs were described many times, a possible gene-regulatory function was doubted due to the absence of antisense piRNAs. Here we sequenced and analyzed piRNAs expressed in the adult testis of the pig, as this taxon possesses the full set of mammalian Piwi paralogs while their spermatozoa are marked by an extreme fitness due to selective breeding. We provide an exhaustive characterization of porcine piRNAs and genomic piRNA clusters. Moreover, we reveal that both sense and antisense piRNAs derive from protein-coding genes, while exhibiting features that clearly show that they originate from the Piwi/piRNA-mediated post-transcriptional silencing pathway, commonly referred to as ping-pong cycle. We further show that the majority of identified piRNA clusters in the porcine genome spans exonic sequences of protein-coding genes or pseudogenes, which reveals a mechanism by which primary antisense piRNAs directed against mRNA can be generated. Our data provide evidence that spliced mRNAs, derived from such loci, are not only targeted by piRNAs but are also subject to ping-pong cycle processing. Finally, we demonstrate that homologous genes are targeted and processed by piRNAs in pig, mouse and human. Altogether, this strongly suggests a conserved role for the mammalian Piwi/piRNA pathway in post-transcriptional regulation of protein-coding genes, which did not receive much attention so far.
Collapse
Affiliation(s)
- Daniel Gebert
- Institute of Anthropology, Johannes Gutenberg-University, Mainz, Germany
| | | | - Hans Zischler
- Institute of Anthropology, Johannes Gutenberg-University, Mainz, Germany
| | - David Rosenkranz
- Institute of Anthropology, Johannes Gutenberg-University, Mainz, Germany
- * E-mail:
| |
Collapse
|
91
|
Loss of Dgcr8-mediated microRNA expression in the kidney results in hydronephrosis and renal malformation. BMC Nephrol 2015; 16:55. [PMID: 25881298 PMCID: PMC4445526 DOI: 10.1186/s12882-015-0053-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 04/07/2015] [Indexed: 11/10/2022] Open
Abstract
Background Small non-coding RNA molecules (miRNAs) play a pivotal role in regulating gene expression in development. miRNAs regulate key processes at the cellular level and thereby influence organismal and tissue development including kidney morphogenesis. A miRNA molecule is initially synthesized as a longer hairneedle-shaped RNA transcript and then processed through an enzymatic complex that contains the RNA-processing enzyme Drosha and its essential interactor Dgcr8. Resulting pre-miRNAs are then cleaved by Dicer. Recent data showed that loss of Dicer resulted in severe developmental kidney phenotypes. However, as Dicer has multiple miRNA-independent functions, it was not entirely clear whether the observed renal phenotypes could be exclusively attributed to a lack of miRNA expression. Methods We analyzed the role of miRNAs in kidney development by conditional gene deletion of Dgcr8 in the developing kidney using a transgenic mouse line that expresses Cre recombinase in the distal nephron and derivatives of the ureteric bud in kidney development. Results Animals with a gene deletion of Dgcr8 in these tissues developed severe hydronephrosis, kidney cysts, progressive renal failure and premature death within the first two months after birth, a phenotype strongly resembling Dicer deletion. Conclusions Here we show that conditional gene deletion of the essential miRNA-processing enzyme Dgcr8 in the developing renal tubular system results in severe developmental defects and kidney failure. These data confirm earlier findings obtained in Dicer knock-out animals and clearly illustrate the essential role of miRNAs in kidney development. The data suggests that miRNA dysregulation may play an important, yet ill-defined role in the pathogenesis of inborn defects of the genitourinary system and indicate that miRNA defects may be causative in the development of human disease. Electronic supplementary material The online version of this article (doi:10.1186/s12882-015-0053-1) contains supplementary material, which is available to authorized users.
Collapse
|
92
|
Sequence features of Drosha and Dicer cleavage sites affect the complexity of isomiRs. Int J Mol Sci 2015; 16:8110-27. [PMID: 25867481 PMCID: PMC4425070 DOI: 10.3390/ijms16048110] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Revised: 03/25/2015] [Accepted: 03/27/2015] [Indexed: 11/16/2022] Open
Abstract
The deep-sequencing of small RNAs has revealed that different numbers and proportions of miRNA variants called isomiRs are formed from single miRNA genes and that this effect is attributable mainly to imprecise cleavage by Drosha and Dicer. Factors that influence the degree of cleavage precision of Drosha and Dicer are under investigation, and their identification may improve our understanding of the mechanisms by which cells modulate the regulatory potential of miRNAs. In this study, we focused on the sequences and structural determinants of Drosha and Dicer cleavage sites, which may explain the generation of homogeneous miRNAs (in which a single isomiR strongly predominates) as well as the generation of heterogeneous miRNAs. Using deep-sequencing data for small RNAs, we demonstrate that the generation of homogeneous miRNAs requires more sequence constraints at the cleavage sites than the formation of heterogeneous miRNAs. Additionally, our results indicate that specific Drosha cleavage sites have more sequence determinants in miRNA precursors than specific cleavage sites for Dicer and that secondary structural motifs in the miRNA precursors influence the precision of Dicer cleavage. Together, we present the sequence and structural features of Drosha and Dicer cleavage sites that influence the heterogeneity of the released miRNAs.
Collapse
|
93
|
Bu D, Nan X, Wang F, Loor J, Wang J. Identification and characterization of microRNA sequences from bovine mammary epithelial cells. J Dairy Sci 2015; 98:1696-705. [DOI: 10.3168/jds.2014-8217] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 11/22/2014] [Indexed: 11/19/2022]
|
94
|
Identification and characterization of novel serum microRNAs in unstable angina pectoris and subclinical atherosclerotic patients. Exp Cell Res 2015; 333:220-227. [PMID: 25728006 DOI: 10.1016/j.yexcr.2015.01.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Revised: 01/10/2015] [Accepted: 01/12/2015] [Indexed: 11/23/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs) are involved in cardiac developmental and pathological processes, and serum profile is useful for identifying novel miRNAs. METHODS AND RESULTS Serum samples were collected from unstable angina pectoris (UAP) and subclinical atherosclerotic (AS) patients. Solexa sequencing was used to predict novel miRNAs in 15 control individuals, 15 AS patients and 15 UAP patients. After bioinformatics analysis and filtering out in the newest version of miRbase (version 20.0), three novel miRNAs were validated in 80 control individuals, 80 AS patients and 80 UAP patients by quantitative reverse transcriptase polymerase chain reaction. Two of the three novel microRNAs (N1 and N3) were expressed at the highest levels in the AS group. N1 had an area under curve (AUC) of 0.811 (95% confidence interval 0.743-0.880) for AS. N3 showed a moderate separation with an area under curve (AUC) of 0.748 (95% confidence interval 0.664-0.833) for AS. Combined the two novel microRNAs can significantly distinguish AS from control. CONCLUSIONS Three novel miRNAs were identified by Solexa sequencing and two of them may be new potential predictors for arthrosclerosis.
Collapse
|
95
|
Kang W, Friedländer MR. Computational Prediction of miRNA Genes from Small RNA Sequencing Data. Front Bioeng Biotechnol 2015; 3:7. [PMID: 25674563 PMCID: PMC4306309 DOI: 10.3389/fbioe.2015.00007] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 01/07/2015] [Indexed: 01/19/2023] Open
Abstract
Next-generation sequencing now for the first time allows researchers to gage the depth and variation of entire transcriptomes. However, now as rare transcripts can be detected that are present in cells at single copies, more advanced computational tools are needed to accurately annotate and profile them. microRNAs (miRNAs) are 22 nucleotide small RNAs (sRNAs) that post-transcriptionally reduce the output of protein coding genes. They have established roles in numerous biological processes, including cancers and other diseases. During miRNA biogenesis, the sRNAs are sequentially cleaved from precursor molecules that have a characteristic hairpin RNA structure. The vast majority of new miRNA genes that are discovered are mined from small RNA sequencing (sRNA-seq), which can detect more than a billion RNAs in a single run. However, given that many of the detected RNAs are degradation products from all types of transcripts, the accurate identification of miRNAs remain a non-trivial computational problem. Here, we review the tools available to predict animal miRNAs from sRNA sequencing data. We present tools for generalist and specialist use cases, including prediction from massively pooled data or in species without reference genome. We also present wet-lab methods used to validate predicted miRNAs, and approaches to computationally benchmark prediction accuracy. For each tool, we reference validation experiments and benchmarking efforts. Last, we discuss the future of the field.
Collapse
Affiliation(s)
- Wenjing Kang
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University , Stockholm , Sweden
| | - Marc R Friedländer
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University , Stockholm , Sweden
| |
Collapse
|
96
|
Cao Y, Guo WT, Tian S, He X, Wang XW, Liu X, Gu KL, Ma X, Huang D, Hu L, Cai Y, Zhang H, Wang Y, Gao P. miR-290/371-Mbd2-Myc circuit regulates glycolytic metabolism to promote pluripotency. EMBO J 2015; 34:609-23. [PMID: 25603933 DOI: 10.15252/embj.201490441] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Enhanced glycolysis is a main feature of pluripotent stem cells (PSCs) and is proposed to be important for the maintenance and induction of pluripotency. The molecular mechanism underlying enhanced glycolysis in PSCs is not clear. Using Dgcr8-/- mouse embryonic stem cells (ESCs) that lack mature miRNAs, we found that miR-290 cluster of miRNAs stimulates glycolysis by upregulating glycolytic enzymes Pkm2 and Ldha, which are also essential for the induction of pluripotency during reprogramming. Mechanistically, we identified Mbd2, a reader for methylated CpGs, as the target of miR-290 cluster that represses glycolysis and reprogramming. Furthermore, we discovered Myc as a key target of Mbd2 that controls metabolic switch in ESCs. Importantly, we demonstrated that miR-371 cluster, a human homolog of miR-290 cluster, stimulates glycolysis to promote the reprogramming of human fibroblasts. Hence, we identified a previously unappreciated mechanism by which miR-290/371 miRNAs orchestrate epigenetic, transcriptional and metabolic networks to promote pluripotency in PSCs and during reprogramming.
Collapse
Affiliation(s)
- Yang Cao
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Wen-Ting Guo
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Sciences, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Shengya Tian
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Xiaoping He
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Xi-Wen Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Sciences, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Xiaomeng Liu
- Biodynamic Optical Imaging Center, College of Life Sciences, Peking University, Beijing, China
| | - Kai-Li Gu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Sciences, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Xiaoyu Ma
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - De Huang
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Lan Hu
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Yongping Cai
- Department of Pathology, School of Medicine, Anhui Medical University, Hefei, China
| | - Huafeng Zhang
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Yangming Wang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking-Tsinghua Center for Life Sciences, Institute of Molecular Medicine, Peking University, Beijing, China
| | - Ping Gao
- The CAS Key Laboratory of Innate Immunity and Chronic Disease, Innovation Center for Cell Biology, School of Life Sciences, University of Science and Technology of China, Hefei, China
| |
Collapse
|
97
|
Luo J, Liu GY, Chen Z, Ren QY, Yin H, Luo JX, Wang H. Identification and characterization of microRNAs by deep-sequencing in Hyalomma anatolicum anatolicum (Acari: Ixodidae) ticks. Gene 2015; 564:125-33. [PMID: 25592818 DOI: 10.1016/j.gene.2015.01.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2014] [Accepted: 01/10/2015] [Indexed: 10/24/2022]
Abstract
Hyalomma anatolicum anatolicum (H.a. anatolicum) (Acari: Ixodidae) ticks are globally distributed ectoparasites with veterinary and medical importance. These ticks not only weaken animals by sucking their blood but also transmit different species of parasitic protozoans. Multiple factors influence these parasitic infections including miRNAs, which are non-coding, small regulatory RNA molecules essential for the complex life cycle of parasites. To identify and characterize miRNAs in H.a. anatolicum, we developed an integrative approach combining deep sequencing, bioinformatics and real-time PCR analysis. Here we report the use of this approach to identify miRNA expression, family distribution, and nucleotide characteristics, and discovered novel miRNAs in H.a. anatolicum. The result showed that miR-1-3p, miR-275-3p, and miR-92a were expressed abundantly. There was a strong bias on miRNA, family members, and nucleotide compositions at certain positions in H.a. anatolicum miRNA. Uracil was the dominant nucleotide, particularly at positions 1, 6, 16, and 18, which were located approximately at the beginning, middle, and end of conserved miRNAs. Analysis of the conserved miRNAs indicated that miRNAs in H.a. anatolicum were concentrated along three diverse phylogenetic branches of bilaterians, insects and coelomates. Two possible roles for the use of miRNA in H.a. anatolicum could be presumed based on its parasitic life cycle: to maintain a large category of miRNA families of different animals, and/or to preserve stringent conserved seed regions with active changes in other places of miRNAs mainly in the middle and the end regions. These might help the parasite to undergo its complex life style in different hosts and adapt more readily to the host changes. The present study represents the first large scale characterization of H.a. anatolicum miRNAs, which could further the understanding of the complex biology of this zoonotic parasite, as well as initiate miRNA studies in other related species such as Haemaphysalis longicornis and Rhipicephalus sanguineus of human and animal health significance.
Collapse
Affiliation(s)
- Jin Luo
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China
| | - Guang-Yuan Liu
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China.
| | - Ze Chen
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China
| | - Qiao-Yun Ren
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China
| | - Hong Yin
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou, 225009, P. R. China
| | - Jian-Xun Luo
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China
| | - Hui Wang
- State Key Laboratory of Veterinary Etiological Biology, Key Laboratory of Veterinary Parasitology of Gansu Province, Key Laboratory of Grazing Animal Diseases MOA, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Science, Lanzhou, Gansu 730046, China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, Yangzhou, 225009, P. R. China; NERC/Centre for Ecology and Hydrology (CEH) Wallingford, Crowmarsh Gifford, Wallingford, Oxon OX10 8BB, UK.
| |
Collapse
|
98
|
Liu B, Liu M, Wang J, Zhang X, Wang X, Wang P, Wang H, Li W, Wang Y. DICER-dependent biogenesis of let-7 miRNAs affects human cell response to DNA damage via targeting p21/p27. Nucleic Acids Res 2015; 43:1626-36. [PMID: 25578966 PMCID: PMC4330351 DOI: 10.1093/nar/gku1368] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Recently, it was reported that knockdown of DICER reduced the ATM-dependent DNA damage response and homologous recombination repair (HRR) via decreasing DICER-generated small RNAs at the damage sites. However, we found that knockdown of DICER dramatically increased cell resistance to camptothecin that induced damage required ATM to facilitate HRR. This phenotype is due to a prolonged G1/S transition via decreasing DICER-dependent biogenesis of miRNA let-7, which increased the p21(Waf1/Cip1)/p27(Kip1) levels and resulted in decreasing the HRR efficiency. These results uncover a novel function of DICER in regulating the cell cycle through miRNA biogenesis, thus affecting cell response to DNA damage.
Collapse
Affiliation(s)
- Bailong Liu
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Min Liu
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun 130021, China Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Jian Wang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Xiangming Zhang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Xiang Wang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Ping Wang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Hongyan Wang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Wei Li
- Department of Cancer Center, The First Hospital of Jilin University, Changchun 130021, China
| | - Ya Wang
- Department of Radiation Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA 30322, USA
| |
Collapse
|
99
|
Deconstructing transcriptional heterogeneity in pluripotent stem cells. Nature 2015; 516:56-61. [PMID: 25471879 PMCID: PMC4256722 DOI: 10.1038/nature13920] [Citation(s) in RCA: 275] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 10/07/2014] [Indexed: 01/15/2023]
Abstract
Pluripotent stem cells (PSCs) are capable of dynamic interconversion between distinct substates, but the regulatory circuits specifying these states and enabling transitions between them are not well understood. We set out to characterize transcriptional heterogeneity in PSCs by single-cell expression profiling under different chemical and genetic perturbations. Signaling factors and developmental regulators show highly variable expression, with expression states for some variable genes heritable through multiple cell divisions. Expression variability and population heterogeneity can be influenced by perturbation of signaling pathways and chromatin regulators. Strikingly, either removal of mature miRNAs or pharmacologic blockage of signaling pathways drives PSCs into a low-noise ground state characterized by a reconfigured pluripotency network, enhanced self-renewal, and a distinct chromatin state, an effect mediated by opposing miRNA families acting on the c-myc / Lin28 / let-7 axis. These data illuminate the nature of transcriptional heterogeneity in PSCs.
Collapse
|
100
|
Gao Y, Han Z, Li Q, Wu Y, Shi X, Ai Z, Du J, Li W, Guo Z, Zhang Y. Vitamin C induces a pluripotent state in mouse embryonic stem cells by modulating microRNA expression. FEBS J 2015; 282:685-99. [DOI: 10.1111/febs.13173] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Revised: 11/23/2014] [Accepted: 12/08/2014] [Indexed: 11/30/2022]
Affiliation(s)
- Yuan Gao
- College of Veterinary Medicine; Northwest A&F University; Yangling Shaanxi China
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Zhuo Han
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Qian Li
- College of Veterinary Medicine; Northwest A&F University; Yangling Shaanxi China
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
| | - Yongyan Wu
- College of Veterinary Medicine; Northwest A&F University; Yangling Shaanxi China
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
| | - Xiaoyan Shi
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Zhiying Ai
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Juan Du
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Wenzhong Li
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
- College of Life Sciences; Northwest A&F University; Yangling Shaanxi China
| | - Zekun Guo
- College of Veterinary Medicine; Northwest A&F University; Yangling Shaanxi China
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
| | - Yong Zhang
- College of Veterinary Medicine; Northwest A&F University; Yangling Shaanxi China
- Key Laboratory of Animal Biotechnology; Ministry of Agriculture; Yangling Shaanxi China
| |
Collapse
|