1
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Wang H, Yu R, Zhu Q, Tian Z, Li F. A highly sensitive biotin-based probe for small RNA northern blot and its application in dissecting miRNA function in pepper. Plant J 2024; 118:263-276. [PMID: 38078656 DOI: 10.1111/tpj.16585] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/26/2023] [Accepted: 12/01/2023] [Indexed: 04/02/2024]
Abstract
Small RNAs play important roles in regulation of plant development and response to various stresses. Northern blot is an important technique in small RNA research. Isotope- and biotin- (or digoxigenin) labeled probes are frequently used in small RNA northern blot. However, isotope-based probe is limited by strict environmental regulation and availability in many places in the world while biotin-based probe is usually suffered from low sensitivity. In this study, we developed a T4 DNA polymerase-based method for incorporation of a cluster of 33 biotin-labeled C in small RNA probe (T4BC33 probe). T4BC33 probe reaches similar sensitivity as 32P-labeled probe in dot blot and small RNA northern blot experiments. Addition of locked nucleic acids in T4BC33 probe further enhanced its sensitivity in detecting low-abundance miRNAs. With newly developed northern blot method, expression of miR6027 and miR6149 family members was validated. Northern blot analysis also confirmed the successful application of virus-based miRNA silencing in pepper, knocking down accumulation of Can-miR6027a and Can-miR6149L. Importantly, further analysis showed that knocking-down Can-miR6027a led to upregulation of a nucleotide binding-leucine rich repeat domain protein coding gene (CaRLb1) and increased immunity against Phytophthora capsici in pepper leaves. Our study provided a highly sensitive and convenient method for sRNA research and identified new targets for genetic improvement of pepper immunity against P. capsici.
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Affiliation(s)
- Hongzheng Wang
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Ruimin Yu
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Qiangqiang Zhu
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Zhendong Tian
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
| | - Feng Li
- National Key Laboratory for Germplasm Innovation and Utilization of Horticultural Crops, College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, China
- Hubei Hongshan Laboratory, Wuhan, Hubei, 430070, China
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2
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McKenney KM, Connacher RP, Dunshee EB, Goldstrohm AC. Chemi-Northern: a versatile chemiluminescent northern blot method for analysis and quantitation of RNA molecules. RNA 2024; 30:448-462. [PMID: 38282416 PMCID: PMC10946428 DOI: 10.1261/rna.079880.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/10/2024] [Indexed: 01/30/2024]
Abstract
This report describes a chemiluminescence-based detection method for RNAs on northern blots, designated Chemi-Northern. This approach builds on the simplicity and versatility of northern blotting, while dispensing of the need for expensive and cumbersome radioactivity. RNAs are first separated by denaturing gel electrophoresis, transferred to a nylon membrane, and then hybridized to a biotinylated RNA or DNA antisense probe. Streptavidin conjugated with horseradish peroxidase and enhanced chemiluminescence substrate are then used to detect the probe bound to the target RNA. Our results demonstrate the versatility of this method in detecting natural and engineered RNAs expressed in cells, including messenger and noncoding RNAs. We show that Chemi-Northern detection is sensitive and fast, detecting attomole amounts of RNA in as little as 1 sec, with high signal intensity and low background. The dynamic response displays excellent linearity. Using Chemi-Northern, we measure the reproducible, statistically significant reduction of mRNA levels by human sequence-specific RNA-binding proteins, PUM1 and PUM2. Additionally, we measure the interaction of the poly(A) binding protein, PABPC1, with polyadenylated mRNA. Thus, the Chemi-Northern method provides a versatile, simple, and cost-effective method to enable researchers to analyze expression, processing, binding, and decay of RNAs.
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Affiliation(s)
- Katherine M McKenney
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota 55455, USA
| | - Robert P Connacher
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota 55455, USA
| | - Elise B Dunshee
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota 55455, USA
| | - Aaron C Goldstrohm
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Minneapolis, Minnesota 55455, USA
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3
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Sadova AA, Panteleev DY, Pavlova GV. Zooming in: PAGE- Northern Blot Helps to Analyze Anti-Sense Transcripts Originating from Human rIGS under Transcriptional Stress. Noncoding RNA 2021; 7:ncrna7030050. [PMID: 34449671 PMCID: PMC8395900 DOI: 10.3390/ncrna7030050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/10/2021] [Accepted: 08/20/2021] [Indexed: 11/16/2022] Open
Abstract
Ribosomal intergenic spacer (rIGS), located between the 45S rRNA coding arrays in humans, is a deep, unexplored source of small and long non-coding RNA molecules transcribed in certain conditions to help a cell generate a stress response, pass through a differentiation state or fine tune the functioning of the nucleolus as a ribosome biogenesis center of the cell. Many of the non-coding transcripts originating from the rIGS are not characterized to date. Here, we confirm the transcriptional activity of the region laying a 2 kb upstream of the rRNA promoter, and demonstrate its altered expression under transcriptional stress, induced by a wide range of known transcription inhibitors. We managed to show an increased variability of anti-sense transcripts in alpha-amanitin treated cells by applying the low-molecular RNA fraction extracted from agarose gel to PAGE-northern. Also, the fractioning of RNA by size using agarose gel slices occurred, being applicable for determining the sizes of target transcripts via RT-PCR.
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Affiliation(s)
- Anastasia A. Sadova
- Academic Chair of Biochemistry and Molecular Biology, Faculty of General Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
- Institute of Biomedical Problems, Russian Academy of Sciences, 123007 Moscow, Russia
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 117485 Moscow, Russia; (D.Y.P.); (G.V.P.)
- Correspondence:
| | - Dmitry Y. Panteleev
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 117485 Moscow, Russia; (D.Y.P.); (G.V.P.)
| | - Galina V. Pavlova
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 117485 Moscow, Russia; (D.Y.P.); (G.V.P.)
- Institute of Molecular Medicine, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
- Department of X-ray and Radioisotope Diagnostic Methods, Burdenko Neurosurgical Institute, 125047 Moscow, Russia
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4
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Berkhout B, Gao Z, Herrera-Carrillo E. Design and Evaluation of Guide RNA Transcripts with a 3'-Terminal HDV Ribozyme to Enhance CRISPR-Based Gene Inactivation. Methods Mol Biol 2021; 2167:205-224. [PMID: 32712922 PMCID: PMC7896425 DOI: 10.1007/978-1-0716-0716-9_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2023]
Abstract
The recently discovered clustered regularly interspaced short palindromic repeats (CRISPR)-Cpf1 system, now reclassified as Cas12a, is a DNA-editing platform analogous to the widely used CRISPR-Cas9 system. The Cas12a system exhibits several distinct features over the CRISPR-Cas9 system, such as increased specificity and a smaller gene size to encode the nuclease and the matching CRISPR guide RNA (crRNA), which could mitigate off-target and delivery problems, respectively, described for the Cas9 system. However, the Cas12a system exhibits reduced gene editing efficiency compared to Cas9. A closer inspection of the crRNA sequence raised some uncertainty about the actual 5' and 3'-ends. RNA Polymerase (Pol) III promoters are generally used for the production of small RNAs with a precise 5' terminus, but the Pol III enzyme generates small RNAs with 3' U-tails of variable length. To optimize the CRISPR-Cas12a system, we describe the inclusion of a self-cleaving ribozyme in the vector design to facilitate accurate 3'-end processing of the crRNA transcript to produce precise molecules. This optimized design enhanced not only the gene editing efficiency, but also the activity of the catalytically inactive Cas12a-based CRISPR gene activation platform. We thus generated an improved CRISPR-Cas12a system for more efficient gene editing and gene regulation purposes.
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Affiliation(s)
- Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
| | - Zongliang Gao
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
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5
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Fehlmann T, Laufer T, Backes C, Kahramann M, Alles J, Fischer U, Minet M, Ludwig N, Kern F, Kehl T, Galata V, Düsterloh A, Schrörs H, Kohlhaas J, Bals R, Huwer H, Geffers L, Krüger R, Balling R, Lenhof HP, Meese E, Keller A. Large-scale validation of miRNAs by disease association, evolutionary conservation and pathway activity. RNA Biol 2018; 16:93-103. [PMID: 30567465 DOI: 10.1080/15476286.2018.1559689] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
The validation of microRNAs (miRNAs) identified by next generation sequencing involves amplification-free and hybridization-based detection of transcripts as criteria for confirming valid miRNAs. Since respective validation is frequently not performed, miRNA repositories likely still contain a substantial fraction of false positive candidates while true miRNAs are not stored in the repositories yet. Especially if downstream analyses are performed with these candidates (e.g. target or pathway prediction), the results may be misleading. In the present study, we evaluated 558 mature miRNAs from miRBase and 1,709 miRNA candidates from next generation sequencing experiments by amplification-free hybridization and investigated their distributions in patients with various disease conditions. Notably, the most significant miRNAs in diseases are often not contained in the miRBase. However, these candidates are evolutionary highly conserved. From the expression patterns, target gene and pathway analyses and evolutionary conservation analyses, we were able to shed light on the complexity of miRNAs in humans. Our data also highlight that a more thorough validation of miRNAs identified by next generation sequencing is required. The results are available in miRCarta ( https://mircarta.cs.uni-saarland.de ).
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Affiliation(s)
- Tobias Fehlmann
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany
| | - Thomas Laufer
- b Department of Human Genetics , Saarland University , Homburg , Germany.,c Hummingbird Diagnostics GmbH , Heidelberg , Germany
| | - Christina Backes
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany
| | - Mustafa Kahramann
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany.,c Hummingbird Diagnostics GmbH , Heidelberg , Germany
| | - Julia Alles
- b Department of Human Genetics , Saarland University , Homburg , Germany
| | - Ulrike Fischer
- b Department of Human Genetics , Saarland University , Homburg , Germany
| | - Marie Minet
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany.,b Department of Human Genetics , Saarland University , Homburg , Germany
| | - Nicole Ludwig
- b Department of Human Genetics , Saarland University , Homburg , Germany
| | - Fabian Kern
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany
| | - Tim Kehl
- d Center for Bioinformatics , Saarland Informatics Campus , Saarbrücken , Germany
| | - Valentina Galata
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany
| | | | | | | | - Robert Bals
- e Department of Internal Medicine V - Pulmonology, Allergology, Intensive Care Medicine , Saarland University Hospital , Homburg , Germany
| | - Hanno Huwer
- f Department of Thoracic Surgery , SHG Clinics , Völklingen , Germany
| | - Lars Geffers
- g LCSB, Luxembourg Centre for Systems Biomedicine , University of Luxembourg , Esch-Sur-Alzette , Luxembourg
| | - Rejko Krüger
- g LCSB, Luxembourg Centre for Systems Biomedicine , University of Luxembourg , Esch-Sur-Alzette , Luxembourg
| | - Rudi Balling
- g LCSB, Luxembourg Centre for Systems Biomedicine , University of Luxembourg , Esch-Sur-Alzette , Luxembourg
| | - Hans-Peter Lenhof
- d Center for Bioinformatics , Saarland Informatics Campus , Saarbrücken , Germany
| | - Eckart Meese
- b Department of Human Genetics , Saarland University , Homburg , Germany
| | - Andreas Keller
- a Chair for Clinical Bioinformatics , Saarland University , Saarbrücken , Germany.,d Center for Bioinformatics , Saarland Informatics Campus , Saarbrücken , Germany
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6
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Abstract
Northern blot analysis detects RNA molecules immobilized on nylon membranes through hybridization with radioactive 32P-labeled DNA or RNA oligonucleotide probes. Alternatively, nonradioactive northern blot relies on chemiluminescent reactions triggered by horseradish peroxidase (HRP) conjugated probes. The use of regulated radioactive material and the complexity of chemiluminescent reactions and detection have hampered the adoption of northern blot techniques by the wider biomedical research community. Here, we describe a sensitive and straightforward nonradioactive northern blot method, which utilizes near-infrared (IR) fluorescent dye-labeled probes (irNorthern). We found that irNorthern has a detection limit of ∼0.05 femtomoles (fmol), which is slightly less sensitive than 32P-Northern. However, we found that the IR dye-labeled probe maintains the sensitivity after multiple usages as well as long-term storage. We also present alternative irNorthern methods using a biotinylated DNA probe, a DNA probe labeled by terminal transferase, or an RNA probe labeled during in vitro transcription. Furthermore, utilization of different IR dyes allows multiplex detection of different RNA species. Therefore, irNorthern represents a more convenient and versatile tool for RNA detection compared to traditional northern blot analysis.
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Affiliation(s)
- Bret R Miller
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
| | - Tianqi Wei
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
| | - Christopher J Fields
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
- UF Health Cancer Center, University of Florida, Gainesville, Florida 32610, USA
| | - Peike Sheng
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
- UF Health Cancer Center, University of Florida, Gainesville, Florida 32610, USA
| | - Mingyi Xie
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
- UF Health Cancer Center, University of Florida, Gainesville, Florida 32610, USA
- UF Genetics Institute, University of Florida, Gainesville, Florida 32610, USA
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7
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Couvillion MT, Churchman LS. Mitochondrial Ribosome (Mitoribosome) Profiling for Monitoring Mitochondrial Translation In Vivo. ACTA ACUST UNITED AC 2017; 119:4.28.1-4.28.25. [PMID: 28678443 DOI: 10.1002/cpmb.41] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Translation in the mitochondria is regulated by mechanisms distinct from those acting in the cytosol and in bacteria, yet precise methods for investigating it have lagged behind. This unit describes an approach, mitochondrial ribosome (mitoribosome) profiling, to quantitatively monitor mitochondrial translation with high temporal and spatial resolution in Saccharomyces cerevisiae. Mitoribosomes are immunoprecipitated from whole-cell lysate and the protected mRNA fragments are isolated. These fragments are then converted to sequencing libraries or analyzed by northern blot hybridization to reveal the distribution of mitoribosomes across the mitochondrial transcriptome. As information about RNA abundance is required to resolve translational from RNA effects, we also present an RNA sequencing approach that can be performed in parallel. Accurately capturing the biologically relevant distribution of mitoribosome positions depends on several critical parameters that are discussed. Application of mitoribosome profiling can reveal mechanisms of mitochondrial translational control that were not previously possible to uncover. © 2017 by John Wiley & Sons, Inc.
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Affiliation(s)
- Mary T Couvillion
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
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8
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Abstract
BACKGROUND Small non-coding RNAs are essential regulators of gene expression at the transcriptional and posttranscriptional levels. High-throughput sequencing has revealed thousands of predicted small RNAs; however, only a few of these have been well characterized. Northern blotting is the most convincing method for small RNA validation. FINDINGS In this study, we improved the Northern blot method by using biotin-labeled probes. miRNAs and siRNAs derived from both Arabidopsis thaliana and Oryza sativa were investigated. The results suggest that this improved method is sensitive and efficient, with approximately 5 μg of total RNA being sufficient for detection. Furthermore, long-term storage of probes labeled in this manner is more convenient, less contaminative and degradative compared with traditional probes. CONCLUSIONS This protocol is an alternative strategy for small RNA detection and represents an efficient means of researching small RNAs.
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Affiliation(s)
- Qi Huang
- />State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072 China
- />Engineering Research Center for Plant Biotechnology and Germplasm, Utilization, Ministry of Education, Wuhan University, Wuhan, 430072 China
| | - Zhinang Mao
- />State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072 China
| | - Shaoqing Li
- />State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072 China
- />Engineering Research Center for Plant Biotechnology and Germplasm, Utilization, Ministry of Education, Wuhan University, Wuhan, 430072 China
| | - Jun Hu
- />State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072 China
- />Engineering Research Center for Plant Biotechnology and Germplasm, Utilization, Ministry of Education, Wuhan University, Wuhan, 430072 China
- />Suzhou institute of Wuhan University, Wuhan, 215000 China
| | - Yingguo Zhu
- />State Key Laboratory of Hybrid Rice, College of Life Sciences, Wuhan University, Wuhan, 430072 China
- />Engineering Research Center for Plant Biotechnology and Germplasm, Utilization, Ministry of Education, Wuhan University, Wuhan, 430072 China
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9
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Torres AG, Fabani MM, Vigorito E, Gait MJ. MicroRNA fate upon targeting with anti-miRNA oligonucleotides as revealed by an improved Northern-blot-based method for miRNA detection. RNA 2011; 17:933-943. [PMID: 21441346 PMCID: PMC3078742 DOI: 10.1261/rna.2533811] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2010] [Accepted: 02/15/2011] [Indexed: 05/27/2023]
Abstract
MicroRNAs (miRNAs) are small non-coding RNAs involved in fine-tuning of gene regulation. Antisense oligonucleotides (ONs) are promising tools as anti-miRNA (anti-miR) agents toward therapeutic applications and to uncover miRNA function. Such anti-miR ONs include 2'-O-methyl (OMe), cationic peptide nucleic acids like K-PNA-K3, and locked nucleic acid (LNA)-based anti-miRs such as LNA/DNA or LNA/OMe. Northern blotting is a widely used and robust technique to detect miRNAs. However, miRNA quantification in the presence of anti-miR ONs has proved to be challenging, due to detection artifacts, which has led to poor understanding of miRNA fate upon anti-miR binding. Here we show that anti-miR ON bound to miR-122 can prevent the miRNA from being properly precipitated into the purified RNA fraction using the standard RNA extraction protocol (TRI-Reagent), yielding an RNA extract that does not reflect the real cellular levels of the miRNA. An increase in the numbers of equivalents of isopropanol during the precipitation step leads to full recovery of the targeted miRNA back into the purified RNA extract. Following our improved protocol, we demonstrate by Northern blotting, in conjunction with a PNA decoy strategy and use of high denaturing PAGE, that high-affinity anti-miRs (K-PNA-K3, LNA/DNA, and LNA/OMe) sequester miR-122 without causing miRNA degradation, while miR-122 targeting with a lower-affinity anti-miR (OMe) seems to promote degradation of the miRNA. The technical issues explored in this work will have relevance for other hybridization-based techniques for miRNA quantification in the presence of anti-miR ONs.
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Affiliation(s)
- Adrian G Torres
- Medical Research Council, Laboratory of Molecular Biology, Cambridge, United Kingdom
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10
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Smith CM, Liu X, Wang LJ, Liu X, Chen MS, Starkey S, Bai J. Aphid feeding activates expression of a transcriptome of oxylipin-based defense signals in wheat involved in resistance to herbivory. J Chem Ecol 2010; 36:260-76. [PMID: 20229216 PMCID: PMC3831272 DOI: 10.1007/s10886-010-9756-8] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2009] [Revised: 12/08/2009] [Accepted: 01/20/2010] [Indexed: 11/24/2022]
Abstract
Damage by the Russian wheat aphid (RWA), Diuraphis noxia, significantly reduces wheat and barley yields worldwide. In compatible interactions, virulent RWA populations flourish and susceptible plants suffer extensive leaf chlorophyll loss. In incompatible interactions, RWA reproduction and population growth are significantly reduced and RWA-related chlorophyll loss in resistant plants is minor. The objectives of this study were to develop an understanding of the molecular and phytochemical bases of RWA resistance in plants containing the Dnx resistance gene. Microarray, real-time polymerase chain reaction, and phytohormone assays were conducted to identify transcriptome components unique to RWA-infested Dnx plants and susceptible (Dn0) plants, and to identify and characterize putative genes involved in Dnx plant defense responses. We found that RWA-infested Dnx plants upregulated >180 genes related to reactive oxygen species, signaling, pathogen defense, and arthropod allelochemical and physical defense. The expression of several of these genes in RWA-infested Dnx plants increased significantly from 6- to 24-h post infestation (hpi), but their expression in Dn0 plants, when present, was delayed until 48- to 96 hpi. Concentrations of 16- and 18-carbon fatty acids, trans-methyl-12-oxophytodienoic acid, and abscisic acid were significantly greater in Dnx foliage than in Dn0 foliage after RWA infestation, suggesting that Dnx RWA defense and resistance genes may be regulated via the oxylipin pathway. These findings provide a foundation for the elucidation of the molecular basis for compatible- and incompatible plant-aphid interactions.
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11
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Abstract
An accumulation of expressed sequence tag (EST) data in the public domain and the availability of bioinformatic programs have made EST gene expression profiling a common practice. However, the utility and validity of using EST databases (e.g., dbEST) has been criticized, particularly for quantitative assessment of gene expression. Problems with EST sequencing errors, library construction, EST annotation, and multiple paralogs make generation of specific and sensitive qualitative arid quantitative expression profiles a concern. In addition, most EST-derived expression data exists in previously assembled databases. The Virtual Northern Blot (VNB) (http: //tlab.bu.edu/vnb.html) allows generation, evaluation, and optimization of expression profiles in real time, which is especially important for alternatively spliced, novel, or poorly characterized genes. Representative gene families with variable nucleotide sequence identity, tissue specificity, and levels of expression (bcl-xl, aldoA, and cyp2d9) are used to assess the quality of VNB's output. The profiles generated by VNB are more sensitive and specific than those constructed with ESTs listed in preindexed databases at UCSC and NCBI. Moreover, quantitative expression profiles produced by VNB are comparable to quantization obtained from Northern blots and qPCR. The VNB pipeline generates real-time gene expression profiles for single-gene queries that are both qualitatively and quantitatively reliable.
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Affiliation(s)
| | | | - Dimitry Leyfer
- †Bioinformatics Program, Boston University, Boston, MA, USA
| | - Laura Yerkes
- *Biology Department, Boston University, Boston, MA, USA
| | - Donald Cramer
- *Biology Department, Boston University, Boston, MA, USA
| | - Dean R. Tolan
- *Biology Department, Boston University, Boston, MA, USA
- †Bioinformatics Program, Boston University, Boston, MA, USA
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12
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Ding Y, Xu L, Jovanovic BD, Helenowski IB, Kelly DL, Catalona WJ, Yang XJ, Pins M, Bergan RC. The methodology used to measure differential gene expression affects the outcome. J Biomol Tech 2007; 18:321-330. [PMID: 18166675 PMCID: PMC2392989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Confirmation of gene expression by a second methodology is critical in order to detect false-positive findings associated with microarrays. However, the impact of methodology upon the measurement of gene expression has not been rigorously evaluated. In the current study, we compared differential gene expression between PC3 and PC3-M human prostate cancer cell lines using three separate methods: microarray, quantitative RT/PCR (qRT/PCR), and Northern blotting. The PC3 to PC3-M ratio of gene expression was determined for each of 24 different genes evaluated, by each of the three methods. Comparison of gene expression ratios between Northern and microarray, Northern and qRT/PCR, and microarray and qRT/PCR, gave correlation coefficients (r) of 0.72, 0.39, and 0.63, respectively. In each instance, one to two outlier genes were apparent. Their exclusion from analysis gave r values of 0.79, 0.72, and 0.83, respectively. These findings demonstrate that the assessment of differential gene expression is dependent upon the methodology used in each situation where outcome between different methodologies was compared, the presence of a relatively limited number of outlier genes precludes high overall correlation between the methods. Validation of gene expression by different methods should be performed whenever possible.
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Affiliation(s)
- Yongzeng Ding
- Division of Hematology/Oncology, Department of Medicine
| | - Li Xu
- Division of Hematology/Oncology, Department of Medicine
| | | | | | - David L. Kelly
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE
| | | | - Ximing J. Yang
- Pathology, Northwestern University Medical School and the Robert H. Lurie Cancer Center of Northwestern University, Chicago, IL
| | - Michael Pins
- Pathology, Northwestern University Medical School and the Robert H. Lurie Cancer Center of Northwestern University, Chicago, IL
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13
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Maroney PA, Chamnongpol S, Souret F, Nilsen TW. A rapid, quantitative assay for direct detection of microRNAs and other small RNAs using splinted ligation. RNA 2007; 13:930-6. [PMID: 17456563 PMCID: PMC1869037 DOI: 10.1261/rna.518107] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The discovery and characterization of microRNAs (miRNAs) and other families of short RNAs has led to a rapid expansion of research directed at elucidating their expression patterns and regulatory functions. Here, we describe a convenient, sensitive, and straightforward method to detect and quantitate specific miRNA levels in unfractionated total RNA samples. The method, based on splinted ligation, does not require specialized equipment or any amplification step, and is significantly faster and more sensitive than Northern blotting. We demonstrate that the method can be used to detect various classes of small regulatory RNAs from different organisms.
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Affiliation(s)
- Patricia A Maroney
- Center for RNA Molecular Biology and Department of Biochemistry, Case Western Reserve University, School of Medicine, Cleveland, Ohio 44106-4973, USA
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Shiraishi S, Shibuya I, Uezono Y, Yokoo H, Toyohira Y, Yamamoto R, Yanagita T, Kobayashi H, Wada A. Heterogeneous increases of cytoplasmic calcium: distinct effects on down-regulation of cell surface sodium channels and sodium channel subunit mRNA levels. Br J Pharmacol 2001; 132:1455-66. [PMID: 11264239 PMCID: PMC1572695 DOI: 10.1038/sj.bjp.0703960] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
1. Long-term (> or = 12 h) treatment of cultured bovine adrenal chromaffin cells with A23187 (a Ca(2+) ionophore) or thapsigargin (TG) [an inhibitor of sarco(endo)plasmic reticulum Ca(2+)-ATPase (SERCA)] caused a time- and concentration-dependent reduction of cell surface [(3)H]-saxitoxin (STX) binding capacity, but did not change the K:(D:) value. In A23187- or TG-treated cells, veratridine-induced (22)Na(+) influx was reduced (with no change in veratridine EC(50) value) while it was enhanced by alpha-scorpion venom, beta-scorpion venom, or Ptychodiscus brevis toxin-3, like in nontreated cells. 2. The A23187- or TG-induced decrease of [(3)H]-STX binding was diminished by BAPTA-AM. EGTA also inhibited the decreasing effect of A23187. A23187 caused a rapid, monophasic and persistent increase in intracellular concentration of Ca(2+) ([Ca(2+)](i)) to a greater extent than that observed with TG. 2,5-Di-(t-butyl)-1,4-benzohydroquinone (DBHQ) (an inhibitor of SERCA) produced only a rapid monophasic increase in [Ca(2+)](i), without any effect on [(3)H]-STX binding. 3. Reduction in [(3)H]-STX binding capacity induced by A23187 or TG was attenuated by Gö6976 (an inhibitor of conventional protein kinase C) or calpastatin peptide (an inhibitor of calpain). When the internalization rate of cell surface Na(+) channels was measured in the presence of brefeldin A (an inhibitor of vesicular exit from the trans-Golgi network), A23187 or TG accelerated the reduction of [(3)H]-STX binding capacity. 4. Six hours treatment with A23187 lowered Na(+) channel alpha- and beta(1)-subunit mRNA levels, whereas TG had no effect. 5. These results suggest that elevation of [Ca(2+)](i) caused by A23187, TG or DBHQ exerted differential effects on down-regulation of cell surface functional Na(+) channels and Na(+) channel subunit mRNA levels.
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Affiliation(s)
- Seiji Shiraishi
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Izumi Shibuya
- Department of Physiology, University of Occupational and Environmental Health, School of Medicine, Kitakyushu 807-8555, Japan
| | - Yasuhito Uezono
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Hiroki Yokoo
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Yumiko Toyohira
- Department of Pharmacology, University of Occupational and Environmental Health, School of Medicine, Kitakyushu 807-8555, Japan
| | - Ryuichi Yamamoto
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Toshihiko Yanagita
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Hideyuki Kobayashi
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Akihiko Wada
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
- Author for correspondence:
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Yokoo H, Shiraishi S, Kobayashi H, Yanagita T, Minami SI, Yamamoto R, Wada A. Short- and long-term differential effects of neuroprotective drug NS-7 on voltage-dependent sodium channels in adrenal chromaffin cells. Br J Pharmacol 2000; 131:779-87. [PMID: 11030728 PMCID: PMC1572381 DOI: 10.1038/sj.bjp.0703622] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
In cultured bovine adrenal chromaffin cells, NS-7 [4-(4-fluorophenyl)-2-methyl-6-(5-piperidinopentyloxy) pyrimidine hydrochloride], a newly-synthesized neuroprotective drug, inhibited veratridine-induced (22)Na(+) influx via voltage-dependent Na(+) channels (IC(50)=11.4 microM). The inhibition by NS-7 occurred in the presence of ouabain, an inhibitor of Na(+),K(+) ATPase, but disappeared at higher concentration of veratridine, and upon the washout of NS-7. NS-7 attenuated veratridine-induced (45)Ca(2+) influx via voltage-dependent Ca(2+) channels (IC(50)=20.0 microM) and catecholamine secretion (IC(50)=25.8 microM). Chronic (>/=12 h) treatment of cells with NS-7 increased cell surface [(3)H]-STX binding by 86% (EC(50)=10.5 microM; t(1/2)=27 h), but did not alter the K(D) value; it was prevented by cycloheximide, an inhibitor of protein synthesis, or brefeldin A, an inhibitor of vesicular transport from the trans-Golgi network, but was not associated with increased levels of Na(+) channel alpha- and beta(1)-subunit mRNAs. In cells subjected to chronic NS-7 treatment, (22)Na(+) influx caused by veratridine (site 2 toxin), alpha-scorpion venom (site 3 toxin) or beta-scorpion venom (site 4 toxin) was suppressed even after the extensive washout of NS-7, and veratridine-induced (22)Na(+) influx remained depressed even at higher concentration of veratridine; however, either alpha- or beta-scorpion venom, or Ptychodiscus brevis toxin-3 (site 5 toxin) enhanced veratridine-induced (22)Na(+) influx as in nontreated cells. These results suggest that in the acute treatment, NS-7 binds to the site 2 and reversibly inhibits Na(+) channels, thereby reducing Ca(2+) channel gating and catecholamine secretion. Chronic treatment with NS-7 up-regulates cell surface Na(+) channels via translational and externalization events, but persistently inhibits Na(+) channel gating without impairing the cooperative interaction between the functional domains of Na(+) channels.
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Affiliation(s)
- Hiroki Yokoo
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Seiji Shiraishi
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Hideyuki Kobayashi
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Toshihiko Yanagita
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Shin-ichi Minami
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Ryuichi Yamamoto
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
| | - Akihiko Wada
- Department of Pharmacology, Miyazaki Medical College, Miyazaki 889-1692, Japan
- Author for correspondence:
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Richt JA, Clements JE, Herzog S, Pyper J, Wahn K, Becht H. Analysis of virus-specific RNA species and proteins in Freon-113 preparations of the Borna disease virus. Med Microbiol Immunol 1993; 182:271-80. [PMID: 8283962 PMCID: PMC7086879 DOI: 10.1007/bf00579625] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Treatment of homogenates from Borna disease virus (BDV)-infected brain tissue or cell cultures with Freon-113 yielded infectious particles with a buoyant density of 1.16-1.22 g/ml. Positive- and negative-stranded BDV-specific RNA species as well as three virus-specific proteins, known to be present in BDV-infected cell extracts, were demonstrated in these Freon-treated fractions. When the Freon-purified virus preparations were treated with RNase A prior to RNA extraction, only negative-stranded, genomic RNA was detected in Northern blot hybridizations using sense and antisense RNA probes. These data substantiate that BDV is a negative-stranded RNA virus.
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Affiliation(s)
- J A Richt
- Institut für Virologie, Justus-Liebig-Universität Giessen, Germany
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Testa U, Care A, Montesoro E, Fossati C, Giannella G, Masciulli R, Fagioli M, Bulgarini D, Habetswallner D, Isacchi G. Interleukin-2-dependent long-term cultures of low-density lymphocytes allow the proliferation of lymphokine-activated killer cells with natural killer, Ti gamma/delta or TNK phenotype. Cancer Immunol Immunother 1990; 31:11-8. [PMID: 2306752 PMCID: PMC11038057 DOI: 10.1007/bf01742490] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/1989] [Accepted: 09/05/1989] [Indexed: 12/31/2022]
Abstract
We have developed a culture system for "long-term" growth of human lymphokine-activated killer (LAK) cells exhibiting an elevated, wide-spectrum antitumor cytotoxicity. The system allows the exponential growth of monocyte-depleted low-density lymphocytes in the presence of human serum and recombinant human interleukin-2 (10(3) U/ml), alone or in combination with interleukin-1 alpha or beta (both at 10 U/ml). Eighteen cultures were established from 18 normal adult donors. The membrane phenotypes of the final LAK cell population, assessed by a panel of monoclonal antibodies (mAb), consist of three main types: (a) NKH-1+, Ti alpha/beta-, Ti gamma/delta-, and CD3- lymphocytes; (b) NKH-1+, Ti alpha/beta-, Ti gamma/delta+, and CD3+ lymphocytes and (c) NKH-1+, Ti alpha/beta+, Ti gamma/delta- and CD3+ lymphocytes. Northern blot analysis showed that all these cell populations express relatively high levels of perforin RNA, particularly cells exhibiting the first phenotype. This culture system may provide a tool for cellular and molecular studies on the mechanisms of antitumor cytotoxicity, as well as the basis for new adoptive immunotherapy protocols in advanced center.
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Affiliation(s)
- U Testa
- Department of Hematology-Oncology, Istituto Superiore di Sanità, Rome, Italy
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Abstract
The virus-specific RNAs in feline calicivirus (FCV) infected cells were examined to determine the number and forms of RNAs that are synthesized during the infection process. Northern blots of poly(A)+ RNA from 5-h infected cells probed with a cDNA clone derived from the 3' end of the FCV genome (pCV3) revealed four FCV-specific RNAs that were approximately 8.2 (genomic RNA), 4.8, 4.2 and 2.4 kb in length. Northern blots of poly(A)+ RNA purified from infected cells hourly after infection and probed with pCV3 demonstrated that transcription of all FCV-specific RNAs are detectable at 2 to 3 h post-infection (PI) and that these RNAs reached steady state levels at approximately 4 h PI. The levels of the FCV RNAs then remained relatively constant through 7 h PI, the last time tested, with the exception of the 4.8 and 4.2 kb transcripts which showed a marked increase between 6 and 7 hours PI. Northern blots of dsRNA which had been LiCl-fractionated from pooled total cellular RNA isolated from 5-h and 7-h FCV infected cells, showed two double-stranded RNAs corresponding to the 8.2 kb genomic RNA and the 2.4 kb subgenomic RNA. Preliminary mapping by Northern blotting using cDNA probes derived from varying locations within the FCV genome was done to determine the approximate regions from which the subgenomic RNAs are derived. This analysis indicates that the viral RNAs are nested, co-terminal transcripts with common 3' ends.
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Affiliation(s)
- J D Neill
- National Animal Disease Center, USDA-ARS, Ames, Iowa 50010
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