1
|
Kishimoto Y, Fujii A, Nakagawa O, Obika S. Enhanced duplex- and triplex-forming ability and enzymatic resistance of oligodeoxynucleotides modified by a tricyclic thymine derivative. Org Biomol Chem 2021; 19:8063-8074. [PMID: 34494641 DOI: 10.1039/d1ob01462e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We designed and synthesized an artificial nucleic acid, [3-(1,2-dihydro-2-oxobenzo[b][1,8]naphthyridine)]-2'-deoxy-D-ribofuranose (OBN), with a tricyclic structure in a nucleobase as a thymidine analog. Oligodeoxynucleotides (ODNs) containing consecutive OBN displayed improved duplex-forming ability with complementary single-stranded (ss) RNA and triplex-forming ability with double-stranded DNA in comparison with ODNs composed of natural thymidine. OBN-modified ODNs also displayed enhanced enzymatic resistance compared with ODNs with natural thymidine and phosphorothioate modification, respectively, due to the structural steric hindrance of the nucleobase. The fluorescence spectra of OBN-modified ODNs showed sufficient fluorescence intensity with ssDNA and ssRNA, which is an advantageous feature for fluorescence imaging techniques of nucleic acids with longer emission wavelengths than bicyclic thymine (bT).
Collapse
Affiliation(s)
- Yuki Kishimoto
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.
- Core Research for Evolutional Science and Technology (CREST), Japan Sciences and Technology Agency (JST), 7 Gobancho, Chiyoda-ku, Tokyo 102-0076, Japan
| | - Akane Fujii
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.
- Core Research for Evolutional Science and Technology (CREST), Japan Sciences and Technology Agency (JST), 7 Gobancho, Chiyoda-ku, Tokyo 102-0076, Japan
| | - Osamu Nakagawa
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.
- Core Research for Evolutional Science and Technology (CREST), Japan Sciences and Technology Agency (JST), 7 Gobancho, Chiyoda-ku, Tokyo 102-0076, Japan
- Faculty of Pharmaceutical Sciences, Tokushima Bunri University, 180 Nishihamahoji, Yamashiro-cho, Tokushima 770-8514, Japan.
| | - Satoshi Obika
- Graduate School of Pharmaceutical Sciences, Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871, Japan.
- Core Research for Evolutional Science and Technology (CREST), Japan Sciences and Technology Agency (JST), 7 Gobancho, Chiyoda-ku, Tokyo 102-0076, Japan
| |
Collapse
|
2
|
Afshari A, Yaghobi R, Karimi MH, Mowla J. Alterations in MicroRNA gene expression profile in liver transplant patients with hepatocellular carcinoma. BMC Gastroenterol 2021; 21:262. [PMID: 34118888 PMCID: PMC8199419 DOI: 10.1186/s12876-020-01596-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 12/26/2020] [Indexed: 02/07/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) can lead to liver failure which renders to liver transplant. miRNAs might be detected as biomarkers in subclinical stage of several hepatobiliary disorders like HCC. Therefore, in the present study, alterations in miRNAs as biomarkers were detected in LT patients with HCC. Methods Fourteen tissue samples composed of 5 rejected and 9 non-rejected ones were used for studying the miRNAs expression pattern using LNA-array probe assay and the result was evaluated by in house SYBR Green Real-time PCR protocols on 30 other tissue samples composed of 10 rejected and 20 non-rejected ones for the selected miRNAs. All samples were collected from liver transplanted patients with HCC. Results The study results revealed that in rejected patients compared to non-rejected ones, hsa-miR-3158-5p, -4449, -4511, and -4633-5p were up-regulated and hsa-miR-122-3p, -194-5p, 548as-3p, and -4284 were down-regulated. ROC curve analysis also confirmed that miR194-5p and -548as-3p in up-regulated and also, miR-3158-5p, -4449 in down-regulated microRNAs are significantly important molecules in rejection. Conclusion Finally, the tissue levels of specific miRNAs (especially hsa-miR-3158-5p, -4449, -194-5p and -548as-3p) significantly correlated with the development of HCC, which can be present as biomarkers after further completing studies. Supplementary information The online version contains supplementary material available at 10.1186/s12876-020-01596-2.
Collapse
Affiliation(s)
- Afsoon Afshari
- Shiraz Nephro-Urology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Shiraz Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ramin Yaghobi
- Shiraz Transplant Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Javad Mowla
- Genetic Department of Tarbiat, Modares University, Tehran, Iran
| |
Collapse
|
3
|
Isayama K, Watanabe K, Okamoto M, Murata T, Mizukami Y. Standardization of an LNA-based TaqMan assay qPCR analysis for Aspiculuris tetraptera DNA in mouse faeces. BMC Microbiol 2020; 20:371. [PMID: 33287731 PMCID: PMC7720592 DOI: 10.1186/s12866-020-02053-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 11/26/2020] [Indexed: 11/24/2022] Open
Abstract
Background Aspiculuris tetraptera, as a parasitic pinworm, is most frequently detected in laboratory mice, and transmission is mediated by the eggs contained in the faeces of infected mice. A highly sensitive and quantitative faeces-based diagnostic tool would be useful for the early detection of A. tetraptera to inhibit the expansion of infection. In this study, we developed a quantitative assay that exhibits high sensitivity in detecting A. tetraptera in faeces using PCR techniques. Results Endpoint PCR demonstrated the detection of A. tetraptera DNA in 0.5 ng genomic DNA extracted from the faeces of infected mice. To quantitatively detect the small amount of A. tetraptera DNA, locked nucleic acid (LNA)-based primers and LNA-based TaqMan probes were used for the quantitative PCR assay (qPCR). The combination of LNA-based DNA increased detection sensitivity by more than 100-fold compared to using normal oligo DNAs. The copy number of the A. tetraptera DNA detected was positively related to the infected faeces-derived genomic DNA with a simple linearity regression in the range of 20 pg to 15 ng of the genomic DNA. To more conveniently detect infection using faeces, the LNA-based TaqMan assay was applied to the crude fraction of the faeces without DNA purification. An assay using ethanol precipitation of the faeces yielded results consistent with those of direct microscopic observation. Conclusion The LNA-TaqMan assay developed in this study quantitatively detects A. tetraptera infection in mouse faeces. Supplementary Information The online version contains supplementary material available at 10.1186/s12866-020-02053-6.
Collapse
Affiliation(s)
- Keishiro Isayama
- Institute of Laboratory Animals, Yamaguchi University Science Research Center, Yamaguchi, 755-8505, Japan
| | - Kenji Watanabe
- Institute of Gene Research, Yamaguchi University Science Research Center, Yamaguchi, 755-8505, Japan
| | - Mariko Okamoto
- Laboratory of Veterinary Immunology, School of Veterinary Medicine, Azabu University, Sagamihara, 252-5201, Japan
| | - Tomoaki Murata
- Institute of Laboratory Animals, Yamaguchi University Science Research Center, Yamaguchi, 755-8505, Japan
| | - Yoichi Mizukami
- Institute of Gene Research, Yamaguchi University Science Research Center, Yamaguchi, 755-8505, Japan.
| |
Collapse
|
4
|
Kim YJ, Hosokawa K, Maeda M. Sensitivity Enhancement of MicroRNA Detection Using a Power-free Microfluidic Chip. ANAL SCI 2019; 35:1227-1236. [PMID: 31327815 DOI: 10.2116/analsci.19p211] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
We present a microRNA (miRNA) detection method that achieves enhanced sensitivity by means of a power-free microfluidic chip without the requirement of an external power source. The miRNA detection is completed by sandwich hybridization between probe DNAs and target miRNA with small sample volume (0.5 μL) within 20 min. Fluorescence signals after hybridization were amplified by laminar flow-assisted dendritic amplification (LFDA) using fluorescein isothiocyanate (FITC)-labeled streptavidin (F-SA) and biotinylated anti-streptavidin (B-anti-SA) as amplification reagents. To enhance the sensitivity of on-chip miRNA detection, the hybridization buffer solution was newly optimized with three main components-sodium dodecyl sulfate (SDS), formamide and dextran sulfate-that are known to strongly influence hybridization. An on-chip miRNA detection test in the newly optimized hybridization buffer (0.2% SDS, 5% formamide and 1% dextran sulfate) revealed dramatic increases in both the LFDA signal in the sample channel and the signal-to-background ratio (S/B ratio). Moreover, the LFDA signals in a blank reference channel remained low due to the suppression of non-specific bindings and hybridizations. By changing the hybridization buffer, we obtained an improved limit of detection (LOD) that was 0.045 pM (miRNA-196a) and 0.45 pM (miRNA-331), which are around 30- and 10-fold better than that of when control hybridization buffer was used. The improved performance of our miRNA detection system with short running time and high sensitivity could contribute to future research, including point-of-care diagnostic systems.
Collapse
Affiliation(s)
- Young-Jin Kim
- Bioengineering Laboratory, RIKEN Cluster for Pioneering Research, RIKEN
| | - Kazuo Hosokawa
- Bioengineering Laboratory, RIKEN Cluster for Pioneering Research, RIKEN
| | - Mizuo Maeda
- Bioengineering Laboratory, RIKEN Cluster for Pioneering Research, RIKEN
| |
Collapse
|
5
|
Chen M, Li H, Zhou D, Peng W, Lian G, Gao W, Gong X, Chang J. Reusable Bioluminescent Sensor for Ultrasensitive MicroRNA Detection Based on a Target-Introducing "Fuel-Loading" Mechanism. ACS APPLIED MATERIALS & INTERFACES 2019; 11:38586-38594. [PMID: 31559822 DOI: 10.1021/acsami.9b16480] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
As a kind of important potential biomarkers, the expression level of some microRNAs (miRNAs) is closely related to cancer development and progression. Herein, a reusable ultra-sensitive "fuel-loadings" bioluminescent sensor was constructed to detect the trace miRNA based on the cascading signal amplification, which combined the target-introducing "fuel-loading" mechanism and cyclic bioluminescence assay. In this sensor, magnetic beads labeled with hairpin DNA probes (hDNA) could specifically hybridize with the target miRNA and isolate these targets from samples. Then, the target-introducing "fuel loading" mechanism worked because the poly(A) polymerase can catalyze the template-independent sequential addition of adenosine monophosphate (AMP) to the 3' ends of the miRNA targets to produce long poly(A) tails. The long poly(A) tails provided lots of 5'AMPs (cleaved by Exonuclease T), which further as fuels were converted into adenosine-triphosphate (ATP) to generate an enhanced bioluminescent signal by cyclic AMP pyrophosphorylation-ATP dephosphorylation. The "fuel-loadings" bioluminescent sensor realized a high sensitivity with a limit-of-detection of about 22.6 aM for miRNA 21. Moreover, this "fuel-loadings" bioluminescent sensor not only achieved regenerable and reusable measurement in the same microwell to decrease the analysis costs, but also could directly detect miRNA 21 in the serum without complicated extraction procedures. It showed excellent coherence with quantitative reverse transcription polymerase chain reaction for miRNA 21 detection of cancer patients' samples, indicating clinical translation potential for miRNA detection.
Collapse
Affiliation(s)
- Minghui Chen
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Hengxuan Li
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Dianming Zhou
- Department of Toxicology, Tianjin Center for Disease Control and Prevention, Tianjin 300011, China
| | - Weipan Peng
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Guowei Lian
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Weichen Gao
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Xiaoqun Gong
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| | - Jin Chang
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology (Tianjin), Tianjin 300072, China
| |
Collapse
|
6
|
Mauger F, Deleuze JF. Technological advances in studying epigenetics biomarkers of prognostic potential for clinical research. PROGNOSTIC EPIGENETICS 2019:45-83. [DOI: 10.1016/b978-0-12-814259-2.00003-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
|
7
|
Choi C, Yoon S, Moon H, Bae YU, Kim CB, Diskul-Na-Ayudthaya P, Ngu TV, Munir J, Han J, Park SB, Moon JS, Song S, Ryu S. mirRICH, a simple method to enrich the small RNA fraction from over-dried RNA pellets. RNA Biol 2018; 15:763-772. [PMID: 29638187 PMCID: PMC6152462 DOI: 10.1080/15476286.2018.1451723] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Techniques to isolate the small RNA fraction (<200nt) by column-based methods are commercially available. However, their use is limited because of the relatively high cost. We found that large RNA molecules, including mRNAs and rRNAs, are aggregated together in the presence of salts when RNA pellets are over-dried. Moreover, once RNA pellets are over-dried, large RNA molecules are barely soluble again during the elution process, whereas small RNA molecules (<100nt) can be eluted. We therefore modified the acid guanidinium thiocyanate-phenol-chloroform (AGPC)-based RNA extraction protocol by skipping the 70% ethanol washing step and over-drying the RNA pellet for 1 hour at room temperature. We named this novel small RNA isolation method “mirRICH.” The quality of the small RNA sequences was validated by electrophoresis, next-generation sequencing, and quantitative PCR, and the findings support that our newly developed column-free method can successfully and efficiently isolate small RNAs from over-dried RNA pellets.
Collapse
Affiliation(s)
- Cheolwon Choi
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Seulgi Yoon
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Hyesu Moon
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Yun-Ui Bae
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Chae-Bin Kim
- b Department of Life Science and Biotechnology , Soonchunhyang University , South Korea
| | | | - Trinh Van Ngu
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Javaria Munir
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - JaeWook Han
- c Department of Life Science , Korea University , South Korea
| | | | - Jong-Seok Moon
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Sujung Song
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| | - Seongho Ryu
- a Soonchunhyang Institute of Med-bioscience (SIMS), Soonchunhyang University , South Korea
| |
Collapse
|
8
|
Cerqueira DM, Bodnar AJ, Phua YL, Freer R, Hemker SL, Walensky LD, Hukriede NA, Ho J. Bim gene dosage is critical in modulating nephron progenitor survival in the absence of microRNAs during kidney development. FASEB J 2017; 31:3540-3554. [PMID: 28446592 PMCID: PMC5503708 DOI: 10.1096/fj.201700010r] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 04/11/2017] [Indexed: 12/18/2022]
Abstract
Low nephron endowment at birth has been associated with an increased risk for developing hypertension and chronic kidney disease. We demonstrated in an earlier study that conditional deletion of the microRNA (miRNA)-processing enzyme Dicer from nephron progenitors results in premature depletion of the progenitors and increased expression of the proapoptotic protein Bim (also known as Bcl-2L11). In this study, we generated a compound mouse model with conditional deletion of both Dicer and Bim, to determine the biologic significance of increased Bim expression in Dicer-deficient nephron progenitors. The loss of Bim partially restored the number of nephron progenitors and improved nephron formation. The number of progenitors undergoing apoptosis was significantly reduced in kidneys with loss of a single allele, or both alleles, of Bim compared to mutant kidneys. Furthermore, 2 miRNAs expressed in nephron progenitors (miR-17 and miR-106b) regulated Bim levels in vitro and in vivo Together, these data suggest that miRNA-mediated regulation of Bim controls nephron progenitor survival during nephrogenesis, as one potential means of regulating nephron endowment.-Cerqueira, D. M., Bodnar, A. J., Phua, Y. L., Freer, R., Hemker, S. L., Walensky, L. D., Hukriede, N. A., Ho, J. Bim gene dosage is critical in modulating nephron progenitor survival in the absence of microRNAs during kidney development.
Collapse
Affiliation(s)
- Débora M Cerqueira
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Andrew J Bodnar
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Yu Leng Phua
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Rachel Freer
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Shelby L Hemker
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Loren D Walensky
- Department of Pediatric Oncology and the Linde Program in Cancer Chemical Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Neil A Hukriede
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jacqueline Ho
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA;
| |
Collapse
|
9
|
Du J, Cui C, Zhang S, Yang X, Lou J. Association of MicroRNA-146a and MicroRNA-149 Polymorphisms With Strokes in Asian Populations: An Updated Meta-Analysis. Angiology 2017; 68:863-870. [PMID: 28443377 DOI: 10.1177/0003319717704323] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Strokes are a major cause of disability and death worldwide. An association between microRNA-146a (miR-146a) and miR-149 polymorphisms and strokes was inconclusive. This meta-analysis aimed to reevaluate the strength of the association by searching online databases and retrieving relevant case-control studies published between 2000 and 2016. Nine articles including 8 on miR-146a rs2910164 G/C and 3 on miR-149 rs2292832 C/T in 3372 patients with stroke and 4394 controls were included. The miR-149 rs2292832 was significantly associated with the risk of a stroke under allelic (C vs T: odds ratio [OR] = 1.14; 95% confidence interval [CI] = 1.01-1.29; P = .03), homologous (CC vs TT: OR = 1.36; 95% CI = 1.05-1.77; P = .02), and recessive models (CC vs CT + TT: OR = 1.34; 95% CI = 1.05-1.71; P = .02). No correlation was detected between miR-146a rs2910164 and susceptibility to a stroke. In conclusion, the results suggested that miR-149 might be a risk factor for the development of a stroke, while miR-146a might not be. Well-designed studies with large populations are needed to clarify the association between miR-146a and miR-149 polymorphisms and strokes.
Collapse
Affiliation(s)
- Jiaxiu Du
- 1 Department of Neurology, People's Hospital of Zhengzhou, Zhengzhou, China
| | - Chuanju Cui
- 2 Department of Neurology, Zhengzhou First People's Hospital, Zhengzhou, China
| | - Shuling Zhang
- 1 Department of Neurology, People's Hospital of Zhengzhou, Zhengzhou, China
| | - Xiaopeng Yang
- 3 Department of Neurology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jiyu Lou
- 3 Department of Neurology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| |
Collapse
|
10
|
Abstract
miRNA-guided diagnostics is a powerful molecular approach for evaluating clinical samples through miRNA detection and/or visualization. To date, this approach has been successfully used to diagnose, manage, and/or monitor a wide range of neoplastic and non-neoplastic diseases. Despite the promise of miRNA-guided diagnostics, particularly in the field of minimally invasive biomarkers, several knowledge and practical issues confound or hinder translation into routine clinical practice including: miRNA sequence database errors, suboptimal RNA extraction methods, detection assay variability, a vast array of online resources for bioinformatic analyses, and non-standardized statistical analyses for miRNA clinical testing. In this review, we raise awareness of these issues and recommend research directions to help specialists in endocrinology and metabolism integrate miRNA testing into clinical decision-making.
Collapse
Affiliation(s)
- Dakota Gustafson
- Laboratory of Translational RNA Biology, Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON K7L 3N6, Canada.
| | - Kathrin Tyryshkin
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON K7L 3N6, Canada.
| | - Neil Renwick
- Laboratory of Translational RNA Biology, Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON K7L 3N6, Canada.
| |
Collapse
|
11
|
Hashemi‐Moghaddam H, Kashi M, Mowla SJ, Nouraee N. Separation of microRNA 21 as a cancer marker from glioblastoma cell line using molecularly imprinted polymer coated on silica nanoparticles. J Sep Sci 2016; 39:3564-70. [DOI: 10.1002/jssc.201600736] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 07/10/2016] [Accepted: 07/11/2016] [Indexed: 01/31/2023]
Affiliation(s)
| | - Mansooreh Kashi
- Department of Chemistry, Damghan BranchIslamic Azad University Damghan Iran
| | - Seyed Javad Mowla
- Department of Molecular Genetics, Faculty of Biological SciencesTarbiat Modares University Tehran Iran
| | - Nazila Nouraee
- Department of Molecular Genetics, Faculty of Biological SciencesTarbiat Modares University Tehran Iran
| |
Collapse
|
12
|
Orozco J, Villa E, Manes CL, Medlin LK, Guillebault D. Electrochemical RNA genosensors for toxic algal species: enhancing selectivity and sensitivity. Talanta 2016; 161:560-566. [PMID: 27769448 DOI: 10.1016/j.talanta.2016.08.073] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 08/18/2016] [Accepted: 08/28/2016] [Indexed: 10/21/2022]
Abstract
Harmful algal blooms (HABs) are becoming more frequent as climate changes, with tropical species moving northward. Monitoring programs detecting the presence of toxic algae before they bloom are of paramount importance to protect aquatic ecosystems, aquaculture, human health and local economies. Rapid and reliable species identification methods using molecular barcodes coupled to biosensor detection tools have received increasing attention over the past decade as an alternative to the impractical standard microscopic counting-based techniques. This work reports on a PCR amplification-free electrochemical genosensor for the enhanced selective and sensitive detection of RNA from multiple Mediterranean toxic algal species. For a sandwich hybridization (SHA), we designed longer capture and signal probes for more specific target discrimination against a single base-pair mismatch from closely related species and for reproducible signals. We optimized experimental conditions, viz., minimal probe concentration in the SHA on a screen-printed gold electrode and selected the best electrochemical mediator. Probes from 13 Mediterranean dinoflagellate species were tested under optimized conditions and the format further tested for quantification of RNA from environmental samples. We not only enhanced the selectivity and sensitivity of the state-of-the-art toxic algal genosensors but also increased the repertoire of toxic algal biosensors in the Mediterranean, towards an integral and automatic monitoring system.
Collapse
Affiliation(s)
- Jahir Orozco
- Microbia Environnement Observatoire Océanologique, Banyuls/mer, F-66651 France.
| | - Elisa Villa
- Microbia Environnement Observatoire Océanologique, Banyuls/mer, F-66651 France
| | - Carmem-Lara Manes
- Microbia Environnement Observatoire Océanologique, Banyuls/mer, F-66651 France
| | - Linda K Medlin
- Microbia Environnement Observatoire Océanologique, Banyuls/mer, F-66651 France
| | | |
Collapse
|
13
|
Manikandan M, Deva Magendhra Rao AK, Arunkumar G, Manickavasagam M, Rajkumar KS, Rajaraman R, Munirajan AK. Oral squamous cell carcinoma: microRNA expression profiling and integrative analyses for elucidation of tumourigenesis mechanism. Mol Cancer 2016; 15:28. [PMID: 27056547 PMCID: PMC4823852 DOI: 10.1186/s12943-016-0512-8] [Citation(s) in RCA: 150] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 03/31/2016] [Indexed: 12/22/2022] Open
Abstract
Background The advantages and utility of microRNAs (miRNAs) as diagnostic and prognostic cancer markers is at the vanguard in recent years. In this study, we attempted to identify and validate the differential expression of miRNAs in oral squamous cell carcinoma (OSCC), to correlate their expression with the clinico-pathological profile of tumours and to identify the signaling pathways through which the aberrantly expressed miRNAs effect tumourigenesis. Methods miRCURY LNA™ array with probes specific to 1168 miRNAs and TaqMan assays specific for 10 miRNAs was employed to evaluate and validate miRNA expression in a discovery cohort (n = 29) and validation cohort (n = 61) of primary OSCC tissue specimens, respectively. A computational pipeline with sequential integration of data from miRTarBase, CytoScape, UniProtKB and DIANA-miRPath was utilized to map the target genes of deregulated miRNAs and associated molecular pathways. Results Microarray profiling identified 46 miRNAs that were differentially expressed in OSCC. Unsupervised clustering demonstrated a high degree of molecular heterogeneity across the tumour samples as the clusters did not represent any of their clinico-pathological characteristics. The differential expression of 10 miRNAs were validated by RT-qPCR (let-7a, let-7d, let-7f and miR-16 were downregulated while miR-29b, miR-142-3p, miR-144, miR-203, and miR-223 were upregulated in OSCC; the expression of miR-1275 was variable in tumours, with high levels associated to regional lymph node invasion; additionally, miR-223 exhibited an association with advanced tumour stage/size). In silico analyses of the experimentally confirmed target genes of miRNAs revamp the relationship of upregulated miRNAs with tumour suppressor genes and of downregulated miRNAs with oncogenes. Further, the differentially expressed miRNAs may play a role by simultaneously activating genes of PI3K/Akt signaling on one hand and by repressing genes of p53 signaling pathway on the other. Conclusions The identified differentially expressed miRNAs and signaling pathways deregulated in OSCC have implications for the development of novel therapeutic strategies. To the best of our knowledge, this is the first report to show the association of miR-1275 with nodal invasion and the upregulation of miR-144 in OSCC. Electronic supplementary material The online version of this article (doi:10.1186/s12943-016-0512-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Mayakannan Manikandan
- Department of Genetics, Dr. ALM PG Institute of Basic Medical Sciences, University of Madras, Taramani campus, Chennai, 600113, Tamil Nadu, India
| | - Arungiri Kuha Deva Magendhra Rao
- Department of Genetics, Dr. ALM PG Institute of Basic Medical Sciences, University of Madras, Taramani campus, Chennai, 600113, Tamil Nadu, India
| | - Ganesan Arunkumar
- Department of Genetics, Dr. ALM PG Institute of Basic Medical Sciences, University of Madras, Taramani campus, Chennai, 600113, Tamil Nadu, India
| | - Meenakshisundaram Manickavasagam
- Department of Medical Oncology, Government Arignar Anna Memorial Cancer Research Institute and Hospital, Karapettai, Kanchipuram, 631502, Tamil Nadu, India
| | | | - Ramamurthy Rajaraman
- Centre for Oncology, Government Royapettah Hospital & Kilpauk Medical College, Chennai, 600014, Tamil Nadu, India
| | - Arasambattu Kannan Munirajan
- Department of Genetics, Dr. ALM PG Institute of Basic Medical Sciences, University of Madras, Taramani campus, Chennai, 600113, Tamil Nadu, India.
| |
Collapse
|
14
|
Roth W, Hecker D, Fava E. Systems Biology Approaches to the Study of Biological Networks Underlying Alzheimer's Disease: Role of miRNAs. Methods Mol Biol 2016; 1303:349-377. [PMID: 26235078 DOI: 10.1007/978-1-4939-2627-5_21] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
MicroRNAs (miRNAs) are emerging as significant regulators of mRNA complexity in the human central nervous system (CNS) thereby controlling distinct gene expression profiles in a spatio-temporal manner during development, neuronal plasticity, aging and (age-related) neurodegeneration, including Alzheimer's disease (AD). Increasing effort is expended towards dissecting and deciphering the molecular and genetic mechanisms of neurobiological and pathological functions of these brain-enriched miRNAs. Along these lines, recent data pinpoint distinct miRNAs and miRNA networks being linked to APP splicing, processing and Aβ pathology (Lukiw et al., Front Genet 3:327, 2013), and furthermore, to the regulation of tau and its cellular subnetworks (Lau et al., EMBO Mol Med 5:1613, 2013), altogether underlying the onset and propagation of Alzheimer's disease. MicroRNA profiling studies in Alzheimer's disease suffer from poor consensus which is an acknowledged concern in the field, and constitutes one of the current technical challenges. Hence, a strong demand for experimental and computational systems biology approaches arises, to incorporate and integrate distinct levels of information and scientific knowledge into a complex system of miRNA networks in the context of the transcriptome, proteome and metabolome in a given cellular environment. Here, we will discuss the state-of-the-art technologies and computational approaches on hand that may lead to a deeper understanding of the complex biological networks underlying the pathogenesis of Alzheimer's disease.
Collapse
Affiliation(s)
- Wera Roth
- German Center for Neurodegenerative Diseases (DZNE), Ludwig-Erhard-Allee 2, 53175, Bonn, Germany
| | | | | |
Collapse
|
15
|
Gulino R, Forte S, Parenti R, Memeo L, Gulisano M. MicroRNA and pediatric tumors: Future perspectives. Acta Histochem 2015; 117:339-54. [PMID: 25765112 DOI: 10.1016/j.acthis.2015.02.007] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2014] [Revised: 02/02/2015] [Accepted: 02/10/2015] [Indexed: 12/20/2022]
Abstract
A better understanding of pediatric tumor biology is needed to allow the development of less toxic and more efficient therapies, as well as to provide novel reliable biomarkers for diagnosis and risk stratification. The emerging role of microRNAs in controlling key pathways implicated in tumorigenesis makes their use in diagnostics a powerful novel tool for the early detection, risk assessment and prognosis, as well as for the development of innovative anticancer therapies. This perspective would be more urgent for the clinical management of pediatric cancer. In this review, we focus on the involvement of microRNAs in the biology of the main childhood tumors, describe their clinical significance and discuss their potential use as novel therapeutic tools and targets.
Collapse
Affiliation(s)
- Rosario Gulino
- IOM Ricerca s.r.l., Via Penninazzo 11, 95029 Viagrande, Italy.
| | - Stefano Forte
- IOM Ricerca s.r.l., Via Penninazzo 11, 95029 Viagrande, Italy
| | - Rosalba Parenti
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 64, 95127 Catania, Italy
| | - Lorenzo Memeo
- IOM Ricerca s.r.l., Via Penninazzo 11, 95029 Viagrande, Italy
| | - Massimo Gulisano
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 64, 95127 Catania, Italy
| |
Collapse
|
16
|
Shen Y, Tian F, Chen Z, Li R, Ge Q, Lu Z. Amplification-based method for microRNA detection. Biosens Bioelectron 2015; 71:322-331. [PMID: 25930002 DOI: 10.1016/j.bios.2015.04.057] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/17/2015] [Accepted: 04/18/2015] [Indexed: 12/20/2022]
Abstract
Over the last two decades, the study of miRNAs has attracted tremendous attention since they regulate gene expression post-transcriptionally and have been demonstrated to be dysregulated in many diseases. Detection methods with higher sensitivity, specificity and selectivity between precursors and mature microRNAs are urgently needed and widely studied. This review gave an overview of the amplification-based technologies including traditional methods, current modified methods and the cross-platforms of them combined with other techniques. Many progresses were found in the modified amplification-based microRNA detection methods, while traditional platforms could not be replaced until now. Several sample-specific normalizers had been validated, suggesting that the different normalizers should be established for different sample types and the combination of several normalizers might be more appropriate than a single universal normalizer. This systematic overview would be useful to provide comprehensive information for subsequent related studies and could reduce the un-necessary repetition in the future.
Collapse
Affiliation(s)
- Yanting Shen
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| | - Fei Tian
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| | - Zhenzhu Chen
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| | - Rui Li
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| | - Qinyu Ge
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China; State Key Laboratory of Bioelectronics, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| | - Zuhong Lu
- Research Center for Learning Science, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China; State Key Laboratory of Bioelectronics, Southeast University, Sipailou road no. 2, Nanjing, Jiangsu Province 2100096, PR China.
| |
Collapse
|
17
|
Abstract
Microarray technology has evolved to efficiently profile the expression of RNAs. However, analysis of small non-coding RNAs (ncRNAs) is challenging due to their short length and highly divergent sequences with large variation in GC content leading to very different hybridization properties. To overcome these challenges, LNA-modified oligonucleotides have been used to enhance and normalize the melting temperature (Tm) of capture probes, which allows sensitive profiling of small ncRNAs regardless of their sequence. Here, we describe the isolation and labeling of small non-coding RNAs, as well as their hybridization to microarrays with LNA-modified oligonucleotide probes using a semi-automated hybridization device.
Collapse
Affiliation(s)
- Michael Karbiener
- Institute for Diabetes and Cancer (IDC), Helmholtz Zentrum München, Ingolstädter Landstrasse 1, 85674, Neuherberg, Germany
| | | |
Collapse
|
18
|
Shalaby T, Fiaschetti G, Baumgartner M, Grotzer MA. MicroRNA signatures as biomarkers and therapeutic target for CNS embryonal tumors: the pros and the cons. Int J Mol Sci 2014; 15:21554-86. [PMID: 25421247 PMCID: PMC4264241 DOI: 10.3390/ijms151121554] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Revised: 11/07/2014] [Accepted: 11/08/2014] [Indexed: 12/19/2022] Open
Abstract
Embryonal tumors of the central nervous system represent a heterogeneous group of childhood cancers with an unknown pathogenesis; diagnosis, on the basis of histological appearance alone, is controversial and patients’ response to therapy is difficult to predict. They encompass medulloblastoma, atypical teratoid/rhabdoid tumors and a group of primitive neuroectodermal tumors. All are aggressive tumors with the tendency to disseminate throughout the central nervous system. The large amount of genomic and molecular data generated over the last 5–10 years encourages optimism that new molecular targets will soon improve outcomes. Recent neurobiological studies have uncovered the key role of microRNAs (miRNAs) in embryonal tumors biology and their potential use as biomarkers is increasingly being recognized and investigated. However the successful use of microRNAs as reliable biomarkers for the detection and management of pediatric brain tumors represents a substantial challenge. This review debates the importance of miRNAs in the biology of central nervous systemembryonal tumors focusing on medulloblastoma and atypical teratoid/rhabdoid tumors and highlights the advantages as well as the limitations of their prospective application as biomarkers and candidates for molecular therapeutic targets.
Collapse
Affiliation(s)
- Tarek Shalaby
- Department of Oncology, University Children's Hospital of Zurich, Steinwiesstrasse 75, Zurich 8032, Switzerland.
| | - Giulio Fiaschetti
- Department of Oncology, University Children's Hospital of Zurich, Steinwiesstrasse 75, Zurich 8032, Switzerland.
| | - Martin Baumgartner
- Department of Oncology, University Children's Hospital of Zurich, Steinwiesstrasse 75, Zurich 8032, Switzerland.
| | - Michael A Grotzer
- Department of Oncology, University Children's Hospital of Zurich, Steinwiesstrasse 75, Zurich 8032, Switzerland.
| |
Collapse
|
19
|
Lu A, Huang Z, Zhang C, Zhang X, Zhao J, Zhang H, Zhang Q, Wu S, Yi X. Differential expression of microRNAs in dorsal root ganglia after sciatic nerve injury. Neural Regen Res 2014; 9:1031-40. [PMID: 25206756 PMCID: PMC4146302 DOI: 10.4103/1673-5374.133164] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2014] [Indexed: 12/22/2022] Open
Abstract
This study investigated the possible involvement of microRNAs in the regulation of genes that participate in peripheral neural regeneration. A microRNA microarray analysis was conducted and 23 microRNAs were identified whose expression was significantly changed in rat dorsal root ganglia after sciatic nerve transection. The expression of one of the downregulated microRNAs, microRNA-214, was validated using quantitative reverse transcriptase-PCR. MicroRNA-214 was predicted to target the 3'-untranslated region of Slit-Robo GTPase-activating protein 3. In situ hybridization verified that microRNA-214 was located in the cytoplasm of dorsal root ganglia primary neurons and was downregulated following sciatic nerve transection. Moreover, a combination of in situ hybridization and immunohistochemistry revealed that microRNA-214 and Slit-Robo GTPase-activating protein 3 were co-localized in dorsal root ganglion primary neurons. Western blot analysis suggested that Slit-Robo GTPase-activating protein 3 was upregulated in dorsal root ganglion neurons after sciatic nerve transection. These data demonstrate that microRNA-214 is located and differentially expressed in dorsal root ganglion primary neurons and may participate in regulating the gene expression of Slit-Robo GTPase-activating protein 3 after sciatic nerve transection.
Collapse
Affiliation(s)
- Anjie Lu
- Department of Orthopedics, the Third Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Zufa Huang
- Department of Orthopedics, the Third Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Chaoyue Zhang
- Department of Orthopedics, the Third Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Xianfang Zhang
- Neurosciences Research Department, Hainan Medical University, Haikou, Hainan Province, China
| | - Jiuhong Zhao
- Neurosciences Research Department, Hainan Medical University, Haikou, Hainan Province, China
| | - Haiying Zhang
- Neurosciences Research Department, Hainan Medical University, Haikou, Hainan Province, China
| | - Quanpeng Zhang
- Neurosciences Research Department, Hainan Medical University, Haikou, Hainan Province, China
| | - Song Wu
- Department of Orthopedics, the Third Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Xinan Yi
- Neurosciences Research Department, Hainan Medical University, Haikou, Hainan Province, China
| |
Collapse
|
20
|
Søkilde R, Vincent M, Møller AK, Hansen A, Høiby PE, Blondal T, Nielsen BS, Daugaard G, Møller S, Litman T. Efficient identification of miRNAs for classification of tumor origin. J Mol Diagn 2013; 16:106-15. [PMID: 24211363 DOI: 10.1016/j.jmoldx.2013.10.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Revised: 09/16/2013] [Accepted: 10/01/2013] [Indexed: 12/18/2022] Open
Abstract
Carcinomas of unknown primary origin constitute 3% to 5% of all newly diagnosed metastatic cancers, with the primary source difficult to classify with current histological methods. Effective cancer treatment depends on early and accurate identification of the tumor; patients with metastases of unknown origin have poor prognosis and short survival. Because miRNA expression is highly tissue specific, the miRNA profile of a metastasis may be used to identify its origin. We therefore evaluated the potential of miRNA profiling to identify the primary tumor of known metastases. Two hundred eight formalin-fixed, paraffin-embedded samples, representing 15 different histologies, were profiled on a locked nucleic acid-enhanced microarray platform, which allows for highly sensitive and specific detection of miRNA. On the basis of these data, we developed and cross-validated a novel classification algorithm, least absolute shrinkage and selection operator, which had an overall accuracy of 85% (CI, 79%-89%). When the classifier was applied on an independent test set of 48 metastases, the primary site was correctly identified in 42 cases (88% accuracy; CI, 75%-94%). Our findings suggest that miRNA expression profiling on paraffin tissue can efficiently predict the primary origin of a tumor and may provide pathologists with a molecular diagnostic tool that can improve their capability to correctly identify the origin of hitherto unidentifiable metastatic tumors and, eventually, enable tailored therapy.
Collapse
Affiliation(s)
| | | | - Anne K Møller
- Department of Oncology, State University Hospital, Copenhagen, Denmark
| | - Alastair Hansen
- Department of Pathology, Herlev University Hospital, Herlev, Denmark
| | | | | | | | - Gedske Daugaard
- Department of Oncology, State University Hospital, Copenhagen, Denmark
| | | | | |
Collapse
|
21
|
Abstract
microRNAs (miRNAs) are a class of small noncoding RNA that bind to complementary sequences in the untranslated regions of multiple target mRNAs resulting in posttranscriptional regulation of gene expression. The recent discovery and expression-profiling studies of miRNAs in domestic livestock have revealed both their tissue-specific and temporal expression pattern. In addition, breed-dependent expression patterns as well as single nucleotide polymorphisms in either the miRNA or in the target mRNA binding site have revealed associations with traits of economic importance and highlight the potential use of miRNAs in future genomic selection programs.
Collapse
Affiliation(s)
- Attia Fatima
- Department of Bioinformatics, National University of Ireland Galway, Galway, Ireland; and
- Animal and Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Mellows Campus, Athenry, Co. Galway, Ireland
| | - Dermot G. Morris
- Animal and Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Mellows Campus, Athenry, Co. Galway, Ireland
| |
Collapse
|
22
|
Dong H, Lei J, Ding L, Wen Y, Ju H, Zhang X. MicroRNA: Function, Detection, and Bioanalysis. Chem Rev 2013; 113:6207-33. [PMID: 23697835 DOI: 10.1021/cr300362f] [Citation(s) in RCA: 883] [Impact Index Per Article: 73.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Haifeng Dong
- Research Center for Bioengineering and Sensing Technology, University of Science & Technology Beijing, Beijing 100083, P. R. China
| | - Jianping Lei
- State Key Laboratory of Analytical
Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210093, P. R. China
| | - Lin Ding
- State Key Laboratory of Analytical
Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210093, P. R. China
| | - Yongqiang Wen
- Research Center for Bioengineering and Sensing Technology, University of Science & Technology Beijing, Beijing 100083, P. R. China
| | - Huangxian Ju
- State Key Laboratory of Analytical
Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210093, P. R. China
| | - Xueji Zhang
- Research Center for Bioengineering and Sensing Technology, University of Science & Technology Beijing, Beijing 100083, P. R. China
| |
Collapse
|
23
|
De Guire V, Robitaille R, Tétreault N, Guérin R, Ménard C, Bambace N, Sapieha P. Circulating miRNAs as sensitive and specific biomarkers for the diagnosis and monitoring of human diseases: promises and challenges. Clin Biochem 2013; 46:846-60. [PMID: 23562576 DOI: 10.1016/j.clinbiochem.2013.03.015] [Citation(s) in RCA: 166] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Revised: 02/22/2013] [Accepted: 03/25/2013] [Indexed: 01/04/2023]
Abstract
The regulation and modulation of gene expression has been a central focus of modern biomedical research ever since the first molecular elucidation of DNA. The cellular mechanisms by which genes are expressed and repressed hold valuable insight for maintaining tissue homeostasis or conversely provide mechanistic understanding of disease progression. Hence, the discovery of the first miRNA in humans roughly a decade ago profoundly shook the previously established dogmas of gene regulation. Since, these small RNAs of around 20 nucleotides have unquestionably influenced almost every area of medical research. This momentum has now spread to the clinical arena. Hundreds of papers have already been published shedding light on the mechanisms of action of miRNAs, their profound stability in almost every bodily fluid and relating their presence to disease state and severity of disease progression. In this review, we explore the diagnostic potential of miRNAs in the clinical laboratory with a focus on studies reporting the detection of miRNAs in blood and urine for investigation of human disease. Sensitivities, specificities, areas under the curve, group descriptions and miRNAs of interest for 69 studies covering a broad range of diseases are provided. We discuss the practicality of miRNAs in the screening, diagnosis and prognosis of a range of pathologies. Characteristics and pitfalls of miRNA detection in blood are also discussed. The topics covered here are pertinent in the design of future miRNA-based detection strategies for use in clinical biochemistry laboratory settings.
Collapse
Affiliation(s)
- V De Guire
- Department of Biochemistry, Maisonneuve-Rosemont Hospital, 5415, boulevard de l'Assomption, Montréal, Québec, H1T 2M4, Canada.
| | | | | | | | | | | | | |
Collapse
|
24
|
Verma M, Khoury MJ, Ioannidis JPA. Opportunities and challenges for selected emerging technologies in cancer epidemiology: mitochondrial, epigenomic, metabolomic, and telomerase profiling. Cancer Epidemiol Biomarkers Prev 2013; 22:189-200. [PMID: 23242141 PMCID: PMC3565041 DOI: 10.1158/1055-9965.epi-12-1263] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Remarkable progress has been made in the last decade in new methods for biologic measurements using sophisticated technologies that go beyond the established genome, proteome, and gene expression platforms. These methods and technologies create opportunities to enhance cancer epidemiologic studies. In this article, we describe several emerging technologies and evaluate their potential in epidemiologic studies. We review the background, assays, methods, and challenges and offer examples of the use of mitochondrial DNA and copy number assessments, epigenomic profiling (including methylation, histone modification, miRNAs, and chromatin condensation), metabolite profiling (metabolomics), and telomere measurements. We map the volume of literature referring to each one of these measurement tools and the extent to which efforts have been made at knowledge integration (e.g., systematic reviews and meta-analyses). We also clarify strengths and weaknesses of the existing platforms and the range of type of samples that can be tested with each of them. These measurement tools can be used in identifying at-risk populations and providing novel markers of survival and treatment response. Rigorous analytic and validation standards, transparent availability of massive data, and integration in large-scale evidence are essential in fulfilling the potential of these technologies.
Collapse
Affiliation(s)
- Mukesh Verma
- Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
| | | | | |
Collapse
|
25
|
Lundin KE, Højland T, Hansen BR, Persson R, Bramsen JB, Kjems J, Koch T, Wengel J, Smith CIE. Biological activity and biotechnological aspects of locked nucleic acids. ADVANCES IN GENETICS 2013; 82:47-107. [PMID: 23721720 DOI: 10.1016/b978-0-12-407676-1.00002-0] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Locked nucleic acid (LNA) is one of the most promising new nucleic acid analogues that has been produced under the past two decades. In this chapter, we have tried to cover many of the different areas, where this molecule has been used to improve the function of synthetic oligonucleotides (ONs). The use of LNA in antisense ONs, including gapmers, splice-switching ONs, and siLNA, as well as antigene ONs, is reviewed. Pharmacokinetics as well as pharmacodynamics of LNA ONs and a description of selected compounds in, or close to, clinical testing are described. In addition, new LNA modifications and the adaptation of enzymes for LNA incorporation are reviewed. Such enzymes may become important for the development of stabilized LNA-containing aptamers.
Collapse
Affiliation(s)
- Karin E Lundin
- Clinical Research Center, Department of Laboratory Medicine, Karolinska Institutet, Novum, Huddinge, Stockholm, Sweden.
| | | | | | | | | | | | | | | | | |
Collapse
|
26
|
Gaedcke J, Grade M, Camps J, Søkilde R, Kaczkowski B, Schetter AJ, Difilippantonio MJ, Harris CC, Ghadimi BM, Møller S, Beissbarth T, Ried T, Litman T. The rectal cancer microRNAome--microRNA expression in rectal cancer and matched normal mucosa. Clin Cancer Res 2012; 18:4919-30. [PMID: 22850566 DOI: 10.1158/1078-0432.ccr-12-0016] [Citation(s) in RCA: 152] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE miRNAs play a prominent role in a variety of physiologic and pathologic biologic processes, including cancer. For rectal cancers, only limited data are available on miRNA expression profiles, whereas the underlying genomic and transcriptomic aberrations have been firmly established. We therefore, aimed to comprehensively map the miRNA expression patterns of this disease. EXPERIMENTAL DESIGN Tumor biopsies and corresponding matched mucosa samples were prospectively collected from 57 patients with locally advanced rectal cancers. Total RNA was extracted, and tumor and mucosa miRNA expression profiles were subsequently established for all patients. The expression of selected miRNAs was validated using semi-quantitative real-time PCR. RESULTS Forty-nine miRNAs were significantly differentially expressed (log(2)-fold difference >0.5 and P < 0.001) between rectal cancer and normal rectal mucosa. The predicted targets for these miRNAs were enriched for the following pathways: Wnt, TGF-beta, mTOR, insulin, mitogen-activated protein kinase, and ErbB signaling. Thirteen of these 49 miRNAs seem to be rectal cancer-specific, and have not been previously reported for colon cancers: miR-492, miR-542-5p, miR-584, miR-483-5p, miR-144, miR-2110, miR-652, miR-375, miR-147b, miR-148a, miR-190, miR-26a/b, and miR-338-3p. Of clinical impact, miR-135b expression correlated significantly with disease-free and cancer-specific survival in an independent multicenter cohort of 116 patients. CONCLUSION This comprehensive analysis of the rectal cancer miRNAome uncovered novel miRNAs and pathways associated with rectal cancer. This information contributes to a detailed view of this disease. Moreover, the identification and validation of miR-135b may help to identify novel molecular targets and pathways for therapeutic exploitation.
Collapse
Affiliation(s)
- Jochen Gaedcke
- Department of General and Visceral Surgery, Medical Statistics, University Medical Center, Göttingen, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
27
|
Pritchard CC, Cheng HH, Tewari M. MicroRNA profiling: approaches and considerations. Nat Rev Genet 2012; 13:358-69. [PMID: 22510765 DOI: 10.1038/nrg3198] [Citation(s) in RCA: 1288] [Impact Index Per Article: 99.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
MicroRNAs (miRNAs) are small RNAs that post-transcriptionally regulate the expression of thousands of genes in a broad range of organisms in both normal physiological contexts and in disease contexts. miRNA expression profiling is gaining popularity because miRNAs, as key regulators in gene expression networks, can influence many biological processes and also show promise as biomarkers for disease. Technological advances have spawned a multitude of platforms for miRNA profiling, and an understanding of the strengths and pitfalls of different approaches can aid in their effective use. Here, we review the major considerations for carrying out and interpreting results of miRNA-profiling studies.
Collapse
Affiliation(s)
- Colin C Pritchard
- Department of Laboratory Medicine, University of Washington, Seattle, Washington, USA
| | | | | |
Collapse
|
28
|
Akerblom M, Sachdeva R, Jakobsson J. Functional Studies of microRNAs in Neural Stem Cells: Problems and Perspectives. Front Neurosci 2012; 6:14. [PMID: 22347160 PMCID: PMC3273711 DOI: 10.3389/fnins.2012.00014] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2011] [Accepted: 01/19/2012] [Indexed: 11/13/2022] Open
Abstract
In adult mammals, neural stem cells (NSCs) are found in two niches of the brain; the subventricular zone by the lateral ventricles and the subgranular zone of the dentate gyrus in the hippocampus. Neurogenesis is a complex process that is tightly controlled on a molecular level. Recently, microRNAs (miRNAs) have been implicated to play a central role in the regulation of NCSs. miRNAs are small, endogenously expressed RNAs that regulate gene expression at the post-transcriptional level. However, functional studies of miRNAs are complicated due to current technical limitations. In this review we describe recent findings about miRNAs in NSCs looking closely at miR-124, miR-9, and let-7. In addition, we highlight technical strategies used to investigate miRNA function, accentuating limitations, and potentials.
Collapse
Affiliation(s)
- Malin Akerblom
- Laboratory of Molecular Neurogenetics, Department of Experimental Medical Science, Wallenberg Neuroscience Center, Lund University Lund, Sweden
| | | | | |
Collapse
|
29
|
Husted S, Søkilde R, Rask L, Cirera S, Busk PK, Eriksen J, Litman T. MicroRNA expression profiles associated with development of drug resistance in Ehrlich ascites tumor cells. Mol Pharm 2011; 8:2055-62. [PMID: 21899346 DOI: 10.1021/mp200255d] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Multidrug resistance (MDR) poses a major obstacle to successful chemotherapeutic treatment of cancer, and often involves multiple genes, which may be regulated post-transcriptionally by microRNAs (miRNAs). The purpose of the present study was therefore to identify any resistance-associated changes in miRNA expression in a sensitive and five increasingly drug-resistant Ehrlich ascites tumor (EAT) cell lines, representing different steps in the development of resistance. We used an LNA-enhanced microarray platform to study the global miRNA expression profiles in the six murine EAT cell lines, and identified growth-, hypoxia-, and resistance-specific miRNA patterns. Among the differentially expressed miRNAs, we found the two clusters miR-183∼miR-96∼miR-182 and miR-200b∼miR-200a∼miR-429 as well as miR-141 to be consistently upregulated in the MDR cell lines, while miR-125b-5p and the two clusters miR-30d∼miR-30b and miR-23b∼miR-27b∼miR-24-1 were downregulated in most of the resistant EAT cells. Several of the target genes for these miRNAs-including Zeb1/Zeb2 and members of the Fox gene family-could contribute to the drug-resistant phenotype, although we did not find that the degree of resistance was directly correlated to any specific changes in miRNA expression. Probably, the observed miRNA expression patterns reflect the underlying genomic instability of the tumor cells, and further studies are needed to explore how the highly complex regulatory miRNA networks contribute to the development of MDR.
Collapse
Affiliation(s)
- Susanne Husted
- Department of Oncology, Herlev Hospital, University of Copenhagen, Herlev, Denmark
| | | | | | | | | | | | | |
Collapse
|
30
|
Castoldi M, Vujic Spasic M, Altamura S, Elmén J, Lindow M, Kiss J, Stolte J, Sparla R, D'Alessandro LA, Klingmüller U, Fleming RE, Longerich T, Gröne HJ, Benes V, Kauppinen S, Hentze MW, Muckenthaler MU. The liver-specific microRNA miR-122 controls systemic iron homeostasis in mice. J Clin Invest 2011; 121:1386-96. [PMID: 21364282 DOI: 10.1172/jci44883] [Citation(s) in RCA: 189] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2010] [Accepted: 01/05/2011] [Indexed: 12/12/2022] Open
Abstract
Systemic iron homeostasis is mainly controlled by the liver through synthesis of the peptide hormone hepcidin (encoded by Hamp), the key regulator of duodenal iron absorption and macrophage iron release. Here we show that the liver-specific microRNA miR-122 is important for regulating Hamp mRNA expression and tissue iron levels. Efficient and specific depletion of miR-122 by injection of a locked-nucleic-acid-modified (LNA-modified) anti-miR into WT mice caused systemic iron deficiency, characterized by reduced plasma and liver iron levels, mildly impaired hematopoiesis, and increased extramedullary erythropoiesis in the spleen. Moreover, miR-122 inhibition increased the amount of mRNA transcribed by genes that control systemic iron levels, such as hemochromatosis (Hfe), hemojuvelin (Hjv), bone morphogenetic protein receptor type 1A (Bmpr1a), and Hamp. Importantly, miR-122 directly targeted the 3′ untranslated region of 2 mRNAs that encode activators of hepcidin expression, Hfe and Hjv. These data help to explain the increased Hamp mRNA levels and subsequent iron deficiency in mice with reduced miR-122 levels and establish a direct mechanistic link between miR-122 and the regulation of systemic iron metabolism.
Collapse
Affiliation(s)
- Mirco Castoldi
- Department of Pediatric Hematology, Oncology, and Immunology, University of Heidelberg, Heidelberg, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
31
|
Ho J, Pandey P, Schatton T, Sims-Lucas S, Khalid M, Frank MH, Hartwig S, Kreidberg JA. The pro-apoptotic protein Bim is a microRNA target in kidney progenitors. J Am Soc Nephrol 2011; 22:1053-63. [PMID: 21546576 PMCID: PMC3103725 DOI: 10.1681/asn.2010080841] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Accepted: 01/25/2011] [Indexed: 01/20/2023] Open
Abstract
Understanding the mechanisms that regulate nephron progenitors during kidney development should aid development of therapies for renal failure. MicroRNAs, which modulate gene expression through post-transcriptional repression of specific target mRNAs, contribute to the differentiation of stem cells, but their role in nephrogenesis is incompletely understood. Here, we found that the loss of miRNAs in nephron progenitors results in a premature depletion of this population during kidney development. Increased apoptosis and expression of the pro-apoptotic protein Bim accompanied this depletion. Profiling of miRNA expression during nephrogenesis identified several highly expressed miRNAs (miR-10a, miR-106b, miR-17-5p) in nephron progenitors that are either known or predicted to target Bim. We propose that modulation of apoptosis by miRNAs may determine congenital nephron endowment. Furthermore, our data implicate the pro-apoptotic protein Bim as a miRNA target in nephron progenitors.
Collapse
Affiliation(s)
- Jacqueline Ho
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
| | - Priyanka Pandey
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
| | - Tobias Schatton
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Transplantation Research Center, Children's Hospital Boston and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; and
| | - Sunder Sims-Lucas
- Division of Nephrology, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Myda Khalid
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
| | - Markus H. Frank
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Transplantation Research Center, Children's Hospital Boston and Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; and
| | - Sunny Hartwig
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
| | - Jordan A Kreidberg
- Department of Medicine, Children's Hospital Boston, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Harvard Stem Cell Institute, Cambridge, Massachusetts
| |
Collapse
|
32
|
de Planell-Saguer M, Rodicio MC. Analytical aspects of microRNA in diagnostics: a review. Anal Chim Acta 2011; 699:134-52. [PMID: 21704768 DOI: 10.1016/j.aca.2011.05.025] [Citation(s) in RCA: 206] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Revised: 04/26/2011] [Accepted: 05/16/2011] [Indexed: 12/26/2022]
Abstract
MicroRNAs (miRNA) are short (∼22 nucleotides) non-coding RNA molecules that regulate gene expression at the post-transcriptional level. Their expression is specific to cells and tissues and is temporally regulated. miRNAs are known to be involved in developmental and physiological processes, and their dysregulation leads to development of diseases. Since their profiles reflect pathological processes, miRNAs have recently been proposed as being useful in diagnostics as biomarkers of the onset, prognosis and risk of diseases, as well as in the classification of different types of cancer. The establishment of miRNA profiles that are representative of diseases and the detection of different types and levels of miRNA in samples are therefore critical milestones in diagnostics. miRNAs can be detected in blood and body fluids as well as in tissues, thus making non-invasive collection of samples possible. For a method to be useful in diagnostics, it should be simple, inexpensive and highly sensitive. Here, we will review current methods of detecting miRNAs and indicate the advantages and disadvantages of each techniques. We will then summarize some of the clinical evidence for the potential application of miRNAs as biomarkers in diagnostics. We conclude providing some general perspectives on the use of miRNAs in clinical situations, including therapeutic applications.
Collapse
Affiliation(s)
- Mariàngels de Planell-Saguer
- Center for Motor Neuron Biology and Disease, Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032, USA.
| | | |
Collapse
|
33
|
Søkilde R, Kaczkowski B, Podolska A, Cirera S, Gorodkin J, Møller S, Litman T. Global microRNA analysis of the NCI-60 cancer cell panel. Mol Cancer Ther 2011; 10:375-84. [PMID: 21252286 DOI: 10.1158/1535-7163.mct-10-0605] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
MicroRNAs (miRNA) are a group of short noncoding RNAs that regulate gene expression at the posttranscriptional level. They are involved in many biological processes, including development, differentiation, apoptosis, and carcinogenesis. Because miRNAs may play a role in the initiation and progression of cancer, they comprise a novel class of promising diagnostic and prognostic molecular markers and potential drug targets. By applying an LNA-enhanced microarray platform, we studied the expression profiles of 955 miRNAs in the NCI-60 cancer cell lines and identified tissue- and cell-type-specific miRNA patterns by unsupervised hierarchical clustering and statistical analysis. A comparison of our data to three previously published miRNA expression studies on the NCI-60 panel showed a remarkably high correlation between the different technical platforms. In addition, the current work contributes expression data for 369 miRNAs that have not previously been profiled. Finally, by matching drug sensitivity data for the NCI-60 cells to their miRNA expression profiles, we found numerous drug-miRNAs pairs, for which the miRNA expression and drug sensitivity profiles were highly correlated and thus represent potential candidates for further investigation of drug resistance and sensitivity mechanisms.
Collapse
Affiliation(s)
- Rolf Søkilde
- Department of Biomarker Discovery, Exiqon A/S, Bygstubben 9, DK-2950 Vedbk, Denmark
| | | | | | | | | | | | | |
Collapse
|
34
|
Li W, Zhao B, Jin Y, Ruan K. Development of a low-cost detection method for miRNA microarray. Acta Biochim Biophys Sin (Shanghai) 2010; 42:296-301. [PMID: 20383469 DOI: 10.1093/abbs/gmq017] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
MicroRNA (miRNA) microarray is a powerful tool to explore the expression profiling of miRNA. The current detection method used in miRNA microarray is mainly fluorescence based, which usually requires costly detection system such as laser confocal scanner of tens of thousands of dollars. Recently, we developed a low-cost yet sensitive detection method for miRNA microarray based on enzyme-linked assay. In this approach, the biotinylated miRNAs were captured by the corresponding oligonucleotide probes immobilized on microarray slide; and then the biotinylated miRNAs would capture streptavidin-conjugated alkaline phosphatase. A purple-black precipitation on each biotinylated miRNA spot was produced by the enzyme catalytic reaction. It could be easily detected by a charge-coupled device digital camera mounted on a microscope, which lowers the detection cost more than 100 fold compared with that of fluorescence method. Our data showed that signal intensity of the spot correlates well with the biotinylated miRNA concentration and the detection limit for miRNAs is at least 0.4 fmol and the detection dynamic range spans about 2.5 orders of magnitude, which is comparable to that of fluorescence method.
Collapse
Affiliation(s)
- Wei Li
- Institute of Biochemistry and Cell Biology, The Chinese Academy of Sciences, Shanghai, China
| | | | | | | |
Collapse
|
35
|
Abstract
The explosion of genetic information from recent advances in sequencing technologies, bioinformatics and genomics highlights the importance of understanding mechanisms involved in gene expression and regulation. Over the last decade, it has become clear that small ribonucleic acids (RNAs) are a central component of the cellular gene regulatory network. MicroRNAs (miRNAs) are a family of endogenous, small, noncoding single-stranded RNA of approximately 22 nucleotides in length that act as posttranscriptional gene regulatory elements. MicroRNAs can inhibit de novo protein synthesis by blocking translation through base-pairing with complementary messenger RNA (mRNA) and also suppress translation by promoting degradation of target mRNA. MicroRNAs are intimately involved in a variety of biologic processes including development, hematopoietic cell differentiation, apoptosis and proliferation. To date, over 800 human miRNAs have been identified, though the biologic function of only a fraction of miRNAs has been elucidated. Here, we discuss how miRNAs are produced, identified and quantitated, and focus on several key miRNAs that govern expression of genes relevant to allograft rejection, tolerance induction and posttransplant infection. Finally, we discuss potential ways in which the miRNA network can be modulated that ultimately may offer new strategies to promote long-term graft survival.
Collapse
Affiliation(s)
- Aleishia Harris
- Program in Immunology, Stanford University School of Medicine
| | - Sheri M. Krams
- Department of Surgery/Division of Transplantation, Stanford University School of Medicine
| | - Olivia M. Martinez
- Department of Surgery/Division of Transplantation, Stanford University School of Medicine
| |
Collapse
|
36
|
Wagner-Ecker M, Schwager C, Wirkner U, Abdollahi A, Huber PE. MicroRNA expression after ionizing radiation in human endothelial cells. Radiat Oncol 2010; 5:25. [PMID: 20346162 PMCID: PMC2859352 DOI: 10.1186/1748-717x-5-25] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2009] [Accepted: 03/26/2010] [Indexed: 11/10/2022] Open
Abstract
Background Endothelial cells (EC) in tumor and normal tissue constitute critical radiotherapy targets. MicroRNAs have emerged as master switchers of the cellular transcriptome. Here, we seek to investigate the role of miRNAs in primary human dermal microvascular endothelial cells (HDMEC) after ionizing radiation. Methods The microRNA status in HDMEC after 2 Gy radiation treatment was measured using oligo-microarrays covering 361 miRNAs. To functionally analyze the role of radiation-induced differentially regulated miRNAs, cells were transfected with miRNA precursor or inhibitor constructs. Clonogenic survival and proliferation assays were performed. Results Radiation up-regulated miRNA expression levels included let-7g, miR-16, miR-20a, miR-21 and miR-29c, while miR-18a, miR-125a, miR-127, miR-148b, miR-189 and miR-503 were down-regulated. We found that overexpression or inhibition of let-7g, miR-189, and miR-20a markedly influenced clonogenic survival and cell proliferation per se. Notably, the radiosensitivity of HDMEC was significantly influenced by differential expression of miR-125a, -127, -189, and let-7g. While miR-125a and miR-189 had a radioprotective effect, miR-127 and let-7g enhanced radiosensitivity in human endothelial cells. Conclusion Our data show that ionizing radiation changes microRNA levels in human endothelial cells and, moreover, exerts biological effects on cell growth and clonogenicity as validated in functional assays. The data also suggest that the miRNAs which are differentially expressed after radiation modulate the intrinsic radiosensitivity of endothelial cells in subsequent irradiations. This indicates that miRNAs are part of the innate response mechanism of the endothelium to radiation.
Collapse
Affiliation(s)
- Mechthild Wagner-Ecker
- Department of Radiation Oncology, German Cancer Research Center and University of Heidelberg Medical Center, Heidelberg, Germany.
| | | | | | | | | |
Collapse
|
37
|
[Advances in approaches for the quantitative detection of microRNAs]. YI CHUAN = HEREDITAS 2010; 32:31-40. [PMID: 20085883 DOI: 10.3724/sp.j.1005.2010.00031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
MicroRNAs (miRNAs) are a class of endogenous non-coding RNAs that play an important role in the control of developmental process of different cells by negative regulation of protein-coding gene expression. Analyzing miRNA expression in tissues or cells can supply valuable information for investigating the biological function of these molecules. Recently, researchers had proposed a number of approaches for analyzing the differences of miRNA expression among different physiological or pathological conditions, and found that aberrant expression of miRNA was related to cancers, neurological disorders and heart diseases, etc. This review focuses on newly developed strategies for miRNA quantification, and elucidates in detail the probe-hybridization based methods including Northern blotting, microarray, gold nanoparticle labelling, and splinted ligation with radioactive labels. The amplification-based methods including quantitative PCR, rolling cycle amplification, invader assay, and the next generation sequencing methods were also discussed. The advantages and disadvantages of these methods were compared.
Collapse
|
38
|
Abstract
miRNAs have emerged as key regulators of gene expression in both plants and animals. These small (generally 21-22 nt) RNA molecules, originated from primary "hairpin" transcripts, can induce translational suppression or direct mRNA cleavage. Similar to regular mRNAs, the expression of miRNAs is highly regulated. Their expression pattern could provide critical clues to understanding miRNA functions. However, many previously identified miRNA families have multiple paralogous loci. Within each family, different members are often closely related and sometimes give rise to identical miRNAs. This poses critical challenges in the analysis of individual miRNA genes. This chapter describes several methods that are commonly used for miRNA expression analysis, including high-throughput sequencing, microarrays, and briefly discusses qRT-PCR, northern blotting, and other approaches used for data validation.
Collapse
Affiliation(s)
- Cheng Lu
- DuPont Agricultural Biotechnology, RT 141 & Henry Clay, Wilmington, DE, USA
| | | |
Collapse
|
39
|
Mraz M, Malinova K, Mayer J, Pospisilova S. MicroRNA isolation and stability in stored RNA samples. Biochem Biophys Res Commun 2009; 390:1-4. [PMID: 19769940 DOI: 10.1016/j.bbrc.2009.09.061] [Citation(s) in RCA: 162] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2009] [Accepted: 09/15/2009] [Indexed: 12/01/2022]
Abstract
MicroRNAs (miRNAs) are small RNA molecules, which act as post-transcriptional regulators of a gene expression, with important functions within the cell physiology. Whilst many authors have focused on the study of miRNA expression in physiological and pathological processes, various technical variables related to miRNA isolation have simultaneously emerged and the stability of the stored miRNA samples has been questioned. A robust method for RNA isolation is essential for reproducible results and miRNAs instability in the stored samples would make for an alarming situation for most expression studies. Here these issues are discussed and we investigate the stability of miRNAs isolated from clinical samples of B lymphocytes (chronic lymphocytic leukemia) by the most commonly utilized method based on a Trizol/TRI-Reagent solution (RNAs stored at -80 degrees C). To assess the stability of miRNAs, a Real Time-PCR analysis was performed for a panel of 29 miRNAs from a freshly isolated RNA sample and after 14 days storage at -80 degrees C. Furthermore, a Real Time-PCR analysis was repeatedly performed for a stored RNA sample over a period of approximately 10 months. We observed high stability of isolated miRNAs and respective cDNAs. The reproducibility and efficiency of the Trizol/TRI-Reagent isolation method was also tested and compared to the mirVana Isolation kit (Ambion) and RNeasy kit (Qiagen). In conclusion, Trizol/TRI-Reagent based isolation is a robust reproducible method, and obtained miRNA samples do not show any tendency to degradation when properly stored and handled.
Collapse
Affiliation(s)
- M Mraz
- Department of Internal Medicine, Center of Molecular Biology and Gene Therapy, University Hospital Brno, 625 00 Brno, Czech Republic
| | | | | | | |
Collapse
|
40
|
|
41
|
MicroRNA profiling and head and neck cancer. Comp Funct Genomics 2009:837514. [PMID: 19753298 PMCID: PMC2688814 DOI: 10.1155/2009/837514] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2009] [Accepted: 03/13/2009] [Indexed: 12/21/2022] Open
Abstract
Head and neck/oral cancer (HNOC) is a devastating disease. Despite advances in diagnosis and treatment, mortality rates have not improved significantly over the past three decades. Improvement in patient survival requires a better understanding of the disease progression so that HNOC can be detected early in the disease process and targeted therapeutic interventions can be deployed. Accumulating evidence suggests that microRNAs play important roles in many human cancers. They are pivotal regulators of diverse cellular processes including proliferation, differentiation, apoptosis, survival, motility, and morphogenesis. MicroRNA expression patterns may become powerful biomarkers for diagnosis and prognosis of HNOC. In addition, microRNA therapy could be a novel strategy for HNOC prevention and therapeutics. Recent advances in microRNA expression profiling have led to a better understanding of the cancer pathogenesis. In this review, we will survey recent technological advances in microRNA profiling and their applications in defining microRNA markers/targets for cancer prediction, diagnostics, treatment, and prognostics. MicroRNA alterations that consistently identified in HNOC will be discussed, such as upregulation of miR-21, miR-31, miR-155, and downregulation of miR-26b, miR-107, miR-133b, miR-138, and miR-139.
Collapse
|
42
|
Lowery AJ, Miller N, Devaney A, McNeill RE, Davoren PA, Lemetre C, Benes V, Schmidt S, Blake J, Ball G, Kerin MJ. MicroRNA signatures predict oestrogen receptor, progesterone receptor and HER2/neu receptor status in breast cancer. Breast Cancer Res 2009; 11:R27. [PMID: 19432961 PMCID: PMC2716495 DOI: 10.1186/bcr2257] [Citation(s) in RCA: 340] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2008] [Revised: 03/25/2009] [Accepted: 05/11/2009] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Breast cancer is a heterogeneous disease encompassing a number of phenotypically diverse tumours. Expression levels of the oestrogen, progesterone and HER2/neu receptors which characterize clinically distinct breast tumours have been shown to change during disease progression and in response to systemic therapies. Mi(cro)RNAs play critical roles in diverse biological processes and are aberrantly expressed in several human neoplasms including breast cancer, where they function as regulators of tumour behaviour and progression. The aims of this study were to identify miRNA signatures that accurately predict the oestrogen receptor (ER), progesterone receptor (PR) and HER2/neu receptor status of breast cancer patients to provide insight into the regulation of breast cancer phenotypes and progression. METHODS Expression profiling of 453 miRNAs was performed in 29 early-stage breast cancer specimens. miRNA signatures associated with ER, PR and HER2/neu status were generated using artificial neural networks (ANN), and expression of specific miRNAs was validated using RQ-PCR. RESULTS Stepwise ANN analysis identified predictive miRNA signatures corresponding with oestrogen (miR-342, miR-299, miR-217, miR-190, miR-135b, miR-218), progesterone (miR-520g, miR-377, miR-527-518a, miR-520f-520c) and HER2/neu (miR-520d, miR-181c, miR-302c, miR-376b, miR-30e) receptor status. MiR-342 and miR-520g expression was further analysed in 95 breast tumours. MiR-342 expression was highest in ER and HER2/neu-positive luminal B tumours and lowest in triple-negative tumours. MiR-520g expression was elevated in ER and PR-negative tumours. CONCLUSIONS This study demonstrates that ANN analysis reliably identifies biologically relevant miRNAs associated with specific breast cancer phenotypes. The association of specific miRNAs with ER, PR and HER2/neu status indicates a role for these miRNAs in disease classification of breast cancer. Decreased expression of miR-342 in the therapeutically challenging triple-negative breast tumours, increased miR-342 expression in the luminal B tumours, and downregulated miR-520g in ER and PR-positive tumours indicates that not only is dysregulated miRNA expression a marker for poorer prognosis breast cancer, but that it could also present an attractive target for therapeutic intervention.
Collapse
Affiliation(s)
- Aoife J Lowery
- Department of Surgery, Clinical Science Institute, University Hospital/National University of Ireland Galway, Galway, Ireland.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Martinez K, Estevez MC, Wu Y, Phillips JA, Medley CD, Tan W. Locked nucleic acid based beacons for surface interaction studies and biosensor development. Anal Chem 2009; 81:3448-54. [PMID: 19351140 PMCID: PMC3164480 DOI: 10.1021/ac8027239] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
DNA sensors and microarrays permit fast, simple, and real-time detection of nucleic acids through the design and use of increasingly sensitive, selective, and robust molecular probes. Specifically, molecular beacons (MBs) have been employed for this purpose; however, their potential in the development of solid-surface-based biosensors has not been fully realized. This is mainly a consequence of the beacon's poor stability because of the hairpin structure once immobilized onto a solid surface, commonly resulting in a low signal enhancement. Here, we report the design of a new MB that overcomes some of the limitations of MBs for surface immobilization. Essentially, this new design adds locked nucleic acid bases (LNAs) to the beacon structure, resulting in a LNA molecular beacon (LMB) with robust stability after surface immobilization. To test the efficacy of LMBs against that of regular molecular beacons (RMBs), the properties of selectivity, sensitivity, thermal stability, hybridization kinetics, and robustness for the detection of target sequences were compared and evaluated. A 25-fold enhancement was achieved for the LMB on surface with detection limits reaching the low nanomolar range. In addition, the LMB-based biosensor was shown to possess better stability, reproducibility, selectivity, and robustness when compared to the RMB. Therefore, as an alternative to conventional DNA and as a prospective tool for use in both DNA microarrays and biosensors, these results demonstrate the potential of the locked nucleic acid bases for nucleic acid design for surface immobilization.
Collapse
Affiliation(s)
- Karen Martinez
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| | - M.-Carmen Estevez
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| | - Yanrong Wu
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| | - Joseph A. Phillips
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| | - Colin D. Medley
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| | - Weihong Tan
- Center for Research at the Bio/Nano Interface, Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, FL 32611
| |
Collapse
|
44
|
Driskell J, Seto A, Jones L, Jokela S, Dluhy R, Zhao YP, Tripp R. Rapid microRNA (miRNA) detection and classification via surface-enhanced Raman spectroscopy (SERS). Biosens Bioelectron 2008; 24:923-8. [DOI: 10.1016/j.bios.2008.07.060] [Citation(s) in RCA: 156] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2008] [Revised: 07/03/2008] [Accepted: 07/21/2008] [Indexed: 01/07/2023]
|
45
|
miChip: an array-based method for microRNA expression profiling using locked nucleic acid capture probes. Nat Protoc 2008; 3:321-9. [PMID: 18274534 DOI: 10.1038/nprot.2008.4] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
MicroRNAs (miRNAs) represent a class of short (22 nt) noncoding RNAs that control gene expression post-transcriptionally. Microarray technology is frequently applied to monitor miRNA expression levels but is challenged by (i) the short length of miRNAs that offers little sequence for appending detection molecules; (ii) low copy number of some miRNA; and (iii) a wide range of predicted melting temperatures (Tm) versus their DNA complementary sequences. We recently developed a microarray platform for genome-wide profiling of miRNAs (miChip) by applying locked nucleic acid (LNA)-modified capture probes. Here, we provide detailed protocols for the generation of the miChip microarray platform, the preparation and fluorescent labeling of small RNA containing total RNA, its hybridization to the immobilized LNA-modified capture probes and the post-hybridization handling of the microarray. Starting from the intact tissue sample, the entire protocol takes approximately 3 d to yield highly accurate and sensitive data about miRNA expression levels.
Collapse
|
46
|
Ho J, Ng KH, Rosen S, Dostal A, Gregory RI, Kreidberg JA. Podocyte-specific loss of functional microRNAs leads to rapid glomerular and tubular injury. J Am Soc Nephrol 2008; 19:2069-75. [PMID: 18832437 PMCID: PMC2573018 DOI: 10.1681/asn.2008020162] [Citation(s) in RCA: 241] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2008] [Accepted: 07/01/2008] [Indexed: 11/03/2022] Open
Abstract
MicroRNAs (miRNAs) are in a class of endogenous, small, noncoding RNAs that exert their effects through posttranscriptional repression of specific target mRNAs. Although miRNAs have been implicated in the regulation of diverse biologic processes, little is known about miRNA function in the kidney. Here, mice lacking functional miRNAs in the developing podocyte were generated through podocyte-specific knockout of Dicer, an enzyme required for the production of mature miRNAs (Nphs2-Cre; Dicer(flx/flx)). Podocyte-specific loss of miRNAs resulted in significant proteinuria by 2 wk after birth, rapid progression of marked glomerular and tubular injury beginning at 3 wk, and death by 4 wk. Expression of the slit diaphragm proteins nephrin and podocin was decreased, and expression of the transcription factor WT1 was relatively unaffected. To identify miRNA-mRNA interactions that contribute to this phenotype, we profiled the glomerular expression of miRNAs; three miRNAs expressed in glomeruli were identified: mmu-miR-23b, mmu-miR-24, and mmu-miR-26a. These results suggest that miRNA function is dispensable for the initial development of glomeruli but is critical to maintain the glomerular filtration barrier.
Collapse
Affiliation(s)
- Jacqueline Ho
- Department of Medicine, Children's Hospital Boston, 300 Longwood Avenue, Boston, MA 02115, USA
| | | | | | | | | | | |
Collapse
|
47
|
Hu SJ, Ren G, Liu JL, Zhao ZA, Yu YS, Su RW, Ma XH, Ni H, Lei W, Yang ZM. MicroRNA expression and regulation in mouse uterus during embryo implantation. J Biol Chem 2008; 283:23473-84. [PMID: 18556655 DOI: 10.1074/jbc.m800406200] [Citation(s) in RCA: 171] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
MicroRNAs (miRNAs) are 21-24-nucleotide non-coding RNAs found in diverse organisms. Although hundreds of miRNAs have been cloned or predicted, only very few miRNAs have been functionally characterized. Embryo implantation is a crucial step in mammalian reproduction. Many genes have been shown to be significantly changed in mouse uterus during embryo implantation. However, miRNA expression profiles in the mouse uterus between implantation sites and inter-implantation sites are still unknown. In this study, miRNA microarray was used to examine differential expression of miRNAs in the mouse uterus between implantation sites and inter-implantation sites. Compared with inter-implantation sites, there were 8 up-regulated miR-NAs at implantation sites, which were confirmed by both Northern blot and in situ hybridization. miR-21 was highly expressed in the subluminal stromal cells at implantation sites on day 5 of pregnancy. Because miR-21 was not detected in mouse uterus during pseudopregnancy and under delayed implantation, miR-21 expression at implantation sites was regulated by active blastocysts. Furthermore, we showed that Reck was the target gene of miR-21. Our data suggest that miR-21 may play a key role during embryo implantation.
Collapse
Affiliation(s)
- Shi-Jun Hu
- Key Laboratory of the Ministry of Education for Cell Biology and Tumor Cell Engineering, College of Life Science, Xiamen University, Xiamen 361005, China
| | | | | | | | | | | | | | | | | | | |
Collapse
|
48
|
Abstract
MicroRNAs are a class of recently discovered small RNA molecules that regulate other genes in the human genome. Studies in human cells and model organisms have begun to reveal the mechanisms of microRNA activity, and the wide range of normal physiological functions they influence. Their alteration in pathologic states from cancer to cardiovascular disease is also increasingly clear. A review of current evidence for the role of these molecules in human health and disease will be helpful to pathologists and medical researchers as the fascinating story of these small regulators continues to unfold.
Collapse
Affiliation(s)
- Scott D Boyd
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305-2297, USA.
| |
Collapse
|
49
|
Wagner W, Horn P, Castoldi M, Diehlmann A, Bork S, Saffrich R, Benes V, Blake J, Pfister S, Eckstein V, Ho AD. Replicative senescence of mesenchymal stem cells: a continuous and organized process. PLoS One 2008; 3:e2213. [PMID: 18493317 PMCID: PMC2374903 DOI: 10.1371/journal.pone.0002213] [Citation(s) in RCA: 851] [Impact Index Per Article: 50.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2008] [Accepted: 04/11/2008] [Indexed: 12/12/2022] Open
Abstract
Mesenchymal stem cells (MSC) comprise a promising tool for cellular therapy. These cells are usually culture expanded prior to their application. However, a precise molecular definition of MSC and the sequel of long-term in vitro culture are yet unknown. In this study, we have addressed the impact of replicative senescence on human MSC preparations. Within 43 to 77 days of cultivation (7 to 12 passages), MSC demonstrated morphological abnormalities, enlargement, attenuated expression of specific surface markers, and ultimately proliferation arrest. Adipogenic differentiation potential decreased whereas the propensity for osteogenic differentiation increased. mRNA expression profiling revealed a consistent pattern of alterations in the global gene expression signature of MSC at different passages. These changes are not restricted to later passages, but are continuously acquired with increasing passages. Genes involved in cell cycle, DNA replication and DNA repair are significantly down-regulated in late passages. Genes from chromosome 4q21 were over-represented among differentially regulated transcripts. Differential expression of 10 genes has been verified in independent donor samples as well as in MSC that were isolated under different culture conditions. Furthermore, miRNA expression profiling revealed an up-regulation of hsa-mir-371, hsa-mir-369-5P, hsa-mir-29c, hsa-mir-499 and hsa-let-7f upon in vitro propagation. Our studies indicate that replicative senescence of MSC preparations is a continuous process starting from the first passage onwards. This process includes far reaching alterations in phenotype, differentiation potential, global gene expression patterns, and miRNA profiles that need to be considered for therapeutic application of MSC preparations.
Collapse
Affiliation(s)
- Wolfgang Wagner
- Department of Medicine V, University of Heidelberg, Heidelberg, Germany.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
50
|
Schmittgen TD. Part B--microRNAs: microRNA methods. Methods 2008; 44:1-2. [PMID: 18158126 DOI: 10.1016/j.ymeth.2007.11.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2007] [Revised: 11/08/2007] [Accepted: 11/08/2007] [Indexed: 11/27/2022] Open
|