Abstract
The diverse functions of microRNA (miRNA) molecules have drawn broad and intensive interest in various biological fields, biomedical applications, and technology development. Which are endogeneous cellular short RNA molecules found in the cytoplasm as well as in various serum fluids. miRNAs are transcriptional and translational regulatory molecules active in cell division, growth, and apoptosis (1). Dysregulated expression of miRNAs has been implicated in various disease states and has been tested as biomarker candidates (2–4). miRNAs are endogeneous cellular short RNA molecules found in the cytoplasm as well as in various serum fluids. miRNAs are transcriptional and translational regulatory molecules active in cell division, growth, and apoptosis (Bartel, Cell 116:281–97, 2004). Dysregulated expression of miRNAs has been implicated in various disease states and has been tested as biomarker candidates (He et al., Nature 435:828–833, 2005; Lu et al., Nature 435:834–838, 2005; O’Donnell, et al., Nature 435:839–843, 2005). In this chapter, we describe the methods using μParaflo® microfluidic oligonucleotide microarray technology for applications in miRNA profiling. One unique feature of this technology is the flexibility that provides users with the freedom to select sequence content either for focused studies wherein only the most relevant sequences are included or for discovery studies wherein the most updated sequence content such as those newly derived from deep sequencing. This chapter provides detailed information from experimental design to sample preparation, as well as data analysis for a miRNA array experiment.
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References
Bartel, D. P., (2004) MicroRNAs: Genomics, Biogenesis, Mechanism, and Function. Cell 116, 281–97.
He, L., Thomson, J. M., Hemann, M. T., Hernando-Monge, E., Mu, D., and Goodson, S. (2005) A microRNA polycistron as a potential human oncogene. Nature 435, 828–33.
Lu, J., Getz, G., Miska, E. A., Alvarez-Saavedra, E., Lamb, J., Peck, D., et al (2005) MicroRNA expression profiles classify human cancers. Nature 435, 834–8.
O’Donnell, K. A., Wentzel, E. A., Zeller, K. I., Dang, C. V., and Mendell, J. T. (2005) c-Myc-regulated microRNAs modulate E2F1 expression. Nature 435, 839–43.
Hinds, D. A., Stuve, L. L., Nilsen, G. B., Halperin, E., Eskin, E., Ballinger, D. G. et al. (2005) Whole-genome patterns of common DNA variation in three human populations. Science 307, 1072–9.
Ekins, R. P. (1989) Multi-analyte immunoassay. J Pharm Biomed Anal 7, 155–68.
Mirzabekov, A. and Kolchinsky, A. (2002) Emerging array-based technologies in proteomics. Curr Opin Chem Biol 6, 70–5.
Schena, M., Shalon, D. D., Davis, R. W., and Brown, P. O. (1995) Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science 270, 467–0.
Lockhart, D. J., Dong, H., Byrne, M. C., Follettie, M. T., Gallo, M. V., Chee, M. S., et al (1996) Expression monitoring by hybridization to high-density oligonucleotide arrays. Nat Biotechnol 14, 1675–80.
Ekins, R. P. (1998) Ligand assays: from electrophoresis to miniaturized microarrays. Clin Chem 44, 2015–30.
Stoll, D., Templin, M. F., Bachmann, J. and Joos, T. O. (2005) Protein microarrays: applications and future challenges. Curr Opin Drug Discov Devel 8, 239–52.
The chipping forecast. (1999) Nat Genet Supplement 21, 3–60.
Gao, X., Gulari, E., and Zhou, X. (2004) In situ synthesis of oligonucleotide microarrays. Biopolymers 73, 579–96.
Fodor, S. P., Leighton, P. A. J., Pirrung, M. C., Stryer, L, and Solas, D. (1991) Light-directed spatially addressable parallel chemical synthesis. Science 251, 767–73.
Maskos, U., and Southern, E. M. (1992) Parallel analysis of oligodeoxyribonucleotide (oligonucleotide) interactions. I. Analysis of factors influencing oligonucleotide duplex formation. Nucleic Acids Res 20, 1675–8.
Blanchard, A. P., Kaiser, R. J., and Hood, L. E. (1996) High-density oligonucleotide arrays. Biosens Bioelectron 11, 687–90.
Blanchard, A. P., and Hood, L. E. (1996) Sequence to array: probing the genome’s secrets. Nat Biotechnol 14, 1649.
Gao, X., Yu, P. Y., LeProust, E., Sonigo, L., Pellois, J. P., and Zhang, H. (1998) Oligonucleotide synthesis using solution photogenerated acids. J Am Chem Soc 120, 12698–9.
Singh-Gasson, S., Green, R. D., Yue, Y., Nelson, C., Blattner, F., Sussman, M. R., et al (1999) Maskless fabrication of light-directed oligonucleotide microarrays using a digital micromirror array. Nat Biotechnol 17, 974–8.
Gao, X., LeProust, E., Zhang, H., Srivannavit, O., Gulari, E., Yu, P., et al (2001) Flexible DNA chip synthesis gated by deprotection using solution photogenerated acids. Nucleic Acids Res 29, 4744–50.
Hughes, T. R., Mao, M., Jones, A. R., Burchard, J., Matthew, J. B., Marton, M.J., et al (2001) Expression profiling using microarrays fabricated by an ink-jet oligonucleotide synthesizer. Nat Biotechnol 19, 342–7.
Bulter, J. H., Cronin, M., Anderson, K. M., Biddison, G. M., Chatelain, F., Cummer, M., et al (2001) In situ synthesis of oligonucleotide arrays by using surface tension. J Am Chem Soc 123, 8887–94.
McGall, G. H., and Fidanza, J. A. (2001) Photolithographic synthesis of high-density oligonucleotide arrays. Methods Mol Biol 170, 71–101.
Luebke1, K. J., Balog, R. P., and Garner, H. R. (2003) Prioritized selection of oligodeoxyribonucleotide probes for efficient hybridization to RNA transcripts. Nucleic Acids Res 31, 750–8.
Tesfu, E., Maurer, K., Ragsdale, S. R. and Moeller, K. D. (2004) Building addressable libraries: the use of electrochemistry for generating reactive Pd(II) reagents at preselected sites on a chip. J Am Chem Soc 126, 6212–3.
Srivannavit, O., Gulari, M., Gulari, E., LeProust, E., Pellois, J. P., Gao, X., et al (2004) Design and fabrication of microwell array chips for a solution-based, photogenerated acid-catalyzed parallel oligonuclotide DNA synthesis. Sensors and Actuators A 116, 150–60.
Zhou, X., Cai, S., Hong, A., You, Q., Yu, P., Sheng, N., et al (2004) Microfluidic PicoArray synthesis of oligodeoxynucleotides and simultaneous assembling of multiple DNA sequences. Nucleic Acids Res 32, 5409–17.
Frank, R. (2002) The SPOT-synthesis technique. Synthetic peptide arrays on membrane supports - principles and applications. J Immunol Methods 267, 13–26.
Reimer, U., Reineke, U. and Schneider-Mergener, J. (2002) Peptide arrays: from macro to micro. Curr Opin Biotechnol 13, 315–20.
Lam, K. S. and Renil, M. (2002) From combinatorial chemistry to chemical microarray. Curr Opin Chem Biol 6, 353–8.
Gao, X., Pellois, J. P., Na, Y., Kim, Y., Gulari, E. and Zhou, X. (2004) High density peptide microarrays. In situ synthesis and applications. Mol Divers 8, 177–87.
Panse, S., Dong, L., Burian, A., Carus, R., Schutkowski, M., Reimer, U. et al (2004) Profiling of generic anti-phosphopeptide antibodies and kinases with peptide microarrays using radioactive and fluorescence-based assays. Mol Divers 8, 291–9.
Pease, A. C., Solas, D., Sullivan, E. J., Cronin, M. T., Holmes, C. P. and Fodor, S. P. (1994) Light-generated oligonucleotide arrays for rapid DNA sequence analysis. Proc Natl Acad Sci USA 91, 5022–6.
Holmes, C. P., Adams, C. L., Kochersperger, L. M., Mortensen, R. B. and Aldwin, L. A. (1995) The use of light-directed combinatorial peptide synthesis in epitope mapping. Biopolymers 37, 199–211.
Pellois, J. P., Wang, W. and Gao, X. (2000) Peptide synthesis based on t-Boc chemistry and solution photogenerated acids. J Comb Chem 2, 355–60.
Pellois, J. P., Zhou, X., Srivannavit, O., Zhou, T., Gulari, E. and Gao, X. (2002) Individually addressable parallel peptide synthesis on microchips. Nat Biotechnol 20, 922–6.
Komolpis, K., Srivannavit, O. and Gulari, E. (2002) Light-directed simultaneous synthesis of oligopeptides on microarray substrate using a photogenerated acid. Biotechnol Prog 18, 641–6.
Li, S., Bowerman, D., Marthandan, N., Klyza, S., Luebke, K. J., Garner, H. R. et al (2004) Photolithographic synthesis of peptoids. J Am Chem Soc 126, 4088–9.
Li, S., Marthandan, N., Bowerman, D., Garner, H. R. and Kodadek, T. (2005) Photolithographic synthesis of cyclic peptide arrays using a differential deprotection strategy. Chem Commun (Camb) 7, 581–3.
miRbase: Integrating miRNA annotation and deep sefuencing data. Kozomara A and Griffiths- Jones S (2011). Nucleic Acid Research 39 (dabase issue): D152–D157 http://www.mirbase.org/.
Lagos-Quintana, M., Rauhut, R., Lendeckel, W. and Tuschl, T. (2001) Identification of novel genes coding for small expressed RNAs. Science 294, 853–8.
Lee, R. C. and Ambros, V. (2001) An extensive class of small RNAs in Caenorhabditis elegans. Science 294, 862–4.
Lee, L. W., Zhang, S., Etheridge, A., Ma, L., Martin, D., Galas, D., et al (2010) Complexity of the microRNA repertoire revealed by next generation sequencing. RNA 16, 1–11.
Kozomara, A. and Griffiths-Jones, S. (2010) Nucleic Acids Res 39, D152-7.
Thomson, J. M., Parker, J., Perou, C. M. and Hammond, S. M. (2004) A custom microarray platform for analysis of microRNA gene expression. Nat Methods 1, 47–53.
Nelson, P. T., Baldwin, D. A., Scearce, L. M., Oberholtzer, J. C., Tobias, J. W. and Mourelatos, Z. (2004) Microarray-based, high-throughput gene expression profiling of microRNAs. Nat Methods 1, 155–61.
Liang, R. Q., Li, W., Li, Y., Tan, C. Y., Li, J. X., Jin, Y. X., et al (2005) An oligonucleotide microarray for microRNA expression analysis based on labeling RNA with quantum dot and nanogold probe. Nucleic Acids Res 33, e17.
Shingara, J., Keiger, K., Shelton, J., Laosinchai-Wolf, W., Powers, P., Conrad, R., et al (2005) An optimized isolation and labeling platform for accurate microRNA expression profiling. RNA 11, 1461–70.
Barad, O., Meiri, E., Avniel, A., Aharonov, R., Barzilai, A., Bentwich, I., et al (2004) MicroRNA expression detected by oligonucleotide microarrays: system establishment and expression profiling in human tissues. Genome Res 14, 2486–94.
Liu, C. G., Calin, G. A., Meloon, B., Gamliel, N., Sevignani, C., Ferracin, M., et al (2004) An oligonucleotide microchip for genome-wide microRNA profiling in human and mouse tissues. Proc Natl Acad Sci USA 101, 9740–4.
Babak, T., Zhang, W., Morris, Q., Blencowe, B. J. and Hughes, T. R. (2004) Probing microRNAs with microarrays: tissue specificity and functional inference. RNA 10, 1813–9.
Baskerville, S. and Bartel, D. P. (2005) Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes. RNA 11, 241–7.
Miska, E. A., Alvarez-Saavedra, E., Townsend, M., Yoshii, A., Sestan, N., Rakic, P., et al (2004) Microarray analysis of microRNA expression in the developing mammalian brain. Genome Biol 5, R68.
Sioud, M. and Rosok, O. (2004) Profiling microRNA expression using sensitive cDNA probes and filter arrays. Biotechniques 37, 574–6, 578–80.
Sun, Y., Koo, S., White, N., Peralta, E., Esau, C., Dean, N. M., et al (2004) Development of a micro-array to detect human and mouse microRNAs and characterization of expression in human organs. Nucleic Acids Res 32, e188.
Krichevsky, A. M., King, K. S., Donahue, C. P., Khrapko, K. and Kosik, K. S. (2003) A microRNA array reveals extensive regulation of microRNAs during brain development. RNA 9, 1274–81.
Wang, H., Ach, R. A., and Curry, B. (2007) Direct and sensitive miRNA profiling from low-input total RNA. RNA 13, 1–9.
Chen, C., Ridzon, D. A., Broomer, A. J., Zhou, Z., Lee, D. H., Nguyen, J. T., et al (2005) Real-time quantification of microRNAs by stem–loop RT–PCR. Nucleic Acids Res 33, e179.
Alwine, J.C., Kemp, D.J., and Stark, G.R. (1977) Method for detection of specific RNAs in agarose gels by transfer to diazobenzyloxymethyl-paper and hybridization with DNA probes. Proc Natl Acad Sci USA 74, 5350–4.
Vagin, V.V., Sigova, A, Li, C., Seitz, H., Gvozdev, V., and Zamore, P.D. (2006) A distinct small RNA pathway silences selfish genetic elements in the germline. Science 313, 320–24.
Monya, B. (2010) MicroRNA profiling: separating signal from noise. Nat Methods 7, 687–92.
Linsen, S. E., de Wit, E., Janssens, G., Heater, S., Chapman, L., Parkin, R. K., et al (2009) Limitations and possibilities of small RNA digital gene expression profiling. Nat Methods 6, 474–6.
Bolstad, B. M. (2004) Low Level Analysis of High-density Oligonucleotide Array Data: Background, Normalization and Summarization. Dissertation. University of California, Berkeley
Casella, G. and Berger, R. L. (2001). Statistical Inference (2nd Ed.). Duxbury Press.
Cleveland, W. S. (1979). Robust Locally Weighted Regression and Smoothing Scatterplots. J Am Stat Assoc 74, 829–36.
Cleveland, W. S. and Devlin, S. J. (1988). Locally-Weighted Regression: An Approach to Regression Analysis by Local Fitting. J Am Stat Assoc 83, 596–610.
Bolstad, B. M., Irizarry, R. A, Astrand, M., and Speed, T. P. (2003) A comparison of normalization methods for high density oligonucleotide array data based on variance and bias Bioinformatics 19, 185–93.
Dudoit, S., Yang, Y. H., Callow, M. J., and Speed, T. P. (2002) Statistical methods for identifying genes with differential expression in replicated cDNA microarray experiments. Stat Sinica 12, 111–39.
Yang, Y. H., Dudoit, S. D., Luu, P, and Speed, T. P. (2001) Normalization for cDNA Microarray Data. SPIE BioE 6.
Yang, Y.H., Dudoit, S., Luu, P., Lin, D.M., Peng, V., Ngai. J., et al (2002). Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucleic Acids Res 30, e15.
Chen, C., Ridzon, D. A., Broomer, A. J., Zhou, Z., Lee, D. H., Nguyen, J. T., et al (2005) Real-time quantification of microRNAs by stem–loop RT–PCR, Nucleic Acids Res 33, e179.
Saeed, A. I., Sharov, V., White, J., Li, J., Liang, W., Bhagabati, N., Braisted, J., et al (2003) TM4: a free, open-source system for microarray data management and analysis. Biotechniques 34, 374–8.
Eisen, M. B., Spellman, P. T., Brown, P. O., and Botstein, D. (1998) Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA 95, 14863–8.
Acknowledgments
This research is supported by grants from NIH (R44GM076941, R33CA126209, and R41DA029169).
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Zhou, X. et al. (2012). MicroRNA Profiling Using µParaflo Microfluidic Array Technology. In: Fan, JB. (eds) Next-Generation MicroRNA Expression Profiling Technology. Methods in Molecular Biology, vol 822. Humana Press. https://doi.org/10.1007/978-1-61779-427-8_11
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DOI: https://doi.org/10.1007/978-1-61779-427-8_11
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