Abstract
Noncoding RNAs are RNA species that do not encode for proteins, and the majority of the human transcriptome is dominated by ncRNA. Recent extensive genomic and transcriptomic analyses have identified many different classes and sizes of ncRNA. They are now understood to be critical to the overall functioning, growth, development, and differentiation of cells. Differential expression and tissue specificity of many ncRNAs have been reported in normal development and disease states including cancer. Lack of functional ncRNAs may also lead to cancer progression. Therefore noncoding transcripts as biomarkers may be used in either predictive or prognostic ways. As such, over the past 15 years they have emerged as key biomarkers in cancer pathology, relating to both early detection and molecular subtyping. Due to important functional roles of ncRNAs in various cancers, the requirement for technologies used in the field is rapidly increasing. This chapter classifies ncRNAs based on their sizes, and describes methods applied for the identification and characterization of ncRNAs. It outlines key methods used for the purification of good quality RNA, various detection methods, analysis of gene expression as well as techniques that can applied for functional characterization of ncRNA. It also highlights critical steps and options to provide a general guide for ncRNA analysis.
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References
Esteller M (2011) Non coding RNAs in human disease. Nat Rev Genet 12(12):861–874
Mattick J (2005) The functional genomics of Non coding RNA. Science 309(5740):1527–1528
Mattick J, Makunin IV (2006) Non coding RNA. Hum Mol Genet 15 Spec No 1:R17–R29
Prensner J, Chinnaiyan AM (2011) The emergence of lncRNAs in cancer biology. Cancer Discov 1(5):391–407
Zhang H, Chen Z, Wang X, Huang Z, He Z, Chen Y (2013) Long Non coding RNA: a new player in cancer. J Hematol Oncol 6(1):37
Guttman M, Rinn JL (2012) Modular regulatory principles of large Non coding RNAs. Nature 482(7385):339–346
Kim E, Sung S (2012) Long Non coding RNA: unveiling hidden layer of gene regulatory networks. Trends Plant Sci 17(1):16–21
Lee R, Feinbaum RL, Ambros V (1993) The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14. Cell 75(5):843–854
Aravin A, Naumova NM, Tulin AV, Vagin VV, Rozovsky YM, Gvozdev VA (2011) Double-stranded RNA-mediated silencing of genomic tandem repeats and transposable elements in the D. melanogaster germline. Curr Biol 11(13):1017–1027
Bachellerie J, Cavaille J, Huttenhofer A (2002) The expanding snoRNA world. Biochimie 84(8):775–790
Gerard M, Myslinski E, Chylak N, Baudrey S, Krol A, Carbon P (2010) The scaRNA2 is produced by an independent transcription unit and its processing is directed by the encoding region. Nucleic Acids Res 38(2):370–381
Mendell J (2005) MicroRNAs: critical regulators of development, cellular physiology and malignancy. Cell Cycle 4(9):1179–1184
Bernstein B, Birney E, Dunham I, Green ED, Gunter C, Snyder M (2012) An integrated encyclopedia of DNA elements in the human genome. Nature 489(7414):57–74
Carninci P, Kasukawa T, Katayama S, Gough J, Frith MC, Maeda N, Oyama R et al (2005) The transcriptional landscape of the mammalian genome. Science 311(5740):1559–1563
Carninci P (2007) Constructing the landscape of the mammalian transcriptome. J Exp Biol 210:1497–1506
Djebali S, Davis CA, Merkel A, Dobin A, Lassmann T, Mortazavi A, Tanzer A, Lagarde J et al (2012) Landscape of transcription in human cells. Nature 489(7414):101–108
Dinger M, Pang KC, Mercer TR, Mattick JS (2008) Differentiating protein-coding and Non coding RNA: challenges and ambiguities. PLoS Comput Biol 4, e1000176
Ponting C, Oliver PL, Reik W (2009) Evolution and functions of long Non coding RNAs. Cell 136(4):629–641
Feng J, Bi C, Clark BS, Mady R, Shah P, Kohtz JD (2006) The Evf-2 Non coding RNA is transcribed from the Dlx-5/6 ultraconserved region and functions as a Dlx-2 transcriptional coactivator. Genes Dev 20:1470–1484
Shamovsky I, Ivannikov M, Kandel ES, Gershon D, Nudler E (2006) RNA-mediated response to heat shock in mammalian cells. Nature 440(7083):556–560
Wang X, Arai S, Song X, Reichart D, Du K, Pascual G, Tempst P, Rosenfeld MG, Glass CK, Kurokawa R (2008) Induced ncRNAs allosterically modify RNA-binding proteins in cis to inhibit transcription. Nature 454(7200):126–130
Clemson C, Hutchinson JN, Sara SA, Ensminger AW, Fox AH, Chess A, Lawrence JB (2009) An architectural role for a nuclear Non coding RNA: NEAT1 RNA is essential for the structure of paraspeckles. Mol Cell 33(6):717–726
Sunwoo H, Dinger ME, Wilusz JE, Amaral PP, Mattick JS, Spector DL (2009) MEN epsilon/beta nuclear-retained Non coding RNAs are up-regulated upon muscle differentiation and are essential components of paraspeckles. Genome Res 19(3):347–359
Dieci G, Preti M, Montanini B (2009) Eukaryotic snoRNAs: a paradigm for gene expression flexibility. Genomics 94(2):83–88
Cai X, Hagedorn CH, Cullen BR (2004) Human microRNAs are processed from capped, polyadenylated transcripts that can also function as mRNAs. RNA 10(12):1957–1966
Lee Y, Kim M, Han J, Yeom KH, Lee S, Baek SH, Kim VN (2004) MicroRNA genes are transcribed by RNA polymerase II. EMBO J 23(20):4051–4060
Ji P et al (2003) MALAT-1, a novel Non coding RNA, and thymosin beta4 predict metastasis and survival in early-stage non-small cell lung cancer. Oncogene 22(39):8031–8041
Gupta R, Shah N, Wang KC, Kim J, Horlings HM, Wong DJ, Tsai MC, Hung T, Argani P, Rinn JL, Wang Y, Brzoska P, Kong B, Li R, West RB, van de Vijver MJ, Sukumar S, Chang HY (2010) Long Non coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis. Nature 464(7291):1071–1076
Calin G, Croce CM (2006) MicroRNA signatures in human cancers. Nat Rev Cancer 6(11):857–866
Iorio M, Ferracin M, Liu CG, Veronese A, Spizzo R, Sabbioni S, Magri E, Pedriali M, Fabbri M et al (2005) MicroRNA gene expression deregulation in human breast cancer. Cancer Res 65(16):7065–7070
Hildebrandt E, Lee JR, Crosby JH, Ferris DG, Anderson MG (2003) Liquid based pap smears as a source of RNA for analysis of gene expression. Appl Immunohistochem Mol Morphol 11(4):345–351
Lodde M, Fradet Y (2008) The detection of genetic markers of bladder cancer in urine and serum. Curr Opin Urol 18(5):499–503
Menke T, Warnecke JM (2004) Improved conditions for isolation and quantification of RNA in urine specimens. Ann N Y Acad Sci 1022:185–189
Taback B, Hoon DS (2004) Circulating nucleic acids and proteomics of plasma/serum: clinical utility. Ann N Y Acad Sci 1022:1–8
Zhang L, Farrell JJ, Zhou H, Elashoff D, Akin D, Park NH, Chia D, Wong DT (2010) Salivary transcriptomic biomarkers for detection of resectable pancreatic cancer. Gastroenterology 138(3):949–57 e1–7
Thery C, Zitvogel L, Amigorena S (2002) Exosomes: composition, biogenesis and function. Nat Rev Immunol 2(8):569–579
Lasser C, Alikhani VS, Ekstrom K, Eldh M, Paredes PT, Bossios A, Sjostrand M, Gabrielsson S, Lotvall J, Valadi H (2011) Human saliva, plasma and breast milk exosomes contain RNA: uptake by macrophages. J Transl Med 9:9
Borgna S, Armellin M, di Gennaro A, Maestro R, Santarosa M (2012) Mesenchymal traits are selected along with stem features in breast cancer cells grown as mammospheres. Cell Cycle 11(22):4242–4251
Beaulieu Y, Kleinman CL, Landry-Voyer AM, Majewski J, Bachand F (2012) Polyadenylation-dependent control of long Non coding RNA expression by the poly(A)-binding protein nuclear 1. PLoS Genet 8(11):e1003078
Schmittgen T, Jiang J, Liu Q, Yang L (2004) A high-throughput method to monitor the expression of microRNA precursors. Nucleic Acids Res 32(4), e43
Dave R, Dinger ME, Andrew M, Askarian-Amiri M, Hume DA, Kellie S (2013) Regulated expression of PTPRJ/CD148 and an antisense long Non coding RNA in macrophages by proinflammatory stimuli. PLoS One 8, e68306
Korbie D, Mattick J (2008) Touchdown PCR for increased specificity and sensitivity in PCR amplification. Nat Protoc 3(9):1452–1456
Paul N, Shum J, Le T (2010) Hot start PCR. Methods Mol Biol 630:301–318
Gibson U, Heid CA, Williams PM (1996) A novel method for real time quantitative RT-PCR. Genome Res 6(10):995–1001
Heid C, Stevens J, Livak KJ, Williams PM (1996) Real time quantitative PCR. Genome Res 6(10):986–994
Kim J, Krichevsky A, Grad Y, Hayes GD, Kosik KS, Church GM, Ruvkun G (2004) Identification of many microRNAs that copurify with polyribosomes in mammalian neurons. Proc Natl Acad Sci U S A 101(1):360–365
Chen C, Ridzon DA, Broomer AJ, Zhou Z, Lee DH, Nguyen JT, Barbisin M, Xu NL, Mahuvakar VR, Andersen MR, Lao KQ, Livak KJ, Guegler KJ (2005) Real-time quantification of microRNAs by stem-loop RT-PCR. Nucleic Acids Res 33(20), e179
Gibb E, Brown CJ, Lam WL (2011) The functional role of long Non coding RNA in human carcinomas. Mol Cancer 10:38
Gutschner T, Diederichs S (2012) The hallmarks of cancer: a long Non coding RNA point of view. RNA Biol 9(6):703–719
Huarte M, Rinn JL (2010) Large Non coding RNAs: missing links in cancer? Hum Mol Genet 19((R2)):R152–R161
Sanada Y, Yoshida K, Ohara M, Oeda M, Konishi K, Tsutani Y (2006) Histopathologic evaluation of stepwise progression of pancreatic carcinoma with immunohistochemical analysis of gastric epithelial transcription factor SOX2: comparison of expression patterns between invasive components and cancerous or nonneoplastic intraductal components. Pancreas 32(2):164–170
Askarian-Amiri ME, Crawford J, French JD, Smith MA, Smart CE, Ru K, Mercer TR, Thompson ER, Lakhani SR, Vargas AC, Campbell IG, Brown MA, Dinger ME, Mattick JS (2011) SNORD-host RNA Znfx1-as is a regulator of mammary development and a potential marker for breast cancer. RNA 17:878–891
Engreitz J, Pandya-Jones A, McDonel P, Shishkin A, Sirokman K, Surka C, Kadri S, Xing J, Goren A, Lander ES, Plath K, Guttman M (2013) The Xist lncRNA exploits three-dimensional genome architecture to spread across the X chromosome. Science 341(6147):1237973
Kwon S (2013) Single-molecule fluorescence in situ hybridiz: quantitative imaging of single RNA molecules. BMB Rep 46(2):65–72
Gall J, Pardue ML (1969) Formation and detection of RNA-DNA hybrid molecules in cytological preparations. Proc Natl Acad Sci U S A 63(2):378–383
Raap A, van de Corput MP, Vervenne RA, van Gijlswijk RP, Tanke HJ, Wiegant J (1995) Ultra-sensitive FISH using peroxidase-mediated deposition of biotin- or fluorochrome tyramides. Hum Mol Genet 4(4):529–534
Bauman J, Wiegant J, Borst P, van Duijn P (1980) A new method for fluorescence microscopical localization of specific DNA sequences by in situ hybridization of fluorochromelabelled RNA. Exp Cell Res 128(2):485–490
Levsky J, Singer RH (2003) Fluorescence in situ hybridization: past, present and future. J Cell Sci 116(Pt 14):2833–2838
Femino A, Fay FS, Fogarty K, Singer RH (1998) Visualization of single RNA transcripts in situ. Science 280(5363):585–590
Raj A, van den Bogaard P, Rifkin SA, van Oudenaarden A, Tyagi S (2008) Imaging individual mRNA molecules using multiple singly labeled probes. Nat Methods 10:877–879
Orjalo Jr A, Johansson HE, Ruth JL (2011) Stellaris[trade] fluorescence in situ hybridization (FISH) probes: a powerful tool for mRNA detection. Nat Methods 8
Kretz M, Siprashvili Z, Chu C, Webster DE, Zehnder A, Qu K, Lee CS, Flockhart RJ, Groff AF, Chow J, Johnston D, Kim GE, Spitale RC, Flynn RA, Zheng GX, Aiyer S, Raj A, Rinn JL, Chang HY, Khavari PA (2013) Control of somatic tissue differentiation by the long Non coding RNA TINCR. Nature 493(7431):231–235
Raj A, Tyagi S (2010) Chapter 17 – Detection of individual endogenous RNA transcripts in situ using multiple singly labeled probes. In: Nils GW (ed) Methods in enzymology. Academic Press, pp 365–386
Shih J, Waks Z, Kedersha N, Silver PA (2011) Visualization of single mRNAs reveals temporal association of proteins with microRNA-regulated mRNA. Nucleic Acids Res 39(17):7740–7749
de Planell-Saguer M, Rodicio MC, Mourelatos Z (2010) Rapid in situ codetection of Non coding RNAs and proteins in cells and formalin-fixed paraffin-embedded tissue sections without protease treatment. Nat Protoc 5(6):1061–1073
Gilbert C, Svejstrup JQ (2006) RNA immunoprecipitation for determining RNA-protein associations in vivo (Chapter 27, Unit 27.4). In: Ausubel FM et al (eds) Curr Protoc in Mol Biol. doi: 10.1002/0471142727.mb2704s75
Ule J, Jensen KB, Ruggiu M, Mele A, Ule A, Darnell RB (2003) CLIP identifies Nova-regulated RNA networks in the brain. Science 302(5648):1212–1215
Ule J, Jensen K, Mele A, Darnell RB (2005) CLIP: a method for identifying protein-RNA interaction sites in living cells. Methods 37(4):376–386
Cabianca D, Casa V, Bodega B, Xynos A, Ginelli E, Tanaka Y, Gabellini D (2012) A long ncRNA links copy number variation to a polycomb/trithorax epigenetic switch in FSHD muscular dystrophy. Cell 149(4):819–831
Orom UA, Derrien T, Beringer M, Gumireddy K, Gardini A, Bussotti G, Lai F, Zytnicki M, Notredame C, Huang Q, Guigo R, Shiekhattar R (2010) Long Non coding RNAs with enhancer-like function in human cells. Cell 143(1):46–58
Tsai M, Manor O, Wan Y, Mosammaparast N, Wang JK, Lan F, Shi Y, Segal E, Chang HY (2010) Long Non coding RNA as modular scaffold of histone modification complexes. Science 329(5992):689–693
Duca M, Vekhoff P, Oussedik K, Halby L, Arimondo PB (2008) The triple helix: 50 years later, the outcome. Nucleic Acids Res 36(16):5123–5138
Koziol MJ, Rinn JL (2010) RNA traffic control of chromatin complexes. Curr Opin Genet Dev 20(2):142–148
Pedace L, De Simone P, Castori M, Sperduti I, Silipo V, Eibenschutz L, De Bernardo C, Buccini P, Moscarella E, Panetta C, Ferrari A, Grammatico P, Catricala C (2011) Clinical features predicting identification of CDKN2A mutations in Italian patients with familial cutaneous melanoma. Cancer Epidemiol 35:e116–e120
Tenenbaum S, Carson CC, Lager PJ, Keene JD (2000) Identifying mRNA subsets in messenger ribonucleoprotein complexes by using cDNA arrays. Proc Natl Acad Sci U S A 97(26):14085–14090
Tenenbaum S, Lager PJ, Carson CC, Keene JD (2002) Ribonomics: identifying mRNA subsets in mRNP complexes using antibodies to RNA-binding proteins and genomic arrays. Methods 26(2):191–198
Keene J, Komisarow JM, Friedersdorf MB (2006) RIP-Chip: the isolation and identification of mRNAs, microRNAs and protein components of ribonucleoprotein complexes from cell extracts. Nat Protoc 1(1):302–307
Kaneko S, Manley JL (2005) The mammalian RNA polymerase II C-terminal domain interacts with RNA to suppress transcription-coupled 3′ end formation. Mol Cell 20(1):91–103
Penalva L, Tenenbaum SA, Keene JD (2004) Gene expression analysis of messenger RNP complexes. Methods Mol Biol 257:125–134
Kunitomo H, Uesugi H, Kohara Y, Iino Y (2005) Identification of ciliated sensory neuron-expressed genes in Caenorhabditis elegans using targeted pull-down of poly(A) tails. Genome Biol 6(2):R17
Guil S, Soler M, Portela A, Carrere J, Fonalleras E, Gomez A, Villanueva A, Esteller M (2012) Intronic RNAs mediate EZH2 regulation of epigenetic targets. Nat Struct Mol Biol 19:664–670
Guttman M, Amit I, Garber M, French C, Lin MF, Feldser D, Huarte M, Zuk O, Carey BW, Cassady JP, Cabili MN, Jaenisch R, Mikkelsen TS, Jacks T, Hacohen N, Bernstein BE, Kellis M, Regev A, Rinn JL, Lander ES (2009) Chromatin signature reveals over a thousand highly conserved large Non coding RNAs in mammals. Nature 458(7235):223–227
Magistri M, Faghihi MA, St Laurent G 3rd, Wahlestedt C (2012) Regulation of chromatin structure by long Non coding RNAs: focus on natural antisense transcripts. Trends Genet 28:389–396
Mikkelsen T, Ku M, Jaffe DB, Issac B, Lieberman E, Giannoukos G, Alvarez P, Brockman W, Kim TK, Koche RP, Lee W, Mendenhall E, O'Donovan A, Presser A, Russ C, Xie X, Meissner A, Wernig M, Jaenisch R, Nusbaum C, Lander ES, Bernstein BE (2007) Genome-wide maps of chromatin state in pluripotent and lineage-committed cells. Nature 448:553–560
Pandey R, Mondal T, Mohammad F, Enroth S, Redrup L, Komorowski J, Nagano T, Mancini-Dinardo D, Kanduri C (2008) Kcnq1ot1 antisense Non coding RNA mediates lineage-specific transcriptional silencing through chromatin-level regulation. Mol Cell 32(2):232–246
Dundr M, Hoffmann-Rohrer U, Hu Q, Grummt I, Rothblum LI, Phair RD, Misteli T (2002) A kinetic framework for a mammalian RNA polymerase in vivo. Science 298(5598):1623–1626
Cheutin T, McNairn AJ, Jenuwein T, Gilbert DM, Singh PB, Misteli T (2003) Maintenance of stable heterochromatin domains by dynamic HP1 binding. Science 299(5607):721–725
Koyanagi M, Baguet A, Martens J, Margueron R, Jenuwein T, Bix M (2005) EZH2 and histone 3 trimethyl lysine 27 associated with Il4 and Il13 gene silencing in Th1 cells. J Biol Chem 280(36):31470–31477
Metivier R, Penot G, Carmouche RP, Hubner MR, Reid G, Denger S, Manu D, Brand H, Kos M, Benes V, Gannon F (2004) Transcriptional complexes engaged by apo-estrogen receptor-alpha isoforms have divergent outcomes. EMBO J 23(18):3653–3666
Nelson J, Denisenko O, Bomsztyk K (2006) Protocol for the fast chromatin immunoprecipitation (ChIP) method. Nat Protoc 1(1):179–185
Nelson J, Denisenko O, Sova P, Bomsztyk K (2006) Fast chromatin immunoprecipitation assay. Nucleic Acids Res 34(1), e2
Topisirovic I, Siddiqui N, Lapointe VL, Trost M, Thibault P, Bangeranye C, Pinol-Roma S, Borden KL (2009) Molecular dissection of the eukaryotic initiation factor 4E (eIF4E) export-competent RNP. EMBO J 28(8):1087–1098
Acknowledgement
MEA-A is recipient of the Rodney and Elaine Davies Cancer Research Fellowship and funded by the Auckland Medical Research Foundation. Authors are greatly thankful to Professor Bruce Baguley for reading the manuscript and his critical comments. DJK is funded by the National Breast Cancer Foundation, Australia.
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Askarian-Amiri, M.E., Korbie, D.J., Sarkar, D., Finlay, G. (2016). Methods Used for Noncoding RNAs Analysis. In: Lakhani, S., Fox, S. (eds) Molecular Pathology in Cancer Research. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-6643-1_8
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