A prototypical non-malignant epithelial model to study genome dynamics and concurrently monitor micro-RNAs and proteins in situ during oncogene-induced senescence
Jazyk angličtina Země Anglie, Velká Británie Médium electronic
Typ dokumentu časopisecké články, práce podpořená grantem
Grantová podpora
19277
Cancer Research UK - United Kingdom
PubMed
29321003
PubMed Central
PMC5763532
DOI
10.1186/s12864-017-4375-1
PII: 10.1186/s12864-017-4375-1
Knihovny.cz E-zdroje
- Klíčová slova
- CDC6, Cancer, DNA damage response, In situ hybridization, Micro-RNAs, Oncogene-induced senescence, R loops, Replication stress, SenTraGorTM, rDNA,
- MeSH
- epitelové buňky metabolismus MeSH
- genom MeSH
- jaderné proteiny metabolismus MeSH
- karcinogeneze MeSH
- kultivované buňky MeSH
- lidé MeSH
- mikro RNA metabolismus MeSH
- nádory glandulární a epitelové genetika patologie ultrastruktura MeSH
- onkogeny * MeSH
- proteiny buněčného cyklu metabolismus MeSH
- proteiny metabolismus MeSH
- stanovení celkové genové exprese MeSH
- stárnutí buněk genetika MeSH
- Check Tag
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Názvy látek
- CDC6 protein, human MeSH Prohlížeč
- jaderné proteiny MeSH
- mikro RNA MeSH
- proteiny buněčného cyklu MeSH
- proteiny MeSH
BACKGROUND: Senescence is a fundamental biological process implicated in various pathologies, including cancer. Regarding carcinogenesis, senescence signifies, at least in its initial phases, an anti-tumor response that needs to be circumvented for cancer to progress. Micro-RNAs, a subclass of regulatory, non-coding RNAs, participate in senescence regulation. At the subcellular level micro-RNAs, similar to proteins, have been shown to traffic between organelles influencing cellular behavior. The differential function of micro-RNAs relative to their subcellular localization and their role in senescence biology raises concurrent in situ analysis of coding and non-coding gene products in senescent cells as a necessity. However, technical challenges have rendered in situ co-detection unfeasible until now. METHODS: In the present report we describe a methodology that bypasses these technical limitations achieving for the first time simultaneous detection of both a micro-RNA and a protein in the biological context of cellular senescence, utilizing the new commercially available SenTraGorTM compound. The method was applied in a prototypical human non-malignant epithelial model of oncogene-induced senescence that we generated for the purposes of the study. For the characterization of this novel system, we applied a wide range of cellular and molecular techniques, as well as high-throughput analysis of the transcriptome and micro-RNAs. RESULTS: This experimental setting has three advantages that are presented and discussed: i) it covers a "gap" in the molecular carcinogenesis field, as almost all corresponding in vitro models are fibroblast-based, even though the majority of neoplasms have epithelial origin, ii) it recapitulates the precancerous and cancerous phases of epithelial tumorigenesis within a short time frame under the light of natural selection and iii) it uses as an oncogenic signal, the replication licensing factor CDC6, implicated in both DNA replication and transcription when over-expressed, a characteristic that can be exploited to monitor RNA dynamics. CONCLUSIONS: Consequently, we demonstrate that our model is optimal for studying the molecular basis of epithelial carcinogenesis shedding light on the tumor-initiating events. The latter may reveal novel molecular targets with clinical benefit. Besides, since this method can be incorporated in a wide range of low, medium or high-throughput image-based approaches, we expect it to be broadly applicable.
Department of Radiation Oncology Dana Farber Cancer Institute 450 Brookline Ave Boston MA 02215 USA
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Braunschweig U, et al. Dynamic integration of splicing within gene regulatory pathways. Cell. 2013;152(6):1252–1269. doi: 10.1016/j.cell.2013.02.034. PubMed DOI PMC
Brosius J. The persistent contributions of RNA to eukaryotic gen(om)e architecture and cellular function. Cold Spring Harb Perspect Biol. 2014;6(12):a016089. doi: 10.1101/cshperspect.a016089. PubMed DOI PMC
Jiao Y, Torquato S. Emergent behaviors from a cellular automaton model for invasive tumor growth in heterogeneous microenvironments. PLoS Comput Biol. 2011;7(12):e1002314. doi: 10.1371/journal.pcbi.1002314. PubMed DOI PMC
Hanahan D, Weinberg RA. The hallmarks of cancer. Cell. 2000;100(1):57–70. doi: 10.1016/S0092-8674(00)81683-9. PubMed DOI
Egeblad M, Nakasone ES, Werb Z. Tumors as organs: complex tissues that interface with the entire organism. Dev Cell. 2010;18(6):884–901. doi: 10.1016/j.devcel.2010.05.012. PubMed DOI PMC
Flynt AS, Lai EC. Biological principles of microRNA-mediated regulation: shared themes amid diversity. Nat Rev Genet. 2008;9(11):831–842. doi: 10.1038/nrg2455. PubMed DOI PMC
Sun K, Lai EC. Adult-specific functions of animal microRNAs. Nat Rev Genet. 2013;14(8):535–548. doi: 10.1038/nrg3471. PubMed DOI PMC
Mendell JT, Olson EN. MicroRNAs in stress signaling and human disease. Cell. 2012;148(6):1172–1187. doi: 10.1016/j.cell.2012.02.005. PubMed DOI PMC
Eguchi T, Kuboki T. Cellular reprogramming using defined factors and MicroRNAs. Stem Cells Int. 2016;2016:7530942. doi: 10.1155/2016/7530942. PubMed DOI PMC
Ambros V. The functions of animal microRNAs. Nature. 2004;431(7006):350–355. doi: 10.1038/nature02871. PubMed DOI
Gruber AJ, Zavolan M. Modulation of epigenetic regulators and cell fate decisions by miRNAs. Epigenomics. 2013;5(6):671–683. doi: 10.2217/epi.13.65. PubMed DOI
Erhard F, et al. Widespread context dependency of microRNA-mediated regulation. Genome Res. 2014;24(6):906–919. doi: 10.1101/gr.166702.113. PubMed DOI PMC
Lee RC, Feinbaum RL, Ambros V. The C. Elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14. Cell. 1993;75(5):843–854. doi: 10.1016/0092-8674(93)90529-Y. PubMed DOI
Olena AF, Patton JG. Genomic organization of microRNAs. J Cell Physiol. 2010;222(3):540–545. PubMed PMC
Bartel DP. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell. 2004;116(2):281–297. doi: 10.1016/S0092-8674(04)00045-5. PubMed DOI
Rasko JE, Wong JJ. Nuclear microRNAs in normal hemopoiesis and cancer. J Hematol Oncol. 2017;10(1):8. doi: 10.1186/s13045-016-0375-x. PubMed DOI PMC
Srinivasan H, Das S. Mitochondrial miRNA (MitomiR): a new player in cardiovascular health. Can J Physiol Pharmacol. 2015;93(10):855–861. doi: 10.1139/cjpp-2014-0500. PubMed DOI
Barrey E, et al. Pre-microRNA and mature microRNA in human mitochondria. PLoS One. 2011;6(5):e20220. doi: 10.1371/journal.pone.0020220. PubMed DOI PMC
Williams J, et al. Are microRNAs true sensors of ageing and cellular senescence? Ageing Res Rev. 2017;35:350–363. doi: 10.1016/j.arr.2016.11.008. PubMed DOI PMC
Abdelmohsen K, Gorospe M. Noncoding RNA control of cellular senescence. Wiley Interdiscip Rev RNA. 2015;6(6):615–629. doi: 10.1002/wrna.1297. PubMed DOI PMC
Bischof O, Martinez-Zamudio RI. MicroRNAs and lncRNAs in senescence: a re-view. IUBMB Life. 2015;67(4):255–267. doi: 10.1002/iub.1373. PubMed DOI PMC
Olivieri F, et al. DNA damage response (DDR) and senescence: shuttled inflamma-miRNAs on the stage of inflamm-aging. Oncotarget. 2015;6(34):35509–35521. PubMed PMC
Campisi J, Robert L. Cell senescence: role in aging and age-related diseases. Interdiscip Top Gerontol. 2014;39:45–61. doi: 10.1159/000358899. PubMed DOI PMC
Munoz-Espin D, Serrano M. Cellular senescence: from physiology to pathology. Nat Rev Mol Cell Biol. 2014;15(7):482–496. doi: 10.1038/nrm3823. PubMed DOI
Giaimo S, d'Adda F. Di Fagagna, is cellular senescence an example of antagonistic pleiotropy? Aging Cell. 2012;11(3):378–383. doi: 10.1111/j.1474-9726.2012.00807.x. PubMed DOI
Gorgoulis VG, Halazonetis TD. Oncogene-induced senescence: the bright and dark side of the response. Curr Opin Cell Biol. 2010;22(6):816–827. doi: 10.1016/j.ceb.2010.07.013. PubMed DOI
Sikora E, et al. Impact of cellular senescence signature on ageing research. Ageing Res Rev. 2011;10(1):146–152. doi: 10.1016/j.arr.2010.10.002. PubMed DOI
Braig M, et al. Oncogene-induced senescence as an initial barrier in lymphoma development. Nature. 2005;436(7051):660–665. doi: 10.1038/nature03841. PubMed DOI
Chen Z, et al. Crucial role of p53-dependent cellular senescence in suppression of Pten-deficient tumorigenesis. Nature. 2005;436(7051):725–730. doi: 10.1038/nature03918. PubMed DOI PMC
Collado M, et al. Tumour biology: senescence in premalignant tumours. Nature. 2005;436(7051):642. doi: 10.1038/436642a. PubMed DOI
Lazzerini Denchi E, et al. Deregulated E2F activity induces hyperplasia and senescence-like features in the mouse pituitary gland. Mol Cell Biol. 2005;25(7):2660–2672. doi: 10.1128/MCB.25.7.2660-2672.2005. PubMed DOI PMC
Michaloglou C, et al. BRAFE600-associated senescence-like cell cycle arrest of human naevi. Nature. 2005;436(7051):720–724. doi: 10.1038/nature03890. PubMed DOI
Bartkova J, et al. Oncogene-induced senescence is part of the tumorigenesis barrier imposed by DNA damage checkpoints. Nature. 2006;444(7119):633–637. doi: 10.1038/nature05268. PubMed DOI
Di Micco R, et al. Oncogene-induced senescence is a DNA damage response triggered by DNA hyper-replication. Nature. 2006;444(7119):638–642. doi: 10.1038/nature05327. PubMed DOI
Serrano M, et al. Oncogenic ras provokes premature cell senescence associated with accumulation of p53 and p16INK4a. Cell. 1997;88(5):593–602. doi: 10.1016/S0092-8674(00)81902-9. PubMed DOI
Halazonetis TD, Gorgoulis VG, Bartek J. An oncogene-induced DNA damage model for cancer development. Science. 2008;319(5868):1352–1355. doi: 10.1126/science.1140735. PubMed DOI
Geraghty RJ, et al. Guidelines for the use of cell lines in biomedical research. Br J Cancer. 2014;111(6):1021–1046. doi: 10.1038/bjc.2014.166. PubMed DOI PMC
Dickson MA, et al. Human keratinocytes that express hTERT and also bypass a p16(INK4a)-enforced mechanism that limits life span become immortal yet retain normal growth and differentiation characteristics. Mol Cell Biol. 2000;20(4):1436–1447. doi: 10.1128/MCB.20.4.1436-1447.2000. PubMed DOI PMC
Kiyono T, et al. Both Rb/p16INK4a inactivation and telomerase activity are required to immortalize human epithelial cells. Nature. 1998;396(6706):84–88. doi: 10.1038/23962. PubMed DOI
Dimri GP, et al. A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc Natl Acad Sci U S A. 1995;92(20):9363–9367. doi: 10.1073/pnas.92.20.9363. PubMed DOI PMC
AbouHaidar MG, Ivanov IG. Non-enzymatic RNA hydrolysis promoted by the combined catalytic activity of buffers and magnesium ions. Z Naturforsch C. 1999;54(7–8):542–548. PubMed
Chen SJ. RNA folding: conformational statistics, folding kinetics, and ion electrostatics. Annu Rev Biophys. 2008;37:197–214. doi: 10.1146/annurev.biophys.37.032807.125957. PubMed DOI PMC
Koculi E, et al. Charge density of divalent metal cations determines RNA stability. J Am Chem Soc. 2007;129(9):2676–2682. doi: 10.1021/ja068027r. PubMed DOI PMC
Draper DE. RNA folding: thermodynamic and molecular descriptions of the roles of ions. Biophys J. 2008;95(12):5489–5495. doi: 10.1529/biophysj.108.131813. PubMed DOI PMC
Hertweck M, Mueller MW. Mapping divalent metal ion binding sites in a group II intron by Mn(2+)- and Zn(2+)-induced site-specific RNA cleavage. Eur J Biochem. 2001;268(17):4610–4620. doi: 10.1046/j.1432-1327.2001.02389.x. PubMed DOI
Xi Y, et al. Systematic analysis of microRNA expression of RNA extracted from fresh frozen and formalin-fixed paraffin-embedded samples. RNA. 2007;13(10):1668–1674. doi: 10.1261/rna.642907. PubMed DOI PMC
Meng W, et al. Comparison of microRNA deep sequencing of matched formalin-fixed paraffin-embedded and fresh frozen cancer tissues. PLoS One. 2013;8(5):e64393. doi: 10.1371/journal.pone.0064393. PubMed DOI PMC
Jung M, et al. Robust microRNA stability in degraded RNA preparations from human tissue and cell samples. Clin Chem. 2010;56(6):998–1006. doi: 10.1373/clinchem.2009.141580. PubMed DOI
Peskoe SB, et al. Differential long-term stability of microRNAs and RNU6B snRNA in 12-20 year old archived formalin-fixed paraffin-embedded specimens. BMC Cancer. 2017;17(1):32. doi: 10.1186/s12885-016-3008-4. PubMed DOI PMC
Rentoft M, et al. miRNA analysis of formalin-fixed squamous cell carcinomas of the tongue is affected by age of the samples. Int J Oncol. 2011;38(1):61–69. PubMed
Mall C, et al. Stability of miRNA in human urine supports its biomarker potential. Biomark Med. 2013;7(4):623–631. doi: 10.2217/bmm.13.44. PubMed DOI PMC
Esser C, et al. Isolation of full-size mRNA from ethanol-fixed cells after cellular immunofluorescence staining and fluorescence-activated cell sorting (FACS) Cytometry. 1995;21(4):382–386. doi: 10.1002/cyto.990210411. PubMed DOI
Evangelou K, et al. Robust, universal biomarker assay to detect senescent cells in biological specimens. Aging Cell. 2017;16(1):192–197. doi: 10.1111/acel.12545. PubMed DOI PMC
Georgakopoulou EA, et al. Specific lipofuscin staining as a novel biomarker to detect replicative and stress-induced senescence. A method applicable in cryo-preserved and archival tissues. Aging (Albany NY) 2013;5(1):37–50. doi: 10.18632/aging.100527. PubMed DOI PMC
Gorgoulis VG, et al. Activation of the DNA damage checkpoint and genomic instability in human precancerous lesions. Nature. 2005;434(7035):907–913. doi: 10.1038/nature03485. PubMed DOI
Georgakilas AG, et al. Are common fragile sites merely structural domains or highly organized “functional” units susceptible to oncogenic stress? Cell Mol Life Sci. 2014;71(23):4519–4544. doi: 10.1007/s00018-014-1717-x. PubMed DOI PMC
Ramirez RD, et al. Immortalization of human bronchial epithelial cells in the absence of viral oncoproteins. Cancer Res. 2004;64(24):9027–9034. doi: 10.1158/0008-5472.CAN-04-3703. PubMed DOI
Evangelou K, et al. The DNA damage checkpoint precedes activation of ARF in response to escalating oncogenic stress during tumorigenesis. Cell Death Differ. 2013;20(11):1485–1497. doi: 10.1038/cdd.2013.76. PubMed DOI PMC
Velimezi G, et al. Functional interplay between the DNA-damage-response kinase ATM and ARF tumour suppressor protein in human cancer. Nat Cell Biol. 2013;15(8):967–977. doi: 10.1038/ncb2795. PubMed DOI
Liontos M, et al. Deregulated overexpression of hCdt1 and hCdc6 promotes malignant behavior. Cancer Res. 2007;67(22):10899–10909. doi: 10.1158/0008-5472.CAN-07-2837. PubMed DOI
Karakaidos P, et al. Overexpression of the replication licensing regulators hCdt1 and hCdc6 characterizes a subset of non-small-cell lung carcinomas: synergistic effect with mutant p53 on tumor growth and chromosomal instability--evidence of E2F-1 transcriptional control over hCdt1. Am J Pathol. 2004;165(4):1351–1365. doi: 10.1016/S0002-9440(10)63393-7. PubMed DOI PMC
Petrakis TG, et al. Exploring and exploiting the systemic effects of deregulated replication licensing. Semin Cancer Biol. 2016;37-38:3–15. PubMed
Sideridou M, et al. Cdc6 expression represses E-cadherin transcription and activates adjacent replication origins. J Cell Biol. 2011;195(7):1123–1140. doi: 10.1083/jcb.201108121. PubMed DOI PMC
Galanos P, et al. Chronic p53-independent p21 expression causes genomic instability by deregulating replication licensing. Nat Cell Biol. 2016;18(7):777–789. doi: 10.1038/ncb3378. PubMed DOI PMC
Petrakis TG, Vougas K, Gorgoulis VG. Cdc6: a multi-functional molecular switch with critical role in carcinogenesis. Transcription. 2012;3(3):124–129. doi: 10.4161/trns.20301. PubMed DOI PMC
Huang S, et al. DNA replication initiator Cdc6 also regulates ribosomal DNA transcription initiation. J Cell Sci. 2016;129(7):1429–1440. doi: 10.1242/jcs.178723. PubMed DOI
Georgakopoulou E, et al. Apoptosis or senescence? Which exit route do epithelial cells and fibroblasts preferentially follow? Mech Ageing Dev. 2016;156:17–24. doi: 10.1016/j.mad.2016.03.010. PubMed DOI
Niimi S, et al. Cdc6 protein obstructs apoptosome assembly and consequent cell death by forming stable complexes with activated Apaf-1 molecules. J Biol Chem. 2012;287(22):18573–18583. doi: 10.1074/jbc.M112.347690. PubMed DOI PMC
Narita M, et al. Rb-mediated heterochromatin formation and silencing of E2F target genes during cellular senescence. Cell. 2003;113(6):703–716. doi: 10.1016/S0092-8674(03)00401-X. PubMed DOI
Nieto MA, et al. Emt: 2016. Cell. 2016;166(1):21–45. doi: 10.1016/j.cell.2016.06.028. PubMed DOI
Thiery JP, et al. Epithelial-mesenchymal transitions in development and disease. Cell. 2009;139(5):871–890. doi: 10.1016/j.cell.2009.11.007. PubMed DOI
Liontos M, et al. Modulation of the E2F1-driven cancer cell fate by the DNA damage response machinery and potential novel E2F1 targets in osteosarcomas. Am J Pathol. 2009;175(1):376–391. doi: 10.2353/ajpath.2009.081160. PubMed DOI PMC
Negrini S, Gorgoulis VG, Halazonetis TD. Genomic instability--an evolving hallmark of cancer. Nat Rev Mol Cell Biol. 2010;11(3):220–228. doi: 10.1038/nrm2858. PubMed DOI
d'Adda di Fagagna F. Living on a break: cellular senescence as a DNA-damage response. Nat Rev Cancer. 2008;8(7):512–522. doi: 10.1038/nrc2440. PubMed DOI
Walter D, et al. SCF(Cyclin F)-dependent degradation of CDC6 suppresses DNA re-replication. Nat Commun. 2016;7:10530. doi: 10.1038/ncomms10530. PubMed DOI PMC
Heng HH, et al. Chromosomal instability (CIN): what it is and why it is crucial to cancer evolution. Cancer Metastasis Rev. 2013;32(3–4):325–340. doi: 10.1007/s10555-013-9427-7. PubMed DOI
Rangel N, Forero-Castro M, Rondon-Lagos M. New insights in the cytogenetic practice: Karyotypic chaos, non-Clonal chromosomal alterations and chromosomal instability in human cancer and therapy response. Genes (Basel) 2017;8(6):155. doi: 10.3390/genes8060155. PubMed DOI PMC
Mrasek K, et al. Global screening and extended nomenclature for 230 aphidicolin-inducible fragile sites, including 61 yet unreported ones. Int J Oncol. 2010;36(4):929–940. PubMed
Tan DS, et al. Intertumor heterogeneity of non-small-cell lung carcinomas revealed by multiplexed mutation profiling and integrative genomics. Int J Cancer. 2014;135(5):1092–1100. doi: 10.1002/ijc.28750. PubMed DOI
Kang J. Genomic alterations on 8p21-p23 are the most frequent genetic events in stage I squamous cell carcinoma of the lung. Exp Ther Med. 2015;9(2):345–350. doi: 10.3892/etm.2014.2123. PubMed DOI PMC
Jimenez-Sousa MA, et al. Myelodysplastic syndrome with isochromosome 5p and trisomy 8 after treatment of a multiple myeloma. Cancer Genet Cytogenet. 2010;203(2):345–347. doi: 10.1016/j.cancergencyto.2010.09.010. PubMed DOI
Hoglund M, et al. Statistical dissection of cytogenetic patterns in lung cancer reveals multiple modes of karyotypic evolution independent of histological classification. Cancer Genet Cytogenet. 2004;154(2):99–109. doi: 10.1016/j.cancergencyto.2004.01.030. PubMed DOI
Skourti-Stathaki K, Proudfoot NJ. A double-edged sword: R loops as threats to genome integrity and powerful regulators of gene expression. Genes Dev. 2014;28(13):1384–1396. doi: 10.1101/gad.242990.114. PubMed DOI PMC
Roy D, Lieber MR. G clustering is important for the initiation of transcription-induced R-loops in vitro, whereas high G density without clustering is sufficient thereafter. Mol Cell Biol. 2009;29(11):3124–3133. doi: 10.1128/MCB.00139-09. PubMed DOI PMC
Roy D, et al. Competition between the RNA transcript and the nontemplate DNA strand during R-loop formation in vitro: a nick can serve as a strong R-loop initiation site. Mol Cell Biol. 2010;30(1):146–159. doi: 10.1128/MCB.00897-09. PubMed DOI PMC
Xu B, Clayton DA. RNA-DNA hybrid formation at the human mitochondrial heavy-strand origin ceases at replication start sites: an implication for RNA-DNA hybrids serving as primers. EMBO J. 1996;15(12):3135–3143. PubMed PMC
Baker TA, Kornberg A. Transcriptional activation of initiation of replication from the E. Coli chromosomal origin: an RNA-DNA hybrid near oriC. Cell. 1988;55(1):113–123. doi: 10.1016/0092-8674(88)90014-1. PubMed DOI
Carles-Kinch K, Kreuzer KN. RNA-DNA hybrid formation at a bacteriophage T4 replication origin. J Mol Biol. 1997;266(5):915–926. PubMed
Masukata H, Tomizawa J. Effects of point mutations on formation and structure of the RNA primer for ColE1 DNA replication. Cell. 1984;36(2):513–522. doi: 10.1016/0092-8674(84)90244-7. PubMed DOI
Masukata H, Tomizawa J. A mechanism of formation of a persistent hybrid between elongating RNA and template DNA. Cell. 1990;62(2):331–338. doi: 10.1016/0092-8674(90)90370-T. PubMed DOI
Chan YA, et al. Genome-wide profiling of yeast DNA:RNA hybrid prone sites with DRIP-chip. PLoS Genet. 2014;10(4):e1004288. doi: 10.1371/journal.pgen.1004288. PubMed DOI PMC
El Hage A, et al. Genome-wide distribution of RNA-DNA hybrids identifies RNase H targets in tRNA genes, retrotransposons and mitochondria. PLoS Genet. 2014;10(10):e1004716. doi: 10.1371/journal.pgen.1004716. PubMed DOI PMC
Starokadomskyy P, et al. DNA polymerase-alpha regulates the activation of type I interferons through cytosolic RNA:DNA synthesis. Nat Immunol. 2016;17(5):495–504. doi: 10.1038/ni.3409. PubMed DOI PMC
Lima WF, et al. Viable RNaseH1 knockout mice show RNaseH1 is essential for R loop processing, mitochondrial and liver function. Nucleic Acids Res. 2016;44(11):5299–5312. doi: 10.1093/nar/gkw350. PubMed DOI PMC
Chiolo I, et al. Double-strand breaks in heterochromatin move outside of a dynamic HP1a domain to complete recombinational repair. Cell. 2011;144(5):732–744. doi: 10.1016/j.cell.2011.02.012. PubMed DOI PMC
van Sluis M, McStay B. A localized nucleolar DNA damage response facilitates recruitment of the homology-directed repair machinery independent of cell cycle stage. Genes Dev. 2015;29(11):1151–1163. doi: 10.1101/gad.260703.115. PubMed DOI PMC
Grob A, Colleran C, McStay B. Construction of synthetic nucleoli in human cells reveals how a major functional nuclear domain is formed and propagated through cell division. Genes Dev. 2014;28(3):220–230. doi: 10.1101/gad.234591.113. PubMed DOI PMC
Santos-Pereira JM, Aguilera A. R loops: new modulators of genome dynamics and function. Nat Rev Genet. 2015;16(10):583–597. doi: 10.1038/nrg3961. PubMed DOI
Boque-Sastre R, et al. Head-to-head antisense transcription and R-loop formation promotes transcriptional activation. Proc Natl Acad Sci U S A. 2015;112(18):5785–5790. doi: 10.1073/pnas.1421197112. PubMed DOI PMC
Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144(5):646–674. doi: 10.1016/j.cell.2011.02.013. PubMed DOI
Solimini NL, Luo J, Elledge SJ. Non-oncogene addiction and the stress phenotype of cancer cells. Cell. 2007;130(6):986–988. doi: 10.1016/j.cell.2007.09.007. PubMed DOI
Zaravinos A. The regulatory role of MicroRNAs in EMT and cancer. J Oncol. 2015;2015:865816. doi: 10.1155/2015/865816. PubMed DOI PMC
Siemens H, et al. miR-34 and SNAIL form a double-negative feedback loop to regulate epithelial-mesenchymal transitions. Cell Cycle. 2011;10(24):4256–4271. doi: 10.4161/cc.10.24.18552. PubMed DOI
He L, et al. microRNAs join the p53 network--another piece in the tumour-suppression puzzle. Nat Rev Cancer. 2007;7(11):819–822. doi: 10.1038/nrc2232. PubMed DOI PMC
Disayabutr S, et al. miR-34 miRNAs regulate cellular senescence in type II alveolar epithelial cells of patients with idiopathic pulmonary fibrosis. PLoS One. 2016;11(6):e0158367. doi: 10.1371/journal.pone.0158367. PubMed DOI PMC
Bartek J, Lukas J. DNA damage checkpoints: from initiation to recovery or adaptation. Curr Opin Cell Biol. 2007;19(2):238–245. doi: 10.1016/j.ceb.2007.02.009. PubMed DOI
Rappold I, et al. Tumor suppressor p53 binding protein 1 (53BP1) is involved in DNA damage-signaling pathways. J Cell Biol. 2001;153(3):613–620. doi: 10.1083/jcb.153.3.613. PubMed DOI PMC
Bartkova J, et al. DNA damage response as a candidate anti-cancer barrier in early human tumorigenesis. Nature. 2005;434(7035):864–870. doi: 10.1038/nature03482. PubMed DOI
Obernosterer G, Martinez J, Alenius M. Locked nucleic acid-based in situ detection of microRNAs in mouse tissue sections. Nat Protoc. 2007;2(6):1508–1514. doi: 10.1038/nprot.2007.153. PubMed DOI
Sempere LF, Korc M. A method for conducting highly sensitive microRNA in situ hybridization and immunohistochemical analysis in pancreatic cancer. Methods Mol Biol. 2013;980:43–59. doi: 10.1007/978-1-62703-287-2_4. PubMed DOI
Nielsen BS, Holmstrom K. Combined microRNA in situ hybridization and immunohistochemical detection of protein markers. Methods Mol Biol. 2013;986:353–365. doi: 10.1007/978-1-62703-311-4_22. PubMed DOI
Vester B, Wengel J. LNA (locked nucleic acid): high-affinity targeting of complementary RNA and DNA. Biochemistry. 2004;43(42):13233–13241. doi: 10.1021/bi0485732. PubMed DOI
Silahtaroglu AN, et al. Detection of microRNAs in frozen tissue sections by fluorescence in situ hybridization using locked nucleic acid probes and tyramide signal amplification. Nat Protoc. 2007;2(10):2520–2528. doi: 10.1038/nprot.2007.313. PubMed DOI
de Planell-Saguer M, Rodicio MC, Mourelatos Z. Rapid in situ codetection of noncoding RNAs and proteins in cells and formalin-fixed paraffin-embedded tissue sections without protease treatment. Nat Protoc. 2010;5(6):1061–1073. doi: 10.1038/nprot.2010.62. PubMed DOI
Kwon S. Single-molecule fluorescence in situ hybridization: quantitative imaging of single RNA molecules. BMB Rep. 2013;46(2):65–72. doi: 10.5483/BMBRep.2013.46.2.016. PubMed DOI PMC
Pena JT, et al. miRNA in situ hybridization in formaldehyde and EDC-fixed tissues. Nat Methods. 2009;6(2):139–141. doi: 10.1038/nmeth.1294. PubMed DOI PMC
Le Magnen C, Dutta A, Abate-Shen C. Optimizing mouse models for precision cancer prevention. Nat Rev Cancer. 2016;16(3):187–196. doi: 10.1038/nrc.2016.1. PubMed DOI PMC
Rangarajan A, et al. Species- and cell type-specific requirements for cellular transformation. Cancer Cell. 2004;6(2):171–183. doi: 10.1016/j.ccr.2004.07.009. PubMed DOI
Kamijo T, et al. Loss of the ARF tumor suppressor reverses premature replicative arrest but not radiation hypersensitivity arising from disabled atm function. Cancer Res. 1999;59(10):2464–2469. PubMed
Kamijo T, et al. Tumor suppression at the mouse INK4a locus mediated by the alternative reading frame product p19ARF. Cell. 1997;91(5):649–659. doi: 10.1016/S0092-8674(00)80452-3. PubMed DOI
Efeyan A, et al. Limited role of murine ATM in oncogene-induced senescence and p53-dependent tumor suppression. PLoS One. 2009;4(5):e5475. doi: 10.1371/journal.pone.0005475. PubMed DOI PMC
Balmain A, Harris CC. Carcinogenesis in mouse and human cells: parallels and paradoxes. Carcinogenesis. 2000;21(3):371–377. doi: 10.1093/carcin/21.3.371. PubMed DOI
McStay B, Grummt I. The epigenetics of rRNA genes: from molecular to chromosome biology. Annu Rev Cell Dev Biol. 2008;24:131–157. doi: 10.1146/annurev.cellbio.24.110707.175259. PubMed DOI
Murray JM, Stiff T, Jeggo PA. DNA double-strand break repair within heterochromatic regions. Biochem Soc Trans. 2012;40(1):173–178. doi: 10.1042/BST20110631. PubMed DOI
Nakane PK. Simultaneous localization of multiple tissue antigens using the peroxidase-labeled antibody method: a study on pituitary glands of the rat. J Histochem Cytochem. 1968;16(9):557–560. doi: 10.1177/16.9.557. PubMed DOI
Abbadie C, Pluquet O, Pourtier A. Epithelial cell senescence: an adaptive response to pre-carcinogenic stresses? Cell Mol Life Sci. 2017;74(24):4471–4509. doi: 10.1007/s00018-017-2587-9. PubMed DOI PMC
Debacq-Chainiaux F, et al. Protocols to detect senescence-associated beta-galactosidase (SA-betagal) activity, a biomarker of senescent cells in culture and in vivo. Nat Protoc. 2009;4(12):1798–1806. doi: 10.1038/nprot.2009.191. PubMed DOI
Kim D, et al. TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions. Genome Biol. 2013;14(4):R36. doi: 10.1186/gb-2013-14-4-r36. PubMed DOI PMC
Li H, et al. The sequence alignment/map format and SAMtools. Bioinformatics. 2009;25(16):2078–2079. doi: 10.1093/bioinformatics/btp352. PubMed DOI PMC
Anders S, Pyl PT, Huber W. HTSeq--a python framework to work with high-throughput sequencing data. Bioinformatics. 2015;31(2):166–169. doi: 10.1093/bioinformatics/btu638. PubMed DOI PMC
Anders S, Huber W. Differential expression analysis for sequence count data. Genome Biol. 2010;11(10):R106. doi: 10.1186/gb-2010-11-10-r106. PubMed DOI PMC
Chen S, et al. AfterQC: automatic filtering, trimming, error removing and quality control for fastq data. BMC Bioinformatics. 2017;18(Suppl 3):80. doi: 10.1186/s12859-017-1469-3. PubMed DOI PMC
Huang da W, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc. 2009;4(1):44–57. doi: 10.1038/nprot.2008.211. PubMed DOI
Subramanian A, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A. 2005;102(43):15545–15550. doi: 10.1073/pnas.0506580102. PubMed DOI PMC
Backes C, et al. miEAA: microRNA enrichment analysis and annotation. Nucleic Acids Res. 2016;44(W1):W110–W116. doi: 10.1093/nar/gkw345. PubMed DOI PMC
Borchert GM, Lanier W, Davidson BL. RNA polymerase III transcribes human microRNAs. Nat Struct Mol Biol. 2006;13(12):1097–1101. doi: 10.1038/nsmb1167. PubMed DOI
Ha M, Kim VN. Regulation of microRNA biogenesis. Nat Rev Mol Cell Biol. 2014;15(8):509–524. doi: 10.1038/nrm3838. PubMed DOI
Winter J, et al. Many roads to maturity: microRNA biogenesis pathways and their regulation. Nat Cell Biol. 2009;11(3):228–234. doi: 10.1038/ncb0309-228. PubMed DOI
Roberts TC. The MicroRNA biology of the mammalian nucleus. Mol Ther Nucleic Acids. 2014;3:e188. doi: 10.1038/mtna.2014.40. PubMed DOI PMC
Baradan R, Hollander JM, Das S. Mitochondrial miRNAs in diabetes: just the tip of the iceberg. Can J Physiol Pharmacol. 2017;95:1156–1162. doi: 10.1139/cjpp-2016-0580. PubMed DOI PMC
Makarova JA, et al. Intracellular and extracellular microRNA: an update on localization and biological role. Prog Histochem Cytochem. 2016;51(3–4):33–49. doi: 10.1016/j.proghi.2016.06.001. PubMed DOI
Treiber T, et al. A compendium of RNA-binding proteins that regulate MicroRNA biogenesis. Mol Cell. 2017;66(2):270–284. doi: 10.1016/j.molcel.2017.03.014. PubMed DOI
Sakellariou D, et al. Alternative lengthening of telomeres: recurrent cytogenetic aberrations and chromosome stability under extreme telomere dysfunction. Neoplasia. 2013;15(11):1301–1313. doi: 10.1593/neo.131574. PubMed DOI PMC