Mathematical model of a telomerase transcriptional regulatory network developed by cell-based screening: analysis of inhibitor effects and telomerase expression mechanisms

Cancer cells depend on transcription of telomerase reverse transcriptase (TERT). Many transcription factors affect TERT, though regulation occurs in context of a broader network. Network effects on telomerase regulation have not been investigated, though deeper understanding of TERT transcription requires a systems view. However, control over individual interactions in complex networks is not easily achievable. Mathematical modelling provides an attractive approach for analysis of complex systems and some models may prove useful in systems pharmacology approaches to drug discovery. In this report, we used transfection screening to test interactions among 14 TERT regulatory transcription factors and their respective promoters in ovarian cancer cells. The results were used to generate a network model of TERT transcription and to implement a dynamic Boolean model whose steady states were analysed. Modelled effects of signal transduction inhibitors successfully predicted TERT repression by Src-family inhibitor SU6656 and lack of repression by ERK inhibitor FR180204, results confirmed by RT-QPCR analysis of endogenous TERT expression in treated cells. Modelled effects of GSK3 inhibitor 6-bromoindirubin-3′-oxime (BIO) predicted unstable TERT repression dependent on noise and expression of JUN, corresponding with observations from a previous study. MYC expression is critical in TERT activation in the model, consistent with its well known function in endogenous TERT regulation. Loss of MYC caused complete TERT suppression in our model, substantially rescued only by co-suppression of AR. Interestingly expression was easily rescued under modelled Ets-factor gain of function, as occurs in TERT promoter mutation. RNAi targeting AR, JUN, MXD1, SP3, or TP53, showed that AR suppression does rescue endogenous TERT expression following MYC knockdown in these cells and SP3 or TP53 siRNA also cause partial recovery. The model therefore successfully predicted several aspects of TERT regulation including previously unknown mechanisms. An extrapolation suggests that a dominant stimulatory system may programme TERT for transcriptional stability

Potent gene-specific inhibitory properties of mixed-backbone antisense oligonucleotides comprised of 2′-deoxy-2′-fluoro-D-arabinose and 2′-deoxyribose nucleotides

Phosphorothioate deoxyribonucleotides (PS-DNA) are among the most widely used antisense inhibitors. PS-DNA exhibits desirable properties such as enhanced nuclease resistance, improved bioavailability, and the ability to induce RNase H mediated degradation of target RNA. Unfortunately, PS-DNA possesses a relatively low binding affinity for target RNA that impacts on its potency in antisense applications. We recently showed that phosphodiester-linked oligonucleotides comprised of 2′-deoxy-2′-fluoro-D-arabinonucleic acid (FANA) exhibit both high binding affinity for target RNA and the ability to elicit RNase H degradation of target RNA [Damha et al. (1998) J. Am. Chem. Soc. 120, 12976]. In the present study, we evaluated the antisense activity of phosphorothioate-linked FANA oligonucleotides (PS-FANA). Oligonucleotides comprised entirely of PS-FANA were somewhat less efficient in directing RNase H cleavage of target RNA as compared to their phosphorothioate-linked DNA counterparts, and showed only weak antisense inhibition of cellular target expression. However, mixed-backbone oligomers comprised of PS-FANA flanking a central core of PS-DNA were found to possess potent antisense activity, inhibiting specific cellular gene expression with EC 50 values of less than 5 nM. This inhibition was a true antisense effect, as indicated by the dose-dependent decrease in both target protein and target mRNA. Furthermore, the appearance of mRNA fragments was consistent with RNase H mediated cleavage of the mRNA target. We also compared a series of PS-[FANA-DNA-FANA] mixed-backbone oligomers of varying PS-DNA core sizes with the corresponding 2′-O-methyl oligonucleotide chimeras, i.e., PS-[2′meRNA-DNA-2′meRNA]. Both types of oligomers showed very similar binding affinities toward target RNA. However, the antisense potency of the 2′-O-methyl chimeric compounds was dramatically attenuated with decreasing DNA core size, whereas that of the 2′-fluoroarabino compounds was essentially unaffected. Indeed, a PS-FANA oligomer containing a single deoxyribonucleotide residue core retained significant antisense activity. These findings correlated exactly with the ability of the various chimeric antisense molecules to elicit RNase H degradation of the target RNA in vitro, and suggest that this mode of inhibition is likely the most important determinant for potent antisense activity.link_to_subscribed_fulltex

Synthesis and biophysical properties of arabinonucleic acids (ANA): Circular dichroic spectra, melting temperatures, and ribonuclease H susceptibility of ANA·RNA hybrid duplexes

Arabinonucleic acid (ANA), the 2'-epimer of RNA, was synthesized from arabinonucleoside building blocks by conventional solid-phase phosphoramidite synthesis. In addition, the biochemical and physicochemical properties of ANA strands of mixed base composition were evaluated for the first time. ANA exhibit certain characteristics desirable for use as antisense agents. They form duplexes with complementary RNA, direct RNase H degradation of target RNA molecules, and display resistance to 3'-exonucleases. Since RNA does not elicit RNase H activity, our findings establish that the stereochemistry at C2' (ANA versus RNA) is a key determinant in the activation of the enzyme RNase H. Inversion of stereochemistry at C2' is most likely accompanied by a conformational change in the furanose sugar pucker from C3'-endo (RNA) to C2'-endo ('DNA-like') pucker (ANA) [Noronha and Damha (1998) Nucleic Acids Res. 26, 2665-2671; Venkateswarlu and Ferguson (1999) J. Am. Chem. Soc. 121, 5609-5610]. This produces ANA/RNA hybrids whose CD spectra (i.e., helical conformation) are more similar to the native DNA/RNA substrates than to those of the pure RNA/RNA duplex. These features, combined with the fact that ara- 2'OH groups project into the major groove of the helix (where they should not interfere with RNase H binding), help to explain the RNase H activity of ANA/RNA hybrids.link_to_subscribed_fulltex