Identification of nucleobase chemical modifications that reduce the hepatotoxicity of gapmer antisense oligonucleotides

Currently, gapmer antisense oligonucleotide (ASO) therapeutics are under clinical development for the treatment of various diseases, including previously intractable human disorders; however, they have the potential to induce hepatotoxicity. Although several groups have reported the reduced hepatotoxicity of gapmer ASOs following chemical modifications of sugar residues or internucleotide linkages, only few studies have described nucleobase modifications to reduce hepatotoxicity. In this study, we introduced single or multiple combinations of 17 nucleobase derivatives, including four novel derivatives, into hepatotoxic locked nucleic acid gapmer ASOs and examined their effects on hepatotoxicity. The results demonstrated successful identification of chemical modifications that strongly reduced the hepatotoxicity of gapmer ASOs. This approach expands the ability to design gapmer ASOs with optimal therapeutic profiles.     

The therapeutic potential of antisense oligonucleotides

Specific inhibition of gene expression by antisense agents provides the basis for rational drug discovery based on molecular targets. Due to the specificity of Watson-Crick base-pair hybridization, antisense oligodeoxynucleotides have been used extensively in attempts to inhibit gene expression in both in vitro and in vivo models. Analogues modified from normal phosphodiester oligodeoxynucleotides have entered clinical trials against diseases including AIDS and cancer. Although the precise mechanism of action of these drugs has not been clarified, these oligodeoxynucleotides offer considerable promise as novel molecular therapeutics. We review the recent attempts to harness the therapeutic potential of these oligodeoxynucleotides and appraise the near-term prospects for antisense technology.     

Non-fucosylated therapeutic antibodies: the next generation of therapeutic antibodies

Therapeutic antibody IgG1 has two N-linked oligosaccharide chains bound to the Fc region. The oligosaccharides are of the complex biantennary type, composed of a trimannosyl core structure with the presence or absence of core fucose, bisecting N-acetylglucosamine (GlcNAc), galactose, and terminal sialic acid, which gives rise to structural heterogeneity. Both human serum IgG and therapeutic antibodies are well known to be heavily fucosylated. Recently, antibody-dependent cellular cytotoxicity (ADCC), a lytic attack on antibody-targeted cells, has been found to be one of the critical effector functions responsible for the clinical efficacy of therapeutic antibodies such as anti-CD20 IgG1 rituximab (Rituxan^®) and anti-Her2/neu IgG1 trastuzumab (Herceptin^®). ADCC is triggered upon the binding of lymphocyte receptors (FcγRs) to the antibody Fc region. The activity is dependent on the amount of fucose attached to the innermost GlcNAc of N-linked Fc oligosaccharide via an α-1,6-linkage, and is dramatically enhanced by a reduction in fucose. Non-fucosylated therapeutic antibodies show more potent efficacy than their fucosylated counterparts both in vitro and in vivo, and are not likely to be immunogenic because their carbohydrate structures are a normal component of natural human serum IgG. Thus, the application of non-fucosylated antibodies is expected to be a powerful and elegant approach to the design of the next generation therapeutic antibodies with improved efficacy. In this review, we discuss the importance of the oligosaccharides attached to the Fc region of therapeutic antibodies, especially regarding the inhibitory effect of fucosylated therapeutic antibodies on the efficacy of non-fucosylated counterparts in one medical agent. The impact of completely non-fucosylated therapeutic antibodies on therapeutic fields will be also discussed.     

Absorption of antisense oligonucleotides in rat intestine: effect of chemistry and length

An in situ single-pass perfusion model was used to assess the effect of chemical modification and length on permeability and absorption of various oligonucleotides in rat intestine. Phosphorothioate oligodeoxynucleotides (PS-ODN) were compared with oligoribonucleotides with 2'-methoxyethyl (MOE) or 2'-O-methyl (OMe) modifications. A 25-mer PS-OMe-modified oligonucleotide showed relatively poor permeability in this model, as did unmodified 20-mer PS-ODN (permeability coefficient [P(eff)] = 2-8 X 10(-6)cm/sec). Modifying some or all of the oligonucleotides with 2'-MOE groups on deoxyribose and 5'-methylation of the cytosines substantially increased intestinal permeability of oligonucleotides. Both partially and fully modified PS-MOE oligonucleotides showed a (2-4)-fold increase in permeability as compared with unmodified PS-ODN. The presence of a phosphodiester backbone in MOE-modified compounds led to further increases in intestinal permeability. PS-MOE composed of 6, 8, 10, 12, 14, 16, 18, 20, and 22 nucleotides were also examined. It was found that the permeability of these oligonucleotides increased linearly with decreasing length.     

Polyethylenimine but not cationic lipid improves antisense activity of 3'-capped phosphodiester oligonucleotides

Lipofectin, which is a mixture of neutral lipid with a cationic lipid, has been widely used to enhance cellular delivery of phosphorothioate, 2'-sugar-modified, and chimeric antisense oligonucleotides. Phosphodiester oligonucleotides delivered with Lipofectin usually do not elicit antisense activity probably because cationic lipid formulations do not sufficiently protect unmodified oligonucleotides from nuclease degradation. We show that a cationic polymer, polyethylenimine (PEI), improves the uptake and antisense activity of 3'-capped 20-mer and 12-mer antisense phosphodiester oligonucleotides (PO-ODN) targeted to different regions of Ha-ras mRNA and to the 3'-untranslated region (3'-UTR) of C-raf kinase. In contrast, PEI, which forms a very stable complex with the 20-mer phosphorothioate oligonucleotide (PS-ODN), does not enhance its antisense activity. Using fluorescently labeled carriers and ODN, we show that PEI-PS-ODN particles are very efficiently taken up by cells but PS-ODN is not dissociated from the carrier. Our results indicate that carrier-ODN particle size and stability and ODN release kinetics vary with the chemical nature of the ODN and the carrier being transfected into the cells. The very low cost of PEI compared with cytofectins and the increased affinity for target mRNA and decreased affinity for proteins of PO-ODN compared with PS-ODN make the use of PEI-PO-ODN very attractive.     

Towards the next generation of recurrent network models for cognitive neuroscience

Recurrent neural networks (RNNs) trained with machine learning techniques on cognitive tasks have become a widely accepted tool for neuroscientists. In this short opinion piece, we discuss fundamental challenges faced by the early work of this approach and recent steps to overcome such challenges and build next-generation RNN models for cognition. We propose several essential questions that practitioners of this approach should address to continue to build future generations of RNN models.     

Towards the next generation of dual Bcl-2/Bcl-xL inhibitors

Structural modifications of the left-hand side of compound 1 were identified which retained or improved potent binding to Bcl-2 and Bcl-x_L in in vitro biochemical assays and had strong activity in an RS4;11 apoptotic cellular assay. For example, sulfoxide diastereomer 13 maintained good binding affinity and comparable cellular potency to 1 while improving aqueous solubility. The corresponding diastereomer (14) was significantly less potent in the cell, and docking studies suggest that this is due to a stereochemical preference for the R_S versus S_S sulfoxide. Appending a dimethylaminoethoxy side chain (27) adjacent to the benzylic position of the biphenyl moiety of 1 improved cellular activity by approximately three-fold, and this activity was corroborated in cell lines overexpressing Bcl-2 and Bcl-x_L.     

In vivo generation of highly abundant sequence-specific oligonucleotides for antisense and triplex gene regulation.

Antisense and triplex oligonucleotides continue to demonstrate potential as mediators of gene-specific repression of protein synthesis. However, inefficient and heterogeneous cellular uptake, intracellular sequestration, and rapid intracellular and extracellular degradation represent obstacles to their eventual clinical utility. Efficient cellular delivery of targeted ribozymes can present similar problems. In this report we describe a system for circumventing these obstacles and producing large quantities of short, sequence-specific RNA oligonucleotides for use in these gene regulation strategies. The oligonucleotides are generated from a vector containing promoter, capping, and termination sequences from the human small nuclear U6 gene, surrounding a synthetic sequence incorporating the oligonucleotide of interest. In vivo, these oligonucleotides are produced constitutively and without cell type specificity in levels up to 5 x 10(6) copies per cell, reach steady-state levels of expression within 9 hours post-transfection, and are still readily detectable 7 days post-transfection. In addition, these oligonucleotides are retained in the nucleus, obtain a 5' gamma-monomethyl phosphate cap, and have an intracellular half-life of approximately one hour. This expression vector provides a novel and efficient method of intracellular delivery of antisense or triplex RNA oligonucleotides (and/or ribozymes) for gene regulation, as well as a cost-effective means of comparing the biological activity arising from a variety of different potential oligonucleotide sequences.     

Heterocyclic modifications of oligonucleotides and antisense technology

Modification of the heterocyclic moiety of oligonucleotides has led to the discovery of potent antisense compounds. This review describes the physicochemical factors that are responsible for duplex stabilization through base modification. A summary is given of the different heterocyclic modifications that can be used to beneficially influence this duplex stability. The biologic activity of base-modified oligonucleotides is described, and the different factors that are important for obtaining in vivo antisense activity with heterocyclic-modified oligonucleotides are summarized.     

Antisense inhibitory effect: a comparison between 3'-partial and full phosphorothioate antisense oligonucleotides.

Phosphorothioate (PS) antisense oligonucleotides are currently used to inhibit many cell functions both in vivo and in vitro. However, these modified oligos provide reasonable sequence specificity only within a narrow concentration range. To overcome such a limitation we synthesized antisense oligomers, partially phosphorothioated, targeted against the human N-myc mRNA. We utilized such modified oligomers in a human neuroblastoma cell line where the N-myc gene expression was very high, and compared them to full phosphorothioate oligonucleotides. Both full PS and partial PS antisense oligos produced a maximum reduction in target mRNA after 6 h of treatment. They were able to maintain a good level of inhibition for 20 h only at high concentration. While partial PS oligos produced a dose dependent and sequence specific inhibition of N-myc mRNA, full PS molecules suffer from some disadvantages at the highest concentration used. Our results showed that partial PS molecules were capable of reducing gene expression showing a greater sequence specificity over a far broader concentration range. For this reason we conclude that partial PS antisense oligos, with respect to full PS antisense oligos, might be particularly useful for studying gene function.     

Synthesis,biophysical properties and biological activity of second generation antisense oligonucleotides containing chiral phosphorothioate linkages

Bicyclic oxazaphospholidine monomers were used to prepare a series of phosphorothioate (PS)-modified gapmer antisense oligonucleotides (ASOs) with control of the chirality of each of the PS linkages within the 10-base gap. The stereoselectivity was determined to be 98% for each coupling. The objective of this work was to study how PS chirality influences biophysical and biological properties of the ASO including binding affinity (T_m), nuclease stability, activity in vitro and in vivo, RNase H activation and cleavage patterns (both human and E. coli) in a gapmer context. Compounds that had nine or more Sp-linkages in the gap were found to be poorly active in vitro, while compounds with uniform Rp-gaps exhibited activity very similar to that of the stereo-random parent ASOs. Conversely, when tested in vivo, the full Rp-gap compound was found to be quickly metabolized resulting in low activity. A total of 31 ASOs were prepared with control of the PS chirally of each linkage within the gap in an attempt to identify favorable Rp/Sp positions. We conclude that a mix of Rp and Sp is required to achieve a balance between good activity and nuclease stability.     

Cellular uptake and intracellular fate of antisense oligonucleotides

Antisense oligonucleotides with sequences complementary to a given genetic target can enter cells in sufficient quantities to selectively inhibit gene expression. Thus, they have a potential therapeutic use in preventing undesirable gene expression in diseases such as cancer and AIDS. However, it is remarkable that these molecules, which have high molecular weights and are often charged, gain entry to cells at all. In this article, we review the possible mechanisms by which oligonucleotides enter cells and their subsequent intracellular fates. We also discuss current approaches for improving cellular uptake and delivery of antisense nucleic acids to their intended targets.     

Rational selection and quantitative evaluation of antisense oligonucleotides

Antisense oligonucleotides are an attractive therapeutic option to modulate specific gene expression. However, not all antisense oligonucleotides are effective in inhibiting gene expression, and currently very few methods exist for selecting the few effective ones from all candidate oligonucleotides. The lack of quantitative methods to rapidly assess the efficacy of antisense oligonucleotides also contributes to the difficulty of discovering potent and specific antisense oligonucleotides. We have previously reported the development of a prediction algorithm for identifying high affinity antisense oligonucleotides based on mRNA-oligonucleotide hybridization. In this study, we report the antisense activity of these rationally selected oligonucleotides against three model target mRNAs (human lactate dehydrogenase A and B and rat gp130) in cell culture. The effectiveness of oligonucleotides was evaluated by a kinetic PCR technique, which allows quantitative evaluation of mRNA levels and thus provides a measure of antisense-mediated decreases in target mRNA, as occurs through RNase H recruitment. Antisense oligonucleotides that were predicted to have high affinity for their target proved effective in almost all cases, including tests against three different targets in two cell types with phosphodiester and phosphorothioate oligonucleotide chemistries. This approach may aid the development of antisense oligonucleotides for a variety of applications.