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Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides
Fully phosphorothioate antisense oligonucleotides (ASOs) with locked nucleic acids (LNAs) improve target affinity, RNase H activation and stability. LNA modified ASOs can cause hepatotoxicity, and this risk is currently not fully understood. In vitro cytotoxicity screens have not been reliable predi...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4005641/ https://www.ncbi.nlm.nih.gov/pubmed/24550163 http://dx.doi.org/10.1093/nar/gku142 |
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author | Burdick, Andrew D. Sciabola, Simone Mantena, Srinivasa R. Hollingshead, Brett D. Stanton, Robert Warneke, James A. Zeng, Ming Martsen, Elena Medvedev, Alexander Makarov, Sergei S. Reed, Lori A. Davis, John W. Whiteley, Laurence O. |
author_facet | Burdick, Andrew D. Sciabola, Simone Mantena, Srinivasa R. Hollingshead, Brett D. Stanton, Robert Warneke, James A. Zeng, Ming Martsen, Elena Medvedev, Alexander Makarov, Sergei S. Reed, Lori A. Davis, John W. Whiteley, Laurence O. |
author_sort | Burdick, Andrew D. |
collection | PubMed |
description | Fully phosphorothioate antisense oligonucleotides (ASOs) with locked nucleic acids (LNAs) improve target affinity, RNase H activation and stability. LNA modified ASOs can cause hepatotoxicity, and this risk is currently not fully understood. In vitro cytotoxicity screens have not been reliable predictors of hepatic toxicity in non-clinical testing; however, mice are considered to be a sensitive test species. To better understand the relationship between nucleotide sequence and hepatotoxicity, a structure–toxicity analysis was performed using results from 2 week repeated-dose-tolerability studies in mice administered LNA-modified ASOs. ASOs targeting human Apolipoprotien C3 (Apoc3), CREB (cAMP Response Element Binding Protein) Regulated Transcription Coactivator 2 (Crtc2) or Glucocorticoid Receptor (GR, NR3C1) were classified based upon the presence or absence of hepatotoxicity in mice. From these data, a random-decision forest-classification model generated from nucleotide sequence descriptors identified two trinucleotide motifs (TCC and TGC) that were present only in hepatotoxic sequences. We found that motif containing sequences were more likely to bind to hepatocellular proteins in vitro and increased P53 and NRF2 stress pathway activity in vivo. These results suggest in silico approaches can be utilized to establish structure–toxicity relationships of LNA-modified ASOs and decrease the likelihood of hepatotoxicity in preclinical testing. |
format | Online Article Text |
id | pubmed-4005641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-40056412014-05-01 Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides Burdick, Andrew D. Sciabola, Simone Mantena, Srinivasa R. Hollingshead, Brett D. Stanton, Robert Warneke, James A. Zeng, Ming Martsen, Elena Medvedev, Alexander Makarov, Sergei S. Reed, Lori A. Davis, John W. Whiteley, Laurence O. Nucleic Acids Res Gene Regulation, Chromatin and Epigenetics Fully phosphorothioate antisense oligonucleotides (ASOs) with locked nucleic acids (LNAs) improve target affinity, RNase H activation and stability. LNA modified ASOs can cause hepatotoxicity, and this risk is currently not fully understood. In vitro cytotoxicity screens have not been reliable predictors of hepatic toxicity in non-clinical testing; however, mice are considered to be a sensitive test species. To better understand the relationship between nucleotide sequence and hepatotoxicity, a structure–toxicity analysis was performed using results from 2 week repeated-dose-tolerability studies in mice administered LNA-modified ASOs. ASOs targeting human Apolipoprotien C3 (Apoc3), CREB (cAMP Response Element Binding Protein) Regulated Transcription Coactivator 2 (Crtc2) or Glucocorticoid Receptor (GR, NR3C1) were classified based upon the presence or absence of hepatotoxicity in mice. From these data, a random-decision forest-classification model generated from nucleotide sequence descriptors identified two trinucleotide motifs (TCC and TGC) that were present only in hepatotoxic sequences. We found that motif containing sequences were more likely to bind to hepatocellular proteins in vitro and increased P53 and NRF2 stress pathway activity in vivo. These results suggest in silico approaches can be utilized to establish structure–toxicity relationships of LNA-modified ASOs and decrease the likelihood of hepatotoxicity in preclinical testing. Oxford University Press 2014-04 2014-02-18 /pmc/articles/PMC4005641/ /pubmed/24550163 http://dx.doi.org/10.1093/nar/gku142 Text en © The Author(s) 2014. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Gene Regulation, Chromatin and Epigenetics Burdick, Andrew D. Sciabola, Simone Mantena, Srinivasa R. Hollingshead, Brett D. Stanton, Robert Warneke, James A. Zeng, Ming Martsen, Elena Medvedev, Alexander Makarov, Sergei S. Reed, Lori A. Davis, John W. Whiteley, Laurence O. Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title | Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title_full | Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title_fullStr | Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title_full_unstemmed | Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title_short | Sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
title_sort | sequence motifs associated with hepatotoxicity of locked nucleic acid—modified antisense oligonucleotides |
topic | Gene Regulation, Chromatin and Epigenetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4005641/ https://www.ncbi.nlm.nih.gov/pubmed/24550163 http://dx.doi.org/10.1093/nar/gku142 |
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