A sort and sequence approach to dissect heterogeneity of response to a self-amplifying RNA vector in a novel human muscle cell line
Self-amplifying RNA (saRNA) is an extremely promising platform because it can produce more protein for less RNA. We used a sort and sequence approach to identify host cell factors associated with transgene expression from saRNA; the hypothesis was that cells with different expression levels would ha...
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Published in | Molecular therapy. Nucleic acids Vol. 36; no. 1; p. 102400 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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11.03.2025
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Abstract | Self-amplifying RNA (saRNA) is an extremely promising platform because it can produce more protein for less RNA. We used a sort and sequence approach to identify host cell factors associated with transgene expression from saRNA; the hypothesis was that cells with different expression levels would have different transcriptomes. We tested this in CDK4/hTERT immortalized human muscle cells transfected with Venezuelan equine encephalitis virus (VEEV)-derived saRNA encoding GFP. Cells with the highest expression levels had very high levels of transgene mRNA (5%–10% total reads); the cells sorted with low and negative levels of GFP protein also had detectable levels of both VEEV and GFP RNA. To understand host responses, we performed RNA sequencing. Differentially expressed gene (DEG) patterns varied with GFP expression; GFP high cells had many more DEGs, which were associated with protein synthesis and cell metabolism. Comparing profiles by an unsupervised approach revealed that negative cells expressed higher levels of cell-intrinsic immunity genes such as IFIT1, MX1, TLR3, and MyD88. To explore the role of interferon, cells were treated with the Jak inhibitor ruxolitinib. This reduced the number of DEGs, but differences between cells sorted by expression level remained. These studies demonstrate the complex interplay of factors, some immune related, affecting saRNA transgenes.
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Shattock and colleagues used a sort and sequence approach to identify factors that influence the expression of transgenes from self-amplifying RNA as a way to understand the vaccine platform. We observed a very high level of transgene transcripts (10%) as a proportion of total RNA in positive cells and altered transcriptomes. |
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AbstractList | Self-amplifying RNA (saRNA) is an extremely promising platform because it can produce more protein for less RNA. We used a sort and sequence approach to identify host cell factors associated with transgene expression from saRNA; the hypothesis was that cells with different expression levels would have different transcriptomes. We tested this in CDK4/hTERT immortalized human muscle cells transfected with Venezuelan equine encephalitis virus (VEEV)-derived saRNA encoding GFP. Cells with the highest expression levels had very high levels of transgene mRNA (5%–10% total reads); the cells sorted with low and negative levels of GFP protein also had detectable levels of both VEEV and GFP RNA. To understand host responses, we performed RNA sequencing. Differentially expressed gene (DEG) patterns varied with GFP expression; GFP high cells had many more DEGs, which were associated with protein synthesis and cell metabolism. Comparing profiles by an unsupervised approach revealed that negative cells expressed higher levels of cell-intrinsic immunity genes such as IFIT1, MX1, TLR3, and MyD88. To explore the role of interferon, cells were treated with the Jak inhibitor ruxolitinib. This reduced the number of DEGs, but differences between cells sorted by expression level remained. These studies demonstrate the complex interplay of factors, some immune related, affecting saRNA transgenes. Self-amplifying RNA (saRNA) is an extremely promising platform because it can produce more protein for less RNA. We used a sort and sequence approach to identify host cell factors associated with transgene expression from saRNA; the hypothesis was that cells with different expression levels would have different transcriptomes. We tested this in CDK4/hTERT immortalized human muscle cells transfected with Venezuelan equine encephalitis virus (VEEV)-derived saRNA encoding GFP. Cells with the highest expression levels had very high levels of transgene mRNA (5%–10% total reads); the cells sorted with low and negative levels of GFP protein also had detectable levels of both VEEV and GFP RNA. To understand host responses, we performed RNA sequencing. Differentially expressed gene (DEG) patterns varied with GFP expression; GFP high cells had many more DEGs, which were associated with protein synthesis and cell metabolism. Comparing profiles by an unsupervised approach revealed that negative cells expressed higher levels of cell-intrinsic immunity genes such as IFIT1, MX1, TLR3, and MyD88. To explore the role of interferon, cells were treated with the Jak inhibitor ruxolitinib. This reduced the number of DEGs, but differences between cells sorted by expression level remained. These studies demonstrate the complex interplay of factors, some immune related, affecting saRNA transgenes. [Display omitted] Shattock and colleagues used a sort and sequence approach to identify factors that influence the expression of transgenes from self-amplifying RNA as a way to understand the vaccine platform. We observed a very high level of transgene transcripts (10%) as a proportion of total RNA in positive cells and altered transcriptomes. |
ArticleNumber | 102400 |
Author | Tregoning, John S. McKay, Paul F. Gonçalves-Carneiro, Daniel Shattock, Robin J. Patel, Radhika Wang, Ziyin Barton, Rachel D. |
Author_xml | – sequence: 1 givenname: Rachel D. surname: Barton fullname: Barton, Rachel D. organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK – sequence: 2 givenname: John S. orcidid: 0000-0001-8093-8741 surname: Tregoning fullname: Tregoning, John S. organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK – sequence: 3 givenname: Ziyin surname: Wang fullname: Wang, Ziyin organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK – sequence: 4 givenname: Daniel surname: Gonçalves-Carneiro fullname: Gonçalves-Carneiro, Daniel organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK – sequence: 5 givenname: Radhika surname: Patel fullname: Patel, Radhika organization: National Heart and Lung Institute, Imperial College London, London W2 1PG, UK – sequence: 6 givenname: Paul F. surname: McKay fullname: McKay, Paul F. organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK – sequence: 7 givenname: Robin J. surname: Shattock fullname: Shattock, Robin J. email: r.shattock@imperial.ac.uk organization: Department of Infectious Disease, Imperial College London, London W2 1PG, UK |
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Title | A sort and sequence approach to dissect heterogeneity of response to a self-amplifying RNA vector in a novel human muscle cell line |
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