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Multiplying insights from perturbation experiments: predicting new perturbation combinations
Experimentally exploring the effect of all perturbation combinations is not feasible. In their recent study, Theis and colleagues (Lotfollahi et al, 2023) present an approach that uses deep generative models to predict the effects of new perturbations from high‐throughput single perturbation experim...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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John Wiley and Sons Inc.
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258558/ https://www.ncbi.nlm.nih.gov/pubmed/37166159 http://dx.doi.org/10.15252/msb.202311667 |
| _version_ | 1785057492040941568 |
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| author | Welch, Joshua |
| author_facet | Welch, Joshua |
| author_sort | Welch, Joshua |
| collection | PubMed |
| description | Experimentally exploring the effect of all perturbation combinations is not feasible. In their recent study, Theis and colleagues (Lotfollahi et al, 2023) present an approach that uses deep generative models to predict the effects of new perturbations from high‐throughput single perturbation experiments.[Image: see text] |
| format | Online Article Text |
| id | pubmed-10258558 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2023 |
| publisher | John Wiley and Sons Inc. |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-102585582023-06-13 Multiplying insights from perturbation experiments: predicting new perturbation combinations Welch, Joshua Mol Syst Biol News & Views Experimentally exploring the effect of all perturbation combinations is not feasible. In their recent study, Theis and colleagues (Lotfollahi et al, 2023) present an approach that uses deep generative models to predict the effects of new perturbations from high‐throughput single perturbation experiments.[Image: see text] John Wiley and Sons Inc. 2023-05-11 /pmc/articles/PMC10258558/ /pubmed/37166159 http://dx.doi.org/10.15252/msb.202311667 Text en © 2023 The Author. Published under the terms of the CC BY 4.0 license. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
| spellingShingle | News & Views Welch, Joshua Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title | Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title_full | Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title_fullStr | Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title_full_unstemmed | Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title_short | Multiplying insights from perturbation experiments: predicting new perturbation combinations |
| title_sort | multiplying insights from perturbation experiments: predicting new perturbation combinations |
| topic | News & Views |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10258558/ https://www.ncbi.nlm.nih.gov/pubmed/37166159 http://dx.doi.org/10.15252/msb.202311667 |
| work_keys_str_mv | AT welchjoshua multiplyinginsightsfromperturbationexperimentspredictingnewperturbationcombinations |