{"id":"VC0015","type":"paper","title":"scGen predicts single-cell perturbation responses.","authors_or_org":"Lotfollahi M, Wolf FA, Theis FJ.","date":"2019-07-29","year":"2019","venue":"Nature methods","url":"https://doi.org/10.1038/s41592-019-0494-8","doi":"10.1038/s41592-019-0494-8","pmid":"31363220","brain_tumor_focus":"no","tags":["perturbation","VAE"],"tag_slugs":["perturbation"],"tag_labels":["Perturbation"],"tag_labels_zh":["扰动"],"unmapped_tags":["VAE"],"one_line_summary_en":"scGen: early VAE-based single-cell perturbation response prediction.","one_line_summary_zh":"scGen：早期基于VAE的单细胞扰动预测。","verified":"yes","verification_source":"Europe PMC","page_url":"https://gliostate.com/library/VC0015/","api_url":"https://gliostate.com/api/items/VC0015.json","sameAs":["https://doi.org/10.1038/s41592-019-0494-8","https://pubmed.ncbi.nlm.nih.gov/31363220/"],"is_preprint":false,"facets":{"type":"https://gliostate.com/library/type/paper/","year":"https://gliostate.com/library/year/2019/","tags":["https://gliostate.com/library/tag/perturbation/"]},"cited_by":[],"related":[{"id":"VC0125","title":"Keystone: Single Cell Biology: Expanding Potential Across Diseases","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0125/","api_url":"https://gliostate.com/api/items/VC0125.json"},{"id":"VC0139","title":"Engineered regulatory states resolve context-dependent genetics in macular degeneration","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0139/","api_url":"https://gliostate.com/api/items/VC0139.json"},{"id":"VC0036","title":"An operational perturbation proteomics-based virtual cell model.","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0036/","api_url":"https://gliostate.com/api/items/VC0036.json"},{"id":"VC0019","title":"Predicting cellular responses to perturbation across diverse contexts with State.","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0019/","api_url":"https://gliostate.com/api/items/VC0019.json"},{"id":"VC0138","title":"PerturbLDM: conditional latent diffusion for modelling single-cell perturbation responses","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0138/","api_url":"https://gliostate.com/api/items/VC0138.json"},{"id":"VC0130","title":"UniPert-G2CP bridges genetic and chemical screens from molecular representation to phenotype modeling","shared_tags":["perturbation"],"page_url":"https://gliostate.com/library/VC0130/","api_url":"https://gliostate.com/api/items/VC0130.json"}]}