Eric Edward Bryant, Danyang Gong, Cai Guo, Fernando Garces, René Hubert, Irwin Chen
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We then designed an arrayed CRISPR knockout screen of 206 differentially expressed target genes and 223 literature-motivated targets to identify knockouts that affect antibody productivity. Eight novel knockout targets were identified that increased expression titers by 20-80%. Notably, seven of these top eight hits were from the differentially expressed set of candidate-gene knockouts. The top knockout target, HIST2H3C, showed evidence for additivity with five other hits, including a knockout combination that increased the titer of a difficult-to-express antibody by up to 100%. Findings for both HIST2H3C and INHBE knockout targets generalized to an alternate HEK293 host expressing an additional antibody and a multispecific host with no meaningful impact on product purity. Thus, we propose HIST2H3C and INHBE disruption as a promising and novel strategy for host-cell engineering to improve antibody and multispecific productivity.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Arrayed CRISPR Screen Identifies Knockout Combinations Improving Antibody Productivity in HEK293 Cells.\",\"authors\":\"Eric Edward Bryant, Danyang Gong, Cai Guo, Fernando Garces, René Hubert, Irwin Chen\",\"doi\":\"10.1021/acssynbio.4c00772\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Mammalian cells are used to express complex biologics, such as multispecific antibodies. While multispecifics enable promising new strategies for treating human disease, their production at high expression titer and purity can be challenging. To understand how cells respond to antibody and multispecific expression, five molecules were selected for bulk RNA sequencing (RNA-seq) early after the transfection of a human embryonic kidney 293 (HEK293) host. All five molecules shared a differential expression signature of secretory and protein folding stresses, but this signature was stronger for molecules with low titer. We then designed an arrayed CRISPR knockout screen of 206 differentially expressed target genes and 223 literature-motivated targets to identify knockouts that affect antibody productivity. Eight novel knockout targets were identified that increased expression titers by 20-80%. Notably, seven of these top eight hits were from the differentially expressed set of candidate-gene knockouts. The top knockout target, HIST2H3C, showed evidence for additivity with five other hits, including a knockout combination that increased the titer of a difficult-to-express antibody by up to 100%. Findings for both HIST2H3C and INHBE knockout targets generalized to an alternate HEK293 host expressing an additional antibody and a multispecific host with no meaningful impact on product purity. Thus, we propose HIST2H3C and INHBE disruption as a promising and novel strategy for host-cell engineering to improve antibody and multispecific productivity.</p>\",\"PeriodicalId\":26,\"journal\":{\"name\":\"ACS Synthetic Biology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-02-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Synthetic Biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1021/acssynbio.4c00772\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Synthetic Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1021/acssynbio.4c00772","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
An Arrayed CRISPR Screen Identifies Knockout Combinations Improving Antibody Productivity in HEK293 Cells.
Mammalian cells are used to express complex biologics, such as multispecific antibodies. While multispecifics enable promising new strategies for treating human disease, their production at high expression titer and purity can be challenging. To understand how cells respond to antibody and multispecific expression, five molecules were selected for bulk RNA sequencing (RNA-seq) early after the transfection of a human embryonic kidney 293 (HEK293) host. All five molecules shared a differential expression signature of secretory and protein folding stresses, but this signature was stronger for molecules with low titer. We then designed an arrayed CRISPR knockout screen of 206 differentially expressed target genes and 223 literature-motivated targets to identify knockouts that affect antibody productivity. Eight novel knockout targets were identified that increased expression titers by 20-80%. Notably, seven of these top eight hits were from the differentially expressed set of candidate-gene knockouts. The top knockout target, HIST2H3C, showed evidence for additivity with five other hits, including a knockout combination that increased the titer of a difficult-to-express antibody by up to 100%. Findings for both HIST2H3C and INHBE knockout targets generalized to an alternate HEK293 host expressing an additional antibody and a multispecific host with no meaningful impact on product purity. Thus, we propose HIST2H3C and INHBE disruption as a promising and novel strategy for host-cell engineering to improve antibody and multispecific productivity.
期刊介绍:
The journal is particularly interested in studies on the design and synthesis of new genetic circuits and gene products; computational methods in the design of systems; and integrative applied approaches to understanding disease and metabolism.
Topics may include, but are not limited to:
Design and optimization of genetic systems
Genetic circuit design and their principles for their organization into programs
Computational methods to aid the design of genetic systems
Experimental methods to quantify genetic parts, circuits, and metabolic fluxes
Genetic parts libraries: their creation, analysis, and ontological representation
Protein engineering including computational design
Metabolic engineering and cellular manufacturing, including biomass conversion
Natural product access, engineering, and production
Creative and innovative applications of cellular programming
Medical applications, tissue engineering, and the programming of therapeutic cells
Minimal cell design and construction
Genomics and genome replacement strategies
Viral engineering
Automated and robotic assembly platforms for synthetic biology
DNA synthesis methodologies
Metagenomics and synthetic metagenomic analysis
Bioinformatics applied to gene discovery, chemoinformatics, and pathway construction
Gene optimization
Methods for genome-scale measurements of transcription and metabolomics
Systems biology and methods to integrate multiple data sources
in vitro and cell-free synthetic biology and molecular programming
Nucleic acid engineering.