Sang Yoon Lee , Hyun Seung Kim , Yeon Gu Kim , Seunghyeon Shin , Seokchan Kweon , Jae Jun Lee , Gyun Min Lee
{"title":"Genome-wide CRISPR screening identifies genes in recombinant human embryonic kidney 293 cells for increased ammonia resistance","authors":"Sang Yoon Lee , Hyun Seung Kim , Yeon Gu Kim , Seunghyeon Shin , Seokchan Kweon , Jae Jun Lee , Gyun Min Lee","doi":"10.1016/j.ymben.2025.10.008","DOIUrl":null,"url":null,"abstract":"<div><div>Ammonia, a byproduct of glutamine metabolism, inhibits cell growth and reduces product yield and quality in mammalian cell culture. To identify novel genes associated with ammonia resistance, a genome-wide CRISPR knockout screening was conducted in monoclonal antibody (mAb)-producing human embryonic kidney 293 (HEK-mAb) cells using a virus-free, recombinase-mediated cassette exchange-based gRNA interrogation method. The knockout cell library was subcultured for five consecutive passages under 20 mM NH<sub>4</sub>Cl, enriching cells with a sgRNA that conferred a proliferation advantage under high-ammonia conditions. Next-generation sequencing analysis of the enriched population identified three target genes -<em>WNT3</em>, <em>TSPAN1</em>, and <em>CYHR1</em>-among 19,114 genes. Knockout of these genes in HEK-mAb cells resulted in a 1.33- to 1.56-fold increase in maximum viable cell concentration and a 1.28- to 1.58-fold increase in maximum mAb concentration under 20 mM NH<sub>4</sub>Cl. Notably, <em>WNT3</em> knockout maintained <em>N</em>-glycan galactosylation proportions of mAb despite ammonia stress. These findings highlight the effectiveness of genome-wide CRISPR knockout screening in identifying novel gene targets for ammonia-resistant HEK293 cell, offering a promising strategy for improving mAb production.</div></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"93 ","pages":"Pages 184-193"},"PeriodicalIF":7.3000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Metabolic engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1096717625001636","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/21 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Ammonia, a byproduct of glutamine metabolism, inhibits cell growth and reduces product yield and quality in mammalian cell culture. To identify novel genes associated with ammonia resistance, a genome-wide CRISPR knockout screening was conducted in monoclonal antibody (mAb)-producing human embryonic kidney 293 (HEK-mAb) cells using a virus-free, recombinase-mediated cassette exchange-based gRNA interrogation method. The knockout cell library was subcultured for five consecutive passages under 20 mM NH4Cl, enriching cells with a sgRNA that conferred a proliferation advantage under high-ammonia conditions. Next-generation sequencing analysis of the enriched population identified three target genes -WNT3, TSPAN1, and CYHR1-among 19,114 genes. Knockout of these genes in HEK-mAb cells resulted in a 1.33- to 1.56-fold increase in maximum viable cell concentration and a 1.28- to 1.58-fold increase in maximum mAb concentration under 20 mM NH4Cl. Notably, WNT3 knockout maintained N-glycan galactosylation proportions of mAb despite ammonia stress. These findings highlight the effectiveness of genome-wide CRISPR knockout screening in identifying novel gene targets for ammonia-resistant HEK293 cell, offering a promising strategy for improving mAb production.
期刊介绍:
Metabolic Engineering (MBE) is a journal that focuses on publishing original research papers on the directed modulation of metabolic pathways for metabolite overproduction or the enhancement of cellular properties. It welcomes papers that describe the engineering of native pathways and the synthesis of heterologous pathways to convert microorganisms into microbial cell factories. The journal covers experimental, computational, and modeling approaches for understanding metabolic pathways and manipulating them through genetic, media, or environmental means. Effective exploration of metabolic pathways necessitates the use of molecular biology and biochemistry methods, as well as engineering techniques for modeling and data analysis. MBE serves as a platform for interdisciplinary research in fields such as biochemistry, molecular biology, applied microbiology, cellular physiology, cellular nutrition in health and disease, and biochemical engineering. The journal publishes various types of papers, including original research papers and review papers. It is indexed and abstracted in databases such as Scopus, Embase, EMBiology, Current Contents - Life Sciences and Clinical Medicine, Science Citation Index, PubMed/Medline, CAS and Biotechnology Citation Index.