Canonical CRISPR screens rely on Cas9-induced DNA double-strand breaks (DSBs) to generate targeted gene knockouts. These DSB-dependent methodologies may yield false-positive results by mistakenly assuming targeted loci as essential for cell viability, especially when high-copy-number sites are targeted. Here, we use CRISPR cytosine base editors for genome-scale knockout screens by perturbing gene start codons or splice sites, or by introducing premature termination codons (PTCs).Combining with iBAR strategy we have previously established, we realized an iBARed cytosine Base Editing-mediated gene KnockOut (BARBEKO) screening strategy at a genome-scale (targeting 17,501 genes) in multiple human cell lines. By constructing such a cell library through lentiviral infection at a high MOI (up to 10), we significantly reduced starting cells while producing screening results with improved efficiency and accuracy. More importantly, in comparison with Cas9-mediated cell fitness screens, BARBEKO screens are no longer affected by DNA-cleavage induced cytotoxicity in HeLa, K562, or DSB-sensitive RPE1 cells. We anticipate that BARBEKO offers a valuable tool to complement the current CRISPR screens in various settings.We aim to re-establish CRISPR loss-of-function screening strategy with the following beneficial features: allowing high MOI screening to improve efficiency and economy, ideal for both positive and negative screens, and applicable for screening in non-transformed cells such as primary cells, hPSCs, and RPE1 that usually carry p53 and are sensitive to DSB damage. The simple solution could be the combination of iBAR strategy and CRISPR base editor-mediated gene knockouts. CRISPR-STOP and iSTOP approaches have been proposed to utilize the CRISPR-based cytosine base editor 3 (BE3, Cā¢G to Tā¢A) to introduce nonsense mutations for gene silencing 24,25 . It is foreseeable to achieve broader coverage of genes using CBEs to include additional sites for sgRNA design, splice acceptor sites (Gapinske et al., 2018), splice donor sites and translation initiation sites.Here, we established a genome-wide iBARed cytosine Base Editing-mediated gene KnockOut (BARBEKO) screening strategy, in which cytosine base editors perturb genes by disrupting splicing sites or translation initiation sites, or introducing premature termination codons (PTCs), and all sgRNAs were re-designed to carry iBARs 23 . BARBEKO approach in genome-scale has been applied in multiple cell lines, HeLa, K562 and RPE1 cells, all at high MOIs for screens of cell fitness. We envision that BARBEKO strategy might be particularly useful for CRISPR screens in complex models such as primary cells, organoids and in vivo studies, where the source of cells is usually limited and sensitive to DNA damage, and it is hard, if not impossible, to control transduction efficiency in making libraries.