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CelFi Assay Tracks Indels to Validate CRISPR Knockout Screens

A new CRISPR-based method has been developed to functionally validate hits from pooled knockout screens by measuring shifts in indel profiles that reflect gene effects on cellular fitness. Known as CelFi, this assay monitors edited allele frequencies over time to confirm gene dependencies or vulnerabilities in a range of cell contexts.

By: Gorm Palmgren - Apr. 21, 2025
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The CelFi assay offers a quick and reliable validation of fitness defects and is designed to complement follow-up efforts for identified hits from pooled CRISPR KO screensLoughran et al.

A new study by researchers from St. Jude Children's Research Hospital, Memphis, introduces the CelFi assay, which evaluates the functional impact of gene knockouts on cell proliferation by analysing the persistence of out-of-frame (OoF) indels in edited cell populations.

The method was validated across multiple genes and cell lines, revealing concordance with dependency scores from the Cancer Dependency Map (DepMap) and successfully identifying both false positives and negatives from CRISPR screens.

"The CelFi assay offers a quick and reliable validation of fitness defects and is designed to complement follow-up efforts for identified hits from pooled CRISPR KO screens," senior author Shondra Pruett-Miller and his colleagues state in the manuscript.

Figure 1A. Schematic showing transient CRISPR-Cas9 editing of cells followed by longitudinal...
Figure 1A. Schematic showing transient CRISPR-Cas9 editing of cells followed by longitudinal tracking of indel profiles. Changes in out-of-frame (OoF) indels over time indicate gene-dependent effects on cellular fitness. Modified under the Creative Commons license from Figure 1 in Loughran et al. (2025) Scientific Reports, doi.org/10.1038/s41598-025-96095-3

CelFi is implemented by transiently transfecting cells with Cas9-sgRNA ribonucleoproteins and tracking editing outcomes at the target locus via targeted deep sequencing at several time points (see Figure 1A). A reduction in OoF indels over time signals a fitness cost of gene disruption.

The authors validated the method by targeting known essential genes (e.g. RAN, NUP54) in Nalm6 cells, demonstrating a strong correlation between CelFi readouts and Chronos dependency scores (see Figure 1B).

Additionally, the assay identified false-negative hits such as SLC25A19, which exhibited fitness defects that were not detected in the original pooled screens. It also uncovered false positives like OTOP1, where gene knockout had little impact on fitness despite low Chronos scores.

Figure 1B. Bar plots showing indel composition over time for CRISPR-edited Nalm6 cells targeting a...
Figure 1B. Bar plots showing indel composition over time for CRISPR-edited Nalm6 cells targeting a non-essential locus (AAVS1), a moderately essential gene (NUP54), and a strongly essential gene (RAN). Loss of OoF indels correlates with predicted gene essentiality based on Chronos scores. Modified under the Creative Commons license from Figure 1 in Loughran et al. (2025) Scientific Reports, doi.org/10.1038/s41598-025-96095-3

"We were surprised to easily detect a false-positive hit. This further underlines the necessity of follow-up hit validation following a pooled screen," the authors highlight.

The assay was robust to variables such as sgRNA activity and gene copy number and adaptable to different cell lines and delivery formats. Furthermore, CelFi proved effective under drug treatment conditions, as shown with EIF2AK1 and dihydroartemisinin in B-ALL cells, indicating the potential for use in mechanism-of-action studies.

The authors recommend using multiple sgRNAs per gene and sequencing pooled, barcoded amplicons to reduce cost and maximise throughput.

This study was led by Allister Loughran and Shondra Pruett-Miller at St. Jude Children's Research Hospital, Memphis, USA. It was published in Scientific Reports on 17 April 2025.

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