Genome biologyGenomicsPeer-reviewed journal article
Precise measurement of molecular phenotypes with barcode-based CRISPRi systems
Abstract
Genome-wide CRISPR-Cas9 screens have untangled regulatory networks and revealed the genetic underpinnings of diverse biological processes. Their success relies on experimental designs that interrogate specific molecular phenotypes and distinguish key regulators from background effects. Here, we realize these goals with a generalizable platform for CRISPR interference with barcoded expression reporter sequencing (CiBER-seq) that dramatically improves the sensitivity and scope of genome-wide screens. We systematically address technical factors that distort phenotypic measurements by normalizing expression reporters against closely-matched control promoters, integrated together into the genome at single copy. To test our ability to capture post-transcriptional and post-translational regulation through sequencing, we screened for genes that affected nonsense-mediated mRNA decay and Doa10-mediated cytosolic protein decay. Our optimized CiBER-seq screens accurately capture the known components of well-studied RNA and protein quality control pathways with minimal background. These results demonstrate the precision and versatility of CiBER-seq for dissecting the genetic networks controlling cellular behaviors.
- assay: CRISPR screen
- research focus: variant effect prediction
- research focus: gene regulatory network inference
- research focus: benchmarking
- approach: experimental assay
- Citations
- 5
- FWCI
- 0.90
- Field percentile
- top 31%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- CiBER-seq dissects genetic networks by quantitative CRISPRi profiling of expression phenotypes
Ryan Yue Muller, Zuriah A. Meacham, … Nicholas T. Ingolia·SciencePeer-reviewed·Dec 10, 2020
- CRISPRi with barcoded expression reporters dissects regulatory networks in human cells
Jinyoung Kim, Ryan Yue Muller, … Nicholas T. Ingolia·bioRxiv·Sep 6, 2024
- A genome-scale CRISPR interference guide library enables comprehensive phenotypic profiling in yeast
Nicholas J. McGlincy, Zuriah A. Meacham, … Nicholas T. Ingolia·BMC GenomicsPeer-reviewed·Mar 23, 2021
- Direct comparison of CRISPR knockout and interference with Perturb-seq
Laura M. Drepanos, Berta Escude Velasco, … John G. Doench·bioRxiv·Jul 4, 2026
- On the design of CRISPR-based single cell molecular screens
Andrew J. Hill, José L. McFaline‐Figueroa, … Cole Trapnell·Nature MethodsPeer-reviewed·Feb 19, 2018
- Optimized parameters for Cas9 CRISPR interference library design
Smriti Srikanth, Fengyi Zheng, … John G. Doench·bioRxiv·Feb 26, 2026