Gene library deep sequencing for protein superfamily profiling

Abstract Unravelling protein function at scale remains challenging. Gain-of-function (GOF) screens harnessing large open reading frame (ORF) libraries enable systematic functional annotations of cell behavior drivers and drug targets. Currently, few sequencing methods are established to analyze existing ORF libraries and facilitate future library generation. Here, we developed a barcode-free deep sequencing method termed pooled plasmid library sequencing (PPLseq). PPLseq achieved high efficiency and single nucleotide accuracy, including the detection of previously undocumented variants, on a prototypical super-family ORF library (>300 human G-protein-coupled receptors (GPCRs)). We next combined PPLseq with high-throughput gene engineering to generate a new library of 246 GPCR-fluorescent protein (FP) fusions. We quantified expression of all members of this library and identified robustly expressed yet understudied receptors. Collectively, we demonstrate accessible, scalable, and sensitive ORF library sequencing towards a deeper understanding of proteome function.

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Publication Details

Journal
Cell Reports Methods
Published
2026-11-01
DOI
https://doi.org/10.1016/j.crmeth.2026.101648
Primary Topic
Genomics and Phylogenetic Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Gene library deep sequencing for protein superfamily profiling

Gustavo Bracho Granado, Shashikanth Marri, Harald Janovjak, Rahkesh T Sabapathy et al.
1 links
Cell Reports Methods
Genomics and Phylogenetic Studies
article

Gene library deep sequencing for protein superfamily profiling

Gustavo Bracho Granado, Shashikanth Marri, Harald Janovjak, Rahkesh T Sabapathy, Kara Henry-Cocks
article en

Abstract

Abstract Unravelling protein function at scale remains challenging. Gain-of-function (GOF) screens harnessing large open reading frame (ORF) libraries enable systematic functional annotations of cell behavior drivers and drug targets. Currently, few sequencing methods are established to analyze existing ORF libraries and facilitate future library generation. Here, we developed a barcode-free deep sequencing method termed pooled plasmid library sequencing (PPLseq). PPLseq achieved high efficiency and single nucleotide accuracy, including the detection of previously undocumented variants, on a prototypical super-family ORF library (>300 human G-protein-coupled receptors (GPCRs)). We next combined PPLseq with high-throughput gene engineering to generate a new library of 246 GPCR-fluorescent protein (FP) fusions. We quantified expression of all members of this library and identified robustly expressed yet understudied receptors. Collectively, we demonstrate accessible, scalable, and sensitive ORF library sequencing towards a deeper understanding of proteome function.

Cell Reports Methods
Flinders University (AU), Australian Regenerative Medicine Institute (AU), EMBL Australia (AU), Monash University (AU)
Australian Government, EMBL Australia, Flinders University, State Government of Victoria, Medical Research Council, Australian Research Council, National Health and Medical Research Council
Openalex Percentile: Top 99%
Genomics and Phylogenetic Studies
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Gene library deep sequencing for protein superfamily profiling — Gustavo Bracho Granado, Shashikanth Marri, et al. · Cell Reports Methods (2026) | TGRS Research Map | TGRS