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Updated: Aug 23, 2025

An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
Automated identification of sequence-tailored Cas9 proteins using massive metagenomic data
Matteo Ciciani1, Michele Demozzi1, Eleonora Pedrazzoli1
1Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy.
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The identification of the protospacer adjacent motif (PAM) sequences of Cas9 nucleases is crucial for their exploitation in genome editing. Here we develop a computational pipeline that was used to interrogate a massively expanded dataset of metagenome and virome assemblies for accurate and comprehensive PAM predictions. This procedure allows the identification and isolation of sequence-tailored Cas9 nucleases by using the target sequence as bait. As proof of concept, starting from the disease-causing mutation P23H in the RHO gene, we find, isolate and experimentally validate a Cas9 which uses the mutated sequence as PAM. Our PAM prediction pipeline will be instrumental to generate a Cas9 nuclease repertoire responding to any PAM requirement.

