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Record W4417455085 · doi:10.3390/cells14242016

Highly Efficient Site-Specific and Cassette Mutagenesis of Plasmids Harboring GC-Rich Sequences

2025· article· en· W4417455085 on OpenAlexafffund
Paulina Varela‐Castillo, Ethan Zhou, Arezousadat Razavi, Xiang‐Jiao Yang

Bibliographic record

VenueCells · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDNA and Nucleic Acid Chemistry
Canadian institutionsMcGill University Health CentreMcGill University
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchCompute Canada
KeywordsPlasmidMutagenesisSite-directed mutagenesisSaturated mutagenesisDNACoding regionShuttle vector

Abstract

fetched live from OpenAlex

GC-rich sequences affect DNA replication, recombination and repair, as well as RNA transcription in vivo. Such sequences may also impede site-directed mutagenesis in vitro. P3a site-directed mutagenesis is a highly efficient method, but it has not been tested with plasmids possessing GC-rich sequences. Here we report that it is very efficient with a BRPF3 expression vector but unsuccessful with that for KAT2B. Because two GC-rich regions located within the synthetic CAG promoter and the KAT2B coding region may form guanine (G)-quadruplexes and hinder plasmid denaturation during PCR, we developed P3b site-specific mutagenesis, achieving an average efficiency of 97.5% in engineering ten KAT2B mutants. Importantly, deletion mutagenesis revealed that either of the two GC-rich regions is sufficient for rendering the plasmid incompatible with P3a mutagenesis. Consistent with this, only P3b mutagenesis worked efficiently with several widely used sgRNA/Cas9 expression vectors, which contain the CAG promoter, and with an expression vector for CDK13, which possesses an intrinsically disordered domain encoded by a GC-rich DNA fragment. Thus, this study highlights serious challenges posed by GC-rich sequences to site-directed mutagenesis and provides an effective remedy to address such challenges. The findings support that G-quadruplex formation is one mechanism whereby such sequences impede regular PCR-based mutagenesis methods.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.440

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.005
GPT teacher head0.213
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes2
Has abstractyes

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