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Record W4407524109 · doi:10.1002/cpz1.70104

Efficient Site‐Directed Mutagenesis Mediated by Primer Pairs with 3’‐Overhangs

2025· article· en· W4407524109 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueCurrent Protocols · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRNA Interference and Gene Delivery
Canadian institutionsMcGill University Health CentreMcGill University
FundersNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchCompute Canada
KeywordsMutagenesisPrimer (cosmetics)PlasmidSite-directed mutagenesisProtein engineeringComputational biologyMutantTransformation (genetics)BiologyDirected evolutionGeneticsGeneChemistryBiochemistry

Abstract

fetched live from OpenAlex

Site-directed mutagenesis is an essential tool in molecular biology, protein engineering, plasmid engineering and synthetic biology. While the QuickChange method has been one of the most employed methods for site-directed mutagenesis, it is hindered by low efficiency and frequent introduction of unwanted mutations at the primer sites, raising the urgent need for new, more efficient, and reliable methods. Here, we present an optimized site-directed mutagenesis protocol that leverages partially complementary primer pairs with 3'-overhangs to improve mutagenesis efficiency and reduce error rates. Our method significantly enhances success rates, achieving an average efficiency of ∼50% with some instances approaching the ideal threshold of 100%, while also minimizing the time required for mutant generation. Typically, only 3 colonies need to be analyzed per mutagenesis reaction, and a skillful trainee can engineer 1 to 2 dozen mutant plasmids within a week. In addition, with an in-house protocol for preparing highly competent bacterial cells, we have further increased the reliability and cost-effectiveness of the method. Notably, such competent cells have been kept in a liquid nitrogen tank for >12 years with minimal loss of competency. Thus, this refined method offers a robust, efficient, and scalable solution for high-precision gene modification in vitro, with broad applications in protein and plasmid engineering. © 2025 The Author(s). Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: In vitro site-directed mutagenesis using an optimized primer design strategy Basic Protocol 2: Preparation of high-efficiency chemocompetent DH5α cells for transformation of mutagenized plasmid products Basic Protocol 3: Transformation of chemocompetent DH5α cells and obtaining bacterial colonies with correctly mutagenized plasmid products Alternate Protocol: Transformation if glycerol stocks are unavailable.

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.

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 score0.255
Threshold uncertainty score0.727

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 head0.013
GPT teacher head0.295
Teacher spread0.282 · 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