Evidence map›Paper›PMID 42152516›Full record

ArticleNucleic acids research2026

PrimerWeaver: an integrated web server for primer design in molecular biology workflows.

Zimo Jin, YeEn Kim, Codruta Ignea

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Zimo JinDepartment of Bioengineering, Faculty of Engineering, McGill University, Montreal QC H3A 0C3,Canada.
YeEn KimDepartment of Bioengineering, Faculty of Engineering, McGill University, Montreal QC H3A 0C3,Canada.
Codruta IgneaDepartment of Bioengineering, Faculty of Engineering, McGill University, Montreal QC H3A 0C3,Canada.ORCID 0000-0002-6304-9413

Funding

Canadian Foundation for Innovation 40442CIHR 202203PJT-481041-TIR-CFAA-98996Fonds de recherche du Québec-Nature et technologies 326434Natural Sciences and Engineering Research Council of Canada RGPIN-04360-2022New Frontiers in Research Fund 2022-00158
6 · The paper itself

Abstract

Primer design remains a fundamental yet non-trivial step in modern molecular biology workflows. Although numerous tools are available, they are often fragmented across disparate applications, constrained by commercial licensing, or dependent on external servers, limiting workflow integration and compromising sequence confidentiality. To address this challenge, we developed PrimerWeaver (https://ignea.lab.mcgill.ca/primerweaver), a free browser-based tool that integrates primer design, quality control, and support for diverse cloning workflows within a single platform. PrimerWeaver enables overlap PCR, site-directed mutagenesis, multiplex PCR, restriction enzyme-based cloning (including Type II and Golden Gate assembly), and homology-directed methods such as Gibson assembly and Uracil-Specific Excision Reagent (USER) cloning. Primers were generated by optimizing the 3' annealing region for efficient amplification while appending workflow-specific 5' sequences according to the selected application. In silico and wet lab validation across diverse cloning workflows demonstrated consistent results relative to established molecular cloning software. All calculations are performed locally in the user's browser without sequence upload, preserving data confidentiality and supporting reproducible performance across systems. Overall, PrimerWeaver streamlines primer workflows for users ranging from undergraduate students to experienced researchers by integrating multiple PCR and cloning strategies into a single browser-based platform.

Indexed as

DNA PrimersSoftwareCloning, MolecularInternetMutagenesis, Site-DirectedPolymerase Chain ReactionWorkflowDNA Primers

Identifiers

PMID42152516
PMCPMC13355082

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.