ReviewInternational journal of molecular sciences2026
From Cloning Vectors to Phage Display: Engineering Principles and Translational Applications of Bacteriophage Display Platforms.
Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Bacteriophage technologies have evolved from classical cloning vectors into programmable platforms for genome engineering and molecular selection. Phage display couples a surface-presented binding phenotype to its encoding genotype, enabling iterative selection, sequence recovery, and optimization of peptides, antibody fragments, and other protein binders. This review links phage morphology, genome organization, infection strategy, host defense, and engineering method to practical platform choice. It compares λ, N15, M13, and T7 systems; examines biopanning bias and candidate developability; and evaluates artificial intelligence-assisted, sequencing-guided, and structure-guided workflows. Vaccine applications are considered alongside constraints arising from anti-phage immunity, antigen density, route of administration, and repeat dosing. Progress will depend on experimentally validated closed-loop workflows that integrate library design, selection, high-throughput analytics, structural characterization, and early manufacturability assessment.
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Registered trials
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.