Evidence map›Paper›PMID 41596696›Full record

ArticleInternational journal of molecular sciences2026

In Silico Design and Characterization of a Rationally Engineered Cas12j2 Gene Editing System for the Treatment of HPV-Associated Cancers.

Caleb Boren, Rahul Kumar, Lauren Gollahon

Abstract read
In one paragraph

Article 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.

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.

Caleb BorenDepartment of Biological Sciences, Texas Tech University, 2500 Broadway, Lubbock, TX 79409, USA.ORCID 0009-0002-0423-7366
Rahul KumarDepartment of Biological Sciences, Texas Tech University, 2500 Broadway, Lubbock, TX 79409, USA.
Lauren GollahonDepartment of Biological Sciences, Texas Tech University, 2500 Broadway, Lubbock, TX 79409, USA.ORCID 0000-0002-1280-3359

Funding

Texas Tech University Association of Biologists Grants-in-Aid NA
6 · The paper itself

Abstract

CRISPR-Cas9 systems have enabled unprecedented advances in genome engineering, particularly in developing treatments for human diseases, like cancer. Despite potential applications, limitations of Cas9 include its relatively large size and strict targeting requirements. Cas12j2, a variant ofCasΦ-2, shows promise for overcoming these limitations. However, its effectiveness in mammalian cells remains relatively unexplored. This study sought to develop an optimized CRISPR-Cas12j2 system for targeted knockout of the E6 oncogene in HPV-associated cancers. A combination of computational tools (ColabFold, CCTop, Cas-OFFinder, HADDOCK2.4, and Amber for Molecular Dynamics) was utilized to investigate the impact of engineered modifications on structural integrity and gRNA binding of Cas12j2 fusion constructs, in potential intracellular conditions. Cas12j2_F2, a Cas12j2 variant designed and evaluated in this study, behaves similarly to the wild-type Cas12j2 structure in terms of RMSD/RMSF profiles, compact Rg values, and minimal electrostatic perturbation. The computationally validated Cas12j2 variant was incorporated into a custom expression vector, co-expressing the engineered construct along with a dual gRNA for packaging into a viral vector for targeted knockout of HPV-associated cancers. This study provides a structural and computational foundation for the rational design of Cas12j2 fusion constructs with enhanced stability and functionality, supporting their potential application for precise genome editing in mammalian cells.

Indexed as

CRISPR-Cas SystemsGene EditingHuman Papillomavirus VirusesNeoplasmsPapillomavirus InfectionsComputer SimulationDNA-Binding ProteinsHumansMolecular Dynamics SimulationOncogene Proteins, ViralRNA, Guide, CRISPR-Cas SystemsDNA-Binding ProteinsOncogene Proteins, ViralRNA, Guide, CRISPR-Cas SystemsCas12j2CasΦ-2CRISPR-Casgene therapyHPV16/18HPV-associated cancersin-silico modelingmolecular dynamics simulations (AMBER)off-target analysisprotein-RNA docking

Identifiers

PMID41596696
PMCPMC12841931

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Registered trials

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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.