Evidence map›Paper›PMID 42819679›Full record

ArticleFrontiers in molecular medicine2026

A novel approach to HPV16 VLP construction and production with improved accessibility and particle sorting potential.

Morgan Williamson, Caleb Boren, Rahul Kumar, Lauren Gollahon

Abstract read
In one paragraph

Article in Frontiers in molecular medicine, 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

4 authors.

Morgan Williamson *Department of Biological Sciences, Texas Tech University, Lubbock, TX, United States.
Caleb Boren *Department of Biological Sciences, Texas Tech University, Lubbock, TX, United States.
Rahul KumarDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, United States.
Lauren GollahonDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human papillomavirus (HPV), a member of the Papillomaviridae family, infects a broad range of animal hosts and is responsible for the majority of cervical cancers and a substantial proportion of oropharyngeal cancers. Current treatment strategies for HPV-associated cervical disease depend largely on disease stage, with preinvasive and early invasive lesions commonly managed through surgical excision or radiation. Additionally, more advanced cases often require chemotherapy, immunotherapy, or combination regimens. Prophylactic vaccination remains the most effective preventive approach, and currently available vaccines, including Gardasil, Gardasil-9, and Cervarix, rely on L1-based virus-like particles (VLPs) to induce protective immunity. At the same time, increasing interest has emerged in the use of nanomaterials and viral capsids as platforms for targeted drug and gene delivery, alongside the development of higher-throughput methods for nanoparticle and viral characterization. Modified HPV capsids have shown promise for cell-specific targeting and more efficient cargo delivery with reduced off-target cytotoxicity. In this study, the HPV16 structural proteins L1 and L2 were fused to the N- and C-terminal halves of the Venus fluorophore, respectively, using a specially designed linker intended to preserve capsid assembly while reducing VLP aggregation associated with current production methods. The resulting bimolecular fluorescence complementation (BiFC)-based VLPs demonstrated reduced aggregation and improved total particle yield. In addition, the particles generated a detectable YFP signal, supporting fluorescence-based monitoring of VLP assembly and providing a potential basis for high-throughput particle characterization and sorting. This intrinsic fluorescent signal may also reduce reliance on separately packaged reporter constructs for downstream analysis.

Indexed as

bimolecular fluorescence complementation (BiFC)human papillomavirus (HPV) 16mesoscale nanoparticlesnanoparticle characterizationvenus fluorophoreviral assemblyvirus-like particles (VLPs)

Identifiers

PMID42819679
PMCPMC13626636

What Socratic holds

Textmetadata
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 Socratic graph.