Evidence map›Paper›PMID 42042988›Full record

ArticleMembranes2026

Enhanced Properties of Collagen Nanofiber Scaffolds via Chitosan/Polypyrrole/Glutaraldehyde Double-Crosslinking.

Tonantzi Pérez-Moreno, Jesús Humberto Chávez-Meza, Jesús-Salvador Jaime-Ferrer, Gabriel Luna-Bárcenas, Luis G Arriaga, Janet Ledesma-García

Abstract read
In one paragraph

Article in Membranes, 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

6 authors.

Tonantzi Pérez-MorenoFacultad de Ingeniería, División de Investigación y Posgrado, Universidad Autónoma de Querétaro, Santiago de Querétaro 76010, Mexico.ORCID 0000-0001-9699-684X
Jesús Humberto Chávez-MezaFacultad de Ingeniería, División de Investigación y Posgrado, Universidad Autónoma de Querétaro, Santiago de Querétaro 76010, Mexico.
Jesús-Salvador Jaime-FerrerCentro de Innovación Aplicada en Tecnologías Competitivas, CIATEC A.C., Omega 201, Industrial Delta, León 37545, Mexico.ORCID 0000-0001-8713-7779
Gabriel Luna-BárcenasThe Institute of Advanced Materials for Sustainable Manufacturing, Tecnológico de Monterrey, Santiago de Querétaro 76130, Mexico.ORCID 0000-0002-1162-6928
Luis G ArriagaThe Institute of Advanced Materials for Sustainable Manufacturing, Tecnológico de Monterrey, Santiago de Querétaro 76130, Mexico.ORCID 0000-0001-5052-2294
Janet Ledesma-GarcíaFacultad de Ingeniería, División de Investigación y Posgrado, Universidad Autónoma de Querétaro, Santiago de Querétaro 76010, Mexico.ORCID 0000-0002-0677-4280

Funding

Secretaría de Ciencia, Humanidades, Tecnología e In-novación (SECIHTI) Ciencia de Frontera 2023-Grant 416
6 · The paper itself

Abstract

To enhance the functionality of collagen (Coll)-based scaffolds, we developed a double-crosslinking strategy incorporating an electroconductive chitosan (Ch) and polypyrrole (Ppy) composite. Successful pre-crosslinking of Ch and Ppy was achieved using glutaraldehyde (GTA) at 100 µM. This facilitated imine linkage formation, confirmed by FTIR, enabling synergistic integration with Coll and successful nanofiber scaffold fabrication via electrospinning. While increasing the Ch-Ppy-GTA ratio affected the spinning process and higher GTA concentrations compromised fiber homogeneity, all other measured properties generally improved with increasing ratios. Crucially, this methodology allowed the membranes to maintain their morphology and significantly extended their degradation profile up to 20-30 days in PBS medium at 37 °C. Furthermore, the scaffolds exhibited electroactivity characterized by pseudocapacitance in the presence of Na

Indexed as

collagendouble-crosslinkingglutaraldehydenanofiberspolypyrrole

Identifiers

PMID42042988
PMCPMC13118250

What OpenQuestion holds

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LicenceCC BY
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.