Evidence map›Paper›PMID 41256210›Full record

ArticleSmall science2025

Carbon Nanotube Hydrogels Reveal Threshold-Dependent Regulation of Neuroblastoma Cell Growth and Maturation by Mechanical and Chemical Factors.

Bahaa Daou, Maurizio Prato, Sonia Alonso-Martín, Nuria Alegret

Abstract read
In one paragraph

Article in Small science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Bahaa DaouCenter for Cooperative Research in Biomaterials (CIC BiomaGUNE) Basque Research and Technology Alliance (BRTA) 20014 Donostia/San Sebastián Spain.ORCID https://orcid.org/0000-0001-8360-8641
Maurizio PratoCenter for Cooperative Research in Biomaterials (CIC BiomaGUNE) Basque Research and Technology Alliance (BRTA) 20014 Donostia/San Sebastián Spain.ORCID https://orcid.org/0000-0002-8869-8612
Sonia Alonso-MartínStem Cells and Aging Group Bioengineering Area Biogipuzkoa Health Research Institute 20014 Donostia/San Sebastián Spain.ORCID https://orcid.org/0000-0002-3254-0365
Nuria AlegretIkerbasque, Basque Foundation for Science 48013 Bilbao Spain.ORCID https://orcid.org/0000-0002-8329-4459

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Carbon nanotube (CNT)-based hydrogels have the potential to serve as 3D platforms for nerve regeneration. However, the interplay between different cues governing the formation of a complex tissue-like cellular structure is still ambiguous. Herein, two approaches are adopted to develop PVA/CNT hydrogels using phase inversion method and low kinetic gelation, enabling unprecedented CNT loading capacity (75% w/w) without compromising their elasticity. By controlling key factors affecting cell coverage and maturation, including Young's modulus (YM), CNT concentration, and pore size, distinct thresholds are identified where these factors dominate cell coverage. Results demonstrated that when CNT exceeds 60% w/w or a coating is applied to enhance CNT-cell interaction, CNT effect dominates, increasing cell coverage with increasing CNT concentration. However, below a specific YM threshold, YM dominates cell growth, covering up to 50% of the scaffold surface regardless of CNT concentration or exposure. Lastly, controlling the pore size to 100-250 μm further increased cell coverage to >70%, breaking through previous plateau and upregulating TUBB3 maturity marker. Additionally, certain key factors are seen to synergistically codominate in determining cell growth.

Indexed as

carbon nanotubesdynamic crosslinkingshydrogelsnerve regenerationsneural interfacingphase inversionstissue engineering

Identifiers

PMID41256210
PMCPMC12622437

What OpenQuestion holds

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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.