Evidence map›Paper›PMID 40160789›Full record

ArticleACS omega2025

A Simple Method to Determine Diffusion Coefficients in Soft Hydrogels for Drug Delivery and Biomedical Applications.

Ayomide J Adeoye, Eva de Alba

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Collective bacterial condensation is fundamentally constrained by the emergence of active turbulence.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Curved Magnetic Hydrogels for Understanding Cancer Initiation.ACS applied materials & interfaces · 2025
    Article
  7. 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

2 authors.

Ayomide J AdeoyeDepartment of Bioengineering, University of California, Merced 5200 Lake Road, Merced, California 95343, United States.
Eva de AlbaDepartment of Bioengineering, University of California, Merced 5200 Lake Road, Merced, California 95343, United States.ORCID https://orcid.org/0000-0002-4794-5728

Funding

Anti-inflammatory activity of hydrogels designed to capture extracellular inflammasomesR21AI178831 · NIAID · UNIVERSITY OF CALIFORNIA, MERCED · PI DE ALBA BASTARRECHEA, EVA · 2023 to 2024
$405k
NIAID NIH HHS R21 AI178831
6 · The paper itself

Abstract

Biomedical applications of hydrogels are rapidly increasing due to their special properties including high water absorption capacity, viscoelasticity, swelling capability, and responsiveness to environmental physical or chemical stimuli. Two major biomedical applications of hydrogels include drug delivery and tissue engineering. Knowledge of the diffusion or degree of penetration of particles in hydrogels is key to designing specific functions such as controlled release in drug delivery systems and nutrient accessibility in tissue engineering platforms. Experimental determination of solute penetration and diffusivity can be challenging depending on several factors such as the hydrogelation process, the hydrogel characteristics, and the type of diffusing particle. We describe here a simple method that uses fluorescence intensity measurements obtained with a microplate reader to determine the concentration of diffusing particles at different penetration distances in soft hydrogels. We have analyzed the diffusion behavior of three fluorescent particles of different chemical natures and various molecular weights (fluorescein and the proteins mNeonGreen and fluorophore-labeled bovine serum albumin) in agarose hydrogels of low percentages (0.05-0.2%). The diffusion coefficients were obtained by fitting the experimental data to a one-dimensional diffusion model. A good agreement between our results and previously reported diffusion coefficients of the studied particles validates our method. We demonstrate the method's capability to adapt to hydrogels of different stiffnesses and solutes of various sizes and characteristics. In addition, the combination of hydrogel sectioning with multiple simultaneous measurements in a microplate reader shows the simplicity of the experimental procedure. Finally, our data indicate the method's sensitivity to variations in diffusion conditions, which is highly relevant to studying interactions between solutes and hydrogels designed for controlled release by determining differences in penetration distances.

Identifiers

PMID40160789
PMCPMC11947801

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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.