Evidence map›Paper›PMID 41220227›Full record

ArticleBiotechnology and bioengineering2026

An Accessible Platform to Quantify Oxygen Diffusion in Cell-Laden Hydrogels and Its Application to Alginate-Immobilized Pancreatic Beta Cells.

Hamid Ebrahimi Orimi, Kurtis S Champion, Laurier Gauvin, Jonathan A Brassard, Berit L Strand, Richard L Leask, Corinne A Hoesli

Abstract read
In one paragraph

Article in Biotechnology and bioengineering, 2026. 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.

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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

7 authors.

Hamid Ebrahimi OrimiDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.
Kurtis S ChampionDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.
Laurier GauvinDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.
Jonathan A BrassardDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.
Berit L StrandDepartment of Biotechnology and Food Science, Norwegian Biopolymer Laboratory (NOBIPOL), Norwegian University of Science and Technology, Trondheim, Norway.
Richard L LeaskDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.
Corinne A HoesliDepartment of Chemical Engineering, McGill University, Montreal, Quebec, Canada.ORCID 0000-0002-5629-7128

Funding

The work was also supported by Stem Cell Network (Tri-council/NCE-SCN : IMP-C5R1-12), the Breakthrough Type 1 Diabetes (formerly JDRF) (Grants 5-SRA-2021-1150-S-B and 2-PAR-2025-1749-S-B), the Canadian Institutes of Health Research (CIHR) (Grant DT1-179094), the Natural Sciences and Engineering Research Council of Canada (NSERC) (Grant RGPIN-2020-05877) Fonds de recherche du Québec (10.69777/281406), the McGill University - Vadasz (K. C.), Quebec Cell, Tissue and Gene Therapy Network - ThéCell (a thematic network supported by the Fonds de recherche du Québec, Secteur santé) (10.69777/337725), the Quebec Cardiometabolic Health, Diabetes and Obesity Research Network (CMDO) (10.69777/338295), the Quebec Network for Research on Protein Function, Engineering, and Applications (PROTEO) (10.69777/341121), and the Quebec Centre for Advanced Materials (CQMF-QCAM) (10.69777/341666).
6 · The paper itself

Abstract

Hydrogels are commonly used to immobilize mammalian cells, offering mechanical support in 3D cultures and acting as barriers for immunoprotection in transplantation, such as islet encapsulation for diabetes therapy. Cell immobilization restricts bulk fluid motion, resulting in diffusion-limited molecular transport and nutrient concentration gradients, particularly for oxygen consumed by immobilized cells. Oxygen mass transport models are essential for designing immobilization strategies but often rely on assumed diffusion coefficients due to a lack of experimental data. We propose a cost-effective, accessible system for experimentally measuring oxygen diffusion coefficients in cell-laden hydrogels, tested on alginate-immobilized pancreatic beta cells (MIN6). Compared to water, oxygen diffusivity was significantly lower in alginate gels and inversely correlated with the dynamic loss modulus. Diffusivity also decreased with increasing alginate concentration from 2% to 5%. Cell viability depended heavily on gel concentration and cell density, as predicted by Thiele modulus and effectiveness factor values calculated from the measured diffusion coefficients. This platform, combining a simple experimental setup with dimensionless numbers, offers a practical way to predict maximal diffusion distances in cell immobilization strategies. The proposed approach can support rational design of cell encapsulation, immobilized cell culture, and tissue engineering strategies.

Indexed as

AlginatesCells, ImmobilizedHydrogelsInsulin-Secreting CellsOxygenAnimalsCell LineCell SurvivalDiffusionGlucuronic AcidHexuronic AcidsMiceAlginatesGlucuronic AcidHexuronic AcidsHydrogelsOxygenalginatebeta cellscell immobilizationdiabeteshydrogeloxygen diffusion

Identifiers

PMID41220227
PMCPMC12779220

What OpenQuestion holds

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LicenceCC BY
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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.