Evidence map›Paper›PMID 37573839›Full record

ArticleBiomaterials2023

Structurally decoupled stiffness and solute transport in multi-arm poly(ethylene glycol) hydrogels.

Nathan R Richbourg, Nicholas A Peppas

Abstract read
In one paragraph

Article in Biomaterials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Interfacial Redox Regulation of γ-AlGels (Basel, Switzerland) · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Granular Hydrogels as Brittle Yield Stress Fluids.Advanced materials (Deerfield Beach, Fla.) · 2025
    Article
  6. 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.

Nathan R RichbourgDepartment of Biomedical Engineering, University of Texas, Austin, TX, 78712, USA. Electronic address: nrichbourg@utexas.edu.
Nicholas A PeppasDepartment of Biomedical Engineering, University of Texas, Austin, TX, 78712, USA; McKetta Department of Chemical Engineering, University of Texas, Austin, TX, 78712, USA; Division of Molecular Therapeutics and Drug Delivery, College of Pharmacy, University of Texas, Austin, TX, 78712, USA; Departments of Surgery and Pediatrics, Dell Medical School, University of Texas, Austin, TX, 78712, USA. Electronic address: peppas@che.utexas.edu.

Funding

Sensor arrays based on molecularly imprinted polymers for diagnosis of Sjogren's syndromeR01EB022025 · NIBIB · UNIVERSITY OF TEXAS AT AUSTIN · PI ANSLYN, ERIC V., PEPPAS, NICHOLAS A · 2016 to 2019
$1.5M
PH-SENSITIVE HYDROGELS FOR DRUG RELEASER01GM043337 · NIGMS · PURDUE UNIVERSITY WEST LAFAYETTE · PI PEPPAS, NICHOLAS A · 1990 to 2001
$590k
NIBIB NIH HHS R01 EB022025NIGMS NIH HHS R01 GM043337
6 · The paper itself

Abstract

Synthetic hydrogels are widely used as artificial 3D environments for cell culture, facilitating the controlled study of cell-environment interactions. However, most hydrogels are limited in their ability to represent the physical properties of biological tissues because stiffness and solute transport properties in hydrogels are closely correlated. Resultingly, experimental investigations of cell-environment interactions in hydrogels are confounded by simultaneous changes in multiple physical properties. Here, we overcame this limitation by simultaneously manipulating four structural parameters to synthesize a library of multi-arm poly (ethylene glycol) (PEG) hydrogel formulations with robustly decoupled stiffness and solute transport. This structural design approach avoids chemical alterations or additions to the network that might have unanticipated effects on encapsulated cells. An algorithm created to statistically evaluate stiffness-transport decoupling within the dataset identified 46 of the 73 synthesized formulations as robustly decoupled. We show that the swollen polymer network model accurately predicts 11 out of 12 structure-property relationships, suggesting that this approach to decoupling stiffness and solute transport in hydrogels is fundamentally validated and potentially broadly applicable. Furthermore, the unprecedented control of hydrogel network structure provided by multi-arm PEG hydrogels confirmed several fundamental modeling assumptions. This study enables nuanced hydrogel design for uncompromised investigation of cell-environment interactions.

Indexed as

Biocompatible MaterialsPolyethylene GlycolsHydrogelsBiocompatible MaterialsHydrogelsPolyethylene GlycolsHydrogel network structureJunction functionalitypoly(ethylene glycol) (PEG)Solute transportSwollen polymer network model

Identifiers

PMID37573839
PMCPMC10785603

What OpenQuestion holds

Textmetadata
LicenceTDM
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.