Evidence map›Paper›PMID 42621690›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Hydraulic Pressure-Programmed Molecular Transport in Tough Hydrogels.

Yijie Cheng, Shahd Alnasser, Akhiri Zannat, Zhenda He, Jiayi Zeng, Lenan Zhang, Sungmin Hong, Xinyue Liu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

8 authors.

Yijie ChengDepartment of Chemical Engineering and Materials Science, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0009-0002-4773-4194
Shahd AlnasserDepartment of Mechanical Engineering, Michigan State University, East Lansing, Michigan, USA.
Akhiri ZannatDepartment of Chemical Engineering and Materials Science, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-6421-0937
Zhenda HeDepartment of Chemical Engineering and Materials Science, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-6118-629X
Jiayi ZengSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, New York, USA.ORCID https://orcid.org/0009-0009-6652-2358
Lenan ZhangSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, New York, USA.
Sungmin HongU.S. Army Corps of Engineers, Engineer Research and Development Center, Construction Engineering Research Laboratory, Champaign, Illinois, USA.
Xinyue LiuDepartment of Chemical Engineering and Materials Science, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0002-1187-493X

Funding

ACS Petroleum Research Fund 69872-DNI7Michigan State University Advance Grant Award AGR2025-00856National Science Foundation CBET-2320716National Science Foundation CBET-2401017National Science Foundation DMR-2542949U.S. Army W9132T2420004
6 · The paper itself

Abstract

Molecular transport through polymer networks, including hydrogels and biological matrices, underpins many applications ranging from water filtration and gas separation to drug delivery and cell culture. Conventional strategies for regulating transport in polymer networks primarily focus on tuning molecular diffusion through network mesh size and polymer chemistry, whereas convection is often considered negligible because nanoscale-mesh networks typically exhibit low fluid permeability. Although hydraulic pressure is a well-established driving force for convection in porous media, extending pressure-driven convection to non-porous polymer networks has remained fundamentally challenging because they can undergo substantial deformation or fracture under pressure gradients. Here, we demonstrate that hydraulic pressure applied across mechanically tough and grid-supported hydrogels enables robust and tunable solute transport while maintaining structural integrity. The characteristic transport time can be experimentally modulated by up to 65-fold, consistent with a coupled diffusion-convection model. Beyond tuning transport kinetics, applied pressure enhances size- and charge-dependent transport selectivity by up to 5.4-fold compared to pressure-free conditions. As a proof of concept, we demonstrate pressure-programmed antimicrobial delivery that dynamically controls doxorubicin transport while blocking bacterial penetration. These findings identify pressure-regulated convection as an underexplored mechanism for controlling transport in polymer networks.

Indexed as

convectionhydraulic pressurehydrogel membranepolymerporous medium

Identifiers

PMID42621690
PMCPMC13491361

What OpenQuestion holds

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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.