Evidence map›Paper›PMID 41787688›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Ion‑Mediated Structural Engineering of Hydrogel Interfaces for Tunable Mechanical and Analyte Diffusion Properties in Electrochemical Biosensors.

Dongwook Lee, Soo A Kim, Beom-Jun Shim, Yurim Lee, Tae Young Kim, Sunghyun Park, Yeontaek Lee, Hyeong Gyu Choi, Kayoung Son, Su Bin Han and 5 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2026. 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

15 authors.

Dongwook LeeDepartment of Chemistry, Yonsei University, Seoul, Republic of Korea.
Soo A KimSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Beom-Jun ShimDepartment of Medical Engineering, Yonsei University College of Medicine, Seoul, Republic of Korea.
Yurim LeeSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Tae Young KimSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Sunghyun ParkSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Yeontaek LeeSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Hyeong Gyu ChoiDepartment of Battery Engineering, Yonsei University, Seoul, Republic of Korea.
Kayoung SonSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Su Bin HanDepartment of Medical Engineering, Yonsei University College of Medicine, Seoul, Republic of Korea.
Keun-Young YookSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Seo Jung KimDepartment of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
Won-Yong LeeDepartment of Chemistry, Yonsei University, Seoul, Republic of Korea.
Jungmok SeoSchool of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea.
Jayoung KimDepartment of Battery Engineering, Yonsei University, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0003-2946-8478

Funding

Basic Science Research Program funded by the Ministry of Education Nos. RS-2024-00408633Basic Science Research Program funded by the Ministry of Education RS-2025-02214081Ministry of Health & Welfare, Republic of Korea RS-2018-KH049403(Ministry of Science and ICT, MSIT) RS-2023-00209956(Ministry of Science and ICT, MSIT) RS-2024-00406240(Ministry of Science and ICT, MSIT) RS-2025-02219306(Ministry of Science and ICT, MSIT) RS-2025-18362970National Research Foundation of Korea
6 · The paper itself

Abstract

Advanced hydrogel interfaces exhibiting finely tuned mechanical characteristics and porosity are essential in wearable and implantable biosensors, mitigating tissue-device mismatches and controlling target analyte transport in biofluids. This work presents an ion-mediated structural engineering approach designed to meticulously regulate the porous architecture and mechanical robustness of poly(vinyl alcohol)-alginate hydrogels (PAH) through straightforward ionic modulation, effectively addressing inherent trade-offs between mechanical strength and analyte diffusion. Utilizing three complementary ionic mechanisms-salting-out, calcium ion chelation, and sequence-directed biomineralization-hydrogels with tailored porous microstructures are fabricated. The resulting hydrogels exhibit pore sizes ranging from 65 nm to 2.5 µm, mechanical moduli of 50-140 kPa, and controlled analyte diffusion behaviors. Leveraging this structural tunability, two exemplary glucose biosensors are demonstrated: a highly porous hydrogel-integrated wearable biosensor designed for rapid and sensitive glucose monitoring in sweat, and a densely structured hydrogel-integrated implantable biosensor optimized for robust and continuous glucose tracking in interstitial fluid. This innovative methodology elucidates critical interconnections between the hydrogel's ion-mediated microstructural architecture, its mechanical robustness and tunable diffusion characteristics, and the resulting biosensing performance optimized for wearable and implantable applications, thereby advancing the design paradigm for next-generation personalized biosensor interfaces.

Indexed as

Biosensing TechniquesElectrochemical TechniquesHydrogelsMechanical PhenomenaAlginatesDiffusionGlucoseGlucuronic AcidHexuronic AcidsHumansIonsPolyvinyl AlcoholPorosityAlginatesGlucoseGlucuronic AcidHexuronic AcidsHydrogelsIonsPolyvinyl Alcoholelectrochemical biosensorshydrogelsimplantable biosensorsionic‐crosslinkingwearable biosensors

Identifiers

PMID41787688
PMCPMC13040517

What OpenQuestion holds

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LicenceCC BY
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.