Evidence map›Paper›PMID 42726845›Full record

ArticleScience advances2026

Piezoionic copolymer ionogel with tunable hydrogen bond enables epidermal blood pressure analyzer.

Xuejie Liu, Zheng Gong, Zhiheng Zeng, Kai Yang, Bo Wu, Bolong Li, Derek Ho

Abstract read
In one paragraph

Article in Science advances, 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

7 authors.

Xuejie LiuDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0009-0001-0505-9971
Zheng GongDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0000-0002-0616-8141
Zhiheng ZengDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0009-0003-7314-8559
Kai YangDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0000-0002-0666-3003
Bo WuDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0000-0001-8255-0062
Bolong LiDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0009-0007-3506-1160
Derek HoDepartment of Materials Science and Engineering, City University of Hong Kong, Kowloon 999077, Hong Kong, China.ORCID 0000-0003-1636-9032

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Self-powered sensors that directly convert mechanical stimuli into electrical signals hold promise for next-generation bio-integrated electronics, but their practical translation is hindered by low electrical output and poor mechanical properties. Herein, we present an engineered copolymer ionogel featuring piezoionic amplification and enhanced mechanical properties through optimization of the hydrogen bond network by inserting polyurea chains into poly(vinyl alcohol) (PVA). The optimized copolymer ionogel achieves a voltage output of 20 millivolts, which is 10 folds higher than conventional PVA ionogels. Exceptional stretchability (1510%), toughness (23.1 megajoules per cubic meter), and durability are also achieved. Integrated into a wearable epidermal sensor with a machine learning algorithm, the copolymer ionogel enables cuffless, noninvasive, and continuous blood pressure monitoring, achieving mean absolute errors of 5.9 millimeters of mmHg (mmHg; systolic) and 3.6 mmHg (diastolic), thereby satisfying the stringent grade A of British Hypertension Society standard. This hydrogen-bond optimization strategy provides an avenue for piezoionic amplification and demonstrates the practicality of high-performance ionogels for wearable health-monitoring devices, thereby advancing the development of next-generation wearable biomedical systems.

Indexed as

Blood PressureBlood Pressure DeterminationPolymersGelsHumansHydrogen BondingPolyvinyl AlcoholWearable Electronic DevicesGelsPolymersPolyvinyl Alcohol

Identifiers

PMID42726845
PMCPMC13564951

What Socratic holds

Textmetadata
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 Socratic graph.