Evidence map›Paper›PMID 42196048›Full record

ArticleGels (Basel, Switzerland)2026

Strong, Fast-Response Printable Lignin/PNIPAM Thermo-Responsive Hydrogel via Hierarchical Phase Separation.

Qian Wang, Huijie Zhang, Wenlong Zhang, Linbin Li, Yifan Zhang, Ping Rao, Xiangyu You

Abstract read
In one paragraph

Article in Gels (Basel, Switzerland), 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.

Qian WangCollege of Bioresources Chemical and Materials Engineering, Shaanxi University of Science &Technology, Xi'an 710021, China.
Huijie ZhangCollege of Bioresources Chemical and Materials Engineering, Shaanxi University of Science &Technology, Xi'an 710021, China.ORCID 0000-0001-9995-6405
Wenlong ZhangCollege of Bioresources Chemical and Materials Engineering, Shaanxi University of Science &Technology, Xi'an 710021, China.
Linbin LiCollege of Bioresources Chemical and Materials Engineering, Shaanxi University of Science &Technology, Xi'an 710021, China.
Yifan ZhangDepartment of Engineering Mechanics, Zhejiang University, Hangzhou 310027, China.
Ping RaoState Key Laboratory of Fluid Power & Mechatronic System, Center for X-Mechanics, Hangzhou 310027, China.
Xiangyu YouCollege of Bioresources Chemical and Materials Engineering, Shaanxi University of Science &Technology, Xi'an 710021, China.ORCID 0000-0001-9931-922X

Funding

Key R&D Program of Shaanxi Province 2023-YBGY-485National Natural Science Foundation of China 22002079
6 · The paper itself

Abstract

Stimuli-responsive hydrogels have gained significant attention as one of the most attractive materials for soft robots. Herein, a facile, printable thermo-responsive hydrogel (NL hydrogel) with rapid volume change capability and excellent mechanical properties was developed through the self-assembly of poly(N-isopropylacrylamide) (PNIPAM) and hydrophobic lignin. The lignin and PNIPAM self-assembled into a hierarchical phase-separated structure consisting of lignin-rich dense regions with a bicontinuous morphology and PNIPAM-rich, chain-sparse regions. This unique architecture results in multiscale water channels, enabling an ultrafast dehydration response (expelling 90% of its water within 10 s) and an ultrahigh volume shrinkage of up to 96.4% above its lower critical solution temperature (LCST). The phase separation structure also endows the NL hydrogels with outstanding mechanical properties, achieving tensile stress and strain values exceeding 1 MPa and 500% below the LCST, and approximately 5 MPa and 1500% above the LCST. The responsive speed and mechanical properties of the NL hydrogels surpass those of most reported thermo-responsive hydrogels. The NL hydrogels can be readily printed via direct ink writing into various geometries. The printed NL hydrogels demonstrate thermo-triggered shape morphing, functioning as temperature-controlled actuators with adjustable curvature and as manipulators for capture, wrapping, encapsulation, and switching. Furthermore, the photothermal effect of lignin enables light-controlled actuation of the NL hydrogel.

Indexed as

4D printhigh-volume shrinkagehydrogelligninthermo-responsive hydrogel

Identifiers

PMID42196048
PMCPMC13206440

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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.