Evidence map›Paper›PMID 42644955›Full record

ArticleGels (Basel, Switzerland)2026

Effects of Different Lignin Contents and Water Contents on the Performance of DES-Based Hydrogels.

Panrong Guo, Xiaobo Xue, Mengxin Liu, Yunming Zou, Xian Wang, Jiongjiong Li, Fei Xiao, Xiangmeng Chen, Cheng Li, Hanyin Li and 1 more

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
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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

11 authors.

Panrong GuoCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Xiaobo XueCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Mengxin LiuCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Yunming ZouCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Xian WangCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Jiongjiong LiCollege of Materials Science and Technology, Nanjing Forestry University, Nanjing 210037, China.
Fei XiaoHunan Academy of Forestry, Changsha 410018, China.
Xiangmeng ChenCollege of Pharmacy, Changsha Medical University, Changsha 410219, China.
Cheng LiCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.ORCID 0000-0001-5830-155X
Hanyin LiCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.
Zhongjian LiCollege of Horticulture, Henan Agricultural University, Zhengzhou 450026, China.

Funding

Development and industrialization of new technologies for processing and utilizing bamboo, as well as research and development of intelligent equipment 2025ZCY003the China Postdoctoral Science Foundation 2025M781853The Key Scientific and Technological Project of Henan Province 242102230174the National Innovation Training Program for College Students 202510466011Xthe Scientific and Technological Research Project of Henan Province 262102230114the Special Fund for Young Talents in Henan Agricultural University 30500928the Standardization of bamboo and wood product quality and safety testing machines 2025ZCY004
6 · The paper itself

Abstract

This study fabricated choline-acrylic acid deep eutectic solvent (DES) hydrogels via in situ free-radical polymerization and systematically investigated the individual and co-optimization effects of lignin dosage and water content on the chemical structure, micromorphology, compressive mechanical properties, swelling behavior, and thermal stability of the hydrogels. This work quantitatively uncovers the co-optimization mechanism between the two variables in modulating crosslink density and pore architecture, thereby filling a research gap in the dual-factor co-optimization of biomass-based DES hydrogels. The results reveal that a moderate lignin dosage (0.02 g) generates abundant dynamic hydrogen bonds, densifying the crosslinked network and raising the maximum compressive stress from 0.378 MPa to 0.426 MPa, whereas excessive lignin triggers molecular aggregation and deteriorates mechanical performance. Higher water content dilutes crosslinking sites, reduces network compactness, boosts the swelling ratio while lowering compressive strength, and exerts negligible impacts on thermal degradation characteristics. FTIR analysis confirms that lignin participates in network formation solely through non-covalent hydrogen bonds, without forming new covalent bonds. A comprehensive performance evaluation identifies the optimal formulation as 0.02 g lignin and 60 g water. Although this two-factor optimization strategy provides clear experimental and theoretical guidance for designing sustainable soft materials, the present work still has limitations, including the use of only static laboratory characterizations, with no cyclic mechanical measurements or aging assessments. This study advances the customized performance tuning of lignin-derived DES hydrogels and facilitates the high-value valorization of lignin, which is promising for multifunctional green-material applications, including adsorption, flexible electronics, and biological carriers.

Indexed as

deep eutectic solventDES gelligninwater content

Identifiers

PMID42644955
PMCPMC13512229

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.