ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025
Multifunctional Fluorescent Microgel-Embedded Hydrogels for Temperature and X-Ray Sensing.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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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.
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.
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Who cites it
2 citing papers in PubMed.
- Multifunctional Fluorescent Microgel-Embedded Hydrogels for Temperature and X-Ray Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Recent advances in hydrogel-based therapeutics for lung cancer.RSC advances · 2025Review
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Authors and funding
12 authors.
Funding
Abstract
Stimuli-responsive aggregation-induced emission luminogen (AIEgen)-based hydrogels exhibit tunable fluorescent signals in response to external stimuli, providing a suitable platform for sensing. As the largest sensory organ in the body, the response of skin temperature and X-ray dosage is crucial in predicting and diagnosing a range of diseases, and effective cancer radiotherapy. In this study, dual-responsive hydrogels are prepared by incorporating ratiometric fluorescent AIEgen-based microgels into polyvinyl alcohol (PVA). Experimental and molecular dynamics (MD) simulation results indicate that the AIEgen-based microgels enhance the mechanical and adhesive strength of the PVA hydrogels while maintaining good biocompatibility. Variations in temperature or X-ray exposure affect the chemical structure of the co-monomer or disulfide/diselenium-containing crosslinkers, which influences the molecular motion of the synthesized AIEgen; the other fluorescent molecules are unaffected. Consequently, the ratiometric fluorescent signals emitted by the AIE microgel-embedded hydrogels exhibit spectral and visual variations in response to changes in temperature and X-ray exposure. Applying support vector machine (SVM) regression, the hydrogel can achieve improved spectral accuracy. The hydrogel is shown to accurately sense skin temperature and effectively map radiotherapy dose levels.
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Registered trials
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.