“Partner” cellulose gel with “dialysis” function: Achieve the integration of filtration-enrichment-SERS detection

IF 10.7 1区 生物学 Q1 BIOPHYSICS
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Abstract

Hydrogel and aerogel materials have garnered significant attention in constructing effective surface-enhanced Raman spectroscopy (SERS) substrates due to their excellent adsorption capabilities, high specific surface area, and abundant chemical groups. However, in liquids with complex compositions, non-specific adsorption of macromolecules can lead to surface scaling and pore clogging of the substrate material, limiting the selective enrichment and SERS detection of target molecules. To address this, an innovative aerogel-chimeric hydrogel material (CH@S-CNF/SA/Ag NPs) was developed. The aerogel component, with its high specific surface area and electronegative properties, functions as a SERS “chip” for adsorption and detection of target molecules. Simultaneously, the mesoporous structure of the hydrogel “shell” effectively filters macromolecules from the solution. These CH@S-CNF/SA/Ag NPs were utilized as SERS substrate materials for detecting urine from healthy individuals and patients with chronic kidney disease stage 5 (CKD5). When combined with machine learning algorithms, the detection accuracy reached 99.50%. This work represents a significant advancement in the specific adsorption and SERS detection of small molecules in complex biological samples such as urine and blood.

Abstract Image

Abstract Image

具有 "透析 "功能的 "伙伴 "纤维素凝胶:实现过滤-富集-SERS 检测一体化
水凝胶和气凝胶材料具有出色的吸附能力、高比表面积和丰富的化学基团,因此在构建有效的表面增强拉曼光谱(SERS)基底方面备受关注。然而,在成分复杂的液体中,大分子的非特异性吸附会导致基底材料表面结垢和孔隙堵塞,从而限制目标分子的选择性富集和 SERS 检测。为了解决这个问题,我们开发了一种创新的气凝胶-嵌合水凝胶材料(CH@S-CNF/SA/Ag NPs)。气凝胶成分具有高比表面积和电负性,可作为 SERS "芯片 "吸附和检测目标分子。同时,水凝胶 "外壳 "的介孔结构可有效过滤溶液中的大分子。这些 CH@S-CNF/SA/Ag NPs 被用作 SERS 底物材料,用于检测健康人和慢性肾病五期(CKD5)患者的尿液。结合机器学习算法,检测准确率达到 99.50%。这项工作标志着在尿液和血液等复杂生物样本中对小分子的特异性吸附和 SERS 检测方面取得了重大进展。
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来源期刊
Biosensors and Bioelectronics
Biosensors and Bioelectronics 工程技术-电化学
CiteScore
20.80
自引率
7.10%
发文量
1006
审稿时长
29 days
期刊介绍: Biosensors & Bioelectronics, along with its open access companion journal Biosensors & Bioelectronics: X, is the leading international publication in the field of biosensors and bioelectronics. It covers research, design, development, and application of biosensors, which are analytical devices incorporating biological materials with physicochemical transducers. These devices, including sensors, DNA chips, electronic noses, and lab-on-a-chip, produce digital signals proportional to specific analytes. Examples include immunosensors and enzyme-based biosensors, applied in various fields such as medicine, environmental monitoring, and food industry. The journal also focuses on molecular and supramolecular structures for enhancing device performance.
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