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Unraveling coalification dynamics: a comprehensive spectroscopic study on the chemical and microstructural evolution from lignite to semi-anthracite. 揭示煤化动力学:褐煤到半无烟煤化学和微观结构演变的综合光谱研究。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126765
Manish Kumar Srivastava, Kunwar Vikram, Kaushal Kishor, Alok K Singh, Soumyajit Mukherjee, Ranjan K Singh

Raman spectroscopy can play a crucial role in coal rank identification by providing direct insights into the structural evolution of carbon during coalification. Unlike any traditional method such as vitrinite reflectance, which rely on specific macerals and often face limitations in low-vitrinite or compositionally altered samples, Raman offers a non-destructive and comprehensive assessment of all organic matter types. It detects changes in chemical bonding, aromaticity, and the degree of structural order-key indicators of coal maturity-by analyzing vibrational energy levels. Its ability to differentiate between sp2- and sp3-hybridized carbon and monitor the transition from amorphous to graphitic structures makes it especially valuable for evaluating thermal evolution. This research investigates the evolution of coal's chemical composition and microstructure during maturation using Raman spectroscopy, supported by Fourier Transform Infrared (FT-IR) and X-ray photoelectron spectroscopy (XPS). The transformation of peat into coal, driven by microbial activity, thermochemical degradation and burial, increases carbon concentration and releases volatiles. Traditional methods such as vitrinite reflectance suffer from limitations, particularly in samples with low or absent vitrinite content, or when vitrinite is suppressed by bitumen or enhanced by recycled particles. Measurement errors may arise from polishing issues, anisotropy or instrument calibration, but Raman spectroscopy offers more profound insights into carbon structure changes during coalification and graphitization. Initially, coal and lignite samples of varying ranks (from lignite to semi-anthracite) were analyzed using traditional methods such as proximate analysis and vitrinite reflectance to determine coal rank. Subsequently, spectroscopic techniques were employed to evaluate carbon structure, functional groups, and sp2/sp3 carbon ratios. FT-IR identified functional groups, while XPS examined surface elements. Raman spectra revealed a clear relationship between coal rank and carbon structure, showing higher-rank coals with greater sp2 carbon ordering, resembling graphite. Gaussian fitting confirmed that sp2 content increases while sp3 content decreases with rank, consistent with XPS and IR findings. The G-band shift and broadening indicated increased nanocrystalline graphite from sub-bituminous to anthracite, while lignite displayed more sp3 content and amorphous carbon. XPS confirmed that higher-rank coals have more CC bonds, while lignite contains CO and COOH groups. The study provides a novel framework for assessing coal rank and maturation, enhancing understanding of coal's metamorphic history, and offering insights for optimizing coal utilization and expanding geological knowledge of organic sediment metamorphism.

拉曼光谱可以通过直接了解煤化过程中碳的结构演变,在煤阶鉴定中发挥重要作用。与任何传统的方法(如镜质体反射率法)不同,这些方法依赖于特定的显微成分,通常在低镜质体或成分改变的样品中受到限制,拉曼提供了对所有有机物类型的非破坏性和全面的评估。它通过分析振动能级来检测化学键、芳香性和结构有序程度(煤成熟度的关键指标)的变化。它能够区分sp2-和sp3杂化碳,并监测从非晶结构到石墨结构的转变,这对于评估热演化特别有价值。本研究采用拉曼光谱技术,结合傅里叶变换红外(FT-IR)和x射线光电子能谱(XPS)技术,研究了煤在成熟过程中化学成分和微观结构的演变。在微生物活动、热化学降解和掩埋的推动下,泥炭转化为煤,增加了碳浓度并释放出挥发物。传统的方法,如镜质组反射率存在局限性,特别是在镜质组含量低或不存在的样品中,或者当镜质组被沥青抑制或被回收颗粒增强时。测量误差可能来自抛光问题、各向异性或仪器校准,但拉曼光谱可以更深入地了解煤化和石墨化过程中碳结构的变化。首先,对不同等级的煤和褐煤样品(从褐煤到半无烟煤)进行分析,使用传统的方法,如近似分析和镜质体反射率来确定煤的等级。随后,利用光谱技术评估了碳结构、官能团和sp2/sp3碳比。FT-IR鉴定了官能团,XPS检测了表面元素。拉曼光谱显示煤阶与碳结构之间存在明显的关系,煤阶越高,sp2碳有序度越高,与石墨相似。高斯拟合证实sp2含量随等级升高而sp3含量降低,与XPS和IR结果一致。g波段的移动和展宽表明,亚烟煤到无烟煤的纳米晶石墨含量增加,而褐煤的sp3含量和无定形碳含量增加。XPS证实高阶煤有更多的CC键,而褐煤含有CO和COOH基团。该研究为评价煤的等级和成熟度提供了一个新的框架,增强了对煤变质史的认识,为优化煤炭利用和扩大有机沉积变质的地质知识提供了见解。
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引用次数: 0
Hydration-driven structural evolution in cross-linked cellulose-based xerogels probed by 2DCOS and PCMW2D correlation spectroscopy applied on SANS data. 应用于SANS数据的2DCOS和PCMW2D相关光谱探测交联纤维素基干凝胶中水合作用驱动的结构演化。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126776
Giuseppe Paladini, Francesco Caridi, Andrea Fiorati, Domenico Majolino, László Almásy, Carlo Punta, Valentina Venuti

In this work, small angle neutron scattering (SANS) data of branched polyethyleneimine (bPEI)/TEMPO-oxidized and ultrasonicated cellulose nanofiber (TOUS-CNF) xerogels, namely cellulose nano-sponges (CNSs), at different hydration level (h) and cross-linker amount, were analyzed through a combined approach involving generalized (2DCOS) and perturbation-correlation moving window (PCMW2D) two-dimensional correlation spectroscopy. The aim was to get novel insights into the sequence of structural changes experienced by the xerogel moieties upon hydration, based on the assessment of the cross-correlations existing at different length scales retrieved by the synchronous (SCMs) and asynchronous (ACMs) 2DCOS and PCMW2D correlation maps calculated upon variation in the chosen perturbation variable. It is worth noting that the application of 2DCOS and PCMW2D on SANS data enabled the identification of structural transitions that are not readily apparent from conventional SANS analysis, highlighting the sensitivity of this method in detecting structural dynamics as well as any minor changes in the polymer arrangement at both low and high spatial scales.

本文采用广义(2DCOS)和微动相关移动窗口(PCMW2D)二维相关光谱相结合的方法,分析了支化聚乙烯亚胺(bPEI)/ tempo氧化和超声处理的纤维素纳米纤维(tus - cnf)干凝胶,即纤维素纳米海绵(CNSs)在不同水化水平(h)和交联剂用量下的小角中子散射(SANS)数据。目的是通过对不同长度尺度上存在的互相关性进行评估,从而获得对水化后干凝胶部分结构变化序列的新见解,这些互相关性是由同步(scm)和异步(acm) 2DCOS和PCMW2D相关图根据所选扰动变量的变化计算得出的。值得注意的是,2DCOS和PCMW2D在SANS数据上的应用能够识别出传统SANS分析中不容易明显的结构转变,突出了该方法在检测结构动力学以及聚合物排列在低和高空间尺度上的任何微小变化方面的敏感性。
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引用次数: 0
Hydrophobic substrate integrated SERS technology for rapid detection of uric acid. 疏水底物集成SERS技术快速检测尿酸。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126781
Dechan Lu, Dandan Su, Yi Yang, Rongmao Qiu

Uric acid (UA), the terminal metabolite of purine catabolism, is a critical biomarker requiring precise monitoring. Conventional detection methods (e.g., enzymatic assays, HPLC) suffer from limited sensitivity and operational complexity. To address this, we engineered four colloidal SERS substrates (Ag NPs, AuAg NPs, Au NPs, Au NRs) for signal amplification and fabricated hydrophobic surfaces via hydrochloric acid etching and evaporative deposition of heptadecafluorodecyl trimethoxysilane to minimize analyte dispersion. Integration of optimized Ag NPs with the hydrophobic substrate enabled quantitative UA detection by SERS. This approach achieves rapid (∼1 min), demonstrating significant potential for point-of-care UA monitoring.

尿酸(UA)是嘌呤分解代谢的终末代谢物,是一种需要精确监测的重要生物标志物。传统的检测方法(如酶测定法、高效液相色谱法)灵敏度有限,操作复杂。为了解决这个问题,我们设计了四种胶体SERS底物(Ag NPs, AuAg NPs, Au NPs, Au NRs)用于信号放大,并通过盐酸蚀刻和十七氟癸基三甲氧基硅烷的蒸发沉积制备疏水表面,以减少分析物的分散。将优化的Ag NPs与疏水底物集成,可以通过SERS进行定量UA检测。该方法可实现快速(~ 1分钟),显示出在护理点UA监测方面的巨大潜力。
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引用次数: 0
Acrylamide molecule detection by surface-enhanced infrared absorption spectroscopy using resonant nanoantennas. 共振纳米天线表面增强红外吸收光谱检测丙烯酰胺分子。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126772
Santos Merino, Alberto Villar, Ruth Díez-Ahedo, Eider Gárate, Iban Amenabar, Ralph Gay, Jorge Espina, Mario Zapata-Herrera, Roberto A Boto, Javier Aizpurua

Acrylamide is a cancer-causing substance that forms in food by Maillard reaction when free asparagine (an amino acid) and sugars, both naturally present, undergo high-temperature processing (>120 °C) and low humidity conditions. The European Food Safety Authority (EFSA) has identified acrylamide as a significant contaminant that needs to be monitored and minimized in certain food products. This work reports the first step to detect the presence of acrylamide in aqueous solution by Surface-Enhanced Infrared Absorption (SEIRA) spectroscopy. This work applies Density Functional Theory (DFT) to calculate the vibrational frequencies and infrared (IR) absorption cross-sections of molecular acrylamide in close proximity to gold nanoantenna arrays in water-based solutions. These IR nanoantennas are designed through electromagnetic calculations of their electromagnetic response by tunning their plasmon resonance to match the characteristic vibrational frequencies of acrylamide, enhancing the molecular spectroscopic signal. Comprehensive characterization of the SEIRA signal for various gold nanorod antennas (AuNRA) coupled with a covering shell containing molecular acrylamide enables direct identification of its vibrational modes. This work shows how concentrations of up to 500 ng/ml of acrylamide in water can be detected by SEIRA. It also provides guidelines to apply SEIRA for the detection of acrylamide in challenging samples, such as those typically found in the food industry.

丙烯酰胺是一种致癌物质,当游离的天冬酰胺(一种氨基酸)和天然存在的糖经过高温(约120°C)和低湿度条件下的处理后,通过美拉德反应在食物中形成。欧洲食品安全局(EFSA)已经确定丙烯酰胺是一种重要的污染物,需要在某些食品中进行监测并尽量减少其含量。本文报道了用表面增强红外吸收(SEIRA)光谱法第一步检测水溶液中丙烯酰胺的存在。本研究应用密度泛函理论(DFT)计算了水基溶液中靠近金纳米天线阵列的分子丙烯酰胺的振动频率和红外吸收截面。这些红外纳米天线是通过对其电磁响应的电磁计算来设计的,通过调节其等离子体共振以匹配丙烯酰胺的特征振动频率,增强分子光谱信号。综合表征各种金纳米棒天线(AuNRA)的SEIRA信号,再加上含有分子丙烯酰胺的覆盖壳,可以直接识别其振动模式。这项工作显示了如何用SEIRA检测水中高达500纳克/毫升的丙烯酰胺浓度。它还提供了应用SEIRA在具有挑战性的样品中检测丙烯酰胺的指南,例如在食品工业中通常发现的样品。
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引用次数: 0
Real-time monitoring of attenuated cytomegalovirus using Raman spectroscopy allows non-destructive characterization during flow. 利用拉曼光谱实时监测减毒巨细胞病毒,可以在流动过程中进行非破坏性表征。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-07 DOI: 10.1016/j.saa.2025.126761
Shreya Milind Athalye, Murali K Maruthamuthu, Ehsan Esmaili, Miad Boodaghidizaji, Neelesh Sarathy, Cindy Mayorga, Jessica Raffaele, Vidhya Selvamani, Joseph P Smith, Tiago Matos, Richard R Rustandi, Arezoo M Ardekani, Mohit S Verma

Real-time monitoring of viral particles can have a crucial impact on vaccine manufacturing and can alleviate public health challenges by supporting continuous supply. Spectroscopic methods such as Raman spectroscopy can provide rapid and non-invasive measurements. Here, we have developed a Raman spectroscopy-based tool to monitor the quality and quantity of viral particles in a continuous flow setup. We characterized the attenuated human cytomegalovirus (CMV) across a wide range of concentrations (1.45 × 1010 to 2.90 × 1011 particles/mL) and flow rates (100 μm/s to 1000 μm/s) within a square quartz capillary. This process analytical technology (PAT) tool enables the detection of viral particles even at high flow rates such as 1000 μm/s. Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and dynamic light scattering (DLS) demonstrated that the samples maintain their integrity even after laser exposure, reiterating the non-invasive nature of Raman spectroscopy. To the best of our knowledge, this is the first report on characterizing CMV particles using Raman spectroscopy, especially under flow conditions. We have also demonstrated the limit of detection (LODmin) (2.01 × 1010 particles/mL) for CMV particles in continuous flow (1000 μm/s) (via the Raman spectroscopy method), addressing the effects of flow rate, concentration, and sample integrity. This technology could enable process control in the bio-manufacturing of vaccines.

对病毒颗粒的实时监测可对疫苗生产产生至关重要的影响,并可通过支持持续供应来缓解公共卫生挑战。光谱方法,如拉曼光谱可以提供快速和非侵入性的测量。在这里,我们开发了一种基于拉曼光谱的工具来监测病毒颗粒在连续流动设置中的质量和数量。我们在方形石英毛细管内对减毒的人巨细胞病毒(CMV)进行了广泛的浓度(1.45 × 1010至2.90 × 1011颗粒/mL)和流速(100 μm/s至1000 μm/s)的表征。该过程分析技术(PAT)工具即使在1000 μm/s的高流速下也能检测病毒颗粒。十二烷基硫酸钠-聚丙烯酰胺凝胶电泳(SDS-PAGE)和动态光散射(DLS)表明,即使在激光照射后,样品仍保持完整性,重申了拉曼光谱的非侵入性。据我们所知,这是第一个用拉曼光谱来表征CMV粒子的报告,特别是在流动条件下。我们还证明了CMV颗粒在连续流动(1000 μm/s)下(通过拉曼光谱方法)的检出限(LODmin) (2.01 × 1010颗粒/mL),解决了流速、浓度和样品完整性的影响。该技术可实现疫苗生物生产过程控制。
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引用次数: 0
A smartphone-assisted dual-mode sensor based on GN-CDs for sensitive and portable detection of α-glucosidase. 基于GN-CDs的智能手机辅助双模传感器用于α-葡萄糖苷酶的灵敏便携式检测。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126762
Enqi Liu, Jiaqi Zhu, Xuechun Li, Boyao Sun, Kaihua Su, Min Liu, Kaixin Hu, Daohong Cheng, Guoying Sun, Yibing Liu

The determination of the α-glucosidase (α-Glu) activity is crucial for the early screening of diabetes. However, traditional α-Glu detection methods mainly rely on a single-signal readout system, which is inevitably subjected to interference from a complicated detection environment. To address this practical issue, a fluorescence-colorimetric dual-mode sensor based on green-emitting nitrogen-doped carbon dots (GN-CDs) was designed for the sensitive and portable detection of α-Glu. The detection strategy of this sensor was based on the enzymatic reaction of α-Glu with the specific substrate p-nitrophenyl-α-D-glucopyranoside (PNPG) to generate p-nitrophenol (PNP), which not only displayed stronger absorbance at 400 nm but also could effectively quench the fluorescence of GN-CDs through the inner filter effect (IFE), thereby realizing the dual-mode detection of α-Glu. Through the mutual calibration of the double signals, the accuracy and anti-interference ability of α-Glu detection in complex environments were significantly improved, with the detection limits as low as 0.023 U/L in fluorescence mode and 0.045 U/L in colorimetric mode, respectively. Furthermore, portable α-Glu detection was successfully achieved by integrating GN-CDs loaded hydrogel microspheres and smartphone-based image analysis technology. Therefore, the developed dual-signal sensor provided an accurate and portable strategy for α-Glu detection, demonstrating great application potential in the sensing of diabetes-related biomarkers.

α-葡萄糖苷酶(α-Glu)活性的测定对糖尿病的早期筛查具有重要意义。然而,传统的α-Glu检测方法主要依赖于单信号读出系统,不可避免地会受到复杂检测环境的干扰。为了解决这一实际问题,设计了一种基于绿色发射氮掺杂碳点(GN-CDs)的荧光-比色双模传感器,用于灵敏、便携地检测α-Glu。该传感器的检测策略是基于α-Glu与特定底物对硝基苯基-α- d -葡萄糖吡喃苷(PNPG)的酶促反应生成对硝基苯酚(PNP),不仅在400 nm处表现出更强的吸光度,而且可以通过内滤效应(IFE)有效猝灭GN-CDs的荧光,从而实现对α-Glu的双模检测。通过双信号的相互校准,在复杂环境下α-Glu的检测精度和抗干扰能力显著提高,荧光模式和比色模式的检出限分别低至0.023 U/L和0.045 U/L。此外,通过将装载GN-CDs的水凝胶微球与基于智能手机的图像分析技术相结合,成功实现了便携式α-Glu检测。因此,所研制的双信号传感器为α-Glu的检测提供了一种准确、便携的策略,在糖尿病相关生物标志物的检测中具有很大的应用潜力。
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引用次数: 0
Rapid factorization of single EEM for dissolved organic matter analysis. 用于溶解有机物分析的单EEM快速分解。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126752
Xueqin Li, Zhenjie Zhou, Xiaoping Wang

Fluorescence excitation-emission matrix (EEM) spectroscopy is a crucial analytical tool for characterizing dissolved organic matter in aquatic systems. The factorization of mixed spectral components within EEMs has long been the main subject of data interpretation, prompting widespread adoption of trilinear decomposition such as parallel factor analysis (PARAFAC). However, the requirements of multi-sample dataset and manual judgment pose limitations to PARAFAC analysis, particularly hindering the real-time and in-situ applications. This study introduces a rapid decomposition approach capable of automatically decomposing single EEM input into fluorescent components. The proposed approach, termed empirical initialization non-negative matrix factorization (EI-NMF), comprises three core steps: (1) chemical rank estimation via singular value decomposition (SVD), (2) empirical initialization based on statistical analysis, and (3) non-negative matrix factorization with multiplicative updates. Simulated data and natural water samples were used to verify the feasibility of proposed approach. Validation on simulated data yielded satisfactory results: EI-NMF achieved accurate chemical rank determination and component spectral recovery (Tucker congruence coefficients >0.9) relative to the true component spectra. Decomposition results of unseen natural samples further confirmed that EI-NMF can effectively processes single EEM inputs, yielding decomposition outcomes with excellent accuracy and chemical interpretability. This computationally efficient framework enables real-time decomposition of individual EEMs (processing time <0.1 s), offering significant potential for in situ monitoring of aquatic fluorescent components.

荧光激发发射矩阵(EEM)光谱是表征水生系统中溶解有机物的重要分析工具。eem中混合光谱成分的因子分解一直是数据解释的主要主题,促使三线性分解如平行因子分析(PARAFAC)被广泛采用。然而,对多样本数据集和人工判断的要求给PARAFAC分析带来了限制,特别是阻碍了实时和原位应用。本研究介绍了一种快速分解方法,能够自动将单个EEM输入分解为荧光组分。该方法被称为经验初始化非负矩阵分解(EI-NMF),包括三个核心步骤:(1)通过奇异值分解(SVD)进行化学秩估计,(2)基于统计分析的经验初始化,以及(3)通过乘法更新进行非负矩阵分解。利用模拟数据和天然水样验证了该方法的可行性。对模拟数据的验证获得了令人满意的结果:EI-NMF实现了准确的化学等级测定和相对于真实成分光谱的成分光谱恢复(Tucker同余系数>0.9)。未见过的天然样品的分解结果进一步证实了EI-NMF可以有效地处理单个EEM输入,产生具有优异准确性和化学可解释性的分解结果。这种计算效率高的框架能够实时分解各个eem(处理时间)
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引用次数: 0
Engineering tactics for organelle targeting behavior and PDT efficiency by fine structural regulation. 精细结构调控下细胞器靶向行为和PDT效率的工程策略。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-06 DOI: 10.1016/j.saa.2025.126777
Fei Zhang, Xueke Yan, Xiaoxiao Wu, Kunwei Ma, Jiong Li, Jiaxin Kang, Baolei Fan, Baoqing Zhao, Huifang Su, Min Li

Organic photosensitizers (PSs) with organelle targeting and photodynamic therapy (PDT) performance have received extensive attention from scientific researchers. In this study, diphenylamine-xanthene compounds with aggregation-induced emission (AIE) properties were designed and synthesized. The different organelle-targeting performance of the photosensitizer was achieved by subtly regulating the functional group connected to the aldehyde group. These aggregation-induced emission luminogens (AIEgens) can not only specifically target organelles, but also effectively produce reactive oxygen species (ROS) under visible light irradiation. Mitochondria-targeting AIE compounds with cationic groups (OCH3-AP) have better ROS generation capacity and cell phototoxicity than compound (OCH3-AM) targeting lipid droplets (LDs). Through in vivo experiments, it was found that OCH3-AP has a long retention ability in live tumor tissues and have potential application value in photodynamic cancer therapy.

具有细胞器靶向和光动力治疗(PDT)性能的有机光敏剂(PSs)受到了科学界的广泛关注。本研究设计并合成了具有聚集诱导发射(AIE)特性的二苯胺-杂蒽化合物。光敏剂的不同细胞器靶向性能是通过微妙地调节与醛基团相连的官能团来实现的。这些聚集诱导发射发光原(AIEgens)不仅能特异性靶向细胞器,而且在可见光照射下能有效地产生活性氧(ROS)。具有阳离子基团的线粒体靶向AIE化合物(OCH3-AP)比靶向脂滴(ld)的化合物(OCH3-AM)具有更好的ROS生成能力和细胞光毒性。通过体内实验发现,OCH3-AP在活肿瘤组织中具有较长的滞留能力,在光动力癌症治疗中具有潜在的应用价值。
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引用次数: 0
Rapid detection of food quality indicators using ELM and near-infrared spectroscopy. 利用ELM和近红外光谱快速检测食品质量指标。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126766
Lei Shi, Yu Yang, Dandan Zhai, Peng Li

To achieve rapid, non-destructive detection of food quality indicators, this study introduces a novel method that combines near-infrared (NIR) spectroscopy with the Extreme learning machine (ELM) model. Eight spectral preprocessing methods and three wavelength selection algorithms were evaluated for predicting total ginsenoside content (TGC) and protein content (PC), along with a comparative analysis of the ELM model's performance against support vector regression and random forest. Results showed that Savitzky-Golay smoothing with standard normal variate was the best preprocessing method, K-means clustering provided the optimal wavelength selection algorithm, and the ELM model demonstrated the best performance. Specifically, the ELM based on K-means method achieved optimal results: R2 of 0.9431, RMSE of 0.2933 mg/g, rRMSE of 0.0824, RPD of 4.2386, and P-time of 4 × 10-7 s for TGC; and R2 of 0.9764, RMSE of 4.1361 mg/g, rRMSE of 0.0337, RPD of 6.1295, and P-time of 2 × 10-7 s for PC. In summary, combining NIR spectroscopy with the ELM model and clustering-based wavelength selection algorithm offers a reliable and practical solution for rapid, non-destructive, and accurate detection of food quality indicators.

为了实现食品质量指标的快速、无损检测,本研究引入了一种将近红外(NIR)光谱与极限学习机(ELM)模型相结合的新方法。研究了8种光谱预处理方法和3种波长选择算法对总人参皂苷含量(TGC)和蛋白质含量(PC)的预测效果,并比较了ELM模型对支持向量回归和随机森林的性能。结果表明,基于标准正态变量的Savitzky-Golay平滑是最佳的预处理方法,K-means聚类提供了最佳的波长选择算法,ELM模型表现出最好的性能。其中,基于K-means法的ELM得到了最优结果:R2为0.9431,RMSE为0.2933 mg/g, rRMSE为0.0824,RPD为4.2386,TGC的p时间为4 × 10-7 s;R2为0.9764,RMSE为4.1361 mg/g, rRMSE为0.0337,RPD为6.1295,P-time为2 × 10-7 s。综上所述,将近红外光谱与ELM模型和基于聚类的波长选择算法相结合,为快速、无损、准确检测食品质量指标提供了可靠、实用的解决方案。
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引用次数: 0
Decoupling relaxation dynamics and enhancing the glass-forming ability of a double-active ionic liquid-procaine ibuprofen through anionic substitution and polymer entrapment. 通过阴离子取代和聚合物包埋增强双活性离子液体普鲁卡因布洛芬的解耦弛豫动力学和玻璃化能力。
IF 4.6 Pub Date : 2026-01-15 Epub Date: 2025-08-05 DOI: 10.1016/j.saa.2025.126773
K P Safna Hussan, M Sahra, S Lekshmi, M Shahin Thayyil, Thekkekara D Babu

Rationale: Procaine HCl (PrHCl), a protic ionic liquid (PIL), exhibits intricate relaxation due to ionic and neutral species interactions. However, its glass-forming ability is limited. To overcome these limitations, this study explores the synthesis of a novel PIL, PrHIb, by replacing Cl- with the bulky, asymmetric ibuprofen anion. This modification is expected to introduce steric hindrance, restrict molecular mobility, and decouple relaxation processes, thereby enhancing thermal stability, glass-forming ability, and pharmaceutical functionality.

Aim: To synthesize and characterize a novel protic ionic liquid, PrHIb, with a focus on relaxation dynamics, glass-forming ability, and dual therapeutic potential.

Method: PrHIb synthesis was validated by density functional theory (DFT), Fourier Transform Infrared Spectrscopy (FTIR), and Fourier Transform Raman Spectroscopy (FT-RS). The antibacterial and anti-inflammatory properties of PrHIb were evaluated. Thermal and molecular dynamics were studied by differential scanning calorimetry (DSC) and broadband dielectric spectroscopy (BDS). Molecular mobility was assessed to decipher the decoupling of ionic and neutral molecules. The polymer matrices were explored to enhance performance and applicability by restricting molecular mobility.

Results and discussion: DFT confirmed PrHIb formation as endothermic and non-spontaneous under standard conditions with positive enthalpy (∆H = -3.88× 105 kcal/mol) and Gibbs free energy (∆G = -3.88× 105 kcal/mol), while negative entropy (∆S = -56.43 cal/molK) reflects reduced system disorder. FTIR and FT-RS validated the incorporation of functional groups from procaine and ibuprofen. PrHIb exhibited enhanced antimicrobial efficacy against E. coli (62 %) and Pseudomonas (80 %) compared to PrHCl and retained strong anti-inflammatory activity (95 %). DSC and BDS studies confirmed glass-forming behavior, with a Tg of 266 K. Replacement of Cl- with Ibu- led to decoupled relaxation and the lack of secondary relaxation. Two distinct relaxations in M″(ω) were attributed to ionic conductivity and structural relaxation. All data were fit the Havriliak-Negami equation. Vogel-Fulcher-Tammann (VFT) showed high fragility (m = 102), indicating sharp viscosity changes near Tg. polyvinylpyrrolidone (PVP) confinement reduced fragility (m = 36), suppressed ionic hopping, and improved stability with a Tg of ∼269 K.

Conclusion: Replacing Cl- with bulky, asymmetric Ib- in PrHIb restricts molecular mobility, leading to decoupled relaxation processes and enhanced dynamic heterogeneity. Confinement in a PVP matrix further stabilizes PrHIb by reducing fragility and improving its glass-forming ability. These features, along with dual antimicrobial and anti-inflammatory activity, h

原理:普鲁卡因HCl (PrHCl)是一种质子离子液体(PIL),由于离子和中性物质的相互作用而表现出复杂的弛豫。然而,它的玻璃成形能力有限。为了克服这些限制,本研究探索了一种新的PIL, PrHIb的合成,通过取代Cl-与大体积的,不对称的布洛芬阴离子。这种修饰有望引入空间位阻,限制分子迁移率,并解耦弛豫过程,从而增强热稳定性,玻璃形成能力和药物功能。目的:合成并表征一种新型质子离子液体PrHIb,重点研究其弛豫动力学、玻璃形成能力和双重治疗潜力。方法:采用密度泛函理论(DFT)、傅里叶变换红外光谱(FTIR)和傅里叶变换拉曼光谱(FT-RS)对PrHIb的合成进行验证。对PrHIb的抗菌和抗炎性能进行了评价。采用差示扫描量热法(DSC)和宽带介电光谱(BDS)研究了热动力学和分子动力学。分子迁移率的评估,以破译解耦离子和中性分子。探讨了通过限制分子迁移率来提高聚合物基体性能和适用性的方法。结果与讨论:DFT证实,在正焓(∆H = -3.88× 105 kcal/mol)和吉布斯自由能(∆G = -3.88× 105 kcal/mol)和负熵(∆S = -56.43 cal/molK)的标准条件下,PrHIb的生成是一种非自发的热生成。FTIR和FT-RS验证了普鲁卡因和布洛芬的官能团的掺入。与PrHCl相比,PrHIb对大肠杆菌(62%)和假单胞菌(80%)的抗菌效果增强,并保持较强的抗炎活性(95%)。DSC和BDS研究证实了玻璃形成行为,Tg为266k。用Ibu-取代Cl-导致解耦弛豫和缺乏二次弛豫。M″(ω)中的两个不同弛豫归因于离子电导率和结构弛豫。所有数据均符合Havriliak-Negami方程。VFT (Vogel-Fulcher-Tammann)表现出高脆性(m = 102),表明在Tg附近粘度变化剧烈。聚乙烯吡咯烷酮(PVP)约束降低了脆性(m = 36),抑制了离子跳变,并提高了稳定性,Tg为~ 269 K。结论:在PrHIb中,用体积庞大、不对称的Ib取代Cl-限制了分子的迁移性,导致弛豫过程解耦,增强了动力学异质性。限制在PVP基质中,通过降低易碎性和提高其玻璃形成能力,进一步稳定了PrHIb。这些特点,以及双重抗菌和抗炎活性,突出了其作为多功能药物离子液体的潜力。
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Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
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