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High-sensitivity detection of alpha-fetoprotein via an unlabelled fluorescent probe based on switchable AIEE effect of a phenolic compound. 基于酚类化合物可切换AIEE效应的无标记荧光探针对甲胎蛋白的高灵敏度检测。
IF 4.6 Pub Date : 2026-03-13 DOI: 10.1016/j.saa.2026.127728
Zhifeng Li, Yiwen Yang, Qiukai Tang, Luyun Ma, Lei Li

Alpha-fetoprotein (AFP) is a crucial cancer biomarker for the early screening and diagnosis of hepatocellular carcinoma. Here, we report the discovery of a phenolic compound, 5,5'- (anthracene- 9,10-diyl)bis(benzene-1,3-diol) (ABOL), exhibiting typical aggregation-induced emission enhancement (AIEE) effect. ABOL can bind to the nucleobases of the AFP-specific aptamer (AFP-Apt) through hydrogen bonding, π-π stacking, and hydrophobic interactions, forming an ABOL/AFP-Apt complex. After complexation, the free rotation of ABOL's three aromatic rings is hindered, inducing the AIEE effect and subsequently enhancing ABOL's fluorescent intensity. Upon introduction of AFP into the system, the significantly higher binding affinity between AFP-Apt and AFP (compared to that between AFP-Apt and ABOL) causes the dissociation of ABOL from the complex. The return of released ABOL molecules to the solution state leads to the loss of the AIEE effect and reduced fluorescence. Notably, the degree of fluorescence reduction shows a proportional relationship with AFP concentration, enabling both qualitative and quantitative determination of AFP. Experimental results demonstrate a linear correlation between fluorescence reduction and AFP level across a wide range of 6.6-50,000 pg/mL, with an exceptionally low limit of detection (2 pg/mL). The fluorescence probe exhibits high specificity and performs well in AFP detection within human serum samples.

甲胎蛋白(AFP)是肝细胞癌早期筛查和诊断的重要肿瘤生物标志物。在这里,我们报告了一个酚类化合物,5,5'-(蒽- 9,10-二基)双(苯-1,3-二醇)(ABOL)的发现,表现出典型的聚集诱导发射增强(AIEE)效应。ABOL可以通过氢键、π-π堆叠和疏水相互作用与AFP-Apt的核碱基结合,形成ABOL/AFP-Apt复合物。络合后,ABOL的三个芳香环的自由旋转受到阻碍,诱导AIEE效应,从而增强ABOL的荧光强度。在将AFP引入系统后,AFP- apt与AFP之间的结合亲和力(与AFP- apt与ABOL之间的结合亲和力相比)明显更高,导致ABOL与复合物分离。释放的ABOL分子返回到溶液状态导致AIEE效应的丧失和荧光的降低。值得注意的是,荧光还原程度与AFP浓度成正比关系,可以对AFP进行定性和定量测定。实验结果表明,在6.6-50,000 pg/mL的广泛范围内,荧光减少与AFP水平呈线性相关,检测限极低(2 pg/mL)。该荧光探针具有高特异性,对人血清中AFP的检测效果良好。
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引用次数: 0
A selective near-infrared fluorescent probe for detecting hydrogen peroxide in Alzheimer's disease. 一种选择性近红外荧光探针用于检测阿尔茨海默病中的过氧化氢。
IF 4.6 Pub Date : 2026-03-13 DOI: 10.1016/j.saa.2026.127729
Jiahao Du, Weibin Zhai, Song Lei, Yu Wang, Yatong Gao, Wenting Cao, Qingwen Zhang, Fenqin Zhao, Yuemin Zhou, Junfeng Wang, Xiaobin Pang, Mengwei Wang, Lida Du, Lin Yan

Alzheimer's disease (AD) is a progressive neurodegenerative disorder with growing incidence among younger populations, highlighting the urgent need for early and accurate detection of AD-related biomarkers. Excessive production of reactive oxygen species (ROS), particularly hydrogen peroxide (H2O2), induces oxidative stress, leading to neuronal damage and death, which implicates H2O2 as a potential biomarker for AD. In this study, leveraging the advantages of fluorescence imaging, we developed a novel near-infrared (NIR) fluorescent probe, LDMD-B, capable of selectively detecting H2O2 through a boronate-cleavage mechanism that releases the fluorophore LDMD-OH. Upon reaction with H2O2, LDMD-B exhibits a strong "turn-on" fluorescence response at 785 nm (λex = 680 nm) with a large Stokes shift (105 nm) and a low detection limit (LOD) of 24.4 nmol/L. The probe successfully visualized endogenous and exogenous H2O2 in SH-SY5Y cells, zebrafish, and an APP/PS1 transgenic AD mouse model, effectively distinguishing between wild-type and AD mice. These findings demonstrate that LDMD-B is a promising tool for imaging H2O2 in AD contexts and may facilitate early diagnosis and pathological investigation of AD.

阿尔茨海默病(AD)是一种进行性神经退行性疾病,在年轻人群中发病率越来越高,这凸显了早期准确检测AD相关生物标志物的迫切需要。活性氧(ROS),特别是过氧化氢(H2O2)的过量产生会诱导氧化应激,导致神经元损伤和死亡,这表明H2O2是AD的潜在生物标志物。在本研究中,利用荧光成像的优势,我们开发了一种新型的近红外(NIR)荧光探针LDMD-B,它能够通过硼酸盐裂解机制选择性检测H2O2,释放荧光团LDMD-OH。与H2O2反应后,LDMD-B在785 nm (λex = 680 nm)处表现出强烈的“开启”荧光响应,Stokes位移大(105 nm),检出限低(LOD)为24.4 nmol/L。该探针成功地在SH-SY5Y细胞、斑马鱼和APP/PS1转基因AD小鼠模型中可视化内源性和外源性H2O2,有效区分野生型和AD小鼠。这些发现表明,LDMD-B是一种很有前途的工具,可用于AD背景下的H2O2成像,有助于AD的早期诊断和病理调查。
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引用次数: 0
Identification of promising low-phytate lines in F2 population trough FT-IR analysis in sesame. 利用傅里叶变换红外光谱分析鉴定芝麻F2群体中有潜力的低植酸系。
IF 4.6 Pub Date : 2026-03-12 DOI: 10.1016/j.saa.2026.127722
Mandakini Kabi, Manasi Dash, Bhabendra Baisakh, Swapan Kumar Tripathy, Digbijaya Swain, Suvalaxmi Palei, Snehasish Routray, Suchismita Jena

Reducing phytic acid content in crop seeds through breeding is an important strategy to enhance nutritional quality. Twenty-eight crosses were generated from eight parent using half-diallel mating design. Both quantitative and qualitative estimation of oil was carried out for eight parents and their derived twenty-eight crosses. F2 population were raised from the cross, VRI-1 × Prachi and 100 plants were randomly selected for estimation of oil percentage. Based on high oil percentage, 25 individual plants of F₂ seeds were analyzed using FT-IR (Fourier transform infrared spectroscopy) for screening of promising lines for low phytic acid content. The FT-IR spectra were used to assess the presence or absence of phytic acid based on absorption peaks in the 3350 cm-1 to 889 cm-1 range. Significant variation in phytic acid content was observed among all the individual plant genotype. Plant numbers 12, and 23 exhibited absence of band at 3100-3600 cm-1 (3350 cm-1) and were shortlisted as potential candidates for further evaluation.

通过育种降低作物种子中的植酸含量是提高作物营养品质的重要策略。采用半双列杂交设计,从8个亲本获得28个杂交组合。对8个亲本及其衍生的28个杂交进行了含油量的定量和定性估计。杂交培养F2个群体,随机选取VRI-1 × Prachi植株100株进行含油率估算。以高含油量为基础,利用傅里叶变换红外光谱(FT-IR)对25株F₂种子单株进行分析,筛选植酸含量较低的候选品系。利用FT-IR光谱在3350 cm-1 ~ 889 cm-1范围内的吸收峰来评估植酸的存在与否。植酸含量在各基因型间存在显著差异。植物编号12和23在3100-3600 cm-1 (3350 cm-1)处表现出条带缺失,并被列为进一步评估的潜在候选植物。
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引用次数: 0
A differential evolution-based joint optimization method for full-process near-infrared spectral modeling and its application to leaf litter moisture prediction. 基于差分演化的全过程近红外光谱建模联合优化方法及其在凋落叶水分预测中的应用
IF 4.6 Pub Date : 2026-03-12 DOI: 10.1016/j.saa.2026.127714
Tao Zhu, Jian Xing

Conventional near-infrared (NIR) spectral modeling typically follows a stepwise optimization pipeline, which suffers from fragmented stages, heavy reliance on manual expertise, and an inability to capture interactive effects among modeling components. These limitations often lead to suboptimal predictive performance and poor generalization. To address these issues, this study proposes a differential evolution (DE)-based full-process joint optimization method that integrates the entire NIR modeling workflow. Specifically, outlier removal, spectral preprocessing, feature wavelength selection, and the type and hyperparameters of the regression algorithm are jointly encoded into a mixed-type decision vector. The method performs global co-optimization within a cross-validation framework by minimizing the root mean square error (RMSE) on the validation set. A simple ensemble strategy, based on averaging predictions from ten independently optimized sub-models, is employed to enhance robustness. Experiments on three forest leaf litter datasets and one public corn dataset demonstrate that the proposed method achieves high prediction accuracy using no more than 10 selected wavelengths. Moreover, it exhibits chemical interpretability and consistent generalization across different datasets and instrument platforms. This method provides a practical pathway for developing low-cost, task-specific, lightweight NIR sensors, thereby offering new insights for advancing NIR analysis toward intelligent and application-oriented deployment.

传统的近红外(NIR)光谱建模通常遵循逐步优化管道,其缺点是阶段分散,严重依赖手动专业知识,并且无法捕获建模组件之间的交互效果。这些限制通常会导致次优的预测性能和较差的泛化。为了解决这些问题,本研究提出了一种基于差分进化(DE)的全流程联合优化方法,该方法集成了整个近红外建模工作流程。具体而言,将异常值去除、光谱预处理、特征波长选择以及回归算法的类型和超参数共同编码为混合类型决策向量。该方法通过最小化验证集上的均方根误差(RMSE),在交叉验证框架内执行全局协同优化。采用一种简单的集成策略,基于10个独立优化子模型的平均预测,以增强鲁棒性。在3个森林凋落叶数据集和1个公共玉米数据集上进行的实验表明,该方法在不超过10个选定波长的情况下获得了较高的预测精度。此外,它在不同的数据集和仪器平台上表现出化学可解释性和一致的泛化。该方法为开发低成本、特定任务、轻量级近红外传感器提供了实用途径,从而为推进近红外分析向智能化和面向应用的部署提供了新的见解。
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引用次数: 0
Physicochemical characterization of red pitaya (Hylocereus sp.) peel flour using FT-IR, Raman, and EPR spectroscopy: Effects of γ-irradiation on its intrinsic properties. 红外光谱、拉曼光谱和EPR光谱表征火龙果果皮粉的理化性质:γ辐照对其内在性质的影响。
IF 4.6 Pub Date : 2026-03-12 DOI: 10.1016/j.saa.2026.127720
Luz M Rondán-Flores, Anna L C H Villavicencio, Dione Pereira de Castro, Niklaus Ursus Wetter, T K Gundu Rao, Edwar A Canaza, Nilo F Cano

To ensure food and fruit safety, it is essential to use accurate and appropriate techniques that allow irradiated products to be identified and labelled, thereby preventing their adulteration and that of their derivatives. In this context, in this study, we evaluated the physicochemical properties of γ-irradiated red pitaya peel flour from lab-prepared (PT) and commercial (PC) samples, using X-ray fluorescence (XRF), X-ray diffraction (XRD), Fourier transform infrared (FT-IR), Raman, and electron paramagnetic resonance (EPR) spectroscopic techniques, as well as thermal analysis (TGA/DSC). The moisture content ranged from 8.01% to 16.38%, with the highest values being 16.38% for the PC sample at 3.5 kGy and 10.56% for the PT sample at 7.5 kGy. FT-IR and Raman spectroscopy revealed differences in betalain concentrations, indicating that irradiation did not significantly alter the spectral profiles. However, chemical changes were detected in the PC sample compared to the PT sample. In the PT sample, at least three distinct paramagnetic centers were identified. A six-line EPR spectrum was assigned to Mn2+ ions (center I). Center II arises from at least two radical species, with the dominant radical exhibiting hyperfine interaction with one α-type and two nearly equivalent β-type protons and characterized by a g-value of 2.0023. The cellulosic component of the pitaya contributes to the formation of center III, which exhibits a g-value of 2.0027. In the PC sample, only center III was detected, with no evidence of Mn2+ signals.

为了确保食品和水果安全,必须使用准确和适当的技术,使辐照产品能够被识别和标记,从而防止其掺假及其衍生物。在此背景下,在本研究中,我们利用x射线荧光(XRF)、x射线衍射(XRD)、傅里叶变换红外(FT-IR)、拉曼和电子顺磁共振(EPR)光谱技术以及热分析(TGA/DSC),对实验室制备(PT)和商业(PC)样品的γ辐照红火龙果皮面粉的物理化学性质进行了评价。样品含水率为8.01% ~ 16.38%,其中PC样品在3.5 kGy时含水率最高,为16.38%,PT样品在7.5 kGy时含水率最高,为10.56%。FT-IR和拉曼光谱显示了甜菜素浓度的差异,表明辐照没有显著改变光谱分布。然而,与PT样品相比,在PC样品中检测到化学变化。在PT样品中,至少有三个不同的顺磁中心被确定。6线EPR谱被分配给Mn2+离子(中心I)。中心II至少由两种自由基产生,其中优势自由基与1个α型质子和2个几乎相等的β型质子发生超精细相互作用,其g值为2.0023。火龙果的纤维素组分有助于中心III的形成,其g值为2.0027。在PC样品中,只检测到中心III,没有Mn2+信号的证据。
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引用次数: 0
Research on data-driven rapid nondestructive quality evaluation method, Calculus Bovis as an example. 数据驱动的快速无损质量评价方法研究,以Calculus Bovis为例。
IF 4.6 Pub Date : 2026-03-10 DOI: 10.1016/j.saa.2026.127716
Mengyin Tian, Xiaobo Ma, Hengchang Zang

To address the low accuracy of traditional methods for animal-derived products due to spatial heterogeneity and limited portable tools resolution. This study built a data-driven rapid non-destructive framework integrating portable near infrared, multi-location spectral fusion, and machine learning. It applied low-level (raw spectral stitching) and mid-level (feature stitching) fusion for Calculus bovis heterogeneity, combined with variable selection. Qualitatively, the accuracy of the optimized linear model achieved 96.70%. Quantitatively, the mid-level model demonstrated superior performance compared to the other models, achieving the R2 value of 0.9450 and the RPD value of 2.89. This framework meets the demands of analytical chemistry for on-site efficacy and qualitative/quantitative precision and provides a transferable paradigm for complex natural products.

为了解决由于空间异质性和便携式工具分辨率有限而导致的传统动物源性产品检测方法准确性低的问题。本研究建立了一个数据驱动的快速无损框架,集成了便携式近红外、多位置光谱融合和机器学习。结合变量选择,对牛微积分的异质性进行低水平(原始光谱拼接)和中级(特征拼接)融合。定性上,优化后的线性模型准确率达到96.70%。定量上,中级模型表现出优于其他模型的性能,R2值为0.9450,RPD值为2.89。该框架满足了分析化学对现场有效性和定性/定量精度的要求,并为复杂的天然产物提供了可转移的范例。
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引用次数: 0
Explicitly correlated and CBS study of the internal rotation in CH3SH, CH3SD, CD3SH, CD3SD, 13CH3SH, and CH334SH molecules, including corrections on anharmonic ZPVE and relativistic effects. CH3SH、CH3SD、CD3SH、CD3SD、13CH3SH和CH334SH分子内旋的显式相关和CBS研究,包括对非调和ZPVE和相对论效应的修正。
IF 4.6 Pub Date : 2026-03-09 DOI: 10.1016/j.saa.2026.127689
George A Pitsevich, Alex E Malevich, Heorhi S Baranau, Uladzimir U Sapeshka, Alexander A Kamnev

The energies of stationary torsional states of methanethiol (methyl mercaptan; CH₃SH) and several of its isotopic analogs (CH₃SD, CD₃SH, CD₃SD, 13CH₃SH, and CH₃34SH), which are of considerable interest in astronomical studies, were calculated using several levels of theory, including extrapolation to the complete basis set (CBS) limit and explicitly correlated methods. The potential energy function and kinetic coefficients were computed at the CCSD(T)-F12-RI/Aug-cc-pVTZ-F12, MP2/CBS(Aug-ano-VDZ, Aug-ano-VTZ, Aug-ano-VQZ), and MP2/CBS(dAug-cc-pVDZ, dAug-cc-pVTZ, dAug-cc-pVQZ) levels of theory. Analysis of the calculation results indicates that incorporating corrections to the initial potential energy functions for relativistic effects and zero-point vibrational energy (ZPVE) is essential. The magnitude of the additional potential barrier arising from ZPVE was determined directly from anharmonic calculations, while the functional dependence of this correction on the torsional coordinate was obtained by scaling the corresponding function calculated in the harmonic approximation. Consideration of a parameter χ0 that is independent of the vibrational quantum numbers but depends on the molecular structural parameters also proved to be important. The calculated energies of stationary torsional states of the CH₃SH molecule at certain levels of theory and for relatively low torsional energies appeared to be in good agreement with experiment. Even better agreement between calculated and experimental data, extending over a wider energy range, was obtained for CH₃SD. The computed values of tunneling splitting of the ground vibrational states and the energies of torsional level of CD₃SH, CD₃SD, 13CH₃SH, and CH₃34SH may be useful for analyzing their torsional-rotational spectra.

甲烷硫醇(甲基硫醇;CH₃SH)和它的几个同位素类似物(CH₃SD, CD₃SH, CD₃SD, 13CH₃SH和CH₃34SH)的静止扭转态的能量在天文学研究中有相当大的兴趣,它们是用几个层次的理论计算的,包括外推到完全基集(CBS)极限和明确相关的方法。计算了理论水平CCSD(T)-F12-RI/Aug-cc-pVTZ-F12、MP2/CBS(Aug-ano-VDZ、Aug-ano-VTZ、Aug-ano-VQZ)和MP2/CBS(aug -cc- pvdz、aug -cc- pvtz、aug -cc- pvqz)的势能函数和动力学系数。计算结果分析表明,对相对论效应的初始势能函数和零点振动能(ZPVE)进行修正是必要的。ZPVE产生的附加势垒的大小直接由非调和计算确定,而该修正与扭转坐标的函数依赖关系是通过缩放调和近似中计算的相应函数来获得的。考虑与振动量子数无关但取决于分子结构参数的参数χ0也被证明是重要的。在一定的理论水平上和相对较低的扭转能下,计算出的CH₃SH分子的稳态扭转态能量与实验结果一致。对于CH₃SD,计算数据和实验数据之间的一致性更好,扩展到更宽的能量范围。CD₃SH、CD₃SD、13CH₃SH和CH₃34SH的基底振动态的隧道分裂计算值和扭转能级能量可能对分析它们的扭转-旋转谱有用。
{"title":"Explicitly correlated and CBS study of the internal rotation in CH<sub>3</sub>SH, CH<sub>3</sub>SD, CD<sub>3</sub>SH, CD<sub>3</sub>SD, <sup>13</sup>CH<sub>3</sub>SH, and CH<sub>3</sub><sup>34</sup>SH molecules, including corrections on anharmonic ZPVE and relativistic effects.","authors":"George A Pitsevich, Alex E Malevich, Heorhi S Baranau, Uladzimir U Sapeshka, Alexander A Kamnev","doi":"10.1016/j.saa.2026.127689","DOIUrl":"https://doi.org/10.1016/j.saa.2026.127689","url":null,"abstract":"<p><p>The energies of stationary torsional states of methanethiol (methyl mercaptan; CH₃SH) and several of its isotopic analogs (CH₃SD, CD₃SH, CD₃SD, <sup>13</sup>CH₃SH, and CH₃<sup>34</sup>SH), which are of considerable interest in astronomical studies, were calculated using several levels of theory, including extrapolation to the complete basis set (CBS) limit and explicitly correlated methods. The potential energy function and kinetic coefficients were computed at the CCSD(T)-F12-RI/Aug-cc-pVTZ-F12, MP2/CBS(Aug-ano-VDZ, Aug-ano-VTZ, Aug-ano-VQZ), and MP2/CBS(dAug-cc-pVDZ, dAug-cc-pVTZ, dAug-cc-pVQZ) levels of theory. Analysis of the calculation results indicates that incorporating corrections to the initial potential energy functions for relativistic effects and zero-point vibrational energy (ZPVE) is essential. The magnitude of the additional potential barrier arising from ZPVE was determined directly from anharmonic calculations, while the functional dependence of this correction on the torsional coordinate was obtained by scaling the corresponding function calculated in the harmonic approximation. Consideration of a parameter χ<sub>0</sub> that is independent of the vibrational quantum numbers but depends on the molecular structural parameters also proved to be important. The calculated energies of stationary torsional states of the CH₃SH molecule at certain levels of theory and for relatively low torsional energies appeared to be in good agreement with experiment. Even better agreement between calculated and experimental data, extending over a wider energy range, was obtained for CH₃SD. The computed values of tunneling splitting of the ground vibrational states and the energies of torsional level of CD₃SH, CD₃SD, <sup>13</sup>CH₃SH, and CH₃<sup>34</sup>SH may be useful for analyzing their torsional-rotational spectra.</p>","PeriodicalId":94213,"journal":{"name":"Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy","volume":"356 ","pages":"127689"},"PeriodicalIF":4.6,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147494599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A single near-infrared light-triggered nanoplatform based on upconversion nanoparticles for synergistic photodynamic/photothermal therapy. 基于上转换纳米粒子的单一近红外光触发纳米平台,用于协同光动力/光热治疗。
IF 4.6 Pub Date : 2026-02-20 DOI: 10.1016/j.saa.2026.127590
Tingyuan Pang, Xuedi Xie, Guoxian Feng, Sijia Zheng, Zhenghao Li, Jia Li, Wenying Shu, Dongsheng Peng, Xiaoshun Jian, Ling Han, Meimei Zhang

Gynecological tumors pose a serious risk to female health, and traditional therapies have many limitations. Here, we developed a near-infrared light-triggered nanoplatform (UCNPs@SiO₂-MB@PDA) for synergistic photodynamic therapy (PDT) and photothermal therapy (PTT) of deep tumors. The nanoplatform takes the UCNPs as the core, wraps the silica shell loaded with the photosensitizer MB via the inverse microemulsion method, and finally modifies the surface of the PDA. Under 980 nm excitation, the red light emitted by the UCNPs can effectively activate MB to produce singlet oxygen through luminescence resonance energy transfer, achieving PDT. At the same time, the PDA shell can efficiently absorb the multiband emitted light of the UCNPs and convert it into thermal energy, achieving PTT with a photothermal conversion efficiency of 35.6%. In vitro cell experiments have shown that the material has good biocompatibility and can be effectively internalized by tumor cells. Under near-infrared light irradiation, its killing effect on HeLa cells was considerably better than that of monotherapy, and the cell survival rate decreased to 18.9% when the cells were exposed to a concentration of 200 μg/mL. The results of the live/dead cell staining further confirmed the excellent synergistic antitumor performance of these materials. This work offers a promising strategy for the precise and effective treatment of deep tumors.

妇科肿瘤严重危害女性健康,传统治疗方法存在诸多局限性。在这里,我们开发了一种近红外光触发的纳米平台(UCNPs@SiO₂-MB@PDA),用于深部肿瘤的协同光动力治疗(PDT)和光热治疗(PTT)。该纳米平台以UCNPs为核心,通过反相微乳液法包裹载有光敏剂MB的二氧化硅外壳,最后修饰PDA表面。在980 nm激发下,UCNPs发出的红光可以通过发光共振能量转移有效激活MB产生单重态氧,实现PDT。同时,PDA外壳能够有效吸收UCNPs的多波段发射光并将其转化为热能,实现PTT,光热转换效率为35.6%。体外细胞实验表明,该材料具有良好的生物相容性,可被肿瘤细胞有效内化。在近红外光照射下,其对HeLa细胞的杀伤效果明显优于单药,当浓度为200 μg/mL时,细胞存活率降至18.9%。活细胞/死细胞染色结果进一步证实了这些材料具有良好的协同抗肿瘤性能。这项工作为精确有效地治疗深部肿瘤提供了一个有希望的策略。
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引用次数: 0
A rapid diagnostic approach for COPD utilizing multimodal serum spectra integrated with machine learning algorithms. 利用多模态血清谱与机器学习算法相结合的COPD快速诊断方法。
IF 4.6 Pub Date : 2026-02-11 DOI: 10.1016/j.saa.2026.127578
Ziyi Fang, Xiangxiang Zheng, Yiwei Gong, Hui Zhao, Nazhaketi Simayili, Wubulitalifu Dawuti, Xiaojuan Bi, Renyong Lin, Guodong Lü

Chronic Obstructive Pulmonary Disease (COPD) is a major global respiratory illness causing death and disability. Traditional methods lack consistent standards, often miss diagnoses, and cannot explore diseases' molecular relationships. Thus, there is a need for a diagnostic method that is both efficient and convenient. This study aimed to evaluate the potential of diagnosing COPD, Non-COPD (Pulmonary infection), and Healthy Group using serum fluorescence, Raman, and surface-enhanced Raman spectra (FS, RS, and SERS) algorithms combined with eight machine learning algorithms. The experiment reveals variations at each peak by examining the serum FS, RS, and SERS of COPD patients compared to the control group. The combination of serum RS or SERS with machine learning algorithms provides superior classification results compared to serum FS. Serum SERS and machine learning algorithms classify COPD and healthy individuals with over 0.98 accuracy. Serum SERS combined with the synthetic minority over-sampling technique (SMOTE) -gradient boosting (GB) algorithm achieves a three-classification accuracy of 0.84. In summary, the integration of serum SERS with SMOTE-GB machine learning techniques showed significant promise for COPD detection.

慢性阻塞性肺疾病(COPD)是导致死亡和残疾的主要全球呼吸系统疾病。传统方法缺乏统一的标准,经常漏诊,不能探索疾病的分子关系。因此,需要一种既高效又方便的诊断方法。本研究旨在评估使用血清荧光、拉曼和表面增强拉曼光谱(FS、RS和SERS)算法结合8种机器学习算法诊断COPD、非COPD(肺部感染)和健康组的潜力。实验通过检测COPD患者与对照组相比的血清FS、RS和SERS,揭示了每个峰值的变化。与血清FS相比,血清RS或SERS与机器学习算法的结合提供了更好的分类结果。血清SERS和机器学习算法对COPD和健康个体的分类准确率超过0.98。血清SERS结合合成少数过采样技术(SMOTE) -梯度增强(GB)算法实现了0.84的三分类准确率。综上所述,血清SERS与SMOTE-GB机器学习技术的整合在COPD检测中显示出显著的前景。
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引用次数: 0
Polarized Raman spectra of ethylene glycol in the region of 2500-4000 cm-1: An influence of heating and dissolution in water. 2500-4000 cm-1区域内乙二醇的偏振拉曼光谱:加热和水中溶解的影响。
IF 4.6 Pub Date : 2026-02-08 DOI: 10.1016/j.saa.2026.127575
L Yu Kozlova, S O Liubimovskii, V V Kuzmin, S V Gudkov, G Yu Nikolaeva, V S Novikov

In our previous work, the region of 2500-4000 cm-1 of non-polarized Raman spectrum was used to evaluate the relative contents of the components of EG aqueous solutions at room temperature. In this short communication, we trace for the first time the evolution of polarized Raman spectra of EG in this spectral region in the temperature range of 30-100 °C. We concluded that use of the Raman method, proposed for the room-temperature measurements, requires slight modification for exploitation at higher temperatures. In particular, it is necessary to account for change of the peak position and shape of the OH stretching band. Also, for analysis of the EG solution composition, we propose to use the polarized Raman spectra instead of the non-polarized ones. We showed that the polarized spectra weakly depend on used Raman setup and, thus, ensure analysis that is more reliable and unambiguous. The results of this work can be in demand for development and testing antifreezes, heat-transfer agents and other EG-containing products, which are used at high temperatures.

在我们之前的工作中,我们使用了2500-4000 cm-1的非极化拉曼光谱区域来评估室温下EG水溶液中组分的相对含量。在这篇简短的通信中,我们首次追踪了EG在30-100℃温度范围内该光谱区域的偏振拉曼光谱的演化。我们的结论是,使用拉曼方法,建议用于室温测量,需要稍微修改在更高的温度下开发。尤其要考虑到氢氧根拉伸带的峰位和形状的变化。此外,对于EG溶液组成的分析,我们建议使用极化拉曼光谱代替非极化拉曼光谱。我们发现偏振光谱弱依赖于所使用的拉曼设置,从而确保分析更加可靠和明确。这项工作的结果可用于开发和测试防冻剂、导热剂和其他含egg的产品,这些产品在高温下使用。
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引用次数: 0
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Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
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