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Rapid appearance of caffeine in plasma of rats exposed to e-cigarette smoke, analyzed using a validated LC-MS/MS method 暴露于电子烟烟雾的大鼠血浆中咖啡因的快速出现,使用经过验证的LC-MS/MS方法进行分析。
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-13 DOI: 10.1016/j.jpba.2025.117317
Keisuke Muranaka , Junpei Mutoh , Makoto Takada , Yutaro Yanagita , Kanta Noguchi , Ken Tachibana , Naoya Kishikawa , Naotaka Kuroda , Mitsuhiro Wada
Although electronic cigarettes (e-cigarettes) that enable inhalation of caffeine (Caf) are commercially available, the pharmacokinetic (PK) properties of Caf intake via e-cigarette smoking are unclear. The present study used a validated LC-MS/MS method to compare the PK parameters of Caf and its metabolites (Cafs) in rat plasma after oral (p.o.) administration of Caf and exposure to e-cigarette smoke. The LC-MS/MS method was validated for Caf and metabolites such as paraxanthine (PX), theophylline (TP), theobromine, 1,3,7-trimethyluric acid, 3-methylxanthine, 1,3-dimethyluric acid, and 1,7-dimethyluric acid. Quantitation of Cafs in deproteinated rat plasma was achieved. Rats were exposed to e-cigarette smoke for 1 and 3 min, and then plasma was collected until 90 min. Although the Caf exposure dose for rats was estimated as very low, quantitation of Caf, PX, and TP was possible using the proposed LC-MS/MS method. The maximum concentrations of Caf after 1 and 3 min of exposure to e-cigarette smoke were similar to those observed after p.o. administration of 40 and 90 μg/kg, respectively. Furthermore, PK parameters such as the concentration peak time (3.0 min for 1- and 3-min exposure) and absorption rate constant (0.62 for 1 min and 0.91 min−1 for 3 min) for e-cigarette smoke exposure differed significantly from p.o. administration (50.0 min and 36.7 min, and 0.045 and 0.070 min−1) (P < 0.05). By contrast, no difference was observed between PX and TP. This is the first report demonstrating the rapid appearance of Caf in rat plasma after exposure to e-cigarette smoke.
虽然可以吸入咖啡因的电子烟(电子烟)已经上市,但通过电子烟摄入咖啡因的药代动力学(PK)特性尚不清楚。本研究采用一种经过验证的LC-MS/MS方法,比较口服(p.o)给药和暴露于电子烟烟雾后大鼠血浆中咖啡及其代谢物(Cafs)的PK参数。验证了LC-MS/MS方法对咖啡因及其代谢物如副黄嘌呤(PX)、茶碱(TP)、可可碱、1,3,7-三甲基尿酸、3-甲基黄嘌呤、1,3-二甲基尿酸和1,7-二甲基尿酸的检测效果。测定了脱蛋白大鼠血浆中钙素的含量。大鼠暴露于电子烟烟雾1和3 min,然后收集血浆至90 min。虽然估计大鼠的Caf暴露剂量很低,但可以使用所提出的LC-MS/MS方法定量Caf、PX和TP。暴露于电子烟烟雾1和3 min后,咖啡的最大浓度分别与po给药40和90 μg/kg后相似。此外,电子烟烟雾暴露的浓度峰时间(1和3 min为3.0 min)和吸收速率常数(1 min为0.62,3 min为0.91 min-1)等PK参数与p.o.(50.0 min和36.7 min, 0.045和0.070 min-1)存在显著差异
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引用次数: 0
Fluorescence spectral-chromaticity mapping for non-destructive authentication of herbal medicines 荧光光谱-色度图在中药无损鉴定中的应用
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-12 DOI: 10.1016/j.jpba.2025.117307
Jiawei Feng , Guirong Bu , Xigui Song , Peiyu Wu , Zhiyuan Yan , Shenfei Chen , Qi Yao
Identification of the authenticity of herbal medicines is crucial to ensure their safety and efficacy, yet quantitative, accurate, and practical identification methods remain limited. This work introduces a fluorescence-based approach for distinguishing authentic and counterfeit herbal medicines by analyzing their spectral and chromaticity features under 365 nm UV excitation. A hyperspectral imaging camera was employed to collect the spectral data from three groups of herbal medicines, Ziziphi Spinosae Semen (ZSS), Aurantii Fructus (AF), Carthami Flos (CF) and their common counterfeits (a total of 326 pieces of spectral data in the three groups, 158, 80, 88 respectively). The critical difference between ZSS, AF, CF and their counterfeits was obtained by extracting the fluorescence spectrum features. The mapping relationships between the spectrum features of ZSS and the colorimetric features were established by using the Fast Formula Fitting (FFF) and Neural Network Fitting (NNF) methods. The correlation coefficients of the two fitting methods in three groups were 0.985, 0.995, 0.999 and 0.992, 0.998, 0.989 respectively. The spectral power distribution in the range of 400–780 nm (good for AF, CF and their counterfeits) and 470–780 nm (good for ZSS and its counterfeits) were identified as optimal for color-based discrimination, guiding future filter selection for portable devices. Both methods enabled pixel-level authentication with high precision, supported by a defined chromaticity visualization zone. This non-destructive, quantitative technique facilitates simple and accurate herbal medicine verification, paving the way for low-cost, portable authenticity detection systems.
鉴定草药的真伪对确保其安全性和有效性至关重要,但定量、准确和实用的鉴定方法仍然有限。本文介绍了一种基于荧光的方法,通过分析它们在365 nm紫外线激发下的光谱和色度特征来区分正品和假冒草药。采用高光谱成像仪采集了三组中药材Ziziphi Spinosae Semen (ZSS)、Aurantii Fructus (AF)、Carthami Flos (CF)及其常见假药的光谱数据(三组共326条,分别为158条、80条、88条)。通过提取荧光光谱特征,得到ZSS、AF、CF与仿冒品的临界差异。采用快速公式拟合(FFF)和神经网络拟合(NNF)方法建立了ZSS光谱特征与比色特征之间的映射关系。三组两种拟合方法的相关系数分别为0.985、0.995、0.999和0.992、0.998、0.989。400-780 nm(适用于AF、CF及其仿制品)和470-780 nm(适用于ZSS及其仿制品)范围内的光谱功率分布是基于颜色识别的最佳选择,为未来便携式设备的滤波器选择提供了指导。这两种方法都支持高精度的像素级身份验证,并由定义的色度可视化区域提供支持。这种非破坏性的定量技术促进了简单、准确的草药验证,为低成本、便携式的真实性检测系统铺平了道路。
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引用次数: 0
Corrigendum to “Validation and quantitation of six neurotransmitters in rat plasma and brain using liquid chromatography quadrupole-time-of-flight mass spectrometry” [J. Pharm. Biomed. Anal., 267 (2026) 117145] “用液相色谱-四极杆飞行时间质谱法验证和定量大鼠血浆和脑中的六种神经递质”的勘误表[J]。制药。生物医学。分析的。, 267 (2026) 117145]
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-12 DOI: 10.1016/j.jpba.2025.117314
Laerissa Reveil , Maria Lasaosa , Amanda Furman , A.M. Iqbal O’Meara , Matthew S. Halquist
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引用次数: 0
Selective and sensitive determination of amlodipine in binary mixtures using a nanomaterial-assisted molecularly imprinted electrochemical sensor 纳米材料辅助分子印迹电化学传感器选择性灵敏测定二元混合物中的氨氯地平
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-11 DOI: 10.1016/j.jpba.2025.117316
Berfu Bekmez , Fatma Budak , Ahmet Cetinkaya , Sibel A. Ozkan
Cardiovascular disease, one of the leading causes of death in developing countries, is mainly caused by the combination of arterial hypertension and dyslipidemia as major risk factors. Amlodipine (AML) is a calcium channel blocker that inhibits extracellular calcium influx across the membranes of myocardial and vascular smooth muscle cells, thereby reducing contraction and dilating coronary and systemic arteries. This study aimed to design a nanoparticle-supported molecularly imprinted polymer (MIP)-based electrochemical sensor with selective and sensitive sensitivity for the quantitative analysis of both binary drug mixtures and AML. The modified sensor was produced by the electropolymerization (EP) method in the presence of 4-aminobenzoic acid (4-ABA) as the functional monomer, pyrrole (Py) as the copolymerization monomer, and the target molecule AML. The incorporation of silver nanoparticles (AgNPs) into the MIP-based electrochemical sensor increased its active surface area and porosity. The AML/4-ABA-co-Py@AgNPs/MIP-GCE sensor was characterized both electrochemically (electrochemical impedance spectroscopy (EIS) and cyclic voltammetry (CV)) and by surface morphology (scanning electron microscopy (SEM)). The quantification of AML was performed using differential pulse voltammetry (DPV) with the direct method in a 5.0 mM [Fe(CN)6]3-/4 solution, yielding a linear range of 0.1–1.0 pM. The applicability and accuracy of the sensor were evaluated by recovery studies in tablet forms containing binary mixtures. In addition, to demonstrate the sensor's selectivity, a selectivity study was performed in the presence of components with chemical structures similar to those of AML, and its high selectivity was confirmed by the relative suppression factors for AML. In conclusion, this newly developed sensor for AML offers many advantages, such as selective, sensitive, fast, and inexpensive analysis.
心血管疾病是发展中国家的主要死亡原因之一,主要由动脉高血压和血脂异常共同引起,是主要危险因素。氨氯地平(AML)是一种钙通道阻滞剂,可抑制细胞外钙通过心肌和血管平滑肌细胞膜流入,从而减少冠状动脉和全身动脉的收缩和扩张。本研究旨在设计一种基于纳米颗粒支撑的分子印迹聚合物(MIP)的电化学传感器,该传感器具有选择性和敏感性,可用于二元药物混合物和AML的定量分析。以4-氨基苯甲酸(4-ABA)为功能单体,吡咯(Py)为共聚单体,目标分子AML为目标分子,采用电聚合(EP)法制备了改性传感器。将银纳米颗粒(AgNPs)加入到基于mip的电化学传感器中,增加了其活性表面积和孔隙率。对AML/4-ABA-co-Py@AgNPs/MIP-GCE传感器进行了电化学(电化学阻抗谱(EIS)和循环伏安法(CV))和表面形貌(扫描电镜(SEM))表征。AML的定量采用差分脉冲伏安法(DPV),在5.0 mM [Fe(CN)6]3-/4溶液中直接测定,线性范围为0.1-1.0 pM。通过对含二元混合物片剂的回收率研究,评价了该传感器的适用性和准确性。此外,为了证明该传感器的选择性,在与AML化学结构相似的成分存在下进行了选择性研究,并通过AML的相对抑制因子证实了其高选择性。总之,这种新开发的AML传感器具有选择性、敏感性、快速和廉价等优点。
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引用次数: 0
Comprehensive characterization of the pharmacokinetics, tissue distribution, and metabolism of Bufei Formula in rats 补肺方在大鼠体内的药动学、组织分布和代谢的综合表征
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-09 DOI: 10.1016/j.jpba.2025.117315
Hou-Xu Ma , Na-Wei Qi , Xiao-Lin Yang , Fei Li
Bufei Formula (BF), consisting of nine traditional Chinese medicinal herbs, is clinically applied to tonify qi, nourish the lung, relieve cough, and alleviate asthma. However, the chemical complexity of BF has hindered a clear understanding of its pharmacodynamic material basis and underlying in vivo mechanisms. This study aims to systematically elucidate the pharmacokinetics, tissue distribution, and metabolic profiles of BF in rats, thereby laying the groundwork for understanding its pharmacodynamic material basis. First, ultra-performance liquid chromatography (UPLC) was used to identify 18 major active constituents of BF. Subsequently, ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was employed to identify prototype compounds and metabolites in rat plasma, urine, feces, and tissues following oral administration of BF. In addition, a validated UPLC-MS/MS method was established for quantifying 14 active constituents. In total, 63 constituents were identified in vivo, including 17 prototype compounds and 46 metabolites. Among them, eight compounds showed the mean time to maximum plasma concentration (Tmax) of 0.112–0.987 h, maximum plasma concentrations (Cmax) of 4.995–213.333 μg/L, and the area under the plasma concentration–time curve (AUC) of 7.557–692.082 μg·h/L. Tissue distribution analysis revealed that the 14 quantified compounds were widely distributed in multiple organs, with predominant accumulation in the lung and colon, suggesting them as potential target organs. These findings provide a valuable reference for the clinical application of BF and evidence for elucidating its pharmacodynamic material basis.
补肺方(BF)由九种中草药组成,临床上用于补气,养肺,止咳,缓解哮喘。然而,BF的化学复杂性阻碍了对其药效学、物质基础和体内机制的清晰认识。本研究旨在系统阐明BF在大鼠体内的药代动力学、组织分布和代谢特征,为了解其药效学物质基础奠定基础。首先,采用超高效液相色谱法(UPLC)鉴定了BF的18种主要有效成分。随后,采用超高效液相色谱-串联质谱法(UPLC-MS/MS)鉴定口服BF后大鼠血浆、尿液、粪便和组织中的原型化合物和代谢物。此外,建立了有效的UPLC-MS/MS方法定量测定14种有效成分。总共在体内鉴定了63种成分,包括17种原型化合物和46种代谢物。其中8个化合物达到最大血药浓度的平均时间(Tmax)为0.112 ~ 0.987 h,最大血药浓度(Cmax)为4.995 ~ 213.333 μg/L,血药-时间曲线下面积(AUC)为7.557 ~ 692.082 μg·h/L。组织分布分析显示,14种定量化合物广泛分布于多个器官,以肺和结肠富集为主,提示它们可能是潜在的靶器官。这些发现为其临床应用提供了有价值的参考,并为阐明其药效学物质基础提供了证据。
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引用次数: 0
The role of syringe residue analysis in identifying substances consumed in sexualized drug use practices 注射器残留物分析在识别性药物使用实践中消耗的物质中的作用
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-08 DOI: 10.1016/j.jpba.2025.117311
Carlos Pernas-Fraguela , Rosario Rodil , José Benito Quintana , Antonio Saez , Ruth Olmos , Joan Mestre , Manuel Isorna , Rosa Montes
Chemsex is a practice mostly extended between men who have sex with men under drugs effects to enhance and/or prolong sexual activities. Within chemsex, slamming consists of intravenous consumption of substances such as cathinones and amphetamines. Syringe residue analysis is a relatively new alternative for knowing with accuracy the substances consumed by the users. Although several studies have been carried out applying the technique, none of them was focused on this population group. In this work, syringes were obtained from a drug addiction assistance centre from Madrid (Spain). Samples were processed by rinsing with methanol and injected in a liquid chromatography coupled to high resolution mass spectrometry system. Data (acquired in data dependent mode) were processed using a suspect screening approach. In total, 122 syringes from three sampling campaigns were analyzed. The compounds belonging to the cathinones’ group were the most frequently detected (99 %), followed by amphetamines and cocaine. The most consumed cathinone was chloromethcathinone, but also others as methylmethcathinone, pentedrone or N,N-dimethylpentylone were identified. Furthermore, temporal trends were detected during the different sampling campaigns. Thus, this technique allowed us to determine in an accurate way the substances consumed during slamming sessions, which may differ from the self-declared ones in surveys. Moreover, temporal trends were observed, that align with the market changes and regulation of cathinones.
Chemsex(化学性交)是一种在男性之间发生性行为的行为,主要是在药物作用下进行的,以增强和/或延长性活动。在化学性爱中,吸毒包括静脉注射卡西酮和安非他明等物质。注射器残留分析是一种相对较新的方法,可以准确地了解使用者使用的物质。虽然应用这项技术进行了几项研究,但没有一项是针对这一人群的。在这项工作中,注射器是从马德里(西班牙)的一个毒瘾援助中心获得的。样品经甲醇冲洗后,进样于液相色谱-高分辨率质谱联用系统。数据(以数据依赖模式获得)使用可疑筛选方法进行处理。共分析了三个采样活动的122支注射器。卡西酮类化合物最常被检测到(99% %),其次是安非他明和可卡因。卡西酮用量最大的是氯甲基卡西酮,其次是甲基卡西酮、戊酮或N,N-二甲基戊酮。此外,在不同的抽样活动期间检测了时间趋势。因此,这项技术使我们能够以一种准确的方式确定在重击过程中消耗的物质,这可能与调查中自我宣布的物质不同。此外,观察到与卡西酮的市场变化和监管相一致的时间趋势。
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引用次数: 0
Integrating multi–wavelength HPLC fingerprinting and electrochemical profiling with chemometrics for comprehensive quality assessment of Kangfuxin Liquid 结合多波长高效液相色谱指纹图谱、电化学谱分析和化学计量学对康复心液质量进行综合评价
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-08 DOI: 10.1016/j.jpba.2025.117308
Xiang Li , Ting Yang , Fan Zhang , Guoxiang Sun , Mingxiao Hou , Yunen Liu
Kangfuxin Liquid (KFX), a complex zoogenic medicine, faces challenges in quality control due to its multi-component nature and batch-to-batch variability. This study presents a novel integrated quality assessment strategy combining Four-wavelength maximization profiling (Four-WMP) HPLC with electrochemical fingerprinting (ECFP) for comprehensive evaluation of KFX. The Four-WMP method integrated chromatographic data from four wavelengths (236, 254, 265, and 280 nm) into a unified fingerprint, significantly enhancing chemical comprehensiveness compared to conventional single-wavelength approaches. Concurrently, ECFP provided unique insights into redox-active properties. Strong correlations were established between chemical fingerprints and antioxidant efficacy through Partial Least Squares (PLS) modeling (R2=0.8672, Q2=0.789), identifying critical quality markers including protocatechuic acid and adenosine. Substantial inter-manufacturer variation was observed, particularly in sodium benzoate content, highlighting significant quality inconsistencies. This multi-parametric framework provides a holistic and robust paradigm for quality control of KFX and similar complex medicines, effectively bridging chemical composition with bioactive relevance.
康复心液(KFX)是一种复杂的动物源性药物,由于其多组分性质和批次间的可变性,在质量控制方面面临挑战。本研究提出了一种结合四波长最大谱分析(4 - wmp)和电化学指纹图谱(ECFP)的综合质量评价策略。该方法将四个波长(236、254、265和280 nm)的色谱数据整合到一个统一的指纹图谱中,与传统的单波长方法相比,显著提高了化学的全面性。同时,ECFP提供了对氧化还原活性特性的独特见解。通过偏最小二乘法(PLS)建立化学指纹图谱与抗氧化效果之间的相关性(R2=0.8672, Q2=0.789),确定了关键质量指标,包括原儿茶酸和腺苷。观察到制造商之间存在很大差异,特别是在苯甲酸钠含量方面,突出了显著的质量不一致。该多参数框架为KFX和类似复杂药物的质量控制提供了一个整体和强大的范例,有效地将化学成分与生物活性相关性联系起来。
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引用次数: 0
SuHeXiang Wan in the treatment of stroke: Prediction potentially active metabolites using a combination of in silico analysis and experimental viability assessment 苏和香丸治疗脑卒中:利用计算机分析和实验可行性评估相结合的方法预测潜在的活性代谢物
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-08 DOI: 10.1016/j.jpba.2025.117313
Lingyu Shen , Wenxing Li , Yupeng Chen , Daogang Guan , Aiping Lu , Anqi Xu
SuHeXiang Wan (SHXW) is a renowned traditional Chinese medicine (TCM) prescription for treating stroke, but its active components remain largely unidentified. This study aimed to screen potential active compounds of SHXW and reveal their underlying mechanisms in stroke treatment. Ingredients and compounds in SHXW were obtained from TCM databases and subjected to initial screening based on ADMET and physicochemical properties, followed by target gene prediction for each filtered compound. A comprehensive network of filtered compound–target gene–stroke pathogenic gene was constructed and optimized using a multi-objective optimization algorithm. Seventeen potential active compounds were identified, which primarily influenced neuroactive ligand-receptor interactions, arachidonic acid metabolism, and several signaling pathways including PI3K-Akt, calcium, and cAMP. Using an oxygen-glucose deprivation and reoxygenation (OGD/R) model, cirsiliol was identified as the lead compound, significantly enhancing cell viability and morphology, decreasing apoptosis, and reducing oxidative stress and inflammatory responses. Molecular docking and dynamics simulations revealed that cirsiliol stably binds to the NADPH binding pocket of CBR1 protein. Further experiments demonstrated that cirsiliol decreased 4-hydroxynonenal (4-HNE, a substrate of CBR1) levels. This study provides a methodological framework for screening active compounds in TCM prescriptions. The neuroprotective effects of cirsiliol against ischemic stroke merit further investigation.
苏和香丸是一种著名的治疗中风的中药处方,但其有效成分大部分尚未确定。本研究旨在筛选SHXW的潜在活性化合物,揭示其在脑卒中治疗中的潜在机制。从中药数据库中获取中药复方的成分和化合物,根据ADMET和理化性质进行初步筛选,然后对筛选后的化合物进行靶基因预测。构建了过滤化合物-靶基因-脑卒中致病基因的综合网络,并采用多目标优化算法进行了优化。鉴定出17种潜在的活性化合物,它们主要影响神经活性配体-受体相互作用、花生四烯酸代谢以及包括PI3K-Akt、钙和cAMP在内的几种信号通路。通过氧-葡萄糖剥夺和再氧化(OGD/R)模型,鉴定出千禧年醇为先导化合物,可显著提高细胞活力和形态,减少细胞凋亡,减少氧化应激和炎症反应。分子对接和动力学模拟表明,千青油稳定地结合在CBR1蛋白的NADPH结合口袋上。进一步的实验表明,千禧年醇降低了CBR1的底物4-羟基壬烯醛(4-HNE)的水平。本研究为中药处方中有效成分的筛选提供了一个方法学框架。茜草醇对缺血性脑卒中的神经保护作用值得进一步研究。
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引用次数: 0
Integrated multi-omics approaches and network pharmacology analysis to explore the diagnosis and regulatory role of active metabolites in allergy 综合多组学方法和网络药理学分析探讨活性代谢物在过敏中的诊断和调节作用
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-08 DOI: 10.1016/j.jpba.2025.117310
Yanhua Gao , Shi Qiao , Jun Li , Ruofan An , Hongpin Hou , Lianmei Wang , Zheng Yuan , Dezhi Kong , Wei Yang
Allergy is a common immune response often triggered by foods, medicine, and pollution, significantly affecting human health. Small-molecule metabolites, as the most direct phenotypic manifestations of biological systems, can directly elucidate gene functions and molecular mechanisms. However, the roles and mechanisms of small-molecule metabolites in allergies remain incompletely understood. In this study, we established an integrated strategy combining metabolomics, network pharmacology, and proteomics to identify active metabolites and clarify their regulatory roles in bovine serum albumin (BSA)-induced allergy. 61 differential metabolites associated with allergy were identified and validated through untargeted and targeted metabolomic analyses of plasma. Combining network pharmacology and proteomics, eight activated differential metabolites affect the complement and coagulation cascades pathway through the proteins F10, F2, and PLG in BSA-induced allergy. This mechanism was further corroborated by proteomic validation of 12 related proteins altered in the complement and coagulation cascades pathway. Through correlation and receiver operating characteristic (ROC) analyses, six diagnostic biomarkers for diagnosing BSA allergy were screened, with area under the ROC curve values exceeding 0.94. Metabolites No. 39 (Glutamylphenylalanine) and 43 (hippuraldehyde sulphate) show excellent sensitivity and accuracy for diagnosing BSA-induced allergy and play a key role in modulating the complement and coagulation cascade. This study found that active metabolites could serve as critical factors and diagnostic biomarkers in allergic responses, offering novel insights into the underlying mechanisms of allergy.
过敏是一种常见的免疫反应,通常由食物、药物和污染引发,严重影响人体健康。小分子代谢物作为生物系统最直接的表型表现,可以直接阐明基因功能和分子机制。然而,小分子代谢物在过敏中的作用和机制仍不完全清楚。在本研究中,我们建立了一种结合代谢组学、网络药理学和蛋白质组学的综合策略,以鉴定活性代谢物并阐明它们在牛血清白蛋白(BSA)诱导的过敏中的调节作用。通过血浆的非靶向和靶向代谢组学分析,鉴定并验证了61种与过敏相关的差异代谢物。结合网络药理学和蛋白质组学,8种活化的差异代谢物通过蛋白F10、F2和PLG影响bsa诱导过敏的补体和凝血级联通路。通过对补体和凝血级联通路中12个相关蛋白的蛋白质组学验证,进一步证实了这一机制。通过相关性和受试者工作特征(receiver operating characteristic, ROC)分析,筛选出6个诊断牛血清白蛋白过敏的诊断性生物标志物,其ROC曲线下面积均大于0.94。代谢物No. 39 (Glutamylphenylalanine)和43 (hippuraldehyde sulfate)在诊断bsa诱导的过敏中表现出极好的敏感性和准确性,并在调节补体和凝血级联中发挥关键作用。本研究发现,活性代谢物可以作为过敏反应的关键因素和诊断生物标志物,为过敏的潜在机制提供了新的见解。
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引用次数: 0
Data fusion and multivariate analysis based on near infrared spectroscopy, electronic noses, and high resolution mass spectrometry: A synergetic approach to boost performance on the authenticity analysis of toxic herbs for Aconitum 基于近红外光谱、电子鼻和高分辨率质谱的数据融合和多变量分析:提高乌头有毒药材真实性分析性能的协同方法
IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2025-12-08 DOI: 10.1016/j.jpba.2025.117312
Nian Yang , Shengyun Dai , Dongxue Wu , Rui Wu , Xiaoru Hu , Xu Zhao , Jian Zheng
Aconitum Traditional Chinese medicine, represented by Chuanwu (Aconiti Radix), Caowu (Aconiti Kusnezoffii Radix), Fuzi (Aconiti Lateralis Radix Praeparata), and their processed products ZhiChuanwu (Aconiti Radix Cocta), ZhiCaowu (Aconiti Kusnezoffii Radix Cocta), and ZhiFuzi, constitute a class of Chinese herbs characterized by a "dual nature of toxicity and efficacy." They possess pharmacological effects such as dispelling wind, eliminating dampness, and dispersing cold to relieve pain. Due to their high toxicity, the processed forms—ZhiChuanwu, ZhiCaowu, and ZhiFuzi—are predominantly used in clinical practice. ZhiFuzi is a key herb for warming Yang. ZhiChuanwu specializes in treating cold-bi syndrome (painful obstruction due to cold), and ZhiCaowu excels in pain relief. Therefore, the correct classification of these toxic Aconite materials is crucial for ensuring their quality control and appropriate clinical application. This study proposes a data fusion and multivariate analysis strategy based on near-infrared spectroscopy (NIR), electronic nose (E-nose), and high-resolution mass spectrometry (HRMS) for classifying these toxic Aconite herbs. Traditional chemometric modeling based on a single data source was found incapable of correctly classifying the three types of herbs. However, chemometrics combined with data fusion strategies enhanced the performance of the classification models. Furthermore, to identify the optimal combination of analytical modeling methods, the performance of different classification algorithms under various data training strategies was compared. PCA-Linear Discriminant Analysis (PCA-LDA) and PLS-DA, when combined with the feature-level fused dataset (NIR-E-nose-MS), yielded the best classification results. Overall, the classification strategy established in this study holds significant potential for classifying toxic Aconite medicinal materials.
以“川乌”、“草乌”、“附子”为代表的中药及其制成品“治川乌”、“治草乌”、“治附子”是一类具有“毒效双重性”的中草药。它们具有祛风、祛湿、散寒、止痛等药理作用。由于它们的高毒性,加工后的剂型——知喘乌、知草乌和知附子——主要用于临床。知府子是一种温阳的重要草药。止喘武擅长治疗感冒痹证,止草武擅长缓解疼痛。因此,对这些附子有毒物质进行正确的分类,对于保证其质量控制和临床合理应用至关重要。本研究提出了一种基于近红外光谱(NIR)、电子鼻(E-nose)和高分辨率质谱(HRMS)的数据融合和多变量分析策略,对这些附子有毒药材进行分类。传统的基于单一数据源的化学计量模型不能正确地对三种类型的草药进行分类。然而,化学计量学与数据融合策略的结合提高了分类模型的性能。此外,为了确定分析建模方法的最佳组合,比较了不同分类算法在不同数据训练策略下的性能。pca -线性判别分析(PCA-LDA)和PLS-DA与特征级融合数据集(NIR-E-nose-MS)相结合,分类效果最好。总的来说,本研究建立的分类策略对有毒附子药材的分类具有重要的潜力。
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Journal of pharmaceutical and biomedical analysis
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