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Plasmonic and quantitative lateral flow assay for grayscale imaging of neutralizing antibodies SARS-CoV-2 中和抗体SARS-CoV-2灰度成像的等离子体和定量横向流动试验
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-14 DOI: 10.1016/j.talo.2025.100504
Karla R. Castro , Isabela A. Mattioli , Graziela C. Sedenho , Thiago Bertaglia , Antônio F.A. Araújo , Manoel J.A. Lima , Beatriz G.R. da Silva , Mona N. Oliveira , Iris Todeschini , Phelipe M. Vitale , Erika R. Manuli , Geovana M. Pereira , Suzete C. Ferreira , Ester C. Sabino , Emanuel Carrilho , Frank N. Crespilho
Lateral flow immunoassays (LFIAs) have modernized decentralized mass testing and significantly impacted the healthcare system. It provides a rapid and accessible method for serological testing, which is an important tool for screening patients with past viral phases by detecting antibodies. Here, the development of a quantitative LFIA is presented, in which the receptor-binding domain of Spike protein-specific antibody (anti-S-RBD) in serum samples from previously infected with SARS-CoV-2 patients form an immune complex with the RBD protein immobilized on gold nanoparticles. For quantitative measurements, a methodology was developed based on the plasmonic behavior of gold nanoparticles and using a digital camera that processes images of the test lines in a closed chamber using the CYMK color system. The limits of detection and quantification were 0.22 and 0.70 µg mL–1, respectively. The proposed device has a manufacturing cost of less than US$ 1 from synthesizing the bioconjugates, assembly of the LFIA strips, and 3D printing of the cassettes. The platform could detect anti-S-RBD antibodies in human serum samples and can be particularly useful in strategies for monitoring IgG levels in the population.
侧流免疫测定法(LFIAs)使分散的大规模检测现代化,并对医疗保健系统产生了重大影响。它提供了一种快速、方便的血清学检测方法,是通过检测抗体筛选过去病毒期患者的重要工具。本文提出了一种定量LFIA的发展,其中先前感染SARS-CoV-2的患者血清样品中的Spike蛋白特异性抗体(抗s -RBD)的受体结合域与固定在金纳米颗粒上的RBD蛋白形成免疫复合物。对于定量测量,开发了一种基于金纳米粒子等离子体行为的方法,并使用数码相机在封闭的腔室中使用CYMK颜色系统处理测试线的图像。检测限为0.22µg mL-1,定量限为0.70µg mL-1。该装置的制造成本低于1美元,包括合成生物偶联物、组装LFIA条带和3D打印卡带。该平台可以检测人血清样本中的抗s - rbd抗体,在监测人群中IgG水平的策略中特别有用。
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引用次数: 0
Label-free masterful spectrofluorimetric systems for minuscule tracking of natural antioxidant vincamine in the pharmaceutical, environmental, and biological samples: Comparative greenness, whiteness, and blueness appraisal 无标签熟练的荧光光谱系统,用于制药,环境和生物样品中天然抗氧化剂长春胺的微小跟踪:比较绿色,白色和蓝色评估
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-13 DOI: 10.1016/j.talo.2025.100502
Eman Yosrey , Heba Elmansi , Shereen Shalan , Jenny Jeehan Nasr
In this work, we present two label-free spectrofluorimetric systems for the swift quantification of vincamine (VN) in various matrices without the need for knotty fluorescent dyes, drastic conditions, or expensive instrumentation, which are key merits of the quantifying procedures. The first method (Method I) relied on the direct mix-and-read assay for exploiting the intrinsic fluorescence of VN, adopting λex/em of 272/334 nm using water as a diluting solvent. The method fitted linearity across the concentrations of 1.00 – 10.00 µg mL¹. In the second method (Method II), upon turning off the photoinduced electron transfer (PET) of tertiary amine in the piperidine moiety to the indole scaffold using 0.1 M hydrochloric acid, the fluorescent signal was augmented up to 158 %. This commendable boost in the fluorescent sensitivity allowed the minute detection of VN in spiked human plasma with a standard deviation not exceeding 1.30. Using the acid-blocked PET-based probe, the fluorescent signal was linearly correlated with VN concentration across 0.25 – 6.00 µg mL¹ using λex/em of 277/323 nm. These streamlined procedures proficiently evaluated VN in both the sole and co-formulated capsules without any significant interference from capsule filler material or the co-formulated medication “piracetam”. In addition, the two submitted procedures were successfully executed to check VN through weight variation testing in the Brain-ox® capsules with good acceptance values. The constructed platforms ensemble estimated VN in the environmental samples (tap and river water) with acceptable percentage recoveries and standard deviations (0.95 – 1.65). The procedures' green, white, and blue fitness were appraised through a plethora of computational tools, including GAPI, AGREE, AGREEprep, the RGB 12 algorithm, and BAGI. The evaluation showed that the proposed works effectively strike a compromise between sustainability and functionality postulates. This highlighted that designed approaches are perfectly suited as ecological frameworks for minuscule assaying of VN in crucial pharmaceutical, biological, and environmental samples.
在这项工作中,我们提出了两种无标记荧光光谱法系统,用于快速定量各种基质中的长春胺(VN),而不需要复杂的荧光染料,苛刻的条件或昂贵的仪器,这是定量程序的关键优点。第一种方法(方法一)采用直接混合-读取法,以水为稀释溶剂,λex/em为272/334 nm,利用VN的本征荧光。该方法在1.00 - 10.00µg mL−¹浓度范围内线性拟合。在第二种方法(方法二)中,使用0.1 M盐酸关闭哌啶部分叔胺到吲哚支架的光致电子转移(PET)后,荧光信号增强到158%。这种值得称赞的荧光灵敏度的提高使得在加药的人血浆中微小地检测到VN,标准偏差不超过1.30。使用酸阻断pet探针,在λex/em为277/323 nm的范围内,荧光信号与VN浓度在0.25 ~ 6.00µg mL−¹范围内呈线性相关。这些简化的程序熟练地评估了单独和共配制胶囊中的VN,而不受胶囊填充材料或共配制药物“吡拉西坦”的任何显著干扰。此外,提交的两个程序成功执行,通过在Brain-ox®胶囊中进行重量变化测试来检查VN,具有良好的接受值。构建的平台集合估算了环境样品(自来水和河水)中的VN,回收率和标准偏差(0.95 - 1.65)可接受。程序的绿色、白色和蓝色适应度通过大量的计算工具进行评估,包括GAPI、AGREE、AGREEprep、RGB 12算法和BAGI。评估表明,提议的作品有效地在可持续性和功能性假设之间达成妥协。这突出表明,设计的方法非常适合作为在关键的制药、生物和环境样品中微量测定VN的生态框架。
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引用次数: 0
Highly selective room temperature detection of NO2 enabled by vanadyl oxygen vacancies in novel bilayer V2O5 利用新型双分子层V2O5中钒氧空位实现NO2的高选择性室温检测
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-09 DOI: 10.1016/j.talo.2025.100497
Reshma P R, Arun K Prasad
The primary challenge in developing a gas sensor is achieving high selectivity for the target gas. Most sensor materials respond to multiple gases, making it difficult to discern between various toxic gases. The present study reports the enhancement of the selectivity towards NO2 gas by introducing vanadyl oxygen (OI) vacancies in novel 2D V2O5. The chemical exfoliation process, which is utilized in the present study to synthesize bilayer nanosheets of V2O5, intrinsically generates OI vacancies. The presence of O-vacancy defects, predominantly OI vacancies, in the sample is confirmed using X-ray photoelectron spectroscopy, photoluminescence spectroscopy, and Raman spectroscopy. The bilayer 2D V2O5 showed a highly selective chemiresistive response towards NO2 gas at room temperature unlike normally observed higher temperature sensor response by V2O5, typically above 100 °C. Along with the effect of high surface to volume ratio, the room temperature gas sensing performance by 2D V2O5 stems from the presence of OI vacancy defects and the consequent increase in the surface activity. In addition, the presence of OI vacancies leads to highly selective response to NO2, since NO2 is a highly oxidizing gas with a pair of lone electrons. Hence, the present study is the first to reveal novel bilayer V2O5 sensor with a highly selective response to NO2 at ambient temperature.
开发气体传感器的主要挑战是实现对目标气体的高选择性。大多数传感器材料对多种气体有反应,因此很难区分各种有毒气体。本文报道了在新型2D V2O5中引入vanadyl氧(OI)空位,提高了对NO2气体的选择性。本研究利用化学剥离工艺合成V2O5双层纳米片,本质上产生OI空位。利用x射线光电子能谱、光致发光能谱和拉曼能谱证实了样品中存在o空位缺陷,主要是OI空位。在室温下,双层二维V2O5对NO2气体表现出高度选择性的化学反应,这与V2O5通常在100°C以上的高温传感器所观察到的反应不同。在高表面体积比的作用下,二维V2O5的室温气敏性能源于OI空位缺陷的存在以及随之而来的表面活性的提高。此外,OI空位的存在导致对NO2的高度选择性反应,因为NO2是一种具有一对孤电子的高氧化性气体。因此,本研究首次揭示了在环境温度下对NO2具有高度选择性响应的新型双层V2O5传感器。
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引用次数: 0
Advanced analytical and digital approaches for proactive detection of food fraud as an emerging contaminant threat 先进的分析和数字方法,主动检测食品欺诈作为一种新兴的污染物威胁
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-09 DOI: 10.1016/j.talo.2025.100499
Ahmed S. El-tahlawy , Abdullah S. Alawam , Hassan A. Rudayn , Ahmed A. Allam , Rehab Mahmoud , Hany Abd El-Raheem , Waleed Alahmad
The integrity of the global food supply is increasingly compromised by sophisticated fraudulent methods such as adulteration, mislabeling, and substitution. These deceptive practices introduce undisclosed and harmful substances that often evade traditional detection, posing significant risks to public health and consumer trust. This review synthesizes cutting-edge advancements in analytical and digital technologies that are redefining food fraud surveillance. We explore the convergence of molecular diagnostics (e.g., DNA barcoding, clustered regularly interspaced short palindromic repeats (CRISPR), next-generation sequencing (NGS)), high-throughput spectroscopic platforms (e.g., Raman spectroscopy, mass spectrometry), biosensors, and digital innovations (e.g., artificial intelligence (AI), Internet of Things (IoT), blockchain, and lab-on-a-chip (LOC) devices). These integrated approaches enable real-time, proactive detection of fraud across complex and globalized supply chains, offering sensitivity, scalability, and traceability previously unattainable. By framing food fraud as a form of emerging contamination, this work aligns with the paradigm shift toward predictive, data-driven risk assessment in contaminant detection. The review also addresses key translational bottlenecks such as cost, standardization, and interoperability, and proposes a systems-level roadmap to bridge scientific innovation with regulatory and industrial application. This interdisciplinary perspective advocates for a future where food authenticity assurance is intelligent, holistic, and resilient in the face of evolving adulteration threats.
全球食品供应的完整性日益受到掺假、贴错标签和替代等复杂欺诈手段的损害。这些欺骗性做法引入了未披露的有害物质,这些物质往往能逃避传统检测,对公众健康和消费者信任构成重大风险。本综述综合了分析和数字技术的前沿进展,这些技术正在重新定义食品欺诈监测。我们探索分子诊断(例如,DNA条形码,聚集定期间隔短回文重复序列(CRISPR),下一代测序(NGS)),高通量光谱平台(例如,拉曼光谱,质谱),生物传感器和数字创新(例如,人工智能(AI),物联网(IoT),区块链和芯片实验室(LOC)设备)的融合。这些集成的方法能够实时、主动地检测复杂和全球化供应链中的欺诈行为,提供以前无法实现的灵敏度、可扩展性和可追溯性。通过将食品欺诈视为一种新出现的污染形式,这项工作与污染物检测中向预测性、数据驱动的风险评估的范式转变保持一致。该综述还解决了关键的转化瓶颈,如成本、标准化和互操作性,并提出了一个系统级路线图,将科学创新与监管和工业应用联系起来。这种跨学科的观点提倡未来食品真实性保证是智能的,整体的,面对不断变化的掺假威胁的弹性。
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引用次数: 0
Intrinsic fluorescence in Moringa Oleifera seed extract 辣木籽提取物的本征荧光
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-09 DOI: 10.1016/j.talo.2025.100500
Namrah Azmi , Sachin Rathod , Bruno Telli Ceccato , Rasmus Kranold Mikkelsen , Jon Otto Fossum
Autofluorescence, an intrinsic property of biological molecules that emit light upon excitation, is gaining significance as a noninvasive technique for studying plant-derived bioactive compounds. This phenomenon enables detection of biomolecules such as chlorophyll, lignin, flavonoids, and alkaloids without requiring external dyes or destructive extraction processes. Intrinsic fluorescence can also aid in detecting and identifying biomolecules that typically require extensive sample preparation (molecule labelling with external fluorophores), eliminating the need for external probes. The present study aims to report the intrinsic autofluorescence in the Moringa Oleifera plant, highlighting its potential to enhance noninvasive bioactive compound identification and quality assessment in plant-based products.
自体荧光是一种生物分子在激发时发光的固有特性,它作为一种非侵入性技术在研究植物源性生物活性化合物方面越来越重要。这种现象可以检测生物分子,如叶绿素、木质素、类黄酮和生物碱,而不需要外部染料或破坏性的提取过程。本征荧光还可以帮助检测和识别通常需要大量样品制备(用外部荧光团标记分子)的生物分子,从而消除了对外部探针的需要。本研究旨在报道辣木(Moringa Oleifera)植物的固有荧光,强调其在植物性产品的无创生物活性化合物鉴定和质量评价方面的潜力。
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引用次数: 0
Unlocking the potential of low-dimensional MoS2 as a smart nanoplatform for environmental technologies, therapeutic strategies, and biomedical sensing 释放低维二硫化钼作为环境技术、治疗策略和生物医学传感智能纳米平台的潜力
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-08 DOI: 10.1016/j.talo.2025.100498
Smriti Gaba, Mridul Sahu, Nidhi Chauhan, Utkarsh Jain
As one of the representative layered transition metal dichalcogenides (LTMDC), molybdenum disulfide (MoS₂) has been widely researched as a promising nanoplatform for biomedicine as well as green technologies. The features of high surface-to-volume ratio, tunable bandgap, and good biocompatibility make it a promising candidate for therapeutic strategies, biomedical detection, and environmental applications. Low-dimensional MoS₂ has been widely investigated for drug delivery, bioimaging, photothermal therapy (PTT), photodynamic therapy (PDT), biosensing, and environmental innovations in the past few years, owing to its strong interaction with biomolecules and the cellular microenvironment. The utility of MoS₂ as an alternative to traditional nanomaterials has been assisted by various functionalization strategies to improve solubility, stability, and targeted applications. Moreover, MoS₂-based biosensors have demonstrated remarkable sensitivity for detecting biomolecules, pathogens, and disease-specific biomarkers that enable early and accurate disease diagnosis. This ability is critical to precision medicine, which allows for personalized treatment approaches, real-time health monitoring, and target activation or suppression of pathways based on a patient's biological profile. Additionally, it has become a beacon of environmental application innovation, providing long-term answers to urgent ecological problems. Because of special physicochemical characteristics, contaminants, including gases, organic compounds, heavy metals, and radionuclides, can be effectively removed from the environment, leading to cleaner air and water supplies. Nonetheless, industrial translation of MoS₂ requires the resolution of toxicity, long-term stability, and large-scale synthesis issues. This review aims to comprehensively discuss the recent development, biomedical and environmental applications, challenges, and future perspectives of low-dimensional MoS₂ in the field of next-generation sustainable technology.
作为层状过渡金属二硫族化合物(LTMDC)的代表之一,二硫化钼(MoS 2)作为一种有前景的纳米平台在生物医学和绿色技术中得到了广泛的研究。高表面体积比、可调带隙和良好的生物相容性使其成为治疗策略、生物医学检测和环境应用的有前途的候选者。由于其与生物分子和细胞微环境的强相互作用,近年来,低维MoS 2在药物传递、生物成像、光热治疗(PTT)、光动力治疗(PDT)、生物传感和环境创新方面得到了广泛的研究。MoS 2作为传统纳米材料的替代品,通过各种功能化策略来提高其溶解度、稳定性和针对性应用。此外,基于MoS 2的生物传感器在检测生物分子、病原体和疾病特异性生物标志物方面表现出了卓越的灵敏度,可以实现早期和准确的疾病诊断。这种能力对精准医疗至关重要,精准医疗允许个性化治疗方法、实时健康监测,以及基于患者生物学特征的目标通路激活或抑制。此外,它已成为环境应用创新的灯塔,为紧迫的生态问题提供了长期的答案。由于特殊的物理化学特性,污染物,包括气体、有机化合物、重金属和放射性核素,可以有效地从环境中去除,从而导致更清洁的空气和水供应。但是,MoS 2的产业化需要解决毒性、长期稳定性和大规模合成问题。本文旨在全面讨论低维MoS₂在下一代可持续技术领域的最新发展、生物医学和环境应用、挑战和未来展望。
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引用次数: 0
DART-MS approaches for metabolomics-based authentication: Challenges in determining the geographical origin of strawberries (Fragaria × ananassa) 基于代谢组学认证的DART-MS方法:确定草莓(Fragaria x ananassa)地理来源的挑战
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-05 DOI: 10.1016/j.talo.2025.100496
Felix Schmauder, Johannes Brockelt, Kim Brettschneider, Stephan Seifert, Marina Creydt, Markus Fischer
Metabolomics-based approaches are a widely used method for determining the origin of food. The aim of this study was to investigate the suitability of metabolomics analysis using direct analysis in real time mass spectrometry (DART-MS) to ascertain the origin of strawberries. In addition, optimization possibilities and limitations were identified by testing different extraction methods, two different sample delivery systems (Quick-Strip and Dip-it approaches), and running some of the measurements in both positive and negative ionization mode proved to be the most suitable. A total of 207 strawberry samples from six countries were measured and classified using random forest with this optimized approach. The classification accuracy was 63.8%, which shows certain limitations of the approach presented. However, another aim of this study was to protect German strawberries from adulteration with foreign strawberries, and this was achieved with a promising accuracy of 90.3%.
基于代谢组学的方法是一种广泛使用的确定食物来源的方法。本研究的目的是探讨利用实时质谱(DART-MS)直接分析代谢组学分析确定草莓来源的适用性。此外,通过测试不同的提取方法,两种不同的样品输送系统(快速条带法和浸渍法),以及在正、负电离模式下运行的一些测量结果,确定了优化的可能性和局限性。采用随机森林方法对来自6个国家的207份草莓样品进行了测量和分类。分类准确率为63.8%,表明本文方法存在一定的局限性。然而,本研究的另一个目的是保护德国草莓不受外国草莓的掺假,这一目标的准确性达到了90.3%。
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引用次数: 0
Design and fabrication of a rapid detection biosensor for Candida albicans diagnosis in a microfluidic platform 微流控平台白色念珠菌快速诊断生物传感器的设计与制造
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-06-02 DOI: 10.1016/j.talo.2025.100478
Shekoufeh Moradkhah , Mohaddeseh Larypoor , Abdollah Allahverdi
Candida species are opportunistic fungi that can lead to a wide range of infections in humans, ranging from superficial to systemic. The diagnosis and treatment of Candida infections present significant challenges due to the diversity and resistance of these species, as well as the lack of rapid and sensitive detection methods. Microfluidics presents an opportunity to develop quick and highly sensitive diagnostic devices, enabling disease detection with minimal sample volumes. This study aimed to design and fabricate a microfluidic chip for the rapid and sensitive detection of Candida albicans in clinical samples. The dimensions of the chip were approximately 3.5 × 3.5 cm. The master chip was fabricated using soft lithography, and replicated in polydimethylsiloxane (PDMS), a biocompatible and transparent elastomer, which was treated with plasma to activate its surface. The study found that 150 samples (75 %) tested positive for Candida species, with Candida albicans being the most prevalent species at 58 %, followed by other non-albicans Candida species. Additionally, the study revealed that Candida infections were more common among women, young adults, the elderly, and patients with gastrointestinal diseases. The microfluidic chip demonstrated the ability to detect Candida albicans in clinical samples with a low detection limit of 10 CFU/mL. The study concluded that the microfluidic chip is a promising tool for diagnosing Candida infections in point-of-care settings and emphasized that Candida infections represent a common and diverse issue among patients.
念珠菌是一种机会性真菌,可导致人类广泛的感染,从表面感染到全身感染。由于念珠菌的多样性和耐药性,以及缺乏快速灵敏的检测方法,念珠菌感染的诊断和治疗面临重大挑战。微流体技术提供了一个开发快速和高度敏感的诊断设备的机会,使疾病检测与最小的样本量。本研究旨在设计和制作一种用于临床样品中白色念珠菌快速、灵敏检测的微流控芯片。芯片的尺寸约为3.5 × 3.5 cm。主芯片采用软光刻技术制造,并在聚二甲基硅氧烷(PDMS)中复制,PDMS是一种生物相容性和透明的弹性体,用等离子体处理以激活其表面。该研究发现,150个样本(75%)的念珠菌检测呈阳性,其中白色念珠菌是最常见的物种,占58%,其次是其他非白色念珠菌。此外,研究还显示,念珠菌感染在女性、年轻人、老年人和胃肠道疾病患者中更为常见。该微流控芯片能够检测临床样品中的白色念珠菌,检出限低至10 CFU/mL。该研究得出结论,微流控芯片是诊断念珠菌感染的一种很有前途的工具,并强调念珠菌感染在患者中是一种常见和多样化的问题。
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引用次数: 0
Wearable biosensors in modern healthcare: Emerging trends and practical applications 现代医疗保健中的可穿戴生物传感器:新兴趋势和实际应用
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-05-30 DOI: 10.1016/j.talo.2025.100486
Maumita Das Mukherjee , Priyanshi Gupta , Vanshika Kumari , Ishika Rana , Drishti Jindal , Navya Sagar , Jay Singh , Chetna Dhand
Wearable biosensor systems represent a significant breakthrough in the life sciences, offering real-time monitoring and quantitative assessment of various human health parameters. The escalating demand for continuous and immediate surveillance of both acute and chronic conditions, compounded by constraints in clinical infrastructure, has propelled extensive investigation into wearable biosensors. These systems have emerged as pivotal tools for furnishing physiological insights and facilitating non-invasive monitoring. They monitor various analytes through the analysis of sweat, epidermal, Interstitial fluids, breath and tears, and easily incorporated into flexible substrates ensuring long-term wear and continuous monitoring. However, these biosensors penetrate deeper into the body's fluid networks, providing a systemic approach to continuous monitoring of biomarkers, which is particularly useful for individuals with metabolic disorders. This comprehensive review explores recent trends and diverse applications of wearable biosensors. These applications empower individuals to dynamically assess their well-being, enabling informed healthcare decisions tailored to individual needs. The convergence of these approaches in wearable biosensors highlights a comprehensive approach to understand individual health. This integration holds the promise of transforming healthcare practice by providing continuous observance and remote monitoring. The result has been a paradigm shift towards active, personalized health care, leading to improved health outcomes and improved quality of life
可穿戴生物传感器系统代表了生命科学的重大突破,提供了各种人体健康参数的实时监测和定量评估。对急性和慢性疾病持续和即时监测的需求不断增加,加上临床基础设施的限制,推动了对可穿戴生物传感器的广泛研究。这些系统已成为提供生理学见解和促进非侵入性监测的关键工具。它们通过分析汗液,表皮,间质液,呼吸和眼泪来监测各种分析物,并且很容易结合到柔性基板中,确保长期磨损和连续监测。然而,这些生物传感器深入人体的流体网络,提供了一种系统的方法来连续监测生物标志物,这对代谢紊乱的个体特别有用。这篇综合综述探讨了可穿戴生物传感器的最新趋势和各种应用。这些应用程序使个人能够动态评估自己的健康状况,从而根据个人需求做出明智的医疗保健决策。这些方法在可穿戴生物传感器中的融合突出了了解个人健康的综合方法。这种集成有望通过提供持续观察和远程监控来改变医疗保健实践。其结果是向积极、个性化的医疗保健模式转变,从而改善了健康结果,提高了生活质量
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引用次数: 0
Raman spectroscopy as a rapid tool for monitoring lactic acid concentration during wine malolactic fermentation directly in the winery 拉曼光谱是一种快速监测葡萄酒苹果酸乳酸发酵过程中乳酸浓度的工具
IF 4.1 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2025-05-29 DOI: 10.1016/j.talo.2025.100494
Anna Lisa Gilioli , Alessio Sacco , Andrea Mario Giovannozzi , Simone Giacosa , Antonella Bosso , Loretta Panero , Silvia Raffaela Barera , Stefano Messina , Marco Lagori , Silvia Motta , Massimo Guaita , Ettore Vittone , Andrea Mario Rossi
Lactic acid is mainly produced during the process of malolactic fermentation and evolution of its concentration is associated with the wine stabilization process and the quality of the final product. The quantitative analysis of lactic acid is carried out offline in the laboratory using various analytical techniques, the most used being high performance liquid chromatography (HPLC). Because of this, there is a clear demand in the winemaking community for analytical tools that allow real-time, fast and inexpensive quantification of lactic acid. An approach using Raman spectroscopy has positioned itself as a feasible alternative in this regard. The primary goal of this work is therefore to monitor the concentration of lactic acid (which changes rapidly during the malolactic fermentation process) in the analysed samples, specifically, Nebbiolo wine samples for making the Barolo wine. The collected Raman spectra using a portable Raman apparatus are processed using an algorithm that applies Partial Least Squares (PLS) regression to determine the lactic acid concentration for each sample. It proves to be a precise and reliable method that leads to the determination of a predictive model characterised by R2=0.76 (on the validation set), R2=0.94 (on the test set) and RMSE of the lactic acid concentration predicted by the model of 0.22 g/l (on the validation set) and 0.11 g/l (on the test set) respectively. This approach produces results comparable to those obtained via HPLC. Moreover, unlike the latter, it allows rapid and easy monitoring of the lactic acid concentration during fermentation directly in the winery.
乳酸主要在苹果酸乳酸发酵过程中产生,其浓度的变化与葡萄酒的稳定过程和最终产品的质量有关。乳酸的定量分析在实验室离线进行,使用各种分析技术,最常用的是高效液相色谱法(HPLC)。正因为如此,在酿酒界有一个明确的需求,分析工具,允许实时,快速和廉价的乳酸定量。在这方面,使用拉曼光谱的方法已经将自己定位为可行的替代方案。因此,这项工作的主要目标是监测所分析样品中的乳酸浓度(乳酸在苹果酸乳酸发酵过程中迅速变化),特别是用于制作巴罗洛葡萄酒的内比奥洛葡萄酒样品。使用便携式拉曼仪器收集的拉曼光谱使用应用偏最小二乘(PLS)回归的算法进行处理,以确定每个样品的乳酸浓度。结果表明,该方法是一种精确可靠的预测模型,其特征为:R2=0.76(验证集),R2= 0.94(测试集),模型预测的乳酸浓度RMSE分别为0.22 g/l(验证集)和0.11 g/l(测试集)。这种方法产生的结果与通过HPLC获得的结果相当。此外,与后者不同的是,它可以直接在酿酒厂中快速方便地监测发酵过程中的乳酸浓度。
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引用次数: 0
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