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In-Line Raman Spectroscopy for Polymorph Monitoring During Continuous Crystallization. 连续结晶过程中多晶监测的在线拉曼光谱。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-01 Epub Date: 2025-06-18 DOI: 10.1177/00037028251344294
Sreya Sarkar, Andreas Stumpf, Zhenqi Shi, Dawen Kou

In-line monitoring of continuous crystallization processes can provide real-time information about the polymorph composition, potentially providing a superior understanding and control of the crystallization kinetics throughout the process. Here, we present a case study using in-line Raman spectroscopy as a process analytical technology (PAT) tool to enable fast, in-situ, non-destructive, and quantitative measurement of complex polymorphic transitions during flow-induced continuous crystallization of a model compound, which has two main polymorphs only showing subtle differences in the fingerprint regions of their Raman spectra. Second derivative Raman spectra were used for qualitative monitoring of polymorph changes, and a Gaussian curve fitting method was developed and utilized for quantitative determinations of polymorph compositions in continuous crystallizations under an array of process conditions. This study illustrates the complex and dynamic nature of polymorph transitions during continuous crystallization under various process conditions as well as the ability of in-line Raman spectroscopy to monitor the process qualitatively and quantitatively in order to have greater understanding of the process design space and to avoid conditions that lead to undesired polymorphs in the crystallization process.

连续结晶过程的在线监测可以提供有关晶型组成的实时信息,从而有可能在整个过程中提供对结晶动力学的更好理解和控制。在这里,我们提出了一个案例研究,使用在线拉曼光谱作为过程分析技术(PAT)工具,能够快速、原位、无损和定量地测量模型化合物在流动诱导的连续结晶过程中的复杂多晶转变,该模型化合物具有两种主要多晶,仅在其拉曼光谱的指纹区域显示出细微的差异。利用二阶导数拉曼光谱对晶型变化进行定性监测,建立了一种高斯曲线拟合方法,并将其用于一系列工艺条件下连续结晶中晶型组成的定量测定。本研究说明了在不同工艺条件下连续结晶过程中多晶转变的复杂性和动态性质,以及在线拉曼光谱对该过程进行定性和定量监测的能力,以便更好地了解工艺设计空间,并避免在结晶过程中导致不希望的多晶的条件。
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引用次数: 0
Combining a Multispectral Camera and Spectrometer for Spectral Data Acquisition and Noninvasive Blood Composition Measurement. 将多光谱照相机和光谱仪结合用于光谱数据采集和无创血液成分测量。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-01 Epub Date: 2025-03-28 DOI: 10.1177/00037028251327207
Ling Lin, Honghui Zeng, Shuo Wang, Kang Wang, Gang Li

The dynamic spectroscopic method, as a noninvasive blood component measurement method, currently uses spectrometers as the main measurement instrument. However, spectrometers have limited accuracy in measuring light intensity at each wavelength, which restricts the measurement accuracy of the dynamic spectrum method. In this paper, a combination of a multispectral camera and a spectrometer is utilized for the first time to measure spectral photoplethysmography (PPG) signals. Both the high amplitude resolution and high accuracy of the multispectral camera in terms of sampling values and the advantage of the spectrometer in terms of the number of wavelengths are exploited. According to the experimental data, this method effectively improves the measurement results. In particular, when measuring for hemoglobin, the mean absolute percentage error (MAPE) decreased by 25.3% and 22.9%, respectively compared with a single spectrometer and a multispectral camera. For platelet measurements, the MAPE decreased by 28.9% and 22.8%, respectively. For total bilirubin measurements, the MAPE decreased by 14.5 and 26.3%, respectively. It demonstrates that the noninvasive blood component measurement method of a combined multispectral camera and spectrometer can effectively reduce the interference of non-target components and improve measurement accuracy.

动态光谱法作为一种无创血液成分测量方法,目前以光谱仪为主要测量仪器。然而,光谱仪测量每个波长光强的精度有限,这限制了动态光谱法的测量精度。本文首次将多光谱相机与光谱仪相结合用于光谱光体积脉搏波(PPG)信号测量。利用了多光谱相机在采样值方面的高幅值分辨率和高精度,以及光谱仪在波长数方面的优势。实验数据表明,该方法有效地改善了测量结果。特别是在测定血红蛋白时,与单光谱相机和多光谱相机相比,平均绝对百分比误差(MAPE)分别降低了25.3%和22.9%。对于血小板测量,MAPE分别下降了28.9%和22.8%。对于总胆红素测量,MAPE分别下降了14.5%和26.3%。结果表明,多光谱相机与光谱仪相结合的无创血液成分测量方法可以有效减少非目标成分的干扰,提高测量精度。
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引用次数: 0
High-Purity Strontium Carbonate Shows the Narrowest Peak Width of Raman Scattered Light. 高纯碳酸锶的拉曼散射光峰宽最窄。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-01 Epub Date: 2025-03-17 DOI: 10.1177/00037028251318757
Nobuyasu Itoh

Raman microscopes are widely used in various fields and their spectral resolutions differ greatly depending on the system and optical components. Thus, it is important to evaluate the spectral resolution of Raman systems under measurement conditions. Although calcite is a crystal with a trigonal structure and its narrow peak at ∼1086 cm-1 has been used to evaluate the spectral resolution of Raman spectrometers, the peak width of calcite itself, ∼1.3 cm-1 at full width half-maximum (FWHM), is not negligible under high spectral resolution conditions. Because the calcite peak at ∼1086 cm-1 originates from symmetric stretching, which is a common vibration mode for carbonate salts, we examined strontium carbonate (SrCO3), barium carbonate (BaCO3), and lead carbonate (PbCO3) reagents to find a material having a narrower peak width than calcite. SrCO3, BaCO3, and PbCO3 peaks originating from symmetric stretching were observed at 1072, 1059, and 1054 cm-1, respectively, and their peak widths at FWHM (0.67, 0.92, and 1.09 cm-1, respectively) were narrower than that of calcite (1.36 cm-1). The narrow peak width of SrCO3 was strongly dependent on its purity, probably due to its high structural regularity, and the change in the peak width (FWHM) was only 0.12 cm-1 between 5 °C and 45 °C. Thus, we concluded that the high-purity SrCO3 peak at 1072 cm-1 was the narrowest peak of Raman scattering light under ambient conditions and is suitable for evaluating high spectral resolution for Raman spectrometers.

拉曼显微镜广泛应用于各个领域,其光谱分辨率因系统和光学元件的不同而差异很大。因此,在测量条件下评估拉曼系统的光谱分辨率是很重要的。虽然方解石是一种具有三角形结构的晶体,其在~ 1086 cm-1的窄峰已被用于评估拉曼光谱仪的光谱分辨率,但方解石本身的峰宽(在全宽半最大值[FWHM]时为~ 1.3 cm-1)在高光谱分辨率条件下不可忽略。由于方解石在~ 1086 cm-1处的峰源于对称拉伸,这是碳酸盐盐的常见振动模式,因此我们研究了碳酸锶(SrCO3)、碳酸钡(BaCO3)和碳酸铅(PbCO3)试剂,以寻找比方解石具有更窄峰宽的材料。对称拉伸形成的SrCO3、BaCO3和PbCO3峰分别位于1072、1059和1054 cm-1,其峰宽分别为0.67、0.92和1.09 cm-1,比方解石的峰宽(1.36 cm-1)窄。SrCO3的窄峰宽与纯度密切相关,这可能是由于其结构的高度规律性,在5°C和45°C之间,峰宽(FWHM)的变化仅为0.12 cm-1。因此,我们认为在环境条件下,1072 cm-1处的高纯度SrCO3峰是拉曼散射光的最窄峰,适合用于拉曼光谱仪的高光谱分辨率评价。
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引用次数: 0
Enhanced Carbon Dioxide Uptake in Drilled Hollow Core Fibers for Raman Spectroscopy. 在拉曼光谱中增强钻孔空心芯纤维的二氧化碳吸收。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-11-01 Epub Date: 2025-04-15 DOI: 10.1177/00037028251329418
Brandon Demory, Jorge Arteaga, Sarah Sahota-Dhillon, Sayantani Ghosh, Tiziana Bond, Allan Chang

Fiber-based Raman spectroscopy enhances the Raman signal by maximizing the overlap of the optical field and the gas species. However, filling the hollow-core fiber (HCF) with gas requires time that is dependent on the fiber core diameter, fiber length, and pressure of the gas. At ambient pressure, the fiber gas uptake is driven by diffusion into the fiber ends, severely limiting the response time of the system. By laser drilling access holes to the core along the length of the fiber, the uptake time of the gas is reduced, improving the system response time. In this work, we study the carbon dioxide (CO2) sensor dynamics based on Raman signal intensity generated in HCFs. The signal intensity versus gas concentration is characterized by controlling the CO2 concentration in the surrounding environment of the fiber. Next, we characterize the gas uptake time in HCFs as a function of fiber length. Finally, we optimize the access hole configuration along the fiber, demonstrating reduced sensor uptake time by a factor of three.

基于光纤的拉曼光谱通过最大化光场和气体的重叠来增强拉曼信号。然而,用气体填充空心芯光纤(HCF)需要的时间取决于光纤芯直径、光纤长度和气体压力。在环境压力下,光纤气体的吸收是由扩散到光纤末端驱动的,严重限制了系统的响应时间。通过激光沿着光纤的长度在芯上钻取孔,减少了气体的吸收时间,提高了系统的响应时间。在这项工作中,我们研究了基于hcf中产生的拉曼信号强度的二氧化碳(CO2)传感器动力学。信号强度与气体浓度的关系是通过控制光纤周围环境中的CO2浓度来实现的。接下来,我们将hcf中的气体吸收时间表征为纤维长度的函数。最后,我们优化了沿光纤的接入孔配置,证明传感器吸收时间减少了三倍。
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引用次数: 0
EXPRESS: Combining Polarization Analysis and Isothermal Crystallization Behavior Elucidated by Two-Dimensional Correlation Spectroscopy for Understanding the Crystallization Properties of Poly[(R)-3-Hydroxybutyrate-co-(R)-3-Hydroxyhexanoate. EXPRESS:结合极化分析和二维相关光谱的等温结晶行为来了解聚[(R)-3-羟基丁酸盐-co-(R)-3-羟基己酸盐]的结晶性质。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-24 DOI: 10.1177/00037028251394393
Fran Adar, John Rabolt, Changhao Liu, Isao Noda

Polyhydroxybutyrate hydroxyhexanoate (PHBHx) is a bio polymer that is manufactured and degraded by microbes. Because of the potential to replace polymers derived from petrochemicals with these materials, there is a high level of expectation for its commercial uses if its physical and chemical properties can be understood and controlled. Among other things these properties are determined by the polymer's morphology - that is its crystallinity, and orientation of both crystalline and amorphous phases. The focus on the Raman characteristics of the crystalline phase enables elucidation of the characteristics of the polymer experiencing dynamic crystallization under various conditions. In this article we will start by reviewing the changes in the Raman spectrum from an amorphous to a crystalline material in an isothermal crystallization study. In that study a correlation field splitting between a CH stretching band that interacts with the carbonyl group on the opposite chain in the unit cell was identified. Then we will show the polarized Raman spectra of single crystals which enable an explanation of the residual amorphous material seen in the spectra of single crystals. Using the information from the single crystal measurements we can then study the Raman behavior of spherulites and confirm the model that proposes an explanation for the appearance of rings in the polarized light microscope (PLM) images of some spherulites. The polarized Raman studies confirm that the crystal ribbons that grow along the radii are twisting about the growth direction. The 2D-COS analysis of the polarized spectra of spherulites suggest the presence of strain that has been proposed to induce the twisting.

聚羟基丁酸羟己酸酯(PHBHx)是一种由微生物制造和降解的生物聚合物。由于这些材料有可能取代来自石油化工产品的聚合物,如果其物理和化学性质能够被理解和控制,那么它的商业用途就有很高的期望。除其他因素外,这些特性是由聚合物的形态决定的,即它的结晶度,以及结晶和非晶相的取向。对结晶相拉曼特性的关注使得在各种条件下经历动态结晶的聚合物的特性得以阐明。在本文中,我们将首先回顾在等温结晶研究中,非晶材料到结晶材料的拉曼光谱的变化。在该研究中,发现了与单位细胞中相反链上的羰基相互作用的CH拉伸带之间的相关场分裂。然后,我们将展示单晶的偏振拉曼光谱,这可以解释在单晶光谱中看到的残余非晶态物质。利用单晶测量的信息,我们可以研究球晶的拉曼行为,并证实了在偏光显微镜(PLM)图像中某些球晶出现环的模型。偏振拉曼研究证实沿半径生长的晶体带在生长方向上是扭曲的。对球晶偏振光谱的2D-COS分析表明,存在诱发扭转的应变。
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引用次数: 0
Pathlength, Altitude and Angle of Incidence Dependence of Remote Water Raman Scattering. 远端水拉曼散射的路径长度、高度和入射角依赖关系。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-24 DOI: 10.1177/00037028251394346
Whitney E Schuler, Paige K Williams, Zechariah B Kitzhaber, Caitlyn M English, Tammi L Richardson, Nikos Vitzilaios, Michael L Myrick

A small remote Raman sensor was used to measure the Raman scattering signal from clear, still water as a function of water depth (12 cm and 396 cm depth), sensor distance above the water surface (20-300 cm), and angle of incidence (0-80°) to the normal of the water surface. Under thick- and thin-sample conditions, the signal depends on either the inverse, or the inverse square, of sensor distance from the water surface, respectively. A model is derived that fits data for different sensor distances, water depths, and angles of incidence. Fits to the measured data are consistent with the known intensity of water Raman scattering and the specifications of the detection system. This manuscript provides a mathematical model that can be used to predict and evaluate the performance of remote sensors and can be expanded to account for differing experimental conditions.

利用小型远程拉曼传感器测量清澈静水中的拉曼散射信号与水深(12 cm和396 cm)、传感器离水面距离(20-300 cm)以及与水面法线的入射角(0-80°)的关系。在厚样品和薄样品条件下,信号分别取决于传感器与水面距离的倒数或倒数平方。推导出适合不同传感器距离、水深和入射角数据的模型。对实测数据的拟合符合已知的水拉曼散射强度和检测系统的规格。该手稿提供了一个数学模型,可用于预测和评估远程传感器的性能,并可扩展到考虑不同的实验条件。
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引用次数: 0
Monitoring Sulfuric Acid and Temperature Using Raman Spectroscopy and Multivariate Chemometrics. 利用拉曼光谱和多元化学计量学监测硫酸和温度。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-24 DOI: 10.1177/00037028251394347
Daniel E Felton, Luke R Sadergaski, Jennifer N Neu, Avery L Wood, Hunter B Andrews, Trenton Walker

Multivariate regression models were optimized for the quantification of sulfuric acid (H2SO4) [0-8 M] and temperature (20 °C-80 °C) in the presence of ammonium sulfate ((NH4)2SO4 [0-0.6 M]) using Raman spectroscopy. Optical vibrational spectroscopy is a useful nondestructive technique for the in situ analysis of complex chemical systems notoriously difficult to monitor in situ and in real-time. Multivariate analysis, a chemometrics method, can be paired with these nondestructive optical methods for determining analyte concentration and speciation in complex solutions, such as dissociated species in polyprotic acids, e.g., H2SO4. The effect of temperature is often overlooked although it can have a major influence on speciation and the corresponding Raman spectra. Here, partial least squares regression models were optimized for the quantification of H2SO4 and its two deprotonated forms as a function of temperature. Measuring bisulfate as a function of temperature is particularly challenging owing to changes in the second dissociation constant. A designed training set effectively minimized the sample set size and trained a robust predictive model with percent root mean square error of <3% for H2SO4. The practical strategy employed here was demonstrated to be effective for building chemometric models that directly account for dynamic temperatures with static samples and is shown to be amenable to flow cell analysis applications with a simple calibration transfer for process monitoring applications.

在硫酸铵(NH4)2SO4 [0-0.6 M]存在下,利用拉曼光谱优化多元回归模型定量硫酸(H2SO4) [0-8 M]和温度(20°C-80°C)。光学振动光谱学是一种非常有用的无损技术,可用于复杂化学体系的原位分析。多元分析,一种化学计量学方法,可以与这些非破坏性光学方法配对,用于确定复杂溶液中分析物的浓度和形态,例如多protic酸(例如H2SO4)中的解离物质。虽然温度对物种形成和相应的拉曼光谱有重要影响,但它的作用往往被忽视。本文利用偏最小二乘回归模型优化了H2SO4及其两种去质子化形式随温度变化的定量。由于第二解离常数的变化,测量硫酸氢盐作为温度的函数特别具有挑战性。设计的训练集有效地最小化了样本集大小,并训练出了一个稳健性预测模型,其均方根误差为2SO4。这里采用的实际策略被证明是有效的建立化学计量模型,直接解释静态样品的动态温度,并被证明适用于流动池分析应用,只需简单的校准转移即可用于过程监控应用。
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引用次数: 0
Non-Invasive Assessment of the Non-Melanoma Skin Tumor Oxygenation Status by Hyperspectral Imaging: A Pilot Study. EXPRESS:通过高光谱成像无创评估非黑色素瘤皮肤肿瘤氧合状态:一项初步研究。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-21 DOI: 10.1177/00037028251393724
Sorin Viorel Parasca, Mihaela Antonina Calin, Dragos Manea, Anca Buliman

Non-melanoma skin tumors, mainly basal cell carcinoma and squamous cell carcinoma, are the most common human cancers. Early detection and discrimination of skin tumors is of paramount importance to decision making and treatment. The main treatment for these skin tumors is surgical excision, but its extent is strongly influenced by the preoperative diagnosis. This study presents a new method for skin tumor discrimination based on tumor oxygenation levels extracted from hyperspectral images. Hyperspectral images of 16 skin tumors (four actinic keratoses, six basal cell carcinomas, six squamous cell carcinomas) were obtained prior excision and pathological diagnosis. The concentrations of oxyhemoglobin, deoxyhemoglobin and oxygen saturation levels were measured from hyperspectral images using an algorithm based on the modified Beer-Lambert law. The results were compared with pathology diagnosis. The results revealed that there were statistically significant differences in the mean oxyhemoglobin concentrations and oxygen saturation levels between actinic keratoses and basal cell carcinomas, between basal cell carcinomas and squamous cell carcinomas and between actinic keratoses and squamous cell carcinomas. Deoxyhemoglobin concentrations were not statistically different between the two carcinoma types but were different between carcinomas and actinic keratoses. In conclusion, the proposed method proved that it could be used as a reliable non-invasive diagnostic tool for differentiating benign from malignant skin tumors with the possibility of extending its applications to other medical research areas.

非黑色素瘤皮肤肿瘤,主要是基底细胞癌和鳞状细胞癌,是最常见的人类癌症。早期发现和鉴别皮肤肿瘤对决策和治疗至关重要。这些皮肤肿瘤的主要治疗方法是手术切除,但其程度受术前诊断的强烈影响。提出了一种基于高光谱图像中肿瘤氧合水平的皮肤肿瘤识别新方法。我们获得了16例皮肤肿瘤(4例光化性角化病、6例基底细胞癌、6例鳞状细胞癌)术前切除和病理诊断的高光谱图像。利用基于修正的比尔-朗伯定律的算法,从高光谱图像中测量了氧合血红蛋白、脱氧血红蛋白和氧饱和度的浓度。结果与病理诊断比较。结果显示,光化性角化病与基底细胞癌、基底细胞癌与鳞状细胞癌、光化性角化病与鳞状细胞癌的平均血红蛋白浓度和氧饱和度均有统计学差异。脱氧血红蛋白浓度在两种癌型之间无统计学差异,但在癌型和光化性角化病之间存在差异。综上所述,该方法可作为一种可靠的非侵入性皮肤肿瘤良恶性鉴别诊断工具,并有可能扩展到其他医学研究领域。
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引用次数: 0
Complex-Valued Chemometrics in Spectroscopy: Principal Component Regression. 光谱中的复值化学计量学:主成分回归。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-21 DOI: 10.1177/00037028251393273
Thomas G Mayerhöfer, Oleksii Ilchenko, Andrii Kutsyk, Juergen Popp

We have begun introducing complex-valued principal component regression (PCR) into spectroscopy. Unlike traditional methods that are constrained to either the real or imaginary axis, this approach allows principal components (PCs) to span the entire complex plane. While this added flexibility enhances modeling capabilities, it also introduces challenges, as existing tools often fail to identify optimal solutions. To address this, we explored two different strategies for computing eigenvectors. The most natural approach is to apply singular value decomposition (SVD) directly to the matrix of complex refractive index spectra. As an alternative, we combined the eigenvectors of the imaginary parts determined by SVD with their Kramers-Kronig transforms, which resulted in 2N possible superpositions for N PCs. Although the optimal solution may still be unknown, the proposed second method for complex-valued PCR consistently outperformed conventional PCR in the systems investigated. This highlights its potential to enhance data analysis in infrared and Raman spectroscopy.

我们已经开始将复值主成分回归(PCR)引入光谱学。不像传统的方法被限制在实轴或虚轴上,这种方法允许主成分(pc)跨越整个复杂平面。虽然这种增加的灵活性增强了建模能力,但它也带来了挑战,因为现有的工具通常无法识别最佳解决方案。为了解决这个问题,我们探索了计算特征向量的两种不同策略。最自然的方法是将奇异值分解(SVD)直接应用于复折射率光谱矩阵。作为替代方案,我们将由SVD确定的虚部的特征向量与其Kramers-Kronig变换结合起来,这导致了N个pc的2N个可能的叠加。虽然最优的解决方案可能仍然是未知的,提出的第二种方法的复值PCR始终优于传统的PCR在所调查的系统。这突出了它在增强红外和拉曼光谱数据分析方面的潜力。
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引用次数: 0
Two-Dimensional Correlation Spectroscopy Analysis of Bloodstain Aging Using Fluorescence Spectral Data. EXPRESS:利用荧光光谱数据进行血迹老化的二维相关光谱分析。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-10-21 DOI: 10.1177/00037028251392563
Sila Jin, Alexis Weber, Young Mee Jung, Igor K Lednev

Understanding the biochemical aging mechanisms of bloodstains is essential for developing reliable forensic methods to estimate the time since deposition (TSD). Although fluorescence spectroscopy is effective for tracking endogenous fluorophores such as tryptophan, nicotinamide adenine dinucleotide (NADH), and flavins, its utility is limited by spectral overlap and sample variability. In this study, we employed two-dimensional correlation spectroscopy (2D-COS) and 2D gradient mapping method to investigate the time-dependent fluorescence changes in bloodstains, gaining molecular-level insights into the aging process. 2D-COS uncovered hidden spectral components and revealed sequential molecular changes, especially in NADH- and flavin-associated bands. The 2D gradient maps further visualized these spectral trends quantitatively over 24 hours of aging. This study focuses on uncovering the biochemical mechanisms underlying bloodstain aging, probed by fluorescence spectroscopy. These findings deepen our fundamental understanding of ex vivo blood degradation and establish a foundation for more accurate and robust forensic applications.

了解血迹的生化老化机制对于开发可靠的法医方法来估计沉积时间(TSD)至关重要。虽然荧光光谱对跟踪内源性荧光团如色氨酸、烟酰胺腺嘌呤二核苷酸(NADH)和黄素是有效的,但其效用受到光谱重叠和样品可变性的限制。在本研究中,我们采用二维相关光谱(2D- cos)和二维梯度制图方法研究了血迹中随时间变化的荧光变化,从分子水平上了解衰老过程。2D-COS揭示了隐藏的光谱成分,揭示了序列的分子变化,特别是在NADH和黄素相关的波段。二维梯度图进一步可视化了这些光谱趋势在24小时老化的定量。本研究旨在通过荧光光谱技术揭示血迹老化的生化机制。这些发现加深了我们对体外血液降解的基本理解,并为更准确和强大的法医应用奠定了基础。
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引用次数: 0
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Applied Spectroscopy
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