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Role of NMR metabonomics in Celiac Disease (CeD) 核磁共振代谢组学在乳糜泻(CeD)中的作用
Pub Date : 2017-06-20 DOI: 10.3233/BSI-150129
Deepti Upadhyay, U. Sharma, G. Makharia, N. Jagannathan
Metabonomics study provides a comprehensive metabolic profile of biological samples using techniques like mass spectroscopy and nuclear magnetic resonance (NMR) spectroscopy. The metabolites identified are later analysed using mul- tivariate statistical methods. Metabonomics has the potential to provide putative biomarker/s for disease diagnosis and for monitoring the disease progression and can be used in patient management. Recently, a few metabonomics studies have been reported on blood sera, urine and intestinal mucosal biopsies of celiac disease (CeD) patients using proton NMR. Significantly decreased levels of amino acids, methylamine, lactate, lipids, pyruvate, creatinine, choline and glycoprotein and increased levels of glucose and β-hydroxybutyrate have been reported in blood sera of CeD patients. In intestinal mucosal biopsies of CeD patients, a higher concentration of isoleucine, leucine, aspartate, succinate and pyruvate and lower concentration of glycerophosphocholine was seen as compared to controls. These studies indicates that the metabonomics study of CeD using in-vitro NMR spectroscopy helps in the determination of metabolic signature/s of the disease. It also provides an insight into the biochemistry of the disease and also helps in the identification of metabolites that could serve as putative biomarker/s for the diagnosis of CeD. This review focuses on the application of NMR based metabonomics in CeD and highlights the potential of NMR based metabonomics in the identification of biomarker/s for diagnosis and prognosis.
代谢组学研究使用质谱和核磁共振(NMR)谱等技术提供了生物样品的全面代谢谱。鉴定的代谢物随后使用多变量统计方法进行分析。代谢组学有可能为疾病诊断和监测疾病进展提供假定的生物标志物,并可用于患者管理。近年来,利用质子核磁共振对乳糜泻(CeD)患者的血清、尿液和肠粘膜活检进行了代谢组学研究。据报道,CeD患者血清中氨基酸、甲胺、乳酸、脂质、丙酮酸、肌酐、胆碱和糖蛋白水平显著降低,葡萄糖和β-羟基丁酸水平升高。在CeD患者的肠黏膜活检中,与对照组相比,异亮氨酸、亮氨酸、天冬氨酸、琥珀酸和丙酮酸浓度较高,甘油磷胆碱浓度较低。这些研究表明,使用体外核磁共振光谱对CeD的代谢组学研究有助于确定该疾病的代谢特征。它还提供了对该疾病生物化学的深入了解,并有助于鉴定代谢物,这些代谢物可以作为诊断CeD的推定生物标志物。本文综述了基于NMR的代谢组学在CeD中的应用,并强调了基于NMR的代谢组学在鉴别诊断和预后的生物标志物方面的潜力。
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引用次数: 3
Photoacoustic staging of nodal metastases using SPIOs: Comparison between in vivo, in toto and ex vivo imaging in a rat model 使用SPIO进行淋巴结转移的光声分期:大鼠模型中体内、全身和离体成像的比较
Pub Date : 2017-06-20 DOI: 10.3233/BSI-150127
D. Grootendorst, Raluca M. Fratila, Joost J. Pouw, B. T. Haken, R. Wezel, S. Rottenberg, W. Steenbergen, S. Manohar, T. Ruers
Background and objectives:To determine prognosis and treatment, accurate nodal staging is essential in many tumor types. After injection of clinical grade superparamagnetic iron oxide (SPIO) nanoparticles, it has been shown that metastatic lymph nodes can be distinguished from benign specimens using MR imaging. However, MR does not benefit per-operative nodal staging which requires a non-ionizing, small volume, high resolution, fast imaging technique. In vivo non-invasive photoacoustic (PA) imaging of lymph nodes might facilitate nodal staging during surgery, thereby benefiting both surgeon and patient.Materials and methods:In order to investigate the feasibility of an in vivo nodal staging approach using photoacoustics, six Mat-lylu inoculated Copenhagen rats were photo-acoustically imaged after injection of a new Class IIa medical device SPIO magnetic tracer (Sienna+). Lymph nodes were imaged in vivo, in toto (after euthanization) and ex vivo using multiple wavelength illumination. Results were compared with MRI, immunohistochemistry and photographs of the sectioned nodes.Results:These experiments demonstrate that in an ex vivo setting, the PA contrast of Sienna+ is able to facilitate a distinction between metastatic and benign nodes. A non-invasive distinction between both groups is partially impeded by the low amount of PA contrast generated by the SPIO particles compared to that of endogenous absorbers such as hemoglobins.Conclusions:This comparison between in vivo, in toto and ex vivo PA imaging of lymph nodes after SPIO injection demonstrates that the clinical potential of combined PA/SPIO staging should initially be exploited in an ex vivo setting. Improved distinction between chromophores by for example multi-spectral unmixing might in the near future enable non-invasive assessment of nodal involvement.
背景和目的:在许多肿瘤类型中,准确的淋巴结分期是确定预后和治疗的必要条件。注射临床级超顺磁性氧化铁(SPIO)纳米颗粒后,已经表明可以通过磁共振成像将转移性淋巴结与良性标本区分开来。然而,MR并不有利于术前淋巴结分期,后者需要非电离、小体积、高分辨率、快速成像技术。活体无创光声(PA)成像可以促进手术期间淋巴结的分期,从而使外科医生和患者都受益。材料和方法:为了研究光声学在体内淋巴结分期方法的可行性,6只接种Mat-lylu的哥本哈根大鼠在注射一种新型IIa类医疗器械SPIO磁示踪剂(Sienna+)后进行光声成像。采用多波长照明对体内、体内(安乐死后)和离体淋巴结进行成像。结果与MRI、免疫组化及淋巴结切片照片进行比较。结果:这些实验表明,在离体环境下,Sienna+的PA对比能够促进转移性和良性淋巴结的区分。与内源性吸收剂(如血红蛋白)相比,SPIO颗粒产生的PA造影剂量较低,这在一定程度上阻碍了两组之间的非侵入性区分。结论:SPIO注射后的体内、体内和离体淋巴结PA成像的比较表明,PA/SPIO联合分期的临床潜力应首先在离体环境中开发。在不久的将来,通过多光谱解混等方法改进的发色团之间的区分可能会使对淋巴结参与的非侵入性评估成为可能。
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引用次数: 2
Screening nicotinamide in cosmetic and pharmaceutical products and nicotinic acid skin penetration from essential-oil formulations using attenuated total reflectance-infrared spectroscopy 使用衰减全反射-红外光谱技术筛选化妆品和医药产品中的烟酰胺以及精油配方中烟酸的皮肤渗透
Pub Date : 2017-06-20 DOI: 10.3233/BSI-150126
Lai-Hao Wang, Yu-Ping Lin, Yi-Chi Lin
The nicotinic acid derivatives such as nicotinamide in cosmetic and pharmaceutical products were screened by fast and nondestructively method, attenuated total reflectance-infrared (ATR-IR) spectroscopy. The effects of sixteen essential oils creams (clove, cassia bark, geraniom, eucalyptus, thyme, nutmeg, coriander seed, damask, petitgrain, melissa, melaleuca alternifolia (tea tree), grape fruit, verbena wild, cinnamon, sandal wood, ginger) on the skin permeation of nicotinic acid were studied using human skin by ATR-IR infrared spectroscopy. We selected essential oils creams based on the characteristic region (1493, 1260, 1050 and 824 cm−1) for nicotinic acid which were not interfered by essential oils. Although all essential oils creams enhanced the permeation of nicotinic acid, their effects were less than that of ethanol. Eucalyptus was found to be the most active, causing peak area decrease of C–H absorbances higher than the others. The effect of eucalyptus essential oil carriers on the release and percutaneous absorption of the nicotinic acid was studied in vitro using a permeation membrane model.
采用衰减全反射-红外(ATR-IR)光谱法对化妆品和药品中的烟酰胺等烟酸衍生物进行了快速、无损的筛选。采用ATR-IR红外光谱法,研究了丁香、桂皮、天竺葵、桉树、百里香、肉豆蔻、香菜籽、绫、细粒、梅莉香、千层莲(茶树)、葡萄果、野生马尾草、肉桂、檀香、姜等16种精油乳膏对烟酸皮肤渗透的影响。我们根据烟酸的特征区域(1493、1260、1050和824 cm−1)选择精油面霜,这些区域不受精油的干扰。虽然所有的精油霜都能增强烟酸的渗透,但其效果不如乙醇。桉树是最活跃的,其C-H吸收峰面积下降幅度大于其他树种。采用透膜模型研究桉树精油载体对烟酸释放和经皮吸收的影响。
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引用次数: 1
On a molecular basis pelleting-induced changes on carbohydrate structure of co-products from bio-oil production revealed with vibrational molecular spectroscopy plus chemometrics: Sensitivity and response to conditioning temperature and time 在分子基础上,振动分子光谱和化学计量学揭示了生物油生产副产物碳水化合物结构的变化:对调节温度和时间的敏感性和响应
Pub Date : 2017-01-05 DOI: 10.3233/BSI-160153
Xuewei Huang, P. Yu
Molecular structure changes are closely related to nutrient utilization and availability. However, so far little research was found to determine the processing induced changes on carbohydrate structure in co-products from bio-oil processing. The objectives of this study were to investigate synergistic effects of conditioning temperature (70, 80 and 90°C) and time (50 and 75 s) during the pelleting process on carbohydrate structure profile of the co-products from bio-oil processing (canola meal). The vibrational molecular spectroscopy (ATR-VMS) with chemometrics was used to determine the impact of pelleting at different conditions on the inherent molecular structure changes. The molecular spectral analyses, Univariate and Multivariate spectral analyses, were used in this study. Multivariate spectral analyses included cluster analysis and principal analysis. The chemical functional groups mainly associated with carbohydrate structure profile in this lipid-free co-products (or with very little lipid) included cellulosic compounds (CEL, ranged at ca. 1302-1186 cm −1 ), structural CHO (SCHO, ranged at ca. 1488- 1186 cm −1 ) and total CHO (TCHO, ranged at ca. 1193-879 cm −1 ). The results showed that the pelleting process was able to alter inherent structures of CHO functional groups in the co-products from bio-oil processing. The univariate molecular analysis indicated that spectral intensities of CHO functional groups in the co-products were significantly affected by the pelleting process in the current study ( P< 0.05). Altering processing conditions resulted changes in molecular structure features of CHO functional groups except TCHO. The results of multivariate spectral analysis of CHO indicated that inherent CHO structural characteristics of all functional groups were not fully distinguished. This study demonstrated that the pelleting process under the conditions investigated caused partial changes in carbohydrate structures in terms of the spectral features of specific functional groups. These changes were not sufficient enough to make the entire spectral region of CHO functional groups become fully distinguishable. Future research is needed to investigate the interactive relationships between the absorption intensities of carbohydrate functional groups (TCHO, SCHO, CEL) and biodegradation and digestion of the co-products in order to reveal how carbohydrate molecular structure changes induced by processing affect nutritive availability.
分子结构的变化与养分的利用和有效性密切相关。然而,到目前为止,很少有研究确定加工引起的生物油加工副产物中碳水化合物结构的变化。本研究的目的是研究造粒过程中调节温度(70、80和90°C)和时间(50和75 s)对生物油加工副产物(油菜籽粕)碳水化合物结构特征的协同影响。采用化学计量的振动分子光谱(ATR-VMS)测定了不同条件下造粒对固有分子结构变化的影响。本研究采用分子光谱分析,单变量和多变量光谱分析。多元谱分析包括聚类分析和主成分分析。在这种无脂共产物中,主要与碳水化合物结构特征相关的化学官能团(或与很少的脂质相关)包括纤维素化合物(CEL,范围约1302-1186 cm−1)、结构CHO(SCHO,范围约1488-1186 cm−2)和总CHO(TCHO,范围约1193-879 cm−3)。结果表明,造粒工艺能够改变生物油加工副产物中CHO官能团的固有结构。单变量分子分析表明,在本研究中,共产物中CHO官能团的光谱强度受到造粒过程的显著影响(P<0.05)。改变加工条件会导致除TCHO外的CHO官能团分子结构特征发生变化。CHO的多变量谱分析结果表明,所有官能团固有的CHO结构特征没有完全区分。这项研究表明,在所研究的条件下,造粒过程导致碳水化合物结构在特定官能团的光谱特征方面发生部分变化。这些变化不足以使CHO官能团的整个光谱区域变得完全可区分。未来的研究需要研究碳水化合物官能团(TCHO、SCHO、CEL)的吸收强度与副产物的生物降解和消化之间的相互关系,以揭示加工引起的碳水化合物分子结构变化如何影响营养有效性。
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引用次数: 0
Intake of Arsenic and Selenium in a Bangladeshi population investigated using Inductively Coupled Plasma Mass Spectrometry 用电感耦合等离子体质谱法调查孟加拉人群中砷和硒的摄入量
Pub Date : 2017-01-05 DOI: 10.3233/BSI-160154
S. Al-Rmalli, S. Al-Rmalli, R. Jenkins, P. Haris
Millions of people in Bangladesh are exposed to high concentration of the toxic element arsenic (As) through drinking water and consumption of foods. It has also been reported that Bangladeshis have a low intake of the essential element selenium (Se), which is known to be important as an antioxidant and has been suggested to counteract the toxicity of As. We report here on total intake of As and Se in a Bangladeshi population, based on inductively coupled plasma mass spectrometric (ICP-MS) analysis of a range of Bangladeshi foods. The total daily intake of As and Se from foods was estimated to be 74.2 and 87.7 μg/day, respectively. If As from water, used for drinking and cooking rice, is included the TDI increases to 385 μg of total As per day. An important finding of our study, contrary to suggestions given in other reports, is that the Bangladeshi diet does not appear to be deficient in Se and this may explain why the blood Se concentrations in Bangladeshis is similar to the USA population. This requires further investigation and detailed dietary and human biomonitoring studies on the Bangladeshi population should be conducted. Rice and fish were the main sources of dietary As and Se for Bangladeshis. Leafy vegetables could also be a significant contributor of high concentration of As in the Bangladeshi diet. The flesh and eggs of Hilsha (Tenualosa ilisha) species of fish were found to contain particularly high levels of total arsenic (range 0.77–6.15 mg/kg) although this is likely to be dominated by the non-toxic organoarsenic species.
孟加拉国数百万人通过饮用水和食用食物暴露于高浓度的有毒元素砷(As)。另据报道,孟加拉国人必需元素硒(Se)的摄入量较低,硒是一种重要的抗氧化剂,被认为可以抵消砷的毒性。我们在此报告了孟加拉国人群中砷和硒的总摄入量,基于对一系列孟加拉国食品的电感耦合等离子体质谱(ICP-MS)分析。每日从食物中摄取砷和硒的总量分别为74.2和87.7 μg/d。如果再加上饮用和煮饭用水中的砷,每天的TDI将增加到385 μg。与其他报告中提出的建议相反,我们研究的一个重要发现是,孟加拉国人的饮食似乎并不缺乏硒,这可能解释了为什么孟加拉国人的血硒浓度与美国人相似。这需要进一步调查,并对孟加拉国人口进行详细的饮食和人体生物监测研究。大米和鱼是孟加拉国人膳食中砷和硒的主要来源。绿叶蔬菜也可能是孟加拉国饮食中砷含量高的一个重要原因。发现Hilsha (Tenualosa ilisha)鱼类的肉和卵含有特别高的总砷含量(范围为0.77-6.15毫克/公斤),尽管这可能主要是无毒的有机砷种类。
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引用次数: 7
Theoretical and clinical aspects of the use of thermography in non-invasive medical diagnosis 热成像在非侵入性医学诊断中的应用的理论和临床方面
Pub Date : 2017-01-05 DOI: 10.3233/BSI-160152
F. J. González
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引用次数: 8
Infrared imaging in histopathology: Is a unified approach possible? 组织病理学中的红外成像:统一的方法可能吗?
Pub Date : 2017-01-05 DOI: 10.3233/BSI-160151
E. Goormaghtigh
BACKGROUND: infrared imaging has emerged as a new promising tool in histopathology to provide label free analysis of tissue sections. Interestingly, infrared imaging has the potential to measure many markers at the same time, on one section, without staining. It has been demonstrated to deliver accurate results in numerous cancer pathologies. Yet, today, it is not used in routine diagnostics. The gap between the demonstrated potential and the applications is striking. The reasons why FTIR imaging is not used in the clinics are multiple but one of them is a major obstacle: the diversity of sample preparation, image recording parameters and pre-analytical methods used by the different research groups. This diversity prevents comparison of data and thereby the large scale validation necessary to enter the medical world. OBJECTIVE: we will briefly review here the main aspects of data acquisition and processing used in infrared imaging of tissue sections for which a common approach should be considered. RESULTS: considering requirement for spectral histopathology, the development of the technology and the literature on this topic, guidelines ruling sample preparation and pre-analytical methods do emerge. CONCLUSIONS: consensus values are proposed for most parameters whose current diversity prevents the exchange of data among institutions and thereby the validation of the method on a large scale.
背景:红外成像已成为组织病理学中一种新的有前途的工具,可以提供组织切片的无标记分析。有趣的是,红外成像有可能在一个切片上同时测量许多标记物,而无需染色。它已被证明在许多癌症病理中提供准确的结果。然而,今天,它还没有被用于常规诊断。所展示的潜力与应用之间的差距是惊人的。FTIR成像不用于临床的原因有多个,但其中一个是主要障碍:不同研究小组使用的样品制备、图像记录参数和预分析方法的多样性。这种多样性阻止了数据的比较,从而阻止了进入医学界所需的大规模验证。目的:我们将在这里简要回顾组织切片红外成像中使用的数据采集和处理的主要方面,应该考虑一种常见的方法。结果:考虑到光谱组织病理学的要求、技术的发展和有关该主题的文献,确实出现了关于样品制备和预分析方法的指导方针。结论:对大多数参数提出了共识值,这些参数目前的多样性阻碍了机构之间的数据交换,从而阻碍了该方法的大规模验证。
{"title":"Infrared imaging in histopathology: Is a unified approach possible?","authors":"E. Goormaghtigh","doi":"10.3233/BSI-160151","DOIUrl":"https://doi.org/10.3233/BSI-160151","url":null,"abstract":"BACKGROUND: infrared imaging has emerged as a new promising tool in histopathology to provide label free analysis of tissue sections. Interestingly, infrared imaging has the potential to measure many markers at the same time, on one section, without staining. It has been demonstrated to deliver accurate results in numerous cancer pathologies. Yet, today, it is not used in routine diagnostics. The gap between the demonstrated potential and the applications is striking. The reasons why FTIR imaging is not used in the clinics are multiple but one of them is a major obstacle: the diversity of sample preparation, image recording parameters and pre-analytical methods used by the different research groups. This diversity prevents comparison of data and thereby the large scale validation necessary to enter the medical world. OBJECTIVE: we will briefly review here the main aspects of data acquisition and processing used in infrared imaging of tissue sections for which a common approach should be considered. RESULTS: considering requirement for spectral histopathology, the development of the technology and the literature on this topic, guidelines ruling sample preparation and pre-analytical methods do emerge. CONCLUSIONS: consensus values are proposed for most parameters whose current diversity prevents the exchange of data among institutions and thereby the validation of the method on a large scale.","PeriodicalId":44239,"journal":{"name":"Biomedical Spectroscopy and Imaging","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.3233/BSI-160151","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46360114","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: 18
Phase-encoded single-voxel magnetic resonance spectroscopy for suppressing outer volume signals at 7 Tesla. 用于抑制7特斯拉外部体积信号的相位编码单体素磁共振波谱。
Pub Date : 2017-01-01 Epub Date: 2017-12-27 DOI: 10.3233/BSI-170168
Ningzhi Li, Li An, Christopher Johnson, Jun Shen

Background: Due to imperfect slice profiles, unwanted signals from outside the selected voxel may significantly contaminate metabolite signals acquired using in vivo magnetic resonance spectroscopy (MRS). The use of outer volume suppression may exceed the SAR threshold, especially at high field.

Objective: We propose using phase-encoding gradients after radiofrequency (RF) excitation to spatially encode unwanted signals originating from outside of the selected single voxel.

Methods: Phase-encoding gradients were added to a standard single voxel point-resolved spectroscopy (PRESS) sequence which selects a 2 × 2 × 2 cm3 voxel. Subsequent spatial Fourier transform was used to encode outer volume signals. Phantom and in vivo experiments were performed using both phase-encoded PRESS and standard PRESS at 7 Tesla. Quantification was performed using fitting software developed in-house.

Results: Both phantom and in vivo studies showed that spectra from the phase-encoded PRESS sequence were relatively immune from contamination by oil signals and have more accurate quantification results than spectra from standard PRESS spectra of the same voxel.

Conclusion: The proposed phase-encoded single-voxel PRESS method can significantly suppress outer volume signals that may appear in the spectra of standard PRESS without increasing RF power deposition.

背景:由于切片轮廓不完美,来自所选体素外的无用信号可能会严重污染使用体内磁共振波谱(MRS)获得的代谢物信号。外部体积抑制的使用可能超过SAR阈值,特别是在高场下。目的:我们提出在射频(RF)激励后使用相位编码梯度对来自选定单个体素以外的无用信号进行空间编码。方法:选取2 × 2 × 2 cm3体素的标准单体素点分辨光谱(PRESS)序列,加入相位编码梯度。随后利用空间傅里叶变换对外部体信号进行编码。幻体和体内实验采用7特斯拉的相位编码PRESS和标准PRESS进行。使用内部开发的拟合软件进行定量。结果:实验和体内实验均表明,相位编码PRESS序列的光谱相对不受油信号的污染,定量结果比同一体素的标准PRESS光谱更准确。结论:所提出的相位编码单体素PRESS方法可以在不增加射频功率沉积的情况下显著抑制标准PRESS光谱中可能出现的外体积信号。
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引用次数: 1
Assessment of mezcal aging combining Raman spectroscopy and multivariate analysis techniques 结合拉曼光谱和多变量分析技术评价mezcal老化
Pub Date : 2017-01-01 DOI: 10.3233/BSI-170163
M. Ramírez-Elías, E. Guevara, C. Zamora-Pedraza, I. F. B. Juárez, M. Bárcenas, F. Ruiz, F. J. González
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引用次数: 3
Quantifying collagen fibre architecture in articular cartilage using small-angle X-ray scattering 小角度x射线散射定量关节软骨胶原纤维结构
Pub Date : 2017-01-01 DOI: 10.3233/BSI-170164
S. Tadimalla, Monique Tourell, R. Knott, K. Momot
Collagen fibre architecture in articular cartilage is commonly described in terms of the predominant direction of fibre alignment. X-ray scattering has been used to study the distribution of fibre orientations in cartilage. In this paper, a new methodology for the analysis of small-angle X-ray scattering (SAXS) patterns of articular cartilage in order to quantitatively determine the distribution of collagen fibre orientations in the tissue is presented. A simple three-component model was used to fit intensity data from SAXS patterns to separate diffraction maxima from general diffuse scatter. Deconvolution of angular distributions of intensities of diffraction maxima obtained from SAXS patterns of articular cartilage and ligament samples yielded fibre orientation distributions in the cartilage samples. The methodology developed in this study worked reliably on a large set of SAXS patterns collected from native, dehydrated and trypsin-treated articular cartilage samples. The methods can be extended to quantitative analysis of small or wide angle X-ray scattering patterns obtained from other collagenous materials.
关节软骨中的胶原纤维结构通常以纤维排列的主要方向来描述。x射线散射已被用于研究软骨中纤维取向的分布。本文提出了一种新的方法,用于分析关节软骨的小角度x射线散射(SAXS)模式,以定量确定组织中胶原纤维取向的分布。一个简单的三分量模型用于拟合来自SAXS图样的强度数据,以分离衍射最大值和一般漫射散射。从关节软骨和韧带样品的SAXS模式中获得的衍射最大值强度角分布的反卷积得到软骨样品中的纤维取向分布。本研究中开发的方法可靠地适用于从天然、脱水和胰蛋白酶处理的关节软骨样本中收集的大量SAXS模式。该方法可推广到其他胶原材料的小角或广角x射线散射图的定量分析。
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引用次数: 8
期刊
Biomedical Spectroscopy and Imaging
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