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采用 NMR 和主成分分析研究睑板腺功能障碍患者的人眼脂脂质组成差异。

Differences in human meibum lipid composition with meibomian gland dysfunction using NMR and principal component analysis.

机构信息

Department of Ophthalmology and Visual Sciences, University of Louisville, Louisville, Kentucky, USA.

出版信息

Invest Ophthalmol Vis Sci. 2012 Jan 25;53(1):337-47. doi: 10.1167/iovs.11-8551.


DOI:10.1167/iovs.11-8551
PMID:22131391
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3292369/
Abstract

PURPOSE: Nuclear magnetic resonance (NMR) spectroscopy has been used to quantify lipid wax, cholesterol ester terpenoid and glyceride composition, saturation, oxidation, and CH₂ and CH₃ moiety distribution. This tool was used to measure changes in human meibum composition with meibomian gland dysfunction (MGD). METHODS: (1)H-NMR spectra of meibum from 39 donors with meibomian gland dysfunction (Md) were compared to meibum from 33 normal donors (Mn). RESULTS: Principal component analysis (PCA) was applied to the CH₂/CH₃ regions of a set of training NMR spectra of human meibum. PCA discriminated between Mn and Md with an accuracy of 86%. There was a bias toward more accurately predicting normal samples (92%) compared with predicting MGD samples (78%). When the NMR spectra of Md were compared with those of Mn, three statistically significant decreases were observed in the relative amounts of CH₃ moieties at 1.26 ppm, the products of lipid oxidation above 7 ppm, and the =CH moieties at 5.2 ppm associated with terpenoids. CONCLUSIONS: Loss of the terpenoids could be deleterious to meibum since they exhibit a plethora of mostly positive biological functions and could account for the lower level of cholesterol esters observed in Md compared with Mn. All three changes could account for the higher degree of lipid order of Md compared with age-matched Mn. In addition to the power of NMR spectroscopy to detect differences in the composition of meibum, it is promising that NMR can be used as a diagnostic tool.

摘要

目的:磁共振(NMR)光谱已被用于定量脂质蜡、胆固醇酯萜类和甘油酯的组成、饱和度、氧化以及 CH₂ 和 CH₃ 部分的分布。该工具用于测量患有睑板腺功能障碍(MGD)的人眼部分泌物成分的变化。

方法:(1)对 39 名睑板腺功能障碍(Md)患者的眼部分泌物与 33 名正常供体(Mn)的眼部分泌物的(1)H-NMR 谱进行比较。

结果:对一组人眼部分泌物的 NMR 光谱的 CH₂/CH₃ 区域进行主成分分析(PCA)。PCA 可以准确区分 Mn 和 Md,准确率为 86%。与预测 MGD 样本(78%)相比,准确预测正常样本的能力存在偏差(92%)。当比较 Md 的 NMR 谱与 Mn 的 NMR 谱时,在 1.26 ppm 处 CH₃ 部分的相对量、7 ppm 以上的脂质氧化产物以及与萜类相关的 5.2 ppm 处 =CH 部分观察到三个具有统计学意义的减少。

结论:萜类化合物的丧失可能对眼部分泌物有害,因为它们表现出多种主要的积极生物学功能,并且可以解释与 Mn 相比,在 Md 中观察到的胆固醇酯水平较低的原因。与年龄匹配的 Mn 相比,所有这三种变化都可以解释 Md 中脂质有序性更高的原因。除了 NMR 光谱能够检测到眼部分泌物成分的差异之外,NMR 有望成为一种诊断工具。

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本文引用的文献

[1]
Changes in human meibum lipid composition with age using nuclear magnetic resonance spectroscopy.

Invest Ophthalmol Vis Sci. 2012-1-31

[2]
Analysis of the composition of lipid in human meibum from normal infants, children, adolescents, adults, and adults with meibomian gland dysfunction using ¹H-NMR spectroscopy.

Invest Ophthalmol Vis Sci. 2011-9-21

[3]
Quantification of human sebum on skin and human meibum on the eye lid margin using Sebutape®, spectroscopy and chemical analysis.

Curr Eye Res. 2011-6

[4]
The international workshop on meibomian gland dysfunction: report of the subcommittee on tear film lipids and lipid-protein interactions in health and disease.

Invest Ophthalmol Vis Sci. 2011-3-30

[5]
Human meibum lipid conformation and thermodynamic changes with meibomian-gland dysfunction.

Invest Ophthalmol Vis Sci. 2011-6-1

[6]
Carotenoid-related alteration of cell membrane fluidity impacts Staphylococcus aureus susceptibility to host defense peptides.

Antimicrob Agents Chemother. 2010-11-29

[7]
Influence of harvest method and period on olive oil composition: an NMR and statistical study.

J Agric Food Chem. 2010-10-27

[8]
Nonobvious obstructive meibomian gland dysfunction.

Cornea. 2010-12

[9]
Chemistry and biotechnology of carotenoids.

Crit Rev Food Sci Nutr. 2010-9

[10]
Confirmation of changes in human meibum lipid infrared spectra with age using principal component analysis.

Curr Eye Res. 2010-9

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