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通过二次谐波产生显微镜评估骨关节炎酶降解模型中的胶原变化。

Assessing collagen alterations in enzymatic degradation models of osteoarthritis via second harmonic generation microscopy.

机构信息

Department of Biomedical Engineering, University of Wisconsin-Madison, 1550 Engineering Dr, Madison, WI, 53706, USA.

Department of Biomedical Engineering, University of Wisconsin-Madison, 1550 Engineering Dr, Madison, WI, 53706, USA; Department of Physics, University of Wisconsin-Madison, 1150 University Ave, Madison, WI, 53706, USA.

出版信息

Osteoarthritis Cartilage. 2021 Nov;29(11):1590-1599. doi: 10.1016/j.joca.2021.08.004. Epub 2021 Aug 25.

Abstract

INTRODUCTION

Structural changes in the collagen II architecture of osteoarthritis (OA) are poorly understood, which is a large shortcoming in the early diagnosis of this disease. Though degradation can be simulated by enzymes including trypsin and bacterial collagenase, the specific structural features of each digestion and their relationship to naturally occurring OA remain unclear.

EXPERIMENTAL DESIGN

We used collagen sensitive/specific Second Harmonic Generation (SHG) microscopy in conjunction with optical scattering measurements to probe the resulting architecture changes in bovine knee cartilage upon trypsin and collagenase degradation. Image features extracted from SHG images were used to train a linear discriminant (LD) model capable of classifying enzymatic degradation, which was then applied to human cartilage with varied modified Mankin histological scores.

RESULTS

The treatment of cartilage with these enzymes resulted in more disorganized collagen structure, where this effect was greatest with collagenase treatment. Using the LD model, we classified the control and degraded tissues in the three zones with >92% accuracy, showing that these enzymes have distinct activity on the collagen assembly. Application of the LD model to human cartilage indicated that collagenase effects were more representative of in vivo degeneration and were also consistent with damage beginning at the articular surface and progressing into deeper zones.

CONCLUSIONS

SHG and optical scattering measurements successfully delineate trypsin and collagenase degradation and suggest that collagen alterations in human OA are better simulated by the latter mechanism. These results lay the groundwork for using high-resolution SHG and optical scattering as an earlier diagnostic tool than is currently available.

摘要

简介

骨关节炎 (OA) 中 II 型胶原结构的变化知之甚少,这是这种疾病早期诊断的一大缺陷。尽管可以通过包括胰蛋白酶和细菌胶原酶在内的酶来模拟降解,但每种消化的具体结构特征及其与自然发生的 OA 的关系尚不清楚。

实验设计

我们使用胶原敏感/特异的二次谐波产生 (SHG) 显微镜结合光学散射测量来探测牛膝关节软骨在胰蛋白酶和胶原酶降解后产生的结构变化。从 SHG 图像中提取的图像特征用于训练能够对酶促降解进行分类的线性判别 (LD) 模型,然后将该模型应用于具有不同改良 Mankin 组织学评分的人类软骨。

结果

这些酶处理软骨会导致胶原结构更加紊乱,其中胶原酶处理的效果最大。使用 LD 模型,我们以超过 92%的准确率对三个区域的对照和降解组织进行分类,表明这些酶对胶原组装具有不同的活性。LD 模型在人类软骨上的应用表明,胶原酶的作用更能代表体内退变,并且与从关节表面开始并向更深层区域进展的损伤一致。

结论

SHG 和光散射测量成功描绘了胰蛋白酶和胶原酶的降解,并表明在人类 OA 中,胶原的改变通过后一种机制得到更好的模拟。这些结果为使用高分辨率 SHG 和光散射作为比当前可用的更早的诊断工具奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be9/8542598/2c16f04665b8/nihms-1742225-f0001.jpg

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