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滑液的红外光谱作为诊断与颅交叉韧带断裂相关的自然发生的犬骨关节炎的一种潜在筛查方法。

Infrared spectroscopy of synovial fluid as a potential screening approach for the diagnosis of naturally occurring canine osteoarthritis associated with cranial cruciate ligament rupture.

作者信息

Malek Sarah, Marini Federico, Rochat Mark C, Béraud Romain, Wright Glenda M, Riley Christopher B

机构信息

Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, 625 Harrison St., West Lafayette, IN, USA.

Department of Chemistry, University of Rome La Sapienza, P.le Aldo Moro 5, I-00185, Rome, Italy.

出版信息

Osteoarthr Cartil Open. 2020 Nov 11;2(4):100120. doi: 10.1016/j.ocarto.2020.100120. eCollection 2020 Dec.

Abstract

OBJECTIVE

To evaluate infrared (IR) spectroscopy of synovial fluid (SF) as tool to differentiate between knees of dogs with naturally occurring OA associated with cranial cruciate ligament rupture (CrCLR) and controls.

METHOD

104 adult dogs with CrCLR (affected group) and 50 adult control dogs were recruited in a prospective observational study. Synovial fluid (SF) samples were collected preoperatively from dogs with CrCLR and from a subset of these at 4-, and 12-week post-surgery. Knee samples were collected bilaterally once from control dogs. Dried synovial fluid films were made, and IR absorbance spectra acquired. After preprocessing, partial least squares discriminant analysis (PLS-DA) and ANOVA-simultaneous component analysis (ASCA) were used to evaluate group and temporal differences, and to develop predictive models.

RESULTS

There were statistically significant spectral differences between the SF of OA affected and control dogs at all three time-points (P < 0.001). Pairwise comparison of spectral SF of knees with CrCLR over time showed statistically significant differences amongst all three time-points (P < 0.001). The predictive model for identifying the affected group from control had sensitivity, specificity and overall accuracy of 97.6%, 99.7% and 98.6%, respectively.

CONCLUSIONS

The findings demonstrate the ability of FTIR-spectroscopy of synovial fluid combined with chemometric methods to accurately differentiate dogs with OA secondary to CrCLR from controls. The role of this IR-based screening test as a diagnostic and monitoring biomarker for OA specific to the joint being sampled warrants further investigation.

摘要

目的

评估滑液(SF)的红外(IR)光谱作为区分自然发生的与颅交叉韧带断裂(CrCLR)相关的骨关节炎(OA)犬膝关节和对照犬膝关节的工具。

方法

在一项前瞻性观察研究中招募了104只患有CrCLR的成年犬(患病组)和50只成年对照犬。在术前从患有CrCLR的犬以及其中一部分在术后4周和12周采集滑液(SF)样本。从对照犬双侧采集一次膝关节样本。制作干燥的滑液薄膜,并获取红外吸收光谱。经过预处理后,使用偏最小二乘判别分析(PLS - DA)和方差分析 - 同步成分分析(ASCA)来评估组间和时间差异,并建立预测模型。

结果

在所有三个时间点,OA患犬和对照犬的滑液光谱存在统计学显著差异(P < 0.001)。随着时间推移,对患有CrCLR的膝关节滑液光谱进行两两比较,显示所有三个时间点之间存在统计学显著差异(P < 0.001)。从对照中识别患病组的预测模型的敏感性、特异性和总体准确率分别为97.6%、99.7%和98.6%。

结论

研究结果表明,滑液的傅里叶变换红外光谱结合化学计量学方法能够准确区分继发于CrCLR的OA犬和对照犬。这种基于红外的筛查测试作为所采样关节特有的OA诊断和监测生物标志物的作用值得进一步研究。

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