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A comparison of region-based and pixel-based CEUS kinetics parameters in the assessment of arthritis

机译:关节炎评估中基于区域和基于像素的CEUS动力学参数的比较

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Inflammatory rheumatic diseases are leading causes of disability and constitute a frequent medical disorder, leading to inability to work, high comorbidity and increased mortality. The gold-standard for diagnosing and differentiating arthritis is based on patient conditions and radiographic findings, as joint erosions or decalcification. However, early signs of arthritis are joint effusion, hypervascularization and synovial hypertrophy. In particular, vascularization has been shown to correlate with arthritis' destructive behavior, more than clinical assessment. Contrast Enhanced Ultrasound (CEUS) examination of the small joints is emerging as a sensitive tool for assessing vascularization and disease activity. The evaluation of perfusion pattern rely on subjective semi-quantitative scales, that are able to capture the macroscopic degree of vascularization, but are unable to detect the subtler differences in kinetics perfusion parameters that might lead to a deeper understanding of disease progression and a better management of patients. Quantitative assessment is mostly performed by means of the Qontrast software package, that requires the user to define a region of interest, whose mean intensity curve is fitted with an exponential function. We show that using a more physiologically motivated perfusion curve, and by estimating the kinetics parameters separately pixel per pixel, the quantitative information gathered is able to differentiate more effectively different perfusion patterns. In particular, we will show that a pixel-based analysis is able to provide significant markers differentiating rheumatoid arthritis from simil-rheumatoid psoriatic arthritis, that have non-significant differences in clinical evaluation (DAS28), serological markers, or region-based parameters.
机译:炎性风湿病是导致残疾的主要原因,并构成常见的医学疾病,导致无法工作,合并症和死亡率增加。诊断和区分关节炎的金标准是基于患者的状况和影像学发现,如关节糜烂或脱钙。但是,关节炎的早期迹象是关节积液,血管过度形成和滑膜肥大。特别是,血管生成已被证明与关节炎的破坏行为相关,而不仅仅是临床评估。小关节的对比增强超声(CEUS)检查正在成为评估血管化和疾病活动的敏感工具。灌注模式的评估依赖于主观的半定量量表,该量表能够捕获宏观的血管形成程度,但无法检测动力学灌注参数的微妙差异,从而可能导致对疾病进展的更深刻理解和更好的管理的患者。定量评估主要是通过Qontrast软件包进行的,该软件包要求用户定义一个感兴趣的区域,该区域的平均强度曲线具有指数函数。我们表明,使用更具生理动机的灌注曲线,并通过分别估算每个像素的动力学参数,收集的定量信息能够更有效地区分不同的灌注模式。特别是,我们将显示基于像素的分析能够提供区分类风湿关节炎和类似类风湿性牛皮癣关节炎的重要标志物,这些标志物在临床评估(DAS28),血清学标志物或基于区域的参数方面无显着差异。

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