Tan York Kiat, Lim Gek Hsiang
Department of Rheumatology and Immunology, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.
Duke-NUS Medical School, Singapore, Singapore.
Sci Rep. 2025 Aug 30;15(1):31960. doi: 10.1038/s41598-025-17901-6.
Joint inflammation at the bilateral knees of patients with rheumatoid arthritis (RA) was assessed using thermal imaging (TI) in comparison with ultrasonography. The minimum (T-min), maximum (T-max) and average (T-avg) temperatures at the lateral, anterior and medial knee aspects were correlated with ultrasound-detected grey-scale (GS) and power Doppler (PD) joint inflammation. The use of TI in identifying ultrasound GS score ≥ 2 and PD score > 0 were assessed using receiving operating characteristic (ROC) curve analysis. A subset of baseline thermograms were re-read > 2 weeks apart for intra-observer reliability testing using intra-class correlation coefficient (ICC) analysis. In this cross-sectional study (n = 95 RA patients), 570 thermograms were obtained while 190 knees were scanned by ultrasound. All TI parameters (T-min, T-max and T-avg) correlated significantly (P < 0.05) with ultrasound PD and GS scores (correlation coefficient ranged from 0.21 to 0.49). Using TI parameters to identify ultrasound PD score > 0 and GS score ≥ 2, the area under the ROC curves (AUCs) ranged from 0.63 to 0.82. The ICC values for the TI parameters were high (ranging from 0.997 to 0.999). Thermographic heat signatures are reflective of ultrasound-detected joint inflammation and can help discriminate ultrasound PD positivity/negativity and GS joint inflammation severity at the knees in patients with RA.
采用热成像(TI)技术并与超声检查相比较,对类风湿性关节炎(RA)患者双侧膝关节的炎症进行评估。膝关节外侧、前侧和内侧的最低(T-min)、最高(T-max)和平均(T-avg)温度与超声检测到的灰阶(GS)和能量多普勒(PD)关节炎症相关。使用受试者工作特征(ROC)曲线分析评估TI在识别超声GS评分≥2和PD评分>0方面的应用。使用组内相关系数(ICC)分析,对一部分基线热成像图在间隔超过2周后重新读取,以进行观察者内可靠性测试。在这项横断面研究(n = 95例RA患者)中,共获得570张热成像图,同时对190个膝关节进行了超声扫描。所有TI参数(T-min、T-max和T-avg)与超声PD和GS评分均显著相关(P < 0.05)(相关系数范围为0.21至0.49)。使用TI参数识别超声PD评分>0和GS评分≥2时,ROC曲线下面积(AUC)范围为0.63至0.82。TI参数的ICC值较高(范围为0.997至0.999)。热成像热特征反映了超声检测到的关节炎症,有助于区分RA患者膝关节超声PD阳性/阴性以及GS关节炎症的严重程度。