Aliahmad Behzad, Tint Aye Nyein, Poosapadi Arjunan Sridhar, Rani Priya, Kumar Dinesh Kant, Miller Julie, Zajac Jeffrey D, Wang Gayathiri, Ekinci Elif Ilhan
1 School of Engineering, RMIT University, Melbourne, Australia.
2 The University of Melbourne, Department of Medicine, Austin Health Heidelberg, Australia.
J Diabetes Sci Technol. 2019 May;13(3):561-567. doi: 10.1177/1932296818803115. Epub 2018 Sep 26.
In clinical practice, both area and temperature of the ulcer have been shown to be effective in tracking the healing status of diabetes-related foot ulcer (DRFU). However, traditionally, the area of the DRFU is measured regardless of the temperature distribution. The current prospective, observational study used thermal imaging, as a more accurate tool, to measure both the area and the temperature of DRFU. We aimed to predict healing of DRFU using thermal imaging within the first 4 weeks of ulceration.
A pilot study was conducted where thermal and color images of 26 neuropathic DRFUs (11 healing vs 15 nonhealing) from individuals with type 1 or 2 diabetes were taken at the initial clinic visit (baseline), at week 2, and at week 4. The thermal images were segmented into isothermal patches to identify the wound boundary and area corresponding to temperature distribution. Five parameters were obtained: temperature of the wound bed, area of the isothermal patch of the wound bed, area of isothermal patch of periwound, number of isolated isothermal patches of the wound region, and physical wound bed area from color image. The ulcers were also measured by experienced podiatrists over 4 consecutive weeks and used as the healing reference.
For healing cases, the ratio of the area of the wound bed to its baseline measured using thermal images was found to be significantly lower at 2 weeks compared to nonhealing cases and this corresponded with a 50% reduction in area of DRFU at 4 weeks (group rank-based nonparametric analysis of variance P = .036). In comparison, neither the planimetric area measured using color images nor the temperature of the wound bed was associated with the healing.
This study of 26 patients demonstrates that change in the isothermal area of DRFU can predict the healing status at week 4. Thermal imaging of DRFUs has the advantage of incorporating both area and temperature allowing for early prediction of the healing of these ulcers. Further studies with greater sample sizes are required to test the significance of these results.
在临床实践中,溃疡的面积和温度均已被证明可有效追踪糖尿病相关足部溃疡(DRFU)的愈合状况。然而,传统上,DRFU的面积测量并未考虑温度分布情况。当前这项前瞻性观察性研究使用热成像这一更为精确的工具,来测量DRFU的面积和温度。我们旨在利用热成像在溃疡形成的前4周内预测DRFU的愈合情况。
开展了一项试点研究,对1型或2型糖尿病患者的26个神经性DRFU(11个愈合,15个未愈合)在初次门诊就诊(基线)、第2周和第4周时拍摄热图像和彩色图像。热图像被分割为等温斑块,以确定伤口边界及与温度分布对应的面积。获取了五个参数:伤口床温度、伤口床等温斑块面积、伤口周围等温斑块面积、伤口区域孤立等温斑块数量以及彩色图像中的实际伤口床面积。经验丰富的足病医生也在连续4周内对溃疡进行测量,并将其用作愈合参考。
对于愈合病例,发现使用热图像测量的伤口床面积与其基线面积之比在第2周时显著低于未愈合病例,且这与第4周时DRFU面积减少50%相对应(基于组秩的非参数方差分析P = .036)。相比之下,使用彩色图像测量的平面面积以及伤口床温度均与愈合无关。
这项针对26名患者的研究表明,DRFU等温面积的变化可预测第4周时的愈合状况。DRFU的热成像具有兼顾面积和温度的优势,能够对这些溃疡的愈合进行早期预测。需要开展更大样本量的进一步研究来检验这些结果的显著性。