Department of Engineering Applications of Lasers, National Institute of Laser Enhanced Sciences, Cairo University, Egypt.
Department of Medical Applications of Lasers, National Institute of Laser Enhanced Sciences, Cairo University, Egypt.
Comput Biol Med. 2023 Sep;163:107196. doi: 10.1016/j.compbiomed.2023.107196. Epub 2023 Jun 20.
Skin wounding is a serious public health issue, especially when considering factors that accelerate tissue recovery. Consequently, the use of photodynamic therapy (PDT) as an effective wound-healing treatment has attracted more scientific attention. Although assessing the wound healing rate is crucial for appropriate monitoring of the probability of wound healing and evaluating the treatment efficiency, the currently used techniques lack the ability to provide such information. Therefore, this study has two aims, first, it contributes to the development of a new image-guided biospeckle system for quantitative monitoring of skin wound healing rate. Second, it evaluates the potential of using a novel synthesized PDT-mediated polyethylene glycol fabric with methylene blue (PEG-MB) hydrogel nanocomposite in accelerating wound healing. The proposed imaging system initially acquires raw biospeckle images from the wound regions of adult healthy albino mice treated with the synthesized hydrogel nanocomposite. Each raw biospeckle image is then converted into maps of morphological local-gradient matrices implemented from the combination of dilation and erosion operations at different radii up to 25 pixels. Subsequently, their intensity histogram statistics are computed, taking central moments as the feature set. Final characterization is achieved via a linear combination of the biospeckle statistics maintaining as much variance as possible using principal component analysis (PCA). The results confirmed by cytokine concentration measurement and histological investigation demonstrate that the innovative biospeckle image-guided system is ideal for investigating wound healing and suggest the potential of the hydrogel nanocomposite as an active dressing.
皮肤创伤是一个严重的公共卫生问题,特别是在考虑加速组织恢复的因素时。因此,光动力疗法(PDT)作为一种有效的伤口愈合治疗方法引起了更多的科学关注。尽管评估伤口愈合率对于适当监测伤口愈合的可能性和评估治疗效果至关重要,但目前使用的技术缺乏提供此类信息的能力。因此,本研究有两个目的,首先,它有助于开发一种新的基于图像引导的生物散斑系统,用于定量监测皮肤伤口愈合率。其次,它评估了使用新型合成的光动力疗法介导的聚乙二醇纤维与亚甲蓝(PEG-MB)水凝胶纳米复合材料加速伤口愈合的潜力。所提出的成像系统最初从用合成水凝胶纳米复合材料处理的成年健康白化小鼠的伤口区域获取原始生物散斑图像。然后,将每个原始生物散斑图像转换为形态局部梯度矩阵的映射,这些映射是通过在不同半径(最大 25 像素)处进行膨胀和腐蚀操作的组合得到的。然后,计算它们的强度直方图统计信息,并将中心矩作为特征集。最终的特征描述是通过使用主成分分析(PCA)尽可能多地保留生物散斑统计信息的线性组合来实现的。通过细胞因子浓度测量和组织学研究证实的结果表明,创新的生物散斑图像引导系统非常适合研究伤口愈合,并表明水凝胶纳米复合材料作为活性敷料的潜力。