Malhan Deeksha, Muelke Matthias, Rosch Sebastian, Schaefer Annemarie B, Merboth Felix, Weisweiler David, Heiss Christian, Arganda-Carreras Ignacio, El Khassawna Thaqif
Experimental Trauma Surgery, Faculty of Medicine, Justus-Liebig University of Giessen, Giessen, Germany.
Department of Trauma, Hand, and Reconstructive Surgery, University Hospital of Giessen and Marburg, Giessen, Germany.
Front Endocrinol (Lausanne). 2018 Nov 21;9:666. doi: 10.3389/fendo.2018.00666. eCollection 2018.
Bone histomorphometry allows quantitative evaluation of bone micro-architecture, bone formation, and bone remodeling by providing an insight to cellular changes. Histomorphometry plays an important role in monitoring changes in bone properties because of systemic skeletal diseases like osteoporosis and osteomalacia. Besides, quantitative evaluation plays an important role in fracture healing studies to explore the effect of biomaterial or drug treatment. However, until today, to our knowledge, bone histomorphometry remain time-consuming and expensive. This incited us to set up an open-source freely available semi-automated solution to measure parameters like trabecular area, osteoid area, trabecular thickness, and osteoclast activity. Here in this study, the authors present the adaptation of Trainable Weka Segmentation plugin of ImageJ to allow fast evaluation of bone parameters (trabecular area, osteoid area) to diagnose bone related diseases. Also, ImageJ toolbox and plugins (BoneJ) were adapted to measure osteoclast activity, trabecular thickness, and trabecular separation. The optimized two different scripts are based on ImageJ, by providing simple user-interface and easy accessibility for biologists and clinicians. The scripts developed for bone histomorphometry can be optimized globally for other histological samples. The showed scripts will benefit the scientific community in histological evaluation.
骨组织形态计量学通过洞察细胞变化,实现对骨微结构、骨形成和骨重塑的定量评估。由于骨质疏松症和骨软化症等全身性骨骼疾病,组织形态计量学在监测骨特性变化方面发挥着重要作用。此外,定量评估在骨折愈合研究中对于探索生物材料或药物治疗的效果也起着重要作用。然而,据我们所知,直到如今,骨组织形态计量学仍然既耗时又昂贵。这促使我们建立了一个开源的、免费可用的半自动解决方案,用于测量诸如小梁面积、类骨质面积、小梁厚度和破骨细胞活性等参数。在本研究中,作者展示了对ImageJ的可训练Weka分割插件进行改编,以实现对骨参数(小梁面积、类骨质面积)的快速评估,从而诊断与骨相关的疾病。此外,还对ImageJ工具箱和插件(BoneJ)进行了改编,以测量破骨细胞活性、小梁厚度和小梁间距。这两个经过优化的不同脚本基于ImageJ,为生物学家和临床医生提供了简单的用户界面和便捷的操作方式。为骨组织形态计量学开发的脚本可以针对其他组织学样本进行全局优化。所展示出的脚本将在组织学评估方面使科学界受益。