Saxena S K, Ibrahim A N, Chaudhury S, Thukral S S
Department of Electrical Engineering, Indian Institute of Technology, New Delhi, 110 016.
Indian J Exp Biol. 2000 Feb;38(2):167-76.
Protein fingerprinting is a widely used technique in epidemiological studies for typing bacterial strains. This study reports the development of a computer based gel analysis system. The system has the capability to analyse SDS-PAGE whole-cell protein profiles using digital image processing techniques. The software incorporates spatial and frequency domain operators for image enhancement, support for geometric correction of images and new algorithms for identification of strain tracks and protein bands. The system also provides facilities for correcting imaging defects for inter-gel comparison, similarity analysis, clustering and pictorial representation of results as a dendrogram. The software is highly interactive, user-friendly and can produce accurate results for differentiation of bacterial strains with minimal overhead of time.
蛋白质指纹图谱是流行病学研究中广泛用于细菌菌株分型的技术。本研究报告了一种基于计算机的凝胶分析系统的开发情况。该系统有能力使用数字图像处理技术分析SDS - PAGE全细胞蛋白质谱。该软件包含用于图像增强的空间和频域算子,支持图像的几何校正以及用于识别菌株条带和蛋白质条带的新算法。该系统还提供了校正成像缺陷的功能,用于凝胶间比较、相似性分析、聚类以及将结果以树形图的形式进行图形表示。该软件具有高度的交互性、用户友好性,并且能够以最少的时间开销为细菌菌株的鉴别产生准确结果。