CINVESTAV-Monterrey, Apodaca, 66600, Mexico.
CONACYT-Instituto de Física "Manuel Sandoval Vallarta", San Luis Potosí, 78000, Mexico.
Sci Rep. 2018 Jun 25;8(1):9580. doi: 10.1038/s41598-018-27959-0.
The deposit patterns derived from droplet evaporation allow current development of medical tests and new strategies for diagnostic in patients. For such purpose, the development and implementation of algorithms capable of characterizing and differentiating deposits are crucial elements. We report the study of deposit patterns formed by the droplet evaporation of binary mixtures of proteins containing NaCl. Optical microscopy reveals aggregates such as tip arrow-shaped, dendritic and semi-rosette patterns, needle-like and scalloped lines structures, as well as star-like and prism-shaped salt crystals. We use the first-order statistics (FOS) and gray level co-occurrence matrix (GLCM) to characterize the complex texture of deposit patterns. Three significant findings arise from this analysis: first, the FOS and GLCM parameters structurally characterize protein deposits. Secondly, they conform to simple exponential laws that change as a function of the NaCl concentration. Finally, the parameters are capable of revealing the different structural changes that occur during the droplet evaporation.
液滴蒸发所形成的沉积物模式为当前的医学检验发展和病患诊断新策略提供了可能。为此,开发和实施能够对沉积物进行特征描述和区分的算法是至关重要的元素。我们报告了含有 NaCl 的蛋白质二元混合物液滴蒸发所形成的沉积物模式的研究。光学显微镜揭示了各种不同的沉积物形态,如尖头箭形、树枝状和半玫瑰花形、针状和扇形线结构,以及星状和棱柱形盐晶体。我们使用一阶统计(FOS)和灰度共生矩阵(GLCM)来描述沉积物复杂的纹理特征。通过这个分析有三个重要的发现:首先,FOS 和 GLCM 参数从结构上对蛋白质沉积物进行了特征描述。其次,它们符合简单的指数定律,且会随着 NaCl 浓度的变化而变化。最后,这些参数能够揭示液滴蒸发过程中发生的不同结构变化。