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SpotMetrics:用于自动检测和测量色素细胞的开源图像分析软件插件。

SpotMetrics: An Open-Source Image-Analysis Software Plugin for Automatic Chromatophore Detection and Measurement.

作者信息

Hadjisolomou Stavros P, El-Haddad George

机构信息

Department of Social and Behavioral Sciences, American University of KuwaitSalmiya, Kuwait; First Year Experience Program, American University of KuwaitSalmiya, Kuwait.

Scientific Software Engineer, Scientific Software Consultancy and Training Jeita, Lebanon.

出版信息

Front Physiol. 2017 Mar 1;8:106. doi: 10.3389/fphys.2017.00106. eCollection 2017.

Abstract

Coleoid cephalopods (squid, octopus, and sepia) are renowned for their elaborate body patterning capabilities, which are employed for camouflage or communication. The specific chromatic appearance of a cephalopod, at any given moment, is a direct result of the combined action of their intradermal pigmented chromatophore organs and reflecting cells. Therefore, a lot can be learned about the cephalopod coloration system by video recording and analyzing the activation of individual chromatophores in time. The fact that adult cephalopods have small chromatophores, up to several hundred thousand in number, makes measurement and analysis over several seconds a difficult task. However, current advancements in videography enable high-resolution and high framerate recording, which can be used to record chromatophore activity in more detail and accuracy in both space and time domains. In turn, the additional pixel information and extra frames per video from such recordings result in large video files of several gigabytes, even when the recording spans only few minutes. We created a software plugin, "SpotMetrics," that can automatically analyze high resolution, high framerate video of chromatophore organ activation in time. This image analysis software can track hundreds of individual chromatophores over several hundred frames to provide measurements of size and color. This software may also be used to measure differences in chromatophore activation during different behaviors which will contribute to our understanding of the cephalopod sensorimotor integration system. In addition, this software can potentially be utilized to detect numbers of round objects and size changes in time, such as eye pupil size or number of bacteria in a sample. Thus, we are making this software plugin freely available as open-source because we believe it will be of benefit to other colleagues both in the cephalopod biology field and also within other disciplines.

摘要

头足纲软体动物(鱿鱼、章鱼和乌贼)以其复杂的身体图案形成能力而闻名,这些能力用于伪装或交流。在任何给定时刻,头足纲动物的特定色彩外观是其皮内色素细胞器官和反射细胞共同作用的直接结果。因此,通过视频记录和及时分析单个色素细胞的激活情况,可以对头足纲动物的色素沉着系统有很多了解。成年头足纲动物的色素细胞很小,数量多达几十万,这使得在几秒钟内进行测量和分析成为一项艰巨的任务。然而,目前摄像技术的进步使得高分辨率和高帧率记录成为可能,可用于在空间和时间域更详细、准确地记录色素细胞的活动。反过来,这种记录产生的额外像素信息和每个视频的额外帧数会导致生成几GB的大型视频文件,即使记录仅持续几分钟。我们创建了一个软件插件“SpotMetrics”,它可以自动及时分析色素细胞器官激活的高分辨率、高帧率视频。这个图像分析软件可以在几百帧中跟踪数百个单个色素细胞,以提供大小和颜色的测量。该软件还可用于测量不同行为期间色素细胞激活的差异,这将有助于我们对头足纲动物感觉运动整合系统的理解。此外,该软件有可能用于检测圆形物体的数量和随时间的大小变化,例如眼睛瞳孔大小或样本中细菌的数量。因此,我们将这个软件插件作为开源软件免费提供,因为我们相信它将对头足纲生物学领域以及其他学科的其他同事有益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc5b/5331055/5f2578297a54/fphys-08-00106-g0001.jpg

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