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ThermoLabAnimal - A high-throughput analysis software for non-invasive thermal assessment of laboratory mice

机译:Thermolabanimal - 实验室小鼠非侵入性热评估的高通量分析软件

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摘要

Body temperature changes in laboratory mice are often assessed by invasive and stressful methods, which may confound the measurement. Infrared thermography is a possible non-invasive alternative, but the cost of standard thermal cameras, lack of dedicated software for biomedical purposes, and labour-intensiveness of thermal image analysis have limited their use. An additional limitation lies on the scarcity of research on the causing factors of differences between body surface and core body temperature. We propose a method for automatic assessment of mean body surface temperature in freely-moving mice, using dedicated software for thermal image analysis. While skin surface temperature may not necessarily be linearly correlated with core body temperature (in itself an imprecise concept), under standardized environmental conditions, such as those in which laboratory animals are kept, mean body surface temperature can provide useful information on their thermal status (i.e. deviations from normothermia, namely hypo- and hyperthermia). We developed a publicly available software that includes an imaging analysis workflow/algorithm for automatic segmentation of the pixels associated with the animal from the pixels associated with the background, removing the need for manually defining the area of analysis. A batch analysis mode is also available, for automatic and high-throughput analysis of all image files located in a folder. The software is compatible with the most widespread thermal camera manufacturer, 'FUR Systems', as well as with the low-cost 'Thermal Expert TE-Q1' miniaturized high-resolution thermal camera used for this study. Furthermore, the software has been validated in a mouse model expressing non-transient hypothermia, where the thermal analysis results were compared with readings from implanted thermo-sensitive passive integrated transponders tags. Thermography allows for thermal assessment of laboratory animals without the effect of handling stress on their physiology or behaviour. Our automatic image analysis software also removes observer errors and bias, while speeding up the data processing.
机译:实验室小鼠的体温变化通常通过侵入性和压力方法进行评估,这可能会混淆测量。红外热成像是一种可能的非侵入式替代品,但标准热摄像机的成本,缺乏用于生物医学目的的专用软件,以及热图像分析的劳动力激力有限。额外的限制是关于对体表和核心体温差异导致因素的研究稀缺。我们提出了一种使用专用软件进行热图像分析的专用软件,提出了一种自动评估平均体表面温度的方法。虽然在标准化的环境条件下,皮肤表面温度可能不一定与核心体温(本身是不精确的概念)线性相关的,但是在标准化的环境条件下,例如那些实验室动物的体内表面温度可以提供有关其热状态的有用信息(即与Narmothotmia偏离,即Hypo-和热疗)。我们开发了一种公开的软件,包括成像分析工作流程/算法,用于从与背景相关联的像素中与动物相关联的像素的自动分割,从而消除了手动定义分析区域的需要。批处理分析模式也可用,可用于位于文件夹中的所有图像文件的自动和高吞吐量分析。该软件与最广泛的热相机制造商,“毛皮系统”以及用于本研究的低成本热专家TE-Q1'小型化高分辨率热摄像头。此外,该软件已在表达非瞬时低温的小鼠模型中验证,其中将热分析结果与来自植入的热敏无源集成转发器标签的读数进行了比较。热成像允许实验室动物的热评估,而不会对其生理学或行为进行压力的影响。我们的自动图像分析软件还会删除观察者错误和偏置,同时加快数据处理。

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