Carnegie Mellon University, Robotics Institute, Pittsburgh, PA, USA.
J Neurosci Methods. 2011 Apr 30;197(2):249-58. doi: 10.1016/j.jneumeth.2011.02.032. Epub 2011 Mar 15.
Vomiting is a common side effect of cancer chemotherapy and many drug treatments and diseases. In animal studies, the measurement of vomiting usually requires direct observation, which is time consuming and often lacks temporal precision. Musk shrews have been used to study the neurobiology of emesis and have a rapid emetic episode (∼1 s for a sequence of retching and expulsion). The aim of the current study was to develop a method to automatically detect and characterize emetic episodes induced by the cancer chemotherapy agent cisplatin. The body contour in each video frame was tracked and normalized to a parameterized shape basis. The tracked shape was projected to a feature space that maximized the shape variations in the consecutive frames during retching. The resulting one dimensional projection was sufficient to detect most emetic episodes in the acute (peak at 2h) and delayed (peak at 54 h) phases after cisplatin treatment. Emetic episodes were relatively invariant in the number of retches (∼6.2), duration (∼1.2s), inter-retch interval (∼198 ms), and amplitude during the 72 h after cisplatin treatment. This approach should open a new vista into emesis research to permit tracking and analysis of emesis in a small animal model and facilitate the development of new antiemetic therapies. These results also yield a better understanding of the brain's central pattern generator for emesis and indicate that the retching response in the musk shrew (at ∼5.4 Hz) is the fastest ever recorded in a free-moving animal.
呕吐是癌症化疗和许多药物治疗及疾病的常见副作用。在动物研究中,呕吐的测量通常需要直接观察,这既耗时又往往缺乏时间精度。鼩鼱已被用于研究呕吐的神经生物学,具有快速的呕吐发作(∼1 秒内连续干呕和排出)。本研究的目的是开发一种方法,自动检测和描述顺铂等癌症化疗药物引起的呕吐发作。在每个视频帧中跟踪身体轮廓,并将其归一化为参数化形状基础。跟踪的形状被投影到特征空间,该特征空间在干呕过程中连续帧的形状变化最大化。所得的一维投影足以检测顺铂治疗后急性(峰值在 2 小时)和延迟(峰值在 54 小时)期的大多数呕吐发作。在顺铂治疗后的 72 小时内,呕吐发作的干呕次数(∼6.2 次)、持续时间(∼1.2 秒)、干呕间隔(∼198 毫秒)和幅度相对不变。这种方法应该为呕吐研究开辟新的视野,允许在小动物模型中跟踪和分析呕吐,并促进新的止吐疗法的发展。这些结果也更好地了解了呕吐的大脑中枢模式发生器,并表明鼩鼱的干呕反应(∼5.4 Hz)是在自由移动的动物中记录到的最快反应。