BMC Bioinformatics. 2013;14 Suppl 19(Suppl 19):S6. doi: 10.1186/1471-2105-14-S19-S6. Epub 2013 Nov 12.
Calcium imaging in insects reveals the neural response to odours, both at the receptor level on the antenna and in the antennal lobe, the first stage of olfactory information processing in the brain. Changes of intracellular calcium concentration in response to odour presentations can be observed by employing calcium-sensitive, fluorescent dyes. The response pattern across all recorded units is characteristic for the odour.
Previously, extraction of odour response patterns from calcium imaging movies was performed offline, after the experiment. We developed software to extract and to visualise odour response patterns in real time. An adaptive algorithm in combination with an implementation for the graphics processing unit enables fast processing of movie streams. Relying on correlations between pixels in the temporal domain, the calcium imaging movie can be segmented into regions that correspond to the neural units.
We applied our software to calcium imaging data recorded from the antennal lobe of the honeybee Apis mellifera and from the antenna of the fruit fly Drosophila melanogaster. Evaluation on reference data showed results comparable to those obtained by previous offline methods while computation time was significantly lower. Demonstrating practical applicability, we employed the software in a real-time experiment, performing segmentation of glomeruli--the functional units of the honeybee antennal lobe--and visualisation of glomerular activity patterns.
Real-time visualisation of odour response patterns expands the experimental repertoire targeted at understanding information processing in the honeybee antennal lobe. In interactive experiments, glomeruli can be selected for manipulation based on their present or past activity, or based on their anatomical position. Apart from supporting neurobiology, the software allows for utilising the insect antenna as a chemosensor, e.g. to detect or to classify odours.
昆虫的钙成像揭示了昆虫对气味的神经反应,包括触角上的受体水平和大脑中嗅觉信息处理的第一阶段——触角叶。通过使用钙敏感的荧光染料,可以观察到细胞内钙浓度对气味呈现的变化。所有记录单元的反应模式都与气味特征相关。
以前,从钙成像电影中提取气味反应模式是在实验后离线进行的。我们开发了一种软件,可以实时提取和可视化气味反应模式。结合图形处理单元的实现,自适应算法可以实现快速处理电影流。依靠时域像素之间的相关性,可以将钙成像电影分割成与神经元相对应的区域。
我们将我们的软件应用于从蜜蜂的触角叶和果蝇的触角记录的钙成像数据中。在参考数据上的评估表明,我们的结果与以前的离线方法相当,而计算时间明显更低。为了展示实际适用性,我们在实时实验中使用了该软件,对蜜蜂触角叶的功能单位——肾小球进行分割,并可视化肾小球的活动模式。
气味反应模式的实时可视化扩展了旨在理解蜜蜂触角叶信息处理的实验范围。在交互式实验中,可以根据当前或过去的活动或根据它们的解剖位置选择肾小球进行操作。除了支持神经生物学,该软件还允许将昆虫触角用作化学传感器,例如用于检测或分类气味。