Lee Kenji, Carr Nicole, Perliss Alec, Chandrasekaran Chandramouli
Department of Psychological and Brain Sciences, Boston University, Boston, MA 02215, USA.
Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA.
STAR Protoc. 2023 May 22;4(2):102320. doi: 10.1016/j.xpro.2023.102320.
Action potential spike widths are used to classify cell types as either excitatory or inhibitory; however, this approach obscures other differences in waveform shape useful for identifying more fine-grained cell types. Here, we present a protocol for using WaveMAP to generate nuanced average waveform clusters more closely linked to underlying cell types. We describe steps for installing WaveMAP, preprocessing data, and clustering waveform into putative cell types. We also detail cluster evaluation for functional differences and interpretation of WaveMAP output. For complete details on the use and execution of this protocol, please refer to Lee et al. (2021)..
动作电位尖峰宽度用于将细胞类型分类为兴奋性或抑制性;然而,这种方法掩盖了波形形状的其他差异,而这些差异有助于识别更细粒度的细胞类型。在这里,我们提出了一种使用WaveMAP生成与潜在细胞类型更紧密相关的细微平均波形簇的方案。我们描述了安装WaveMAP、预处理数据以及将波形聚类为假定细胞类型的步骤。我们还详细介绍了功能差异的聚类评估以及WaveMAP输出的解释。有关此方案的使用和执行的完整详细信息,请参考Lee等人(2021年)的文章。