You are cordially invited for the following talk:
Date: Monday August 31, 2015
Location: SP C3.163
Speaker: Karen Sachs, Stanford University School of Medicine
Title: Use of single cell proteomics measurements for elucidation of biomolecular regulatory relationships
Abstract: We have previously introduced the application of probabilistic models for elucidation of statistical relationships from single cell proteomic data (Sachs et al, Science 2005), an approach enabled by the key insight that each cell may be considered an observation of the underlying biological system. The application of this approach has been partially limited by the low dimensionality of the data modality (flow cytometry), which enabled measurements of only up to ~10 proteins of interest per cell. In 2011, we introduced a next generation single cell proteomic technology, mass cytometry or CyTOF (cytometry time of flight, Bendall et all, Science 2011), which enables quantification of 30-40 parameters per cell. In this talk, I will describe the CyTOF technology and illuminate its advantages and potential follies. I will then discuss my perspective on causal modeling of single cell data and what hurdles remain in this application.