RT Journal Article SR Electronic T1 An Alternative Framework for Fluorescence Correlation Spectroscopy JF bioRxiv FD Cold Spring Harbor Laboratory SP 426114 DO 10.1101/426114 A1 Sina Jazani A1 Ioannis Sgouralis A1 Omer M. Shafraz A1 Marcia Levitus A1 Sanjeevi Sivasankar A1 Steve Pressé YR 2019 UL http://biorxiv.org/content/early/2019/04/16/426114.abstract AB Fluorescence correlation spectroscopy (FCS), is a flexible and widely used tool routinely exploited for in vivo and in vitro applications. While FCS provides estimates of dynamical quantities, such as diffusion coefficients, it demands high signal to noise ratios and long time traces, typically in the minute range. In principle, the same information can be extracted from µ-s long time traces; however, an appropriate analysis method is missing. To overcome these limitations, we adapt novel tools inspired by Bayesian non-parametrics, which starts from the direct analysis of the observed photon counts. With this approach, we are able to analyze time traces, which are too short to be analyzed by existing methods, including FCS. Our new analysis extends the capability of single molecule fluorescence confocal microscopy based approaches, to probe processes several orders of magnitude faster in time and permits a reduction of phototoxic effects on living samples induced by long periods of light exposure.