Analysis of Flow Cytometry Data Protocol- https://catalog.invitrogen.com/index.cfm?fuseaction=iProtocol.unitSectionTree&treeNodeID=9E661C2CE22FCCB1C294CD8376FD8830&objectid=6674E762AC837B13929440A1F32AAEF0
Provides several approaches to flow cytometry data analysis. Frequency determinations based on analysis of single-parameter fluorescence histograms and dual-parameter contour plots are presented. Steps are described for calculating values for signal-to-noise ratios when logarithmic amplification is used for data collection. - [Read Analysis of Flow Cytometry Data Protocol]
To reduce backgrounds and to improve the signal-to-noise ratio, an antibody that does not recognize the antigen being studied can be added to the lysate and processed as for a normal immunoprecipitation. Any nonspecific proteins that might contaminate the final immunoprecipitation step are presumably removed with this irrelevant antibody. - [Read Immunoprecipitation: Preclearing the Lysate Protocol]
GFP serves as a molecular marker that can be imaged dynamically in living cells, both in its native form & as a fusion to other proteins. For GFP imaging, plants present the challenge of autofluorescence from chlorophyll, lignified cell walls, vacuolar contents, and other cell materials, all of which can obscure the GFP signal. Maximizing the signal-to-noise ratio is a major concern, and careful consideration should be given to the choice of tissue imaged, GFP expression level, etc. - [Read Live-Cell Imaging of GFP in Plants]
The light microscope allows dynamic biological processes to be imaged in their native (i.e., aqueous) environment with relatively high temporal resolution. However, the diffraction-limited resolution is low. When working at or beyond the diffraction-limited resolution of the LM, a disadvantage of fluorescence imaging is the relatively low signal-to-noise (S/N) ratio of the images. However, this can be increased significantly by video and computer technology. - [Read Watching Molecular Motors at Work by Video-Enhanced Light Microscopy]