Statistical analysis cell culture

  • Can you do statistical analysis on N 2?

    The equations that calculate the SD, SEM and CI all work just fine when you have only duplicate (N=2) data.
    Is it valid to compute a t test or ANOVA with only two replicates in each group? Sure.
    You get more power with more data..

  • What are the analytical methods of cell culture?

    Flow cytometry, cell-based assays, cell imaging and counting, and spectrophotometry are key to modern research and the discovery of new and more effective vaccines and disease treatments..

  • Chi Squared Test.
    The chi squared test is a statistical test that is used to see if the results gathered during an experiment (the observed results) are what we expected to find (the expected results).
We provide guidelines for using statistical methods to analyze the types of experiments reported in cellular and molecular biology journals such as Molecular  PERSPECTIVESEVEN STEPSCONCLUSIONSTATISTICS TUTORIAL
We provide guidelines for using statistical methods to analyze the types of experiments reported in cellular and molecular biology journals such as Molecular 

How to evaluate quality of cell counting method?

Using experimental design and statistical analysis, quality indicators that describe precision (coefficient of variation (%CV)) and deviation from proportionality (proportionality index (PI)) can be evaluated to assess aspects of the quality of cell counting method.

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What is cell culture media workflow?

Cell Culture media workflow:

  1. from data acquisition to trends visualization

Data are acquired in SWATH® acquisition mode, qualitatively and quantitatively processed with SCIEX OS-Q, and statistically analyzed with MarkerViewTM.
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What software is used to analyze cell culture data?

The data generated from different cell culture media and spent media samples were analyzed in SCIEX OS-Q and imported to MarkerViewTM software for principal components analysis and analyte abundance visualization among multiple samples.

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Why is cell culture media analysis so difficult?

While there is a vital need to develop analytical methods for cell culture media (CCM) analysis, the diversity of compound classes and wide dynamic range of their natural abundances make the assay development challenging.


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