hossainlab / R4qPCR

Statistical Analysis of Real-time PCR Data

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Statistical Analysis of Real-time PCR Data

Overview

Real-time quantitative PCR (qPCR) is a broadly used technique in the biomedical research. Currently, few different analysis models are used to determine the quality of data and to quantify the mRNA level across the experimental conditions.

Learning Objectives

By the end of this course, participants will be able to:

  • Implement methods for quality assessment, analysis and testing qPCR data for statistical significance.

  • Understand Double Delta CT and standard curve models were implemented to quantify the relative expression of target genes from CT in standard qPCR control-group experiments

  • Calculation of amplification efficiency and curves from serial dilution qPCR experiments are used to assess the quality of the data.

  • Two-group testing and linear models were used to test for significance of the difference in expression control groups and conditions of interest.

Copyright

Creative Commons License
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Attribution—You must give appropriate credit (mentioning that your work is derived from work that is Copyright © CHIRAL Bangladesh and, where practical, linking to http://chiralbd.org/), provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

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Statistical Analysis of Real-time PCR Data

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