--- author: Sam White toc-title: Contents toc-depth: 5 toc-location: left layout: post title: qPCR Analysis - C.gigas Matt George Poly:IC Diploids date: '2023-08-22 18:56' tags: - qPCR - CFX Connect - Crassostrea gigas - diploid - Pacific oyster categories: - 2023 - Miscellaneous --- Ran a "quick and dirty" qPCR analysis for the qPCR's I'd previously run: - [20230726](https://robertslab.github.io/sams-notebook/posts/2023/2023-07-26-qPCR---C.gigas-polyIC/) - [20230817](https://robertslab.github.io/sams-notebook/posts/2023/2023-08-17-qPCR---C.gigas-PolyIC-Diploid-MgCl2/) All analyses are documented in the following R Project: - [20230822-cgig-polyIC-qPCR](https://github.com/RobertsLab/code/tree/master/r_projects/sam/20230822-cgig-polyIC-qPCR) (GitHub) Here's a brief overview of what was done: 1. Select only diploid samples (currently, only have control/injected groups for diploids - not triploids) 2. Normalize to actin by calculating delta Cq. - This was done for the sake of time. Actin and GAPDH (the other normalizing gene run) shows evidence of a treatment effect. Actin was selected over GAPDH due to smaller range between mean Cqs of Control/Injected. 3. Run t-test to determine p-values between control/injected withing each actin-normalized gene. 4. Box plot all delta Cq values. 5. Calculate 2^(-delta delta Cq) (subtract Control delta Cq from Injected delta Cq) to determine fold change in expression for each gene. 6. Plot fold change in expression as bar plots. Values >1 indicate increase in relative expression. Values <1 indicate decrease in relative expression. --- # RESULTS ## Box Plots (delta Cq) Box plots of delta Cq (i.e. normalize to Actin). T-test identified only a single gene (marked with orange asterisk) as significantly different between Control/Injected: DICER ![boxplots comparing 6 different genes - orange asterisk above Cg_DICER indicates statistically different between Control and Injected](https://github.com/RobertsLab/code/blob/master/r_projects/sam/20230822-cgig-polyIC-qPCR/output/01-qPCR-analysis/figures/diploid.delta-Cq.boxplots.jpg?raw=true) --- ## Fold Change (2-(ddCq)) Fold change in gene expression of Injected individuals, relative to control samples. ![Bar plots showing fold change for each gene. Value > 1 means "upregulated"; value < 1 means "downregulated".](https://github.com/RobertsLab/code/blob/master/r_projects/sam/20230822-cgig-polyIC-qPCR/output/01-qPCR-analysis/figures/diploid.delta-delta-Cq.fold-change.barplots.jpg?raw=true)