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Differential Expression Analysis1 years ago
Load PRONE Package | Load Data (TMT) | Normalize Data | Run DE Analysis | Specific Comparisons | Perform DE Analysis | Visualize DE Results | Barplot | Tile Plot | Volcano Plots | Heatmap of DE Results | Intersection Analysis of DE Results | Functional enrichment analysis | Session Info | References
Getting started with PRONE2 years ago
Introduction | Installation | Workflow | Usage | Load Data | Example 1: TMT Data Set | Example 2: Label-free (LFQ) Data Set | Data Structure | Preprocessing, Imputation, Normalization, Evaluation, and Differential Expression | Download Data | Session Info | References
Preprocessing2 years ago
Load PRONE Package | Load Data (TMT) | Overview of the Data | Filter Proteins | Remove Proteins With Missing Values in ALL Samples | Remove Proteins With a Specific Value in a Specific Column | Remove Proteins by ID | Explore Missing Value Pattern | Filter Proteins By Applying a Missing Value Threshold | Filter Samples | Quality Control | Remove Samples Manually | Remove Reference Samples | Outlier Detection via POMA R Package | Session Info | References
Normalization2 years ago
Load PRONE Package | Load Data (TMT) | Qualitative and Quantitative Evaluation | Visual Inspection | Boxplots of Normalized Data | Densities of Normalized Data | PCA of Normalized Data | Intragroup Variation | Subset SummarizedExperiment | Session Info | References
Imputation2 years ago
Load PRONE Package | Load Data (TMT) | Preprocessing | Missigness in Proteomics Data | Impute Data | Session Info | References
PRONE with Spike-In Data2 years ago
Load PRONE Package | Example Spike-in Data Set | Load Data | Overview of the Data | Preprocessing, Normalization, & Imputation | Differential Expression Analysis | Run DE Analysis | Evaluate DE Results with Performance Metrics | Log Fold Change Distributions | P-Value Distributions | Log Fold Change Thresholds | Session Info | References