Summary

Settings

Metadata Table

Filter Details

Reference Assumptions

Generated Plots

Filtering Module

Plots generated by the filtering module can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/filtering/plots

Technical Module

Plots generated by the technical module (pre-filtering) can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/technical_{pre or post}/plots

Batch Module

Plots generated by the batch module can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/batch/{comp_variable}/plots

Pairwise Module

Plots generated by the pairwise module can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/pairwise/{comp_variable}/{comp_ID}/plots

Report

Plots generated for the report can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/report/plots

Input abundance and modification data tables can be found at: /users/enovoa/fpelizzari/amanita_projects/laia_yeast_trnas/all/ftbp/report

Quality Control Metrics

Input Abundance Data

Table

Replicability Scatterplots

Correlation Plot

png 2 png 2

Exploratory PCAs

Abundance

comp_OX_STRESS

batch_RunID

Modifications

comp_OX_STRESS

batch_RunID

Filtered Reads

Table

Number of Reads filtered

Normalized Number of Reads filtered

Percentage of Reads filtered

tRNA Isoacceptor fraction

Pre-filtering

Post-filtering

tRNA Gene fraction

Pre-filtering

Post-filtering

tRNA Gene fraction, norm per Isoacceptor

Pre-filtering

Post-filtering

Read Composition per Sample

Pre-filtering

Post-filtering

Read Composition per tRNA Gene

Pre-filtering

Post-filtering

Full-length fraction

Pre-filtering

Post-filtering

3’ Reads fraction

Pre-filtering

Post-filtering

5’ Reads fraction

Pre-filtering

Subset Reads fraction

Pre-filtering

Ligation Efficiency Score

Pre-filtering

Post-filtering

Degradation Score

Pre-filtering

Post-filtering

Batch Effect Investigation

comp_OX_STRESS

Principal Variance Component Analysis

PVCA Plot for Potential Batch Effects

PVCA Plot for All Effects

PVCA error: Error: number of levels of each grouping factor must be < number of observations (problems: comp_OX_STRESS:batch_RunID)

Batch Variables to Adjust for

Suggested models

Accounting for Batch Effects

Batch Effect-Corrected PCA Plots - Abundance

model_1

Batch Effect-Corrected PCA Plots - Modifications

model_1

CONTROL vs YES

Below are the results for the comparison: comp_OX_STRESS.CONTROL_vs_YES

Differential Abundance

Examined models

DESeq2 Results Table

model_0

model_1

Volcano plots

model_0

model_1

Heatmaps

model_0

model_1

Differential Modifications

edgeR Results Table

model_0

model_1

Volcano plots

model_0

model_1

Positional Heatmaps

model_0

model_1

Positional Barplots

model_0

model_1