# Metabolomics

Tutorials for the `omicverse.metabol` module — downstream analysis of peak-intensity tables
produced by XCMS / MZmine / MS-DIAL / MetaboAnalyst. Covers QC, batch correction, imputation,
normalization, two-group and multi-factor (time-series, mixed-effects) statistics, biomarker
discovery, correlation analysis, pathway enrichment (ORA + GSEA + mummichog), lipidomics
(LIPID MAPS + LION), and multi-omics integration with RNA-seq via MOFA+.

```{toctree}
:maxdepth: 1

../Tutorials-metabol/t_metabol_01_intro
../Tutorials-metabol/t_metabol_02_multivariate
../Tutorials-metabol/t_metabol_03_pathway
../Tutorials-metabol/t_metabol_04_untargeted
../Tutorials-metabol/t_metabol_05_lipidomics
../Tutorials-metabol/t_metabol_06_batch_correction
../Tutorials-metabol/t_metabol_07_multifactor
../Tutorials-metabol/t_metabol_08_biomarker
../Tutorials-metabol/t_metabol_09_dgca
../Tutorials-metabol/t_metabol_10_multiomics
../Tutorials-metabol/t_metabol_11_real_data_mtbls1
```