Changes in version 2.0.0 - Added a unified table workflow with sample/feature metadata validation, batch-aware blank filtering, missing-value handling, QC-RLSC/PQN normalization, and processing records. - Added two-group comparisons using Welch or Wilcoxon tests with Benjamini-Hochberg adjusted p-values. - Added self-contained HTML QC reports and complete result bundles with original inputs, processed tables, feature/sample metadata, QC summaries, and settings. - MS1 annotation now searches CEU Mass Mediator through the optional cmmr package. The legacy annotation database and external data-release downloader were removed. - Retained SCIEX/Qtrap processing, targeted calibration, robust sample QC, PCA, heatmaps, LC-MS feature plots, spectrum plotting, and MSP writing. - Removed the legacy OmicsData S4/synthetic-data system, generic predictive modeling, feature selection, graph/enrichment displays, raw-file MS/MS inspection/conversion, and incomplete or duplicate app screens. These are intentional breaking API changes from CRAN version 1.1.7. - Reduced required external dependencies and replaced the app wrapper with the standard Shiny launcher. Excel import and specialized exports are optional. - Updated package authorship. Amrita Cheema is the designated maintainer at metabolomics@georgetown.edu. - Added the hex logo and horizontal workflow figure. Standalone QC reports omit personal credits while preserving author metadata in exported settings.