🏭 Bachelor Thesis — Celiac Disease · Blood-Based Biomarkers

Uncertainty Quantification
& Calibration for
Celiac Disease Prediction

Exploring UQ and model calibration for celiac disease prediction from blood-based biomarkers. Datasets span plasma amino-acid profiles, plasma proteomics, and serum phospholipid profiles. Select a category below to inspect dataset summaries, variable descriptions, and analysis results.

Plasma Amino-Acid Profiles Plasma Proteomics Serum Phospholipid Profile
Select a Dataset Category
Category 01
🧬
Plasma Amino-Acid
Profiles
Plasma concentrations of 23 amino acids measured in pediatric patients with active celiac disease and healthy controls.
275
Participants
23
Variables
14
Sig. AAs
● Data Ready
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Category 02
🧱
Plasma
Proteomics
Plasma protein expression profiling. Dataset inspection and summary statistics pending acquisition and pre-processing.
◯ Coming Soon
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Category 03
💊
Serum Phospholipid
Profile
Serum phospholipid species quantification. Lipidomics data summary and group comparison analysis pending.
◯ Coming Soon
→
Dashboard / Plasma Amino-Acid Profiles
■ S1 Table — Dataset Summary Report  ·  1.PlasmaAminoAcidProfile/summary_report.html
↗ Open in new tab 📄 JSON
Dashboard / Plasma Proteomics
🧱
Plasma Proteomics

This section will contain the dataset inspection summary for plasma proteomics data, including protein expression profiles, missing-data assessment, and group-level comparisons.

Protein expression Mass spectrometry Differential abundance Volcano plots
Dataset pending
Dashboard / Serum Phospholipid Profile
💊
Serum Phospholipid Profile

This section will contain the dataset inspection summary for serum lipidomics data, covering phospholipid species, class distributions, and biomarker candidates.

Lipidomics Phospholipid species LC-MS/MS Class composition
Dataset pending