Histological and Molecular Profiling in the Diagnostics and Treatment of Small-Bowel Diseases - A Prospective Cohort Study (The DeepBowel Study)
Histological and Molecular Profiling in the Diagnostics and Treatment of Small-Bowel Diseases - A Prospective Cohort Study (The DeepBowel Study)
This prospective cohort study aims to establish reliable histological reference values for normal small-bowel mucosa, improve histological diagnostic quality in celiac disease, and develop an advanced molecular profile for disease diagnosis and treatment response evaluation. The study will collect duodenal biopsies from three groups: healthy controls undergoing clinically indicated gastroscopy, patients referred for primary celiac disease diagnostics, and patients with small-bowel mucosal injury unresponsive to a gluten-free diet. Patients will undergo routine clinical assessment via standard pathology review of diagnostic biopsies. Biopsies will be analyzed using digital morphometry, AI-based image analysis, RNA sequencing (transcriptomics), and intestinal organoid cultures.
Celiac disease is a chronic autoimmune condition affecting approximately 2.4% of the Finnish population. Despite advances in diagnostics, histological assessment of duodenal biopsies remains the gold standard for diagnosis in most cases. However, histological evaluation is subject to inter-observer variability, with a 10% diagnostic error rate reported in international multicenter studies.
This study will:
Research biopsy samples will be processed at the Tampere University Celiac Disease Research Center under pseudonymization. Statistical analyses will be done in collaboration with the study statistician. All data will be stored for 15 years following study completion.
Inclusion Criteria:
Exclusion Criteria:
juha.taavela@tuni.fi+358443400330
juha.taavela@tuni.fi+358443400330
juha.taavela@otuni.fi+358443400330