Machine-learning antibody profiles differentiated individuals who later developed complicated Crohn's disease from non-complicated Crohn's disease up to approximately 10 years before diagnosis with an AUC value of 0.85.

From the articleAntibody patterns may predict inflammatory bowel disease years before diagnosisAlso in Immune changes could signal inflammatory bowel disease up to 10 years before diagnosis