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Serum proteomics in paediatric inflammatory bowel disease from a case-control study: biomarker discovery and
Mmeyeneabasi Omede1, Hasan H Otu2, Laurie B Grossberg3
1Center for Pediatric Inflammatory Bowel Disease, Mass General Hospital for Children, Pediatric Gastroenterology, Hepatology and Nutrition, Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Background:
The diagnosis of inflammatory bowel disease (IBD), ulcerative colitis (UC), and Crohn's disease (CD), relies on clinical and pathological criteria. Non-invasive precision medicine tools to diagnose IBD and discriminate between UC and CD are needed to personalise management. Serum proteomics identified protein biomarkers capable of diagnosing IBD and differentiating CD from UC subtypes.
Methods:
We obtained serum samples from a retrospective study of 47 patients with IBD and non-IBD patients seen in a tertiary care paediatric gastroenterology clinic and applied SomaScan proteomics to measure 1305 proteins to discriminate between IBD and non-IBD and UC and CD. Four proteins were further validated by immunoassays in two retrospective cohorts of 295 and 105 individuals and multi-protein predictors were developed using Support Vector Machines (SVM).
Findings:
The SomaScan discovery phase identified 95 serum protein biomarkers (BH p < 0.01) that differentiated IBD from non-IBD and 70 proteins (p < 0.01) that distinguished UC from CD. Pathway analysis linked specific inflammatory processes and vascular functions to IBD and UC versus CD. An 8-protein classifier achieved an AUC of 0.95 for identifying IBD. Significant elevation of four key predictor proteins (MMP1, MMP3, Resistin, Haptoglobin) in IBD was validated by ELISA in the expanded cohort (N = 295). The 4-protein SVM predictor achieved an AUC of 0.86 and 0.90 for IBD discrimination in two independent cohorts. A separate 4-protein SVM predictor for differentiating UC from CD achieved an AUC of 0.93 in independent validation.
Interpretation:
Patients with paediatric-onset IBD have a unique serum protein signature associated with pro-inflammatory and vascular pathways. Additional studies are needed to determine whether these dysregulated proteins can be used in conjunction with traditional risk factors to support non-invasive biomarkers that identify IBD and discriminate between its subtypes.
Funding:
Martin Schlaff, The Diane and Dorothy Brooks Foundation, The Manessis Family, Thomas and Lynn Kuzma, and The Hasso Serrano Foundation.
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