Inflammatory Bowel Diseases · 2013 · 43 citations · 32 references
Life SciencesGeneticsSurgeryGastroenterologyGenomicsImmunogeneticsColonic DiseasesDisease Susceptibility LociGenetic Risk PredictionGenome-wide Association StudiesGenotype-phenotype Association AnalysisInflammatory Bowel DiseaseCox RegressionDisease-specific Susceptibility LociGenome-wide Association MappingGenome-wide Association Study DesignInflammatory Bowel Disease GeneticsInflammatory Bowel Disease PathophysiologyPredictive Scoring ModelsPredictors Of Surgical Intervention
BACKGROUND: The ability to identify patients with Crohn's disease (CD) at highest risk of surgery would be invaluable in guiding therapy. Genome-wide association studies have identified multiple IBD loci with unknown phenotypic consequences. The aims of this study were to: (1) identify associations between known and novel CD loci with early resective CD surgery and (2) develop the best predictive model for time to surgery using a combination of phenotypic, serologic, and genetic variables. METHODS: Genotyping was performed on 1,115 subjects using Illumina-based genome-wide technology. Univariate and multivariate analyses tested genetic associations with need for surgery within 5 years. Analyses were performed by testing known CD loci (n = 71) and by performing a genome-wide association study. Time to surgery was analyzed using Cox regression modeling. Clinical and serologic variables were included along with genotype to build predictive models for time to surgery. RESULTS: Surgery occurred within 5 years in 239 subjects at a median time of 12 months. Three CD susceptibility loci were independently associated with surgery within 5 years (IL12B, IL23R, and C11orf30). Genome-wide association identified novel putative loci associated with early surgery: 7q21 (CACNA2D1) and 9q34 (RXRA, COL5A1). The most predictive models of time to surgery included genetic and clinical risk factors. More than a 20% difference in frequency of progression to surgery was seen between the lowest and highest risk groups. CONCLUSIONS: Progression to surgery is faster in patients with CD with both genetic and clinical risk factors. IL12B is independently associated with need and time to early surgery in CD patients and justifies the investigation of novel and existing therapies that affect this pathway.
32
Principal components analysis corrects for stratification in genome-wide association studies
Alkes L. Price, Nick J. Patterson, Robert M. Plenge et al. · Nature Genetics · 2006 · 10.7K citations
Long-Term Evolution of Disease Behavior of Crohn's Disease
Jacques Cosnes, Stéphane Cattan, Antoine Blain et al. · Inflammatory Bowel Diseases · 2002 · 1.4K citations · Full text
Laurent Beaugerie, Philippe Seksik, Isabelle Nion–Larmurier et al. · Gastroenterology · 2006 · 859 citations