Cluster analysis of genome-wide expression differences in disease-unaffected ileal mucosa in inflammatory bowel diseases.
Tianyi ZhangRobert A. DeSimoneHongyan ChenChristina M. HammJeffrey YuanQing Qing GongSteven R. HuntThemistocles DassopoulosRodney D. NewberryDaniel N. FrankCharles E. RobertsonNorman R. PaceErica SodergrenGeorge WeinstockXiangmin JiaoWei ZhuEllen LiPublished in: ICCABS (2011)
Keyphrases
- cluster analysis
- genome wide
- differential expression
- association studies
- genome wide association studies
- complex diseases
- high throughput
- single nucleotide polymorphisms
- categorical data
- gene gene interactions
- systems biology
- genetic variation
- clustering algorithm
- unsupervised learning
- gene function
- human genome
- clustering method
- k means
- haplotype inference
- data mining
- statistically significant
- factor analysis
- data analysis
- microarray data
- linkage disequilibrium
- databases
- transcription factors
- gene expression
- hierarchical latent class models
- genomic data
- bayesian networks