Automated shape-based clustering of 3D immunoglobulin protein structures in chronic lymphocytic leukemia.
Eleftheria PolychronidouIlias KalamarasAndreas AgathangelidisLesley Ann SuttonXiao-Jie YanVasilis BikosAnna VardiKonstantinos MochamentNicholas ChiorazziChrysoula BelessiRichard RosenquistPaolo GhiaKostas StamatopoulosPanayiotis M. VlamosAnna ChailyanNanna OverbyPaolo MarcatiliAnastasia HatzidimitriouDimitrios TzovarasPublished in: BMC Bioinform. (2018)
Keyphrases
- protein structure
- clustering algorithm
- clustering method
- secondary structure
- k means
- protein sequences
- molecular biology
- amino acid sequences
- protein structure and function
- microarray data
- cluster analysis
- protein structure prediction
- level set
- nuclear magnetic resonance
- information theoretic
- contact map
- gene expression data
- amino acids
- high dimensional data
- clustering analysis
- gene expression profiles
- protein function
- data analysis