@techreport{oai:ipsj.ixsq.nii.ac.jp:00092669, author = {Shodai, Katsukawa and Y-H.Taguchi and Shodai, Katsukawa and Y-H., Taguchi}, issue = {27}, month = {Jun}, note = {Type II diabetes (T2D) was a critical symptom also related to other diseases including cancers. Thus, suppression of T2D is important. In this paper, we investigated microRNAs as candidates of drug targets and biomarkers. A recently proposed principal component analysis based linear discriminant analysis allows us to specify numerous miRNAs differently expressed between type II diabetes patients and healthy control. Type II diabetes, Impaired Fasting Glucose patients, and normal control are successfully discriminated by blood miRNAs., Type II diabetes (T2D) was a critical symptom also related to other diseases including cancers. Thus, suppression of T2D is important. In this paper, we investigated microRNAs as candidates of drug targets and biomarkers. A recently proposed principal component analysis based linear discriminant analysis allows us to specify numerous miRNAs differently expressed between type II diabetes patients and healthy control. Type II diabetes, Impaired Fasting Glucose patients, and normal control are successfully discriminated by blood miRNAs.}, title = {Distinction of Type 2 diabetes using PCA, miRNA as features}, year = {2013} }