Type 2 Diabetes Biomarkers of Human Gut Microbiota Selected via Iterative Sure Independent Screening Method

Type 2 diabetes, which is a complex metabolic disease influenced by genetic and environment, has become a worldwide problem. Previous published results focused on genetic components through genome-wide association studies that just interpret this disease to some extent. Recently, two research groups...

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Veröffentlicht in:	PloS one 2015-10, Vol.10 (10), p.e0140827-e0140827
Hauptverfasser:	Cai, Lihua, Wu, Honglong, Li, Dongfang, Zhou, Ke, Zou, Fuhao
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Analysis Bioindicators Bioinformatics Biological markers Biomarkers Care and treatment Data analysis Data mining Data processing Datasets Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - genetics Diabetes Mellitus, Type 2 - microbiology Diagnosis Diagnostic systems Dimensional analysis DNA methylation Female Gastrointestinal Microbiome - genetics Gene expression Gene sequencing Genetic Markers - genetics Genome-wide association studies Genome-Wide Association Study Genomes Genomics Humans Intestinal microflora Iterative methods Laboratories Male Medical screening Microbiota Microbiota (Symbiotic organisms) Middle Aged Predictions Regularization methods Researchers Risk factors Science Signal transduction Sparsity Statistics Type 2 diabetes
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