miRNAs and target genes in the blood as biomarkers for the early diagnosis of Parkinson's disease.
Xiaoting LiuJinhu ChenTianyuan GuanHui YaoWenpei ZhangZhenlong GuanYanqin WangPublished in: BMC Syst. Biol. (2019)
Keyphrases
- early diagnosis
- gene sets
- candidate genes
- computer aided
- microarray data
- early stage
- gene ontology
- early detection
- computer aided diagnosis
- microarray
- breast cancer
- gene function
- disease diagnosis
- gene expression
- medical treatment
- gene regulation
- statistical significance
- prostate cancer
- gene expression profiles
- ovarian cancer
- gene selection
- gene expression data
- gene clusters
- regulatory networks
- cancer classification
- cardiovascular disease
- biological processes
- computational methods
- microarray datasets
- infectious disease
- gene networks
- signaling pathways
- liver disease
- systems biology
- data mining
- data preparation
- mr images
- transcription factors
- genome wide