Feature extraction
Personnel arranging
Outliers detection
Sampling and phenotyping
Pre-analysis
Data pre-processing& quality control
Data Analysis
Sample pre-treatment
Yes
Raw data
Meet QC standards?
Clean data
No
Feedback
Phenotype information
Data acquisition
Examining& approving
Meetethical standards?
Tasks or ideas
Multi-omicsanalysis (optional)
Matrix
Detail analysis
Phenotypes
Data imputation& correction
Results
Machine analysis
Meet requirement?
