Professional Bioinformatics Analysis Tools

Choose the right analysis tool to start your research

Correlation Coefficient Plot

Correlation Coefficient Plot

Generate correlation matrix heatmaps for multiple genes

1min
Decision Tree Classification

Decision Tree Classification

Use decision tree model to classify differential gene expression data, and generate variable importance ranking and decision tree visualization

5min
Gradient Boosting Machine Classification

Gradient Boosting Machine Classification

Use Gradient Boosting Machine (GBM) model to classify differential gene expression data, and generate variable importance ranking and gradient plot

10min
XGBoost Classification

XGBoost Classification

Use XGBoost (Extreme Gradient Boosting) model to classify differential gene expression data, and generate variable importance ranking and plot

10min
Lasso Regression Model

Lasso Regression Model

Select prognostic genes using Lasso-Cox regression and build risk score model

10min
Gene-Drug Sensitivity Correlation

Gene-Drug Sensitivity Correlation

Analyze correlation between target gene expression and drug sensitivity

20min
Independent Prognostic Analysis

Independent Prognostic Analysis

Evaluate independent prognostic value of risk scores and clinical factors

3min
Gut Microbiome MR

Gut Microbiome MR

Mendelian Randomization analysis using gut microbiome data

8min
Protein Ratio MR

Protein Ratio MR

Mendelian Randomization analysis using protein level data

8min
Metabolites MR

Metabolites MR

Mendelian Randomization analysis using metabolites data

8min
Immune Cells MR

Immune Cells MR

Mendelian Randomization analysis using immune cell data

8min
Inflammatory Factors MR

Inflammatory Factors MR

Mendelian Randomization analysis using inflammatory factors data

8min