Microbiome-Based Colon Cancer Patient Stratification and Survival Analysis

Keyphrases

• Survival Analysis 100%
• Patient Survival 100%
• Stratified Analysis 100%
• Microbiome 100%
• Patient Stratification 100%
• Colon Cancer Patients 100%
• Colorectal Cancer 80%
• Least Absolute Shrinkage and Selection Operator (LASSO) 40%
• Random Forest 40%
• Consensus Clustering 40%
• Aging Population 20%
• Obesity 20%
• Colon Cancer 20%
• Colon 20%
• Microbes 20%
• Beta Diversity 20%
• Cancer Types 20%
• Colorectal Cancer Patients 20%
• Clinical Variables 20%
• Host Immune Response 20%
• Early Detection 20%
• K-means 20%
• Kruskal-Wallis Test 20%
• Kaplan-Meier Curve 20%
• Curve Regression 20%
• Growth Suppressor 20%
• Health Anxiety 20%
• Clinical Outcome Prediction 20%
• Rectum 20%
• Cox Regression 20%
• Feature Selection 20%
• Selected Features 20%
• Alpha Diversity 20%
• Disease Prognosis 20%
• Biological Mechanisms 20%
• In Clustering 20%
• Gut Microbiome 20%
• Synechococcus 20%
• Candidatus 20%
• Microbiome Species 20%
• Gloeobacter 20%
• Cluster Interpretation 20%
• Thermithiobacillus 20%
• Cancer Microbiome 20%

Immunology and Microbiology

• Colon 100%
• Microbiome 100%
• Random Forest 28%
• Microorganism 14%
• Rectum 14%
• Gut Microbiome 14%
• Feature Extraction 14%
• Synechococcus 14%
• Immune System 14%
• Thermithiobacillus 14%
• Gloeobacter 14%
• N4likevirus 14%

Biochemistry, Genetics and Molecular Biology

• Colon 100%
• Microbiome 100%
• Random Forest 25%
• Consensus Clustering 25%
• Microorganism 12%
• Feature Extraction 12%
• Gloeobacter 12%
• Synechococcus 12%
• Thermithiobacillus 12%
• N4likevirus 12%