A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota

Keyphrases

• Effects on Humans 100%
• Environmental Exposure 100%
• Human Gut Microbiota 100%
• Causal Inference Framework 100%
• Exposure Effects 100%
• Gut Microbiome 66%
• Smoking Prevention 66%
• Wiring 33%
• Statistical Analysis 33%
• Between-group 33%
• Causal Link 33%
• Genomic Data 33%
• Observational Data 33%
• Statistical Framework 33%
• Microbial Diversity 33%
• Microbiome 33%
• Cohort Data 33%
• Test Statistic 33%
• Diversity Changes 33%
• Bacterial Genomes 33%
• Randomization Inference 33%
• Metabolite Changes 33%
• Environmental Health 33%
• Ruminococcaceae 33%
• Blood Metabolites 33%
• Randomized Experiment 33%
• Host Microbiome 33%
• Air Pollution Reduction 33%
• Causal Association 33%
• Microbial Abundance 33%
• Microbiome Data 33%
• Sharp null Hypothesis 33%
• Christensenellaceae 33%
• Rubin Causal Model 33%
• Microbial Network 33%
• Epidemiological Cohort Studies 33%
• Abundance Network 33%
• Host-microbiome Relationship 33%

Immunology and Microbiology

• Microbiome 100%
• Intestine Flora 100%
• Gut Microbiome 75%
• Microbial Genomics 25%
• Microbial Diversity 25%
• Taxon 25%
• Ruminococcaceae 25%
• Metabolite 25%