Distinct diet-microbiome associations in autism spectrum disorder
Description
File: Processed_dietary_data.sas7bdat | Description: Dietary metrics used for association analysis.
File: Metaphlan_table.txt | Description: Microbial composition data used for taxonomic profiling.
File: Humann3_pathwayabundance_relab_unstratified.tsv | Description: Microbial pathway abundances used for functional analysis.
File: KO.xlsx | Description: KEGG Orthology abundances used for functional analysis.
Code.zip - This archive contains all custom R scripts used in the analysis:
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Variance_explained_plot_and_violin_plot.R: Generates exploratory plots for data visualization. -
Processed_code_for_diet_microbiome.R: Performs the core diet-microbiome association analysis. -
Mediation_and_sensitivity_analysis.R: Conducts mediation and sensitivity analyses for microbiome-mediated diet-ASD associations. -
Food_additive_network_corr.R: Constructs and analyzes microbial co-occurrence networks. -
Complex_heatmap_in_ASD_and_nonASD file: Code and data for generating the association heatmaps for Figure 2a and Supplementary Figures S2, S3, S4, and S10.
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Files
Code.zip
Files
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Additional details
Software
- Programming language
- R