联想(心理学)
自闭症谱系障碍
脚本语言
心理学
计算机科学
生物
小桶
调解
人工智能
遗传关联
编码(集合论)
计算生物学
认知心理学
自闭症
全基因组关联研究
模态(人机交互)
探索性数据分析
芯(光纤)
自然语言处理
标识
DOI:10.5281/zenodo.17730818
摘要
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: 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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