物种组成差异分析
最后发布时间 : 2022-11-04 13:20:41
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ANOVA 方差分析
Kruskal_Wallis 差异分析
Wilcoxon 差异分析
edger
Rscript script/compare.R \
--input results/otutab.txt --design data/metadata.txt \
--group Group --compare "KO-WT" --threshold 0.1 \
--method edgeR --pvalue 0.05 --fdr 0.2 \
--output results/compare/
KO-WT.txt
ID | log2FC | log2CPM | PValue | FDR | level | MeanA | MeanB | KO1 | KO2 | KO3 | KO4 | KO5 | KO6 | WT1 | WT2 | WT3 | WT4 | WT5 | WT6 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ASV_111 | -1.989 | 11.002 | 7.02361314832557e-06 | 0.00115187255632539 | Depleted | 0.048 | 0.194 | 0.079 | 0.048 | 0.052 | 0.046 | 0.022 | 0.04 | 0.222 | 0.294 | 0.192 | 0.249 | 0.142 | 0.064 |
ASV_6 | 0.966 | 14.885 | 1.69931029653765e-05 | 0.00139343444316087 | Enriched | 2.607 | 1.36 | 2.665 | 1.868 | 2.288 | 2.349 | 3.554 | 2.915 | 1.409 | 1.477 | 1.285 | 1.476 | 1.244 | 1.271 |
ASV_72 | 1.221 | 12.138 | 0.00037192159067453 | 0.020331713623541 | Enriched | 0.396 | 0.171 | 0.353 | 0.201 | 0.328 | 0.631 | 0.29 | 0.575 | 0.142 | 0.178 | 0.125 | 0.225 | 0.197 | 0.161 |
ASV_38 | 1.018 | 13.06 | 0.00053201617181832 | 0.0218126630445512 | Enriched | 0.736 | 0.366 | 0.759 | 0.451 | 0.447 | 0.798 | 0.827 | 1.134 | 0.364 | 0.394 | 0.275 | 0.417 | 0.409 | 0.338 |
ASV_147 | 1.21 | 11.144 | 0.0008471096494071 | 0.0277851965005532 | Enriched | 0.187 | 0.081 | 0.247 | 0.177 | 0.164 | 0.167 | 0.181 | 0.184 | 0.079 | 0.147 | 0.05 | 0.056 | 0.039 | 0.113 |
ASV_146 | -1.308 | 11.003 | 0.00145432547576994 | 0.0350184329059697 | Depleted | 0.069 | 0.175 | 0.106 | 0.016 | 0.097 | 0.076 | 0.029 | 0.088 | 0.103 | 0.201 | 0.2 | 0.249 | 0.15 | 0.145 |