Combined timeseries table for the MyConnectome study

Code available at: https://github.com/poldrack/myconnectome/blob/master/myconnectome/timeseries/Make_combined_timeseries_table.Rmd

This table lists associations between variables in the Myconnectome data set that passed a stringent Bonferroni correction of p < 0.05. Associations were also excluded if they had an absolute Pearson r \(<\) 0.3, which likely reflected degeneracy of the timeseries model. In addition, associations were excluded within variable sets for WGCNA, metabolomics, and between-network connectivity due to high numbers of associations within those variable sets, in order to focus more clearly on candidate relationships between variable sets.

Total number of variables:38363

xvartype xvar yvartype yvar cor.val t.arima nobs pval_bh pval_bonf
behav prevevening.Alcohol fullmetab butane-2,3-diol 0.7919126 7.378376 40 0.0000000 0.0000000
bwcorr 2_Visual_2-4.5_Visual_1 behav panas.fatigue 0.4003380 5.101679 74 0.0004166 0.0129150
bwcorr 2_Visual_2-5_Dorsal_Attention behav panas.fatigue 0.4963281 5.064383 74 0.0004623 0.0157183
bwcorr 4.5_Visual_1-9_Cingulo_opercular behav panas.fatigue 0.6206305 6.808872 74 0.0000001 0.0000004
bwcorr 10_Somatomotor-15_Medial_Parietal behav TuesThurs 0.5323897 5.336649 72 0.0001730 0.0036322
food cashews fullmetab glutamine 0.5530772 5.287091 39 0.0002167 0.0047676
food eggs fullmetab N-methylalanine 0.4275745 5.070794 39 0.0004605 0.0151978
food bacon metab C15:no enrichment 0.6163900 5.803834 39 0.0000207 0.0002487
food olives wgcna ME16:no enrichment 0.4635820 5.875474 39 0.0000162 0.0001618
fullmetab glutamic acid bwcorr 1_DMN-4.5_Visual_1 0.5739472 4.944727 39 0.0007698 0.0292521
fullmetab beta-alanine bwcorr 2_Visual_2-3_Frontoparietal_1 0.5272425 5.166492 39 0.0003155 0.0091507
fullmetab aminomalonate bwcorr 1_DMN-10_Somatomotor 0.4958656 5.271652 39 0.0002255 0.0051867
immport Abx bwcorr 8_Salience-9_Cingulo_opercular 0.4520895 4.842756 39 0.0011082 0.0491241
metab C13:retinol biosynthesis bwcorr 2_Visual_2-5_Dorsal_Attention 0.5049880 4.840403 39 0.0011082 0.0497093
wgcna ME45:no enrichment bwcorr 2_Visual_2-16_Parieto_occipital 0.3527378 4.839772 39 0.0011082 0.0498674
wgcna ME52:protein catabolic process bwcorr 3_Frontoparietal_1-10_Somatomotor 0.3847191 5.127683 39 0.0003751 0.0112530
wgcna ME60:no enrichment bwcorr 3_Frontoparietal_1-10_Somatomotor 0.4726565 5.825360 39 0.0000199 0.0002186
wgcna ME28:no enrichment fullmetab uric acid 0.5021759 4.934424 48 0.0007710 0.0308390
wincorr 2:Visual_2 wincorr 10:Somatomotor 0.5531002 5.984241 84 0.0000104 0.0000834
wincorr 4.5:Visual_1 wincorr 10:Somatomotor 0.4784037 5.224627 84 0.0002575 0.0066946
wincorr 10:Somatomotor wincorr 4.5:Visual_1 0.4784037 4.876476 84 0.0010105 0.0414311