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Table 4 The percentage variation in the chronic lymphocytic leukemia (CLL) data sources explained by the subsequent LVs of msPLS and MOFA

From: Multiset sparse partial least squares path modeling for high dimensional omics data analysis

  Genomic variables Epigenomic variables Transcriptomic variables Drug response variables
  msPLS MOFA msPLS MOFA msPLS MOFA msPLS MOFA
LV 1 72% 15% 92% 17% 92% 7.5% 57% 15%
LV 2 18% 8.2% 4% 0.5% 5% 4.7% 21% 3.5%
LV 3 2% <0.1% 1% <0.1% 1% 1.4% 7% 11.2%
LV 4   <0.1%   <0.1%   9%   <0.1%
LV 5   <0.1%   <0.1%   2.8%   6.1%
LV 6   <0.1%   <0.1%   4.8%   3.4%
LV 7   0.9%   2.4%   1.9%   1%
LV 8   <0.1%   0.5%   3.8%   0.5%
LV 9   <0.1%   2.6%   0.9%   0.4%
LV 10   <0.1%   <0.1%   2.2%   <0.1%
Total 92% 24% 97% 24% 98% 38% 85% 41%