Examining the dynamics of three-dimensional genome organization with multitask matrix factorization

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Figure 2.
Figure 2.

Benchmarking TGIF-DB. (A) Precision on ground-truth boundaries in simulated Hi-C matrices. Each point represents the precision from a pair of input simulated data sets compared with yield task-specific boundaries (i.e., boundaries found in one input data set but not in the other) and shared boundaries. (B) CTCF peak enrichment in boundaries from different TAD-calling and differential-boundary-calling methods. (C) Boundary set similarity between biological replicates of hESCs (from day 0 of cardiomyocyte differentiation data). (D) Boundary set similarity measured by Jaccard index between GM12878 data and downsampled data, across different downsampling depths. (E) Boundary set similarity between ICE-normalized and VCSQRT-normalized input matrices of mESCs (from mouse neural differentiation data).

This Article

  1. Genome Res. 35: 1179-1193

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