Computational biologyAdvanced

Hi-C Contact Maps and TAD Triangles

A Hi-C map turns 3D genome folding into a heatmap of contact frequency along a chromosome.

Hi-CTADsGenomicsHeatmaps

Site connection

The HiC-TAD project visualizes chromatin contacts, TAD architecture, boundaries, polymer models, and deletion effects.

Visual model

Contact intensity around a movable boundary

Shift the boundary and watch contact intensity reorganize into two domains.

Interactive

TAD boundaries appear where contact intensity changes

What the Matrix Means

A Hi-C contact map is a square matrix. Each row and column represents a genomic bin, and each cell records how often two bins were observed near each other in 3D space.

The diagonal is strong because nearby genomic positions often contact each other. Off-diagonal blocks reveal longer-range folding structure.

Why TADs Look Like Triangles

A topologically associating domain is a region whose internal loci interact more frequently with each other than with neighboring regions.

When plotted as an upper triangle, the high-contact square block becomes a triangle. Boundaries show up where the triangle pattern changes.

Visual featureBiological interpretation
Bright diagonalNearby genomic bins contact often
Bright blockA domain with enriched internal contacts
Boundary lineA transition between interaction neighborhoods
Changed block after deletionPossible structural disruption

Connection to Deletion Analysis

The project uses wild-type and deletion predictions to ask whether removing a boundary or enhancer-like sequence changes the contact map.

That makes the heatmap more than a visualization: it becomes a structural hypothesis about gene regulation.

Common Pitfalls

  • Reading every bright cell as a direct physical contact between two fixed points.
  • Ignoring resolution; a 5 kb map and a 100 kb map reveal different structures.
  • Comparing heatmaps without normalization.
  • Treating TAD boundaries as perfectly sharp walls.

Quick check

Quiz

What does a bright off-diagonal block usually suggest?
  1. No contacts exist
  2. Bins in that region contact more often than expected
  3. The chromosome is deleted
  4. The bins are always adjacent in sequence

Brightness represents contact enrichment between two genomic regions or within a domain.

Sources and Further Reading

Related Explainers