An Algorithm for the Analysis of the 3D Spatial Organization of the Genome

Methods Mol Biol. 2021:2157:299-320. doi: 10.1007/978-1-0716-0664-3_17.

Abstract

We present an algorithm, and its MATLAB implementation, based on mathematical methods to detect and localize 3D multicolor DNA FISH spots in fluorescence cell image z-stacks. This algorithm provides a method to measure the relative positioning of spots in the nucleus and inter-spot distances with the aim to enrich our understanding of the 3D spatial organization of the genome within the cell nucleus.

Keywords: Cellular and subcellular segmentation; Fluorescence microscopy; Image processing and analysis; Mathematical morphology method; Multicolor 3D-FISH; Nuclear organization; Variational segmentation model.

MeSH terms

  • Algorithms*
  • Animals
  • Cell Nucleus / genetics
  • Cell Nucleus / metabolism*
  • Genome / genetics*
  • Humans
  • Image Processing, Computer-Assisted
  • Microscopy, Confocal
  • Microscopy, Fluorescence