Walking along chromosomes with super-resolution imaging, contact maps, and integrative modeling.
Guy NirIrene FarabellaCynthia Pérez EstradaCarl G EbelingBrian J BeliveauHiroshi M SasakiS Dean LeeSon C NguyenRuth B McColeShyamtanu ChattorajJelena ErcegJumana AlHaj AbedNuno M C MartinsHuy Q NguyenMohammed A HannanSheikh RussellNeva C DurandSuhas S P RaoJocelyn Y KishiPaula Soler-VilaMichele Di PierroJosé Nelson OnuchicSteven P CallahanJohn M SchreinerJeff A StuckeyPeng YinErez Lieberman AidenMarc A Marti-RenomChao-Ting WuPublished in: PLoS genetics (2018)
Chromosome organization is crucial for genome function. Here, we present a method for visualizing chromosomal DNA at super-resolution and then integrating Hi-C data to produce three-dimensional models of chromosome organization. Using the super-resolution microscopy methods of OligoSTORM and OligoDNA-PAINT, we trace 8 megabases of human chromosome 19, visualizing structures ranging in size from a few kilobases to over a megabase. Focusing on chromosomal regions that contribute to compartments, we discover distinct structures that, in spite of considerable variability, can predict whether such regions correspond to active (A-type) or inactive (B-type) compartments. Imaging through the depths of entire nuclei, we capture pairs of homologous regions in diploid cells, obtaining evidence that maternal and paternal homologous regions can be differentially organized. Finally, using restraint-based modeling to integrate imaging and Hi-C data, we implement a method-integrative modeling of genomic regions (IMGR)-to increase the genomic resolution of our traces to 10 kb.
Keyphrases
- high resolution
- copy number
- single molecule
- endothelial cells
- genome wide
- dna damage
- induced apoptosis
- dna repair
- mass spectrometry
- dna methylation
- high speed
- artificial intelligence
- oxidative stress
- fluorescence imaging
- machine learning
- circulating tumor
- stress induced
- photodynamic therapy
- heavy metals
- endoplasmic reticulum stress
- network analysis
- cell free