Rxivist logo

GAMIBHEAR: whole-genome haplotype reconstruction from Genome Architecture Mapping data

By Julia Markowski, Rieke Kempfer, Alexander Kukalev, Ibai Irastorza-Azcarate, Gesa Loof, Birte Kehr, Ana Pombo, S. Rahmann, Roland F Schwarz

Posted 31 Jan 2020
bioRxiv DOI: 10.1101/2020.01.30.927061

Motivation Genome Architecture Mapping (GAM) was recently introduced as a digestion- and ligation-free method to detect chromatin conformation. Orthogonal to existing approaches based on chromatin conformation capture (3C), GAM’s ability to capture both inter- and intra-chromosomal contacts from low amounts of input data makes it particularly well suited for allele-specific analyses in a clinical setting. Allele-specific analyses are powerful tools to investigate the effects of genetic variants on many cellular phenotypes including chromatin conformation, but require the haplotypes of the individuals under study to be known a-priori. So far however, no algorithm exists for haplotype reconstruction and phasing of genetic variants from GAM data, hindering the allelespecific analysis of chromatin contact points in non-model organisms or individuals with unknown haplotypes. Results We present GAMIBHEAR, a tool for accurate haplotype reconstruction from GAM data. GAMIBHEAR aggregates allelic co-observation frequencies from GAM data and employs a GAM-specific probabilistic model of haplotype capture to optimise phasing accuracy. Using a hybrid mouse embryonic stem cell line with known haplotype structure as a benchmark dataset, we assess correctness and completeness of the reconstructed haplotypes, and demonstrate the power of GAMIBHEAR to infer accurate genome-wide haplotypes from GAM data. Availability GAMIBHEAR is available as an R package under the open source GPL-2 license at <https://bitbucket.org/schwarzlab/gamibhear> Maintainer: julia.markowski{at}mdc-berlin.de ### Competing Interest Statement The authors have declared no competing interest.

Download data

  • Downloaded 319 times
  • Download rankings, all-time:
    • Site-wide: 65,698 out of 116,126
    • In bioinformatics: 6,524 out of 9,552
  • Year to date:
    • Site-wide: 22,317 out of 116,126
  • Since beginning of last month:
    • Site-wide: 48,463 out of 116,126

Altmetric data

Downloads over time

Distribution of downloads per paper, site-wide


Sign up for the Rxivist weekly newsletter! (Click here for more details.)