» Articles » PMID: 28132024

MosaicHunter: Accurate Detection of Postzygotic Single-nucleotide Mosaicism Through Next-generation Sequencing of Unpaired, Trio, and Paired Samples

Overview
Specialty Biochemistry
Date 2017 Jan 30
PMID 28132024
Citations 39
Authors
Affiliations
Soon will be listed here.
Abstract

Genomic mosaicism arising from postzygotic mutations has long been associated with cancer and more recently with non-cancer diseases. It has also been detected in healthy individuals including healthy parents of children affected with genetic disorders, highlighting its critical role in the origin of genetic mutations. However, most existing software for the genome-wide identification of single-nucleotide mosaicisms (SNMs) requires a paired control tissue obtained from the same individual which is often unavailable for non-cancer individuals and sometimes missing in cancer studies. Here, we present MosaicHunter (http://mosaichunter.cbi.pku.edu.cn), a bioinformatics tool that can identify SNMs in whole-genome and whole-exome sequencing data of unpaired samples without matched controls using Bayesian genotypers. We evaluate the accuracy of MosaicHunter on both simulated and real data and demonstrate that it has improved performance compared with other somatic mutation callers. We further demonstrate that incorporating sequencing data of the parents can be an effective approach to significantly improve the accuracy of detecting SNMs in an individual when a matched control sample is unavailable. Finally, MosaicHunter also has a paired mode that can take advantage of matched control samples when available, making it a useful tool for detecting SNMs in both non-cancer and cancer studies.

Citing Articles

Backtracking Cell Phylogenies in the Human Brain with Somatic Mosaic Variants.

Bizzotto S Methods Mol Biol. 2025; 2886:201-220.

PMID: 39745642 DOI: 10.1007/978-1-0716-4310-5_10.


Somatic mutations in autoinflammatory and autoimmune disease.

Torreggiani S, Castellan F, Aksentijevich I, Beck D Nat Rev Rheumatol. 2024; 20(11):683-698.

PMID: 39394526 DOI: 10.1038/s41584-024-01168-8.


Neuropathologically directed profiling of PRNP somatic and germline variants in sporadic human prion disease.

McDonough G, Cheng Y, Morillo K, Doan R, Zhou Z, Kenny C Acta Neuropathol. 2024; 148(1):10.

PMID: 39048735 PMC: 11328154. DOI: 10.1007/s00401-024-02774-2.


Neuropathologically-directed profiling of somatic and germline variants in sporadic human prion disease.

McDonough G, Cheng Y, Morillo K, Doan R, Kenny C, Foutz A bioRxiv. 2024; .

PMID: 38979287 PMC: 11230391. DOI: 10.1101/2024.06.25.600668.


Single-nucleus multi-omic profiling of polyploid heart nuclei identifies fusion-derived cardiomyocytes in the human heart.

Choudhury S, Sivankutty I, Jung Y, Huang A, Araten S, Kenny C Res Sq. 2024; .

PMID: 38853931 PMC: 11160865. DOI: 10.21203/rs.3.rs-4414468/v1.


References
1.
King D, Jones W, Crow Y, Dominiczak A, Foster N, Gaunt T . Mosaic structural variation in children with developmental disorders. Hum Mol Genet. 2015; 24(10):2733-45. PMC: 4406290. DOI: 10.1093/hmg/ddv033. View

2.
Upton K, Gerhardt D, Jesuadian J, Richardson S, Sanchez-Luque F, Bodea G . Ubiquitous L1 mosaicism in hippocampal neurons. Cell. 2015; 161(2):228-39. PMC: 4398972. DOI: 10.1016/j.cell.2015.03.026. View

3.
Nik-Zainal S, Alexandrov L, Wedge D, Van Loo P, Greenman C, Raine K . Mutational processes molding the genomes of 21 breast cancers. Cell. 2012; 149(5):979-93. PMC: 3414841. DOI: 10.1016/j.cell.2012.04.024. View

4.
Martincorena I, Roshan A, Gerstung M, Ellis P, Van Loo P, McLaren S . Tumor evolution. High burden and pervasive positive selection of somatic mutations in normal human skin. Science. 2015; 348(6237):880-6. PMC: 4471149. DOI: 10.1126/science.aaa6806. View

5.
Pagnamenta A, Lise S, Harrison V, Stewart H, Jayawant S, Quaghebeur G . Exome sequencing can detect pathogenic mosaic mutations present at low allele frequencies. J Hum Genet. 2011; 57(1):70-2. DOI: 10.1038/jhg.2011.128. View