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PopAlu:population-scale detection of Alu polymorphisms
- Source :
- Qian, Y, Kehr, B & Halldorsson, B V 2015, ' PopAlu : population-scale detection of Alu polymorphisms ', PeerJ, vol. 3, 1269 . https://doi.org/10.7717/peerj.1269, PeerJ, Vol 3, p e1269 (2015), PeerJ
- Publication Year :
- 2015
-
Abstract
- Alu elements are sequences of approximately 300 basepairs that together comprise more than 10% of the human genome. Due to their recent origin in primate evolution some Alu elements are polymorphic in humans, present in some individuals while absent in others. We present PopAlu, a tool to detect polymorphic Alu elements on a population scale from paired-end sequencing data. PopAlu uses read pair distance and orientation as well as split reads to identify the location and precise breakpoints of polymorphic Alus. Genotype calling enables us to differentiate between homozygous and heterozygous carriers, making the output of PopAlu suitable for use in downstream analyses such as genome-wide association studies (GWAS). We show on a simulated dataset that PopAlu calls Alu elements inserted and deleted with respect to a reference genome with high accuracy and high precision. Our analysis of real data of a human trio from the 1000 Genomes Project confirms that PopAlu is able to produce highly accurate genotype calls. To our knowledge, PopAlu is the first tool that identifies polymorphic Alu elements from multiple individuals simultaneously, pinpoints the precise breakpoints and calls genotypes with high accuracy.
- Subjects :
- Bioinformatics
Population
Paired-end sequencing
lcsh:Medicine
Alu element
Computational biology
Biology
Polymorphism genotyping
General Biochemistry, Genetics and Molecular Biology
Structural variation
03 medical and health sciences
0302 clinical medicine
Mobile element insertion
ELEMENTS
1000 Genomes Project
education
Paired-end tag
Alu elements
030304 developmental biology
Genetic association
Genetics
0303 health sciences
education.field_of_study
General Neuroscience
lcsh:R
Computational Biology
INSERTIONS
Genomics
General Medicine
RETROTRANSPOSITION
030220 oncology & carcinogenesis
DISCOVERY
WHOLE-GENOME
REPEATS
Human genome
GENERATION SEQUENCING DATA
General Agricultural and Biological Sciences
Reference genome
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Qian, Y, Kehr, B & Halldorsson, B V 2015, ' PopAlu : population-scale detection of Alu polymorphisms ', PeerJ, vol. 3, 1269 . https://doi.org/10.7717/peerj.1269, PeerJ, Vol 3, p e1269 (2015), PeerJ
- Accession number :
- edsair.doi.dedup.....198710f4d2449419b2d4d56403d1f418