Publications by authors named "D Yorukoglu"

Haplotype reconstruction of distant genetic variants remains an unsolved problem due to the short-read length of common sequencing data. Here, we introduce HapTree-X, a probabilistic framework that utilizes latent long-range information to reconstruct unspecified haplotypes in diploid and polyploid organisms. It introduces the observation that differential allele-specific expression can link genetic variants from the same physical chromosome, thus even enabling using reads that cover only individual variants.

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Article Synopsis
  • The increase in next-generation sequencing (NGS) data necessitates faster algorithms, particularly for genotyping known variants, which is crucial for studying genetic traits and diseases.
  • LAVA (Lightweight Assignment of Variant Alleles) is a new algorithm that effectively identifies SNPs by using approximate matching of mid-size k-mers, making it significantly faster and more accurate than traditional NGS approaches.
  • LAVA operates on minimal RAM (around 5 GB) and is available for public use, making it suitable for large-scale population studies and serving as an alternative to SNP arrays.
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