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Linkage disequilibrium matches forensic genetic records to disjoint genomic marker sets

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TLDR
The method can link a dataset similar to those used in genomic studies with another dataset containing markers used for forensics, and it shows that records can be matched across genotype datasets that have no shared markers based on linkage disequilibrium between loci appearing in different datasets.
Abstract
Combining genotypes across datasets is central in facilitating advances in genetics Data aggregation efforts often face the challenge of record matching-the identification of dataset entries that represent the same individual We show that records can be matched across genotype datasets that have no shared markers based on linkage disequilibrium between loci appearing in different datasets Using two datasets for the same 872 people-one with 642,563 genome-wide SNPs and the other with 13 short tandem repeats (STRs) used in forensic applications-we find that 90-98% of forensic STR records can be connected to corresponding SNP records and vice versa Accuracy increases to 99-100% when ∼30 STRs are used Our method expands the potential of data aggregation, but it also suggests privacy risks intrinsic in maintenance of databases containing even small numbers of markers-including databases of forensic significance

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Citations
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A reference haplotype panel for genome-wide imputation of short tandem repeats

TL;DR: A SNP+STR haplotype reference panel that allows imputation of STRs from SNP array data is provided that will enable the first large-scale STR association studies across a range of complex traits.
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Global patterns of STR sequence variation: Sequencing the CEPH human genome diversity panel for 58 forensic STRs using the Illumina ForenSeq DNA Signature Prep Kit

TL;DR: The 944 individuals of the CEPH human genome diversity panel (HGDP–CEPH), a standard sample set of 51 globally distributed populations, were sequenced using the Illumina ForenSeq™ DNA Signature Prep Kit to assess the occurrence of both population‐specific sequence variants and singleton observations.
Journal ArticleDOI

Forensic genealogy, bioethics and the Golden State Killer case.

TL;DR: The Golden State Killer Case will be examined to highlight and discuss forensic ethical issues to develop an ethical framework, as well as provide recommended solutions to pressing public safety and privacy issues facing crime laboratories and criminal investigators.
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Considerations for Genomic Data Privacy and Security when Working in the Cloud

TL;DR: The purpose of this review is to describe the challenges of managing genomic data in the cloud and to discuss potential strategies to surmount these challenges in a compliant manner.
Journal ArticleDOI

Statistical Detection of Relatives Typed with Disjoint Forensic and Biomedical Loci

TL;DR: The method suggests the possibility of performing familial searches of microsatellite databases using query SNP profiles, or vice versa, and reveals that privacy concerns arising from computations across multiple databases that share no genetic markers in common entail risks.
References
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Journal ArticleDOI

The Hungarian method for the assignment problem

TL;DR: This paper has always been one of my favorite children, combining as it does elements of the duality of linear programming and combinatorial tools from graph theory, and it may be of some interest to tell the story of its origin this article.
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BLAT—The BLAST-Like Alignment Tool

TL;DR: How BLAT was optimized is described, which is more accurate and 500 times faster than popular existing tools for mRNA/DNA alignments and 50 times faster for protein alignments at sensitivity settings typically used when comparing vertebrate sequences.

The Hungarian Method for the Assignment Problem.

TL;DR: This paper has always been one of my favorite “children,” combining as it does elements of the duality of linear programming and combinatorial tools from graph theory.
Journal ArticleDOI

A Theory for Record Linkage

TL;DR: A mathematical model is developed to provide a theoretical framework for a computer-oriented solution to the problem of recognizing those records in two files which represent identical persons, objects or events.
Journal ArticleDOI

Worldwide human relationships inferred from genome-wide patterns of variation.

TL;DR: A pattern of ancestral allele frequency distributions that reflects variation in population dynamics among geographic regions is observed and is consistent with the hypothesis of a serial founder effect with a single origin in sub-Saharan Africa.
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