TLDR Forensic DNA Phenotyping accurately predicts physical traits and is used in investigations, but needs more diverse population data for confirmation.
Forensic DNA Phenotyping (FDP) is a technique that predicts externally visible characteristics (EVCs) like skin color, eye color, hair color, height, facial features, and male baldness pattern from biological samples, without needing a reference sample. It uses short tandem repeats (STRs) and single nucleotide polymorphism (SNP) multiplexing. Systems like IrisPlex and Snipper 2.5 have been developed for this purpose. Eye color can be predicted with over 90% accuracy using Irisplex, while hair color prediction models have an accuracy of 75-92%. Skin color prediction models have an accuracy of 72-97%, and height prediction models have an accuracy of around 75%. The genetic basis of male pattern baldness accounts for about 80% of its heritability, with a prediction accuracy of 76.2% that rises to 86.4% with the inclusion of 10 markers. Age estimation can be achieved with high accuracy using DNA methylation detection methods. Ancestry can be inferred using ancestry informative markers (AIMs). The document concludes that these techniques are already being used in forensic investigations with high accuracy, but more diverse population studies are needed to confirm the data.
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February 2011 in “Nature Reviews Genetics” DNA profiling in forensics has improved, but predicting physical traits and ancestry from DNA has limitations and requires ethical consideration.
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February 2011 in “Nature Reviews Genetics” DNA profiling in forensics has improved, but predicting physical traits and ancestry from DNA has limitations and requires ethical consideration.
1 citations,
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11 citations,
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5 citations,
September 2016 in “Security science and technology” DNA can predict physical traits like eye and hair color accurately, especially in Europeans, but predicting other traits and in diverse populations needs more research.