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High-throughput Amplicon Sequencing Optimization for Downstream Prediction Purposes

Abstract

dc:description.abstract

Alongside short tandem repeat (STR) typing, forensic DNA phenotyping (FDP) can enhance forensic DNA analysis by inferring externally visible characteristics and biogeographical ancestry from single-nucleotide polymorphisms (SNPs). This project involves the optimization of a high-throughput amplicon sequencing assay targeting ~2,000 SNPs associated with pigmentation, facial morphology, and ancestry. Over 400 samples were processed through a genotyping pipeline involving DNA extraction, library preparation with a modified version of a commerical FDP assay, MiSeq FGx sequencing, genotype calling, and quality and ancestry inference assessments. The substantial dataset produced with this project will supply downstream applications in pigmentation and facial morphology prediction modeling. This work also advances FDP toward wide-scale integration into forensic laboratories and demonstrates how SNP-based genotyping can extend investigative leads when traditional STR matching is insufficient.

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Dopkins, Nichole
Advisor dc:contributor.advisor
  • Walsh, Susan

Subjects

dc:subject × 2

Rights

Language dc:language.iso
en_US

Identifiers

dc:identifier.*
OAI identifier oai:identifier
oai:scholarworks.indianapolis.iu.edu:1805/50524

Chain of custody

source
Harvested from
IUPUI
Base URL
scholarworks.indianapolis.iu.edu/server/oai/request
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Dopkins, Nichole. High-throughput Amplicon Sequencing Optimization for Downstream Prediction Purposes. 2025. https://hdl.handle.net/1805/50524