Analyzing DNA Blueprints
Parabon NanoLabs' Snapshot does much more than reveal an unknown subject's hair color and eye color. It can also be used to determine a subject's ancestry in detail.

Photo: Parabon NanoLabs
Last month, Columbia, S.C., Chief of Police, Skip Holbrook, announced his department was releasing a computer-generated image of a person of interest in a double murder. The image was produced using a new DNA phenotyping service called Snapshot from Parabon NanoLabs.
Snapshot was developed with funding from the Department of Defense by combining a massive catalog of single nucleotide polymorphisms (SNPs) from thousands of willing subjects with a lot of data mining know-how and high-end computing power. A SNP ("snip") is a change in the DNA sequence that can determine variation of physical traits within a species; for example, the difference in humans between blue and brown eyes. Parabon's DNA scientists and computer technologists have identified the SNPs responsible for such traits and for more subtle aspects of a person's appearance and ancestry.
"A copy of this 'DNA blueprint' exists in every cell of the body, which makes DNA a potentially invaluable source of investigative information," says Ellen McRae Greytak, Ph.D., Parabon's director of bioinformatics. "However, traditional DNA forensic analysis treats DNA as simply a biometric identifier, a 'DNA fingerprint' for matching to a known individual."
Greytak says there are two major law enforcement applications for Snapshot: narrowing down a suspect pool in cases where there are no witnesses and no traditional DNA matches and putting a face on unidentified remains.
Parabon's founder and CEO Steven Armentrout, Ph.D., says Snapshot presents law enforcement with an entirely new way to use DNA analysis. "Heretofore, DNA hasn't been used much as an investigative tool; it's brought in at the end of an investigation for the final ID of the suspect. Snapshot moves DNA analysis to the front of an investigation, which saves both time and money."
Snapshot does much more than reveal an unknown subject's hair color and eye color. It can also be used to determine a subject's ancestry in detail.
One of the stages of Snapshot's development was a validation protocol that was used to test its mathematical models. Potential clients were asked to send Parabon samples of DNA from people unknown to the testers.
Greytak says the validation tests have been very successful and have also shown the value Snapshot offers to investigators. During one of the validation tests, Snapshot revealed the person's ancestry was 50% East Asian, 40% Native American, and 10% European, and detailed analysis determined that the subject's mother was Mexican-American and his father was Japanese. "In a real investigation that result could really narrow your suspect pool," Greytak says.
Once a law enforcement agency contracts with Parabon for the Snapshot service, it sends evidence or extracted DNA to one of Parabon's partner labs, which performs processing to determine the SNP sequences. These sequences are then processed using Parabon's prediction models. The client agency then receives a detailed analysis of the physical characteristics and ancestral background of the subject, including confidence levels for each prediction and a list of characteristics that can be excluded with high confidence. With this information, investigators can streamline their investigation by excluding a wide range of individuals from the suspect pool and focus on the most likely suspects.
Snapshot is available now, and Armentrout says the company is receiving a great response from its potential law enforcement clients. "The big thing we want the law enforcement community to understand is that this is a completely different way to use DNA," he says.
More Technology

2026 Vision FirstNet Users Summit to Host Emerging Leaders Training on Grassroots Advocacy for Public Safety
“Emerging Leaders Training: Understanding the Importance of Grassroots Advocacy for Public Safety," a session during the 2026 Vision FirstNet Users Summit, will offer a roadmap for unified advocacy at the federal level.
Read More →
Motorola Solutions Completes Acquisition of D-Fend Solutions
Motorola Solutions has acquired D-Fend Solutions, an industry leader in counter-drone technology. This deal provides public safety and enterprise customers with access to advanced counter-unmanned aerial systems.
Read More →
ZeroEyes, Advantech & Camden Police Partner to Bring AI Gun Detection Technology to Delaware School District
ZeroEyes has partnered with Advantech and the Camden Police Department to deploy ZeroEyes’ AI gun detection and intelligent situational awareness platform at Delaware’s Caesar Rodney School District (CRSD).
Read More →
Leonardo U.S. Cyber & Security Solutions Introduces SignalTrace, the Next Evolution in Electronic Signature Detection Technology
SignalTrace reflects years of product refinement and a clearer expression of the technology’s purpose of recognizing and correlating electronic signatures in publicly broadcast wireless signals to reveal patterns, relationships, and trends that might otherwise go undetected.
Read More →
Pimloc Launches Secure File Sharing to Streamline Release of Redacted Video
Pimloc’s Secure File Sharing lets organizations deliver redacted video, audio, and documents through expiring, passcode-protected links, accelerating delivery while reducing security, compliance, and chain-of-custody risks.
Read More →
2026 Vision FirstNet Users Summit to Explore How FirstNet Fusion and LMR Are Redefining Mission-Critical Communications
One of the sessions at the 2026 Vision FirstNet Users Summit will highlight hybrid devices bridging broadband and LMR. “Bridging Broadband and LMR: FirstNet Fusion and the Rise of Hybrid Devices” will explore how public safety agencies can modernize their communications environments while maintaining the reliability of land mobile radio.
Read More →
Cellebrite Expands Exclusive SkySafe Partnership to Deliver Immediate Drone Detection and Airspace Intelligence for Digital Investigations at Scale
By integrating SkySafe's drone detection and airspace intelligence with Cellebrite's platform, agencies can connect real-time and historical UAV flight data with mobile forensic evidence, all in one place.
Read More →
New DroneShield Report Reveals Serious Gaps in Airport, Critical Infrastructure Counter-Drone Security
Survey results, as part of “Airspace Under Pressure: A Global Assessment of Counter-UAS Readiness Across Airports and Critical Infrastructure,” indicate that 60% of organizations say they lack legal authority to act against unauthorized drones.
Read More →
CHP to Accelerate Evidence Redaction & Public Records Fulfillment Through Veritone Redact
With Veritone Redact, the California Highway Patrol can redact video, audio, and image-based evidence, reducing time spent on evidence preparation and public record requests.
Read More →
Echodyne Expands Public Safety Radar Applications Through Partnership with Axon
Echodyne has partnered with Axon to support safer and more scalable drone operations across law enforcement, homeland security, and Drone as First Responder programs globally.
Read More →
