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Parabon NanoLabs, Inc. is an American company based in
Reston, Virginia Reston is a census-designated place in Fairfax County, Virginia, United States, and a principal city of both Northern Virginia and the Washington metropolitan area. As of the 2020 U.S. census, Reston's population was 63,226. Founded in 1964, Rest ...
, that develops nanopharmaceuticals and provides DNA phenotyping services for
law enforcement Law enforcement is the activity of some members of the government or other social institutions who act in an organized manner to enforce the law by investigating, deterring, rehabilitating, or punishing people who violate the rules and norms gove ...
organizations.


History

Parabon NanoLabs, a subsidiary of Parabon Computation, a computing software provider, was founded in 2008 by Steven Armentrout, Michael Norton and Christopher Dwyer. In 2018 Armentrout was the chief executive officer and President of Parabon Computation. Parabon NanoLabs has developed oncology therapeutics and synthetic vaccines using nanotechnology and DNA phenotyping.


Products


inSēquio Design Studio

Together with the Edgewood Chemical Biological Center, the United States Army Research Office and the
National Science Foundation The U.S. National Science Foundation (NSF) is an Independent agencies of the United States government#Examples of independent agencies, independent agency of the Federal government of the United States, United States federal government that su ...
as part of a project in the Federal Small Business Innovation Research program, Parabon developed a computer aided design software called inSēquio Design Studio for nanoengineering DNA constructs. This software was used to design and develop synthetic vaccines.


Snapshot

Snapshot DNA Phenotyping Service is the name of a DNA phenotyping tool developed by Parabon NanoLabs which creates composite face imaging sketches based on DNA samples. The
algorithms In mathematics and computer science, an algorithm () is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for per ...
used to make the composites are not
open source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
, however, which has attracted criticism from members of the scientific community. Moses Schanfield, professor of
forensic science Forensic science combines principles of law and science to investigate criminal activity. Through crime scene investigations and laboratory analysis, forensic scientists are able to link suspects to evidence. An example is determining the time and ...
s at
George Washington University The George Washington University (GW or GWU) is a Private university, private University charter#Federal, federally-chartered research university in Washington, D.C., United States. Originally named Columbian College, it was chartered in 1821 by ...
, criticized the lack of any
peer review Peer review is the evaluation of work by one or more people with similar competencies as the producers of the work (:wiktionary:peer#Etymology 2, peers). It functions as a form of self-regulation by qualified members of a profession within the ...
, noting that there is no publicly available performance record for the product. In a 2016 article the
American Civil Liberties Union The American Civil Liberties Union (ACLU) is an American nonprofit civil rights organization founded in 1920. ACLU affiliates are active in all 50 states, Washington, D.C., and Puerto Rico. The budget of the ACLU in 2024 was $383 million. T ...
recommended only using genetic phenotyping "...where the link between genes and external characteristics is based on well-proven, peer-reviewed, widely accepted science, such as is apparently now the case with hair and eye color." Skin color predictions have been reported to be somewhat reliable but not predictions of the shape of the face. North Carolina detectives felt Parabon's Snapshot DNA Phenotyping Service had been helpful in identifying Jose Alvarez, Jr. in 2015 as the killer of Troy and LaDonna French in 2012. Privacy restrictions in 2019 on the use of GEDmatch for genetic genealogy may make DNA phenotyping more common. Illumina, Inc. and Identitas AG are reported to offer similar DNA phenotyping services. The United States Department of Defense provided approximately $2,000,000 in development financing for Snapshot.


Keystone

Parabon NanoLabs was awarded a two-year contract by the
United States Department of Defense The United States Department of Defense (DoD, USDOD, or DOD) is an United States federal executive departments, executive department of the federal government of the United States, U.S. federal government charged with coordinating and superv ...
to develop a software platform dubbed 'Keystone' for the forensic analysis of DNA evidence.


Genetic genealogy

In May 2018 Parabon NanoLabs appointed genealogist CeCe Moore as head of their genetic genealogy unit with three genealogists working for her. In cooperation with American law enforcement, Parabon uploaded
DNA evidence Deoxyribonucleic acid (; DNA) is a polymer composed of two polynucleotide chains that coil around each other to form a double helix. The polymer carries genetic instructions for the development, functioning, growth and reproduction of al ...
from crime scenes to GEDmatch in an attempt to identify perpetrators. In November 2018 Parabon said they were working on 200 cases, 55% had produced leads and in May 2019 they said were solving cold cases at the rate of one a week. In May 2019, GEDmatch required people who had uploaded their DNA to its site to specifically opt in to allow law enforcement agencies to access their information. This change in privacy policy was forecast to make it much more difficult in the future for law enforcement agencies and Parabon to identify suspects and solve cold cases using genetic genealogy. According to an article published by ''Los Angeles Times'' in November 2019, " eCeMoore said Parabon has opened about 300 DNA searches and that the lab has solved almost 100 cases — though arrests have not yet been made in several dozen of those cases." In May 2020 it was reported that Parabon had participated in nearly 500 cases with 109 suspect positive identifications. In December 2019, it was announced that GEDmatch was sold to forensic, for-profit, DNA analysis company Verogen, whose CEO Brett Williams vowed to make the database safer for its customers, including fighting search warrants. In a May 2020 interview with Scott Fisher of the podcast ''Extreme Genes'', Moore revealed that in her capacity as the genetic genealogy lead, she no longer uses GEDmatch exclusively because of the decline of profiles available to law enforcement. Moore stated, "So, it would be better obviously, if we still had access to the full EDmatchdatabase, that million plus profiles, but it hasn't stopped us. Also, we are using Family Tree DNA more and more all the time. Parabon is not able to upload directly but the agencies we work with can get the raw data from us and upload it to Family Tree DNA and then come back with that login information for us. So, we're also helping to solve some cases with
Family Tree DNA FamilyTreeDNA is a division of Gene by Gene, a commercial genetic testing company based in Houston, Texas. FamilyTreeDNA offers analysis of autosomal DNA, Y-DNA, and mitochondrial DNA to individuals for genealogical purpose. With a database ...
matches now. And as you know, theirs is the opt-out situation where you're automatically opted in if you're a US customer, unless you choose to opt out." This restricted direct-access limitation may be due to the fact that FamilyTreeDNA has their own genetic genealogy consultant, Barbara Rae-Venter, who solved the Golden State Killer cold case in May 2018. On 26 May 2020, the ABC television network premiered ''The Genetic Detective'', featuring Parabon's Moore, Steven Armentrout, Ph.D., and Ellen McRae Greytak, Ph.D. The hour-long episodes feature cases that Moore's genetic genealogy team has worked on since she started with Parabon. The following list of ''case results'' may offer an overview of Parabon's increasing activity.


Case results: To trial

The following cases include suspects who were identified and then arrested for the indicated offenses. All suspects are considered innocent until proven guilty in a court of law. Convictions are highlighted in green.


Case results: Confessions and guilty pleas

In the following cases, the suspect arrested for the offense subsequently confessed and was sentenced without going to trial. Case results: Dismissals In the following cases, the suspect arrested for the offense was either released or found not guilty in a court of law. Many factors may result in such an outcome, ranging from the prosecution dropping all charges, acquittals, dismissals, etc.


Case results: Identification of deceased primary suspects

In these cases, the offender was identified, but died without ever being brought to justice. Although the percentage accuracy in the identification of these primary suspects is extremely high, the cases remain open because there can be no convictions.


Case results: Identification of John and Jane Does

Unidentified remains of deceased individuals are given the names Jane Doe for females and John Doe for males. In cases where homicide is suspected, the identification of the remains is the first step in finding the deceased's killer. Not all Does are victims of homicide, however.


References


External links


Parabon Snapshots and advanced DNA analysis web page

Subjects identified, People of interest and Unidentified remains followed by Parabon
{{authority control 2008 establishments in Virginia Companies based in Reston, Virginia Forensics organizations American companies established in 2008 Pharmaceutical companies established in 2008 DNA profiling techniques