Automated High-Throughput Biological Sex Identification from Archeological Human Dental Enamel Using Targeted Proteomics

  • Claire Koenig
  • , Patricia Janker-Bortel
  • , Ryan S. Paterson
  • , Barbara Rendl
  • , Palesa P. Madupe
  • , Gaudry B. Troché
  • , Nuno Vibe Hermann
  • , Marina Martínez de Pinillos
  • , María Martinón-Torres
  • , Sandra Mularczyk
  • , Marie Louise Schjellerup Jørkov
  • , Christopher Gerner
  • , Fabian Kanz
  • , Ana Martinez-Val
  • , Enrico Cappellini (Corresponding author)
  • , Jesper V. Olsen (Corresponding author)

Publications: Contribution to journalArticlePeer Reviewed

Abstract

Biological sex is key information for archeological and forensic studies, which can be determined by proteomics. However, the lack of a standardized approach for fast and accurate sex identification currently limits the reach of proteomics applications. Here, we introduce a streamlined mass spectrometry (MS)-based workflow for the determination of biological sex using human dental enamel. Our approach builds on a minimally invasive sampling strategy by acid etching, a rapid online liquid chromatography (LC) gradient coupled to a high-resolution parallel reaction monitoring (PRM) assay allowing for a throughput of 200 samples per day (SPD) with high quantitative performance enabling confident identification of both males and females. Additionally, we developed a streamlined data analysis pipeline and integrated it into a Shiny interface for ease of use. The method was first developed and optimized using modern teeth and then validated in an independent set of deciduous teeth of known sex. Finally, the assay was successfully applied to archeological material, enabling the analysis of over 300 individuals. We demonstrate unprecedented performance and scalability, speeding up MS analysis by 10-fold compared to conventional proteomics-based sex identification methods. This work paves the way for large-scale archeological or forensic studies enabling the investigation of entire populations rather than focusing on individual high-profile specimens. Data are available via ProteomeXchange with the identifier PXD049326.

Original languageEnglish
Pages (from-to)5107-5121
Number of pages15
JournalJournal of Proteome Research
Volume23
Issue number11
Early online date2024
DOIs
Publication statusPublished - 1 Nov 2024

Funding

C.K., R.S.P., P.P.M., M.M.T., E.C., and J.V.O. are supported by the European Union\u2019s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie \u201CPUSHH\u201D training network, grant agreement No. 861389. Work at The Novo Nordisk Foundation Center for Protein Research (CPR) is funded in part by a donation from the Novo Nordisk Foundation (NNF14CC0001). R.P., P.P.M., G.B.T., J.V.O., and E.C. are supported by the European Research Council (ERC) under the European Union\u2019s Horizon 2020 research and innovation program (grant agreement No. 101021361). M.M.T. and M.M.P. received funding from Project PID2021\u2013122355NB-C33 financed by MCIN/AEI/10.13039/501100011033/FEDER, UE. M.M.T. received funding from The Leakey Foundation through Dub Crook support. M.M.P. has the support of the European Research Council within the European Union\u2019s Horizon Europe (ERC-2021-ADG, Tied2Teeth, project number 101054659). The Rato\u0301n Pe\u0301rez project has been financed by the Spanish Foundation for Science and Technology (FECYT) of the Ministry of Science, Innovation, and Universities and Fundacio\u0301n \u201Cla Caixa\u201D, Caixabank.

Austrian Fields of Science 2012

  • 106037 Proteomics
  • 601003 Archaeology
  • 104026 Spectroscopy

Keywords

  • archeology
  • biological sex
  • dental enamel
  • forensics
  • high-throughput
  • palaeoproteomics
  • parallel reaction monitoring (PRM)
  • proteomics

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