Rapid and robust sex determination from ancient enamel proteomes using <i>protSexInferer</i>

Abstract Accurate biological sex determination of ancient remains is critical for archaeological, anthropological, and forensic studies, but remains challenging for morphologically ambiguous and highly degraded endogenous DNA samples. Paleo-proteomics sex identification approaches, targeting sexually dimorphic amelogenin isoforms (AMELX and AMELY), present a promising solution. However, current workflows rely on manual verification of a few specific peptide markers, a process that lacks standardization and is susceptible to false-positive AMELY signals. To overcome these limitations, we developed protSexInferer , a lightweight, open-source bioinformatic pipeline for automated sex estimation from paleo-proteomic data. Our method uses the ratio of AMELY-specific peptides to all detected AMELY- and AMELX-specific peptides (i.e., the R AMELY value) rather than the mere presence or absence of AMELY signals for sex classification. We demonstrated that the R AMELY value clearly distinguishes male and female individuals in both reference and independent validation datasets, enabling reliable sex assignments even in cases where conventional intensity-based comparisons (e.g., AMELY-59M vs. AMELX-60) are ambiguous. This ratio-based approach effectively mitigates the impact of false-positive AMELY signals, therefore eliminating the need for time-consuming manual verification, and remains reliable even for samples with low peptide yields. Equipped with pre-constructed protein reference databases, protSexInferer provides a robust, standardized, and end-to-end solution for paleo-proteomic sex determination.