Database-dependent search engines are the most commonly used approach in metaproteomics, relying on the comparison of experimentally acquired spectra to theoretical spectra derived from protein sequence databases. However, their effectiveness depends on their accuracy and completeness with regards to the sample's actual composition, which can be difficult to achieve for microbiomes .