SPIN enables high throughput species identification of archaeological bone by proteomics.
Patrick Leopold RütherImmanuel Mirnes HusicPernille BangsgaardKristian Murphy GregersenPernille PantmannMilena CarvalhoRicardo Miguel GodinhoLukas FriedlJoão CascalheiraAlberto John TaurozziMarie Louise Schjellerup JørkovMichael M BenedettiJonathan A HawsNuno BichoFrido WelkerEnrico CappelliniJesper Velgaard OlsenPublished in: Nature communications (2022)
Species determination based on genetic evidence is an indispensable tool in archaeology, forensics, ecology, and food authentication. Most available analytical approaches involve compromises with regard to the number of detectable species, high cost due to low throughput, or a labor-intensive manual process. Here, we introduce "Species by Proteome INvestigation" (SPIN), a shotgun proteomics workflow for analyzing archaeological bone capable of querying over 150 mammalian species by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Rapid peptide chromatography and data-independent acquisition (DIA) with throughput of 200 samples per day reduce expensive MS time, whereas streamlined sample preparation and automated data interpretation save labor costs. We confirm the successful classification of known reference bones, including domestic species and great apes, beyond the taxonomic resolution of the conventional peptide mass fingerprinting (PMF)-based Zooarchaeology by Mass Spectrometry (ZooMS) method. In a blinded study of degraded Iron-Age material from Scandinavia, SPIN produces reproducible results between replicates, which are consistent with morphological analysis. Finally, we demonstrate the high throughput capabilities of the method in a high-degradation context by analyzing more than two hundred Middle and Upper Palaeolithic bones from Southern European sites with late Neanderthal occupation. While this initial study is focused on modern and archaeological mammalian bone, SPIN will be open and expandable to other biological tissues and taxa.
Keyphrases
- mass spectrometry
- high throughput
- liquid chromatography tandem mass spectrometry
- liquid chromatography
- room temperature
- electronic health record
- machine learning
- density functional theory
- solid phase extraction
- deep learning
- single cell
- ms ms
- high performance liquid chromatography
- high resolution
- multiple sclerosis
- clinical trial
- randomized controlled trial
- soft tissue
- minimally invasive
- dna methylation
- capillary electrophoresis
- molecular dynamics
- transition metal
- young adults
- artificial intelligence
- double blind