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Engels I, Burnett A, Robert P, Pironneau C, Abrams G, Bouwmeester R, Van der Plaetsen P, Di Modica K, Otte M, Straus LG, Fischer V, Bray F, Mesuere B, De Groote I, Deforce D, Daled S, Dhaenens M. Classification of Collagens via Peptide Ambiguation, in a Paleoproteomic LC-MS/MS-Based Taxonomic Pipeline. J Proteome Res 2025; 24:1907-1925. [PMID: 40080838 PMCID: PMC11976868 DOI: 10.1021/acs.jproteome.4c00962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 02/07/2025] [Accepted: 03/05/2025] [Indexed: 03/15/2025]
Abstract
Liquid chromatography-mass spectrometry (LC-MS/MS) extends the matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) Zooarcheology by Mass Spectrometry (ZooMS) "mass fingerprinting" approach to species identification by providing fragmentation spectra for each peptide. However, ancient bone samples generate sparse data containing only a few collagen proteins, rendering target-decoy strategies unusable and increasing uncertainty in peptide annotation. To ameliorate this issue, we present a ZooMS/MS data pipeline that builds on a manually curated Collagen database and comprises two novel algorithms: isoBLAST and ClassiCOL. isoBLAST first extends peptide ambiguity by generating all "potential peptide candidates" isobaric to the annotated precursor. The exhaustive set of candidates created is then used to retain or reject different potential paths at each taxonomic branching point from superkingdom to species, until the greatest possible specificity is reached. Uniquely, ClassiCOL allows for the identification of taxonomic mixtures, including contaminated samples, as well as suggesting taxonomies not represented in sequence databases, including extinct taxa. All considered ambiguity is then graphically represented with clear prioritization of the potential taxa in the sample. Using public as well as in-house data acquired on different instruments, we demonstrate the performance of this universal postprocessing and explore the identification of both genetic and sample mixtures. Diet reconstruction from 40,000-year-old cave hyena coprolites illustrates the exciting potential of this approach.
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Affiliation(s)
- Ian Engels
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
| | - Alexandra Burnett
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
| | - Prudence Robert
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
| | - Camille Pironneau
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
| | - Grégory Abrams
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
- Scladina
Cave Archaeological Centre, Espace muséal
d’Andenne, Andenne 5300, Belgium
| | - Robbin Bouwmeester
- VIB-UGent
Center for Medical Biotechnology, VIB, Ghent 9052, Belgium
- Department
of Biomolecular Medicine, Ghent University, Ghent 9052 Belgium
| | - Peter Van der Plaetsen
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
- VIB-UGent
Center for Medical Biotechnology, VIB, Ghent 9052, Belgium
- Department
of Biomolecular Medicine, Ghent University, Ghent 9052 Belgium
- Evolution
& Diversity Dynamics Lab, UR Geology, Université de Liège, Liège 4000, Belgium
- Scladina
Cave Archaeological Centre, Espace muséal
d’Andenne, Andenne 5300, Belgium
- Dept.
of Anthropology, MSC01 1040, University
of New Mexico, Albuquerque, New Mexico 87131-0001, United States
- CNRS,
UAR 3290 - MSAP - Miniaturisation pour la Synthèse, l’Analyse
et la Protéomique, Univ. Lille, Lille F-59000, France
- Archéologie
préhistorique, Département des sciences historiques, Université de Liège, Liège 4000, Belgium
- School
of Biological and Environmental Sciences, Research Centre in Evolutionary
Anthropology and Palaeoecologys, Liverpool
John Moores University, Liverpool L3 3AF, U.K.
- Department of Applied Mathematics, Computer Science and
Statistics, Ghent University, Ghent B-9000, Belgium
- Department of Biochemistry, Ghent University, Ghent B-9000 Belgium
| | - Kévin Di Modica
- Scladina
Cave Archaeological Centre, Espace muséal
d’Andenne, Andenne 5300, Belgium
| | - Marcel Otte
- Archéologie
préhistorique, Département des sciences historiques, Université de Liège, Liège 4000, Belgium
| | - Lawrence Guy Straus
- Dept.
of Anthropology, MSC01 1040, University
of New Mexico, Albuquerque, New Mexico 87131-0001, United States
| | - Valentin Fischer
- Evolution
& Diversity Dynamics Lab, UR Geology, Université de Liège, Liège 4000, Belgium
| | - Fabrice Bray
- CNRS,
UAR 3290 - MSAP - Miniaturisation pour la Synthèse, l’Analyse
et la Protéomique, Univ. Lille, Lille F-59000, France
| | - Bart Mesuere
- VIB-UGent
Center for Medical Biotechnology, VIB, Ghent 9052, Belgium
- Department of Applied Mathematics, Computer Science and
Statistics, Ghent University, Ghent B-9000, Belgium
- Department of Biochemistry, Ghent University, Ghent B-9000 Belgium
| | - Isabelle De Groote
- ArcheOs
Laboratory for Biological Anthropology, Faculty of Arts and Philosophy, Ghent University, Ghent 9000, Belgium
- School
of Biological and Environmental Sciences, Research Centre in Evolutionary
Anthropology and Palaeoecologys, Liverpool
John Moores University, Liverpool L3 3AF, U.K.
| | - Dieter Deforce
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
| | - Simon Daled
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
| | - Maarten Dhaenens
- ProGenTomics,
Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical
Sciences, Ghent University, Ghent 9000,Belgium
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Viñas-Caron LC, Brandt LØ. Clothomics: a practical guide to understand the opportunities and challenges of omics-based methods in archaeological cloth research. NPJ HERITAGE SCIENCE 2025; 13:80. [PMID: 40110118 PMCID: PMC11913735 DOI: 10.1038/s40494-025-01623-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 11/28/2024] [Indexed: 03/22/2025]
Abstract
Since the first studies in the early 2000s, an increasing number of articles have used biomolecular tools for studying archaeological and historical cloth materials, produced by animal and plant fibres, leather and furs. Genomic and proteomic studies have particularly contributed to prior visual and microscopic methods to broaden complex themes such as society, identity, technology, economy and trade. We have termed this new interdisciplinary field "clothomics", as it applies diverse omics methodologies, such as genomics and proteomics, to expand the horizons of cloth research. This paper aims at providing users with a set of practical step-by-step guides for the most widely applied omics analyses of cloth, proteomics and genomics, in animal-based materials. The paper reviews current applications, provides recommendations for selecting the right analytical strategy, focusing on practical considerations like how to sample, how to choose between proteomic and genomic methodological approaches, and where we see the current limitations. We are optimistic with the field of clothomics as we see it receives more attention scientifically and from the funding bodies. Although it faces several technical challenges, we also experience attempts to overcome these by recovering and detecting more biomolecules and becoming a more inclusive field through data sharing and participatory science. With a close collaboration between scholars of different disciplines, clothomics will provide a better understanding of human-animal interactions and the use of animal products beyond subsistence.
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Affiliation(s)
- Laura C Viñas-Caron
- Centre for Textile Research, University of Copenhagen, Karen Blixens Plads 8, 2300 Copenhagen S, Denmark
- Section for GeoBiology, Globe Institute, University of Copenhagen, Øster Farimagsgade 5, 1353 Copenhagen K, Denmark
- UCPH School of Archaeology, Karen Blixens Plads 8, 2300 Copenhagen S, Denmark
| | - Luise Ørsted Brandt
- Section for GeoBiology, Globe Institute, University of Copenhagen, Øster Farimagsgade 5, 1353 Copenhagen K, Denmark
- UCPH School of Archaeology, Karen Blixens Plads 8, 2300 Copenhagen S, Denmark
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Caliskan HB, Ustok FI. Implications of intracrystalline OC17 on the protection of lattice incorporated proteins. SOFT MATTER 2024; 20:4886-4894. [PMID: 38860646 DOI: 10.1039/d4sm00371c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Abstract
Biogenic CaCO3 formation is regulated by crystallization proteins during crystal growth. Interactions of proteins with nascent mineral surfaces trigger proteins to be incorporated into the crystal lattice. As a result of incorporation, these intracrystalline proteins are protected in the lattice, an example of which is ancient eggshell proteins that have persisted in CaCO3 for thousands of years even under harsh environmental conditions. OC17 is an eggshell protein known to interact with CaCO3 during eggshell formation during which OC17 becomes incorporated into the lattice. Understanding protein incorporation into CaCO3 could offer insights into protein stability inside crystals. Here, we study the protection of OC17 in the CaCO3 lattice. Using thermogravimetric analysis we show that the effect of temperature on intracrystalline proteins of eggshells is negligible below 250 °C. Next, we show that lattice incorporation protects the OC17 structure despite a heat-treatment step that is shown to denature the protein. Because incorporated proteins need to be released from crystals, we verify metal chelation as a safe crystal dissolution method to avoid protein denaturation during reconstitution. Finally, we optimize the recombinant expression of OC17 which could allow engineering OC17 for engineered intracrystalline entrapment studies.
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Affiliation(s)
- Huseyin Burak Caliskan
- University of Cambridge, Department of Engineering, Trumpington Street, CB2 1PZ Cambridge, UK.
- University of Cambridge, The Nanoscience Centre, 11 JJ Thomson Avenue, CB3 0FF Cambridge, UK
| | - Fatma Isik Ustok
- University of Cambridge, Cambridge Institute for Medical Research, Department of Haematology, The Keith Peters Building, Hills Road, CB2 0XY Cambridge, UK
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Umamaheswaran R, Dutta S. Preservation of proteins in the geosphere. Nat Ecol Evol 2024; 8:858-865. [PMID: 38472431 DOI: 10.1038/s41559-024-02366-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 02/13/2024] [Indexed: 03/14/2024]
Abstract
Deep-time protein preservation has attracted increasing interest and rapid research activity within the palaeobiological community in recent years, but there are several different viewpoints without a cohesive framework for the interpretation of these proteins. Therefore, despite this activity, crucial gaps exist in the understanding of how proteins are preserved in the geological record and we believe it is vital to arrive at a synthesis of the various taphonomic pathways in order to proceed forward with their elucidation. Here we take a critical look at the state of knowledge regarding deep-time protein preservation and argue for the necessity of a more nuanced approach to understanding the molecular taphonomy of proteins through the lens of diagenetic pathways. We also propound an initial framework with which to comprehend the chemical changes undergone by proteins via the concept of 'proteagen'.
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Affiliation(s)
- Raman Umamaheswaran
- Department of Earth Sciences, Indian Institute of Technology Bombay, Mumbai, India.
- Department of Earth and Planetary Sciences, Hokkaido University, Sapporo, Japan.
| | - Suryendu Dutta
- Department of Earth Sciences, Indian Institute of Technology Bombay, Mumbai, India.
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Shaw B, McDonnell T, Radley E, Thomas B, Smith L, Davenport CA, Gonzalez S, Rahman A, Layfield R. Preservation of whole antibodies within ancient teeth. iScience 2023; 26:107575. [PMID: 37622005 PMCID: PMC10445445 DOI: 10.1016/j.isci.2023.107575] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/17/2023] [Accepted: 08/04/2023] [Indexed: 08/26/2023] Open
Abstract
Archaeological remains can preserve some proteins into deep time, offering remarkable opportunities for probing past events in human history. Recovering functional proteins from skeletal tissues could uncover a molecular memory related to the life-history of the associated remains. We demonstrate affinity purification of whole antibody molecules from medieval human teeth, dating to the 13th-15th centuries, from skeletons with different putative pathologies. Purified antibodies are intact retaining disulphide-linkages, are amenable to primary sequences analysis, and demonstrate apparent immunoreactivity against contemporary EBV antigen on western blot. Our observations highlight the potential of ancient antibodies to provide insights into the long-term association between host immune factors and ancient microbes, and more broadly retain a molecular memory related to the natural history of human health and immunity.
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Affiliation(s)
- Barry Shaw
- School of Life Sciences, University of Nottingham Medical School, Nottingham, UK
| | - Thomas McDonnell
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Elizabeth Radley
- Department of Biochemistry, University of Toronto, Toronto, Canada
| | - Brian Thomas
- Mass Spectrometry Research Group, University of Liverpool, Liverpool, UK
| | - Lynn Smith
- Norton Priory Museum and Gardens, Runcorn, UK
| | - Carol A.L. Davenport
- Research Centre for Evolutionary Anthropology and Paleoecology, Liverpool John Moores University, Liverpool, UK
| | - Silvia Gonzalez
- Research Centre for Evolutionary Anthropology and Paleoecology, Liverpool John Moores University, Liverpool, UK
| | - Anisur Rahman
- Centre for Rheumatology Research, Division of Medicine, UCL, London, UK
| | - Rob Layfield
- School of Life Sciences, University of Nottingham Medical School, Nottingham, UK
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