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Marciniak S, Bergey CM, Silva AM, Hałuszko A, Furmanek M, Veselka B, Velemínský P, Vercellotti G, Wahl J, Zariņa G, Longhi C, Kolář J, Garrido-Pena R, Flores-Fernández R, Herrero-Corral AM, Simalcsik A, Müller W, Sheridan A, Miliauskienė Ž, Jankauskas R, Moiseyev V, Köhler K, Király Á, Gamarra B, Cheronet O, Szeverényi V, Kiss V, Szeniczey T, Kiss K, Zoffmann ZK, Koós J, Hellebrandt M, Maier RM, Domboróczki L, Virag C, Novak M, Reich D, Hajdu T, von Cramon-Taubadel N, Pinhasi R, Perry GH. An integrative skeletal and paleogenomic analysis of stature variation suggests relatively reduced health for early European farmers. Proc Natl Acad Sci U S A 2022; 119:e2106743119. [PMID: 35389750 PMCID: PMC9169634 DOI: 10.1073/pnas.2106743119] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 02/24/2022] [Indexed: 12/02/2022] Open
Abstract
Human culture, biology, and health were shaped dramatically by the onset of agriculture ∼12,000 y B.P. This shift is hypothesized to have resulted in increased individual fitness and population growth as evidenced by archaeological and population genomic data alongside a decline in physiological health as inferred from skeletal remains. Here, we consider osteological and ancient DNA data from the same prehistoric individuals to study human stature variation as a proxy for health across a transition to agriculture. Specifically, we compared “predicted” genetic contributions to height from paleogenomic data and “achieved” adult osteological height estimated from long bone measurements for 167 individuals across Europe spanning the Upper Paleolithic to Iron Age (∼38,000 to 2,400 B.P.). We found that individuals from the Neolithic were shorter than expected (given their individual polygenic height scores) by an average of −3.82 cm relative to individuals from the Upper Paleolithic and Mesolithic (P = 0.040) and −2.21 cm shorter relative to post-Neolithic individuals (P = 0.068), with osteological vs. expected stature steadily increasing across the Copper (+1.95 cm relative to the Neolithic), Bronze (+2.70 cm), and Iron (+3.27 cm) Ages. These results were attenuated when we additionally accounted for genome-wide genetic ancestry variation: for example, with Neolithic individuals −2.82 cm shorter than expected on average relative to pre-Neolithic individuals (P = 0.120). We also incorporated observations of paleopathological indicators of nonspecific stress that can persist from childhood to adulthood in skeletal remains into our model. Overall, our work highlights the potential of integrating disparate datasets to explore proxies of health in prehistory.
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Affiliation(s)
- Stephanie Marciniak
- Department of Anthropology, Pennsylvania State University, University Park, PA 16802
| | - Christina M. Bergey
- Department of Anthropology, Pennsylvania State University, University Park, PA 16802
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08854
| | - Ana Maria Silva
- Research Centre for Anthropology and Health (Centro de Investigação em Antropologia e Saúde - CIAS), Department of Life Sciences, University of Coimbra, Coimbra 3000-456, Portugal
- Centre for Functional Ecology, Department of Life Sciences, University of Coimbra, Coimbra 3000-456, Portugal
- Archeology Center of the University of Lisbon (UNIARQ), University of Lisbon, Lisbon 1600-214, Portugal
| | - Agata Hałuszko
- Institute of Archaeology, University of Wrocław, Wrocław 50-139, Poland
- Archeolodzy.org Foundation, Wrocław 50-316, Poland
| | - Mirosław Furmanek
- Institute of Archaeology, University of Wrocław, Wrocław 50-139, Poland
| | - Barbara Veselka
- Department of Chemistry, Analytical Environmental and Geo-Chemistry Research Unit, Vrije Univeristeit Brussels, Brussels 1050, Belgium
- Department of Art Studies and Archaeology, Maritime Cultures Research Institute, Vrije Univeristeit Brussels, Brussels 1050, Belgium
| | - Petr Velemínský
- Department of Anthropology, National Museum, Prague 115-79, Czech Republic
| | - Giuseppe Vercellotti
- Department of Anthropology, Ohio State University, Columbus, OH 43210
- Institute for Research and Learning in Archaeology and Bioarchaeology, Columbus, OH 43215
| | - Joachim Wahl
- Institute for Scientific Archaeology, Working Group Palaeoanthropology, University of Tübingen, Tübingen 72074, Germany
| | - Gunita Zariņa
- Institute of Latvian History, University of Latvia, Riga 1050, Latvia
| | - Cristina Longhi
- Soprintendenza Archeologia, Belle Arti e Paesaggio, Rome 00186, Italy
| | - Jan Kolář
- Department of Vegetation Ecology, Institute of Botany of the Czech Academy of Sciences, Průhonice 252-43, Czech Republic
- Institute of Archaeology and Museology, Masaryk University, Brno 602-00, Czech Republic
| | - Rafael Garrido-Pena
- Department of Prehistory and Archaeology, Universidad Autónoma de Madrid, Madrid 28049, Spain
| | | | | | - Angela Simalcsik
- Olga Necrasov Center for Anthropological Research, Romanian Academy - Iasi Branch, Iasi 700481, Romania
- Orheiul Vechi Cultural-Natural Reserve, Orhei 3506, Republic of Moldova
| | - Werner Müller
- Laboratoire d'archéozoologie, Université de Neuchâtel, Neuchâtel 2000, Switzerland
| | - Alison Sheridan
- Department of Scottish History & Archaeology, National Museums Scotland, Edinburgh EH1 1JF, Scotland
| | - Žydrūnė Miliauskienė
- Department of Anatomy, Histology and Anthropology, Vilnius University, Vilnius 01513, Lithuania
| | - Rimantas Jankauskas
- Department of Anatomy, Histology and Anthropology, Vilnius University, Vilnius 01513, Lithuania
| | - Vyacheslav Moiseyev
- Department of Physical Anthropology, Peter the Great Museum of Anthropology and Ethnography (Kunstkamera), Russian Academy of Sciences, St. Petersburg 199034, Russia
| | - Kitti Köhler
- Institute of Archaeology, Research Centre for the Humanities, Eötvös Loránd Research Network, Budapest 1097, Hungary
| | - Ágnes Király
- Institute of Archaeology, Research Centre for the Humanities, Eötvös Loránd Research Network, Budapest 1097, Hungary
| | - Beatriz Gamarra
- Institut Català de Paleoecologia Humana i Evolució Social, Tarragona 43007, Spain
- Departament d’Història i Història de l’Art, Universitat Rovira i Virgili, Tarragona 43003, Spain
| | - Olivia Cheronet
- Department of Evolutionary Anthropology, University of Vienna, Vienna 1030, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna 1030, Austria
| | - Vajk Szeverényi
- Institute of Archaeology, Research Centre for the Humanities, Eötvös Loránd Research Network, Budapest 1097, Hungary
- Department of Archaeology, Déri Múzeum, Debrecen 4026, Hungary
| | - Viktória Kiss
- Institute of Archaeology, Research Centre for the Humanities, Eötvös Loránd Research Network, Budapest 1097, Hungary
| | - Tamás Szeniczey
- Department of Biological Anthropology, Eötvös Loránd University, Budapest 1053, Hungary
| | - Krisztián Kiss
- Department of Biological Anthropology, Eötvös Loránd University, Budapest 1053, Hungary
- Department of Anthropology, Hungarian Natural History Museum, Budapest 1083, Hungary
| | | | - Judit Koós
- Department of Archaeology, Herman Ottó Museum, Miskolc 3530, Hungary
| | | | - Robert M. Maier
- Department of Genetics, Harvard Medical School, Boston, MA 02115
- Department of Human Evolutionary Biology, Harvard University, Cambridge, MA 02138
| | - László Domboróczki
- Department of Archaeology, István Dobó Castle Museum, Eger 3300, Hungary
| | - Cristian Virag
- Department of Archaeology, Satu Mare County Museum, Satu Mare 440031, Romania
| | - Mario Novak
- Centre for Applied Bioanthropology, Institute for Anthropological Research, Zagreb 10000, Croatia
| | - David Reich
- Department of Genetics, Harvard Medical School, Boston, MA 02115
- Department of Human Evolutionary Biology, Harvard University, Cambridge, MA 02138
- The Max Planck–Harvard Research Center for the Archaeoscience of the Ancient Mediterranean, Boston, MA 02115
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA 02142
- HHMI, Harvard Medical School, Cambridge, MA 02138
| | - Tamás Hajdu
- Department of Biological Anthropology, Eötvös Loránd University, Budapest 1053, Hungary
| | - Noreen von Cramon-Taubadel
- Buffalo Human Evolutionary Morphology Lab, Department of Anthropology, University at Buffalo, Buffalo, NY 14261-0026
| | - Ron Pinhasi
- Department of Evolutionary Anthropology, University of Vienna, Vienna 1030, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna 1030, Austria
| | - George H. Perry
- Department of Anthropology, Pennsylvania State University, University Park, PA 16802
- Department of Biology, Pennsylvania State University, University Park, PA 16802
- Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, PA 16802
- Deutsche Forschungsgemeinschaft (DFG) Center for Advanced Studies, University of Tübingen, Tübingen 72074, Germany
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