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Derežanin L, Blažytė A, Dobrynin P, Duchêne DA, Grau JH, Jeon S, Kliver S, Koepfli KP, Meneghini D, Preick M, Tomarovsky A, Totikov A, Fickel J, Förster DW. Multiple types of genomic variation contribute to adaptive traits in the mustelid subfamily Guloninae. Mol Ecol 2022; 31:2898-2919. [PMID: 35334142 DOI: 10.1111/mec.16443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 03/06/2022] [Accepted: 03/14/2022] [Indexed: 11/28/2022]
Abstract
Species of the mustelid subfamily Guloninae inhabit diverse habitats on multiple continents, and occupy a variety of ecological niches. They differ in feeding ecologies, reproductive strategies and morphological adaptations. To identify candidate loci associated with adaptations to their respective environments, we generated a de novo assembly of the tayra (Eira barbara), the earliest diverging species in the subfamily, and compared this with the genomes available for the wolverine (Gulo gulo) and the sable (Martes zibellina). Our comparative genomic analyses included searching for signs of positive selection, examining changes in gene family sizes, as well as searching for species-specific structural variants (SVs). Among candidate loci associated with phenotypic traits, we observed many related to diet, body condition and reproduction. For example, for the tayra, which has an atypical gulonine reproductive strategy of aseasonal breeding, we observe species-specific changes in many pregnancy-related genes. For the wolverine, a circumpolar hypercarnivore that must cope with seasonal food scarcity, we observed many changes in genes associated with diet and body condition. All types of genomic variation examined (single nucleotide polymorphisms, gene family expansions, structural variants) contributed substantially to the identification of candidate loci. This strongly argues for consideration of variation other than single nucleotide polymorphisms in comparative genomics studies aiming to identify loci of adaptive significance.
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Affiliation(s)
- Lorena Derežanin
- Leibniz Institute for Zoo and Wildlife Research (IZW, Alfred Kowalke Straße 17, 10315, Berlin, Germany
| | - Asta Blažytė
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST, Ulsan, 44919, Republic of Korea
| | - Pavel Dobrynin
- Computer Technologies Laboratory, ITMO University, 49 Kronverkskiy Pr, 197101, Saint Petersburg, Russia
| | - David A Duchêne
- Center for Evolutionary Hologenomics, The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5, 1353, Copenhagen, Denmark
| | - José Horacio Grau
- amedes Genetics, amedes Medizinische Dienstleistungen GmbH, Jägerstr. 61, 10117, Berlin, Germany
| | - Sungwon Jeon
- Department of Biomedical Engineering, College of Information and Biotechnology, Ulsan National Institute of Science and Technology (UNIST, Ulsan, 44919, Republic of Korea.,Clinomics Inc, Ulsan, 44919, Republic of Korea
| | - Sergei Kliver
- Institute of Molecular and Cellular Biology, SB RAS, 8/2 Acad. Lavrentiev Ave, Novosibirsk, 630090, Russia
| | - Klaus-Peter Koepfli
- Computer Technologies Laboratory, ITMO University, 49 Kronverkskiy Pr, 197101, Saint Petersburg, Russia.,Smithsonian-Mason School of Conservation, 1500 Remount Road, Front Royal, VA, 22630, USA.,Smithsonian Conservation Biology Institute, Center for Species Survival, National Zoological Park, 1500 Remount Road, Front Royal, VA, 22630, USA
| | - Dorina Meneghini
- Leibniz Institute for Zoo and Wildlife Research (IZW, Alfred Kowalke Straße 17, 10315, Berlin, Germany
| | - Michaela Preick
- Institute for Biochemistry and Biology, Faculty of Mathematics and Natural Sciences, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, OT, Germany
| | - Andrey Tomarovsky
- Computer Technologies Laboratory, ITMO University, 49 Kronverkskiy Pr, 197101, Saint Petersburg, Russia.,Institute of Molecular and Cellular Biology, SB RAS, 8/2 Acad. Lavrentiev Ave, Novosibirsk, 630090, Russia.,Novosibirsk State University, 1 Pirogova str, Novosibirsk, 630090, Russia
| | - Azamat Totikov
- Computer Technologies Laboratory, ITMO University, 49 Kronverkskiy Pr, 197101, Saint Petersburg, Russia.,Institute of Molecular and Cellular Biology, SB RAS, 8/2 Acad. Lavrentiev Ave, Novosibirsk, 630090, Russia.,Novosibirsk State University, 1 Pirogova str, Novosibirsk, 630090, Russia
| | - Jörns Fickel
- Leibniz Institute for Zoo and Wildlife Research (IZW, Alfred Kowalke Straße 17, 10315, Berlin, Germany.,Institute for Biochemistry and Biology, Faculty of Mathematics and Natural Sciences, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, OT, Germany
| | - Daniel W Förster
- Leibniz Institute for Zoo and Wildlife Research (IZW, Alfred Kowalke Straße 17, 10315, Berlin, Germany
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Mullineaux ST, Kostka B, Rock L, Ogle N, Marks NJ, Doherty R, Harrod C, Montgomery WI, Scantlebury DM. Soil δ 13C and δ 15N baselines clarify biogeographic heterogeneity in isotopic discrimination of European badgers (Meles meles). Sci Rep 2022; 12:200. [PMID: 34997035 DOI: 10.1038/s41598-021-04011-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 12/10/2021] [Indexed: 12/02/2022] Open
Abstract
Isotopic techniques have been used to study phenomena in the geological, environmental, and ecological sciences. For example, isotopic values of multiple elements elucidate the pathways energy and nutrients take in the environment. Isoscapes interpolate isotopic values across a geographical surface and are used to study environmental processes in space and time. Thus, isoscapes can reveal ecological shifts at local scales, and show distribution thresholds in the wider environment at the macro-scale. This study demonstrates a further application of isoscapes, using soil isoscapes of 13C/12C and 15N/14N as an environmental baseline, to understand variation in trophic ecology across a population of Eurasian badgers (Meles meles) at a regional scale. The use of soil isoscapes reduced error, and elevated the statistical signal, where aggregated badger hairs were used, and where individuals were identified using genetic microarray analysis. Stable isotope values were affected by land-use type, elevation, and meteorology. Badgers in lowland habitats had diets richer in protein and were adversely affected by poor weather conditions in all land classes. It is concluded that soil isoscapes are an effective way of reducing confounding biases in macroscale, isotopic studies. The method elucidated variation in the trophic and spatial ecology of economically important taxa at a landscape level. These results have implications for the management of badgers and other carnivores with omnivorous tendencies in heterogeneous landscapes.
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Mullineaux ST, Redpath SHA, Ogle N, McKinley JM, Marks NJ, Scantlebury DM, Doherty R. Potentially toxic element accumulation in badgers (Meles meles): a compositional approach. Sci Total Environ 2021; 762:143087. [PMID: 33131870 DOI: 10.1016/j.scitotenv.2020.143087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/09/2020] [Accepted: 10/11/2020] [Indexed: 06/11/2023]
Abstract
Potentially Toxic Elements (PTEs) in Badgers (Meles meles), otherwise known as heavy metals, are unique amongst environmental pollutants occurring, both naturally and anthropogenically. PTEs have a broad range of negative health and environmental effects, therefore identifying their sources and pathways through the environment is imperative for public health policy. This is difficult in terrestrial systems due to the compositional nature of soil geochemistry. In this study, a compositional statistical approach was used to identify how PTEs accumulate in a terrestrial carnivorous mammal, Eurasian Badgers (Meles meles). Compositional principal component analysis (PCA) was used on geochemical data from the Tellus survey, the soil baseline and badger tissue data to map geo-spatial patterns of PTEs and show accumulative trends measured in time. Mapping PCs identified distinct regions of PTE presence in soil and PTE accumulation in badger tissues in Northern Ireland. PTEs were most elevated in liver, kidney and then muscle tissues. Liver and kidney showed the most distinct geo-spatial patterns of accumulation and muscle was the most depleted. PC1 and 2 for each type were modelled using generalised additive mixed models (GAMM) to identify trends through time. PC1 for the liver and muscle were associated with rainfall and ∂N15 in the liver, showing a link to diet and a bioaccumulation pathway, whilst PC2 for both tissues was associated with mean temperature, showing a link to seasonal activity and a bioaccessibility pathway. However, in kidney tissue these trends are reversed and PC1 was associated with bioaccessibility and PC2 with bioaccumulation. Combined these techniques can elucidate both geo-spatial trends in PTEs and the mechanisms by which they move in environment and in future may be an effective tool for assessing PTE bioavailability in environmental health surveys.
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Affiliation(s)
- S T Mullineaux
- School of Biological Sciences, 1-33 Chlorine Gardens, Belfast BT9 5AJ, United Kingdom of Great Britain and Northern Ireland.
| | - S H A Redpath
- School of Biological Sciences, 1-33 Chlorine Gardens, Belfast BT9 5AJ, United Kingdom of Great Britain and Northern Ireland
| | - N Ogle
- School of Natural and Built Environment, David Keir Building, Stranmillis Road, Belfast BT9 5AG, United Kingdom of Great Britain and Northern Ireland
| | - J M McKinley
- School of Natural and Built Environment, Elmwood Avenue, Belfast BT7 1NN, United Kingdom of Great Britain and Northern Ireland
| | - N J Marks
- School of Biological Sciences, 1-33 Chlorine Gardens, Belfast BT9 5AJ, United Kingdom of Great Britain and Northern Ireland
| | - D M Scantlebury
- School of Biological Sciences, 1-33 Chlorine Gardens, Belfast BT9 5AJ, United Kingdom of Great Britain and Northern Ireland
| | - R Doherty
- School of Natural and Built Environment, David Keir Building, Stranmillis Road, Belfast BT9 5AG, United Kingdom of Great Britain and Northern Ireland
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Kinoshita E, Kosintsev PA, Abramov AV, Solovyev VA, Saveljev AP, Nishita Y, Masuda R. Holocene changes in the distributions of Asian and European badgers (Carnivora: Mustelidae: Meles) inferred from ancient DNA analysis. Biol J Linn Soc Lond 2020. [DOI: 10.1093/biolinnean/blaa007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
AbstractAlthough the present-day distributional boundary between the European badger (Meles meles) and the Asian badger (Meles leucurus) is around the Volga River, studies of ancient bone remains have indicated changes in the distribution of M. meles and M. leucurus in the Urals–Volga region during the Holocene. To examine past changes in distribution using genetic data, changes in genetic diversity, and the relationships of Holocene to modern populations, we sequenced ~150 bp of the mitochondrial DNA control region from the 44 ancient badger remains excavated from European Russian, Ural and Western Siberian sites, and we detected 12 haplotypes. Our study revealed Holocene changes in the distributional boundary between these badger species. Meles meles inhabited the Ural Mountains east of the Volga River in the Early Holocene, whereas M. leucurus expanded its distribution westwards, starting ~2500 years ago. Thereafter, M. leucurus rapidly replaced M. meles in the region between the Urals and the Volga, resulting in the present-day boundary in the Volga–Kama region. Among the 12 haplotypes detected, three for M. leucurus and four for M. meles were identical to partial sequences of haplotypes detected in modern populations, indicating considerable genetic continuity between Holocene and modern populations.
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Affiliation(s)
- Emi Kinoshita
- Department of Natural History Sciences, Graduate School of Science, Hokkaido University, Sapporo, Japan
| | - Pavel A Kosintsev
- Institute of Plant and Animal Ecology, Ural Branch, Russian Academy of Sciences, Ekaterinburg, Russia
- Ural Federal University, Ekaterinburg, Russia
| | - Alexei V Abramov
- Zoological Institute, Russian Academy of Sciences, Saint-Petersburg, Russia
| | | | | | - Yoshinori Nishita
- Department of Biological Sciences, Faculty of Science, Hokkaido University, Sapporo, Japan
| | - Ryuichi Masuda
- Department of Natural History Sciences, Graduate School of Science, Hokkaido University, Sapporo, Japan
- Department of Biological Sciences, Faculty of Science, Hokkaido University, Sapporo, Japan
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