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Paul M, Dalal A, Jääskeläinen M, Moshelion M, Schulman AH. Precision phenotyping of a barley diversity set reveals distinct drought response strategies. FRONTIERS IN PLANT SCIENCE 2024; 15:1393991. [PMID: 38984164 PMCID: PMC11231632 DOI: 10.3389/fpls.2024.1393991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 05/30/2024] [Indexed: 07/11/2024]
Abstract
Plants exhibit an array of drought responses and adaptations, where the trade-off between water loss and CO2 uptake for growth is mediated by regulation of stomatal aperture in response to soil water content (SWC), among other factors. For crop yield stability, the question is how drought timing and response patterns relate to post-drought growth resilience and vigor. We earlier identified, in a few reference varieties of barley that differed by the SWC at which transpiration was curtailed, two divergent water use strategies: water-saving ("isohydric") and water-spending ("anisohydric"). We proposed that an isohydric strategy may reduce risk from spring droughts in climates where the probability of precipitation increases during the growing season, whereas the anisohydric is consistent with environments having terminal droughts, or with those where dry periods are short and not seasonally progressive. Here, we have examined drought response physiology in an 81-line barley (Hordeum vulgare L.) diversity set that spans 20th century European breeding and identified several lines with a third, dynamic strategy. We found a strong positive correlation between vigor and transpiration, the dynamic group being highest for both. However, these lines curtailed daily transpiration at a higher SWC than the isohydric group. While the dynamic lines, particularly cv Hydrogen and Baronesse, were not the most resilient in terms of restoring initial growth rates, their strong initial vigor and high return to initial transpiration rates meant that their growth nevertheless surpassed more resilient lines during recovery from drought. The results will be of use for defining barley physiological ideotypes suited to future climate scenarios.
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Affiliation(s)
- Maitry Paul
- HiLIFE Institute of Biotechnology and Viikki Plant Science Centre (ViPS), University of Helsinki, Helsinki, Finland
| | - Ahan Dalal
- Faculty of Agriculture, Food and Environment, The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Marko Jääskeläinen
- HiLIFE Institute of Biotechnology and Viikki Plant Science Centre (ViPS), University of Helsinki, Helsinki, Finland
| | - Menachem Moshelion
- Faculty of Agriculture, Food and Environment, The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Alan H. Schulman
- HiLIFE Institute of Biotechnology and Viikki Plant Science Centre (ViPS), University of Helsinki, Helsinki, Finland
- Production Systems, Natural Resources Institute Finland (LUKE), Helsinki, Finland
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Gao G, Yan L, Cai Y, Guo Y, Jiang C, He Q, Tasnim S, Feng Z, Liu J, Zhang J, Komatsuda T, Mascher M, Yang P. Most Tibetan weedy barleys originated via recombination between Btr1 and Btr2 in domesticated barley. PLANT COMMUNICATIONS 2024; 5:100828. [PMID: 38297838 PMCID: PMC11121735 DOI: 10.1016/j.xplc.2024.100828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 02/02/2024]
Abstract
Tibetan weedy barleys reside at the edges of qingke (hulless barley) fields in Tibet (Xizang). The spikes of these weedy barleys contain or lack a brittle rachis, with either two- or six-rowed spikes and either hulled or hulless grains at maturity. Although the brittle rachis trait of Tibetan weedy barleys is similar to that of wild barley (Hordeum vulgare ssp. spontaneum Thell.), these plants share genetic similarity with domesticated barley. The origin of Tibetan weedy barleys continues to be debated. Here, we show that most Tibetan weedy barleys originated from cross-pollinated hybridization of domesticated barleys, followed by hybrid self-pollination and recombination between Non-brittle rachis 1 (btr1) and 2 (btr2). We discovered the specific genetic ancestry of these weedy barleys in South Asian accessions. Tibetan weedy barleys exhibit lower genetic diversity than wild and Chinese landraces/cultivars and share a close relationship with qingke, genetically differing from typical eastern and western barley populations. We classified Tibetan weedy barleys into two groups, brittle rachis (BR) and non-brittle rachis (NBR); these traits align with the haplotypes of the btr1 and btr2 genes. Whereas wild barleys carry haplotype combinations of Btr1 and Btr2, each showing lower proportions in a population, the recombinant haplotype BTR2H8+BTR1H24 is predominant in the BR group. Haplotype block analysis based on whole-genome sequencing revealed two recombination breakpoints, which are present in 80.6% and 16.8% of BR accessions according to marker-assisted analysis. Hybridization events between wild and domesticated barley were rarely detected. These findings support the notion that Tibetan weedy barleys originated via recombination between Btr1 and Btr2 in domesticated barley.
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Affiliation(s)
- Guangqi Gao
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Luxi Yan
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China; College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China
| | - Yu Cai
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China; College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China
| | - Yu Guo
- Leibniz Institute of Plant Genetics and Crop Plant Research, 06466 Seeland, Germany
| | - Congcong Jiang
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Qiang He
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Sarah Tasnim
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Zongyun Feng
- College of Agronomy, Sichuan Agricultural University, Chengdu 611130, China
| | - Jun Liu
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Jing Zhang
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Takao Komatsuda
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research, 06466 Seeland, Germany
| | - Ping Yang
- State Key Laboratory of Crop Gene Resources and Breeding/Key Laboratory of Grain Crop Genetic Resources Evaluation and Utilization (MARA)/Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
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Liu X, Jones M. The southerly spread of Chinese millets in prehistory, and its consequences for economy and health. Sci Bull (Beijing) 2024; 69:856-858. [PMID: 38395649 DOI: 10.1016/j.scib.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Affiliation(s)
- Xinyi Liu
- Department of Anthropology, Washington University in St. Louis, St. Louis MO 63130, USA.
| | - Martin Jones
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge CB2 3DZ, UK.
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Chen N, Zhang Z, Hou J, Chen J, Gao X, Tang L, Wangdue S, Zhang X, Sinding MHS, Liu X, Han J, Lü H, Lei C, Marshall F, Liu X. Evidence for early domestic yak, taurine cattle, and their hybrids on the Tibetan Plateau. SCIENCE ADVANCES 2023; 9:eadi6857. [PMID: 38091398 PMCID: PMC10848728 DOI: 10.1126/sciadv.adi6857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 11/07/2023] [Indexed: 12/18/2023]
Abstract
Domestic yak, cattle, and their hybrids are fundamental to herder survival at high altitudes on the Tibetan Plateau. However, little is known about their history. Bos remains are uncommon in this region, and ancient domestic yak have not been securely identified. To identify Bos taxa and investigate their initial management, we conducted zooarchaeological analyses of 193 Bos specimens and sequenced five nuclear genomes from recently excavated assemblages at Bangga. Morphological data indicated that more cattle than yak were present. Ancient mitochondrial DNA and nuclear genome sequences identified taurine cattle and provided evidence for domestic yak and yak-cattle hybridization ~2500 years ago. Reliance on diverse Bos species and their hybrid has increased cattle adaptation and herder resilience to plateau conditions. Ancient cattle and yak at Bangga were closely related to contemporary livestock, indicating early herder legacies and the continuity of cattle and yak husbandry on the Tibetan Plateau.
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Affiliation(s)
- Ningbo Chen
- Key Laboratory of Animal Genetics Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, P. R. China
| | - Zhengwei Zhang
- Center for Archaeological Science, Sichuan University, Chengdu 610065, P. R. China
| | - Jiawen Hou
- Key Laboratory of Animal Genetics Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, P. R. China
| | - Jialei Chen
- Key Laboratory of Animal Genetics Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, P. R. China
| | - Xuan Gao
- Center for Archaeological Science, Sichuan University, Chengdu 610065, P. R. China
| | - Li Tang
- Department of Archaeology, Max Planck Institute of Geoanthropology, Jena 07745, Germany
- Domestication and Anthropogenic Evolution Research Group, Max Planck Institute of Geoanthropology, Jena 07745, Germany
| | - Shargan Wangdue
- Institute for Conservation and Research of Cultural Relics of Tibet Autonomous Region, Lhasa 850000, China
| | - Xiaoming Zhang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences (CAS), Kunming 650201, P. R. China
| | - Mikkel-Holger S. Sinding
- Section for Computational and RNA Biology, Department of Biology, University of Copenhagen, Copenhagen DK-1350, Denmark
| | - Xuexue Liu
- National Germplasm Centre of Domestic Animal Resources, Institute of Animal Science, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100193, P. R. China
- Centre for Anthropobiology and Genomics of Toulouse, CNRS UMR 5288, Université de Toulouse, Université Paul Sabatier, Toulouse 31000, France
| | - Jianlin Han
- Yazhouwan National Laboratory, Sanya 572024, P. R. China
- CAAS-ILRI Joint Laboratory on Livestock and Forage Genetic Resources, Institute of Animal Science, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100193, P. R. China
| | - Hongliang Lü
- Center for Archaeological Science, Sichuan University, Chengdu 610065, P. R. China
| | - Chuzhao Lei
- Key Laboratory of Animal Genetics Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, P. R. China
| | - Fiona Marshall
- Department of Anthropology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Xinyi Liu
- Department of Anthropology, Washington University in St. Louis, St. Louis, MO 63130, USA
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Yoon YE, Cho JY, Kim YN, Kantharaj V, Lee KA, Seo WD, Lee YB. Variation of Saponarin Content in Barley Sprouts ( Hordeum vulgare L.) by Natural Light Shielding: Implication of the Importance of Light Intensity. ACS OMEGA 2023; 8:35837-35844. [PMID: 37810714 PMCID: PMC10552494 DOI: 10.1021/acsomega.3c03458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 09/12/2023] [Indexed: 10/10/2023]
Abstract
Saponarin is a functional metabolite produced by barley sprouts, and the mass production of saponarin by this crop is attractive for dietary supplement manufacturing. Light is the most important environmental factor determining plant growth, survival, and the production of secondary metabolites including flavonoids. This study was conducted to investigate the importance of light intensity for saponarin production in barley sprouts using a hydroponic growth system. Light intensity was manipulated by using shielding treatments to 100, 80, 70, and 50% natural sunlight (NS), and crop cultivation was performed on a monthly cycle. We found that the growth rate and biomass of barley sprouts did not differ in response to the shield treatments, whereas the saponarin content did. The highest saponarin content (i.e., from 1329 to 1673 mg 100 g-1) was observed in the 100% NS treatment, and it gradually decreased as light intensity also decreased. Statistical analysis revealed a significant polynomial relationship of saponarin content with cumulative PPFD (R2 = 76%), implying that the absolute total amount of light exposure over the growth period has a large effect on saponarin productivity in a hydroponic facility. Taken together, our results showed that shielding conditions, which are often unintentionally created by the design of cultivation facilities, can adversely affect saponarin production in barley sprouts. In addition, it was confirmed through our findings that light conditions with at least 70% NS in the cultivation facility enable the production of an amount corresponding to the saponarin content of the sprouts (>1000 mg 100 g-1) produced in the open field. Further studies are needed to investigate the underlying physiological and molecular mechanisms responsible for the relationship of saponarin content with light quantity and quality in barley sprouts.
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Affiliation(s)
- Young-Eun Yoon
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Ju Young Cho
- Division of Applied Life Science (BK21), Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Young-Nam Kim
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Republic of Korea
- Division of Applied Life Science (BK21), Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Vimalraj Kantharaj
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Keum-Ah Lee
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Woo Duck Seo
- Division of Crop Foundation, National Institute of Crop Science, Rural Development Administration, Wanju 55365, Republic of Korea
| | - Yong Bok Lee
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Republic of Korea
- Division of Applied Life Science (BK21), Gyeongsang National University, Jinju 52828, Republic of Korea
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Tanaka K, Sugiyama M, Shigita G, Murakami R, Duong TT, Aierken Y, Artemyeva AM, Mamypbelov Z, Ishikawa R, Nishida H, Kato K. Melon diversity on the Silk Road by molecular phylogenetic analysis in Kazakhstan melons. BREEDING SCIENCE 2023; 73:219-229. [PMID: 37404344 PMCID: PMC10316308 DOI: 10.1270/jsbbs.22030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 01/16/2023] [Indexed: 07/06/2023]
Abstract
To uncover population structure, phylogenetic relationship, and diversity in melons along the famous Silk Road, a seed size measurement and a phylogenetic analysis using five chloroplast genome markers, 17 RAPD markers and 11 SSR markers were conducted for 87 Kazakh melon accessions with reference accessions. Kazakh melon accessions had large seed with exception of two accessions of weedy melon, Group Agrestis, and consisted of three cytoplasm types, of which Ib-1/-2 and Ib-3 were dominant in Kazakhstan and nearby areas such as northwestern China, Central Asia and Russia. Molecular phylogeny showed that two unique genetic groups, STIa-2 with Ib-1/-2 cytoplasm and STIa-1 with Ib-3 cytoplasm, and one admixed group, STIAD combined with STIa and STIb, were prevalent across all Kazakh melon groups. STIAD melons that phylogenetically overlapped with STIa-1 and STIa-2 melons were frequent in the eastern Silk Road region, including Kazakhstan. Evidently, a small population contributed to melon development and variation in the eastern Silk Road. Conscious preservation of fruit traits specific to Kazakh melon groups is thought to play a role in the conservation of Kazakh melon genetic variation during melon production, where hybrid progenies were generated through open pollination.
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Affiliation(s)
- Katsunori Tanaka
- Faculty of Agriculture and Life Science, Hirosaki University, 3 Bunkyo, Hirosaki, Aomori 036-8561, Japan
| | - Mitsuhiro Sugiyama
- Institute of Vegetable and Floriculture Science, National Agriculture and Food Research Organization (NARO), 360 Kusawa, Ano, Tsu, Mie 514-2392, Japan
| | - Gentaro Shigita
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima Naka, Kita-ku, Okayama, Okayama 700-8530, Japan
| | - Ryoma Murakami
- Faculty of Agriculture and Life Science, Hirosaki University, 3 Bunkyo, Hirosaki, Aomori 036-8561, Japan
| | - Thanh-Thuy Duong
- Faculty of Agronomy, University of Agriculture and Forestry, Hue University, 102 Phung Hung Street, Hue City, Vietnam
| | - Yasheng Aierken
- Center for Hami Melon, Xinjiang Academy of Agricultural Sciences, Urumqi 830091, China
| | - Anna M Artemyeva
- All-Russian Institute of Plant Genetic Resources on the name of N.I.Vavilov (VIR), 42-44 Bolshaya Morskaya Street, Saint Petersburg 190000, Russian Federation
| | - Zharas Mamypbelov
- Kazakhstan Research Institute of Potato and Vegetable Growing LLC, 1 Nauryz Street, Karasay, Almaty 040917, Kazakhstan
| | - Ryuji Ishikawa
- Faculty of Agriculture and Life Science, Hirosaki University, 3 Bunkyo, Hirosaki, Aomori 036-8561, Japan
| | - Hidetaka Nishida
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima Naka, Kita-ku, Okayama, Okayama 700-8530, Japan
| | - Kenji Kato
- Graduate School of Environmental and Life Science, Okayama University, 1-1-1 Tsushima Naka, Kita-ku, Okayama, Okayama 700-8530, Japan
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Wang F, Li S, Kong F, Lin X, Lu S. Altered regulation of flowering expands growth ranges and maximizes yields in major crops. FRONTIERS IN PLANT SCIENCE 2023; 14:1094411. [PMID: 36743503 PMCID: PMC9892950 DOI: 10.3389/fpls.2023.1094411] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/04/2023] [Indexed: 06/14/2023]
Abstract
Flowering time influences reproductive success in plants and has a significant impact on yield in grain crops. Flowering time is regulated by a variety of environmental factors, with daylength often playing an important role. Crops can be categorized into different types according to their photoperiod requirements for flowering. For instance, long-day crops include wheat (Triticum aestivum), barley (Hordeum vulgare), and pea (Pisum sativum), while short-day crops include rice (Oryza sativa), soybean (Glycine max), and maize (Zea mays). Understanding the molecular regulation of flowering and genotypic variation therein is important for molecular breeding and crop improvement. This paper reviews the regulation of flowering in different crop species with a particular focus on how photoperiod-related genes facilitate adaptation to local environments.
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Affiliation(s)
| | | | | | - Xiaoya Lin
- *Correspondence: Xiaoya Lin, ; Sijia Lu,
| | - Sijia Lu
- *Correspondence: Xiaoya Lin, ; Sijia Lu,
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Jeanty A, Bouby L, Bonhomme V, Balfourier F, Debiton C, Dham C, Ivorra S, Ros J, Evin A. Barley systematics and taxonomy foreseen by seed morphometric variation. PLoS One 2023; 18:e0285195. [PMID: 37195931 DOI: 10.1371/journal.pone.0285195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 04/17/2023] [Indexed: 05/19/2023] Open
Abstract
Since its Neolithic domestication in the Fertile Crescent, barley has spread to all continents and represents a major cereal in many modern agrarian systems. Current barley diversity includes thousands of varieties divided into four main categories corresponding to 2-row and 6-row subspecies and naked and hulled types, each of them with winter and spring varieties. This diversity is associated to different uses and allow cultivation in diverse environments. We used a large dataset of 58 varieties of French origin, (1) to assess the taxonomic signal in barley grain measurements comparing 2-row and 6-row subspecies, and naked and hulled types; (2) to test the impact of the sowing period and interannual variation on the grains size and shape; (3) to investigate the existence of morphological differences between winter and spring types; and finally (4) to contrast the relationship between the morphometric and genetic proximity. Size and shape of 1980 modern barley caryopses were quantified through elliptic Fourier Transforms and traditional size measurements. Our results indicate that barley grains record morphological diversity of the ear (89.3% classification accuracy between 2-row/6-row subspecies; 85.2% between hulled and naked type), sowing time of the grains (from 65.6% to 73.3% within barley groups), and environmental conditions during its cultivation and varietal diversity. This study opens perspectives for studying archaeological barley seeds and tracing the barley diversity and evolution since the Neolithic.
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Affiliation(s)
- Angèle Jeanty
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
| | - Laurent Bouby
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
| | - Vincent Bonhomme
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
- Athéna, Lacamp, Roquedur, France
| | | | | | - Camille Dham
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
| | - Sarah Ivorra
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
| | - Jérôme Ros
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
| | - Allowen Evin
- ISEM, CNRS, EPHE, IRD, Univ Montpellier, Montpellier, France
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Exome-wide variation in a diverse barley panel reveals genetic associations with ten agronomic traits in Eastern landraces. J Genet Genomics 2022; 50:241-252. [PMID: 36566016 DOI: 10.1016/j.jgg.2022.12.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/08/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022]
Abstract
Barley (Hordeum vulgare ssp. vulgare) was one of the first crops to be domesticated and is adapted to a wide range of environments. Worldwide barley germplasm collections possess valuable allelic variations that could further improve barley productivity. Although barley genomics has offered a global picture of allelic variation among varieties and its association with various agronomic traits, polymorphisms from East Asian varieties remain scarce. In this study, we analyzed exome polymorphisms in a panel of 274 barley varieties collected worldwide, including 137 varieties from East Asian countries and Ethiopia. We revealed the underlying population structure and conducted genome-wide association studies for ten agronomic traits. Moreover, we examined genome-wide associations for traits related to grain size such as awn length and glume length. Our results demonstrate the value of diverse barley germplasm panels containing Eastern varieties, highlighting their distinct genomic signatures relative to Western subpopulations.
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Motuzaite Matuzeviciute G, van Unen M, Karaliute R, Tabaldiev K. The resilience of pioneer crops in the highlands of Central Asia: Archaeobotanical investigation at the Chap II site in Kyrgyzstan. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.934340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
This paper presents archaeobotanical research results from an occupation horizon of the Chap II site left by the earliest known farming community in the Central Tien Shan mountains in the current territory of Kyrgyzstan. The archaeobotanical samples were recovered from well-defined contexts in domestic waste pits, house floors, fireplaces, and an oven, all of which date to a narrow period of occupation between 2474 and 2162 cal BCE (based on n-14 AMS dates). The archaeobotanical assemblage is dominated by the SW package crops of bread wheat and naked barley. Those are the only species to have progressed further east across the mountain ranges of Central Asia during the earliest wave of crop dispersal. However, other species in small quantities were also identified at the Chap II site, such as T. durum/turgidum and T. carthlicum, possibly glume wheats and hulled barley. Here, we argue that the dominant compact morphotypes seen only in bread wheat and naked barley caryopses hint toward a selection for the specific adaptive traits of cultigens that enabled successful agriculture in high-altitude ecogeographies. Large variations in cereal caryopses size possibly indicate that crops endured stress (e.g., insufficient nutrients, water, or other) during plant development. More research is needed for a better understanding of the developmental plasticity between different crop species and the formation of unique landraces in diverse environmental niches in the past.
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Dal Martello R. The origins of multi-cropping agriculture in Southwestern China: Archaeobotanical insights from third to first millennium B.C. Yunnan. ASIAN ARCHAEOLOGY 2022; 6:65-85. [PMID: 35971515 PMCID: PMC9373101 DOI: 10.1007/s41826-022-00052-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 04/26/2022] [Indexed: 11/18/2022]
Abstract
Yunnan’s location at the crossroad of temperate China, Northeast India and tropical mainland Southeast Asia makes it a pivotal area for the understanding of early cultural contacts and agricultural spread between these ecologically diverse regions. This paper evaluates current evidence relating to the emergence of the first agricultural systems in Yunnan. It also reviews previous theories on agricultural dispersal to Yunnan, including whether Austroasiatic speakers were responsible for the spread of rice from Yunnan to mainland Southeast Asia, and builds a new framework that allows to tie agricultural development in the region into broader patterns of early migration and exchange networks. Archaeobotanical remains attest to an initial spread of rice and millet from Central China into Yunnan in the third millennium B.C. and the establishment of a mixed-crop economy; the introduction of wheat and barley in the second millennium B.C. allowed for increased diversification of the agricultural system, with a two-season intensification trend in the late first millennium B.C. Differences in early rice cultivation ecologies between Yunnan and mainland Southeast Asia suggest that Yunnan rice farmers may not have had a primary role in the southern dispersal of rice, however, more data is needed to fully clarify the source and development of dryland cultivation of rice in mainland Southeast Asia.
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Affiliation(s)
- Rita Dal Martello
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, 07745 Jena, Germany
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Jones MK, Lister DL. The Domestication of the Seasons: The Exploitation of Variations in Crop Seasonality Responses by Later Prehistoric Farmers. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.907536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Discussions of domestication and its associated genetic traits has focused upon dispersal mechanisms, for example in the rachis structure of cereals. Here we consider another trait of importance to domesticated crops – their seasonality response. We particularly consider flowering response to changing daylength, and how that relates to domesticated species that are carried by farmers considerable distances from their regions of origin. We consider the implications of cultivating crops in regions whose seasonality patterns contrast with those of the crop’s region of origin, and consider the consequent genetic changes. Reference is made to the particular case of barley, and a discussion of archaeogenetic research into its photoperiod response mechanism is provided.
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13
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Landscape and Settlement over 4 Millennia on the South Side of Lake Issyk Kul, Kyrgyzstan: Preliminary Results of Survey Research in 2019–2021. LAND 2022. [DOI: 10.3390/land11040456] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
This paper discusses the preliminary results of archaeological surveys conducted in the Juuku Region of north-central Kyrgyzstan on the south side of Lake Issyk-Kul. Our goal was to document ancient and contemporary agropastoral systems over a four-millennia period. During the surveys, about 350 loci were identified as settlements, burial mounds, graves, single artifact finds, and artifact scatters (ceramic). The areas of Juuku Valley surveyed included two discrete polygons: Polygon 1, Lower Juuku at 1750 to 1950 m asl in elevation and Polygon 2, Chak Juuku or Upper Eastern Branch Juuku Valley at 2060 to 2100 m asl in elevation. Three radiometric dates and preliminary archaeobotanical studies were conducted at three exposed profile cuts. The methods included here are: (1) pedestrian surveys; (2) use of digital maps (Google Earth, Nakarte); (3) placing archaeological loci within known chronological time periods; (4) AMS dating of charcoal samples collected from profile deposits; and (5) preliminary identification of plant remains found from archaeobotanical samples. The results of our research represent the first step toward inventorying and interpreting archaeological data in the Juuku Valley derived from field studies.
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14
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Almerekova S, Genievskaya Y, Abugalieva S, Sato K, Turuspekov Y. Population Structure and Genetic Diversity of Two-Rowed Barley Accessions from Kazakhstan Based on SNP Genotyping Data. PLANTS 2021; 10:plants10102025. [PMID: 34685834 PMCID: PMC8540147 DOI: 10.3390/plants10102025] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 09/17/2021] [Accepted: 09/24/2021] [Indexed: 12/22/2022]
Abstract
The genetic relationship and population structure of two-rowed barley accessions from Kazakhstan were assessed using single-nucleotide polymorphism (SNP) markers. Two different approaches were employed in the analysis: (1) the accessions from Kazakhstan were compared with barley samples from six different regions around the world using 1955 polymorphic SNPs, and (2) 94 accessions collected from six breeding programs from Kazakhstan were studied using 5636 polymorphic SNPs using a 9K Illumina Infinium assay. In the first approach, the neighbor-joining tree showed that the majority of the accessions from Kazakhstan were grouped in a separate subcluster with a common ancestral node; there was a sister subcluster that comprised mainly barley samples that originated in Europe. The Pearson’s correlation analysis suggested that Kazakh accessions were genetically close to samples from Africa and Europe. In the second approach, the application of the STRUCTURE package using 5636 polymorphic SNPs suggested that Kazakh barley samples consisted of five subclusters in three major clusters. The principal coordinate analysis plot showed that, among six breeding origins in Kazakhstan, the Krasnovodopad (KV) and Karaganda (KA) samples were the most distant groups. The assessment of the pedigrees in the KV and KA samples showed that the hybridization schemes in these breeding stations heavily used accessions from Ethiopia and Ukraine, respectively. The comparative analysis of the KV and KA samples allowed us to identify 214 SNPs with opposite allele frequencies that were tightly linked to 60 genes/gene blocks associated with plant adaptation traits, such as the heading date and plant height. The identified SNP markers can be efficiently used in studies of barley adaptation and deployed in breeding projects to develop new competitive cultivars.
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Affiliation(s)
- Shyryn Almerekova
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (S.A.); (Y.G.); (S.A.)
- Faculty of Biology and Biotechnology, al-Farabi Kazakh National University, Almaty 050038, Kazakhstan
| | - Yuliya Genievskaya
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (S.A.); (Y.G.); (S.A.)
- Faculty of Biology and Biotechnology, al-Farabi Kazakh National University, Almaty 050038, Kazakhstan
| | - Saule Abugalieva
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (S.A.); (Y.G.); (S.A.)
- Faculty of Biology and Biotechnology, al-Farabi Kazakh National University, Almaty 050038, Kazakhstan
| | - Kazuhiro Sato
- Institute of Plant Science and Resources, Okayama University, Kurashiki 710-0046, Japan;
| | - Yerlan Turuspekov
- Laboratory of Molecular Genetics, Institute of Plant Biology and Biotechnology, Almaty 050040, Kazakhstan; (S.A.); (Y.G.); (S.A.)
- Faculty of Biology and Biotechnology, al-Farabi Kazakh National University, Almaty 050038, Kazakhstan
- Correspondence:
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15
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Bahmani M, O’Lone CE, Juhász A, Nye-Wood M, Dunn H, Edwards IB, Colgrave ML. Application of Mass Spectrometry-Based Proteomics to Barley Research. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:8591-8609. [PMID: 34319719 PMCID: PMC8389776 DOI: 10.1021/acs.jafc.1c01871] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Barley (Hordeum vulgare) is the fourth most cultivated crop in the world in terms of production volume, and it is also the most important raw material of the malting and brewing industries. Barley belongs to the grass (Poaceae) family and plays an important role in food security and food safety for both humans and livestock. With the global population set to reach 9.7 billion by 2050, but with less available and/or suitable land for agriculture, the use of biotechnology tools in breeding programs are of considerable importance in the quest to meet the growing food gap. Proteomics as a member of the "omics" technologies has become popular for the investigation of proteins in cereal crops and particularly barley and its related products such as malt and beer. This technology has been applied to study how proteins in barley respond to adverse environmental conditions including abiotic and/or biotic stresses, how they are impacted during food processing including malting and brewing, and the presence of proteins implicated in celiac disease. Moreover, proteomics can be used in the future to inform breeding programs that aim to enhance the nutritional value and broaden the application of this crop in new food and beverage products. Mass spectrometry analysis is a valuable tool that, along with genomics and transcriptomics, can inform plant breeding strategies that aim to produce superior barley varieties. In this review, recent studies employing both qualitative and quantitative mass spectrometry approaches are explored with a focus on their application in cultivation, manufacturing, processing, quality, and the safety of barley and its related products.
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Affiliation(s)
- Mahya Bahmani
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Clare E. O’Lone
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Angéla Juhász
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Mitchell Nye-Wood
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Hugh Dunn
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Ian B. Edwards
- Edstar
Genetics Pty Ltd, SABC - Loneragan Building, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia
| | - Michelle L. Colgrave
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
- CSIRO
Agriculture and Food, 306 Carmody Road, St. Lucia, Queensland 4067, Australia
- Phone: +61-7-3214-2697. . Fax: +61-7-3214-2900
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16
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McAlvay AC, Ragsdale AP, Mabry ME, Qi X, Bird KA, Velasco P, An H, Pires JC, Emshwiller E. Brassica rapa Domestication: Untangling Wild and Feral Forms and Convergence of Crop Morphotypes. Mol Biol Evol 2021; 38:3358-3372. [PMID: 33930151 PMCID: PMC8321528 DOI: 10.1093/molbev/msab108] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
The study of domestication contributes to our knowledge of evolution and crop genetic resources. Human selection has shaped wild Brassica rapa into diverse turnip, leafy, and oilseed crops. Despite its worldwide economic importance and potential as a model for understanding diversification under domestication, insights into the number of domestication events and initial crop(s) domesticated in B. rapa have been limited due to a lack of clarity about the wild or feral status of conspecific noncrop relatives. To address this gap and reconstruct the domestication history of B. rapa, we analyzed 68,468 genotyping-by-sequencing-derived single nucleotide polymorphisms for 416 samples in the largest diversity panel of domesticated and weedy B. rapa to date. To further understand the center of origin, we modeled the potential range of wild B. rapa during the mid-Holocene. Our analyses of genetic diversity across B. rapa morphotypes suggest that noncrop samples from the Caucasus, Siberia, and Italy may be truly wild, whereas those occurring in the Americas and much of Europe are feral. Clustering, tree-based analyses, and parameterized demographic inference further indicate that turnips were likely the first crop type domesticated, from which leafy types in East Asia and Europe were selected from distinct lineages. These findings clarify the domestication history and nature of wild crop genetic resources for B. rapa, which provides the first step toward investigating cases of possible parallel selection, the domestication and feralization syndrome, and novel germplasm for Brassica crop improvement.
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Affiliation(s)
- Alex C McAlvay
- Institute of Economic Botany, New York Botanical Garden, The Bronx, New York, NY, USA
- Department of Botany, University of Wisconsin-Madison, Madison, WI, USA
| | - Aaron P Ragsdale
- McGill Genome Center and Department of Human Genetics, McGill University, Montreal, Canada; Unit of Advanced Genomics, LANGEBIO, Irapuato, Mexico
| | - Makenzie E Mabry
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
- Florida Museum of Natural History, Gainesville, FL, USA
| | - Xinshuai Qi
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Kevin A Bird
- Ecology, Evolutionary Biology, and Behavior and Department of Horticulture, Michigan State University, East Lansing, MI, USA
| | | | - Hong An
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - J Chris Pires
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - Eve Emshwiller
- Department of Botany, University of Wisconsin-Madison, Madison, WI, USA
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17
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de Vareilles A, Pelling R, Woodbridge J, Fyfe R. Archaeology and agriculture: plants, people, and past land-use. Trends Ecol Evol 2021; 36:943-954. [PMID: 34210535 DOI: 10.1016/j.tree.2021.06.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 05/27/2021] [Accepted: 06/03/2021] [Indexed: 11/29/2022]
Abstract
As a specialised branch of archaeology requiring specific field and laboratory methodologies, the contributions of archaeobotany have often been overlooked by the ecological research community. Developments in the fields of botany, chemistry, and ancient DNA analyses have greatly increased the potential for archaeobotany to contribute to topical questions relating to the Anthropocene and landscape transformations. We review the role of archaeobotany in identifying and describing past arable land use. Analytical techniques are illustrated with examples at both local and regional scales, demonstrating how archaeobotany can provide unique details of the wide array of past subsistence and land-use strategies. These data and their potential should be better recognised as important information that could underpin models seeking to evaluate or predict the effects of socioenvironmental interactions.
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Affiliation(s)
- Anne de Vareilles
- Historic England, Fort Cumberland, Fort Cumberland Road, Portsmouth P04 9LD, UK.
| | - Ruth Pelling
- Historic England, Fort Cumberland, Fort Cumberland Road, Portsmouth P04 9LD, UK
| | - Jessie Woodbridge
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - Ralph Fyfe
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
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18
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Motuzaite Matuzeviciute G, Mir-Makhamad B, Spengler RN. Interpreting Diachronic Size Variation in Prehistoric Central Asian Cereal Grains. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.633634] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The morphology of ancient cereal grains in Central Asia has been heavily discussed as an indicator of specific genetic variants, which are often linked to cultural factors or distinct routes of dispersal. In this paper, we present the largest currently existing database of barley (n= 631) and wheat (n= 349) measurements from Central Asia, obtained from two different periods at the Chap site (ca. 3,500 to 1,000 BC), located in the Tien Shan Mountains of Kyrgyzstan at 2,000 masl. The site is situated at the highest elevation ecocline for successful cereal cultivation and is, therefore, highly susceptible to minor climatic fluctuations that could force gradients up or down in the foothills. We contrast the Chap data with measurements from other second and first millennia BC sites in the region. An evident increase in average size over time is likely due to the evolution of larger grains or the introduction of larger variants from elsewhere. Additionally, site- or region-specific variation is noted, and we discuss potential influences for the formation of genetic varieties, including possible pleiotropic linkages and/or developmental responses to external factors, such as environmental fluctuations, climate, irrigation inputs, soil nutrients, pathologies, and seasonality. External factors acting on developmental or acclamatory responses in plants can be either natural or cultural. We argue that the study of long-term changes in grain morphology on the edges of crop-growing ranges can be informative regarding cultural and environmental constraints in the past.
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19
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Dal Martello R, Li X, Fuller DQ. Two-season agriculture and irrigated rice during the Dian: radiocarbon dates and archaeobotanical remains from Dayingzhuang, Yunnan, Southwest China. ARCHAEOLOGICAL AND ANTHROPOLOGICAL SCIENCES 2021; 13:62. [PMID: 33786071 PMCID: PMC7956011 DOI: 10.1007/s12520-020-01268-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 12/17/2020] [Indexed: 05/25/2023]
Abstract
UNLABELLED Historical sources describe irrigation and intensive agriculture being practiced in lowland Yunnan from at least the first century AD, but so far archaeobotanical remains allowing investigation of this issue have been scarce. Here, we present new archaeobotanical evidence, including macro-botanical and phytoliths results, from the Dian settlement site of Dayingzhuang, with direct AMS radiocarbon dates on two wheat grains falling between 750 and 390 BC. We compare these results with contemporary Dian sites and analyse the agricultural systems in Central Yunnan between the eight and fourth centuries BC. We propose that agriculture was intensified toward the end of the Dian through both multiple cropping seasons and increased evidence for irrigated rice fields. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s12520-020-01268-y.
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Affiliation(s)
- Rita Dal Martello
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, 07745 Jena, Germany
| | - Xiaorui Li
- Yunnan Province Institute of Cultural Relics and Archaeology, Kunming, 650118 China
| | - Dorian Q. Fuller
- Department of Archaeology, Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, 07745 Jena, Germany
- Institute of Archaeology, University College London, 31-34 Gordon Square, London, WC1H 0PY UK
- School of Cultural Heritage, Northwest University, Xi’an, 710069 China
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20
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Liber M, Duarte I, Maia AT, Oliveira HR. The History of Lentil ( Lens culinaris subsp. culinaris) Domestication and Spread as Revealed by Genotyping-by-Sequencing of Wild and Landrace Accessions. FRONTIERS IN PLANT SCIENCE 2021; 12:628439. [PMID: 33841458 PMCID: PMC8030269 DOI: 10.3389/fpls.2021.628439] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 02/15/2021] [Indexed: 05/06/2023]
Abstract
Protein-rich legumes accompanied carbohydrate-rich cereals since the beginning of agriculture and yet their domestication history is not as well understood. Lentil (Lens culinaris Medik. subsp. culinaris) was first cultivated in Southwest Asia (SWA) 8000-10,000 years ago but archeological evidence is unclear as to how many times it may have been independently domesticated, in which SWA region(s) this may have happened, and whether wild species within the Lens genus have contributed to the cultivated gene pool. In this study, we combined genotyping-by-sequencing (GBS) of 190 accessions from wild (67) and domesticated (123) lentils from the Old World with archeological information to explore the evolutionary history, domestication, and diffusion of lentils to different environments. GBS led to the discovery of 87,647 single-nucleotide polymorphisms (SNPs), which allowed us to infer the phylogeny of genus Lens. We confirmed previous studies proposing four groups within it. The only gene flow detected was between cultivated varieties and their progenitor (L. culinaris subsp. orientalis) albeit at very low levels. Nevertheless, a few putative hybrids or naturalized cultivars were identified. Within cultivated lentil, we found three geographic groups. Phylogenetics, population structure, and archeological data coincide in a scenario of protracted domestication of lentils, with two domesticated gene pools emerging in SWA. Admixed varieties are found throughout their range, suggesting a relaxed selection process. A small number of alleles involved in domestication and adaptation to climatic variables were identified. Both novel mutation and selection on standing variation are presumed to have played a role in adaptation of lentils to different environments. The results presented have implications for understanding the process of plant domestication (past), the distribution of genetic diversity in germplasm collections (present), and targeting genes in breeding programs (future).
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Affiliation(s)
- Marta Liber
- Interdisciplinary Center for Archaeology and Evolution of Human Behavior (ICArEHB), Universidade do Algarve, Faro, Portugal
- Department of Biomedical Sciences and Medicine (DCBM), Universidade do Algarve, Faro, Portugal
- Centre for Biomedical Research (CBMR), Universidade do Algarve, Faro, Portugal
| | - Isabel Duarte
- Centre for Biomedical Research (CBMR), Universidade do Algarve, Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve, Faro, Portugal
| | - Ana Teresa Maia
- Department of Biomedical Sciences and Medicine (DCBM), Universidade do Algarve, Faro, Portugal
- Centre for Biomedical Research (CBMR), Universidade do Algarve, Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve, Faro, Portugal
| | - Hugo R. Oliveira
- Interdisciplinary Center for Archaeology and Evolution of Human Behavior (ICArEHB), Universidade do Algarve, Faro, Portugal
- *Correspondence: Hugo R. Oliveira,
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21
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Cortinovis G, Di Vittori V, Bellucci E, Bitocchi E, Papa R. Adaptation to novel environments during crop diversification. CURRENT OPINION IN PLANT BIOLOGY 2020; 56:203-217. [PMID: 32057695 DOI: 10.1016/j.pbi.2019.12.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/19/2019] [Accepted: 12/21/2019] [Indexed: 06/10/2023]
Abstract
In the context of the global challenge of climate change, mitigation strategies are needed to adapt crops to novel environments. The main goal to address this is an understanding of the genetic basis of crop adaptation to different agro-ecological conditions. The movement of crops during the Colombian Exchange that started with the travels of Columbus in 1492 is an example of rapid adaptation to novel environments. Many diversification-related traits have been characterised in multiple crop species, and association-mapping analyses have identified loci involved in these. Here, we present an overview of current knowledge regarding the molecular basis related to the complex patterns of crop adaptation and dissemination, particularly outside their centres of origin. Investigation of the genomic basis of crop expansion offers a powerful contribution to the development of tools to identify and exploit valuable genetic diversity and to improve and design novel resilient crop varieties.
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Affiliation(s)
- Gaia Cortinovis
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Valerio Di Vittori
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Elisa Bellucci
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Elena Bitocchi
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
| | - Roberto Papa
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
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22
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Narasimhan VM, Patterson N, Moorjani P, Rohland N, Bernardos R, Mallick S, Lazaridis I, Nakatsuka N, Olalde I, Lipson M, Kim AM, Olivieri LM, Coppa A, Vidale M, Mallory J, Moiseyev V, Kitov E, Monge J, Adamski N, Alex N, Broomandkhoshbacht N, Candilio F, Callan K, Cheronet O, Culleton BJ, Ferry M, Fernandes D, Freilich S, Gamarra B, Gaudio D, Hajdinjak M, Harney É, Harper TK, Keating D, Lawson AM, Mah M, Mandl K, Michel M, Novak M, Oppenheimer J, Rai N, Sirak K, Slon V, Stewardson K, Zalzala F, Zhang Z, Akhatov G, Bagashev AN, Bagnera A, Baitanayev B, Bendezu-Sarmiento J, Bissembaev AA, Bonora GL, Chargynov TT, Chikisheva T, Dashkovskiy PK, Derevianko A, Dobeš M, Douka K, Dubova N, Duisengali MN, Enshin D, Epimakhov A, Fribus AV, Fuller D, Goryachev A, Gromov A, Grushin SP, Hanks B, Judd M, Kazizov E, Khokhlov A, Krygin AP, Kupriyanova E, Kuznetsov P, Luiselli D, Maksudov F, Mamedov AM, Mamirov TB, Meiklejohn C, Merrett DC, Micheli R, Mochalov O, Mustafokulov S, Nayak A, Pettener D, Potts R, Razhev D, Rykun M, Sarno S, Savenkova TM, Sikhymbaeva K, Slepchenko SM, Soltobaev OA, Stepanova N, Svyatko S, Tabaldiev K, Teschler-Nicola M, Tishkin AA, Tkachev VV, Vasilyev S, Velemínský P, Voyakin D, Yermolayeva A, Zahir M, Zubkov VS, Zubova A, Shinde VS, Lalueza-Fox C, Meyer M, Anthony D, Boivin N, Thangaraj K, Kennett DJ, Frachetti M, Pinhasi R, Reich D. The formation of human populations in South and Central Asia. Science 2019; 365:365/6457/eaat7487. [PMID: 31488661 DOI: 10.1126/science.aat7487] [Citation(s) in RCA: 251] [Impact Index Per Article: 50.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 02/19/2019] [Accepted: 07/30/2019] [Indexed: 12/12/2022]
Abstract
By sequencing 523 ancient humans, we show that the primary source of ancestry in modern South Asians is a prehistoric genetic gradient between people related to early hunter-gatherers of Iran and Southeast Asia. After the Indus Valley Civilization's decline, its people mixed with individuals in the southeast to form one of the two main ancestral populations of South Asia, whose direct descendants live in southern India. Simultaneously, they mixed with descendants of Steppe pastoralists who, starting around 4000 years ago, spread via Central Asia to form the other main ancestral population. The Steppe ancestry in South Asia has the same profile as that in Bronze Age Eastern Europe, tracking a movement of people that affected both regions and that likely spread the distinctive features shared between Indo-Iranian and Balto-Slavic languages.
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Affiliation(s)
| | - Nick Patterson
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA. .,Radcliffe Institute for Advanced Study, Harvard University, Cambridge, MA 02138, USA
| | - Priya Moorjani
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA.,Center for Computational Biology, University of California, Berkeley, CA 94720, USA
| | - Nadin Rohland
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Rebecca Bernardos
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Swapan Mallick
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Iosif Lazaridis
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Nathan Nakatsuka
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, MA 02115, USA
| | - Iñigo Olalde
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Mark Lipson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Alexander M Kim
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Department of Anthropology, Harvard University, Cambridge, MA 02138, USA
| | - Luca M Olivieri
- ISMEO - International Association of Mediterranean and Oriental Studies, Italian Archaeological Mission in Pakistan, 19200 Saidu Sharif (Swat), Pakistan
| | - Alfredo Coppa
- Department of Environmental Biology, Sapienza University, Rome 00185, Italy
| | - Massimo Vidale
- ISMEO - International Association of Mediterranean and Oriental Studies, Italian Archaeological Mission in Pakistan, 19200 Saidu Sharif (Swat), Pakistan.,Department of Cultural Heritage: Archaeology and History of Art, Cinema and Music, University of Padua, Padua 35139, Italy
| | - James Mallory
- School of Natural and Built Environment, Queen's University Belfast, Belfast BT7 1NN, Northern Ireland, UK
| | - Vyacheslav Moiseyev
- Peter the Great Museum of Anthropology and Ethnography (Kunstkamera), Russian Academy of Science, St. Petersburg 199034, Russia
| | - Egor Kitov
- Center of Physical Anthropology, Institute of Ethnology and Anthropology, Russian Academy of Sciences, Moscow 119991, Russia.,A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan.,Al-Farabi Kazakh National University, Almaty 050040, Kazakhstan
| | - Janet Monge
- University of Pennsylvania Museum of Archaeology and Anthropology, Philadelphia, PA 19104, USA
| | - Nicole Adamski
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Neel Alex
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, CA 94720, USA
| | - Nasreen Broomandkhoshbacht
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Francesca Candilio
- Earth Institute, University College Dublin, Dublin 4, Ireland.,Soprintendenza Archeologia, Belle Arti e Paesaggio per la Città Metropolitana di Cagliari e le Province di Oristano e Sud Sardegna, Cagliari 09124, Italy
| | - Kimberly Callan
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Olivia Cheronet
- Earth Institute, University College Dublin, Dublin 4, Ireland.,School of Archaeology, University College Dublin, Dublin 4, Ireland.,Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - Brendan J Culleton
- Institutes of Energy and the Environment, Pennsylvania State University, University Park, PA 16802, USA
| | - Matthew Ferry
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel Fernandes
- Earth Institute, University College Dublin, Dublin 4, Ireland.,School of Archaeology, University College Dublin, Dublin 4, Ireland.,Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria.,CIAS, Department of Life Sciences, University of Coimbra, Coimbra 3000-456, Portugal
| | - Suzanne Freilich
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - Beatriz Gamarra
- Earth Institute, University College Dublin, Dublin 4, Ireland.,School of Archaeology, University College Dublin, Dublin 4, Ireland.,Catalan Institute of Human Paleoecology and Social Evolution (IPHES), Tarragona 43007, Spain
| | - Daniel Gaudio
- Earth Institute, University College Dublin, Dublin 4, Ireland.,School of Archaeology, University College Dublin, Dublin 4, Ireland
| | - Mateja Hajdinjak
- Max Planck Institute for Evolutionary Anthropology, Leipzig 04103, Germany
| | - Éadaoin Harney
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA.,Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Thomas K Harper
- Department of Anthropology, Pennsylvania State University, University Park, PA 16802, USA
| | - Denise Keating
- Earth Institute, University College Dublin, Dublin 4, Ireland
| | - Ann Marie Lawson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Matthew Mah
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Kirsten Mandl
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - Megan Michel
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Mario Novak
- Earth Institute, University College Dublin, Dublin 4, Ireland.,Institute for Anthropological Research, Zagreb 10000, Croatia
| | - Jonas Oppenheimer
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Niraj Rai
- CSIR-Centre for Cellular and Molecular Biology, Hyderabad 500 007, India.,Birbal Sahni Institute of Palaeosciences, Lucknow 226007, India
| | - Kendra Sirak
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Earth Institute, University College Dublin, Dublin 4, Ireland.,Department of Anthropology, Emory University, Atlanta, GA 30322, USA
| | - Viviane Slon
- Max Planck Institute for Evolutionary Anthropology, Leipzig 04103, Germany
| | - Kristin Stewardson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Fatma Zalzala
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Zhao Zhang
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Gaziz Akhatov
- A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan
| | - Anatoly N Bagashev
- Tyumen Scientific Centre SB RAS, Institute of the Problems of Northern Development, Tyumen 625003, Russia
| | - Alessandra Bagnera
- ISMEO - International Association of Mediterranean and Oriental Studies, Italian Archaeological Mission in Pakistan, 19200 Saidu Sharif (Swat), Pakistan
| | | | - Julio Bendezu-Sarmiento
- CNRS-EXT500, Directeur de la Delegation Archaologique Francaise en Afghanistan (DAFA), Embassy of France in Kabul, Afghanistan
| | - Arman A Bissembaev
- A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan.,Aktobe Regional Historical Museum, Aktobe 030006, Kazakhstan
| | - Gian Luca Bonora
- Archaeology of Asia Department, ISMEO - International Association of Mediterranean and Oriental Studies, Rome RM00186, Italy
| | | | - Tatiana Chikisheva
- Institute of Archaeology and Ethnography, Siberian Branch, Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Petr K Dashkovskiy
- Department of Political History, National and State-Confessional Relations, Altai State University, Barnaul 656049, Russia
| | - Anatoly Derevianko
- Institute of Archaeology and Ethnography, Siberian Branch, Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Miroslav Dobeš
- Institute of Archaeology, Czech Academy of Sciences, Prague 118 01, Czech Republic
| | - Katerina Douka
- Department of Archaeology, Max Planck Institute for the Science of Human History, Jena 07745, Germany.,Oxford Radiocarbon Accelerator Unit, Research Laboratory for Archaeology and the History of Art, University of Oxford, Oxford OX1 3QY, UK
| | - Nadezhda Dubova
- Center of Physical Anthropology, Institute of Ethnology and Anthropology, Russian Academy of Sciences, Moscow 119991, Russia
| | | | - Dmitry Enshin
- Tyumen Scientific Centre SB RAS, Institute of the Problems of Northern Development, Tyumen 625003, Russia
| | - Andrey Epimakhov
- Institute of History and Archaeology, Ural Branch RAS, Yekaterinburg 620990, Russia.,South Ural State University, Chelyabinsk 454080, Russia
| | - Alexey V Fribus
- Department of Archaeology, Kemerovo State University, Kemerovo 650043, Russia
| | - Dorian Fuller
- Institute of Archaeology, University College London, London WC1H 0PY, UK.,School of Cultural Heritage, Northwest University, Shanxi, 710069, China
| | - Alexander Goryachev
- Tyumen Scientific Centre SB RAS, Institute of the Problems of Northern Development, Tyumen 625003, Russia
| | - Andrey Gromov
- Peter the Great Museum of Anthropology and Ethnography (Kunstkamera), Russian Academy of Science, St. Petersburg 199034, Russia
| | - Sergey P Grushin
- Department of Archaeology, Ethnography and Museology, Altai State University, Barnaul 656049, Russia
| | - Bryan Hanks
- Department of Anthropology, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Margaret Judd
- Department of Anthropology, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Erlan Kazizov
- A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan
| | - Aleksander Khokhlov
- Samara State University of Social Sciences and Education, Samara 443099, Russia
| | - Aleksander P Krygin
- West Kazakhstan Regional Center for History and Archaeology, Uralsk 090000, Kazakhstan
| | - Elena Kupriyanova
- Scientific and Educational Center of Study on the Problem of Nature and Man, Chelyabinsk State University, Chelyabinsk 454021, Russia
| | - Pavel Kuznetsov
- Samara State University of Social Sciences and Education, Samara 443099, Russia
| | - Donata Luiselli
- Department of Cultural Heritage, University of Bologna, 48121 Ravenna, Italy
| | - Farhod Maksudov
- Institute for Archaeological Research, Uzbekistan Academy of Sciences, Samarkand 140151, Uzbekistan
| | - Aslan M Mamedov
- Center for Research, Restoration and Protection of Historical and Cultural Heritage of Aktobe Region, Aktobe 030007, Kazakhstan
| | - Talgat B Mamirov
- A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan
| | | | - Deborah C Merrett
- Department of Archaeology, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Roberto Micheli
- ISMEO - International Association of Mediterranean and Oriental Studies, Italian Archaeological Mission in Pakistan, 19200 Saidu Sharif (Swat), Pakistan.,MiBAC - Ministero per i Beni e le Attività Culturali - Soprintendenza Archeologia, belle arti e paesaggio del Friuli Venezia Giulia, 34135 Trieste, Italy
| | - Oleg Mochalov
- Samara State University of Social Sciences and Education, Samara 443099, Russia
| | - Samariddin Mustafokulov
- Institute for Archaeological Research, Uzbekistan Academy of Sciences, Samarkand 140151, Uzbekistan.,Afrosiab Museum, Samarkand 140151, Uzbekistan
| | - Ayushi Nayak
- Department of Archaeology, Max Planck Institute for the Science of Human History, Jena 07745, Germany
| | - Davide Pettener
- Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Bologna 40126, Italy
| | - Richard Potts
- Human Origins Program, National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA
| | - Dmitry Razhev
- Tyumen Scientific Centre SB RAS, Institute of the Problems of Northern Development, Tyumen 625003, Russia
| | - Marina Rykun
- National Research Tomsk State University, Tomsk 634050, Russia
| | - Stefania Sarno
- Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum - University of Bologna, Bologna 40126, Italy
| | - Tatyana M Savenkova
- F. Voino-Yasenetsky Krasnoyarsk State Medical University, Krasnoyarsk 660022, Russia
| | - Kulyan Sikhymbaeva
- Central State Museum Republic of Kazakhstan, Samal-1 Microdistrict, Almaty 050010, Kazakhstan
| | - Sergey M Slepchenko
- Tyumen Scientific Centre SB RAS, Institute of the Problems of Northern Development, Tyumen 625003, Russia
| | | | - Nadezhda Stepanova
- Institute of Archaeology and Ethnography, Siberian Branch, Russian Academy of Sciences, Novosibirsk 630090, Russia
| | - Svetlana Svyatko
- Peter the Great Museum of Anthropology and Ethnography (Kunstkamera), Russian Academy of Science, St. Petersburg 199034, Russia.,CHRONO Centre for Climate, the Environment, and Chronology, Queen's University of Belfast, Belfast BT7 1NN, Northern Ireland, UK
| | | | - Maria Teschler-Nicola
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria.,Department of Anthropology, Natural History Museum Vienna, 1010 Vienna, Austria
| | - Alexey A Tishkin
- Department of Archaeology, Ethnography and Museology, The Laboratory of Interdisciplinary Studies in Archaeology of Western Siberia and Altai, Altai State University, Barnaul 656049, Russia
| | | | - Sergey Vasilyev
- Center of Physical Anthropology, Institute of Ethnology and Anthropology, Russian Academy of Sciences, Moscow 119991, Russia.,Center for Egyptological Studies RAS, Moscow 119991, Russia
| | - Petr Velemínský
- Department of Anthropology, National Museum, Prague 115 79, Czech Republic
| | - Dmitriy Voyakin
- A.Kh. Margulan Institute of Archaeology, Almaty 050010, Kazakhstan.,Archaeological Expertise LLP, Almaty 050060, Kazakhstan
| | | | - Muhammad Zahir
- Department of Archaeology, Max Planck Institute for the Science of Human History, Jena 07745, Germany.,Department of Archaeology, Hazara University, Mansehra 21300, Pakistan
| | - Valery S Zubkov
- N.F. Katanov Khakassia State University, Abakan 655017, Russia
| | - Alisa Zubova
- Peter the Great Museum of Anthropology and Ethnography (Kunstkamera), Russian Academy of Science, St. Petersburg 199034, Russia
| | - Vasant S Shinde
- Department of Archaeology, Deccan College Post-Graduate and Research Institute, Pune 411006, India
| | - Carles Lalueza-Fox
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, Barcelona 08003, Spain
| | - Matthias Meyer
- Max Planck Institute for Evolutionary Anthropology, Leipzig 04103, Germany
| | - David Anthony
- Anthropology Department, Hartwick College, Oneonta, NY 13820, USA
| | - Nicole Boivin
- Department of Archaeology, Max Planck Institute for the Science of Human History, Jena 07745, Germany
| | | | - Douglas J Kennett
- Institutes of Energy and the Environment, Pennsylvania State University, University Park, PA 16802, USA.,Department of Anthropology, Pennsylvania State University, University Park, PA 16802, USA.,Department of Anthropology, University of California, Santa Barbara, CA 93106, USA
| | - Michael Frachetti
- Department of Anthropology, Washington University in St. Louis, St. Louis, MO 63112, USA. .,Spatial Analysis, Interpretation, and Exploration Laboratory, Washington University in St. Louis, St. Louis, MO 63112, USA
| | - Ron Pinhasi
- Earth Institute, University College Dublin, Dublin 4, Ireland. .,Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - David Reich
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA. .,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA 02115, USA.,Max Planck-Harvard Research Center for the Archaeoscience of the Ancient Mediterranean, Cambridge, MA 02138, USA
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23
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Hermes TR, Frachetti MD, Doumani Dupuy PN, Mar'yashev A, Nebel A, Makarewicz CA. Early integration of pastoralism and millet cultivation in Bronze Age Eurasia. Proc Biol Sci 2019; 286:20191273. [PMID: 31480978 PMCID: PMC6743000 DOI: 10.1098/rspb.2019.1273] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 08/05/2019] [Indexed: 12/25/2022] Open
Abstract
Mobile pastoralists are thought to have facilitated the first trans-Eurasian dispersals of domesticated plants during the Early Bronze Age (ca 2500-2300 BC). Problematically, the earliest seeds of wheat, barley and millet in Inner Asia were recovered from human mortuary contexts and do not inform on local cultivation or subsistence use, while contemporaneous evidence for the use and management of domesticated livestock in the region remains ambiguous. We analysed mitochondrial DNA and multi-stable isotopic ratios (δ13C, δ15N and δ18O) of faunal remains from key pastoralist sites in the Dzhungar Mountains of southeastern Kazakhstan. At ca 2700 BC, Near Eastern domesticated sheep and goat were present at the settlement of Dali, which were also winter foddered with the region's earliest cultivated millet spreading from its centre of domestication in northern China. In the following centuries, millet cultivation and caprine management became increasingly intertwined at the nearby site of Begash. Cattle, on the other hand, received low levels of millet fodder at the sites for millennia. By primarily examining livestock dietary intake, this study reveals that the initial transmission of millet across the mountains of Inner Asia coincided with a substantial connection between pastoralism and plant cultivation, suggesting that pastoralist livestock herding was integral for the westward dispersal of millet from farming societies in China.
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Affiliation(s)
- Taylor R. Hermes
- Graduate School ‘Human Development in Landscapes', Kiel University, Leibniz Straße 3, 24118 Kiel, Germany
- Institute of Prehistoric and Protohistoric Archaeology, Kiel University, Johanna-Mestorf-Straße 2-6, 24118 Kiel, Germany
| | - Michael D. Frachetti
- Department of Anthropology, Washington University in St Louis, One Brookings Drive, St Louis 63130, USA
| | - Paula N. Doumani Dupuy
- Institute of Prehistoric and Protohistoric Archaeology, Kiel University, Johanna-Mestorf-Straße 2-6, 24118 Kiel, Germany
- School of Humanities and Social Sciences, Nazarbayev University, Kabanbay Batyr Avenue 53, Astana 010000, Kazakhstan
| | - Alexei Mar'yashev
- Margulan Institute of Archaeology, Dostyk Avenue 44, Almaty 480100, Kazakhstan
| | - Almut Nebel
- Graduate School ‘Human Development in Landscapes', Kiel University, Leibniz Straße 3, 24118 Kiel, Germany
- Institute of Clinical Molecular Biology, Kiel University, University Hospital Schleswig-Holstein, Rosalind-Franklin Straße 12, 24105, Kiel, Germany
| | - Cheryl A. Makarewicz
- Graduate School ‘Human Development in Landscapes', Kiel University, Leibniz Straße 3, 24118 Kiel, Germany
- Institute of Prehistoric and Protohistoric Archaeology, Kiel University, Johanna-Mestorf-Straße 2-6, 24118 Kiel, Germany
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24
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Herzig P, Backhaus A, Seiffert U, von Wirén N, Pillen K, Maurer A. Genetic dissection of grain elements predicted by hyperspectral imaging associated with yield-related traits in a wild barley NAM population. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2019; 285:151-164. [PMID: 31203880 DOI: 10.1016/j.plantsci.2019.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/08/2019] [Accepted: 05/10/2019] [Indexed: 05/05/2023]
Abstract
Enhancing the accumulation of essential mineral elements in cereal grains is of prime importance for combating human malnutrition. Biofortification by breeding holds great potential for improving nutrient accumulation in grains. However, conventional breeding approaches require element analysis of many grain samples, which causes high costs. Here we applied hyperspectral imaging to estimate the concentration of 15 grain elements (C, B, Ca, Cd, Cu, Fe, K, Mg, Mn, Mo, N, Na, P, S, Zn) in high-throughput in the wild barley nested association mapping (NAM) population HEB-25, comprising 1,420 BC1S3 lines derived from crossing 25 wild barley accessions with the cultivar 'Barke'. Nutrient concentrations varied largely with a multitude of lines having higher micronutrient concentration than 'Barke'. In a genome-wide association study (GWAS), we located 75 quantitative trait locus (QTL) hotspots, whereof many could be explained by major genes such as NO APICAL MERISTEM-1 (NAM-1) and PHOTOPERIOD 1 (Ppd-H1). The GWAS approach revealed exotic alleles that were able to increase grain element concentrations. Remarkably, a QTL linked to GIBBERELLIN 20 OXIDASE 2 (HvGA20ox2) significantly increased several grain elements without yield loss. We conclude that introgressing promising exotic alleles into elite breeding material can assist in improving the nutritional value of barley grains.
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Affiliation(s)
- Paul Herzig
- Martin Luther University Halle-Wittenberg, Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Betty-Heimann-Str. 3, 06120 Halle, Germany
| | - Andreas Backhaus
- Fraunhofer Institute for Factory Operation and Automation (IFF), Sandtorstraße 22, 39106 Magdeburg, Germany
| | - Udo Seiffert
- Fraunhofer Institute for Factory Operation and Automation (IFF), Sandtorstraße 22, 39106 Magdeburg, Germany
| | - Nicolaus von Wirén
- Molecular Plant Nutrition, Leibniz-Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstr. 3, 06466 Stadt Seeland, OT Gatersleben, Germany
| | - Klaus Pillen
- Martin Luther University Halle-Wittenberg, Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Betty-Heimann-Str. 3, 06120 Halle, Germany
| | - Andreas Maurer
- Martin Luther University Halle-Wittenberg, Institute of Agricultural and Nutritional Sciences, Chair of Plant Breeding, Betty-Heimann-Str. 3, 06120 Halle, Germany.
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25
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Li Y, Storozum M, Tian D, Frachetti M, Su K, Wang X. Farming strategies of 1st millennium CE agro-pastoralists on the southern foothills of the Tianshan Mountains: A geoarchaeological and macrobotanical investigation of the Mohuchahangoukou (MGK) site, Xinjiang, China. PLoS One 2019; 14:e0217171. [PMID: 31167227 PMCID: PMC6551202 DOI: 10.1371/journal.pone.0217171] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 05/07/2019] [Indexed: 11/24/2022] Open
Abstract
Archaeological evidence emerging over the past decade clearly illustrates that agro-pastoralists living along the foothills of major mountain chains in Central Asia (the so-called “Inner Asian Mountain Corridor” or IAMC) facilitated the spread of domesticated grains through their direct involvement in farming. While the environmental conditions across the northwestern slopes of the IAMC provided adequate resources for incipient farming and herding as early as the mid-3rd mill. BCE, the development of local agricultural strategies on the extremely arid and eroded foothills on the southeastern, leeward side of the mountains remain comparatively less studied. Our study tackles this problem by combining geoarchaeological analysis with conventional macrobotanical identification in the investigation of a 1st-mill. CE agro-pastoralist farming site, Mohuchahangoukou (MGK), located on the arid foothills of the Tianshan range. Our results illustrate how ancient agro-pastoralists at MGK innovated irrigation systems both to combat water shortage and, importantly, to trap sediments carried by flood-water for crop cultivation. By synthesizing currently available data, we estimate that they managed to trap about 40 cm of fine-grained sediment within a span of 200 years or even less. These stone-built field systems helped water a diverse stand of crops and create deeper soils in an otherwise deflated landscape with thin desert soils. Since we detected high levels of salt concentration (>2 dSm-1) in the lower portions of all three test trenches we analyzed, we conclude that soil salinization might have affected the long-term sustainability of this form of irrigated field management. We also infer that, besides engineering efforts, the ancient agro-pastoralists at MGK had to resolve the scheduling conflicts between irrigated farming and animal herding through labor specialization.
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Affiliation(s)
- Yuqi Li
- School of History, Nanjing University, Nanjing, Jiangsu, China
| | - Michael Storozum
- Institute of Archaeological Science, Fudan University, Shanghai, China
| | - Duo Tian
- School of Cultural Heritage, Northwest University, Xi'an, Shaanxi, China.,Institute of Middle Eastern Studies, Northwest University, Xi'an, Shaanxi, China
| | - Michael Frachetti
- SAIE Laboratory, Department of Anthropology, Washington University in St. Louis, St. Louis, MO, United States of America.,Department of Anthropology, Washington University in St. Louis, St. Louis, MO, United States of America
| | - Kai Su
- Department of Anthropology, Washington University in St. Louis, St. Louis, MO, United States of America
| | - Xin Wang
- Hejing County Office for the Preservation of Ancient Monuments, Hejing, Xinjiang, China
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