Abstract
All crops are the product of a domestication process that started less than 12,000 years ago from one or more wild populations1,2. Farmers selected desirable phenotypic traits (such as improved energy accumulation, palatability of seeds and reduced natural shattering3) while leading domesticated populations through several more or less gradual demographic contractions2,4. As a consequence, the erosion of wild genetic variation5 is typical of modern cultivars, making them highly susceptible to pathogens, pests and environmental change6,7. The loss of genetic diversity hampers further crop improvement programmes to increase food production in a changing world, posing serious threats to food security8,9. Using both ancient and modern seeds, we analysed the temporal dynamics of genetic variation and selection during the domestication process of the common bean (Phaseolus vulgaris) in the southern Andes. Here, we show that most domestic traits were selected for before 2,500 years ago, with no or only minor loss of whole-genome heterozygosity. In fact, most of the changes at coding genes and linked regions that differentiate wild and domestic genomes are already present in the ancient genomes analysed here, and all ancient domestic genomes dated between 600 and 2,500 years ago are highly variable (at least as variable as modern genomes from the wild). Single seeds from modern cultivars show reduced variation when compared with ancient seeds, indicating that intensive selection within cultivars in the past few centuries probably partitioned ancestral variation within different genetically homogenous cultivars. When cultivars from different Andean regions are pooled, the genomic variation of the pool is higher than that observed in the pool of ancient seeds from north and central western Argentina. Considering that most desirable phenotypic traits are probably controlled by multiple polymorphic genes10, a plausible explanation of this decoupling of selection and genetic erosion is that early farmers applied a relatively weak selection pressure2 by using many phenotypically similar but genetically diverse individuals as parents. Our results imply that selection strategies during the past few centuries, as compared with earlier times, more intensively reduced genetic variation within cultivars and produced further improvements by focusing on a few plants carrying the traits of interest, at the cost of marked genetic erosion within Andean landraces.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Data availability
The sequenced raw reads from the ancient samples are publicly available as NCBI Bioproject (ID: PRJNA574560). The modern sample genomic data are available with the following NCBI accession codes: SRR10161640, SRR10161629, SRR10161767, SRR10161647, SRR10161646, SRR10161645, SRR10161601, SRR10161592, SRR10161584, SRR10161684, SRR10161683, SRR10161697, SRR10161690, SRR10161688, SRR10161651, SRR10161745 and SRR10161723.
Code availability
The custom scripts developed in this study are publicly available in the GitHub repository at https://github.com/anbena/ancient-beans.
Change history
04 March 2021
A Correction to this paper has been published: https://doi.org/10.1038/s41477-021-00892-3
References
Diamond, J. Evolution, consequences and future of plant and animal domestication. Nature 418, 700–707 (2002).
Purugganan, M. D. Evolutionary insights into the nature of plant domestication. Curr. Biol. 29, 705–714 (2019).
Meyer, R. S. & Purugganan, M. D. Evolution of crop species: genetics of domestication and diversification. Nat. Rev. Genet. 14, 840–852 (2013).
Doebley, J. F., Gaut, B. S. & Smith, B. D. The molecular genetics of crop domestication. Cell 127, 1309–1321 (2006).
Van de Wouw, M., Kik, C., van Hintum, T., van Treuren, R. & Visser, B. Genetic erosion in crops: concept, research results and challenges. Plant Genet. Resour. 8, 1–15 (2010).
Babiker, E. M. et al. Mapping resistance to the Ug99 race group of the stem rust pathogen in a spring wheat landrace. Theor. Appl. Genet. 128, 605–612 (2015).
Dale, J. et al. Transgenic Cavendish bananas with resistance to Fusarium wilt tropical race 4. Nat. Commun. 8, 1496 (2017).
Esquinas-Alcázar, J. Protecting crop genetic diversity for food security: political, ethical and technical challenges. Nat. Rev. Genet. 6, 946–953 (2005).
Gepts, P. Plant genetic resources conservation and utilization. Crop Sci. 46, 2278–2292 (2006).
Beissinger, T. M. et al. Recent demography drives changes in linked selection across the maize genome. Nat. Plants 2, 16084 (2016).
Hyten, D. L. et al. Impacts of genetic bottlenecks on soybean genome diversity. Proc. Natl Acad. Sci. USA 103, 16666–16671 (2006).
Fuller, D. Q. et al. Convergent evolution and parallelism in plant domestication revealed by an expanding archaeological record. Proc. Natl Acad. Sci. USA 111, 6147–6152 (2014).
Khush, G. S. Green revolution: the way forward. Nat. Rev. Genet. 2, 815–822 (2001).
Fu, Y. B. Understanding crop genetic diversity under modern plant breeding. Theor. Appl. Genet. 128, 2131–2142 (2015).
Bevan, M. W. et al. Genomic innovation for crop improvement. Nature 543, 346–354 (2017).
Bitocchi, E. et al. Mesoamerican origin of the common bean (Phaseolus vulgaris L.) is revealed by sequence data. Proc. Natl Acad. Sci. USA 109, E788–E796 (2012).
Schmutz, J. et al. A reference genome for common bean and genome-wide analysis of dual domestications. Nat. Genet. 46, 707–713 (2014).
Bitocchi, E. et al. Beans (Phaseolus ssp.) as a model for understanding crop evolution. Front. Plant Sci. 8, 722 (2017).
Winkel, T. et al. Discontinuities in quinoa biodiversity in the dry Andes: an 18-century perspective based on allelic genotyping. PLoS ONE 13, e0207519 (2018).
Fages, A. et al. Tracking five millennia of horse management with extensive ancient genome time series. Cell 177, 1419–1435 (2019).
Rendón-Anaya, M. et al. Genomic history of the origin and domestication of common bean unveils its closest sister species. Genome Biol. 18, 60 (2017).
Allaby, R. G., Ware, R. L. & Kistler, L. A re-evaluation of the domestication bottleneck from archaeogenomic evidence. Evol. Appl. 12, 29–37 (2019).
Castañeda-Álvarez, N. P. et al. Global conservation priorities for crop wild relatives. Nat. Plants 2, 16022 (2016).
Pochettino, M. L. & Scattolin, M. C. Identificación y significado de frutos y semillas carbonizados de sitios arqueológicos de la ladera occidental del Aconquija, Prov. Catamarca, Rca. Argentina. Rev. Mus. La Plata, Antropol. 9, 169–181 (1991).
Singh, S. P., Gepts, P. & Debouck, D. G. Races of common bean (Phaseolus vulgaris, Fabaceae). Econ. Bot. 45, 379–396 (1991).
Williams, V. I. Formaciones sociales en el noroeste argentino: variabilidad prehispánica en el surandino durante el Periodo de Desarrollos Regionales y el estado Inca. Rev. Haucaypata 9, 62–76 (2015).
Núñez, L. & Nielsen, A. E. En Ruta: Arquelogía, Historia y Etnografía del Tráfico Surandino (Encuentro Grupo Editor, 2011).
Da Fonseca, R. R. et al. The origin and evolution of maize in the southwestern United States. Nat. Plants 1, 14003 (2015).
Dubos, C. et al. MYB transcription factors in Arabidopsis. Trends Plant Sci. 15, 573–581 (2010).
Rau, D. et al. Genomic dissection of pod shattering in common bean: mutations at non‐orthologous loci at the basis of convergent phenotypic evolution under domestication of leguminous species. Plant J. 97, 693–714 (2019).
Saitoh, K., Onishi, K., Mikami, I., Thidar, K. & Sano, Y. Allelic diversification at the C (OsC1) locus of wild and cultivated rice: nucleotide changes associated with phenotypes. Genetics 168, 997–1007 (2004).
Estrada, O., Breen, J., Richards, S. M. & Cooper, A. Ancient plant DNA in the genomic era. Nat. Plants 4, 394–396 (2018).
Brunson, K. & Reich, D. The promise of paleogenomics beyond our own species. Trends Genet. 35, 319–329 (2019).
Mascher, M. et al. Genomic analysis of 6,000-year-old cultivated grain illuminates the domestication history of barley. Nat. Genet. 48, 1089–1093 (2016).
Ramos-Madrigal, J. et al. Genome sequence of a 5,310-year-old maize cob provides insights into the early stages of maize domestication. Curr. Biol. 26, 3195–3201 (2016).
Wagner, S. et al. High throughput DNA sequencing of ancient wood. Mol. Ecol. 27, 1138–1154 (2018).
Kistler, L. et al. Multiproxy evidence highlights a complex evolutionary legacy of maize in South America. Science 362, 1309–1313 (2018).
Smith, O. et al. A domestication history of dynamic adaptation and genomic deterioration in sorghum. Nat. Plants 5, 369–379 (2019).
Lema, V. Non-domesticated cultivation in the Andes: plant management and nurturing in the Argentine northwest. Veg. Hist. Archaeobot. 24, 143–150 (2015).
Oliszewski, N. & Babot, P. in Avances y Desafíos Metodológicos en Arqueobotánica: Miradas Consensuadas y Diálogos Compartidos desde Sudamérica (eds Belmar, C. & Lema, V.) 301–324 (Facultad de Patrimonio Cultural y Educaciòn Universidad SEK Chile, 2015).
Schubert, M. et al. Characterization of ancient and modern genomes by SNP detection and phylogenomic and metagenomic analysis using PALEOMIX. Nat. Prot. 9, 1056–1082 (2014).
Jónsson, H., Ginolhac, A., Schubert, M., Johnson, P. L. & Orlando, L. mapDamage2.0: fast approximate Bayesian estimates of ancient DNA damage parameters. Bioinformatics 29, 1682–1684 (2013).
Korneliussen, T. S., Albrechtsen, A. & Nielsen, R. ANGSD: analysis of next generation sequencing data. BMC Bioinform. 15, 356 (2014).
Vieira, F. G., Fumagalli, M., Albrechtsen, A. & Nielsen, R. Estimating inbreeding coefficients from NGS data: impact on genotype calling and allele frequency estimation. Genome Res. 23, 1852–1861 (2013).
Alexander, D. H., Novembre, J. & Lange, K. Fast model-based estimation of ancestry in unrelated individuals. Genome Res. 19, 1655–1664 (2009).
Lawson, D. J., Hellenthal, G., Myers, S. & Falush, D. Inference of population structure using dense haplotype data. PLoS Genet. 8, e1002453 (2012).
Slotte, T. The impact of linked selection on plant genomic variation. Brief. Funct. Genomics 13, 268–275 (2014).
Renaut, S. & Rieseberg, L. H. The accumulation of deleterious mutations as a consequence of domestication and improvement in sunflowers and other Compositae crops. Mol. Biol. Evol. 32, 2273–2283 (2015).
Beissinger, T. M. et al. Recent demography drives changes in linked selection across the maize genome. Nat. Plants 2, 16084 (2016).
Huang, D. W., Sherman, B. T. & Lempicki, R. A. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat. Protoc. 4, 44–57 (2009).
Acknowledgements
This study was supported by the University of Ferrara, the CUIA (Consorzio Universitario Italiano per l’Argentina, 5^ Research Program), the ERA-CAPS project Bean_Adapt, internal grants from the Marche Polytechnic University and the University of Firenze, the Italian Ministry of Education, University and Research (project Dipartimenti di Eccellenza 2018–2022, PRIN2017 grant no. 20174BTC4R), the Swedish Research Council grant no. VR-UF E0347601 and the Norwegian Research Council grant no. 262777. We also thank CONICET (Consejo Nacional de Investigaciones Cientificas y Técnicas) and the Institutions and Museums in Argentina for their support in the fieldwork, and in particular for recovering the archaeo-botanical specimens and studying the archaeological sites. M.D.L. sadly passed away during the preparation of this paper. One of the seeds we sequenced was kindly donated by the Archaeological Museum Pío Pablo Díaz in Cachi (Salta, Argentina), where M.D.L. was Director for many years.
Author information
Authors and Affiliations
Contributions
G.B. and R.P. conceived the project. G.B., E.T. and A.B. designed the research. M.L., S.V., L.C. and S.B. performed the experiments. E.T., A.B., M.L., S.B., A.I. and C.X. analysed the data. G.B., E.T., A.B., M.L., F.R., B.S. and S.B. contributed to the manuscript preparation. V.L., P.B., N.O., A.G., G.N., C.T.M. and M.D.L. collected the samples. G.B., E.T., A.B., R.P., M.L., S.B. and B.S. interpreted the data. G.B. and E.T. wrote the manuscript. All authors revised and approved the manuscript.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Peer review information Nature Plants thanks Robin Allaby, Kelly Swarts and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information
Supplementary Sections 1–11, references, Figs. 1–13 and Tables 2–6.
Supplementary Table 1
Ancient seed information: AMS dates and basic sequencing statistics.
Supplementary Table 7
Results of selection scan using different accessions as the outgroup.
Rights and permissions
About this article
Cite this article
Trucchi, E., Benazzo, A., Lari, M. et al. Ancient genomes reveal early Andean farmers selected common beans while preserving diversity. Nat. Plants 7, 123–128 (2021). https://doi.org/10.1038/s41477-021-00848-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41477-021-00848-7
This article is cited by
-
Whole-genome resequencing of common bean elite breeding lines
Scientific Reports (2023)
-
Molecular markers for assessing the inter- and intra-racial genetic diversity and structure of common bean
Genetic Resources and Crop Evolution (2023)
-
Selection and adaptive introgression guided the complex evolutionary history of the European common bean
Nature Communications (2023)
-
Nobel adjacency
Nature Plants (2022)
-
Identification of natural selection in genomic data with deep convolutional neural network
BioData Mining (2021)