Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane ( Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes
Abstract
Summary Sugarcane ( Saccharum spp.) is a highly energy‐efficient crop primarily for sugar and bio‐ethanol production. Sugarcane genetics and cultivar improvement have been extremely challenging largely due to its complex genomes with high polyploidy levels. In this study, we deeply sequenced the coding regions of 307 sugarcane germplasm accessions. Nearly five million sequence variations were catalogued. The average of 98× sequence depth enabled different allele dosages of sequence variation to be differentiated in this polyploid collection. With selected high‐quality genome‐wide SNP s, we performed population genomic studies and environmental association analysis. Results illustrated that the ancient sugarcane hybrids, S. barberi and S. sinense , and modern sugarcane hybrids are significantly different in terms of genomic compositions, hybridization processes and their potential ancestry contributors. Linkage disequilibrium ( LD ) analysis showed a large extent of LD in sugarcane, with 962.4 Kbp, 2739.2 Kbp and 3573.6 Kbp for S . spontaneum , S . officinarum and modern S . hybrids respectively. Candidate selective sweep regions and genes were identified during domestication and historical selection processes of sugarcane in addition to genes associated with environmental variables at the original locations of the collection. This research provided an extensive amount of genomic resources for sugarcane community and the in‐depth population genomicmore »
- Authors:
-
- Agronomy Department University of Florida Gainesville FL USA
- Sugarcane Research Unit USDA‐ARS Houma LA USA
- Center for Genomics and Biotechnology Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps Ministry of Education Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology Fujian Agriculture and Forestry University Fuzhou Fujian China
- Agronomy Department University of Florida Gainesville FL USA, Center for Genomics and Biotechnology Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps Ministry of Education Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology Fujian Agriculture and Forestry University Fuzhou Fujian China
- Center for Genomics and Biotechnology Key Laboratory of Genetics, Breeding and Multiple Utilization of Corps Ministry of Education Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology Fujian Agriculture and Forestry University Fuzhou Fujian China, Department of Plant Biology University of Illinois at Urbana‐Champaign Urbana IL USA
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1467750
- Alternate Identifier(s):
- OSTI ID: 1467751
- Grant/Contract Number:
- DE‐SC0006995
- Resource Type:
- Published Article
- Journal Name:
- Plant Biotechnology Journal
- Additional Journal Information:
- Journal Name: Plant Biotechnology Journal Journal Volume: 17 Journal Issue: 2; Journal ID: ISSN 1467-7644
- Publisher:
- Wiley-Blackwell
- Country of Publication:
- United Kingdom
- Language:
- English
Citation Formats
Yang, Xiping, Song, Jian, Todd, James, Peng, Ze, Paudel, Dev, Luo, Ziliang, Ma, Xiaokai, You, Qian, Hanson, Erik, Zhao, Zifan, Zhao, Yang, Zhang, Jisen, Ming, Ray, and Wang, Jianping. Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane ( Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes. United Kingdom: N. p., 2018.
Web. doi:10.1111/pbi.12992.
Yang, Xiping, Song, Jian, Todd, James, Peng, Ze, Paudel, Dev, Luo, Ziliang, Ma, Xiaokai, You, Qian, Hanson, Erik, Zhao, Zifan, Zhao, Yang, Zhang, Jisen, Ming, Ray, & Wang, Jianping. Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane ( Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes. United Kingdom. https://doi.org/10.1111/pbi.12992
Yang, Xiping, Song, Jian, Todd, James, Peng, Ze, Paudel, Dev, Luo, Ziliang, Ma, Xiaokai, You, Qian, Hanson, Erik, Zhao, Zifan, Zhao, Yang, Zhang, Jisen, Ming, Ray, and Wang, Jianping. Wed .
"Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane ( Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes". United Kingdom. https://doi.org/10.1111/pbi.12992.
@article{osti_1467750,
title = {Target enrichment sequencing of 307 germplasm accessions identified ancestry of ancient and modern hybrids and signatures of adaptation and selection in sugarcane ( Saccharum spp.), a ‘sweet’ crop with ‘bitter’ genomes},
author = {Yang, Xiping and Song, Jian and Todd, James and Peng, Ze and Paudel, Dev and Luo, Ziliang and Ma, Xiaokai and You, Qian and Hanson, Erik and Zhao, Zifan and Zhao, Yang and Zhang, Jisen and Ming, Ray and Wang, Jianping},
abstractNote = {Summary Sugarcane ( Saccharum spp.) is a highly energy‐efficient crop primarily for sugar and bio‐ethanol production. Sugarcane genetics and cultivar improvement have been extremely challenging largely due to its complex genomes with high polyploidy levels. In this study, we deeply sequenced the coding regions of 307 sugarcane germplasm accessions. Nearly five million sequence variations were catalogued. The average of 98× sequence depth enabled different allele dosages of sequence variation to be differentiated in this polyploid collection. With selected high‐quality genome‐wide SNP s, we performed population genomic studies and environmental association analysis. Results illustrated that the ancient sugarcane hybrids, S. barberi and S. sinense , and modern sugarcane hybrids are significantly different in terms of genomic compositions, hybridization processes and their potential ancestry contributors. Linkage disequilibrium ( LD ) analysis showed a large extent of LD in sugarcane, with 962.4 Kbp, 2739.2 Kbp and 3573.6 Kbp for S . spontaneum , S . officinarum and modern S . hybrids respectively. Candidate selective sweep regions and genes were identified during domestication and historical selection processes of sugarcane in addition to genes associated with environmental variables at the original locations of the collection. This research provided an extensive amount of genomic resources for sugarcane community and the in‐depth population genomic analyses shed light on the breeding and evolution history of sugarcane, a highly polyploid species.},
doi = {10.1111/pbi.12992},
journal = {Plant Biotechnology Journal},
number = 2,
volume = 17,
place = {United Kingdom},
year = {Wed Aug 29 00:00:00 EDT 2018},
month = {Wed Aug 29 00:00:00 EDT 2018}
}
https://doi.org/10.1111/pbi.12992
Web of Science
Works referenced in this record:
Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana
journal, July 2007
- Clark, R. M.; Schweikert, G.; Toomajian, C.
- Science, Vol. 317, Issue 5836
The Sorghum bicolor genome and the diversification of grasses
journal, January 2009
- Paterson, Andrew H.; Bowers, John E.; Bruggmann, Rémy
- Nature, Vol. 457, Issue 7229
Resequencing 302 wild and cultivated accessions identifies genes related to domestication and improvement in soybean
journal, February 2015
- Zhou, Zhengkui; Jiang, Yu; Wang, Zheng
- Nature Biotechnology, Vol. 33, Issue 4
Natural Allelic Variations in Highly Polyploidy Saccharum Complex
journal, June 2016
- Song, Jian; Yang, Xiping; Resende, Marcio F. R.
- Frontiers in Plant Science, Vol. 7
Fast model-based estimation of ancestry in unrelated individuals
journal, July 2009
- Alexander, D. H.; Novembre, J.; Lange, K.
- Genome Research, Vol. 19, Issue 9
Pedigree comparison highlights genetic similarities and potential industrial values of sugarcane cultivars
journal, May 2017
- Acevedo, A.; Tejedor, M. T.; Erazzú, L. E.
- Euphytica, Vol. 213, Issue 6
KEGG: Kyoto Encyclopedia of Genes and Genomes
journal, January 2000
- Kanehisa, Minoru; Goto, Susumu
- Nucleic Acids Research, Vol. 28, Issue 1, p. 27-30
Analysis of Gene Diversity in Subdivided Populations
journal, December 1973
- Nei, M.
- Proceedings of the National Academy of Sciences, Vol. 70, Issue 12
Sugarcane Genotype Selection on a Sand Soil with and without Added Mill Mud
journal, January 2014
- Todd, James; Glaz, Barry; Irey, Michael S.
- Agronomy Journal, Vol. 106, Issue 1
Resequencing 50 accessions of cultivated and wild rice yields markers for identifying agronomically important genes
journal, December 2011
- Xu, Xun; Liu, Xin; Ge, Song
- Nature Biotechnology, Vol. 30, Issue 1
Genome measures used for quality control are dependent on gene function and ancestry
journal, October 2014
- Wang, Jing; Raskin, Leon; Samuels, David C.
- Bioinformatics, Vol. 31, Issue 3
WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas: NEW CLIMATE SURFACES FOR GLOBAL LAND AREAS
journal, May 2017
- Fick, Stephen E.; Hijmans, Robert J.
- International Journal of Climatology, Vol. 37, Issue 12
Origin and Distribution of Saccharum
journal, September 1957
- Mukherjee, Sunil Kumar
- Botanical Gazette, Vol. 119, Issue 1
Problems in breeding and cytology of sugar cane
journal, March 1961
- Bremer, G.
- Euphytica, Vol. 10, Issue 1
Comparative population genomics of maize domestication and improvement
journal, June 2012
- Hufford, Matthew B.; Xu, Xun; van Heerwaarden, Joost
- Nature Genetics, Vol. 44, Issue 7
PlantGSEA: a gene set enrichment analysis toolkit for plant community
journal, April 2013
- Yi, Xin; Du, Zhou; Su, Zhen
- Nucleic Acids Research, Vol. 41, Issue W1
Unraveling the genome structure of polyploids using FISH and GISH; examples of sugarcane and banana
journal, January 2005
- D’Hont, A.
- Cytogenetic and Genome Research, Vol. 109, Issue 1-3
Characterisation of the double genome structure of modern sugarcane cultivars (Saccharum spp.) by molecular cytogenetics
journal, March 1996
- D'Hont, A.; Grivet, L.; Feldmann, P.
- MGG Molecular & General Genetics, Vol. 250, Issue 4
Targeted enrichment beyond the consensus coding DNA sequence exome reveals exons with higher variant densities
journal, January 2011
- Bainbridge, Matthew N.; Wang, Min; Wu, Yuanqing
- Genome Biology, Vol. 12, Issue 7
Population genomic and genome-wide association studies of agroclimatic traits in sorghum
journal, December 2012
- Morris, G. P.; Ramu, P.; Deshpande, S. P.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 2
Population Genomics: Whole-Genome Analysis of Polymorphism and Divergence in Drosophila simulans
journal, November 2007
- Begun, David J.; Holloway, Alisha K.; Stevens, Kristian
- PLoS Biology, Vol. 5, Issue 11
Promoting Utilization of Saccharum spp. Genetic Resources through Genetic Diversity Analysis and Core Collection Construction
journal, October 2014
- Nayak, Spurthi N.; Song, Jian; Villa, Andrea
- PLoS ONE, Vol. 9, Issue 10
SHEsisPlus, a toolset for genetic studies on polyploid species
journal, April 2016
- Shen, Jiawei; Li, Zhiqiang; Chen, Jianhua
- Scientific Reports, Vol. 6, Issue 1
Testing for Ancient Selection Using Cross-population Allele Frequency Differentiation
journal, November 2015
- Racimo, Fernando
- Genetics, Vol. 202, Issue 2
Cross-organism analysis using InterMine: cross-organism analysis using InterMine
journal, July 2015
- Lyne, Rachel; Sullivan, Julie; Butano, Daniela
- genesis, Vol. 53, Issue 8
Largely unlinked gene sets targeted by selection for domestication syndrome phenotypes in maize and sorghum
journal, January 2018
- Lai, Xianjun; Yan, Lang; Lu, Yanli
- The Plant Journal, Vol. 93, Issue 5
Testing for Associations between Loci and Environmental Gradients Using Latent Factor Mixed Models
journal, March 2013
- Frichot, Eric; Schoville, Sean D.; Bouchard, Guillaume
- Molecular Biology and Evolution, Vol. 30, Issue 7
The genomic basis of adaptation in plants
journal, April 2017
- Flood, Pádraic J.; Hancock, Angela M.
- Current Opinion in Plant Biology, Vol. 36
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
journal, July 2010
- McKenna, A.; Hanna, M.; Banks, E.
- Genome Research, Vol. 20, Issue 9
Mining sequence variations in representative polyploid sugarcane germplasm accessions
journal, August 2017
- Yang, Xiping; Song, Jian; You, Qian
- BMC Genomics, Vol. 18, Issue 1
Enrichment of genomic DNA for polymorphism detection in a non-model highly polyploid crop plant: Targeted enrichment of sugarcane DNA
journal, May 2012
- Bundock, Peter C.; Casu, Rosanne E.; Henry, Robert J.
- Plant Biotechnology Journal, Vol. 10, Issue 6
Genetic Base of U.S. Mainland Sugarcane
journal, January 1995
- Deren, C. W.
- Crop Science, Vol. 35, Issue 4
adegenet: a R package for the multivariate analysis of genetic markers
journal, April 2008
- Jombart, Thibaut
- Bioinformatics, Vol. 24, Issue 11
Analysis of genetic similarity detected by AFLP and coefficient of parentage among genotypes of sugar cane (Saccharum spp.)
journal, January 2002
- Lima, M. L. A.; Garcia, A. A. F.; Oliveira, K. M.
- Theoretical and Applied Genetics, Vol. 104, Issue 1
Diversity of the Germplasm of <i>Saccharum</i> Species and Related Genera Available for Use in Directed Breeding Programmes for Sugarcane Improvement
journal, August 2016
- Shrivastava, A. K.; Srivastava, Sangeeta
- Current Science, Vol. 111, Issue 3
FatiGO: a web tool for finding significant associations of Gene Ontology terms with groups of genes
journal, January 2004
- Al-Shahrour, F.; Diaz-Uriarte, R.; Dopazo, J.
- Bioinformatics, Vol. 20, Issue 4
Saccharum species as horticultural classes
journal, February 1999
- Irvine, J. E.
- Theoretical and Applied Genetics, Vol. 98, Issue 2
Recombination and linkage disequilibrium in Arabidopsis thaliana
journal, August 2007
- Kim, Sung; Plagnol, Vincent; Hu, Tina T.
- Nature Genetics, Vol. 39, Issue 9
Performance comparison of exome DNA sequencing technologies
journal, September 2011
- Clark, Michael J.; Chen, Rui; Lam, Hugo Y. K.
- Nature Biotechnology, Vol. 29, Issue 10
MEGA6: Molecular Evolutionary Genetics Analysis Version 6.0
journal, October 2013
- Tamura, Koichiro; Stecher, Glen; Peterson, Daniel
- Molecular Biology and Evolution, Vol. 30, Issue 12
Microcollinearity between autopolyploid sugarcane and diploid sorghum genomes
journal, January 2010
- Wang, Jianping; Roe, Bruce; Macmil, Simone
- BMC Genomics, Vol. 11, Issue 1
Whole-genome sequencing reveals untapped genetic potential in Africa’s indigenous cereal crop sorghum
journal, August 2013
- Mace, Emma S.; Tai, Shuaishuai; Gilding, Edward K.
- Nature Communications, Vol. 4, Issue 1
Discriminant analysis of principal components: a new method for the analysis of genetically structured populations
journal, January 2010
- Jombart, Thibaut; Devillard, Sébastien; Balloux, François
- BMC Genetics, Vol. 11, Issue 1