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Title: Genetic analysis of inflorescence and plant height components in sorghum (Panicoidae) and comparative genetics with rice (Oryzoidae)

Journal Article · · BMC Plant Biology
 [1];  [2];  [3];  [3];  [3];  [3];  [3];  [3];  [3];  [3];  [4]
  1. Univ. of Georgia, Athens, GA (United States). Plant Genome Mapping Lab. and Inst. of Bioinformatics
  2. Univ. of Georgia, Athens, GA (United States). Plant Genome Mapping Lab. and Dept. of Crop and Soil Sciences
  3. Univ. of Georgia, Athens, GA (United States). Plant Genome Mapping Lab.
  4. Univ. of Georgia, Athens, GA (United States). Plant Genome Mapping Lab., Inst. of Bioinformatics, Dept. of Crop and Soil Sciences, Dept. of Plant Biology, Dept. of Genetics

Domestication has played an important role in shaping characteristics of the inflorescence and plant height in cultivated cereals. Taking advantage of meta-analysis of QTLs, phylogenetic analyses in 502 diverse sorghum accessions, GWAS in a sorghum association panel (n = 354) and comparative data, we provide insight into the genetic basis of the domestication traits in sorghum and rice. We performed genome-wide association studies (GWAS) on 6 traits related to inflorescence morphology and 6 traits related to plant height in sorghum, comparing the genomic regions implicated in these traits by GWAS and QTL mapping, respectively. In a search for signatures of selection, we identify genomic regions that may contribute to sorghum domestication regarding plant height, flowering time and pericarp color. Comparative studies across taxa show functionally conserved ‘hotspots’ in sorghum and rice for awn presence and pericarp color that do not appear to reflect corresponding single genes but may indicate co-regulated clusters of genes. We also reveal homoeologous regions retaining similar functions for plant height and flowering time since genome duplication an estimated 70 million years ago or more in a common ancestor of cereals. In most such homoeologous QTL pairs, only one QTL interval exhibits strong selection signals in modern sorghum. Intersections among QTL, GWAS and comparative data advance knowledge of genetic determinants of inflorescence and plant height components in sorghum, and add new dimensions to comparisons between sorghum and rice.

Research Organization:
Univ. of Georgia, Athens, GA (United States). Plant Genome Mapping Lab.
Sponsoring Organization:
USDOE; USDOE-US Department of Agriculture Plant Feedstock Program
Grant/Contract Number:
AI52-08NA28654; 2011-02786; 2012-03304 (DOE-USDA project grants)
OSTI ID:
1184791
Alternate ID(s):
OSTI ID: 1188764
Journal Information:
BMC Plant Biology, Vol. 15, Issue 1; ISSN 1471-2229
Publisher:
BioMed CentralCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 55 works
Citation information provided by
Web of Science

References (63)

Meta-analysis of Polyploid Cotton QTL Shows Unequal Contributions of Subgenomes to a Complex Network of Genes and Gene Clusters Implicated in Lint Fiber Development journal June 2007
The Sorghum bicolor genome and the diversification of grasses journal January 2009
Alignment of genetic maps and QTLs between inter- and intra-specific sorghum populations journal February 2006
Genetic Structure, Linkage Disequilibrium and Signature of Selection in Sorghum: Lessons from Physically Anchored DArT Markers journal March 2012
Genomic Gene Clustering Analysis of Pathways in Eukaryotes journal April 2003
Plant domestication, a unique opportunity to identify the genetic basis of adaptation journal May 2007
Mixed linear model approach adapted for genome-wide association studies journal March 2010
Loss of an MDR Transporter in Compact Stalks of Maize br2 and Sorghum dw3 Mutants journal October 2003
Caught Red-Handed: Rc Encodes a Basic Helix-Loop-Helix Protein Conditioning Red Pericarp in Rice journal January 2006
Genetic Analysis of Recombinant Inbred Lines for Sorghum bicolor × Sorghum propinquum journal January 2013
The DROOPING LEAF and OsETTIN2 genes promote awn development in rice journal February 2014
Data from: Genetic analysis of inflorescence and plant height components in sorghum (Panicoidae) and comparative genetics with rice (Oryzoidae)
  • Zhang, Dong; Kong, Wenqian; Robertson, Jon
  • Dryad Digital Repository-Supplementary information for journal article at DOI: 10.1186/s12870-015-0477-6, 2 files https://doi.org/10.5061/dryad.91jq5
dataset April 2015
Genetic Control of a Photoperiod-Sensitive Response in Sorghum bicolor (L.) Moench journal January 1999
Excision of the Candystripe1 transposon from a hyper-mutable Y1-cs allele shows that the sorghumY1 gene controls the biosynthesis of both 3-deoxyanthocyanidin phytoalexins and phlobaphene pigments journal June 2002
Identification of QTL for sugar-related traits in a sweet × grain sorghum (Sorghum bicolor L. Moench) recombinant inbred population journal April 2008
Presence of tannins in sorghum grains is conditioned by different natural alleles of Tannin1 journal June 2012
The Sorghum bicolor genome and the diversification of grasses text January 2009
Ehd4 Encodes a Novel and Oryza-Genus-Specific Regulator of Photoperiodic Flowering in Rice journal February 2013
Resequencing 50 accessions of cultivated and wild rice yields markers for identifying agronomically important genes journal December 2011
GAPIT: genome association and prediction integrated tool journal July 2012
Repeated polyploidization of Gossypium genomes and the evolution of spinnable cotton fibres journal December 2012
Dwarf8 polymorphisms associate with variation in flowering time journal July 2001
The Genetic Architecture of Maize Flowering Time journal August 2009
Genome-Wide Association Mapping for Kernel and Malting Quality Traits Using Historical European Barley Records journal November 2014
Genetic Design and Statistical Power of Nested Association Mapping in Maize journal January 2008
Resolution of quantitative traits into Mendelian factors by using a complete linkage map of restriction fragment length polymorphisms journal October 1988
Hd16, a gene for casein kinase I, is involved in the control of rice flowering time by modulating the day-length response. journal October 2013
Quantitative trait loci influencing drought tolerance in grain sorghum (Sorghum bicolor L. Moench) journal August 2001
Genetic mapping of Sorghum bicolor (L.) Moench QTLs that control variation in tillering and other morphological characters journal December 2001
TASSEL: software for association mapping of complex traits in diverse samples journal June 2007
Retrospective genomic analysis of sorghum adaptation to temperate-zone grain production journal June 2013
Ancient polyploidization predating divergence of the cereals, and its consequences for comparative genomics journal May 2004
Transcriptomic and genome-wide association study reveal long noncoding RNAs responding to nitrogen deficiency in maize journal February 2021
CSGRqtl, a Comparative Quantitative Trait Locus Database for Saccharinae Grasses journal December 2012
Inheritance of inflorescence architecture in sorghum journal July 2006
Crop genomics: advances and applications journal December 2011
Convergent Domestication of Cereal Crops by Independent Mutations at Corresponding Genetic Loci journal September 1995
A rice β-1,3-glucanase gene Osg1 is required for callose degradation in pollen development journal November 2010
Parallel domestication of the Shattering1 genes in cereals journal May 2012
Identification of quantitative trait loci for agronomically important traits and their association with genic-microsatellite markers in sorghum journal March 2009
Massive Sorghum Collection Genotyped with SSR Markers to Enhance Use of Global Genetic Resources journal April 2013
A map of rice genome variation reveals the origin of cultivated rice journal October 2012
Coincident light and clock regulation of pseudoresponse regulator protein 37 (PRR37) controls photoperiodic flowering in sorghum journal September 2011
A unified mixed-model method for association mapping that accounts for multiple levels of relatedness journal December 2005
The Molecular Genetics of Crop Domestication journal December 2006
Improvement of the Oryza sativa Nipponbare reference genome using next generation sequence and optical map data journal January 2013
One gene's shattering effects journal May 2012
World Economic Plants book January 1999
The Sorghum Photoperiod Sensitivity Gene, Ma3, Encodes a Phytochrome B journal February 1997
Finding the missing heritability of complex diseases journal October 2009
Flavonoid Phytoalexin-Dependent Resistance to Anthracnose Leaf Blight Requires a Functional yellow seed1 in Sorghum bicolor journal January 2010
Genetic mapping of QTLs for sugar-related traits in a RIL population of Sorghum bicolor L. Moench journal March 2010
Association Mapping: Critical Considerations Shift from Genotyping to Experimental Design journal August 2009
Whole-genome sequencing reveals untapped genetic potential in Africa’s indigenous cereal crop sorghum journal August 2013
Community Resources and Strategies for Association Mapping in Sorghum journal January 2008
A Multiparent Advanced Generation Inter-Cross to Fine-Map Quantitative Traits in Arabidopsis thaliana journal July 2009
Genetic Support for Phenotype-based Racial Classification in Sorghum journal January 2011
Comparative analysis of QTLs affecting plant height and maturity across the Poaceae, in reference to an interspecific sorghum population. journal September 1995
A High-Density Genetic Recombination Map of Sequence-Tagged Sites for Sorghum , as a Framework for Comparative Structural and Evolutionary Genomics of Tropical Grains and Grasses journal September 2003
Genome Duplication in Soybean ( Glycine subgenus soja ) journal September 1996
H d16 , a gene for casein kinase I , is involved in the control of rice flowering time by modulating the day‐length response journal July 2013
Inheritance of Beta-Carotene in Grain Sorghum Hybrids1 journal January 1965
Inheritance and Genetic Relationships of Six Endosperm Types in Sorghum1 journal January 1972

Cited By (14)

Genetic diversity assessment of sorghum ( Sorghum bicolor (L.) Moench) accessions using single nucleotide polymorphism markers journal July 2019
Genomic characterization of a core set of the USDA-NPGS Ethiopian sorghum germplasm collection: implications for germplasm conservation, evaluation, and utilization in crop improvement journal January 2017
Genome-wide Diversity and Association Mapping for Capsaicinoids and Fruit Weight in Capsicum annuum L journal November 2016
Data from: Genetic analysis of inflorescence and plant height components in sorghum (Panicoidae) and comparative genetics with rice (Oryzoidae)
  • Zhang, Dong; Kong, Wenqian; Robertson, Jon
  • Dryad Digital Repository-Supplementary information for journal article at DOI: 10.1186/s12870-015-0477-6, 2 files https://doi.org/10.5061/dryad.91jq5
dataset April 2015
Genome-Wide Association Study of Seed Dormancy and the Genomic Consequences of Improvement Footprints in Rice (Oryza sativa L.) journal January 2018
Genetic diversity and population structure of Ethiopian Capsicum germplasms journal May 2019
Genotyping by Sequencing of 393 Sorghum bicolor BTx623 × IS3620C Recombinant Inbred Lines Improves Sensitivity and Resolution of QTL Detection journal May 2018
Interspecific genetic maps in Miscanthus floridulus and M. sacchariflorus accelerate detection of QTLs associated with plant height and inflorescence journal August 2018
Increased Power To Dissect Adaptive Traits in Global Sorghum Diversity Using a Nested Association Mapping Population journal June 2017
Association mapping by aerial drone reveals 213 genetic associations for Sorghum bicolor biomass traits under drought journal September 2018
Genome-wide association mapping of total antioxidant capacity, phenols, tannins, and flavonoids in a panel of Sorghum bicolor and S. bicolor × S. halepense populations using multi-locus models journal December 2019
Genomic Signatures of Adaptation to a Precipitation Gradient in Nigerian Sorghum journal August 2018
Development and Genetic Control of Plant Architecture and Biomass in the Panicoid Grass, Setaria journal March 2016
Molecular Dissection of Quantitative Variation in Bermudagrass Hybrids (Cynodon dactylonxtransvaalensis): Morphological Traits journal August 2019


Figures / Tables (7)