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Metabolomics analysis reveals differences in evolution between maize and rice

Journal Article · · The Plant Journal
DOI:https://doi.org/10.1111/tpj.14856· OSTI ID:1637547
 [1];  [2];  [3];  [3];  [4];  [5];  [3];  [3]
  1. College of Agronomy Hunan Agricultural University Changsha Hunan 410128 China, National Key Laboratory of Crop Genetic Improvement Huazhong Agricultural University Wuhan 430070 China
  2. National Key Laboratory of Wheat and Maize Crops Science College of Agronomy Henan Agricultural University Zhengzhou 450002 China
  3. National Key Laboratory of Crop Genetic Improvement Huazhong Agricultural University Wuhan 430070 China
  4. Key Laboratory of Horticultural Plant Biology (Ministry of Education) Huazhong Agricultural University Wuhan 430070 China
  5. College of Agronomy Hunan Agricultural University Changsha Hunan 410128 China
SUMMARY

Metabolites are the intermediate and final products of metabolism, which play essential roles in plant growth, evolution and adaptation to changing climates. However, it is unclear how evolution contributes to metabolic variation in plants. Here, we investigated the metabolomics data from leaf and seed tissues in maize and rice. Using principal components analysis based on leaf metabolites but not seed metabolites, metabolomics data could be clearly separated for rice Indica and Japonica accessions, while two maize subgroups, temperate and tropical, showed more visible admixture. Rice and maize seed exhibited significant interspecific differences in metabolic variation, while within rice, leaf and seed displayed similar metabolic variations. Among 10 metabolic categories, flavonoids had higher variation in maize than rice, indicating flavonoids are a key constituent of interspecific metabolic divergence. Interestingly, metabolic regulation was also found to be reshaped dramatically from positive to negative correlations, indicative of the differential evolutionary processes in maize and rice. Moreover, perhaps due to this divergence significantly more metabolic interactions were identified in rice than maize. Furthermore, in rice, the leaf was found to harbor much more intense metabolic interactions than the seed. Our result suggests that metabolomes are valuable for tracking evolutionary history, thereby complementing and extending genomic insights concerning which features are responsible for interspecific differentiation in maize and rice.

Sponsoring Organization:
USDOE
OSTI ID:
1637547
Journal Information:
The Plant Journal, Journal Name: The Plant Journal Journal Issue: 5 Vol. 103; ISSN 0960-7412
Publisher:
Wiley-BlackwellCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (69)

The flavonoid biosynthetic pathway in plants: Function and evolution journal February 1994
Combining Genomics, Metabolome Analysis, and Biochemical Modelling to Understand Metabolic Networks journal January 2001
Metabolomics: Current technologies and future trends journal September 2006
Molecular characterization of CIMMYT maize inbred lines with genotyping-by-sequencing SNPs journal February 2016
Characterization of a global germplasm collection and its potential utilization for analysis of complex quantitative traits in maize journal September 2010
Application of NMR based metabolomics for mapping metabolite variation in European wheat journal January 2009
Metabolic map of mature maize kernels journal January 2014
GC–MS based targeted metabolic profiling identifies changes in the wheat metabolome following deoxynivalenol treatment journal September 2014
Consilience of genetics and archaeobotany in the entangled history of rice journal June 2010
Metabolomics: from pattern recognition to biological interpretation journal November 2005
Metabolomic networks in plants: Transitions from pattern recognition to biological interpretation journal February 2006
The Molecular Genetics of Crop Domestication journal December 2006
Impairment of hormone pathways results in a general disturbance of fruit primary metabolism in tomato journal February 2019
Spatiotemporal Distribution of Phenolamides and the Genetics of Natural Variation of Hydroxycinnamoyl Spermidine in Rice journal January 2015
Genomic, Transcriptomic, and Phenomic Variation Reveals the Complex Adaptation of Modern Maize Breeding journal June 2015
Metabolomics, a novel tool for studies of nutrition, metabolism and lipid dysfunction journal December 2009
Genetical metabolomics: closing in on phenotypes journal April 2009
Genetic analysis of metabolome–phenotype interactions: from model to crop species journal January 2013
Flavonoid transport mechanisms: how to go, and with whom journal September 2015
Metabolomics – the link between genotypes and phenotypes journal January 2002
A functional genomics strategy that uses metabolome data to reveal the phenotype of silent mutations journal January 2001
The nature of selection during plant domestication journal February 2009
A map of rice genome variation reveals the origin of cultivated rice journal October 2012
Comparative analyses of C4 and C3 photosynthesis in developing leaves of maize and rice journal October 2014
Comparative and parallel genome-wide association studies for metabolic and agronomic traits in cereals journal October 2016
Metabolome-based genome-wide association study of maize kernel leads to novel biochemical insights journal March 2014
Comparative population genomics of maize domestication and improvement journal June 2012
Genome-wide association analyses provide genetic and biochemical insights into natural variation in rice metabolism journal June 2014
Japonica rice carried to, not from, Southeast Asia journal November 2008
Three geographically separate domestications of Asian rice journal November 2015
Rice domestication occurred through single origin and multiple introgressions journal December 2015
The maize leaf lipidome shows multilevel genetic control and high predictive value for agronomic traits journal August 2013
Metabolic variation between japonica and indica rice cultivars as revealed by non-targeted metabolomics journal May 2014
A single domestication for maize shown by multilocus microsatellite genotyping journal April 2002
Organization of the prolamin gene family provides insight into the evolution of the maize genome and gene duplications in grass species journal September 2008
Genetic signals of origin, spread, and introgression in a large sample of maize landraces journal December 2010
Molecular evidence for a single evolutionary origin of domesticated rice journal May 2011
Genome-wide association mapping of leaf metabolic profiles for dissecting complex traits in maize journal May 2012
Archaeological and genetic insights into the origins of domesticated rice journal April 2014
Genetic analysis of the metabolome exemplified using a rice population journal November 2013
Finding Plant Domestication in the Indian Subcontinent journal October 2011
The Influence of Fruit Load on the Tomato Pericarp Metabolome in a Solanum chmielewskii Introgression Line Population journal September 2010
Genome-Wide Association in Tomato Reveals 44 Candidate Loci for Fruit Metabolic Traits journal June 2014
Biochemical Networks and Epistasis Shape the Arabidopsis thaliana Metabolome journal May 2008
Seventy Million Years of Concerted Evolution of a Homoeologous Chromosome Pair, in Parallel, in Major Poaceae Lineages journal January 2011
Identification and Mode of Inheritance of Quantitative Trait Loci for Secondary Metabolite Abundance in Tomato journal March 2015
Genetic Determinants of the Network of Primary Metabolism and Their Relationships to Plant Performance in a Maize Recombinant Inbred Line Population journal July 2015
Identification and Characterization of Maize salmon silks Genes Involved in Insecticidal Maysin Biosynthesis journal May 2016
Metabolome-Scale Genome-Wide Association Studies Reveal Chemical Diversity and Genetic Control of Maize Specialized Metabolites journal March 2019
Evolutionary Metabolomics Identifies Substantial Metabolic Divergence between Maize and Its Wild Ancestor, Teosinte journal June 2019
Identification of metabolic and biomass QTL in Arabidopsis thaliana in a parallel analysis of RIL and IL populations: Metabolic and biomass QTL in Arabidopsis journal November 2007
Dissection of genotype-phenotype associations in rice grains using metabolome quantitative trait loci analysis: Metabolome QTL analysis of rice grain journal February 2012
Association genetics of the loblolly pine (Pinus taeda, Pinaceae) metabolome journal November 2011
Patterns and processes in crop domestication: an historical review and quantitative analysis of 203 global food crops: Tansley review journal August 2012
Seed metabolomic study reveals significant metabolite variations and correlations among different soybean cultivars: Metabolomic study of mature soybean seeds journal August 2014
A common metabolomic signature is observed upon inoculation of rice roots with various rhizobacteria journal May 2019
Metabolome-genome-wide association study dissects genetic architecture for generating natural variation in rice secondary metabolism journal November 2014
Combined correlation-based network and mQTL analyses efficiently identified loci for branched-chain amino acid, serine to threonine, and proline metabolism in tomato seeds journal December 2014
Large‐scale metabolite quantitative trait locus analysis provides new insights for high‐quality maize improvement journal April 2019
Mining the Biodiversity of Plants: A Revolution in the Making journal June 2012
Metabolomics for Functional Genomics, Systems Biology, and Biotechnology journal June 2010
Integrative analyses of genetic variation in enzyme activities of primary carbohydrate metabolism reveal distinct modes of regulation in Arabidopsis thaliana journal January 2008
Combining Genome-Wide Association Mapping and Transcriptional Networks to Identify Novel Genes Controlling Glucosinolates in Arabidopsis thaliana journal August 2011
Metabolic Profiling of a Mapping Population Exposes New Insights in the Regulation of Seed Metabolism and Seed, Fruit, and Plant Relations journal March 2012
Relaxed Significance Criteria for Linkage Analysis journal June 2006
Metabolomics- and Proteomics-Assisted Genome Annotation and Analysis of the Draft Metabolic Network of Chlamydomonas reinhardtii journal May 2008
Selection During Maize Domestication Targeted a Gene Network Controlling Plant and Inflorescence Architecture journal July 2017
The evolution of phenylpropanoid metabolism in the green lineage journal December 2012
Cytoplasmic genetic variation and extensive cytonuclear interactions influence natural variation in the metabolome journal October 2013

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