Dissecting repulsion linkage in the dwarfing gene Dw3 region for sorghum plant height provides insights into heterosis

Significance Heterosis, the better performance of hybrids over their parents, holds great economic and biological significance. Different theories have been proposed, but specific examples with detailed dissection are limited. If close linkage of alleles with opposite effects exists, the superiority of hybrids over inbreds is observed and may appear as overdominance at a single locus. We present a case of pseudo-overdominance generated by repulsion linkage between two quantitative trait loci in sorghum plant height. A combination of approaches were used: linkage mapping under a defined genetic background, genome-wide association study with a diversity panel, computer simulation, and designed crosses with selected genetic stocks. Our findings provide insights into heterosis and a tool box for plant breeders to develop ideal cultivars. Heterosis is a main contributor to yield increase in many crop species. Different mechanisms have been proposed for heterosis: dominance, overdominance, epistasis, epigenetics, and protein metabolite changes. However, only limited examples of molecular dissection and validation of these mechanisms are available. Here, we present an example of discovery and validation of heterosis generated by a combination of repulsion linkage and dominance. Using a recombinant inbred line population, a separate quantitative trait locus (QTL) for plant height (qHT7.1) was identified near the genomic region harboring the known auxin transporter Dw3 gene. With two loci having repulsion linkage between two inbreds, heterosis in the hybrid can appear as a single locus with an overdominance mode of inheritance (i.e., pseudo-overdominance). Individually, alleles conferring taller plant height exhibited complete dominance over alleles conferring shorter height. Detailed analyses of different height components demonstrated that qHT7.1 affects both the upper and lower parts of the plant, whereas Dw3 affects only the part below the flag leaf. Computer simulations show that repulsion linkage could influence QTL detection and estimation of effect in segregating populations. Guided by findings in linkage mapping, a genome-wide association study of plant height with a sorghum diversity panel pinpointed genomic regions underlying the trait variation, including Dw1, Dw2, Dw3, Dw4, and qHT7.1. Multilocus mixed model analysis confirmed the advantage of complex trait dissection using an integrated approach. Besides identifying a specific genetic example of heterosis, our research indicated that integrated molecular dissection of complex traits in different population types can enable plant breeders to fine tune the breeding process for crop production.

[1]  D. F. Jones,et al.  Dominance of Linked Factors as a Means of Accounting for Heterosis. , 1917, Proceedings of the National Academy of Sciences of the United States of America.

[2]  J. R. Quinby,et al.  Inheritance of Height in Sorghum1 , 1954 .

[3]  C. O. Gardner,et al.  Linkage and the Degree of Dominance of Genes Controlling Quantitative Characters in Maize1 , 1959 .

[4]  J. Quinby Manifestations of Hybrid Vigor in Sorghum 1 , 1963 .

[5]  H. F. Robinson,et al.  Estimates of Genetic Variances and Level of Dominance in Maize. , 1964, Genetics.

[6]  A. Dayton,et al.  Heterosis, Inbreeding Depression, and Heritability Estimates in a Systematic Series of Grain Sorghum Genotypes 1 , 1972 .

[7]  W. Russell,et al.  Recurrent Selection for Specific Combining Ability for Yield in Two Maize Populations 1 , 1973 .

[8]  S. K. Sinha,et al.  Physiological, Biochemical, and Genetic Basis of Heterosis , 1975 .

[9]  J. V. Gaud,et al.  Inheritance of height in sorghum , 1977 .

[10]  E. Pahlich,et al.  A rapid DNA isolation procedure for small quantities of fresh leaf tissue , 1980 .

[11]  E. Lander,et al.  Identification of genetic factors contributing to heterosis in a hybrid from two elite maize inbred lines using molecular markers. , 1992, Genetics.

[12]  J Li,et al.  Dominance is the major genetic basis of heterosis in rice as revealed by QTL analysis using molecular markers. , 1995, Genetics.

[13]  Cai-guo Xu,et al.  Importance of epistasis as the genetic basis of heterosis in an elite rice hybrid. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[14]  C. Stuber,et al.  Characterization of a Yield Quantitative Trait Locus on Chromosome Five of Maize by Fine Mapping , 1997 .

[15]  A. Paterson,et al.  Overdominant epistatic loci are the primary genetic basis of inbreeding depression and heterosis in rice. I. Biomass and grain yield. , 2001, Genetics.

[16]  D. Duvick Biotechnology in the 1930s: the development of hybrid maize , 2001, Nature Reviews Genetics.

[17]  D. Zamir Improving plant breeding with exotic genetic libraries , 2001, Nature Reviews Genetics.

[18]  Jinping Hua,et al.  Single-locus heterotic effects and dominance by dominance interactions can adequately explain the genetic basis of heterosis in an elite rice hybrid , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Gurmukh S Johal,et al.  Loss of an MDR Transporter in Compact Stalks of Maize br2 and Sorghum dw3 Mutants , 2003, Science.

[20]  S. Tanksley,et al.  Genetic diversity and its relationship to hybrid performance and heterosis in rice as revealed by PCR-based markers , 1996, Theoretical and Applied Genetics.

[21]  H. Piepho,et al.  Comparative expression profiling in meristems of inbred-hybrid triplets of maize based on morphological investigations of heterosis for plant height , 2006, Plant Molecular Biology.

[22]  Yingyin Yao,et al.  Gibberellins and heterosis of plant height in wheat (Triticum aestivum L.) , 2007, BMC Genetics.

[23]  H. Piepho,et al.  Heterosis for Biomass-Related Traits in Arabidopsis Investigated by Quantitative Trait Loci Analysis of the Triple Testcross Design With Recombinant Inbred Lines , 2007, Genetics.

[24]  Z. Lippman,et al.  Heterosis: revisiting the magic. , 2007, Trends in genetics : TIG.

[25]  B. Browning,et al.  Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. , 2007, American journal of human genetics.

[26]  H. Piepho,et al.  Genetic Basis of Heterosis for Growth-Related Traits in Arabidopsis Investigated by Testcross Progenies of Near-Isogenic Lines Reveals a Significant Role of Epistasis , 2007, Genetics.

[27]  Lanzhi Li,et al.  Dominance, Overdominance and Epistasis Condition the Heterosis in Two Heterotic Rice Hybrids , 2008, Genetics.

[28]  Stefano Lonardi,et al.  Efficient and Accurate Construction of Genetic Linkage Maps from the Minimum Spanning Tree of a Graph , 2008, PLoS genetics.

[29]  D. Jordan,et al.  The Effect of Tropical Sorghum Conversion and Inbred Development on Genome Diversity as Revealed by High-Resolution Genotyping , 2008 .

[30]  A. Melchinger,et al.  Quantitative Trait Loci Mapping and The Genetic Basis of Heterosis in Maize and Rice , 2008, Genetics.

[31]  Stephen Kresovich,et al.  Efficient Mapping of Plant Height Quantitative Trait Loci in a Sorghum Association Population With Introgressed Dwarfing Genes , 2008, Genetics.

[32]  William L. Rooney,et al.  Community Resources and Strategies for Association Mapping in Sorghum , 2008 .

[33]  S. Kresovich,et al.  Sweet Sorghum Genetic Diversity and Association Mapping for Brix and Height , 2009 .

[34]  D. Charlesworth,et al.  The genetics of inbreeding depression , 2009, Nature Reviews Genetics.

[35]  Thomas Lübberstedt,et al.  From dwarves to giants? Plant height manipulation for biomass yield. , 2009, Trends in plant science.

[36]  Nathan M. Springer,et al.  Heterosis Is Prevalent for Multiple Traits in Diverse Maize Germplasm , 2009, PloS one.

[37]  B. S. Dhillon,et al.  Dissection of the genetic basis of heterosis in an elite maize hybrid by QTL mapping in an immortalized F2 population , 2009, Theoretical and Applied Genetics.

[38]  N. Seetharama,et al.  Identification of quantitative trait loci for agronomically important traits and their association with genic-microsatellite markers in sorghum , 2009, Theoretical and Applied Genetics.

[39]  M. McMullen,et al.  Genetic Properties of the Maize Nested Association Mapping Population , 2009, Science.

[40]  A. Allison Genetic control of resistance to human malaria. , 2009, Current opinion in immunology.

[41]  J. Pedersen,et al.  Heterosis in Sweet Sorghum and Selection of a New Sweet Sorghum Hybrid for Use in Syrup Production in Appalachia , 2010 .

[42]  Peter J. Davies,et al.  PLANT HORMONES: Biosynthesis, Signal Transduction, Action , 2010 .

[43]  Zhiwu Zhang,et al.  Mixed linear model approach adapted for genome-wide association studies , 2010, Nature Genetics.

[44]  Dani Zamir,et al.  The flowering gene SINGLE FLOWER TRUSS drives heterosis for yield in tomato , 2010, Nature Genetics.

[45]  S. Goff A unifying theory for general multigenic heterosis: energy efficiency, protein metabolism, and implications for molecular breeding. , 2011, The New phytologist.

[46]  Zhao-Bang Zeng,et al.  Windows QTL Cartographer 2·5 , 2011 .

[47]  Robert J. Elshire,et al.  A Robust, Simple Genotyping-by-Sequencing (GBS) Approach for High Diversity Species , 2011, PloS one.

[48]  E. Fridman,et al.  Heterotic Trait Locus (HTL) Mapping Identifies Intra-Locus Interactions That Underlie Reproductive Hybrid Vigor in Sorghum bicolor , 2012, PloS one.

[49]  B. Mangin,et al.  The Genetic Basis of Heterosis: Multiparental Quantitative Trait Loci Mapping Reveals Contrasted Levels of Apparent Overdominance Among Traits of Agronomical Interest in Maize (Zea mays L.) , 2012, Genetics.

[50]  Meng Li,et al.  Genetics and population analysis Advance Access publication July 13, 2012 , 2012 .

[51]  C. T. Hash,et al.  Population genomic and genome-wide association studies of agroclimatic traits in sorghum , 2012, Proceedings of the National Academy of Sciences.

[52]  Jinping Hua,et al.  Genetic composition of yield heterosis in an elite rice hybrid , 2012, Proceedings of the National Academy of Sciences.

[53]  Bjarni J. Vilhjálmsson,et al.  An efficient multi-locus mixed model approach for genome-wide association studies in structured populations , 2012, Nature Genetics.

[54]  S. Kaeppler Heterosis: Many Genes, Many Mechanisms—End the Search for an Undiscovered Unifying Theory , 2012 .

[55]  Chengsong Zhu,et al.  Computer simulation in plant breeding , 2012 .

[56]  M. Tuinstra,et al.  Association Genetics Strategies and Resources , 2013 .

[57]  H. Upadhyaya,et al.  Association mapping of maturity and plant height using SNP markers with the sorghum mini core collection , 2013, Theoretical and Applied Genetics.

[58]  Z. Chen,et al.  Genomic and epigenetic insights into the molecular bases of heterosis , 2013, Nature Reviews Genetics.

[59]  R. Higgins,et al.  Retrospective genomic analysis of sorghum adaptation to temperate-zone grain production , 2013, Genome Biology.

[60]  Nathan M. Springer,et al.  Progress toward understanding heterosis in crop plants. , 2013, Annual review of plant biology.

[61]  W. Rooney,et al.  High-parent heterosis for biomass yield in photoperiod-sensitive sorghum hybrids , 2014 .

[62]  Guojing Shen,et al.  Dominance and epistasis are the main contributors to heterosis for plant height in rice. , 2014, Plant science : an international journal of experimental plant biology.

[63]  R. Higgins,et al.  Multiparental Mapping of Plant Height and Flowering Time QTL in Partially Isogenic Sorghum Families , 2014, G3: Genes, Genomes, Genetics.

[64]  Lei Zhang,et al.  Genomic analysis of hybrid rice varieties reveals numerous superior alleles that contribute to heterosis , 2015, Nature Communications.