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Transcriptome Analysis of Interspecific Hybrid between Brassica napus and B. rapa Reveals Heterosis for Oil Rape Improvement. Int J Genomics 2015; 2015:230985. [PMID: 26448924 PMCID: PMC4581553 DOI: 10.1155/2015/230985] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Revised: 08/03/2015] [Accepted: 08/05/2015] [Indexed: 12/02/2022] Open
Abstract
The hybrid between Brassica napus and B. rapa displays obvious heterosis in both growth performance and stress tolerances. A comparative transcriptome analysis for B. napus (AnAnCC genome), B. rapa (ArAr genome), and its hybrid F1 (AnArC genome) was carried out to reveal the possible molecular mechanisms of heterosis at the gene expression level. A total of 40,320 nonredundant unigenes were identified using B. rapa (AA genome) and B. oleracea (CC genome) as reference genomes. A total of 6,816 differentially expressed genes (DEGs) were mapped in the A and C genomes with 4,946 DEGs displayed nonadditively by comparing the gene expression patterns among the three samples. The coexistence of nonadditive DEGs including high-parent dominance, low-parent dominance, overdominance, and underdominance was observed in the gene action modes of F1 hybrid, which were potentially related to the heterosis. The coexistence of multiple gene actions in the hybrid was observed and provided a list of candidate genes and pathways for heterosis. The expression bias of transposable element-associated genes was also observed in the hybrid compared to their parents. The present study could be helpful for the better understanding of the determination and regulation of mechanisms of heterosis to aid Brassica improvement.
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Dapp M, Reinders J, Bédiée A, Balsera C, Bucher E, Theiler G, Granier C, Paszkowski J. Heterosis and inbreeding depression of epigenetic Arabidopsis hybrids. NATURE PLANTS 2015; 1:15092. [PMID: 27250257 DOI: 10.1038/nplants.2015.92] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 06/03/2015] [Indexed: 05/09/2023]
Abstract
We have addressed the possible epigenetic contribution to heterosis using epigenetic inbred lines (epiRILs) with varying levels and distributions of DNA methylation. One line consistently displayed parent-of-origin heterosis for growth-related traits. Genome-wide transcription profiling followed by a candidate gene approach revealed 33 genes with altered regulation in crosses of this line that could contribute to the observed heterosis. Although none of the candidate genes could explain hybrid vigour, we detected intriguing, hybrid-specific transcriptional regulation of the RPP5 gene, encoding a growth suppressor. RPP5 displayed intermediate transcript levels in heterotic hybrids; surprisingly however, with global loss of fitness of their F2 progeny, we observed striking under-representation of the hybrid-like intermediate levels. Thus, in addition to genetic factors contributing to heterosis, our results strongly suggest that epigenetic diversity and epigenetic regulation of transcription play a role in hybrid vigour and inbreeding depression, and also in the absence of parental genetic diversity.
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Affiliation(s)
- Mélanie Dapp
- Department of Plant Biology, University of Geneva, Sciences III, Geneva 4 CH-1211, Switzerland
| | - Jon Reinders
- Department of Plant Biology, University of Geneva, Sciences III, Geneva 4 CH-1211, Switzerland
| | - Alexis Bédiée
- LEPSE unit, Campus INRA/Montpellier SupAgro, Montpellier 34060, France
| | - Crispulo Balsera
- LEPSE unit, Campus INRA/Montpellier SupAgro, Montpellier 34060, France
| | - Etienne Bucher
- Department of Plant Biology, University of Geneva, Sciences III, Geneva 4 CH-1211, Switzerland
| | - Gregory Theiler
- Department of Plant Biology, University of Geneva, Sciences III, Geneva 4 CH-1211, Switzerland
| | - Christine Granier
- LEPSE unit, Campus INRA/Montpellier SupAgro, Montpellier 34060, France
| | - Jerzy Paszkowski
- Department of Plant Biology, University of Geneva, Sciences III, Geneva 4 CH-1211, Switzerland
- The Sainsbury Laboratory, University of Cambridge, Cambridge CB2 1LR, UK
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Wang H, Fang Y, Wang L, Zhu W, Ji H, Wang H, Xu S, Sima Y. Heterosis and differential gene expression in hybrids and parents in Bombyx mori by digital gene expression profiling. Sci Rep 2015; 5:8750. [PMID: 25736158 PMCID: PMC4348626 DOI: 10.1038/srep08750] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 02/02/2015] [Indexed: 11/09/2022] Open
Abstract
Heterosis is a concern to all breeders, but the mechanism of heterosis remains unknown. In F1 organisms, genetic material is inherited from the two parents and theoretically, heterosis might be caused by differences in gene expression or modification. Differential gene expression was analyzed in hybrids and parents in Bombyx mori. The results showed that there were significant changes in gene expression in the fat body involving biological regulation, cellular and metabolic processes. Consistent trends in expression patterns covering different hybrid combinations were seen in 74 genes. Moreover, these differential gene expression patterns included overdominance, dominance, and additive effects. By correlating these patterns with economic traits, a potential relationship was found. Differential gene expression was seen in different cross combinations and in different sexes. In addition, a regulatory mechanism involving metabolism and ErbB signaling pathways was also found, suggesting that such a network might also be related to heterosis in Bombyx mori. Together, our data provide a comprehensive overview and useful resource for transcriptional analysis of heterosis of Bombyx mori.
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Affiliation(s)
- Hua Wang
- 1] Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China [2] Department of Cell Biology and Genetics, College of Life Sciences, Nankai University, Tianjin 300071, China
| | - Yan Fang
- 1] Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China [2] Department of Immunology, Nankai University School of Medicine, Tianjin 300071, China
| | - Lipeng Wang
- Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China
| | - Wenjuan Zhu
- Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China
| | - Haipeng Ji
- Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China
| | - Haiying Wang
- Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China
| | - Shiqing Xu
- 1] Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China [2] National Engineering Laboratory for Modern Silk, Soochow University, Suzhou 215123, China
| | - Yanghu Sima
- 1] Department of Applied Biology, School of Biology and Basic Medical Sciences, Medical College of Soochow University, Suzhou 215123, China [2] National Engineering Laboratory for Modern Silk, Soochow University, Suzhou 215123, China
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54
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Shen G, Hu W, Zhang B, Xing Y. The regulatory network mediated by circadian clock genes is related to heterosis in rice. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2015; 57:300-312. [PMID: 25040350 DOI: 10.1111/jipb.12240] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2014] [Accepted: 07/07/2014] [Indexed: 06/03/2023]
Abstract
Exploitation of heterosis in rice (Oryza sativa L.) has contributed greatly to global food security. In this study, we generated three sets of reciprocal F1 hybrids of indica and japonica subspecies to evaluate the relationship between yield heterosis and the circadian clock. There were no differences in trait performance or heterosis between the reciprocal hybrids, indicating no maternal effects on heterosis. The indica-indica and indica-japonica reciprocal F1 hybrids exhibited pronounced heterosis for chlorophyll and starch content in leaves and for grain yield/biomass. In contrast, the japonica-japonica F1 hybrids showed low heterosis. The three circadian clock genes investigated expressed in an above-high-parent pattern (AHP) at seedling stage in all the hybrids. The five genes downstream of the circadian clock, and involved in chlorophyll and starch metabolic pathways, were expressed in AHP in hybrids with strong better-parent heterosis (BPH). Similarly, three of these five genes in the japonica-japonica F1 hybrids showing low BPH were expressed in positive overdominance, but the other two genes were expressed in additive or negative overdominance. These results indicated that the expression patterns of circadian clock genes and their downstream genes are associated with heterosis, which suggests that the circadian rhythm pathway may be related to heterosis in rice.
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Affiliation(s)
- Guojing Shen
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Huazhong Agricultural University, Wuhan, 430070, China
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55
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Genome-wide transcriptome profiles of rice hybrids and their parents. Int J Mol Sci 2014; 15:20833-45. [PMID: 25402644 PMCID: PMC4264198 DOI: 10.3390/ijms151120833] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 10/11/2014] [Accepted: 11/03/2014] [Indexed: 01/29/2023] Open
Abstract
Heterosis is a widely studied phenomenon in several plant species. However, its genetic basis still remains to be elucidated. In this study, we used RNA-seq data from two rice genotypes and their reciprocal hybrids, and used a combination of transcriptome profiling and allele-specific expression analysis to identify genes that are differentially expressed in the hybrids and their parents or expressed in an allele-specific manner. The differentially expressed genes (DEGs) were identified by a pairwise comparison of the four genotypes. Detailed annotation of DEGs suggested that these genes showed enrichment in some gene ontology categories, and they tend to have tissue-specific expression patterns compared to all genes. A total of 1033 (10.24%) of 10,195 genes with informative single nucleotide polymorphism (SNPs) were identified as ASE genes. These allele-specific expessed (ASE) genes showed a broader expression breadth suggesting that they function in diverse developmental stages. Among 1033 ASE genes, we also identified 45 ASE transcription factors belonging to 17 transcription factor families. These ASE transcription factors may act in trans to regulate gene expression in filial 1 (F1) hybrids. Our analyses provide a comprehensive transcriptome profile of rice hybrids and their parents, and would be a useful resource for the rice research community.
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Zhang L, Peng Y, Wei X, Dai Y, Yuan D, Lu Y, Pan Y, Zhu Z. Small RNAs as important regulators for the hybrid vigour of super-hybrid rice. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:5989-6002. [PMID: 25129133 PMCID: PMC4203131 DOI: 10.1093/jxb/eru337] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Heterosis is an important biological phenomenon; however, the role of small RNA (sRNA) in heterosis of hybrid rice remains poorly described. Here, we performed sRNA profiling of F1 super-hybrid rice LYP9 and its parents using high-throughput sequencing technology, and identified 355 distinct mature microRNAs and trans-acting small interfering RNAs, 69 of which were differentially expressed sRNAs (DES) between the hybrid and the mid-parental value. Among these, 34 DES were predicted to target 176 transcripts, of which 112 encoded 94 transcription factors. Further analysis showed that 67.6% of DES expression levels were negatively correlated with their target mRNAs either in flag leaves or panicles. The target genes of DES were significantly enriched in some important biological processes, including the auxin signalling pathway, in which existed a regulatory network mediated by DES and their targets, closely associated with plant growth and development. Overall, 20.8% of DES and their target genes were significantly enriched in quantitative trait loci of small intervals related to important rice agronomic traits including growth vigour, grain yield, and plant architecture, suggesting that the interaction between sRNAs and their targets contributes to the heterotic phenotypes of hybrid rice. Our findings revealed that sRNAs might play important roles in hybrid vigour of super-hybrid rice by regulating their target genes, especially in controlling the auxin signalling pathway. The above finding provides a novel insight into the molecular mechanism of heterosis.
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Affiliation(s)
- Lei Zhang
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Yonggang Peng
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Xiaoli Wei
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Yan Dai
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Dawei Yuan
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Yufei Lu
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Yangyang Pan
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
| | - Zhen Zhu
- State Key Laboratory of Plant Genomics and National Centre for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, No. 1 West Beichen Road, Chaoyang District, Beijing 100101, PR China
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57
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Ding H, Qin C, Luo X, Li L, Chen Z, Liu H, Gao J, Lin H, Shen Y, Zhao M, Lübberstedt T, Zhang Z, Pan G. Heterosis in early maize ear inflorescence development: a genome-wide transcription analysis for two maize inbred lines and their hybrid. Int J Mol Sci 2014; 15:13892-915. [PMID: 25116687 PMCID: PMC4159830 DOI: 10.3390/ijms150813892] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2014] [Revised: 07/01/2014] [Accepted: 07/02/2014] [Indexed: 12/15/2022] Open
Abstract
Heterosis, or hybrid vigor, contributes to superior agronomic performance of hybrids compared to their inbred parents. Despite its importance, little is known about the genetic and molecular basis of heterosis. Early maize ear inflorescences formation affects grain yield, and are thus an excellent model for molecular mechanisms involved in heterosis. To determine the parental contributions and their regulation during maize ear-development-genesis, we analyzed genome-wide digital gene expression profiles in two maize elite inbred lines (B73 and Mo17) and their F1 hybrid using deep sequencing technology. Our analysis revealed 17,128 genes expressed in these three genotypes and 22,789 genes expressed collectively in the present study. Approximately 38% of the genes were differentially expressed in early maize ear inflorescences from heterotic cross, including many transcription factor genes and some presence/absence variations (PAVs) genes, and exhibited multiple modes of gene action. These different genes showing differential expression patterns were mainly enriched in five cellular component categories (organelle, cell, cell part, organelle part and macromolecular complex), five molecular function categories (structural molecule activity, binding, transporter activity, nucleic acid binding transcription factor activity and catalytic activity), and eight biological process categories (cellular process, metabolic process, biological regulation, regulation of biological process, establishment of localization, cellular component organization or biogenesis, response to stimulus and localization). Additionally, a significant number of genes were expressed in only one inbred line or absent in both inbred lines. Comparison of the differences of modes of gene action between previous studies and the present study revealed only a small number of different genes had the same modes of gene action in both maize seedlings and ear inflorescences. This might be an indication that in different tissues or developmental stages, different global expression patterns prevail, which might nevertheless be related to heterosis. Our results support the hypotheses that multiple molecular mechanisms (dominance and overdominance modes) contribute to heterosis.
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Affiliation(s)
- Haiping Ding
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Cheng Qin
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
- Zunyi Academy of Agricultural Sciences, Zunyi 563102, China; E-Mail:
| | - Xirong Luo
- Zunyi Academy of Agricultural Sciences, Zunyi 563102, China; E-Mail:
| | - Lujiang Li
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Zhe Chen
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Hongjun Liu
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Jian Gao
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Haijian Lin
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Yaou Shen
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
| | - Maojun Zhao
- Life Science College, Sichuan Agricultural University, Ya’an 625014, China; E-Mail:
| | - Thomas Lübberstedt
- Department of Agronomy, Iowa State University, Ames, IA 50011, USA; E-Mail:
| | - Zhiming Zhang
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
- Authors to whom correspondence should be addressed; E-Mails: (Z.Z.); (G.P.); Tel.: +86-28-8629-0917 (G.P.); Fax: +86-28-8629-0916 (G.P.)
| | - Guangtang Pan
- Maize Research Institute of Sichuan Agricultural University/Key Laboratory of Biology and Genetic Improvement of Maize in Southwest Region, Ministry of Agriculture, Chengdu 611130, China; E-Mails: (H.D.); ; (C.Q.); (L.L.); (Z.C.); (H.L.); (J.G.); (H.L.); (Y.S.)
- Authors to whom correspondence should be addressed; E-Mails: (Z.Z.); (G.P.); Tel.: +86-28-8629-0917 (G.P.); Fax: +86-28-8629-0916 (G.P.)
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Fu D, Xiao M, Hayward A, Jiang G, Zhu L, Zhou Q, Li J, Zhang M. What is crop heterosis: new insights into an old topic. J Appl Genet 2014; 56:1-13. [PMID: 25027629 DOI: 10.1007/s13353-014-0231-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Revised: 06/28/2014] [Accepted: 07/01/2014] [Indexed: 01/09/2023]
Abstract
Heterosis (or hybrid vigor) refers to a natural phenomenon whereby hybrid offspring of genetically diverse individuals out-perform their parents in multiple traits including yield, adaptability and resistances to biotic and abiotic stressors. Innovations in technology and research continue to clarify the mechanisms underlying crop heterosis, however the intrinsic relationship between the biological basis of heterosis remain unclear. In this review, we aim to provide insight into the molecular genetic basis of heterosis by presenting recent advances in the 'omics' of heterosis and the role of non-coding regions, particularly in relation to energy-use efficiency. We propose that future research should focus on integrating the expanding datasets from different species and hybrid combinations, to mine key heterotic genes and unravel interactive 'omics' networks associated with heterosis. Improved understanding of heterosis and the biological basis for its manipulation in agriculture should help to streamline its use in enhancing crop productivity.
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Affiliation(s)
- Donghui Fu
- The Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, Agronomy College, Jiangxi Agricultural University, Nanchang, 330045, China,
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Pärnik T, Ivanova H, Keerberg O, Vardja R, Niinemets U. Tree age-dependent changes in photosynthetic and respiratory CO2 exchange in leaves of micropropagated diploid, triploid and hybrid aspen. TREE PHYSIOLOGY 2014; 34:585-594. [PMID: 24898219 DOI: 10.1093/treephys/tpu043] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The growth rate of triploid European aspen (Populus tremula L.) and hybrid aspen (P. tremula × Populus tremuloides Michx.) significantly exceeds that of diploid aspen, but the underlying physiological controls of the superior growth rates of these genotypes are not known. We tested the hypothesis that the superior growth rate of triploid and hybrid aspen reflects their greater net photosynthesis rate. Micropropagated clonal plants varying in age from 2.5 to 19 months were used to investigate the ploidy and plant age interaction. The quantum yield of net CO2 fixation (Φ) in leaves of young 2.5-month-old hybrid aspen was lower than that of diploid and triploid trees. However, Φ in 19-month-old hybrid aspen was equal to that in triploid aspen and higher than that in diploid aspen. Φ and the rate of light-saturated net photosynthesis (ANS) increased with plant age, largely due to higher leaf dry mass per unit area in older plants. ANS in leaves of 19-month-old trees was highest in hybrid, medium in triploid and lowest in diploid aspen. Light-saturated photosynthesis had a broad temperature optimum between 20 and 35 °C. Rate of respiration in the dark (RDS) did not vary among the genotypes in 2.5-month-old plants, and the shape of the temperature response was also similar. RDS increased with plant age, but RDS was still not significantly different among the leaves of 19-month-old diploid and triploid aspen, but it was significantly lower in leaves of 19-month-old hybrid plants. The initial differences in the growth of plants with different ploidy were minor up to the age of 19 months, but during the next 2 years, the growth rate of hybrid aspen exceeded that of triploid plants by 2.7 times and of diploid plants by five times, in line with differences in ANS of 19-month-old plants of these species. It is suggested that differences in photosynthesis and growth became more pronounced with tree aging, indicating that ontogeny plays a key role in the expression of superior traits determining the productivity of given genotypes.
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Affiliation(s)
- Tiit Pärnik
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 1, 51014 Tartu, Estonia
| | - Hiie Ivanova
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 1, 51014 Tartu, Estonia
| | - Olav Keerberg
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 1, 51014 Tartu, Estonia
| | - Rael Vardja
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 1, 51014 Tartu, Estonia
| | - Ulo Niinemets
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 1, 51014 Tartu, Estonia
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60
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Offermann S, Peterhansel C. Can we learn from heterosis and epigenetics to improve photosynthesis? CURRENT OPINION IN PLANT BIOLOGY 2014; 19:105-10. [PMID: 24912124 DOI: 10.1016/j.pbi.2014.05.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2013] [Revised: 03/26/2014] [Accepted: 05/06/2014] [Indexed: 05/19/2023]
Abstract
Heterosis is the increase in fitness and yield of F1 hybrids derived from a cross between distantly related genotypes. The use of heterosis is one of the most successful crop breeding strategies, but the underlying molecular mechanisms are still poorly defined. There is ample evidence that heterosis is associated with increased rates of photosynthesis and recent analyses have shed light on the underlying biochemical principles. In parallel, the importance of epigenetic chromatin modifications in heterosis has now been established. The first direct links between epigenetic changes and improved photosynthesis have also been demonstrated. As epigenetic engineering is now possible, we discuss the feasibility of altering the epigenetic code to enhance photosynthesis.
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Affiliation(s)
- Sascha Offermann
- Leibniz-University Hannover, Institute of Botany, Herrenhaeuser Strasse 2, 30419 Hannover, Germany
| | - Christoph Peterhansel
- Leibniz-University Hannover, Institute of Botany, Herrenhaeuser Strasse 2, 30419 Hannover, Germany.
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61
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Ng DWK, Miller M, Yu HH, Huang TY, Kim ED, Lu J, Xie Q, McClung CR, Chen ZJ. A Role for CHH Methylation in the Parent-of-Origin Effect on Altered Circadian Rhythms and Biomass Heterosis in Arabidopsis Intraspecific Hybrids. THE PLANT CELL 2014; 26:2430-2440. [PMID: 24894042 PMCID: PMC4114943 DOI: 10.1105/tpc.113.115980] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Hybrid plants and animals often show increased levels of growth and fitness, a phenomenon known as hybrid vigor or heterosis. Circadian rhythms optimize physiology and metabolism in plants and animals. In plant hybrids and polyploids, expression changes of the genes within the circadian regulatory network, such as CIRCADIAN CLOCK ASSOCIATED1 (CCA1), lead to heterosis. However, the relationship between allelic CCA1 expression and heterosis has remained elusive. Here, we show a parent-of-origin effect on altered circadian rhythms and heterosis in Arabidopsis thaliana F1 hybrids. This parent-of-origin effect on biomass heterosis correlates with altered CCA1 expression amplitudes, which are associated with methylation levels of CHH (where H = A, T, or C) sites in the promoter region. The direction of rhythmic expression and hybrid vigor is reversed in reciprocal F1 crosses involving mutants that are defective in the RNA-directed DNA methylation pathway (argonaute4 and nuclear RNA polymerase D1a) but not in the maintenance methylation pathway (methyltransferase1 and decrease in DNA methylation1). This parent-of-origin effect on circadian regulation and heterosis is established during early embryogenesis and maintained throughout growth and development.
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Affiliation(s)
- Danny W-K Ng
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159 Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong
| | - Marisa Miller
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159
| | - Helen H Yu
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159
| | - Tien-Yu Huang
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159
| | - Eun-Deok Kim
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159
| | - Jie Lu
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159
| | - Qiguang Xie
- Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire 03755-3563
| | - C Robertson McClung
- Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire 03755-3563
| | - Z Jeffrey Chen
- Department of Molecular Biosciences, Center for Computational Biology and Bioinformatics and Institute for Cellular and Molecular Biology, University of Texas, Austin, Texas 78712-0159 State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
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Venu RC, Ma J, Jia Y, Liu G, Jia MH, Nobuta K, Sreerekha MV, Moldenhauer K, McClung AM, Meyers BC, Wang GL. Identification of candidate genes associated with positive and negative heterosis in rice. PLoS One 2014; 9:e95178. [PMID: 24743656 PMCID: PMC3990613 DOI: 10.1371/journal.pone.0095178] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 03/24/2014] [Indexed: 12/25/2022] Open
Abstract
To identify the genes responsible for yield related traits, and heterosis, massively parallel signature sequencing (MPSS) libraries were constructed from leaves, roots and meristem tissues from the two parents, 'Nipponbare' and '93-11', and their F1 hybrid. From the MPSS libraries, 1-3 million signatures were obtained. Using cluster analysis, commonly and specifically expressed genes in the parents and their F1 hybrid were identified. To understand heterosis in the F1 hybrid, the differentially expressed genes in the F1 hybrid were mapped to yield related quantitative trait loci (QTL) regions using a linkage map constructed from 131 polymorphic simple sequence repeat markers with 266 recombinant inbred lines derived from a cross between Nipponbare and 93-11. QTLs were identified for yield related traits including days to heading, plant height, plant type, number of tillers, main panicle length, number of primary branches per main panicle, number of kernels per main panicle, total kernel weight per main panicle, 1000 grain weight and total grain yield per plant. Seventy one QTLs for these traits were mapped, of which 3 QTLs were novel. Many highly expressed chromatin-related genes in the F1 hybrid encoding histone demethylases, histone deacetylases, argonaute-like proteins and polycomb proteins were located in these yield QTL regions. A total of 336 highly expressed transcription factor (TF) genes belonging to 50 TF families were identified in the yield QTL intervals. These findings provide the starting genomic materials to elucidate the molecular basis of yield related traits and heterosis in rice.
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Affiliation(s)
- R. C. Venu
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
- Rice Research and Extension Center, University of Arkansas Division of Agriculture, Stuttgart, Arkansas, United States of America
- Department of Plant Pathology, Ohio State University, Columbus, Ohio, United States of America
| | - Jianbing Ma
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
- Rice Research and Extension Center, University of Arkansas Division of Agriculture, Stuttgart, Arkansas, United States of America
| | - Yulin Jia
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
- * E-mail:
| | - Guangjie Liu
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
- Rice Research and Extension Center, University of Arkansas Division of Agriculture, Stuttgart, Arkansas, United States of America
| | - Melissa H. Jia
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
| | - Kan Nobuta
- Delaware Biotechnology Institute, University of Delaware, Newark, Delaware, United States of America
| | - M. V. Sreerekha
- Department of Plant Pathology, Ohio State University, Columbus, Ohio, United States of America
| | - Karen Moldenhauer
- Rice Research and Extension Center, University of Arkansas Division of Agriculture, Stuttgart, Arkansas, United States of America
| | - Anna M. McClung
- Dale Bumpers National Rice Research Center (DB NRRC), Agricultural Research Service, United States Department of Agriculture (USDA-ARS), Stuttgart, Arkansas, United States of America
| | - Blake C. Meyers
- Delaware Biotechnology Institute, University of Delaware, Newark, Delaware, United States of America
| | - Guo-Liang Wang
- Department of Plant Pathology, Ohio State University, Columbus, Ohio, United States of America
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63
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Peng Y, Wei G, Zhang L, Liu G, Wei X, Zhu Z. Comparative transcriptional profiling of three super-hybrid rice combinations. Int J Mol Sci 2014; 15:3799-815. [PMID: 24595241 PMCID: PMC3975368 DOI: 10.3390/ijms15033799] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Revised: 02/17/2014] [Accepted: 02/17/2014] [Indexed: 12/15/2022] Open
Abstract
Utilization of heterosis has significantly increased rice yields. However, its mechanism remains unclear. In this study, comparative transcriptional profiles of three super-hybrid rice combinations, LY2163, LY2186 and LYP9, at the flowering and filling stages, were created using rice whole-genome oligonucleotide microarray. The LY2163, LY2186 and LYP9 hybrids yielded 1193, 1630 and 1046 differentially expressed genes (DGs), accounting for 3.2%, 4.4% and 2.8% of the total number of genes (36,926), respectively, after using the z-test (p < 0.01). Functional category analysis showed that the DGs in each hybrid combination were mainly classified into the carbohydrate metabolism and energy metabolism categories. Further analysis of the metabolic pathways showed that DGs were significantly enriched in the carbon fixation pathway (p < 0.01) for all three combinations. Over 80% of the DGs were located in rice quantitative trait loci (QTLs) of the Gramene database, of which more than 90% were located in the yield related QTLs in all three combinations, which suggested that there was a correlation between DGs and rice heterosis. Pathway Studio analysis showed the presence of DGs in the circadian regulatory network of all three hybrid combinations, which suggested that the circadian clock had a role in rice heterosis. Our results provide information that can help to elucidate the molecular mechanism underlying rice heterosis.
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Affiliation(s)
- Yonggang Peng
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Gang Wei
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Lei Zhang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Guozhen Liu
- Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 101300, China.
| | - Xiaoli Wei
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Zhen Zhu
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China.
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64
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Huang X, Han B. Natural variations and genome-wide association studies in crop plants. ANNUAL REVIEW OF PLANT BIOLOGY 2014; 65:531-51. [PMID: 24274033 DOI: 10.1146/annurev-arplant-050213-035715] [Citation(s) in RCA: 360] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Natural variants of crops are generated from wild progenitor plants under both natural and human selection. Diverse crops that are able to adapt to various environmental conditions are valuable resources for crop improvements to meet the food demands of the increasing human population. With the completion of reference genome sequences, the advent of high-throughput sequencing technology now enables rapid and accurate resequencing of a large number of crop genomes to detect the genetic basis of phenotypic variations in crops. Comprehensive maps of genome variations facilitate genome-wide association studies of complex traits and functional investigations of evolutionary changes in crops. These advances will greatly accelerate studies on crop designs via genomics-assisted breeding. Here, we first discuss crop genome studies and describe the development of sequencing-based genotyping and genome-wide association studies in crops. We then review sequencing-based crop domestication studies and offer a perspective on genomics-driven crop designs.
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Affiliation(s)
- Xuehui Huang
- National Center for Gene Research, Shanghai Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200233, China; ,
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65
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Yu L, Chen X, Wang Z, Wang S, Wang Y, Zhu Q, Li S, Xiang C. Arabidopsis enhanced drought tolerance1/HOMEODOMAIN GLABROUS11 confers drought tolerance in transgenic rice without yield penalty. PLANT PHYSIOLOGY 2013; 162:1378-91. [PMID: 23735506 PMCID: PMC3707532 DOI: 10.1104/pp.113.217596] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Accepted: 05/29/2013] [Indexed: 05/18/2023]
Abstract
Enhancing drought tolerance without yield decrease has been a great challenge in crop improvement. Here, we report the Arabidopsis (Arabidopsis thaliana) homodomain-leucine zipper transcription factor Enhanced Drought Tolerance/HOMEODOMAIN GLABROUS11 (EDT1/HDG11) was able to confer drought tolerance and increase grain yield in transgenic rice (Oryza sativa) plants. The improved drought tolerance was associated with a more extensive root system, reduced stomatal density, and higher water use efficiency. The transgenic rice plants also had higher levels of abscisic acid, proline, soluble sugar, and reactive oxygen species-scavenging enzyme activities during stress treatments. The increased grain yield of the transgenic rice was contributed by improved seed setting, larger panicle, and more tillers as well as increased photosynthetic capacity. Digital gene expression analysis indicated that AtEDT1/HDG11 had a significant influence on gene expression profile in rice, which was consistent with the observed phenotypes of transgenic rice plants. Our study shows that AtEDT1/HDG11 can improve both stress tolerance and grain yield in rice, demonstrating the efficacy of AtEDT1/HDG11 in crop improvement.
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Affiliation(s)
| | | | | | | | | | - Qisheng Zhu
- School of Life Sciences, University of Science and Technology of China, Hefei 230027, China (L.Y., X.C., Z.W., C.X.)
- College of Agronomy, Anhui Agricultural University, Hefei 230031, China (S.W., Q.Z.)
- Rice Research Institute, Sichuan Agricultural University, Chengdu 611130, China (Y.W., S.L.)
- and Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China (S.W., Q.Z.)
| | - Shigui Li
- School of Life Sciences, University of Science and Technology of China, Hefei 230027, China (L.Y., X.C., Z.W., C.X.)
- College of Agronomy, Anhui Agricultural University, Hefei 230031, China (S.W., Q.Z.)
- Rice Research Institute, Sichuan Agricultural University, Chengdu 611130, China (Y.W., S.L.)
- and Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei 230031, China (S.W., Q.Z.)
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66
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Chen ZJ. Genomic and epigenetic insights into the molecular bases of heterosis. Nat Rev Genet 2013; 14:471-82. [PMID: 23752794 DOI: 10.1038/nrg3503] [Citation(s) in RCA: 291] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Heterosis, also known as hybrid vigour, is widespread in plants and animals, but the molecular bases for this phenomenon remain elusive. Recent studies in hybrids and allopolyploids using transcriptomic, proteomic, metabolomic, epigenomic and systems biology approaches have provided new insights. Emerging genomic and epigenetic perspectives suggest that heterosis arises from allelic interactions between parental genomes, leading to altered programming of genes that promote the growth, stress tolerance and fitness of hybrids. For example, epigenetic modifications of key regulatory genes in hybrids and allopolyploids can alter complex regulatory networks of physiology and metabolism, thus modulating biomass and leading to heterosis. The conceptual advances could help to improve plant and animal productivity through the manipulation of heterosis.
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Affiliation(s)
- Z Jeffrey Chen
- Institute for Cellular and Molecular Biology and Center for Computational Biology and Bioinformatics, The University of Texas at Austin, Austin, Texas 78712, USA.
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67
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He G, He H, Deng XW. Epigenetic Variations in Plant Hybrids and Their Potential Roles in Heterosis. J Genet Genomics 2013; 40:205-10. [DOI: 10.1016/j.jgg.2013.03.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Revised: 03/28/2013] [Accepted: 03/28/2013] [Indexed: 01/09/2023]
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68
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Zhai R, Feng Y, Wang H, Zhan X, Shen X, Wu W, Zhang Y, Chen D, Dai G, Yang Z, Cao L, Cheng S. Transcriptome analysis of rice root heterosis by RNA-Seq. BMC Genomics 2013; 14:19. [PMID: 23324257 PMCID: PMC3556317 DOI: 10.1186/1471-2164-14-19] [Citation(s) in RCA: 94] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Accepted: 01/03/2013] [Indexed: 12/16/2022] Open
Abstract
Background Heterosis is a phenomenon in which hybrids exhibit superior performance relative to parental phenotypes. In addition to the heterosis of above-ground agronomic traits on which most existing studies have focused, root heterosis is also an indispensable component of heterosis in the entire plant and of major importance to plant breeding. Consequently, systematic investigations of root heterosis, particularly in reproductive-stage rice, are needed. The recent advent of RNA sequencing technology (RNA-Seq) provides an opportunity to conduct in-depth transcript profiling for heterosis studies. Results Using the Illumina HiSeq 2000 platform, the root transcriptomes of the super-hybrid rice variety Xieyou 9308 and its parents were analyzed at tillering and heading stages. Approximately 391 million high-quality paired-end reads (100-bp in size) were generated and aligned against the Nipponbare reference genome. We found that 38,872 of 42,081 (92.4%) annotated transcripts were represented by at least one sequence read. A total of 829 and 4186 transcripts that were differentially expressed between the hybrid and its parents (DGHP) were identified at tillering and heading stages, respectively. Out of the DGHP, 66.59% were down-regulated at the tillering stage and 64.41% were up-regulated at the heading stage. At the heading stage, the DGHP were significantly enriched in pathways related to processes such as carbohydrate metabolism and plant hormone signal transduction, with most of the key genes that are involved in the two pathways being up-regulated in the hybrid. Several significant DGHP that could be mapped to quantitative trait loci (QTLs) for yield and root traits are also involved in carbohydrate metabolism and plant hormone signal transduction pathways. Conclusions An extensive transcriptome dataset was obtained by RNA-Seq, giving a comprehensive overview of the root transcriptomes at tillering and heading stages in a heterotic rice cross and providing a useful resource for the rice research community. Using comparative transcriptome analysis, we detected DGHP and identified a group of potential candidate transcripts. The changes in the expression of the candidate transcripts may lay a foundation for future studies on molecular mechanisms underlying root heterosis.
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Affiliation(s)
- Rongrong Zhai
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
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Schnable PS, Springer NM. Progress toward understanding heterosis in crop plants. ANNUAL REVIEW OF PLANT BIOLOGY 2013; 64:71-88. [PMID: 23394499 DOI: 10.1146/annurev-arplant-042110-103827] [Citation(s) in RCA: 242] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Although heterosis, or hybrid vigor, is widely exploited in agriculture, a complete description of its molecular underpinnings has remained elusive despite extensive investigation. It appears that there is not a single, simple explanation for heterosis. Instead, it is likely that heterosis arises in crosses between genetically distinct individuals as a result of a diversity of mechanisms. Heterosis generally results from the action of multiple loci, and different loci affect heterosis for different traits and in different hybrids. Hence, multigene models are likely to prove most informative for understanding heterosis. Complementation of allelic variation, as well as complementation of variation in gene content and gene expression patterns, is likely to be an important contributor to heterosis. Epigenetic variation has the potential to interact in hybrid genotypes via novel mechanisms. Several other intriguing hypotheses are also under investigation. In crops, heterosis must be considered within the context of the genomic impacts of prior selection for agronomic traits.
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Affiliation(s)
- Patrick S Schnable
- Center for Plant Genomics and Department of Agronomy, Iowa State University, Ames, IA 50011-3650, USA.
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70
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Liu M, Ling X, Xiong Y, Xu D. Molecular characterization of differentially expressed TXNIP gene and its association with porcine carcass traits. Mol Biol Rep 2012; 39:10439-46. [PMID: 23053948 DOI: 10.1007/s11033-012-1923-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Accepted: 10/01/2012] [Indexed: 12/16/2022]
Abstract
Thioredoxin interacting protein (TXNIP), which plays a regulatory role in lipid metabolism and immune regulation, is down-regulated expressed in F(1) hybrids Landrace × Yorkshire skeletal muscle. Here we described the molecular characterization of porcine TXNIP gene. The full-length cDNA contains a coding sequence of 1,176 bp nucleotides with untranslated regions of 263 bp at 5'-end and 441 bp at 3'-end, respectively. The predicted molecular mass and isoelectric point of porcine TXNIP is 43.81 kDa and 7.385, respectively. The deduced 391 amino acids exhibit high identity with other mammalian TXNIP. The TXNIP gene contains eight coding exons and seven non coding introns, spans approximately 3,348 bp. The expression of porcine TXNIP mRNA is almost absent in Landrace × Yorkshire and lower level in 6-month-old pigs during skeletal muscle development. Other stages and breeds were high level expressed. Statistical analysis showed the TXNIP gene polymorphism (c.575-4T>C) was different between F(1) hybrids and their parents, was highly associated with dressing percentage (DP) and thorax-waist fat thickness (TFT) in the Yorkshire × Meishan F(2) population. The possible role of TXNIP was discussed.
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Affiliation(s)
- Min Liu
- Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China
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Abstract
DNA methylation is a heritable epigenetic mark that controls gene expression, is responsive to environmental stresses, and, in plants, may also play a role in heterosis. To determine the degree to which DNA methylation is inherited in rice, and how it both influences and is affected by transcription, we performed genome-wide measurements of these patterns through an integrative analysis of bisulfite-sequencing, RNA-sequencing, and siRNA-sequencing data in two inbred parents of the Nipponbare (NPB) and indica (93-11) varieties of rice and their hybrid offspring. We show that SNPs occur at a rate of about 1/253 bp between the two parents and that these are faithfully transmitted into the hybrids. We use the presence of these SNPs to reconstruct the two chromosomes in the hybrids according to their parental origin. We found that, unlike genetic inheritance, epigenetic heritability is quite variable. Cytosines were found to be differentially methylated (epimutated) at a rate of 7.48% (1/15 cytosines) between the NPB and 93-11 parental strains. We also observed that 0.79% of cytosines were epimutated between the parent and corresponding hybrid chromosome. We found that these epimutations are often clustered on the chromosomes, with clusters representing 20% of all epimutations between parental ecotypes, and 2-5% in F1 plants. Epimutation clusters are also strongly associated with regions where the production of siRNA differs between parents. Finally, we identified genes with both allele-specific expression patterns that were strongly inherited as well as those differentially expressed between hybrids and the corresponding parental chromosome. We conclude that much of the misinheritance of expression levels is likely caused by epimutations and trans effects.
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72
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Ploidy and Hybridity Effects on Growth Vigor and Gene Expression in Arabidopsis thaliana Hybrids and Their Parents. G3-GENES GENOMES GENETICS 2012; 2:505-13. [PMID: 22540042 PMCID: PMC3337479 DOI: 10.1534/g3.112.002162] [Citation(s) in RCA: 88] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2011] [Accepted: 02/22/2012] [Indexed: 11/18/2022]
Abstract
Both ploidy and hybridity affect cell size and growth vigor in plants and animals, but the relative effects of genome dosage and hybridization on biomass, fitness, and gene expression changes have not been systematically examined. Here we performed the first comparative analysis of seed, cell, and flower sizes, starch and chlorophyll content, biomass, and gene expression changes in diploid, triploid, and tetraploid hybrids and their respective parents in three Arabidopsis thaliana ecotypes: Columbia, C24, and Landsberg erecta (Ler). Ploidy affects many morphological and fitness traits, including stomatal size, flower size, and seed weight, whereas hybridization between the ecotypes leads to altered expression of central circadian clock genes and increased starch and chlorophyll content, biomass, and seed weight. However, varying ploidy levels has subtle effects on biomass, circadian clock gene expression, and chlorophyll and starch content. Interestingly, biomass, starch content, and seed weight are significantly different between the reciprocal hybrids at all ploidy levels tested, with the lowest and highest levels found in the reciprocal triploid hybrids, suggesting parent-of-origin effects on biomass, starch content, and seed weight. These findings provide new insights into molecular events of polyploidy and heterosis, as well as complex agronomic traits that are important to biomass and seed production in hybrid and polyploid crops.
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Zhang C, Yin Y, Zhang A, Lu Q, Wen X, Zhu Z, Zhang L, Lu C. Comparative proteomic study reveals dynamic proteome changes between superhybrid rice LYP9 and its parents at different developmental stages. JOURNAL OF PLANT PHYSIOLOGY 2012; 169:387-98. [PMID: 22209166 DOI: 10.1016/j.jplph.2011.11.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Revised: 11/11/2011] [Accepted: 11/12/2011] [Indexed: 05/05/2023]
Abstract
Heterosis is a common phenomenon in which the hybrids exhibit superior agronomic performance than either inbred parental lines. Although hybrid rice is one of the most successful apotheoses in crops utilizing heterosis, the molecular mechanisms underlying rice heterosis remain elusive. To gain a better understanding of the molecular mechanisms of rice heterosis, comparative leaf proteomic analysis between a superhybrid rice LYP9 and its parental cultivars 9311 and PA64s at tillering, flowering and grain-filling stages were carried out. A total of 384 differentially expressed proteins (DP) were detected and 297 DP were identified, corresponding to 222 unique proteins. As DP were divided into those between the parents (DP(PP)) and between the hybrid and its parents (DP(HP)), the comparative results demonstrate that proteins in the categories of photosynthesis, glycolysis, and disease/defense were mainly enriched in DP. Moreover, the number of identified DP(HP) involved in photosynthesis, glycolysis, and disease/defense increased at flowering and grain-filling stages as compared to that at the tillering stage. Most of the up-regulated DP(HP) involved in the three categories showed greater expression in LYP9 at flowering and grain-filling stages than at the tillering stage. In addition, CO(2) assimilation rate and apparent quantum yield of photosynthesis also showed a greater increase in LYP9 at flowering and grain-filling stages than at the tillering stage. These results suggest that the proteins involved in photosynthesis, glycolysis, and disease/defense as well as their dynamic regulation at different developmental stages may be responsible for heterosis in rice.
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Affiliation(s)
- Chunyan Zhang
- Key Laboratory of Photobiology, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
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74
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Shen H, He H, Li J, Chen W, Wang X, Guo L, Peng Z, He G, Zhong S, Qi Y, Terzaghi W, Deng XW. Genome-wide analysis of DNA methylation and gene expression changes in two Arabidopsis ecotypes and their reciprocal hybrids. THE PLANT CELL 2012; 24:875-92. [PMID: 22438023 PMCID: PMC3336129 DOI: 10.1105/tpc.111.094870] [Citation(s) in RCA: 200] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Revised: 02/25/2012] [Accepted: 03/03/2012] [Indexed: 05/18/2023]
Abstract
Heterosis is a fundamental biological phenomenon characterized by the superior performance of a hybrid over its parents in many traits, but the underlying molecular basis remains elusive. To investigate whether DNA methylation plays a role in heterosis, we compared at single-base-pair resolution the DNA methylomes of Arabidopsis thaliana Landsberg erecta and C24 parental lines and their reciprocal F1 hybrids that exhibited heterosis. Both hybrids displayed increased DNA methylation across their entire genomes, especially in transposable elements. Interestingly, increased methylation of the hybrid genomes predominantly occurred in regions that were differentially methylated in the two parents and covered by small RNAs, implying that the RNA-directed DNA methylation (RdDM) pathway may direct DNA methylation in hybrids. In addition, we found that 77 genes sensitive to methylome remodeling were transcriptionally repressed in both reciprocal hybrids, including genes involved in flavonoid biosynthesis and two circadian oscillator genes circadian clock associated1 and late elongated hypocotyl. Moreover, growth vigor of F1 hybrids was compromised by treatment with an agent that demethylates DNA and by abolishing production of functional small RNAs due to mutations in Arabidopsis RNA methyltransferase HUA enhancer1. Together, our data suggest that genome-wide remodeling of DNA methylation directed by the RdDM pathway may play a role in heterosis.
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Affiliation(s)
- Huaishun Shen
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
| | - Hang He
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Jigang Li
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
| | - Wei Chen
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Xuncheng Wang
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Lan Guo
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Zhiyu Peng
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Guangming He
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
| | - Shangwei Zhong
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
| | - Yijun Qi
- National Institute of Biological Sciences, Beijing 102206, China
| | - William Terzaghi
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
- Department of Biology, Wilkes University, Wilkes-Barre, Pennsylvania 18766
| | - Xing Wang Deng
- Peking-Yale Joint Center for Plant Molecular Genetics and Agro-Biotechnology, State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520
- Address correspondence to
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Ma (马谦) Q, Hedden P, Zhang (张启发) Q. Heterosis in rice seedlings: its relationship to gibberellin content and expression of gibberellin metabolism and signaling genes. PLANT PHYSIOLOGY 2011; 156:1905-20. [PMID: 21693671 PMCID: PMC3149939 DOI: 10.1104/pp.111.178046] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2011] [Accepted: 06/19/2011] [Indexed: 05/06/2023]
Abstract
Despite the accumulation of data on the genetic and molecular understanding of heterosis, there is little information on the regulation of heterosis at the physiological level. In this study, we performed a quantitative analysis of endogenous gibberellin (GA) content and expression profiling of the GA metabolism and signaling genes to investigate the possible relationship between GA signaling and heterosis for seedling development in rice (Oryza sativa). The materials used were an incomplete diallele set of 3 × 3 crosses and the six parents. In the growing shoots of the seedlings at 20 d after sowing, significant positive correlations between the contents of some GA species and performance and heterosis based on shoot dry mass were detected. Expression analyses of GA-related genes by real-time reverse transcription-polymerase chain reaction revealed that 13 out of the 16 GA-related genes examined exhibited significant differential expression among the F1 hybrid and its parents, acting predominantly in the modes of overdominance and positive dominance. Expression levels of nine genes in the hybrids displayed significant positive correlations with the heterosis of shoot dry mass. These results imply that GAs play a positive role in the regulation of heterosis for rice seedling development. In shoots plus root axes of 4-d-old germinating seeds that had undergone the deetiolation, mimicking normal germination in soil, the axis dry mass was positively correlated with the content of GA₂₉ but negatively correlated with that of GA₁₉. Our findings provide supporting evidence for GAs playing an important regulatory role in heterosis for rice seedling development.
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Affiliation(s)
| | | | - Qifa Zhang (张启发)
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan), Huazhong Agricultural University, Wuhan 430070, China (Q.M., Q.Z.); Centre for Crop Genetic Improvement, Rothamsted Research, Harpenden, Hertfordshire AL5 2JQ, United Kingdom (P.H.)
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