Expression data from Arabidopsis and Maize leaves
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ABSTRACT:
ORGANISM(S): Arabidopsis thaliana Zea mays
PROVIDER: GSE19785 | GEO | 2011/12/23
SECONDARY ACCESSION(S): PRJNA122115
REPOSITORIES: GEO
Similar Datasets
Project description:Many animal and plant species exhibit increased growth rates, reach larger sizes and, in the cases of crops and farm animals, produce higher yields when bred as hybrids between genetically differing strains, a phenomenon known as hybrid vigour or heterosis. Despite the importance of heterosis, and its extensive genetic analysis, there has been little understanding of its molecular basis. We aimed to determine whether characteristics of the leaf transcriptome, as an indicator of the innate functional genetic architecture of a plant line, could be used as markers to predict heterosis and the performance of hybrids, a methodology we term Association Transcriptomics. Relationships between transcript abundance of specific genes and the values of heterosis and heterosis-dependent traits were identified and mathematical models were constructed that relate gene expression characteristics in inbred lines of Arabidopsis thaliana and maize with vegetative biomass and for grain yield, respectively, in corresponding hybrids. Plants used for transcriptome analysis were grown from seeds for 2 weeks. Aerial parts above the coleoptiles were excised, weighed and frozen in liquid nitrogen. All plants were harvested as close as practicable to the middle of the photoperiod. Plants used for transcriptome analysis were grown from seeds for 2 weeks. Maize seeds were first imbibed in distilled water for 2 days in glasshouse conditions to break dormancy, before transfer to peat and sand P7 pots. They were grown in long day glass house conditions (16 hours photoperiod) at 22 degrees Celsius. Aerial parts above the coleoptiles were excised, weighed and frozen in liquid nitrogen. All plants were harvested as close as practicable to the middle of the photoperiod. Plants for yield trials were grown in the field at Clayton, NC, U.S.A. in 2005. Forty plants of each hybrid were grown in duplicate 0.0007 hectare plots.
2011-12-23 | E-GEOD-19785 | biostudies-arrayexpress
Project description:Arabidopsis thaliana shows hybrid vigour (heterosis) in progeny of crosses between Col and C24 accessions (1). Hybrid vigour was evident as early as the mature seeds and in the seedlings 3 days after sowing (DAS). At 3 DAS genes encoding chloroplast-located proteins were significantly overrepresented (187) among the 724 genes which have greater than mid parent values of expression in the hybrid. Many of these genes are involved in chlorophyll biosynthesis and photosynthesis. The rate of photosynthesis was constant per unit leaf area in parents and hybrids. Larger cell sizes in the hybrids were associated with more chloroplasts per cell, more total chlorophyll and more photosynthesis. The increased transcription of the chloroplast-targeted genes was restricted to the 3 to 7 DAS period. At 10 DAS only 118 genes had expression levels different from the expected mid parent value in the hybrid and only 12 of these genes were differentially expressed at 3 DAS. The early increase in activity of genes involved in photosynthesis and the associated phenomena of increase in cell size and number through development, leading to larger leaf areas of all leaves in the hybrid, suggest a central role for increased photosynthesis in the production of the heterotic biomass. In support of this correlation we found that an inhibitor of photosynthesis eliminated heterosis and higher light intensities enhanced both photosynthesis and heterosis. In hybrids with low level heterosis (Ler x Col) chloroplast-targeted genes were not upregulated and leaf areas were only marginally increased. Whole plants in Col, C24, and their F1 hybrids with two replications
2012-03-06 | E-GEOD-36273 | biostudies-arrayexpress
Project description: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. We constructed six sRNA sequencing libraries and six mRNA sequencing libraries of flag leaves and panicles of the super-hybrid rice Liangyou-pei9 (LYP9) combination at the grain-filling stage. The above hybrid rice combination includes F1 hybrid LYP9 and its parental lines including the male-sterile line Peiai64s (PA64s) and the restorer line 93-11.
2014-08-17 | E-GEOD-51468 | biostudies-arrayexpress
Project description:A biological phenomenon in which hybrids exhibit superior phenotypes from its parental inbred lines known as heterosis, has been widely exploited in plant breeding and extensively used in crop improvement. Hybrid rice has immense potential to increase yield over other rice varieties and hence is crucial in meeting increasing demand of rice globally. Moreover, the molecular basis of heterosis is still not fully understood and hence it becomes imperative to unravel its genetic and molecular basis. In this context, RNA sequencing technology (RNA-Seq) was employed to sequence transcriptomes of two rice hybrids, Ajay and Rajalaxmi, their parental lines, CRMS31A (sterile line, based on WA-CMS) and CRMS32A (sterile line based on Kalinga-CMS) respectively along with the common restorer line of both hybrids, IR-42266-29-3R at two critical rice developmental stages viz., panicle initiation (PI) and grain filling (GF). Identification of differentially expressed genes (DEGs) at PI and GF stages will further pave the way for understanding heterosis. In addition, such kind of study would help in better understanding of heterosis mechanism and genes up-regulated and down-regulated during the critical stages of rice development for higher yield.
2015-08-02 | E-MTAB-4291 | biostudies-arrayexpress
Project description: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.
2014-08-17 | GSE51468 | GEO
Project description:Arabidopsis thaliana shows hybrid vigour (heterosis) in progeny of crosses between Col and C24 accessions (1). Hybrid vigour was evident as early as the mature seeds and in the seedlings 3 days after sowing (DAS). At 3 DAS genes encoding chloroplast-located proteins were significantly overrepresented (187) among the 724 genes which have greater than mid parent values of expression in the hybrid. Many of these genes are involved in chlorophyll biosynthesis and photosynthesis. The rate of photosynthesis was constant per unit leaf area in parents and hybrids. Larger cell sizes in the hybrids were associated with more chloroplasts per cell, more total chlorophyll and more photosynthesis. The increased transcription of the chloroplast-targeted genes was restricted to the 3 to 7 DAS period. At 10 DAS only 118 genes had expression levels different from the expected mid parent value in the hybrid and only 12 of these genes were differentially expressed at 3 DAS. The early increase in activity of genes involved in photosynthesis and the associated phenomena of increase in cell size and number through development, leading to larger leaf areas of all leaves in the hybrid, suggest a central role for increased photosynthesis in the production of the heterotic biomass. In support of this correlation we found that an inhibitor of photosynthesis eliminated heterosis and higher light intensities enhanced both photosynthesis and heterosis. In hybrids with low level heterosis (Ler x Col) chloroplast-targeted genes were not upregulated and leaf areas were only marginally increased.
2012-03-06 | GSE36273 | GEO
Project description:Heterosis, or hybrid vigor, has been exploited in agriculture to deliver increases in crop yields for over a century, yet the molecular basis is not well understood We have studied the transcriptomes of 15 day old seedlings from intraspecific Arabidopsis hybrids with varying levels of heterosis and their parental lines in order to identify drivers of heterosis. The patterns of altered gene expression in the hybrids point to a reduction in basal defense levels that could reflect the antagonism between plant immunity and plant growth. Associated with this theme are changes to the salicylic acid and auxin regulated networks which are known to control abiotic and biotic defense responses as well as being important regulators of plant growth. Increased auxin response correlates with the heterotic phenotype of greater leaf cell numbers, whereas reduced salicylic acid levels and response promotes increased leaf cell size in hybrids involving C24. By manipulating salicylic acid levels in each of our hybrid systems, we can alter levels of heterosis, promote additional growth in the hybrids, and generate increased growth in the parents, especially C24.
2015-10-01 | GSE64475 | GEO
Project description:Heterosis has greatly improved the yield and quality of crops. However, previous studies often focused on improving the yield and quality of the shoot system, while research on the root system was neglected. We determined the root numbers of 12 F1 hybrids, all of which showed strong heterosis, indicating that tobacco F1 hybrids have general heterosis. To understand its molecular mechanism, we selected two hybrids with strong heterosis, GJ (G70 × Jiucaiping No.2) and KJ (K326 × Jiucaiping No.2), and their parents for transcriptome analysis. There were 84.22% and 90.25% of the differentially expressed genes were overdominantly expressed. The enrichment analysis of these overdominantly expressed genes showed that "Plant hormone signal transduction", "Phenylpropanoid biosynthesis", "MAPK signaling pathway - plant", and "Starch and sucrose metabolism" pathways were associated with root development. We focused on the analysis of the biosynthetic pathways of auxin(AUX), cytokinins(CTK), abscisic acid(ABA), ethylene(ET), and salicylic acid(SA), suggesting that overdominant expression of these hormone signaling pathway genes may enhance root development in hybrids.
2023-01-22 | GSE218712 | GEO
Project description:Heterosis has greatly improved the yield and quality of crops. However, previous studies often focused on improving the yield and quality of the shoot system, while research on the root system was neglected. We determined the root numbers of 12 F1 hybrids, all of which showed strong heterosis, indicating that tobacco F1 hybrids have general heterosis. To understand its molecular mechanism, we selected two hybrids with strong heterosis, GJ (G70 × Jiucaiping No.2) and KJ (K326 × Jiucaiping No.2), and their parents for transcriptome analysis. There were 84.22% and 90.25% of the differentially expressed genes were overdominantly expressed. The enrichment analysis of these overdominantly expressed genes showed that "Plant hormone signal transduction", "Phenylpropanoid biosynthesis", "MAPK signaling pathway - plant", and "Starch and sucrose metabolism" pathways were associated with root development. We focused on the analysis of the biosynthetic pathways of auxin(AUX), cytokinins(CTK), abscisic acid(ABA), ethylene(ET), and salicylic acid(SA), suggesting that overdominant expression of these hormone signaling pathway genes may enhance root development in hybrids.
2024-09-11 | GSE246929 | GEO
Project description:Hybrid breeding is of economic importance in agriculture for increasing yield, yet the basis of the heterosis is not well understood. In Arabidopsis, crosses between different accessions produce hybrids with varied levels of heterosis relative to parental phenotypes in biomass. In all hybrids the advantages of the F1 hybrid is lost in the F2 for both phenotypic uniformity and yield gain. Success in generating F5/F6 Hybrid Mimic from the cross between C24 and Landsberg erecta (Ler) demonstrated that the large plant phenotype of the F1 hybrids can be stabilized. Hybrid Mimics selection was applied to Wassilewskija (Ws)/Ler and Col/Ler hybrids. The two hybrids showing different levels of heterosis. At 30 DAS, the Col/Ler hybrid generated Hybrid Mimics with rosette diameter and fresh weight equivalent to the F1 hybrid; Ws/Ler Hybrid Mimics outperformed the F1 hybrids in both the rosette size and biomass. Transcriptome analysis revealed up-regulation of cell wall biosynthesis and expansion genes could be a common pathway in increased size in Arabidopsis hybrids and Hybrid Mimics. Intercross of two independent Hybrid Mimic lines can further increase the biomass gain. Our results encourage the use of Hybrid Mimics for breeding and for investigating the molecular basis of heterosis.
2019-11-07 | GSE131682 | GEO