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Liu M, Hu F, Liu L, Lu X, Li R, Wang J, Wu J, Ma L, Pu Y, Fang Y, Yang G, Wang W, Sun W. Physiological Analysis and Genetic Mapping of Short Hypocotyl Trait in Brassica napus L. Int J Mol Sci 2023; 24:15409. [PMID: 37895090 PMCID: PMC10607371 DOI: 10.3390/ijms242015409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/17/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023] Open
Abstract
Hypocotyl length is a botanical trait that affects the cold tolerance of Brassica napus L. (B. napus). In this study, we constructed an F2 segregating population using the cold-resistant short hypocotyl variety '16VHNTS158' and the cold-sensitive long hypocotyl variety 'Tianyou 2288' as the parents, and BSA-seq was employed to identify candidate genes for hypocotyl length in B. napus. The results of parental differences showed that the average hypocotyl lengths of '16VHNTS158' and 'Tianyou 2288' were 0.41 cm and 0.77 cm at the 5~6 leaf stage, respectively, after different low-temperature treatments, and '16VHNTS158' exhibited lower relative ion leakage rates compared to 'Tianyou 2288'. The contents of indole acetic acid (IAA), gibberellin (GA), and brassinosteroid (BR) in hypocotyls of '16VHNTS158' and 'Tianyou 2288' increased with decreasing temperatures, but the IAA and GA contents were significantly higher than those of 'Tianyou 2288', and the BR content was lower than that of 'Tianyou 2288'. The genetic analysis results indicate that the genetic model for hypocotyl length follows the 2MG-A model. By using SSR molecular markers, a QTL locus associated with hypocotyl length was identified on chromosome C04. The additive effect value of this locus was 0.025, and it accounted for 2.5% of the phenotypic variation. BSA-Seq further localized the major effect QTL locus on chromosome C04, associating it with 41 genomic regions. The total length of this region was 1.06 Mb. Within this region, a total of 20 non-synonymous mutation genes were identified between the parents, and 26 non-synonymous mutation genes were found within the pooled samples. In the reference genome of B. napus, this region was annotated with 24 candidate genes. These annotated genes are predominantly enriched in four pathways: DNA replication, nucleotide excision repair, plant hormone signal transduction, and mismatch repair. The findings of this study provide a theoretical basis for cloning genes related to hypocotyl length in winter rapeseed and their utilization in breeding.
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Affiliation(s)
| | | | - Lijun Liu
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China; (M.L.)
| | | | | | | | | | | | | | | | | | | | - Wancang Sun
- State Key Laboratory of Aridland Crop Science, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China; (M.L.)
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Razzaque S, Juenger TE. The ecology and quantitative genetics of seed and seedling traits in upland and lowland ecotypes of a perennial grass. Evol Lett 2022; 6:460-473. [PMID: 36579162 PMCID: PMC9783394 DOI: 10.1002/evl3.297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 09/19/2022] [Accepted: 09/29/2022] [Indexed: 11/23/2022] Open
Abstract
Plants have evolved diverse reproductive allocation strategies and seed traits to aid in dispersal, persistence in the seed bank, and establishment. In particular, seed size, dormancy, and early seedling vigor are thought to be key functional traits with important recruitment and fitness consequences across abiotic stress gradients. Selection for favored seed-trait combinations, or against maladaptive combinations, is likely an important driver shaping recruitment strategies. Here, we test for seed-trait plasticity and patterns of recruitment using two genotypes representative of contrasting upland and lowland ecotypes of Panicum hallii with field experiments in native versus foreign habitats. Furthermore, we test whether seed traits have been under directional selection in P. hallii using the v-test based on trait variance in a genetic cross. Finally, we evaluate the genetic architecture of ecotypic divergence for these traits with quantitative trait locus (QTL) mapping. Field experiments reveal little plasticity but support a hypothesis of adaptation divergence among ecotypes based on recruitment. Patterns of segregation within recombinant hybrids provides strong support for directional selection driving ecotypic divergence in seed traits. Genetic mapping revealed a polygenic architecture with evidence of genetic correlation between seed mass, dormancy, and seedling vigor. Our results suggest that the evolution of these traits may involve constraints that affect the direction of adaptive divergence. For example, seed size and germination percentage shared two colocalized QTL with antagonistic additive effects. This supports the hypothesis of a functional genetic relationship between these traits, resulting in either large seed/strong dormancy or small seed/weak dormancy trait combinations. Overall, our study provides insights into the factors facilitating and potentially constraining ecotypic differentiation in seed traits.
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Affiliation(s)
- Samsad Razzaque
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712,Current Address: Plant Molecular and Cellular Biology LaboratorySalk Institute for Biological StudiesLa JollaCalifornia92037
| | - Thomas E. Juenger
- Department of Integrative BiologyUniversity of Texas at AustinAustinTexas78712
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3
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Li J, Wang H, Zhou D, Li C, Ding Q, Yang X, Wang F, Zheng H, Gao J. Genetic and Transcriptome Analysis of Leaf Trichome Development in Chinese Cabbage ( Brassica rapa L. subsp. pekinensis) and Molecular Marker Development. Int J Mol Sci 2022; 23:ijms232112721. [PMID: 36361510 PMCID: PMC9659260 DOI: 10.3390/ijms232112721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 10/13/2022] [Accepted: 10/19/2022] [Indexed: 01/25/2023] Open
Abstract
Chinese cabbage (Brassica rapa L. subsp. pekinensis) is one of the vegetables with the largest cultivated area in China and has been a great addition to the daily diet of Chinese people. A genetic map has been constructed in our previous study using the F2 population of two inbred lines of Chinese cabbage, namely "G291" (a hairy line) and "ZHB" (a hairless line), based on which a candidate gene related to trichome traits was identified on chromosome A06 with a phenotypic variance of 47%. A molecular marker was found to co-segregate with the trichome traits of the F2 population, which is in the 5'-flanking region of BrGL1, and a corresponding patent has been granted (NO. CN 108545775 B). Transcriptome analysis was carried out on the cotyledon, the first true leaf and the leaf closest to each inflorescence of F2 individuals of "G291 × ZHB" with or without trichomes, respectively. Ten pathways, including 189 DEGs, were identified to be involved in the development of trichomes in Chinese cabbage, which may be specifically related to the development of leaf trichomes. Most of the pathways were related to the biosynthesis of the secondary metabolites, which may help plants to adapt to the ever-changing external environment. DEGs also enriched the "plant-pathogen interaction" pathway, which is consistent with the conclusion that trichomes are related to the disease resistance of plants. Our study provides a basis for future research on the occurrence and development of trichomes in Chinese cabbage.
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Affiliation(s)
- Jingjuan Li
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Hongxia Wang
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Dandan Zhou
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- College of Life Science, Shandong Normal University, Jinan 250100, China
| | - Cheng Li
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Qian Ding
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Xiaogang Yang
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Fengde Wang
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- College of Life Science, Shandong Normal University, Jinan 250100, China
| | - Han Zheng
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- Correspondence: (H.Z.); (J.G.)
| | - Jianwei Gao
- Shandong Branch of National Vegetable Improvement Center, Institute of Vegetables, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- College of Life Science, Shandong Normal University, Jinan 250100, China
- Correspondence: (H.Z.); (J.G.)
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Construction of an Intragenic SSR-Based Linkage Map and QTL Mapping for Agronomic Traits in Chinese Cabbage (Brassica rapa L. ssp. pekinensis). HORTICULTURAE 2022. [DOI: 10.3390/horticulturae8020165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Chinese cabbage (Brassica rapa L. ssp. pekinensis) is one of the most widely cultivated and economically important vegetables in China. Constructing an effective genetic linkage map and mapping quantitative trait loci (QTLs) related to yield and leafy head morphology is of great importance for molecular breeding of Chinese cabbage. Using two diverse Chinese cabbage inbred lines, ZHB and G291, as parents, an F2 segregating population consisting of 240 individuals was prepared for genetic map construction and phenotype investigation in this study. The two parents are significantly different in both shape and size. Sixteen important agronomic traits of F2 individuals were investigated. A genetic map of 105 intragenic simple sequence repeat (SSR) markers distributed across 10 linkage groups (LGs) was constructed, which was 2034.1 cM in length and had an average inter-locus distance of 21.75 cM. We identified 48 QTLs for the tested important agronomic traits on the studied LGs, with LOD scores of 2.51–12.49, which explained the phenotypic variance of 3.41–26.66%. The QTLs identified in this study will facilitate further genetic analysis and marker-assisted genetic improvement of Chinese cabbage.
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Li P, Su T, Zhao X, Wang W, Zhang D, Yu Y, Bayer PE, Edwards D, Yu S, Zhang F. Assembly of the non-heading pak choi genome and comparison with the genomes of heading Chinese cabbage and the oilseed yellow sarson. PLANT BIOTECHNOLOGY JOURNAL 2021; 19:966-976. [PMID: 33283404 PMCID: PMC8131043 DOI: 10.1111/pbi.13522] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 11/11/2020] [Accepted: 12/01/2020] [Indexed: 05/10/2023]
Abstract
Brassica rapa displays a wide range of morphological diversity which is exploited for a variety of food crops. Here we present a high-quality genome assembly for pak choi (Brassica rapa L. subsp. chinensis), an important non-heading leafy vegetable, and comparison with the genomes of heading type Chinese cabbage and the oilseed form, yellow sarson. Gene presence-absence variation (PAV) and genomic structural variations (SV) were identified, together with single nucleotide polymorphisms (SNPs). The structure and expression of genes for leaf morphology and flowering were compared between the three morphotypes revealing candidate genes for these traits in B. rapa. The pak choi genome assembly and its comparison with other B. rapa genome assemblies provides a valuable resource for the genetic improvement of this important vegetable crop and as a model to understand the diversity of morphological variation across Brassica species.
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Affiliation(s)
- Peirong Li
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Tongbing Su
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Xiuyun Zhao
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Weihong Wang
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Deshuang Zhang
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Yangjun Yu
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Philipp E. Bayer
- School of Biological Sciences and Institute of AgricultureUniversity of Western AustraliaPerthWAAustralia
| | - David Edwards
- School of Biological Sciences and Institute of AgricultureUniversity of Western AustraliaPerthWAAustralia
| | - Shuancang Yu
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
| | - Fenglan Zhang
- Beijing Vegetable Research Center (BVRC)Beijing Academy of Agriculture and Forestry Sciences (BAAFS)BeijingChina
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China)Ministry of AgricultureBeijingChina
- Beijing Key Laboratory of Vegetable Germplasm ImprovementBeijingChina
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Huang S, Hou L, Fu W, Liu Z, Li C, Li X, Feng H. An Insertion Mutation in Bra032169 Encoding a Histone Methyltransferase Is Responsible for Early Bolting in Chinese Cabbage ( Brassica rapa L. ssp. pekinensis). FRONTIERS IN PLANT SCIENCE 2020; 11:547. [PMID: 32477385 PMCID: PMC7235287 DOI: 10.3389/fpls.2020.00547] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 04/09/2020] [Indexed: 05/28/2023]
Abstract
Bolting is an important agronomic character of the Chinese cabbage, but premature bolting can greatly reduce its commercial value, yield, and quality. Here, early-bolting mutant 1 (ebm1) was obtained from a Chinese cabbage doubled haploid (DH) line "FT," by using an isolated microspore culture and ethyl methanesulfonate (EMS) mutagenesis. The ebm1 was found to bolt extremely earlier than the wild type "FT." Genetic analysis indicated that the phenotype of the ebm1 was controlled by a single recessive nuclear gene. Using a mapping population of 1,502 recessive homozygous F2 individuals with the ebm1 phenotype, the ebm1 gene was mapped to between the markers SSRhl-53 and SSRhl-61 on chromosome A04 by using SSR markers, and its physical distance was 73.4 kb. Seven genes were predicted in the target region and then cloned and sequenced; the only difference in the sequences of the ebm1 and "FT" genes was with Bra032169. Unlike that in "FT," the Bra032169 in ebm1 had a novel 53 bp insertion that caused the termination of amino acid coding. The mutation was not consistent with EMS mutagenesis, and thus, may have been caused by spontaneous mutations during the microspore culture. Based on the gene annotation information, Bra032169 was found to encode the histone methyltransferase CURLY LEAF (CLF) in Arabidopsis thaliana. CLF regulates the expression of flowering-related genes. Further genotyping revealed that the early-bolting phenotype was fully co-segregated with the insertion mutation, suggesting that Bra032169 was the most likely candidate gene for ebm1. No significant differences were noted in the Bra032169 expression levels between the ebm1 and "FT." However, the expression levels of the flowering-related genes FLC, FT, AG, and SEP3 were significantly higher in the ebm1 than in the "FT." Thus, the mutation of Bra032169 is responsible for the early-bolting trait in Chinese cabbage. These results provide foundation information to help understand the molecular mechanisms of bolting in the Chinese cabbage.
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Affiliation(s)
| | | | | | | | | | | | - Hui Feng
- Department of Horticulture, Shenyang Agricultural University, Shenyang, China
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Leijten W, Koes R, Roobeek I, Frugis G. Translating Flowering Time From Arabidopsis thaliana to Brassicaceae and Asteraceae Crop Species. PLANTS 2018; 7:plants7040111. [PMID: 30558374 PMCID: PMC6313873 DOI: 10.3390/plants7040111] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 12/07/2018] [Accepted: 12/13/2018] [Indexed: 12/31/2022]
Abstract
Flowering and seed set are essential for plant species to survive, hence plants need to adapt to highly variable environments to flower in the most favorable conditions. Endogenous cues such as plant age and hormones coordinate with the environmental cues like temperature and day length to determine optimal time for the transition from vegetative to reproductive growth. In a breeding context, controlling flowering time would help to speed up the production of new hybrids and produce high yield throughout the year. The flowering time genetic network is extensively studied in the plant model species Arabidopsis thaliana, however this knowledge is still limited in most crops. This article reviews evidence of conservation and divergence of flowering time regulation in A. thaliana with its related crop species in the Brassicaceae and with more distant vegetable crops within the Asteraceae family. Despite the overall conservation of most flowering time pathways in these families, many genes controlling this trait remain elusive, and the function of most Arabidopsis homologs in these crops are yet to be determined. However, the knowledge gathered so far in both model and crop species can be already exploited in vegetable crop breeding for flowering time control.
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Affiliation(s)
- Willeke Leijten
- ENZA Zaden Research & Development B.V., Haling 1E, 1602 DB Enkhuizen, The Netherlands.
| | - Ronald Koes
- Swammerdam Institute for Life Sciences (SILS), University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands.
| | - Ilja Roobeek
- ENZA Zaden Research & Development B.V., Haling 1E, 1602 DB Enkhuizen, The Netherlands.
| | - Giovanna Frugis
- Istituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300 ⁻ 00015, Monterotondo Scalo, Roma, Italy.
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Using RNA-Seq for Genomic Scaffold Placement, Correcting Assemblies, and Genetic Map Creation in a Common Brassica rapa Mapping Population. G3-GENES GENOMES GENETICS 2017; 7:2259-2270. [PMID: 28546385 PMCID: PMC5499133 DOI: 10.1534/g3.117.043000] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Brassica rapa is a model species for agronomic, ecological, evolutionary, and translational studies. Here, we describe high-density SNP discovery and genetic map construction for a B. rapa recombinant inbred line (RIL) population derived from field collected RNA sequencing (RNA-Seq) data. This high-density genotype data enables the detection and correction of putative genome misassemblies and accurate assignment of scaffold sequences to their likely genomic locations. These assembly improvements represent 7.1-8.0% of the annotated B. rapa genome. We demonstrate how using this new resource leads to a significant improvement for QTL analysis over the current low-density genetic map. Improvements are achieved by the increased mapping resolution and by having known genomic coordinates to anchor the markers for candidate gene discovery. These new molecular resources and improvements in the genome annotation will benefit the Brassicaceae genomics community and may help guide other communities in fine-tuning genome annotations.
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Zhang X, Meng L, Liu B, Hu Y, Cheng F, Liang J, Aarts MGM, Wang X, Wu J. A transposon insertion in FLOWERING LOCUS T is associated with delayed flowering in Brassica rapa. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2015; 241:211-20. [PMID: 26706072 DOI: 10.1016/j.plantsci.2015.10.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 10/08/2015] [Accepted: 10/11/2015] [Indexed: 05/08/2023]
Abstract
Long days and vernalization accelerate the transition from vegetative growth to reproductive growth in Brassica rapa. Bolting before plants reach the harvesting stage is a serious problem in B. rapa vegetable crop cultivation. The genetic dissection of flowering time is important for breeding of premature bolting-resistant B. rapa crops. Using a recombinant inbred line (RIL) population, we twice detected two major quantitative trait loci (QTLs) for flowering time in two different growing seasons that were located on chromosomes A02 and A07, respectively. We hypothesized that an orthologue of the Arabidopsis thaliana FLOWERING LOCUS T (FT) gene, named as BrFT2, was the candidate gene underlying the QTL localized to A07. A transposon insertion in the second intron of BrFT2 was detected in one of the parental lines, which was predicted to generate a loss-of-function allele. Transcription analysis revealed that the BrFT2 transcript was not present in the parental line that harbored the mutated allele. RILs carrying only the mutated BrFT2 allele showed delayed flowering regardless of growing seasons when compared to RILs carrying the wild-type BrFT2 allele. These data suggest that BrFT2 is involved in flowering time regulation in controlling flowering time in B. rapa.
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Affiliation(s)
- Xueming Zhang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Lin Meng
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Bo Liu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Yunyan Hu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Feng Cheng
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Jianli Liang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Mark G M Aarts
- Laboratory of Genetics, Wageningen University, Droevendaalsesteeg 1, 6708PB Wageningen, the Netherlands.
| | - Xiaowu Wang
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
| | - Jian Wu
- Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Zhongguancun Southern Street 12, 100081 Beijing, China.
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Kempf K, Grieder C, Walter A, Widmer F, Reinhard S, Kölliker R. Evidence and consequences of self-fertilisation in the predominantly outbreeding forage legume Onobrychis viciifolia. BMC Genet 2015; 16:117. [PMID: 26446757 PMCID: PMC4596305 DOI: 10.1186/s12863-015-0275-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 10/02/2015] [Indexed: 12/02/2022] Open
Abstract
Background Sainfoin (Onobrychis viciifolia) is a promising alternative forage plant of good quality, moderate nutrient demand and a high content of polyphenolic compounds. Its poor adoption is caused by the limited availability of well performing varieties. Sainfoin is characterised as tetraploid and mainly outcrossing, but the extent of self-fertilisation and its consequences was not investigated so far. This study aimed at assessing the rate of self-fertilisation in sainfoin under different pollination regimes and at analysing the consequences on plant performance in order to assist future breeding efforts. Methods The self-fertilisation rate was assessed in three sainfoin populations with artificially directed pollination (ADP) and in three populations with non-directed pollination (NDP). Dominant SRAP (sequence-related amplified polymorphism) and codominant SSR (simple sequence repeats) markers were used to detect self-fertilisation in sainfoin for the first time based on molecular marker data. Results High rates of self-fertilisation of up to 64.8 % were observed for ADP populations in contrast to only up to 3.9 % for NDP populations. Self-fertilisation in ADP populations led to a reduction in plant height, plant vigour and, most severely, for seed yield. Conclusions Although sainfoin is predominantly outcrossing, self-fertilisation can occur to a high degree under conditions of limited pollen availability. These results will influence future breeding efforts because precautions have to be taken when crossing breeding material. The resulting inbreeding depression can lead to reduced performance in self-fertilised offspring. Nevertheless the possibility of self-fertilisation also offers new ways for hybrid breeding based on the development of homogenous inbred lines. Electronic supplementary material The online version of this article (doi:10.1186/s12863-015-0275-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Katharina Kempf
- Molecular Ecology, Agroscope Reckenholz ISS, Reckenholzstrasse 191, 8046, Zurich, Switzerland. .,Crop Science, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.
| | - Christoph Grieder
- Fodder Plant Breeding, Agroscope Reckenholz ISS, Reckenholzstrasse 191, 8046, Zurich, Switzerland.
| | - Achim Walter
- Crop Science, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.
| | - Franco Widmer
- Molecular Ecology, Agroscope Reckenholz ISS, Reckenholzstrasse 191, 8046, Zurich, Switzerland.
| | - Sonja Reinhard
- Molecular Ecology, Agroscope Reckenholz ISS, Reckenholzstrasse 191, 8046, Zurich, Switzerland.
| | - Roland Kölliker
- Molecular Ecology, Agroscope Reckenholz ISS, Reckenholzstrasse 191, 8046, Zurich, Switzerland.
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Schiessl S, Iniguez-Luy F, Qian W, Snowdon RJ. Diverse regulatory factors associate with flowering time and yield responses in winter-type Brassica napus. BMC Genomics 2015; 16:737. [PMID: 26419915 PMCID: PMC4589123 DOI: 10.1186/s12864-015-1950-1] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 09/23/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Flowering time, plant height and seed yield are strongly influenced by climatic and day-length adaptation in crop plants. To investigate these traits under highly diverse field conditions in the important oilseed crop Brassica napus, we performed a genome-wide association study using data from diverse agroecological environments spanning three continents. METHODS A total of 158 European winter-type B.napus inbred lines were genotyped with 21,623 unique, single-locus single-nucleotide polymorphism (SNP) markers using the Brassica 60 K-SNP Illumina® Infinium consortium array. Phenotypic associations were calculated in the panel over the years 2010-2012 for flowering time, plant height and seed yield in 5 highly diverse locations in Germany, China and Chile, adding up to 11 diverse environments in total. RESULTS We identified 101 genome regions associating with the onset of flowering, 69 with plant height, 36 with seed yield and 68 cross-trait regions with potential adaptive value. Within these regions, B.napus orthologs for a number of candidate adaptation genes were detected, including central circadian clock components like CIRCADIAN CLOCK- ASSOCIATED 1 (Bna.CCA1) and the important flowering-time regulators FLOWERING LOCUS T (Bna.FT) and FRUITFUL (Bna.FUL). DISCUSSION Gene ontology (GO) enrichment analysis of candidate regions suggested that selection of genes involved in post-transcriptional and epigenetic regulation of flowering time may play a potential role in adaptation of B. napus to highly divergent environments. The classical flowering time regulators Bna.FLC and Bna.CO were not found among the candidate regions, although both show functional variation. Allelic effects were additive for plant height and yield, but not for flowering time. The scarcity of positive minor alleles for yield in this breeding pool points to a lack of diversity for adaptation that could restrict yield gain in the face of environmental change. CONCLUSIONS Our study provides a valuable framework to further improve the adaptability and yield stability of this recent allopolyploid crop under changing environments. The results suggest that flowering time regulation within an adapted B. napus breeding pool is driven by a high number of small modulating processes rather than major transcription factors like Bna.CO. In contrast, yield regulation appears highly parallel, therefore yield could be increased by pyramiding positively associated haplotypes.
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Affiliation(s)
- Sarah Schiessl
- Department of Plant Breeding, Justus Liebig University, IFZ Research Centre for Biosystems, Land Use and Nutrition, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany.
| | - Federico Iniguez-Luy
- Agriaquaculture Nutritional Genomic Center (CGNA), Genomics and Bioinformatics Unit, Km 10 Camino Cajón-Vilcún, INIA, Temuco, Chile.
| | - Wei Qian
- College of Agronomy and Biotechnology, Southwest University, 400716, Chongqing, China.
| | - Rod J Snowdon
- Department of Plant Breeding, Justus Liebig University, IFZ Research Centre for Biosystems, Land Use and Nutrition, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany.
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Bac-Molenaar JA, Fradin EF, Becker FFM, Rienstra JA, van der Schoot J, Vreugdenhil D, Keurentjes JJB. Genome-Wide Association Mapping of Fertility Reduction upon Heat Stress Reveals Developmental Stage-Specific QTLs in Arabidopsis thaliana. THE PLANT CELL 2015; 27:1857-74. [PMID: 26163573 PMCID: PMC4531356 DOI: 10.1105/tpc.15.00248] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 06/16/2015] [Indexed: 05/09/2023]
Abstract
For crops that are grown for their fruits or seeds, elevated temperatures that occur during flowering and seed or fruit set have a stronger effect on yield than high temperatures during the vegetative stage. Even short-term exposure to heat can have a large impact on yield. In this study, we used Arabidopsis thaliana to study the effect of short-term heat exposure on flower and seed development. The impact of a single hot day (35°C) was determined in more than 250 natural accessions by measuring the lengths of the siliques along the main inflorescence. Two sensitive developmental stages were identified, one before anthesis, during male and female meiosis, and one after anthesis, during fertilization and early embryo development. In addition, we observed a correlation between flowering time and heat tolerance. Genome-wide association mapping revealed four quantitative trait loci (QTLs) strongly associated with the heat response. These QTLs were developmental stage specific, as different QTLs were detected before and after anthesis. For a number of QTLs, T-DNA insertion knockout lines could validate assigned candidate genes. Our findings show that the regulation of complex traits can be highly dependent on the developmental timing.
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Affiliation(s)
- Johanna A Bac-Molenaar
- Laboratory of Plant Physiology, Wageningen University, 6708 PB Wageningen, The Netherlands Laboratory of Genetics, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - Emilie F Fradin
- Laboratory of Plant Physiology, Wageningen University, 6708 PB Wageningen, The Netherlands Laboratory of Genetics, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - Frank F M Becker
- Laboratory of Genetics, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - Juriaan A Rienstra
- Laboratory of Plant Physiology, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - J van der Schoot
- Laboratory of Plant Physiology, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - Dick Vreugdenhil
- Laboratory of Plant Physiology, Wageningen University, 6708 PB Wageningen, The Netherlands
| | - Joost J B Keurentjes
- Laboratory of Genetics, Wageningen University, 6708 PB Wageningen, The Netherlands
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13
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Basnet RK, Duwal A, Tiwari DN, Xiao D, Monakhos S, Bucher J, Visser RGF, Groot SPC, Bonnema G, Maliepaard C. Quantitative Trait Locus Analysis of Seed Germination and Seedling Vigor in Brassica rapa Reveals QTL Hotspots and Epistatic Interactions. FRONTIERS IN PLANT SCIENCE 2015; 6:1032. [PMID: 26648948 PMCID: PMC4664704 DOI: 10.3389/fpls.2015.01032] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 11/06/2015] [Indexed: 05/03/2023]
Abstract
The genetic basis of seed germination and seedling vigor is largely unknown in Brassica species. We performed a study to evaluate the genetic basis of these important traits in a B. rapa doubled haploid population from a cross of a yellow-seeded oil-type yellow sarson and a black-seeded vegetable-type pak choi. We identified 26 QTL regions across all 10 linkage groups for traits related to seed weight, seed germination and seedling vigor under non-stress and salt stress conditions illustrating the polygenic nature of these traits. QTLs for multiple traits co-localized and we identified eight hotspots for quantitative trait loci (QTL) of seed weight, seed germination, and root and shoot lengths. A QTL hotspot for seed germination on A02 mapped at the B. rapa Flowering Locus C (BrFLC2). Another hotspot on A05 with salt stress specific QTLs co-located with the B. rapa Fatty acid desaturase 2 (BrFAD2) locus. Epistatic interactions were observed between QTL hotspots for seed germination on A02 and A10 and with a salt tolerance QTL on A05. These results contribute to the understanding of the genetics of seed quality and seeding vigor in B. rapa and can offer tools for Brassica breeding.
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Affiliation(s)
- Ram K. Basnet
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- Centre for BioSystems GenomicsWageningen, Netherlands
| | - Anita Duwal
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
| | - Dev N. Tiwari
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
| | - Dong Xiao
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Horticultural College, Nanjing Agricultural UniversityNanjing, China
| | - Sokrat Monakhos
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- Russian State Agrarian University, Moscow Timiryazev Agricultural AcademyMoscow, Russia
| | - Johan Bucher
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
| | - Richard G. F. Visser
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- Centre for BioSystems GenomicsWageningen, Netherlands
| | | | - Guusje Bonnema
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- Centre for BioSystems GenomicsWageningen, Netherlands
| | - Chris Maliepaard
- Wageningen UR Plant Breeding, Wageningen University and Research Center, Wageningen UniversityWageningen, Netherlands
- *Correspondence: Chris Maliepaard
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