ArticleBMC plant biology2020
Identification of QTLs associated with curd architecture in cauliflower.
Article in BMC plant biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 15 citations in OpenAlex.
- Dynamic Transcriptome Profiling Reveals Key Regulatory Networks Underlying Curd Development in Cauliflower (International journal of molecular sciences · 2026Article
- Morpho-Agronomic Characterization of an Unexploited Germplasm Collection of Cauliflower (Plants (Basel, Switzerland) · 2025Article
- Transcriptome profiling reveals key regulatory factors and metabolic pathways associated with curd formation and development in broccoli.Frontiers in plant science · 2024Article
- A High-Resolution Linkage Map Construction and QTL Analysis for Morphological Traits in Anthurium (Plants (Basel, Switzerland) · 2023Article
- Understanding population structure and detection of QTLs for curding-related traits in Indian cauliflower by genotyping by sequencing analysis.Functional & integrative genomics · 2021Article
- Functional Markers for Precision Plant Breeding.International journal of molecular sciences · 2020Review
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
backgroundCurd architecture is one of the most important characters determining the curd morphology of cauliflower. However, the genetic mechanism dissection of this complex trait at molecular level is lacking. Genes/QTLs responsible for the morphological differences between present-day loose-curd and compact-curd cauliflower haven't been well revealed.
resultsHerein, by using a common compact-curd parent and two loose-curd parents, we developed two double haploid (DH) populations including 122 and 79 lines, respectively. For each population, we decomposed the curd architecture concept into four parameters (basal diameter, stalk length, stalk angle and curd solidity), and collected corresponding phenotypic data for each parameter across two environments. The Kosambi function and composite interval mapping algorithm were conducted to construct the linkage map and analyze the QTLs associated with curd architecture parameters. A total of 20 QTLs were detected with the minimum likelihood of odd (LOD) values ranging from 2.61 to 8.38 and the percentage of the phenotypic variance explained by each QTL (PVE) varying between 7.69 and 25.10%. Of these, two QTLs controlling stalk length (qSL.C6-1, qSL.C6-2) and two QTLs controlling curd solidity (qCS.C6-1 and qCS.C6-2) were steadily expressed in both environments. Further, qSL.C6-1, qSL.C6-2, qCS.C6-1 and qCS.C6-4 fell into the same chromosomal region of the reference genome, indicating that these loci are involved in pleiotropic effects or are tightly linked.
conclusionThe current study identified a series of QTLs associated with curd architecture parameters, which might contribute essentially to the formation of present-day loose-curd cauliflower that is widely cultivated in China. These results may pave the way for intensive deciphering the molecular mechanisms of curd development and for marker-assisted selection of curd morphology in cauliflower breeding.
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