1
|
Quan Y, Liu H, Li K, Xu L, Zhao Z, Xiao L, Yao Y, Du D. Genome-wide association study reveals genetic loci for seed density per silique in rapeseed (Brassica napus L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2025; 138:80. [PMID: 40113624 DOI: 10.1007/s00122-025-04857-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 02/15/2025] [Indexed: 03/22/2025]
Abstract
KEY MESSAGE Two stable QTLs controlling seed density per silique were detected on chromosomes A09 and C05 in rapeseed via GWAS, and ARF18 was the only causal gene of QTL qSDPS-A09. Seed density per silique (SDPS) is a key agronomic trait that directly or indirectly affects seed yield in rapeseed (Brassica napus L.). Exploring the genetic control of SDPS is beneficial for increasing rapeseed production. In this study, we evaluated the SDPS phenotypes of 413 rapeseed cultivars (lines) across five natural environments and genotyped them by resequencing. A GWAS analysis was performed using 5,277,554 high-quality variants with the MLM_PCA + K and FarmCPU models. A total of 51 loci were identified to be significantly (p < - log10(1.88 × 10-6)) associated with SDPS, of which 5 were detected in all environments (except for SNP-2095656) by both GWAS models. Among the five loci, three were located on chromosome A09, whereas the other two loci were located on chromosome C05. The three loci on chromosome A09 and the two loci on chromosome C05 were physically close to each other. Therefore, only the two common candidate QTLs were integrated and named QTL qSDPS-A09 (320 kb) and qSDPS-C05 (331.48 kb), respectively. Sixty-seven and forty-eight candidate genes were initially identified on A09 and C05 and then narrowed down to 17 and 13 candidate genes, respectively, via LD block analyses. Gene-based association studies, haplotype analyses and expression analyses confirmed that three homologs of Arabidopsis auxin-response factor 18 (BnaA09G0559300ZS) was the most likely candidate genes underlying the QTL qSDPS-A09. ARF18Hap4 was identified as a favorable haplotype for high SDPS. These findings will aid in elucidating the genetic and molecular mechanisms of SDPS and promoting genetic modifications in rapeseed breeding.
Collapse
Affiliation(s)
- Youjuan Quan
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Haidong Liu
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China.
| | - Kaixiang Li
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Liang Xu
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Zhigang Zhao
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Lu Xiao
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Yanmei Yao
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China
| | - Dezhi Du
- Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai Spring Rape Engineering Research Center, Qinghai Research Branch of the National Oil Crop Genetic Improvement Center, Spring Rape Scientific Observation Experimental Station of Ministry of Agriculture and Rural Areas, Academy of Agricultural and Forestry Sciences, Qinghai University, Xining, 810016, Qinghai, China.
| |
Collapse
|
2
|
Shahzaib M, Khan UM, Azhar MT, Atif RM, Khan SH, Zaman QU, Rana IA. Phylogenomic curation of Ovate Family Proteins (OFPs) in the U's Triangle of Brassica L. indicates stress-induced growth modulation. PLoS One 2024; 19:e0297473. [PMID: 38277374 PMCID: PMC10817133 DOI: 10.1371/journal.pone.0297473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/06/2024] [Indexed: 01/28/2024] Open
Abstract
The Ovate Family Proteins (OFPs) gene family houses a class of proteins that are involved in regulating plant growth and development. To date, there is no report of the simultaneous functional characterization of this gene family in all members of U's Triangle of Brassica. Here, we retrieved a combined total of 256 OFP protein sequences and analyzed their chromosomal localization, gene structure, conserved protein motif domains, and the pattern of cis-acting regulatory elements. The abundance of light-responsive elements like G-box, MRE, and GT1 motif suggests that OFPs are sensitive to the stimuli of light. The protein-protein interaction network analysis revealed that OFP05 and its orthologous genes were involved in regulating the process of transcriptional repression through their interaction with homeodomain transcription factors like KNAT and BLH. The presence of domains like DNA binding 2 and its superfamily speculated the involvement of OFPs in regulating gene expression. The biotic and abiotic stress, and the tissue-specific expression analysis of the RNA-seq datasets revealed that some of the genes such as BjuOFP30, and BnaOFP27, BolOFP11, and BolOFP10 were highly upregulated in seed coat at the mature stage and roots under various chemical stress conditions respectively which suggests their crucial role in plant growth and development processes. Experimental validation of prominent BnaOFPs such as BnaOFP27 confirmed their involvement in regulating gene expression under salinity, heavy metal, drought, heat, and cold stress. The GO and KEGG pathway enrichment analysis also sheds light on the involvement of OFPs in regulating plant growth and development. These findings have the potential to serve as a forerunner for future studies in terms of functionally diverse analysis of the OFP gene family in Brassica and other plant species.
Collapse
Affiliation(s)
- Muhammad Shahzaib
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
- Centre for Advanced Studies in Agriculture and Food Security, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| | - Uzair Muhammad Khan
- Centre for Advanced Studies in Agriculture and Food Security, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| | - Muhammad Tehseen Azhar
- Department of Plant Breeding and Genetics, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| | - Rana Muhammad Atif
- Centre for Advanced Studies in Agriculture and Food Security, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
- Department of Plant Breeding and Genetics, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| | - Sultan Habibullah Khan
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
- Centre for Advanced Studies in Agriculture and Food Security, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| | - Qamar U. Zaman
- Hainan Yazhou Bay Seed Laboratory, Sanya Nanfan Research Institute of Hainan University, Sanya, China
- College of Tropical Crops, Hainan University, Haikou, China
| | - Iqrar Ahmad Rana
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
- Centre for Advanced Studies in Agriculture and Food Security, University of Agriculture, Faisalabad, Faisalabad, Punjab, Pakistan
| |
Collapse
|