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Xu J, Zhong X, Wang H, Shi H, Zuo G, Yin L, Wang S, Deng X. Integrative meta-QTL and RNA-Seq analysis reveals valine-glutamine (VQ) motif-containing ZmVQ56 as a key regulator of water‑nitrogen interaction in maize (Zea mays L.). Int J Biol Macromol 2025; 311:143353. [PMID: 40274169 DOI: 10.1016/j.ijbiomac.2025.143353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 04/06/2025] [Accepted: 04/18/2025] [Indexed: 04/26/2025]
Abstract
Nitrogen and water interact synergistically to affect plant growth and crop productivity. Despite intensive research, the genetic and regulatory mechanisms of water‑nitrogen interactions remain unclear. In this study, we combined meta-QTL and RNA sequencing (RNA-Seq) to identify 18 candidate genes, with ZmVQ56 selected for functional analysis. The low nitrogen and drought-tolerant genotype 'TY6' and the sensitive genotype 'GEMS9' were used under four water‑nitrogen treatments: well-watered and normal nitrogen, water stress and normal nitrogen, well-watered and low nitrogen, and water stress and low nitrogen. We identified 3430 differentially expressed genes (DEGs) in roots and 7703 DEGs in leaves. Integrating meta-QTL, gene expression, and functional annotation identified ZmVQ56 as a candidate gene involved in water‑nitrogen interactions. Since the maize transgenic material has not yet been obtained, Arabidopsis thaliana was used for functional analysis. Functional analysis in Arabidopsis showed that overexpression of ZmVQ56 reduced primary root length, fresh weight, and shoot nitrate content under low nitrogen and drought conditions, while the atsib1 mutant (homologous of ZmVQ56) exhibited opposite results. These findings provide insights into the genetic basis of water‑nitrogen interactions and suggest a role for ZmVQ56 in regulating low nitrogen and drought tolerance, offering potential for molecular breeding in maize.
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Affiliation(s)
- Jili Xu
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Xiong Zhong
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Hui Wang
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Hao Shi
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Guanqiang Zuo
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Lina Yin
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Shiwen Wang
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China.
| | - Xiping Deng
- State Key Laboratory of Soil and Water Conservation and Desertification Control, College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; College of Soil and Water Conservation Science and Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China; Institute of Soil and Water Conservation, Chinese Academy of Sciences, Ministry of Water Resources, Yangling, Shaanxi 712100, China
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Zheng R, Deng M, Lv D, Tong B, Liu Y, Luo H. Combined BSA-Seq and RNA-Seq Reveal Genes Associated with the Visual Stay-Green of Maize ( Zea mays L.). Int J Mol Sci 2023; 24:17617. [PMID: 38139444 PMCID: PMC10744276 DOI: 10.3390/ijms242417617] [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: 10/05/2023] [Revised: 12/11/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023] Open
Abstract
Maize has become one of the most widely grown grains in the world, and the stay-green mutant allows these plants to maintain their green leaves and photosynthetic potential for longer following anthesis than in non-mutated plants. As a result, stay-green plants have a higher production rate than non-stay-green varieties due to their prolonged grain-filling period. In this study, the candidate genes related to the visual stay-green at the maturation stage of maize were investigated. The F2 population was derived from the T01 (stay-green) and the Xin3 (non-stay-green) cross. Two bulked segregant analysis pools were constructed. According to the method of combining ED (Euclidean distance), Ridit (relative to an identified distribution unit), SmoothG, and SNP algorithms, a region containing 778 genes on chromosome 9 was recognized as the candidate region associated with the visual stay-green in maize. A total of eight modules were identified using WGCNA (weighted correlation network analysis), of which green, brown, pink, and salmon modules were significantly correlated with visual stay-green. BSA, combined with the annotation function, discovered 7 potential candidate genes, while WGCNA discovered 11 stay-green potential candidate genes. The candidate range was further reduced due through association analysis of BSA-seq and RNA-seq. We identified Zm00001eb378880, Zm00001eb383680, and Zm00001eb384100 to be the most likely candidate genes. Our results provide valuable insights into this new germplasm resource with reference to increasing the yield for maize.
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Affiliation(s)
- Ran Zheng
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
| | - Min Deng
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
- Maize Engineering Technology Research Center of Hunan Province, Changsha 410128, China
| | - Dan Lv
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
| | - Bo Tong
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
| | - Yuqing Liu
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
| | - Hongbing Luo
- College of Agronomy, Hunan Agricultural University, Changsha 410128, China; (R.Z.); (B.T.)
- Maize Engineering Technology Research Center of Hunan Province, Changsha 410128, China
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