{"title":"Candidate genes identification for internode length in rice via genome-wide association studies.","authors":"Bingxian Li, Jinghan Sun, Qiqi Yao, Yizhuo Ding, Yu Geng, Yaling Bao, Yang Ang, Hui Jiang, Zhen Yang, Yingyao Shi, Jianhua Jiang, Xiaojing Dang, Chaopu Zhang, Mukhammadjon Arabboevich Ergashev, Min Li, Jauhar Ali, Zhikang Li, Erbao Liu","doi":"10.1007/s00122-026-05395-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Key message: </strong>Through GWAS and CRISPR/Cas9, it was found that INL1 and INL2 act as candidate genes regulating rice internodes and may affect the GA pathway. Their favorable haplotypes provide valuable gene targets for dwarf breeding. The number and length of each internode of rice are the determining factors of plant height, and are important traits for lodging resistance and yield formation. Mining the genes related to the number and length of internodes is of great significance for cultivating dwarf or semi-dwarf varieties. In order to explore the genetic basis of the number and length of internodes, the length and number of internodes in rice were determined for genome-wide association analysis, covering 429 accessions with 3.16 million high-quality single nucleotide polymorphisms. GWAS identified 34 significant marker-trait associations, found four new QTLs, and screened two candidate genes Internode number and length 1 (INL1) and INL2. They are annotated as cytochrome P450 enzymes and zinc finger protein transcription factors, respectively. These two family members are widely involved in plant physiological activities. The internode length and plant height of INL1 and INL2 knockout plants were lower than that of wild type. Transcriptomic analysis revealed that the loss of INL1 and INL2 suppresses differentially modulates gibberellin (GA) metabolism, ultimately leading to a dwarf phenotype. Haplotype analysis showed that the internode length of the HapA type of the two genes was lower than that of other haplotypes. Favorable alleles of OsINL1 and OsINL2 reduce height and can be further used in rice dwarf breeding to improve rice lodging resistance.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 10","pages":""},"PeriodicalIF":4.1000,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Theoretical and Applied Genetics","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1007/s00122-026-05395-3","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0
Abstract
Key message: Through GWAS and CRISPR/Cas9, it was found that INL1 and INL2 act as candidate genes regulating rice internodes and may affect the GA pathway. Their favorable haplotypes provide valuable gene targets for dwarf breeding. The number and length of each internode of rice are the determining factors of plant height, and are important traits for lodging resistance and yield formation. Mining the genes related to the number and length of internodes is of great significance for cultivating dwarf or semi-dwarf varieties. In order to explore the genetic basis of the number and length of internodes, the length and number of internodes in rice were determined for genome-wide association analysis, covering 429 accessions with 3.16 million high-quality single nucleotide polymorphisms. GWAS identified 34 significant marker-trait associations, found four new QTLs, and screened two candidate genes Internode number and length 1 (INL1) and INL2. They are annotated as cytochrome P450 enzymes and zinc finger protein transcription factors, respectively. These two family members are widely involved in plant physiological activities. The internode length and plant height of INL1 and INL2 knockout plants were lower than that of wild type. Transcriptomic analysis revealed that the loss of INL1 and INL2 suppresses differentially modulates gibberellin (GA) metabolism, ultimately leading to a dwarf phenotype. Haplotype analysis showed that the internode length of the HapA type of the two genes was lower than that of other haplotypes. Favorable alleles of OsINL1 and OsINL2 reduce height and can be further used in rice dwarf breeding to improve rice lodging resistance.
期刊介绍:
Theoretical and Applied Genetics publishes original research and review articles in all key areas of modern plant genetics, plant genomics and plant biotechnology. All work needs to have a clear genetic component and significant impact on plant breeding. Theoretical considerations are only accepted in combination with new experimental data and/or if they indicate a relevant application in plant genetics or breeding. Emphasizing the practical, the journal focuses on research into leading crop plants and articles presenting innovative approaches.