首页 > 最新文献

Theoretical and Applied Genetics最新文献

英文 中文
Genetic analysis of a quantitative trait locus associated with resistance to the root-lesion nematode Pratylenchus neglectus in triticale. 小黑麦抗根病线虫数量性状位点的遗传分析。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-05 DOI: 10.1007/s00122-025-05112-6
Gurminder Singh, Krishna Acharya, Bonventure Mumia, Siddant Ranabhat, Ekta Ojha, Jatinder Singh, Upinder Gill, Sean Walkowiak, Harmeet Singh Chawla, Xuehui Li, Justin Faris, Zhaohui Liu, Guiping Yan

Message: A QTL from rye chromosome 5R confers resistance to root-lesion nematode in triticale.Root-lesion nematode (Pratylenchus neglectus, RLN) poses a significant threat to global wheat production. High levels of RLN resistance are rare in wheat. Triticale, an amphiploid generated by combining wheat and rye genomes that naturally carries rye-derived defense alleles, offers an untapped reservoir of nematode resistance. Here, we evaluated the response to RLN in 137 recombinant inbred lines (RILs) derived from a cross between two triticale cultivars: Siskiyou (susceptible) and Villax St. Jose (resistant). Genotyping-by-sequencing identified 1054 high-quality single-nucleotide polymorphism (SNP) markers, which, along with seven simple sequence repeat (SSR) markers, were assembled into 21 linkage groups covering the triticale genome. A single quantitative trait locus (QTL) on the rye-derived chromosome 5R was identified that explained approximately 20% of the phenotypic variance across experiments. A high-throughput Kompetitive allele-specific PCR (KASP) assay based on the most significant SNP marker was developed, providing a rapid genotyping platform for selecting the resistance allele and reducing reliance on labor-intensive phenotyping for P. neglectus resistance in triticale. This study reports the first mapped RLN-resistance QTL in triticale, laying the fundamental foundation for introgressing the 5R resistance allele into wheat via marker-assisted selection combined with chromosome engineering, thereby broadening the genetic basis for nematode resistance in cereal crops.

一个来自黑麦5R染色体的QTL赋予了小黑麦对根病线虫的抗性。根损线虫(Pratylenchus neglect, RLN)对全球小麦生产构成严重威胁。小麦对RLN的高水平抗性是罕见的。小黑麦是一种由小麦和黑麦基因组结合产生的两倍体,天然携带黑麦衍生的防御等位基因,提供了一个尚未开发的线虫抗性库。在这里,我们评估了137个重组自交系(rls)对RLN的反应,这些自交系是由两个小黑麦品种Siskiyou(易感)和Villax St. Jose(抗性)杂交而来。基因分型测序鉴定出1054个高质量的单核苷酸多态性(SNP)标记,与7个简单序列重复(SSR)标记一起组装成覆盖小黑麦基因组的21个连锁群。在黑麦衍生的5R染色体上发现了一个单一的数量性状位点(QTL),该位点解释了实验中约20%的表型变异。建立了一种基于最显著SNP标记的高通量竞争等位基因特异性PCR (KASP)方法,为选择抗性等位基因提供了快速的基因分型平台,减少了对劳动密集型表型的依赖。本研究报道了在小黑麦中首次定位到的rnn抗性QTL,为通过标记辅助选择结合染色体工程将5R抗性等位基因渗入小麦奠定了基础,从而拓宽了谷类作物抗线虫的遗传基础。
{"title":"Genetic analysis of a quantitative trait locus associated with resistance to the root-lesion nematode Pratylenchus neglectus in triticale.","authors":"Gurminder Singh, Krishna Acharya, Bonventure Mumia, Siddant Ranabhat, Ekta Ojha, Jatinder Singh, Upinder Gill, Sean Walkowiak, Harmeet Singh Chawla, Xuehui Li, Justin Faris, Zhaohui Liu, Guiping Yan","doi":"10.1007/s00122-025-05112-6","DOIUrl":"10.1007/s00122-025-05112-6","url":null,"abstract":"<p><strong>Message: </strong>A QTL from rye chromosome 5R confers resistance to root-lesion nematode in triticale.Root-lesion nematode (Pratylenchus neglectus, RLN) poses a significant threat to global wheat production. High levels of RLN resistance are rare in wheat. Triticale, an amphiploid generated by combining wheat and rye genomes that naturally carries rye-derived defense alleles, offers an untapped reservoir of nematode resistance. Here, we evaluated the response to RLN in 137 recombinant inbred lines (RILs) derived from a cross between two triticale cultivars: Siskiyou (susceptible) and Villax St. Jose (resistant). Genotyping-by-sequencing identified 1054 high-quality single-nucleotide polymorphism (SNP) markers, which, along with seven simple sequence repeat (SSR) markers, were assembled into 21 linkage groups covering the triticale genome. A single quantitative trait locus (QTL) on the rye-derived chromosome 5R was identified that explained approximately 20% of the phenotypic variance across experiments. A high-throughput Kompetitive allele-specific PCR (KASP) assay based on the most significant SNP marker was developed, providing a rapid genotyping platform for selecting the resistance allele and reducing reliance on labor-intensive phenotyping for P. neglectus resistance in triticale. This study reports the first mapped RLN-resistance QTL in triticale, laying the fundamental foundation for introgressing the 5R resistance allele into wheat via marker-assisted selection combined with chromosome engineering, thereby broadening the genetic basis for nematode resistance in cereal crops.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"24"},"PeriodicalIF":4.2,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12769958/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A genome-wide association analysis identifies a key candidate gene controlling plant growth habit in chickpea. 全基因组关联分析确定了鹰嘴豆控制植物生长习性的关键候选基因。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-03 DOI: 10.1007/s00122-025-05121-5
Rajib Kumbhakar, Mayulika Mondal, Virevol Thakro, Yashwant K Yadava, Uday Chand Jha, Shailesh Tripathi, Swarup K Parida

Key message: Integrated genome-wide and haplotype-based association analyses identified a key genomic locus governing plant growth habit (PGH) traits in chickpea. Identification of molecular markers governing plant growth habit (PGH) traits that enable mechanical harvestability is pivotal for boosting production efficiency of crops under changing climates and increasing global food demand. With a combinatorial integrated genomics-assisted breeding strategy comprising of association mapping, haplotype-based association, molecular haplotyping and gene expression analysis in a 286 association panel of chickpea (Cicer arietinum), we dissected the genetic basis of PGH traits. This study employed 382,171 genome-wide SNPs (single-nucleotide polymorphisms) obtained from whole-genome sequencing (WGS) of 286 desi and kabuli chickpea accessions and delineated a major genomic locus associated with PGH traits variation, particularly between erect (E)/semi-erect (SE) versus spreading (S)/semi-spreading (SS) types. Within this genomic loci, CaPAR1 (Cicer arietinum PAR1) and its derived natural alleles/haplotypes was identified as the candidate gene. These findings can facilitate generation of high-yielding, erect/semi-erect, mechanically harvestable cultivars through translational genomics and molecular breeding for genetic enhancement of chickpea.

综合全基因组和基于单倍型的关联分析确定了鹰嘴豆植物生长习性(PGH)性状的关键基因组位点。识别控制植物生长习性(PGH)性状的分子标记,使其能够实现机械收获,对于在气候变化和全球粮食需求增加的情况下提高作物的生产效率至关重要。通过对鹰嘴豆(Cicer arietinum) 286个关联群体进行关联定位、单倍型关联、分子单倍型分型和基因表达分析等组合整合基因组学辅助育种策略,剖析了鹰嘴豆PGH性状的遗传基础。该研究利用286份德西鹰嘴豆和卡布里鹰嘴豆全基因组测序(WGS)获得的382171个全基因组snp(单核苷酸多态性),描绘了一个与PGH性状变异相关的主要基因组位点,特别是在直立(E)/半直立(SE)型与蔓延(S)/半蔓延(SS)型之间。在该基因座中,CaPAR1 (Cicer arietinum PAR1)及其衍生的天然等位基因/单倍型被确定为候选基因。这些发现为通过转化基因组学和分子育种培育鹰嘴豆高产、直立/半直立、可机械收获的品种提供了有利条件。
{"title":"A genome-wide association analysis identifies a key candidate gene controlling plant growth habit in chickpea.","authors":"Rajib Kumbhakar, Mayulika Mondal, Virevol Thakro, Yashwant K Yadava, Uday Chand Jha, Shailesh Tripathi, Swarup K Parida","doi":"10.1007/s00122-025-05121-5","DOIUrl":"10.1007/s00122-025-05121-5","url":null,"abstract":"<p><strong>Key message: </strong>Integrated genome-wide and haplotype-based association analyses identified a key genomic locus governing plant growth habit (PGH) traits in chickpea. Identification of molecular markers governing plant growth habit (PGH) traits that enable mechanical harvestability is pivotal for boosting production efficiency of crops under changing climates and increasing global food demand. With a combinatorial integrated genomics-assisted breeding strategy comprising of association mapping, haplotype-based association, molecular haplotyping and gene expression analysis in a 286 association panel of chickpea (Cicer arietinum), we dissected the genetic basis of PGH traits. This study employed 382,171 genome-wide SNPs (single-nucleotide polymorphisms) obtained from whole-genome sequencing (WGS) of 286 desi and kabuli chickpea accessions and delineated a major genomic locus associated with PGH traits variation, particularly between erect (E)/semi-erect (SE) versus spreading (S)/semi-spreading (SS) types. Within this genomic loci, CaPAR1 (Cicer arietinum PAR1) and its derived natural alleles/haplotypes was identified as the candidate gene. These findings can facilitate generation of high-yielding, erect/semi-erect, mechanically harvestable cultivars through translational genomics and molecular breeding for genetic enhancement of chickpea.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"22"},"PeriodicalIF":4.2,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A robust 1K-core marker set for wild germplasm management and targeted pre-breeding of rice: development and applications. 用于水稻野生种质资源管理和有针对性的预育种的健壮的1k核心标记集:开发和应用。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-03 DOI: 10.1007/s00122-025-05133-1
Debashree Dalai, Dipti Ranjan Pani, Swayamsiddha Aswita Dhal, Motilal Behera, Tapan Kumar Mondal, Muhammad Azaharudheen Tp, Joshitha Vijayan, Deepa Sarkar, Pallavi Ghose, Abhijeet Roy, Kutubuddin A Molla, Anilkumar C, Lotan Kumar Bose, Trilochan Mohapatra, Soham Ray, Meera Kumari Kar, Mridul Chakraborti

Key message: A core set of sequence tagged microsatellite sites (STMS) markers for Oryza sativa complex were developed, validated and utilized for pre-breding and characterization of Oryza germplasm from different taxa.   Development of genome-wide distributed cross-transferable molecular markers applicable to different species can enhance pre-breeding efficiency. Screening of 23.5K primer pairs across nine reference genomes identified 1,008 cross-amplifiable sequence-tagged microsatellite site (STMS) markers, including 520 genic ones, for the Oryza sativa complex. Predicted amplicon lengths of the markers were validated using polymerase chain reaction (PCR). Additionally, 3,628-13,280 markers were identified for individual species. Most cross-amplifiable markers were syntenic across the A-genome. However, substantial intra- and inter-chromosomal translocations were detected in O. longistaminata, O. nivara, and O. meridionalis compared to other A-genome species and subspecies. Notably, four markers exhibited contrasting inter-chromosomal translocations between the three Asiatic A-genome species and the five other species from Africa, South America, and Australia. Among the 1K cross-amplifiable core markers, 629 syntenic STMS loci were considered cross-transferable across the A-genome, within which three markers showed distinct species-specific amplicon lengths. Additionally, 42 markers were predicted to be cross-amplifiable among O. sativa complex, O. punctata, and O. coarctata. PCR-based cross-amplification of the markers in 21 Oryza species revealed hyper-variable amplicon lengths, though their synteny could not be confirmed. The A-genome core markers, along with the species combination-wise markers, provide a reliable genomic resource for developing chromosome segment substitution lines (CSSLs), molecular mapping, and transferring diverse traits from multiple wild species to all types of cultivated rice, including O. sativa, O. glaberrima, and New Rice for Africa (NERICA). Selected cross-transferable markers were used to develop CSSLs by introgressing O. rufipogon genomic segments into the O. sativa background.

摘要:开发了一套核心序列标记微卫星位点(STMS),用于不同分类群的水稻种质资源的预育种和鉴定。开发适用于不同物种的全基因组分布、可交叉转移的分子标记可以提高育种前效率。对9个参考基因组的23.5K引物对进行筛选,鉴定出1008个可交叉扩增的序列标记微卫星位点(STMS)标记,其中520个基因标记。预测的扩增子长度用聚合酶链反应(PCR)验证。此外,单个物种鉴定出3,628 ~ 13,280个标记。大多数可交叉扩增的标记在a基因组中是合成的。然而,与其他a基因组物种和亚种相比,在O. longistaminata, O. nivara和O. meridionalis中检测到大量的染色体内和染色体间易位。值得注意的是,有四个标记显示了三个亚洲a基因组物种与来自非洲、南美洲和澳大利亚的其他五个物种之间的染色体间易位的差异。在1K个可交叉扩增的核心标记中,629个同源STMS位点被认为可跨a基因组交叉转移,其中3个标记具有不同的物种特异性扩增子长度。另外,在苜蓿复合体、斑点花和玉米花中有42个标记可交叉扩增。在21个稻属物种中进行pcr交叉扩增,发现扩增子长度高度可变,但它们的合度无法确定。a -基因组核心标记和物种组合标记为染色体片段代换系(CSSLs)的开发、分子定位以及多种野生物种的不同性状向栽培水稻(包括水稻、光斑水稻和非洲新稻)的转移提供了可靠的基因组资源。利用选择的可交叉转移标记,通过将水稻的基因组片段渗入到水稻的背景中来开发CSSLs。
{"title":"A robust 1K-core marker set for wild germplasm management and targeted pre-breeding of rice: development and applications.","authors":"Debashree Dalai, Dipti Ranjan Pani, Swayamsiddha Aswita Dhal, Motilal Behera, Tapan Kumar Mondal, Muhammad Azaharudheen Tp, Joshitha Vijayan, Deepa Sarkar, Pallavi Ghose, Abhijeet Roy, Kutubuddin A Molla, Anilkumar C, Lotan Kumar Bose, Trilochan Mohapatra, Soham Ray, Meera Kumari Kar, Mridul Chakraborti","doi":"10.1007/s00122-025-05133-1","DOIUrl":"10.1007/s00122-025-05133-1","url":null,"abstract":"<p><strong>Key message: </strong>A core set of sequence tagged microsatellite sites (STMS) markers for Oryza sativa complex were developed, validated and utilized for pre-breding and characterization of Oryza germplasm from different taxa.   Development of genome-wide distributed cross-transferable molecular markers applicable to different species can enhance pre-breeding efficiency. Screening of 23.5K primer pairs across nine reference genomes identified 1,008 cross-amplifiable sequence-tagged microsatellite site (STMS) markers, including 520 genic ones, for the Oryza sativa complex. Predicted amplicon lengths of the markers were validated using polymerase chain reaction (PCR). Additionally, 3,628-13,280 markers were identified for individual species. Most cross-amplifiable markers were syntenic across the A-genome. However, substantial intra- and inter-chromosomal translocations were detected in O. longistaminata, O. nivara, and O. meridionalis compared to other A-genome species and subspecies. Notably, four markers exhibited contrasting inter-chromosomal translocations between the three Asiatic A-genome species and the five other species from Africa, South America, and Australia. Among the 1K cross-amplifiable core markers, 629 syntenic STMS loci were considered cross-transferable across the A-genome, within which three markers showed distinct species-specific amplicon lengths. Additionally, 42 markers were predicted to be cross-amplifiable among O. sativa complex, O. punctata, and O. coarctata. PCR-based cross-amplification of the markers in 21 Oryza species revealed hyper-variable amplicon lengths, though their synteny could not be confirmed. The A-genome core markers, along with the species combination-wise markers, provide a reliable genomic resource for developing chromosome segment substitution lines (CSSLs), molecular mapping, and transferring diverse traits from multiple wild species to all types of cultivated rice, including O. sativa, O. glaberrima, and New Rice for Africa (NERICA). Selected cross-transferable markers were used to develop CSSLs by introgressing O. rufipogon genomic segments into the O. sativa background.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"23"},"PeriodicalIF":4.2,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145896890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modern Japanese rice cultivars often carry a nonautonomous retrotransposon-insertion mutation at the pathogenesis-related 1b protein gene locus causing reduced resistance to Pyricularia oryzae. 现代日本水稻品种经常在致病相关的1b蛋白基因位点携带非自主的反转录转座子插入突变,导致对稻瘟病的抗性降低。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-28 DOI: 10.1007/s00122-025-05132-2
Taketo Ishihara, Kotaro Abe, Miyako Kato, Tsuyoshi Inukai

In Japan, rice cultivars with high eating quality such as Koshihikari are often highly susceptible to the fungus Pyricularia oryzae, which causes rice blast, the most serious disease of rice; however, little is known about the genetic factors leading to this high susceptibility to blast. Here, after our initial inoculations with P. oryzae, the expression of the pathogenesis-related protein 1b (PR1b) gene was not detected in Koshihikari using RT-qPCR, but it was detected in Nipponbare, a moderately resistant cultivar. This unexpected result was due to the insertion of the nonautonomous retrotransposon Dasheng in the coding region of PR1b in Koshihikari. We then showed that blast resistance was higher in transgenic Koshihikari lines that overexpressed PR1b, suggesting that the PR1b mutation was one of the causes of high blast susceptibility of Koshihikari. When we checked for this PR1b mutation in the top 10 most widely grown rice cultivars in Japan and the current leading cultivars in Hokkaido Prefecture as examples, at least the top eight cultivars and all current leading cultivars in Hokkaido Prefecture had this mutation. Thus, the deleterious PR1b mutation seems to be fixed in nearly the entire rice population in Japan. Moreover, our survey of genomic sequences of 36 rice cultivars in public databases showed that Dasheng was inserted into the PR1b gene in two japonica cultivars and an indica cultivar, all bred in China, at a site identical to that in Koshihikari.

在日本,食用品质高的水稻品种,如“光”,往往极易感染稻瘟病菌,这种真菌会导致稻瘟病,稻瘟病是水稻最严重的疾病;然而,对导致这种高易感性的遗传因素知之甚少。本研究中,在我们初始接种P. oryzae后,使用RT-qPCR未在Koshihikari中检测到致病相关蛋白1b (PR1b)基因的表达,但在中等抗性品种Nipponbare中检测到该基因的表达。这一意想不到的结果是由于在Koshihikari的PR1b编码区插入了非自主反转录转座子Dasheng。结果表明,过表达PR1b的转基因光秃株系对稻瘟病的抗性更高,这表明PR1b突变是光秃株系对稻瘟病高敏感性的原因之一。当我们以日本最广泛种植的前10个水稻品种和北海道目前的主要品种为例检查PR1b突变时,至少前8个品种和北海道目前的所有主要品种都有这种突变。因此,有害的PR1b突变似乎在几乎整个日本水稻种群中都是固定的。此外,我们对公共数据库中36个水稻品种的基因组序列进行了调查,结果表明,大胜在2个粳稻品种和1个籼稻品种中插入了PR1b基因,位点与光光相同。
{"title":"Modern Japanese rice cultivars often carry a nonautonomous retrotransposon-insertion mutation at the pathogenesis-related 1b protein gene locus causing reduced resistance to Pyricularia oryzae.","authors":"Taketo Ishihara, Kotaro Abe, Miyako Kato, Tsuyoshi Inukai","doi":"10.1007/s00122-025-05132-2","DOIUrl":"10.1007/s00122-025-05132-2","url":null,"abstract":"<p><p>In Japan, rice cultivars with high eating quality such as Koshihikari are often highly susceptible to the fungus Pyricularia oryzae, which causes rice blast, the most serious disease of rice; however, little is known about the genetic factors leading to this high susceptibility to blast. Here, after our initial inoculations with P. oryzae, the expression of the pathogenesis-related protein 1b (PR1b) gene was not detected in Koshihikari using RT-qPCR, but it was detected in Nipponbare, a moderately resistant cultivar. This unexpected result was due to the insertion of the nonautonomous retrotransposon Dasheng in the coding region of PR1b in Koshihikari. We then showed that blast resistance was higher in transgenic Koshihikari lines that overexpressed PR1b, suggesting that the PR1b mutation was one of the causes of high blast susceptibility of Koshihikari. When we checked for this PR1b mutation in the top 10 most widely grown rice cultivars in Japan and the current leading cultivars in Hokkaido Prefecture as examples, at least the top eight cultivars and all current leading cultivars in Hokkaido Prefecture had this mutation. Thus, the deleterious PR1b mutation seems to be fixed in nearly the entire rice population in Japan. Moreover, our survey of genomic sequences of 36 rice cultivars in public databases showed that Dasheng was inserted into the PR1b gene in two japonica cultivars and an indica cultivar, all bred in China, at a site identical to that in Koshihikari.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"21"},"PeriodicalIF":4.2,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145850988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ey-1 encodes a DEDDh exonuclease in eggplant (Solanum melongena), providing a novel pathway for begomovirus resistance. Ey-1在茄子(Solanum melongena)中编码一个DEDDh外切酶,为茄子抗begomavirus提供了新的途径。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-27 DOI: 10.1007/s00122-025-05120-6
Nadya Syafira Pohan, Kyohei Kikkawa, Natsuki Hata, Ryota Saeki, Atsushi J Nagano, Takaaki Mashiko, Sota Koeda

The whitefly-transmitted begomovirus can devastate Solanaceae crops worldwide. Despite a strong demand for the genetic introgression of begomovirus resistance, only the begomovirus resistance gene in tomatoes and peppers has been cloned. Here, we aimed to identify a begomovirus resistance gene in eggplant (Solanum melongena). Previously, we identified accession No.820 as a resistance source against tomato yellow leaf curl Kanchanaburi virus (TYLCKaV). A dominant locus, Eggplant yellow leaf curl disease virus resistance 1 (Ey-1), conferring resistance against TYLCKaV was identified on chromosome 1 by genetic mapping using the F2 and F2:3 segregating populations obtained from cross-pollination of No.820 and begomovirus susceptible No.47. From whole-genome and transcriptome sequencing of No.820 and No.47, we selected 5 genes as candidates among 10 genes on the final 113-kb target region. Reverse genetic analysis using virus-induced gene silencing (VIGS) of these five candidate genes in No.820 revealed that silencing of SmNEN3, which encodes a DEDDh family exonuclease protein, resulted in loss of resistance. Comparison of the genomic and transcript sequences of SmNEN3 from No.820 and No.47 revealed a single amino acid deletion and nonsynonymous mutations that most likely contribute to begomovirus resistance. No.820 is a highly valuable genetic resource with dominant resistance to begomovirus, and the new DNA markers will greatly aid marker-assisted breeding.

白蛉传播的begomvirus可以在世界范围内破坏茄科作物。尽管人们强烈要求对begomavirus抗性进行遗传渗入,但目前只有番茄和辣椒的begomavirus抗性基因被克隆出来。在这里,我们旨在鉴定茄子(Solanum melongena)的抗begomvirus基因。此前,我们鉴定了820号加入物为番茄黄卷叶病毒(TYLCKaV)的抗性来源。利用820号和47号异花授粉的F2和F2:3分离群体,在1号染色体上鉴定了茄子黄卷叶病病毒抗性1 (y-1)的显性位点。通过对No.820和No.47的全基因组和转录组测序,我们从最终113-kb靶区10个基因中选择了5个基因作为候选基因。利用病毒诱导基因沉默(VIGS)对No.820这5个候选基因进行反向遗传分析发现,编码DEDDh家族外切酶蛋白的SmNEN3基因沉默导致抗性丧失。比较820号和47号SmNEN3的基因组序列和转录序列,发现一个氨基酸缺失和非同义突变很可能导致begomavirus的抗性。820号是一种对begomavirus具有显性抗性的极具价值的遗传资源,新的DNA标记将极大地促进标记辅助育种。
{"title":"Ey-1 encodes a DEDDh exonuclease in eggplant (Solanum melongena), providing a novel pathway for begomovirus resistance.","authors":"Nadya Syafira Pohan, Kyohei Kikkawa, Natsuki Hata, Ryota Saeki, Atsushi J Nagano, Takaaki Mashiko, Sota Koeda","doi":"10.1007/s00122-025-05120-6","DOIUrl":"10.1007/s00122-025-05120-6","url":null,"abstract":"<p><p>The whitefly-transmitted begomovirus can devastate Solanaceae crops worldwide. Despite a strong demand for the genetic introgression of begomovirus resistance, only the begomovirus resistance gene in tomatoes and peppers has been cloned. Here, we aimed to identify a begomovirus resistance gene in eggplant (Solanum melongena). Previously, we identified accession No.820 as a resistance source against tomato yellow leaf curl Kanchanaburi virus (TYLCKaV). A dominant locus, Eggplant yellow leaf curl disease virus resistance 1 (Ey-1), conferring resistance against TYLCKaV was identified on chromosome 1 by genetic mapping using the F<sub>2</sub> and F<sub>2:3</sub> segregating populations obtained from cross-pollination of No.820 and begomovirus susceptible No.47. From whole-genome and transcriptome sequencing of No.820 and No.47, we selected 5 genes as candidates among 10 genes on the final 113-kb target region. Reverse genetic analysis using virus-induced gene silencing (VIGS) of these five candidate genes in No.820 revealed that silencing of SmNEN3, which encodes a DEDDh family exonuclease protein, resulted in loss of resistance. Comparison of the genomic and transcript sequences of SmNEN3 from No.820 and No.47 revealed a single amino acid deletion and nonsynonymous mutations that most likely contribute to begomovirus resistance. No.820 is a highly valuable genetic resource with dominant resistance to begomovirus, and the new DNA markers will greatly aid marker-assisted breeding.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"20"},"PeriodicalIF":4.2,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Allopolyploidization-driven short-term evolution of miRNAs in Brassica A genome. 同种异体多倍体驱动的芸苔A基因组mirna短期进化
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-26 DOI: 10.1007/s00122-025-05128-y
Mengyan Zhang, Guojin Yang, Mingli Yan, Zhixiang Liu, Chaozhen Zeng

Allopolyploidization is a major driver of plant evolution and crop improvement, influencing both adaptation and diversification. MicroRNAs (miRNAs), 20-24 nt endogenous noncoding RNAs, regulate post-transcriptional gene expression and influence diverse biological processes. MiRNAs regulate a variety of agronomic traits and represent an important genetic resource for crop genetic improvement. While prevalent in plant evolution, the short-term (< 10,000 years) impact of allopolyploidization on miRNA evolution remains unclear. This study systematically compared miRNAs in the A genomes of Brassica rapa, Brassica juncea, and Brassica napus to reveal the short-term effects of allopolyploidization on miRNAs. The results showed that allopolyploidization caused loss of over half of the miRNAs in the A genomes of B. juncea and B. napus and accelerated miRNA cluster loss. The subgenome dominance (LF > MF1/MF2) resulting from ancient whole-genome triplication persisted post-allopolyploidization. Following allopolyploidization, the nucleotide divergence of miRNAs did not change significantly, and the maximum nucleotide divergence was only 0.11. Multi-copy miRNA retention rates differ between B. juncea and B. napus, potentially due to the influence of B and C genomes. MiRNA retention was affected by flanking protein-coding genes, with those adjacent to multi-copy protein-coding genes more likely retained as multiple copies post-allopolyploidization. Retained single miRNAs may form miRNA clusters via tandem duplication events. Additionally, homoeologous exchanges may affect the protein-coding genes flanking miRNAs. These findings indicated that short-term allopolyploidization significantly affected miRNA retention in Brassica A genome, providing new insights into allopolyploidization impacts on miRNA evolution.

异源多倍体是植物进化和作物改良的主要驱动力,影响着植物的适应性和多样性。MicroRNAs (miRNAs)是一种20-24 nt内源性非编码rna,可调节转录后基因表达并影响多种生物过程。mirna调控多种农艺性状,是作物遗传改良的重要遗传资源。虽然在植物进化中普遍存在,但由古代全基因组三倍复制产生的短期(MF1/MF2)在异源多倍体化后持续存在。同种异体多倍体化后,mirna的核苷酸差异无明显变化,最大核苷酸差异仅为0.11。芥菜和油菜的多拷贝miRNA保留率不同,可能是由于B和C基因组的影响。MiRNA的保留受侧翼蛋白编码基因的影响,与多拷贝蛋白编码基因相邻的MiRNA更有可能在异源多倍体化后作为多拷贝保留。保留的单个miRNA可能通过串联复制事件形成miRNA集群。此外,同源交换可能影响mirna两侧的蛋白质编码基因。这些发现表明,短期异源多倍体化显著影响了芸苔A基因组中miRNA的保留,为研究异源多倍体化对miRNA进化的影响提供了新的思路。
{"title":"Allopolyploidization-driven short-term evolution of miRNAs in Brassica A genome.","authors":"Mengyan Zhang, Guojin Yang, Mingli Yan, Zhixiang Liu, Chaozhen Zeng","doi":"10.1007/s00122-025-05128-y","DOIUrl":"10.1007/s00122-025-05128-y","url":null,"abstract":"<p><p>Allopolyploidization is a major driver of plant evolution and crop improvement, influencing both adaptation and diversification. MicroRNAs (miRNAs), 20-24 nt endogenous noncoding RNAs, regulate post-transcriptional gene expression and influence diverse biological processes. MiRNAs regulate a variety of agronomic traits and represent an important genetic resource for crop genetic improvement. While prevalent in plant evolution, the short-term (< 10,000 years) impact of allopolyploidization on miRNA evolution remains unclear. This study systematically compared miRNAs in the A genomes of Brassica rapa, Brassica juncea, and Brassica napus to reveal the short-term effects of allopolyploidization on miRNAs. The results showed that allopolyploidization caused loss of over half of the miRNAs in the A genomes of B. juncea and B. napus and accelerated miRNA cluster loss. The subgenome dominance (LF > MF1/MF2) resulting from ancient whole-genome triplication persisted post-allopolyploidization. Following allopolyploidization, the nucleotide divergence of miRNAs did not change significantly, and the maximum nucleotide divergence was only 0.11. Multi-copy miRNA retention rates differ between B. juncea and B. napus, potentially due to the influence of B and C genomes. MiRNA retention was affected by flanking protein-coding genes, with those adjacent to multi-copy protein-coding genes more likely retained as multiple copies post-allopolyploidization. Retained single miRNAs may form miRNA clusters via tandem duplication events. Additionally, homoeologous exchanges may affect the protein-coding genes flanking miRNAs. These findings indicated that short-term allopolyploidization significantly affected miRNA retention in Brassica A genome, providing new insights into allopolyploidization impacts on miRNA evolution.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"18"},"PeriodicalIF":4.2,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A major qualitative trait locus increases antioxidant activity in testaless peanut seeds. 一个主要的品质性状位点增加了不育花生种子的抗氧化活性。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-26 DOI: 10.1007/s00122-025-05123-3
Xing Zhao, Yurong Li, Xiaodong Tang, Sijie Liu, Qiao Su, Pengju Hu, Xinxin Jin, Yahui Song, Jin Wang, Yongqing Yang

Key message: Arachis hypogaea High Antioxidant Activity gene 1 (AhHAA1), likely encoding an anthocyanidin reductase, enhances nutritional quality of testaless peanut seeds. Improving the antioxidant activity of peanut (Arachis hypogaea) seeds is critical for extending their shelf life and enhancing their nutritional quality. Mining of genetic resources to identify loci associated with antioxidant activity could facilitate the breeding of new cultivars with high antioxidant activity in seeds. Here, we developed a population of advanced recombinant inbred lines containing 175 F5:6 families derived from the parents 'JiHua 11' (JH11) and 'JiHuaTian 1' (JHT1). We constructed a high-resolution genetic map covering 2870.3 cM, with an average length of 143.5 cM per linkage group, using 1108 polymorphic single-nucleotide polymorphisms to identify quantitative trait loci (QTLs) associated with antioxidant activity and the contents of antioxidant components. The major QTL qIAA_A03_2 made the greatest contribution to standing genetic variation (53.75%). We mapped qIAA_A03_2 to a physical interval of approximately 80 kb on chromosome A03. Analysis of whole-genome variation between parents uncovered a strong candidate gene encoding an anthocyanin reductase, designated Arachis hypogaea High Antioxidant Activity 1 (AhHAA1). Analysis of the genotypes and phenotypes of near-inbred lines with high and low antioxidant levels as well as 50 peanut accessions suggested that AhHAA1 increases the antioxidant activity of processed testaless seeds, primarily by affecting the contents of antioxidant component_3 (AC3) and AC4. Our results provide insights into the genetic regulation of antioxidant activity in peanut seeds that can survive testa removal during processing. In addition, the polymorphic markers linked to AhHAA1 could facilitate the selection of germplasm and the breeding of peanuts with high nutritional quality via marker-assisted selection.

高抗氧化活性基因1 (AhHAA1)可能编码一种花青素还原酶,可提高不育花生种子的营养品质。提高花生种子的抗氧化活性是延长其保质期和提高其营养品质的关键。挖掘遗传资源,鉴定与抗氧化活性相关的基因位点,有利于种子抗氧化活性高的新品种的选育。本研究以“吉花11号”(JH11)和“吉花天1号”(JHT1)为亲本,构建了包含175个F5:6家系的高级重组自交系群体。利用1108个多态单核苷酸多态性,构建了覆盖2870.3 cM、每个连锁组平均长度为143.5 cM的高分辨率遗传图谱,鉴定了与抗氧化活性和抗氧化成分含量相关的数量性状位点(qtl)。主QTL qIAA_A03_2对常立遗传变异贡献最大(53.75%)。我们将qIAA_A03_2定位到A03染色体上约80kb的物理区间。通过分析亲本之间的全基因组变异,发现了一个编码花青素还原酶的强候选基因,命名为arachhis hypogaea High antioxidants Activity 1 (AhHAA1)。对抗氧化水平高、低的近自交系和50份花生材料的基因型和表型分析表明,AhHAA1通过影响抗氧化组分3 (AC3)和AC4的含量,提高了加工无性种子的抗氧化活性。我们的研究结果为花生种子抗氧化活性的遗传调控提供了见解,这些种子在加工过程中可以在去皮过程中存活。此外,与AhHAA1连锁的多态性标记可以通过标记辅助选择促进种质选择和高营养品质花生的选育。
{"title":"A major qualitative trait locus increases antioxidant activity in testaless peanut seeds.","authors":"Xing Zhao, Yurong Li, Xiaodong Tang, Sijie Liu, Qiao Su, Pengju Hu, Xinxin Jin, Yahui Song, Jin Wang, Yongqing Yang","doi":"10.1007/s00122-025-05123-3","DOIUrl":"10.1007/s00122-025-05123-3","url":null,"abstract":"<p><strong>Key message: </strong>Arachis hypogaea High Antioxidant Activity gene 1 (AhHAA1), likely encoding an anthocyanidin reductase, enhances nutritional quality of testaless peanut seeds. Improving the antioxidant activity of peanut (Arachis hypogaea) seeds is critical for extending their shelf life and enhancing their nutritional quality. Mining of genetic resources to identify loci associated with antioxidant activity could facilitate the breeding of new cultivars with high antioxidant activity in seeds. Here, we developed a population of advanced recombinant inbred lines containing 175 F<sub>5:6</sub> families derived from the parents 'JiHua 11' (JH11) and 'JiHuaTian 1' (JHT1). We constructed a high-resolution genetic map covering 2870.3 cM, with an average length of 143.5 cM per linkage group, using 1108 polymorphic single-nucleotide polymorphisms to identify quantitative trait loci (QTLs) associated with antioxidant activity and the contents of antioxidant components. The major QTL qIAA_A03_2 made the greatest contribution to standing genetic variation (53.75%). We mapped qIAA_A03_2 to a physical interval of approximately 80 kb on chromosome A03. Analysis of whole-genome variation between parents uncovered a strong candidate gene encoding an anthocyanin reductase, designated Arachis hypogaea High Antioxidant Activity 1 (AhHAA1). Analysis of the genotypes and phenotypes of near-inbred lines with high and low antioxidant levels as well as 50 peanut accessions suggested that AhHAA1 increases the antioxidant activity of processed testaless seeds, primarily by affecting the contents of antioxidant component_3 (AC3) and AC4. Our results provide insights into the genetic regulation of antioxidant activity in peanut seeds that can survive testa removal during processing. In addition, the polymorphic markers linked to AhHAA1 could facilitate the selection of germplasm and the breeding of peanuts with high nutritional quality via marker-assisted selection.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"19"},"PeriodicalIF":4.2,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145834828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of quantitative trait loci qPL6 for petiole length in soybean. 大豆叶柄长度数量性状位点qPL6的鉴定。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-24 DOI: 10.1007/s00122-025-05126-0
Weiwei Fan, Lindong Wang, Wenxuan Huang, Jia Liu, Bing Li, Jingyu Peng, Ruirui Ma, Ran Xu, Lianjun Sun

Key message: A stable QTL for petiole length, qPL6, was mapped in a RIL population over three consecutive growing seasons, with two candidate genes identified through integrated RNA-seq analysis. Petiole length is a critical determinant of canopy architecture in soybean (Glycine max (L.) Merr.), directly modulating yield potential through its effects on photosynthetic efficiency. Consequently, identifying genes controlling petiole length is essential for developing an ideal plant architecture adapted to high-density planting, ultimately increasing yield per unit area. Here we identified a stable quantitative trait locus (QTL) for petiole length on chromosome 6, designated qPL6, across three consecutive growing seasons, which explained 6.13-19.42% of the phenotypic variance. By comparing the longitudinal anatomical structures of petioles from Qi Huang No34 (QH34) and Ji Dou No17 (JD17), we determined that the difference in petiole length was attributed to variations in parenchyma cell lengths. Through RNA-seq analysis of two near-isogenic lines (NILs), we identified 90 differential expressed genes (DEGs) common to the upper, middle and lower petioles. These DEGs were significantly enriched in GO terms related to hormone signaling pathways and cell wall organization. By integrating analysis of sequence variations with transcriptional profiles, we selected two candidate genes, Glyma.06G258000 and Glyma.06G260800, both implicated in the auxin-responsive pathway. Glyma.06G258000 showed differential expression in the petiole, pulvinus and leaf, and carried a 626-bp InDel located 737 bp upstream of its coding region. Glyma.06G260800 contained two SNPs in its second exon that induced two nonsynonymous mutations. The novel QTL and candidate genes identified in this study offer valuable genetic resources for soybean molecular breeding aimed at optimizing plant architecture and increasing yield.

关键信息:一个稳定的叶柄长度qPL6在RIL群体中连续三个生长季节被定位,并通过集成RNA-seq分析鉴定出两个候选基因。叶柄长度是大豆冠层结构的关键决定因素(Glycine max (L.))Merr.),通过其对光合效率的影响直接调节产量潜力。因此,确定控制叶柄长度的基因对于培育适合高密度种植的理想植物结构,最终提高单位面积产量至关重要。本研究在6号染色体上发现了一个稳定的叶柄长度数量性状位点(qPL6),该位点跨越3个生长季节,解释了6.13-19.42%的表型变异。通过比较芪黄34号(QH34)和鸡豆17号(JD17)叶柄的纵向解剖结构,认为叶柄长度的差异是由薄壁细胞长度的差异引起的。通过对两个近等基因系(NILs)的RNA-seq分析,我们鉴定出90个差异表达基因(DEGs)共同存在于上、中、下叶柄。这些deg显著富集与激素信号通路和细胞壁组织相关的氧化石墨烯。通过对序列变异和转录谱的综合分析,我们选择了两个候选基因Glyma.06G258000和Glyma.06G260800,这两个基因都与生长素响应途径有关。Glyma.06G258000在叶柄、叶柄和叶中均有差异表达,其编码区上游737 bp处携带一个626 bp的InDel。Glyma.06G260800的第二个外显子包含两个snp,导致两个非同义突变。本研究鉴定的新QTL和候选基因为大豆分子育种优化植株结构和提高产量提供了宝贵的遗传资源。
{"title":"Identification of quantitative trait loci qPL6 for petiole length in soybean.","authors":"Weiwei Fan, Lindong Wang, Wenxuan Huang, Jia Liu, Bing Li, Jingyu Peng, Ruirui Ma, Ran Xu, Lianjun Sun","doi":"10.1007/s00122-025-05126-0","DOIUrl":"10.1007/s00122-025-05126-0","url":null,"abstract":"<p><strong>Key message: </strong>A stable QTL for petiole length, qPL6, was mapped in a RIL population over three consecutive growing seasons, with two candidate genes identified through integrated RNA-seq analysis. Petiole length is a critical determinant of canopy architecture in soybean (Glycine max (L.) Merr.), directly modulating yield potential through its effects on photosynthetic efficiency. Consequently, identifying genes controlling petiole length is essential for developing an ideal plant architecture adapted to high-density planting, ultimately increasing yield per unit area. Here we identified a stable quantitative trait locus (QTL) for petiole length on chromosome 6, designated qPL6, across three consecutive growing seasons, which explained 6.13-19.42% of the phenotypic variance. By comparing the longitudinal anatomical structures of petioles from Qi Huang No34 (QH34) and Ji Dou No17 (JD17), we determined that the difference in petiole length was attributed to variations in parenchyma cell lengths. Through RNA-seq analysis of two near-isogenic lines (NILs), we identified 90 differential expressed genes (DEGs) common to the upper, middle and lower petioles. These DEGs were significantly enriched in GO terms related to hormone signaling pathways and cell wall organization. By integrating analysis of sequence variations with transcriptional profiles, we selected two candidate genes, Glyma.06G258000 and Glyma.06G260800, both implicated in the auxin-responsive pathway. Glyma.06G258000 showed differential expression in the petiole, pulvinus and leaf, and carried a 626-bp InDel located 737 bp upstream of its coding region. Glyma.06G260800 contained two SNPs in its second exon that induced two nonsynonymous mutations. The novel QTL and candidate genes identified in this study offer valuable genetic resources for soybean molecular breeding aimed at optimizing plant architecture and increasing yield.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"17"},"PeriodicalIF":4.2,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145820783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating cis-regulatory elements and gene expression in multiple tomato varieties using interpretable deep learning. 利用可解释深度学习研究多个番茄品种的顺式调控元件和基因表达。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-23 DOI: 10.1007/s00122-025-05109-1
Xiang Ji, Cong Wang, He Zhang, Xiuyi Gong, Chunyu Zhu, Yanshen Zhao, Yang Liu, Zhongzhi Han, Hang He

Cis-regulatory elements (CREs) govern gene expression, and the relationship between non-coding regulatory elements and gene expression is inherently complex. To further elucidate how these elements influence gene expression, we refined previous models and developed an interpretable deep learning model, termed L-CRE. By analyzing the flanking regions of genes from four distinct tomato varieties, this model successfully predicted high and low levels of gene expression, achieving a peak accuracy of 86.9%, demonstrating robust performance. To gain deeper insights into the model's predictive mechanisms, we conducted an interpretability analysis, calculating and evaluating the contribution scores of different genomic regions to the prediction outcomes. Through further exploration of these contribution scores, we identified several critical genomic regions that significantly influence the prediction of gene expression levels. Notably, these regions frequently encompass transcription factor binding sites. Moreover, based on the analysis of contribution scores, we successfully identified several experimentally validated regulatory elements. This study not only enhances our understanding of gene regulatory mechanisms in tomatoes but also provides novel insights and methodologies for future research in crop genetic improvement and functional genomics.

顺式调控元件(cre)调控基因表达,非编码调控元件与基因表达之间的关系具有内在的复杂性。为了进一步阐明这些因素如何影响基因表达,我们改进了以前的模型,并开发了一个可解释的深度学习模型,称为L-CRE。通过分析4个不同番茄品种基因的侧翼区域,该模型成功预测了基因的高表达和低表达水平,达到了86.9%的峰值准确率,表现出了稳健的性能。为了更深入地了解模型的预测机制,我们进行了可解释性分析,计算和评估了不同基因组区域对预测结果的贡献分数。通过对这些贡献分数的进一步探索,我们确定了几个关键的基因组区域,这些区域显著影响基因表达水平的预测。值得注意的是,这些区域经常包含转录因子结合位点。此外,基于对贡献分数的分析,我们成功地确定了几个实验验证的调控元件。该研究不仅加深了我们对番茄基因调控机制的认识,也为今后作物遗传改良和功能基因组学的研究提供了新的思路和方法。
{"title":"Investigating cis-regulatory elements and gene expression in multiple tomato varieties using interpretable deep learning.","authors":"Xiang Ji, Cong Wang, He Zhang, Xiuyi Gong, Chunyu Zhu, Yanshen Zhao, Yang Liu, Zhongzhi Han, Hang He","doi":"10.1007/s00122-025-05109-1","DOIUrl":"10.1007/s00122-025-05109-1","url":null,"abstract":"<p><p>Cis-regulatory elements (CREs) govern gene expression, and the relationship between non-coding regulatory elements and gene expression is inherently complex. To further elucidate how these elements influence gene expression, we refined previous models and developed an interpretable deep learning model, termed L-CRE. By analyzing the flanking regions of genes from four distinct tomato varieties, this model successfully predicted high and low levels of gene expression, achieving a peak accuracy of 86.9%, demonstrating robust performance. To gain deeper insights into the model's predictive mechanisms, we conducted an interpretability analysis, calculating and evaluating the contribution scores of different genomic regions to the prediction outcomes. Through further exploration of these contribution scores, we identified several critical genomic regions that significantly influence the prediction of gene expression levels. Notably, these regions frequently encompass transcription factor binding sites. Moreover, based on the analysis of contribution scores, we successfully identified several experimentally validated regulatory elements. This study not only enhances our understanding of gene regulatory mechanisms in tomatoes but also provides novel insights and methodologies for future research in crop genetic improvement and functional genomics.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"16"},"PeriodicalIF":4.2,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vacuolar K⁺ efflux transporter TaTPK1-5D confers low-K⁺ tolerance of 'Zhengmai 136' through interaction with TaCIPK23-4D in bread wheat. 液泡K +外排转运体TaTPK1-5D通过与面包小麦TaCIPK23-4D相互作用,赋予“郑麦136”低K +耐受性。
IF 4.2 1区 农林科学 Q1 AGRONOMY Pub Date : 2025-12-22 DOI: 10.1007/s00122-025-05114-4
Yingna Feng, Qianni Wei, Sisi Sun, Hongbing Zhang, Ting Zhou, Rui Cui, Wenxu Li, Yunqi Liu, Yingpeng Hua, Zhengfu Zhou

Key message: The tonoplast-localized transporter TaTPK1-5D, interacting with TaCIPK23-4D , enhances low K⁺ tolerance in wheat by promoting vacuolar K⁺ efflux, providing a key genetic target for improving K⁺-use efficiency in breeding. Bread wheat (Triticum aestivum L.) serves as a staple food for more than one-third of the global population, and potassium (K+) is critical for wheat yield and quality. However, the molecular mechanisms underlying wheat survival under low-K+ conditions remain poorly understood. In this study, a phenotypic screening of 712 wheat accessions identified a low-K+ sensitive genotype (H735) and a low-K+ tolerant genotype (H467, namely Zhengmai 136). Measurements of K+ concentration and non-invasive micro-test technology revealed that the differential tolerance between the two genotypes was not attributable to root K+ uptake capacity, but rather to a higher vacuolar K+ efflux rate in H467 compared to H735. Through transcriptomic-assisted differential expression and co-expression network analysis, a tonoplast-localized K⁺ efflux transporter, TaTPK1-5D, was identified as a key candidate underlying differential low-K⁺ tolerance in wheat. Functional disruption of TaTPK1-5DH467, but not TaTPK2-3DH467/2-4DH467/3-5DH467, significantly reduced both low-K+ tolerance and vacuolar K+ efflux in H467. High TaTPK1-5D expression was consistently observed in several other K+-efficient wheat accessions. Importantly, yeast two-hybrid screening, bimolecular fluorescence complementation, and pull-down assays demonstrated that TaTPK1-5D interacted with the protein kinase TaCIPK23-4D. Functional disruption of TaCIPK23-4D led to dramatic sensitivity to low-K+ stress. These findings establish TaTPK1-5D as a major vacuolar K+ efflux transporter facilitating subcellular K+ remobilization under low-K+ conditions.

关键信息:tono质体定位转运体TaTPK1-5D与TaCIPK23-4D相互作用,通过促进液泡K +外溢增强小麦对低K +的耐受性,为提高K +在育种中的利用效率提供了关键的遗传靶点。面包小麦(Triticum aestivum L.)是全球三分之一以上人口的主食,钾(K+)对小麦的产量和品质至关重要。然而,小麦在低钾+条件下存活的分子机制尚不清楚。本研究对712份小麦材料进行表型筛选,鉴定出低钾敏感基因型(H735)和耐低钾基因型(H467,即郑麦136)。K+浓度测定和无创微检测技术表明,H467基因型对K+的耐受性差异并非源于根对K+的吸收能力,而是由于H467的液泡K+外排速率高于H735。通过转录组辅助的差异表达和共表达网络分析,一种tonoplast定位的K +外排转运蛋白TaTPK1-5D被确定为小麦差异低K +耐受性的关键候选基因。TaTPK1-5DH467的功能破坏,而不是TaTPK2-3DH467/2-4DH467/3-5DH467的功能破坏,显著降低了H467的低K+耐受性和液泡K+外排。TaTPK1-5D的高表达在其他几个K+高效小麦品种中一致观察到。重要的是,酵母双杂交筛选、双分子荧光互补和下拉实验表明,TaTPK1-5D与蛋白激酶TaCIPK23-4D相互作用。TaCIPK23-4D的功能破坏导致其对低钾胁迫的敏感性显著升高。这些发现表明TaTPK1-5D是一个主要的液泡K+外排转运体,在低K+条件下促进亚细胞K+再动员。
{"title":"Vacuolar K⁺ efflux transporter TaTPK1-5D confers low-K⁺ tolerance of 'Zhengmai 136' through interaction with TaCIPK23-4D in bread wheat.","authors":"Yingna Feng, Qianni Wei, Sisi Sun, Hongbing Zhang, Ting Zhou, Rui Cui, Wenxu Li, Yunqi Liu, Yingpeng Hua, Zhengfu Zhou","doi":"10.1007/s00122-025-05114-4","DOIUrl":"10.1007/s00122-025-05114-4","url":null,"abstract":"<p><strong>Key message: </strong>The tonoplast-localized transporter TaTPK1-5D, interacting with TaCIPK23-4D , enhances low K⁺ tolerance in wheat by promoting vacuolar K⁺ efflux, providing a key genetic target for improving K⁺-use efficiency in breeding. Bread wheat (Triticum aestivum L.) serves as a staple food for more than one-third of the global population, and potassium (K<sup>+</sup>) is critical for wheat yield and quality. However, the molecular mechanisms underlying wheat survival under low-K<sup>+</sup> conditions remain poorly understood. In this study, a phenotypic screening of 712 wheat accessions identified a low-K<sup>+</sup> sensitive genotype (H735) and a low-K<sup>+</sup> tolerant genotype (H467, namely Zhengmai 136). Measurements of K<sup>+</sup> concentration and non-invasive micro-test technology revealed that the differential tolerance between the two genotypes was not attributable to root K<sup>+</sup> uptake capacity, but rather to a higher vacuolar K<sup>+</sup> efflux rate in H467 compared to H735. Through transcriptomic-assisted differential expression and co-expression network analysis, a tonoplast-localized K⁺ efflux transporter, TaTPK1-5D, was identified as a key candidate underlying differential low-K⁺ tolerance in wheat. Functional disruption of TaTPK1-5D<sup>H467</sup>, but not TaTPK2-3D<sup>H467</sup>/2-4D<sup>H467</sup>/3-5D<sup>H467</sup>, significantly reduced both low-K<sup>+</sup> tolerance and vacuolar K<sup>+</sup> efflux in H467. High TaTPK1-5D expression was consistently observed in several other K<sup>+</sup>-efficient wheat accessions. Importantly, yeast two-hybrid screening, bimolecular fluorescence complementation, and pull-down assays demonstrated that TaTPK1-5D interacted with the protein kinase TaCIPK23-4D. Functional disruption of TaCIPK23-4D led to dramatic sensitivity to low-K<sup>+</sup> stress. These findings establish TaTPK1-5D as a major vacuolar K<sup>+</sup> efflux transporter facilitating subcellular K<sup>+</sup> remobilization under low-K<sup>+</sup> conditions.</p>","PeriodicalId":22955,"journal":{"name":"Theoretical and Applied Genetics","volume":"139 1","pages":"15"},"PeriodicalIF":4.2,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145811052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Theoretical and Applied Genetics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1