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GmNLP7a inhibits soybean nodulation by interacting with GmNIN1a GmNLP7a通过与GmNIN1a相互作用抑制大豆结瘤
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.03.016
Xuesong Wu , Yuping Xiong , Jingjing Lu, Mi Yang, Hongtao Ji, Xia Li, Zhijuan Wang

Nitrogen (N) is an essential macronutrient for plant growth and productivity. Leguminous plants establish symbiotic relationships with nitrogen-fixing rhizobial bacteria to use atmospheric dinitrogen gas to meet high N demand under low-N conditions. Nodule formation and N fixation are energy-consuming processes and are inhibited by nitrate present in the environment. Previous studies in model leguminous plants characterized NIN-LIKE PROTEIN (NLP) proteins that mediate nitrate control of root nodule symbiosis, but the mechanism by which nitrate regulates soybean root nodules via NLP remains unclear. In the soybean genome we found four homologs of AtNLP7, named GmNLP7a–GmNLP7d. We showed that the expression of GmNLP7s is responsive to nitrate but not to rhizobial infection and localized GmNLP7a to the nucleus. Downregulation of GmNLP7s increased nodule number, and overexpression of GmNLP7a (GmNLP7aOE) reduced nodule number regardless of nitrate availability, suggesting a negative role for GmNLP7s in nodulation. Nitrogenase activity in the GmNLP7aOE line was comparable to that of the wild type, indicating that GmNLP7a does not affect mature nodule activity. Overexpression of GmNLP7a downregulated the expression of GmNIN1a and GmENOD40-1. GmNLP7a interacted with GmNIN1a via the PB1 domain. Our results reveal a new regulator of GmNLP7 in nodulation and a molecular mechanism by which nitrate affects nodule number in soybean.

氮(N)是植物生长和生产力所必需的大量营养素。豆科植物与固氮根瘤菌建立共生关系,利用大气中的二氮气体在低氮条件下满足高氮需求。根瘤的形成和氮的固定是耗能过程,并受到环境中存在的硝酸盐的抑制。先前在模型豆科植物中的研究以介导硝酸盐控制根瘤共生的九类蛋白(NLP)为特征,但硝酸盐通过NLP调节大豆根瘤的机制尚不清楚。在大豆基因组中,我们发现了AtNLP7的四个同源物,命名为GmNLP7a–GmNLP7d。我们发现GmNLP7s的表达对硝酸盐有反应,但对根瘤菌感染没有反应,并将GmNLP7a定位于细胞核。GmNLP7s的下调增加了结节数量,而无论硝酸盐的可用性如何,GmNLP7a的过表达都减少了结节数量。GmNLP7aOE系中的固氮酶活性与野生型相当,表明GmNLP7a不影响成熟根瘤的活性。GmNLP7a的过表达下调了GmNIN1a和GmENOD40-1的表达。GmNLP7a通过PB1结构域与GmNIN1a相互作用。我们的研究结果揭示了GmNLP7在结瘤中的一种新的调节因子,以及硝酸盐影响大豆结瘤数量的分子机制。
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引用次数: 0
A differentially methylated region of the ZmCCT10 promoter affects flowering time in hybrid maize ZmCCT10启动子的一个差异甲基化区域对杂交玉米开花时间的影响
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.05.006
Zhiqiang Zhou , Xin Lu , Chaoshu Zhang, Mingshun Li, Zhuanfang Hao, Degui Zhang, Hongjun Yong, Jienan Han, Xinhai Li, Jianfeng Weng

Flowering time (FT) is a key maize domestication trait, variation in which allows maize to grow in a wide range of latitudes. Although previous studies have investigated the genetic control of FT-related traits per se, few studies of FT hybrid performance have been published. We characterized the genomic architecture associated with hybrid performance for FT in a hybrid panel by testcrossing Chang 7–2 with 328 Ye478 × Qi319 recombinant inbred lines (RILs). We identified 11 quantitative trait loci (QTL) for hybrid performance in FT-related traits, including a major QTL qFH10 that controls hybrid performance and heterosis in a summer maize-growing region. However, this locus acts in regulating FT traits per se only in a spring maize-growing region. We validated ZmCCT10 as a candidate gene for qFH10 and found that differences between hybrids and their parental lines in DNA methylation in the differentially methylated region (DMR, –700 to –1520) of the ZmCCT10 promoter affected gene expression pattern and thereby FT in the summer maize-growing region.

开花时间(FT)是玉米驯化的一个关键性状,其变异使玉米能够在宽纬度地区生长。尽管先前的研究已经调查了FT相关性状本身的遗传控制,但很少有关于FT杂交性能的研究发表。我们通过将Chang 7–2与328个Ye478×Qi319重组自交系(RIL)进行杂交,在一个杂交群体中表征了与FT杂交性能相关的基因组结构。我们在FT相关性状中鉴定了11个用于杂交性能的数量性状位点(QTL),其中包括一个控制夏玉米生长区杂交性能和杂种优势的主要QTL qFH10。然而,该基因座仅在春玉米生长区发挥调节FT性状本身的作用。我们验证了ZmCCT10作为qFH10的候选基因,并发现杂交种及其亲本系在ZmCCP10启动子差异甲基化区域(DMR,-700至-1520)DNA甲基化方面的差异影响了基因表达模式,从而影响了夏玉米生长区域的FT。
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引用次数: 0
In silico curation of QTL-rich clusters and candidate gene identification for plant height of bread wheat 面包小麦株高QTL富集簇的计算机调控及候选基因鉴定
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.05.007
Dengan Xu , Chenfei Jia , Xinru Lyu , Tingzhi Yang , Huimin Qin , Yalin Wang , Qianlin Hao , Wenxing Liu , Xuehuan Dai , Jianbin Zeng , Hongsheng Zhang , Xianchun Xia , Zhonghu He , Shuanghe Cao , Wujun Ma

Many genetic loci for wheat plant height (PH) have been reported, and 26 dwarfing genes have been catalogued. To identify major and stable genetic loci for PH, here we thoroughly summarized these functionally or genetic verified dwarfing loci from QTL linkage analysis and genome-wide association study published from 2003 to 2022. A total of 332 QTL, 270 GWAS loci and 83 genes for PH were integrated onto chromosomes according to their locations in the IWGSC RefSeq v2.1 and 65 QTL-rich clusters (QRC) were defined. Candidate genes in each QRC were predicted based on IWGSC Annotation v2.1 and the information on functional validation of homologous genes in other species. A total of 38 candidate genes were predicted for 65 QRC including three GA2ox genes in QRC-4B-IV, QRC-5A-VIII and QRC-6A-II (Rht24) as well as GA 20-oxidase 2 (TaSD1-3A) in QRC-3A-IV. These outcomes lay concrete foundations for map-based cloning of wheat dwarfing genes and application in breeding.

目前已报道了许多小麦株高的遗传位点,并对26个矮化基因进行了编目。为了确定PH的主要和稳定遗传位点,我们从2003年至2022年发表的QTL连锁分析和全基因组关联研究中全面总结了这些功能或遗传验证的矮化位点。根据其在IWGSC RefSeq v2.1中的位置,共有332个QTL、270个GWAS位点和83个PH基因整合到染色体上,并定义了65个QTL富集簇(QRC)。基于IWGSC Annotation v2.1和其他物种同源基因功能验证信息预测每个QRC中的候选基因。共预测了38个候选基因用于65个QRC,包括QRC-4B-IV、QRC-5A-VIII和QRC-6A-II中的3个GA2ox基因(Rht24)以及QRC-3A-IV中的GA20氧化酶2(TaSD1-3A)。这些结果为基于图谱的小麦矮化基因克隆及其在育种中的应用奠定了具体基础。
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引用次数: 1
The photosensory function of Zmphot1 differs from that of Atphot1 due to the C-terminus of Zmphot1 during phototropic response Zmphot1的光敏功能不同于Atphot1的光敏功能,这是由于在向光反应过程中Zmphot 1的C末端
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.04.007
Jindong Zhu , Fangyuan Zhou , Yuxi Wang , Yuping Liang, Qingping Zhao, Yuanji Han, Xiang Zhao

The role of phot1 in triggering hypocotyl phototropism and optimizing growth orientation has been well-characterized in Arabidopsis, whereas the role of Zmphot1 in maize remains largely unclear. Here, we show that Zmphot1 is involved in blue light-induced phototropism. Compared with Atphot1, Zmphot1 exhibited a weaker phototropic response to very low-fluence rates of blue light (< 0.01 μmol m−2 s−1), but stronger phototropic response to high-fluence rates of blue light (> 10 μmol m−2 s−1) than Atphot1. Notably, blue light exposure induced Zmphot1-green fluorescent protein (GFP), but not Atphot1-GFP, to form the aggregates in the cytoplasm of Nicotiana benthamiana cells. Furthermore, by generating the chimeric phot1 proteins, we found that the serine-threonine kinase (STK) domain at the C-terminus is responsible for a more volatile membrane association of Zmphot1. Consistently, the chimeric phot1 protein fusing the STK domain of Zmphot1 with other domains of Atphot1 responded similarly as Zmphot1 to both low and high fluence rates of blue light. Interestingly, although both Zmphot1 and Atphot1 interact with AtNPH3, Zmphot1 induced weaker dephosphorylation of NON-PHOTOTROPIC HYPOCOTYL 3 (NPH3) than Atphot1. Together, our findings indicate that Zmphot1 and Atphot1 exhibit different photosensory function during phototropic response and that the STK domain may play a key role in determining their properties.

phot1在触发下胚轴向光性和优化生长方向方面的作用在拟南芥中已经得到了很好的表征,而Zmphot1在玉米中的作用在很大程度上仍不清楚。在这里,我们发现Zmphot1参与蓝光诱导的向光性。与Atphot1相比,Zmphot1对非常低的蓝光注量率(<;0.01μmol m−2 s−1)表现出较弱的向光响应,但对高注量率的蓝光(>;10μmol m–2 s−2)表现出比Atphot1更强的向光反应。值得注意的是,蓝光暴露诱导Zmphot1绿色荧光蛋白(GFP),而不是Atphot1绿色荧光蛋白在本氏烟草细胞的细胞质中形成聚集体。此外,通过产生嵌合phot1蛋白,我们发现C末端的丝氨酸-苏氨酸激酶(STK)结构域负责Zmphot1的更挥发性的膜结合。一致地,将Zmphot1的STK结构域与Atphot1的其他结构域融合的嵌合phot1蛋白对蓝光的低通量率和高通量率的响应与Zmphot 1相似。有趣的是,尽管Zmphot1和Atphot1都与AtNPH3相互作用,但与Atphot1相比,Zmphot 1诱导的非光促性下丘脑3(NPH3)的去磷酸化较弱。总之,我们的发现表明,Zmphot1和Atphot1在向光响应过程中表现出不同的光敏功能,STK结构域可能在决定它们的性质中发挥关键作用。
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引用次数: 0
Genetic and environmental control of rice tillering 水稻分蘖的遗传与环境调控
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.05.009
Yuping Yan , Chaoqing Ding , Guangheng Zhang, Jiang Hu, Li Zhu, Dali Zeng, Qian Qian, Deyong Ren

Increasing tiller number is a target of high-yield rice breeding. Identification of tiller-defect mutants and their corresponding genes is helpful for clarifying the molecular mechanism of rice tillering. Summarizing research progress on the two processes of rice tiller formation, namely the formation and growth of axillary meristem, this paper reviews the effects of genetic factors, endogenous hormones, and exogenous environment on rice tillering, finding that multiple molecular mechanisms and signal pathways regulating rice tillering cooperate rice tillering, and discusses future research objectives and application of its regulatory mechanism. Elucidation of theis mechanism will be helpful for breeding high-yielding rice cultivars with ideal plant type via molecular design breeding.

增加分蘖数是水稻高产育种的目标之一。分蘖缺陷突变体及其相应基因的鉴定有助于阐明水稻分蘖的分子机制。综述了水稻分蘖形成的两个过程,即腋生分生组织的形成和生长的研究进展,综述了遗传因素、内源激素和外源环境对水稻分蘖的影响,发现调控水稻分蘖的多种分子机制和信号通路协同水稻分蘖,并探讨了未来的研究目标及其调控机制的应用。阐明这一机理将有助于通过分子设计育种选育出理想株型的高产水稻品种。
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引用次数: 3
iBP-seq: An efficient and low-cost multiplex targeted genotyping and epigenotyping system iBP-seq:一种高效、低成本的多重靶向基因分型和表观基因分型系统
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.03.012
Juan Li , Rui Han , Ruonan Li , Qiang Xu , Mingzhu Li , Yue Tang , Jixiang Li , Xi Wang , Zhao Li , Qing Li , Zaiwen Feng , Lin Li

Inter- and intra-specific variations in phenotype are common and can be associated with genomic mutations as well as epigenomic variation. Profiling both genomic and epigenomic variants is at the core of dissecting phenotypic variation. However, an efficient targeted genotyping and epigenotyping system is lacking. We describe a new multiplex targeted genotyping and epigenotyping system called improved bulked-PCR sequencing (iBP-seq). We employed iBP-seq for the detection of genotypes and methylation levels of dozens of target regions in mixed DNA samples. iBP-seq can be adapted for the construction of linkage maps, fine mapping of quantitative-trait loci, and detection of genome editing mutations at a cost as low as $0.016 per site per sample. We developed an automated bioinformatics pipeline, including primer design, a series of bioinformatic analyses for genotyping and epigenotyping, and visualization of results. iBP-seq and its bioinformatics pipeline, available at http://zeasystemsbio.hzau.edu.cn/tools/ibp/, can be adapted to a wide variety of species.

表型的特异性间和特异性内变异很常见,可能与基因组突变以及表观基因组变异有关。分析基因组和表观基因组变异是分析表型变异的核心。然而,缺乏有效的靶向基因分型和表观基因分型系统。我们描述了一种新的多重靶向基因分型和表观基因分型系统,称为改进的批量PCR测序(iBP-seq)。我们使用iBP-seq检测混合DNA样本中数十个靶区的基因型和甲基化水平。iBP-seq可以用于构建连锁图谱、精细定位定量性状基因座和检测基因组编辑突变,每个位点每个样本的成本低至0.016美元。我们开发了一个自动化的生物信息学管道,包括引物设计、基因分型和表观基因分型的一系列生物信息学分析,以及结果的可视化。iBP-seq及其生物信息学管道,可在http://zeasystemsbio.hzau.edu.cn/tools/ibp/,可以适应各种各样的物种。
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引用次数: 0
Characterization of meiotic chromosome behavior in the autopolyploid Saccharum spontaneum reveals preferential chromosome pairing without distinct DNA sequence variation 自多倍体糖的减数分裂染色体行为特征揭示了没有明显DNA序列变异的优先染色体配对
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.02.008
Xin Zhang , Zhuang Meng , Jinlei Han , Haris Khurshid , Ayman Esh , Robert Hasterok , Kai Wang

Autopolyploidy and allopolyploidy may represent an evolutionary advantage and are more common in plants than assumed. However, less attention has been paid to autopolyploidy than to allopolyploidy, and its evolutionary consequences are largely unclear, especially for plants with high ploidy levels. In this study, we developed oligonucleotide (oligo)-based chromosome painting probes to identify individual chromosomes in S. spontaneum. Using fluorescence in situ hybridization (FISH), we investigated chromosome behavior during pachytene, metaphase, anaphase, and telophase of meiosis I (MI) in autotetraploid, autooctoploid, and autodecaploid S. spontaneum clones. All autopolyploid clones showed stable diploidized chromosome behavior; so that homologous chromosomes formed almost exclusively bivalents during MI. Two copies of homologous chromosome 8 with similar sizes in the autotetraploid clone showed preferential pairing with each other with respect to the other copies. However, sequence variation analysis showed no apparent differences among homologs of chromosome 8 and all other chromosomes. We suggest that either the stable diploidized pairing or the preferential pairing between homologous copies of chromosome 8 in the studied autopolyploid sugarcane are accounted for by unknown mechanisms other than DNA sequence similarity. Our results reveal evolutionary consequences of stable meiotic behavior in autopolyploid plants.

自多倍体和异源多倍体可能代表了一种进化优势,并且在植物中比假设的更常见。然而,与异源多倍体相比,对自多倍体的关注较少,其进化结果在很大程度上是不清楚的,特别是对于具有高倍性水平的植物。在这项研究中,我们开发了基于寡核苷酸(oligo)的染色体涂绘探针来鉴定天然稻的单个染色体。利用荧光原位杂交(FISH)技术,研究了自四倍体、自十倍体和自十倍体自发性海百合(S. spontanum)克隆减数分裂I (MI)的粗期、中期、后期和末期的染色体行为。所有自多倍体克隆均表现出稳定的染色体二倍体化行为;同源染色体几乎完全形成二价体。同源8号染色体在同源四倍体克隆中具有相似大小的两个拷贝相对于其他拷贝表现出优先配对。序列变异分析显示,8号染色体与其他所有染色体的同源物间无明显差异。我们认为,在研究的自多倍体甘蔗中,8号染色体同源拷贝之间的稳定二倍体配对或优先配对可能是由DNA序列相似性以外的未知机制造成的。我们的研究结果揭示了自多倍体植物稳定减数分裂行为的进化后果。
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引用次数: 1
Development and identification of two novel wheat-rye 6R derivative lines with adult-plant resistance to powdery mildew and high-yielding potential 两个具有成株抗白粉病和高产潜力的小麦-黑麦新品种6R的选育与鉴定
1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.09.003
Guohao Han, Jing Wang, Hanwen Yan, Tiantian Gu, Lijun Cao, Shiyu Liu, Xiuquan Li, Yilin Zhou, Jieru Fan, Zhipeng Shi, Hong Liu, Lihui Li, Diaoguo An
Powdery mildew, caused by Blumeria graminis f. sp. tritici (Bgt), is a devastating disease that seriously threatens wheat yield and quality. To control this disease, host resistance is the most effective measure. Compared with the resistance genes from common wheat, alien resistance genes can better withstand infection of this highly variable pathogen. Development of elite alien germplasm resources with powdery mildew resistance and other key breeding traits is an attractive strategy in wheat breeding. In this study, three wheat-rye germplasm lines YT4-1, YT4-2, and YT4-3 were developed through hybridization between octoploid triticale and common wheat, out of which the lines YT4-1 and YT4-2 conferred adult-plant resistance (APR) to powdery mildew while the line YT4-3 was susceptible to powdery mildew during all of its growth stages. Using genomic in situ hybridization, multi-color fluorescence in situ hybridization, multi-color GISH, and molecular marker analysis, YT4-1, YT4-2, and YT4-3 were shown to be cytogenetically stable wheat-rye 6R addition and T1RS·1BL translocation line, 6RL ditelosomic addition and T1RS·1BL translocation line, and T1RS·1BL translocation line, respectively. Compared with previously reported wheat-rye derivative lines carrying chromosome 6R, YT4-1 and YT4-2 showed stable APR without undesirable pleiotropic effects on agronomic traits. Therefore, these novel wheat-rye 6R derivative lines are expected to be promising bridge resources in wheat disease breeding.
小麦白粉病(Blumeria graminis f. sp. tritici, Bgt)是一种严重威胁小麦产量和品质的毁灭性病害。为了控制该病,宿主的抗性是最有效的措施。与普通小麦的抗性基因相比,外来抗性基因能更好地抵御这种高变异病原体的感染。开发具有抗白粉病等关键育种性状的优良外来种质资源是小麦育种的重要策略。本研究通过八倍体小黑麦与普通小麦杂交,获得了3个小麦-黑麦种质系YT4-1、YT4-2和YT4-3,其中YT4-1和YT4-2具有成株抗白粉病能力,而YT4-3在其整个生育期均对白粉病敏感。通过基因组原位杂交、多色荧光原位杂交、多色GISH和分子标记分析,YT4-1、YT4-2和YT4-3分别是细胞遗传稳定的小麦-黑麦6R添加和T1RS·1BL易位系、6RL二染色体添加和T1RS·1BL易位系和T1RS·1BL易位系。与已有报道的携带6R染色体的小麦-黑麦衍生系相比,YT4-1和YT4-2表现出稳定的APR,在农艺性状上没有不良的多效性效应。因此,这些新的小麦-黑麦6R衍生品系有望成为小麦病害育种中有前景的桥梁资源。
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引用次数: 0
Fine mapping and validation of a stable QTL for thousand-kernel weight in wheat (Triticum aestivum L.) 小麦千粒重稳定QTL的精细定位与验证
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.03.007
Deyuan Meng , Aamana Batool , Yazhou Xuan , Ruiqing Pan , Na Zhang , Wei Zhang , Liya Zhi , Xiaoli Ren , Wenqing Li , Jijie Li , Yanxiao Niu , Shuzhi Zheng , Jun Ji , Xiaoli Shi , Lei Wang , Hongqing Ling , Chunhua Zhao , Fa Cui , Xigang Liu , Junming Li , Liqiang Song

Thousand-kernel weight (TKW) is a measure of grain weight, a target of wheat breeding. The object of this study was to fine-map a stable quantitative trait loci (QTL) for TKW and identify its candidate gene in a recombinant inbred line (RIL) population derived from the cross of Kenong 9204 (KN9204) and Jing 411 (J411). On a high-density genetic linkage map, 24, 26 and 25 QTL were associated with TKW, kernel length (KL), and kernel width (KW), respectively. A major and stable QTL, QTkw-2D, was mapped to an 8.3 cM interval on chromosome arm 2DL. By saturation of polymorphic markers in its target region, QTkw-2D was confined to a 9.13 Mb physical interval using a secondary mapping population derived from a residually heterozygous line (F6:7). This interval was further narrowed to 2.52 Mb using QTkw-2D near-isogenic lines (NILs). NILsKN9204 had higher fresh and dry weights than NILsJ411 at various grain-filling stages. The TKW and KW of NILsKN9204 were much higher than those of NILsJ411 in field trials. By comparison of both DNA sequence and expression between KN9204 and J411, TraesCS2D02G460300.1 (TraesKN2D01HG49350) was assigned as a candidate gene for QTkw-2D. This was confirmed by RNA sequencing (RNA-seq) of QTkw-2D NILs. These results provide the basis of map-based cloning of QTkw-2D, and DNA markers linked to the candidate gene may be used in marker-assisted selection.

千粒重(TKW)是衡量小麦育种目标粒重的指标。本研究的目的是在克农9204(KN9204)和京411(J411)杂交的重组自交系(RIL)群体中精细定位TKW的稳定数量性状位点(QTL),并鉴定其候选基因。在高密度遗传连锁图上,24、26和25个QTL分别与TKW、粒长(KL)和粒宽(KW)相关。一个主要且稳定的QTL,QTkw-2D,被定位到染色体臂2DL上8.3cM的区间。通过靶区多态性标记的饱和,QTkw-2D被限制在9.13Mb的物理区间内,使用来自残余杂合子系的二次定位群体(F6:7)。使用QTkw-2D近等基因系(NILs)将该间隔进一步缩小到2.52Mb。在不同灌浆阶段,NILsKN9204的鲜重和干重均高于NILsJ411。在田间试验中,NILsKN9204的TKW和KW远高于NILsJ411。通过比较KN9204和J411的DNA序列和表达,将TraesCS2D02G460300.1(TraesKN2D01HG49350)确定为QTkw-2D的候选基因。通过QTkw-2D NIL的RNA测序(RNA-seq)证实了这一点。这些结果为基于图谱的QTkw-2D克隆提供了基础,与候选基因连接的DNA标记可用于标记辅助选择。
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引用次数: 0
High-throughput phenotyping of plant leaf morphological, physiological, and biochemical traits on multiple scales using optical sensing 利用光学传感在多尺度上对植物叶片形态、生理和生化性状进行高通量表型分析
IF 6.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2023-10-01 DOI: 10.1016/j.cj.2023.04.014
Huichun Zhang , Lu Wang , Xiuliang Jin , Liming Bian , Yufeng Ge

Acquisition of plant phenotypic information facilitates plant breeding, sheds light on gene action, and can be applied to optimize the quality of agricultural and forestry products. Because leaves often show the fastest responses to external environmental stimuli, leaf phenotypic traits are indicators of plant growth, health, and stress levels. Combination of new imaging sensors, image processing, and data analytics permits measurement over the full life span of plants at high temporal resolution and at several organizational levels from organs to individual plants to field populations of plants. We review the optical sensors and associated data analytics used for measuring morphological, physiological, and biochemical traits of plant leaves on multiple scales. We summarize the characteristics, advantages and limitations of optical sensing and data-processing methods applied in various plant phenotyping scenarios. Finally, we discuss the future prospects of plant leaf phenotyping research. This review aims to help researchers choose appropriate optical sensors and data processing methods to acquire plant leaf phenotypes rapidly, accurately, and cost-effectively.

植物表型信息的获取有助于植物育种,揭示基因作用,并可用于优化农产品和林业产品的质量。由于叶片通常对外部环境刺激表现出最快的反应,因此叶片表型性状是植物生长、健康和压力水平的指标。新的成像传感器、图像处理和数据分析相结合,可以在高时间分辨率下,在从器官到个体植物再到田间植物种群的几个组织层面上,对植物的整个寿命进行测量。我们综述了用于在多个尺度上测量植物叶片形态、生理和生化特征的光学传感器和相关数据分析。我们总结了光学传感和数据处理方法在各种植物表型场景中应用的特点、优势和局限性。最后,对植物叶片表型研究的前景进行了展望。这篇综述旨在帮助研究人员选择合适的光学传感器和数据处理方法,快速、准确、经济高效地获取植物叶片表型。
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引用次数: 2
期刊
Crop Journal
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