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Development of an RNA virus vector for non-transgenic genome editing in tobacco and generation of berberine bridge enzyme-like mutants with reduced nicotine content 烟草非转基因基因组编辑RNA病毒载体的研制和尼古丁含量降低的小檗碱桥酶样突变体的产生
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-11-22 DOI: 10.1007/s42994-024-00188-y
Haiying Xiang, Binhuan Chen, Shuo Wang, Wanli Zeng, Jiarui Jiang, Weisong Kong, Haitao Huang, Qili Mi, Shuang Ni, Qian Gao, Zhenghe Li

Tobacco (Nicotiana tabacum) plants synthesize the psychoactive pyridine alkaloid nicotine, which has sparked growing interest in reducing nicotine levels through genome editing aiming at inactivating key biosynthetic genes. Although stable transformation-mediated genome editing is effective in tobacco, its polyploid nature complicates the complete knockout of genes and the segregation of transgenes from edited plants. In this study, we developed a non-transgenic genome editing method in tobacco by delivering the CRISPR/Cas machinery via an engineered negative-strand RNA rhabdovirus vector, followed by the regeneration of mutant plants through tissue culture. Using this method, we targeted six berberine bridge enzyme-like protein (BBL) family genes for mutagenesis, which are implicated in the last steps of pyridine alkaloid biosynthesis, in the commercial tobacco cultivar Hongda. We generated a panel of 16 mutant lines that were homozygous for mutations in various combinations of BBL genes. Alkaloid profiling revealed that lines homozygous for BBLa and BBLb mutations exhibited drastically reduced nicotine levels, while other BBL members played a minor role in nicotine synthesis. The decline of nicotine content in these lines was accompanied by reductions in anatabine and cotinine levels but increases in nornicotine and its derivative myosmine. Preliminary agronomic evaluation identified two low-nicotine lines with growth phenotypes comparable to those of wild-type plants under greenhouse and field conditions. Our work provides potentially valuable genetic materials for breeding low-nicotine tobacco and enhances our understanding of alkaloid biosynthesis.

烟草(Nicotiana tabacum)植物合成具有精神活性的吡啶生物碱尼古丁,这引发了人们对通过基因组编辑来降低尼古丁水平的兴趣,这种编辑旨在使关键的生物合成基因失活。虽然稳定的转化介导的基因组编辑在烟草中是有效的,但其多倍体性质使基因的完全敲除和从编辑植物中分离转基因变得复杂。在本研究中,我们开发了一种非转基因烟草基因组编辑方法,通过工程负链RNA横纹肌病毒载体传递CRISPR/Cas机制,然后通过组织培养再生突变植株。利用该方法,以商品烟草红达为研究对象,对6个参与吡啶生物碱合成最后步骤的小檗碱桥酶样蛋白(BBL)家族基因进行诱变。我们生成了一个由16个突变系组成的小组,这些突变系在BBL基因的各种组合中都是纯合的。生物碱谱分析显示,BBLa和BBLb突变纯合子株系尼古丁水平显著降低,而其他BBL成员在尼古丁合成中起次要作用。在这些品系中,尼古丁含量的下降伴随着阿那他滨和可替宁水平的降低,但去尼古丁及其衍生物肌胺的增加。初步农艺鉴定鉴定出两个低烟碱系,在温室和田间条件下的生长表型与野生型植物相当。我们的工作为培育低尼古丁烟草提供了潜在的有价值的遗传材料,并增强了我们对生物碱生物合成的理解。
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引用次数: 0
Unlocking epigenetic breeding potential in tomato and potato 释放番茄和马铃薯的表观遗传育种潜力
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-23 DOI: 10.1007/s42994-024-00184-2
Pingxian Zhang, Yuehui He, Sanwen Huang

Tomato (Solanum lycopersicum) and potato (Solanum tuberosum), two integral crops within the nightshade family, are crucial sources of nutrients and serve as staple foods worldwide. Molecular genetic studies have significantly advanced our understanding of their domestication, evolution, and the establishment of key agronomic traits. Recent studies have revealed that epigenetic modifications act as “molecular switches”, crucially regulating phenotypic variations essential for traits such as fruit ripening in tomatoes and tuberization in potatoes. This review summarizes the latest findings on the regulatory mechanisms of epigenetic modifications in these crops and discusses the integration of biotechnology and epigenomics to enhance breeding strategies. By highlighting the role of epigenetic control in augmenting crop yield and adaptation, we underscores its potential to address the challenges posed by a growing global population as well as changing climate.

番茄(Solanum lycopersicum)和马铃薯(Solanum tuberosum)是茄科的两种重要作物,是重要的营养来源,是世界各地的主食。分子遗传学研究极大地促进了我们对它们的驯化、进化和关键农艺性状的建立的理解。最近的研究表明,表观遗传修饰起着“分子开关”的作用,对番茄果实成熟和马铃薯结节化等性状至关重要的表型变异进行关键调节。本文综述了这些作物表观遗传修饰调控机制的最新研究成果,并讨论了生物技术与表观基因组学的结合,以提高育种策略。通过强调表观遗传控制在提高作物产量和适应性方面的作用,我们强调了表观遗传控制在应对全球人口增长和气候变化带来的挑战方面的潜力。
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引用次数: 0
Thiophanate-methyl and its major metabolite carbendazim weaken rhizobacteria-mediated defense responses in cucumbers against Fusarium wilt 甲基硫磷及其主要代谢物多菌灵削弱根杆菌介导的黄瓜对枯萎病的防御反应
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-16 DOI: 10.1007/s42994-024-00181-5
Kai Cui, Xiaoming Xia, Youwei Wang, Yueli Zhang, Ying Zhang, Junli Cao, Jun Xu, Fengshou Dong, Xingang Liu, Xinglu Pan, Yongquan Zheng, Xiaohu Wu

The effect of fungicides on the plant-rhizosphere microbiome is a subject of ongoing debate, but whether any alteration in the rhizosphere microbiome could affect plant health is an issue that has not been thoroughly investigated. To address this deficiency, we analyzed the rhizosphere microbiome of wilt disease—resistant and disease-susceptible cucumber cultivars to determine whether (and which) plant-associated microorganisms have a role in disease resistance. We further assessed whether the fungicides thiophanate-methyl and carbendazim affect the rhizosphere microbiome, which may contribute to the plant’s immune response. Based on results acquired with both radicle-inoculation and soil-inoculation methods, cultivars Longyuanxiuchun (LYXC) and Shuyan2 (SY2) were identified as being disease resistant, whereas Zhongnong6 (ZN6) and Zhongnong38 (ZN38) were susceptible. The microbiome structure differed substantially between the resistant and susceptible plants, with LYXC and SY2 each having a significantly greater Shannon index than Zhongnong38. These results revealed that the disease-resistant cucumber cultivars recruited more beneficial bacteria, i.e., Bacillus, in their rhizosphere soil; as such, Bacillus was identified as a keystone genus in the microbial co-occurrence network. Thus, the presence of Bacillus may help cucumbers defend against fungal pathogens within the rhizosphere. Bacillus subtilis strain LD15, which was isolated from LYXC rhizosphere soil, could suppress pathogen growth, in vitro, and reduce disease severity in pot assays. Moreover, evidence also confirmed the accumulation of LD1 in the rhizosphere soil of resistant cucumber cultivars. For LYXC, application of thiophanate-methyl or carbendazim altered the microbiome structure, decreased bacterial diversity, and reduced the abundance of Bacillus species. Finally, pot assays verified that fungicide application decreased the proportion of LD15 in rhizosphere soil. From a microbial perspective, thiophanate-methyl and carbendazim may weaken the rhizobacteria-mediated defense response of cucumbers against cucumber Fusarium wilt disease. Our findings reveal a role for the rhizosphere microbiome in protecting plants from pathogens and constitute a reference for assessing the ecotoxicological risk of pesticides to non-target soil microorganisms.

杀菌剂对植物根际微生物群的影响是一个持续争论的主题,但根际微生物群的任何改变是否会影响植物健康是一个尚未彻底研究的问题。为了解决这一缺陷,我们分析了抗枯萎病和病感黄瓜品种的根际微生物组,以确定植物相关微生物是否(以及哪些)在抗病中起作用。我们进一步评估了杀菌剂硫代盐-甲基和多菌灵是否影响根际微生物群,这可能有助于植物的免疫反应。根茎接种和土壤接种的结果表明,龙源秀春(LYXC)和树研2号(SY2)抗病,中农6号(ZN6)和中农38号(ZN38)抗病。抗感植株的微生物组结构差异较大,LYXC和SY2的Shannon指数均显著高于中农38。这些结果表明,抗病黄瓜品种在根际土壤中吸收了更多的有益菌,即芽孢杆菌;因此,芽孢杆菌被确定为微生物共生网络中的关键属。因此,芽孢杆菌的存在可以帮助黄瓜抵御根际真菌病原体。从LYXC根际土壤中分离得到枯草芽孢杆菌LD15菌株,在体外盆栽试验中具有抑制病原菌生长和降低病害严重程度的作用。此外,也有证据证实了抗性黄瓜根际土壤中LD1的积累。对于LYXC,施用噻吩-甲基或多菌灵改变了微生物组结构,降低了细菌多样性,降低了芽孢杆菌种类的丰度。最后,盆栽试验证实,施用杀菌剂降低了根际土壤中LD15的比例。从微生物学角度看,甲基硫磷和多菌灵可能会削弱根细菌介导的黄瓜对黄瓜枯萎病的防御反应。我们的研究结果揭示了根际微生物组在保护植物免受病原体侵害方面的作用,并为评估农药对非目标土壤微生物的生态毒理学风险提供了参考。
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引用次数: 0
Correction: The RUBY reporter for visual selection in soybean genome editing 更正:大豆基因组编辑中目视选择的RUBY报告
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-10-02 DOI: 10.1007/s42994-024-00156-6
Li Chen, Yupeng Cai, Xiaoqian Liu, Weiwei Yao, Shuiqing Wu, Wensheng Hou
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引用次数: 0
Establishment of a genome‐editing system to create fragrant germplasm in sweet sorghum 甜高粱芳香种质基因组编辑系统的建立
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-27 DOI: 10.1007/s42994-024-00180-6
Zixiang Cheng, Ke Li, Hongxiu Liu, Xingen Wei, Tao Yin, Xin Xing, Lida Han, Yi Sui

Sorghum, the fifth largest global cereal crop, comprises various types, such as grain, sweet, forage, and biomass sorghum, delineated by their designated end uses. Among these, sweet sorghum (Sorghum bicolor (L.) Moench) stands out for its unique versatility, exceptional abiotic stress tolerance and large biomass serving the multi-purpose of high-sugar forage, syrup, and biofuel production. Despite its significance, functional genomic research and biotechnological breeding in sweet sorghum are still in nascent stages, necessitating more efficient genetic transformation and genome-editing techniques. This study unveils Gaoliangzhe (GZ), an elite sweet sorghum variety for heightened resistance to salinity and drought. Through the establishment of an Agrobacterium tumefaciens‐mediated genetic transformation and CRISPR/Cas9-based genome-editing system in GZ, a breakthrough is achieved. Using genome-editing technology, we first produced a fragrant sweet sorghum line by targeting the BETAINE ALDEHYDE DEHYDROGENASE 2 (SbBADH2) gene. Our results establish a strong foundation for further functional genomic research and biotechnological breeding of sweet-sorghum varieties.

高粱是全球第五大谷物作物,包括各种类型,如谷物、甜高粱、饲料和生物质高粱,按其指定的最终用途划分。其中,甜高粱(sorghum bicolor, L.)Moench)以其独特的多功能性,卓越的非生物胁迫耐受性和大生物量而脱颖而出,服务于高糖饲料,糖浆和生物燃料生产的多用途。尽管具有重要意义,但甜高粱的功能基因组研究和生物技术育种仍处于初级阶段,需要更有效的遗传转化和基因组编辑技术。本研究揭示了高良浙(GZ)这一抗盐、抗旱的优质甜高粱品种。通过在广州建立农杆菌介导的遗传转化和基于CRISPR/ cas9的基因组编辑系统,取得了突破。利用基因组编辑技术,首次以甜菜碱醛脱氢酶2 (SbBADH2)基因为靶点,获得了香甜高粱品系。本研究结果为今后甜高粱品种功能基因组研究和生物技术育种奠定了坚实的基础。
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引用次数: 0
Prime editing enables precise genome modification of a Populus hybrid 引体编辑可以对杨树杂交品种进行精确的基因组修饰
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-09-06 DOI: 10.1007/s42994-024-00177-1
Jinpeng Zou, Yuhong Li, Kejian Wang, Chun Wang, Renying Zhuo

CRISPR/Cas-based genome editing has been extensively employed in the breeding and genetic improvement of trees, yet precise editing remains challenging in these species. Prime editing (PE), a revolutionary technology for precise editing, allows for arbitrary base substitutions and the insertion/deletion of small fragments. In this study, we focused on the model tree poplar 84K (Populus alba × P. glandulosa). We used the 2 × 35S promoter to express a fusion protein of spCas9 nickase (nCas9) and engineered Moloney murine leukemia virus (MMLV), and the Arabidopsis thaliana AtU6 promoter to express an engineered PE guide RNA (epegRNA) and Nick gRNA, pioneering the establishment of the Prime Editor 3 (PE3) system in dicot poplar. Single-base substitutions, multiple-base substitutions, and small-fragment insertions/deletions were edited into three endogenous target genes. The desired edits were identified in hygromycin-resistant (transformed) calli at seven out of nine target sites, with an average editing efficiency ranging from 0.1 to 3.6%. Furthermore, stable T0 plants contained the desired edits at four out of nine targets, with editing efficiencies ranging from 3.6 to 22.2%. Establishment of the PE3 system provides a powerful tool for the precise modification of the poplar genome.

基于CRISPR/ cas的基因组编辑已广泛应用于树木的育种和遗传改良,但在这些物种中进行精确编辑仍然具有挑战性。主要编辑(PE)是一项革命性的精确编辑技术,允许任意碱基替换和小片段的插入/删除。本研究以杨树84K (Populus alba × P)为研究对象。glandulosa)。我们利用2 × 35S启动子表达spCas9缺口酶(nCas9)与工程Moloney小鼠白血病病毒(MMLV)的融合蛋白,利用拟南芥AtU6启动子表达工程PE引导RNA (epegRNA)和Nick gRNA,率先在杨树中建立了Prime Editor 3 (PE3)系统。单碱基替换、多碱基替换和小片段插入/缺失被编辑成三个内源性靶基因。在耐湿霉素(转化)愈伤组织的9个目标位点中的7个中鉴定出所需的编辑,平均编辑效率从0.1到3.6%不等。此外,稳定的T0植物在9个目标中的4个包含所需的编辑,编辑效率从3.6到22.2%不等。PE3体系的建立为杨树基因组的精确修饰提供了有力的工具。
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引用次数: 0
Correction: Characterization and functional analysis of gerbera plant defensin (PDF) genes reveal the role of GhPDF2.4 in defense against the root rot pathogen Phytophthora cryptogea 更正:非洲菊植物防御素(PDF)基因的鉴定和功能分析揭示了GhPDF2.4在抵御根腐病病原隐疫霉(Phytophthora cryptoa)中的作用
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-26 DOI: 10.1007/s42994-024-00179-z
Chunzhen Cheng, Huan Wu, Yongyan Zhang
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引用次数: 0
Impact of database choice and confidence score on the performance of taxonomic classification using Kraken2 数据库选择和置信度对Kraken2分类性能的影响
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-07-31 DOI: 10.1007/s42994-024-00178-0
Yunlong Liu, Morteza H. Ghaffari, Tao Ma, Yan Tu

Accurate taxonomic classification is essential to understanding microbial diversity and function through metagenomic sequencing. However, this task is complicated by the vast variety of microbial genomes and the computational limitations of bioinformatics tools. The aim of this study was to evaluate the impact of reference database selection and confidence score (CS) settings on the performance of Kraken2, a widely used k-mer-based metagenomic classifier. In this study, we generated simulated metagenomic datasets to systematically evaluate how the choice of reference databases, from the compact Minikraken v1 to the expansive nt- and GTDB r202, and different CS (from 0 to 1.0) affect the key performance metrics of Kraken2. These metrics include classification rate, precision, recall, F1 score, and accuracy of true versus calculated bacterial abundance estimation. Our results show that higher CS, which increases the rigor of taxonomic classification by requiring greater k-mer agreement, generally decreases the classification rate. This effect is particularly pronounced for smaller databases such as Minikraken and Standard-16, where no reads could be classified when the CS was above 0.4. In contrast, for larger databases such as Standard, nt and GTDB r202, precision and F1 scores improved significantly with increasing CS, highlighting their robustness to stringent conditions. Recovery rates were mostly stable, indicating consistent detection of species under different CS settings. Crucially, the results show that a comprehensive reference database combined with a moderate CS (0.2 or 0.4) significantly improves classification accuracy and sensitivity. This finding underscores the need for careful selection of database and CS parameters tailored to specific scientific questions and available computational resources to optimize the results of metagenomic analyses.

准确的分类是通过宏基因组测序了解微生物多样性和功能的必要条件。然而,由于微生物基因组的多样性和生物信息学工具的计算限制,这项任务变得复杂。本研究的目的是评估参考数据库选择和置信度评分(CS)设置对Kraken2性能的影响,Kraken2是一种广泛使用的基于k-mer的宏基因组分类器。在这项研究中,我们生成了模拟宏基因组数据集,系统地评估了参考数据库的选择,从紧凑的Minikraken v1到扩展的nt-和GTDB r202,以及不同的CS(从0到1.0)如何影响Kraken2的关键性能指标。这些指标包括分类率、精确度、召回率、F1分数和真实的细菌丰度估计与计算的细菌丰度估计的准确性。结果表明,较高的CS要求较高的k-mer一致性,从而增加了分类的严谨性,但通常会降低分类率。这种影响在Minikraken和Standard-16等较小的数据库中尤为明显,当CS高于0.4时,没有读取可以被分类。相比之下,对于较大的数据库,如Standard, nt和GTDB r202,精度和F1分数随着CS的增加而显著提高,突出了它们对严格条件的鲁棒性。回收率基本稳定,表明在不同CS设置下检测到的物种一致。重要的是,结果表明,综合参考数据库结合中等CS(0.2或0.4)显著提高了分类精度和灵敏度。这一发现强调需要仔细选择数据库和CS参数,以针对特定的科学问题和可用的计算资源来优化宏基因组分析的结果。
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引用次数: 0
A simple, highly efficient Agrobacterium tumefaciens‐mediated moss transformation system with broad applications 简单、高效、应用广泛的农杆菌介导苔藓转化系统
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-07-19 DOI: 10.1007/s42994-024-00174-4
Ping Zhou, Xiujin Liu, Yuqing Liang, Yan Zhang, Xiaoshuang Li, Daoyuan Zhang

Mosses, particularly desiccation-tolerant (DT) species, are important model organisms for studying genes involved in plant development and stress resistance. The lack of a simple and efficient stable moss transformation system has hindered progress in deciphering the genetic mechanisms underlying traits of interest in these organisms. Here, we present an Agrobacterium tumefaciens-mediated transformation system for DT mosses that uses Agrobacterium strain EHA105 harboring the binary vector pCAMBIA1301-GUS. This system achieved transformation efficiencies of 74% and 81% in Physcomitrium patens and Bryum argenteum protonemata, respectively, without the need for culture and callus formation prior to regeneration. We detected GUS enzyme activity in the regenerated transgenic moss via histochemical staining. Southern blot, PCR, and RT-qPCR analyses confirmed the presence of the GUS gene. In addition, we successfully used this system to transform wild DT Syntrichia caninervis. Furthermore, P. patens and B. argenteum transformed using this system with the stress resistance gene EsDREB from the desert plant Eremosparton songoricum (Litv.) exhibited improved salt tolerance. We thus present an efficient tool for the genetic analysis of DT moss species, paving the way for the development of stress-resistant crop cultivars.

藓类植物是研究植物发育和抗逆性相关基因的重要模式生物,尤其是耐干燥藓类植物。缺乏一个简单而有效的稳定的苔藓转化系统阻碍了对这些生物的遗传机制的研究进展。在这里,我们提出了一种农杆菌介导的DT苔藓转化系统,该系统使用农杆菌菌株EHA105携带二进制载体pCAMBIA1301-GUS。该系统在不需要培养和再生前形成愈伤组织的情况下,对直立式立胞和银心原体Bryum的转化效率分别达到74%和81%。我们通过组织化学染色检测转基因再生苔藓中GUS酶的活性。Southern blot、PCR和RT-qPCR分析证实了GUS基因的存在。此外,我们还成功地将该系统用于野生犬心毛霉的转化。此外,利用该系统转化荒漠植物Eremosparton songoricum (Litv.)的EsDREB抗逆性基因,可提高P. patens和B. argenteum的耐盐性。因此,我们提供了一种有效的工具来进行DT苔藓物种的遗传分析,为抗性作物品种的开发铺平了道路。
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引用次数: 0
Inference and prioritization of tissue-specific regulons in Arabidopsis and Oryza 拟南芥和旱生植物组织特异性调控子的推断和优先排序
IF 4.6 4区 农林科学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-07-16 DOI: 10.1007/s42994-024-00176-2
Honggang Dai, Yaxin Fan, Yichao Mei, Ling-Ling Chen, Junxiang Gao

A regulon refers to a group of genes regulated by a transcription factor binding to regulatory motifs to achieve specific biological functions. To infer tissue-specific gene regulons in Arabidopsis, we developed a novel pipeline named InferReg. InferReg utilizes a gene expression matrix that includes 3400 Arabidopsis transcriptomes to make initial predictions about the regulatory relationships between transcription factors (TFs) and target genes (TGs) using co-expression patterns. It further improves these anticipated interactions by integrating TF binding site enrichment analysis to eliminate false positives that are only supported by expression data. InferReg further trained a graph convolutional network with 133 transcription factors, supported by ChIP-seq, as positive samples, to learn the regulatory logic between TFs and TGs to improve the accuracy of the regulatory network. To evaluate the functionality of InferReg, we utilized it to discover tissue-specific regulons in 5 Arabidopsis tissues: flower, leaf, root, seed, and seedling. We ranked the activities of regulons for each tissue based on reliability using Borda ranking and compared them with existing databases. The results demonstrated that InferReg not only identified known tissue-specific regulons but also discovered new ones. By applying InferReg to rice expression data, we were able to identify rice tissue-specific regulons, showing that our approach can be applied more broadly. We used InferReg to successfully identify important regulons in various tissues of Arabidopsis and Oryza, which has improved our understanding of tissue-specific regulations and the roles of regulons in tissue differentiation and development.

调控子是指通过转录因子与调控基序结合来实现特定生物功能的一组基因。为了推断拟南芥组织特异性基因调控子,我们开发了一个名为 InferReg 的新管道。 InferReg 利用包含 3400 个拟南芥转录组的基因表达矩阵,通过共表达模式初步预测转录因子(TF)和靶基因(TG)之间的调控关系。通过整合 TF 结合位点富集分析,它进一步改进了这些预期的相互作用,以消除仅由表达数据支持的假阳性。InferReg 还以 ChIP-seq 支持的 133 个转录因子为阳性样本,进一步训练图卷积网络,以学习 TF 与 TG 之间的调控逻辑,从而提高调控网络的准确性。为了评估 InferReg 的功能,我们利用它发现了拟南芥 5 个组织(花、叶、根、种子和幼苗)中的组织特异性调控子。我们使用博尔达排序法根据可靠性对每个组织的调控子的活性进行了排序,并与现有数据库进行了比较。结果表明,InferReg 不仅能识别已知的组织特异性调控子,还能发现新的组织特异性调控子。通过将 InferReg 应用于水稻表达数据,我们能够识别水稻组织特异性调控子,这表明我们的方法可以更广泛地应用。我们利用 InferReg 成功鉴定了拟南芥和芸苔属植物不同组织中的重要调控子,从而加深了我们对组织特异性调控以及调控子在组织分化和发育中的作用的理解。
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