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Proteomic and metabolomic insights into the mechanisms of calcium-mediated salt stress tolerance in hemp. 蛋白质组学和代谢组学对大麻钙介导的盐胁迫耐受机制的启示。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-18 DOI: 10.1007/s11103-024-01525-x
Yang Yang, Zhenhua Lu, Hailong Ye, Jiafeng Li, Yan Zhou, Ling Zhang, Gang Deng, Zheng Li

Industrial hemp (Cannabis sativa L.) is a multifaced crop that has the potential to be exploited for many industrial applications, and making use of salt lands is considered to be a sustainable development strategy for the hemp industry. However, no elite salt-tolerant hemp varieties have been developed, and therefore supplementing appropriate exogenous substances to saline soil is one possible solution. Calcium-containing compounds are well-known for their salt tolerance enhancing effects, but the underlying molecular mechanisms remain largely unclear. Here, we first assessed the ameliorative effects of calcium amendments on salt-stressed hemp plants and then investigated these mechanisms on hemp using integrative analysis of proteomics and metabolomics. The stress phenotypes could be lessened by Ca2+ treatment. Certain concentrations of Ca2+ maintained relative electrical conductivity and the contents of malondialdehyde and chlorophyll. Ca2+ treatment also generally led to greater accumulations of soluble proteins, soluble carbohydrates and proline, and enhanced the activities of superoxide dismutase and peroxidase. Through functional classification, pathway enrichment, and network analysis, our data reveal that accumulation of dipeptides is a prominent metabolic signature upon exogenous Ca2+ treatment, and that changes in mitochondrial properties may play an important role in enhancing the salt tolerance. Our results outline the complex metabolic alternations involved in calcium-mediated salt stress resistance, and these data and analyses would be useful for future functional studies.

工业大麻(Cannabis sativa L.)是一种多用途作物,具有多种工业应用潜力,利用盐碱地被认为是大麻产业的可持续发展战略。然而,目前尚未开发出耐盐碱的优良大麻品种,因此,向盐碱地补充适当的外源物质是一种可行的解决方案。众所周知,含钙化合物具有增强耐盐性的作用,但其潜在的分子机制在很大程度上仍不清楚。在这里,我们首先评估了钙添加剂对盐胁迫大麻植物的改善作用,然后利用蛋白质组学和代谢组学的综合分析研究了这些机制。Ca2+处理可减轻胁迫表型。一定浓度的 Ca2+ 可保持相对电导率以及丙二醛和叶绿素的含量。Ca2+ 处理通常还能增加可溶性蛋白质、可溶性碳水化合物和脯氨酸的积累,提高超氧化物歧化酶和过氧化物酶的活性。通过功能分类、通路富集和网络分析,我们的数据揭示了二肽的积累是外源 Ca2+处理后一个显著的代谢特征,线粒体特性的变化可能在增强耐盐性方面发挥了重要作用。我们的研究结果概述了钙介导的盐胁迫抗性所涉及的复杂代谢变化,这些数据和分析将有助于未来的功能研究。
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引用次数: 0
Publisher Correction: Alternative splicing and deletion in S-RNase confer stylar-part self-compatibility in the apple cultivar 'Vered'. 出版者更正:苹果栽培品种 "Vered "中 S-RNase 的替代剪接和缺失赋予花柱部分自相容性。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-13 DOI: 10.1007/s11103-024-01526-w
Kazuma Okada, Taku Shimizu, Shigeki Moriya, Masato Wada, Kazuyuki Abe, Yutaka Sawamura
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引用次数: 0
Multi-omics analysis reveals the positive impact of differential chloroplast activity during in vitro regeneration of barley. 多组学分析揭示了大麦离体再生过程中叶绿体活动差异的积极影响。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-13 DOI: 10.1007/s11103-024-01517-x
Parul Sirohi, Chanderkant Chaudhary, Mayank Sharma, Ravi Bodampalli Anjanappa, Suchi Baliyan, Ritika Vishnoi, Sumit Kumar Mishra, Reeku Chaudhary, Bhairavnath Waghmode, Anuj Kumar Poonia, Hugo Germain, Debabrata Sircar, Harsh Chauhan

Existence of potent in vitro regeneration system is a prerequisite for efficient genetic transformation and functional genomics of crop plants. In this study, two contrasting cultivars differencing in their in vitro regeneration efficiency were identified. Tissue culture friendly cultivar Golden Promise (GP) and tissue culture resistant DWRB91(D91) were selected as contrasting cultivars to investigate the molecular basis of regeneration efficiency through multiomics analysis. Transcriptomics analysis revealed 1487 differentially expressed genes (DEGs), in which 795 DEGs were upregulated and 692 DEGs were downregulated in the GP-D91 transcriptome. Genes encoding proteins localized in chloroplast and involved in ROS generation were upregulated in the embryogenic calli of GP. Moreover, proteome analysis by LC-MS/MS revealed 3062 protein groups and 16,989 peptide groups, out of these 1586 protein groups were differentially expressed proteins (DEPs). Eventually, GC-MS based metabolomics analysis revealed the higher activity of plastids and alterations in key metabolic processes such as sugar metabolism, fatty acid biosynthesis, and secondary metabolism. TEM analysis also revealed differential plastid development. Higher accumulation of sugars, amino acids and metabolites corresponding to lignin biosynthesis were observed in GP as compared to D91. A comprehensive examination of gene expression, protein profiling and metabolite patterns unveiled a significant increase in the genes encompassing various functions, such as ion homeostasis, chlorophyll metabolic process, ROS regulation, and the secondary metabolic pathway.

强大的体外再生系统是作物植物高效遗传转化和功能基因组学的先决条件。本研究确定了两个体外再生效率不同的对比栽培品种。研究选择了对组织培养友好的栽培品种Golden Promise(GP)和对组织培养抗性强的栽培品种DWRB91(D91)作为对比栽培品种,通过多组学分析研究再生效率的分子基础。转录组学分析发现了1487个差异表达基因(DEGs),其中795个DEGs在GP-D91转录组中上调,692个DEGs在GP-D91转录组中下调。编码叶绿体中定位蛋白和参与 ROS 生成的基因在 GP 的胚胎胼胝体中上调。此外,通过 LC-MS/MS 进行的蛋白质组分析发现了 3062 个蛋白质组和 16 989 个肽组,其中 1586 个蛋白质组为差异表达蛋白质(DEPs)。最后,基于 GC-MS 的代谢组学分析显示,质体的活性更高,糖代谢、脂肪酸生物合成和次级代谢等关键代谢过程也发生了改变。TEM 分析也揭示了质体发育的差异。与 D91 相比,在 GP 中观察到糖类、氨基酸和与木质素生物合成相应的代谢物有更高的积累。通过对基因表达、蛋白质分析和代谢物模式的全面研究发现,涵盖各种功能的基因显著增加,如离子平衡、叶绿素代谢过程、ROS 调节和次级代谢途径。
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引用次数: 0
Transcriptomic responses of Solanum tuberosum cv. Pirol to arbuscular mycorrhiza and potato virus Y (PVY) infection. Solanum tuberosum cv. Pirol 对丛生菌根和马铃薯病毒 Y (PVY) 感染的转录组反应。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-11 DOI: 10.1007/s11103-024-01519-9
Edyta Deja-Sikora, Marcin Gołębiewski, Katarzyna Hrynkiewicz

Arbuscular mycorrhizal fungi (AMF) serve as both plant symbionts and allies in resisting pathogens and environmental stresses. Mycorrhizal colonization of plant roots can influence the outcomes of plant-pathogen interactions by enhancing specific host defense mechanisms. The transcriptional responses induced by AMF in virus-infected plants remain largely unexplored. In the presented study, we employed a comprehensive transcriptomic approach and qPCR to investigate the molecular determinants underlying the interaction between AMF and potato virus Y (PVY) in Solanum tuberosum L. Our primary goal was to identify the symbiosis- and defense-related determinants activated in mycorrhizal potatoes facing PVY. Through a comparative analysis of mRNA transcriptomes in experimental treatments comprising healthy and PVY-infected potatoes colonized by two AMF species, Rhizophagus regularis or Funneliformis mosseae, we unveiled the overexpression of genes associated with mycorrhiza, including nutrient exchange, lipid transfer, and cell wall remodeling. Furthermore, we identified several differentially expressed genes upregulated in all mycorrhizal treatments that encoded pathogenesis-related proteins involved in plant immune responses, thus verifying the bioprotective role of AMF. We investigated the relationship between mycorrhiza levels and PVY levels in potato leaves and roots. We found accumulation of the virus in the leaves of mycorrhizal plants, but our studies additionally showed a reduced PVY content in potato roots colonized by AMF, which has not been previously demonstrated. Furthermore, we observed that a virus-dependent reduction in nutrient exchange could occur in mycorrhizal roots in the presence of PVY. These findings provide an insights into the interplay between virus and AMF.

丛枝菌根真菌(AMF)既是植物的共生体,也是抵抗病原体和环境压力的盟友。菌根在植物根部的定殖可以通过增强特定的宿主防御机制来影响植物与病原体相互作用的结果。在病毒感染的植物中,AMF 诱导的转录反应在很大程度上仍未得到探索。在本研究中,我们采用了一种全面的转录组学方法和 qPCR 来研究 Solanum tuberosum L 中 AMF 与马铃薯病毒 Y(PVY)相互作用的分子决定因素。通过比较分析健康马铃薯和受 PVY 感染的马铃薯在两种 AMF(Rhizophagus regularis 或 Funneliformis mosseae)定殖下的 mRNA 转录组,我们发现了与菌根相关的基因的过度表达,包括营养交换、脂质转移和细胞壁重塑。此外,我们还发现了几个在所有菌根处理中上调的差异表达基因,这些基因编码与植物免疫反应有关的致病蛋白,从而验证了 AMF 的生物保护作用。我们研究了马铃薯叶片和根中菌根水平与 PVY 水平之间的关系。我们发现病毒在菌根植物的叶片中积累,但我们的研究还显示,被 AMF 定殖的马铃薯根中的 PVY 含量降低了,而这是以前从未证明过的。此外,我们还观察到,在有 PVY 存在的情况下,菌根植物根部的养分交换会出现依赖性减少。这些发现使我们对病毒和 AMF 之间的相互作用有了更深入的了解。
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引用次数: 0
DArTseq genotyping facilitates identification of Aegilops biuncialis chromatin introgressed into bread wheat Mv9kr1. DArTseq 基因分型有助于鉴定导入面包小麦 Mv9kr1 的 Aegilops biuncialis 染色质。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-07 DOI: 10.1007/s11103-024-01520-2
Eszter Gaál, András Farkas, Edina Türkösi, Klaudia Kruppa, Éva Szakács, Kitti Szőke-Pázsi, Péter Kovács, Balázs Kalapos, Éva Darkó, Mahmoud Said, Adam Lampar, László Ivanizs, Miroslav Valárik, Jaroslav Doležel, István Molnár

Wild wheat relative Aegilops biuncialis offers valuable traits for crop improvement through interspecific hybridization. However, gene transfer from Aegilops has been hampered by difficulties in detecting introgressed Ub- and Mb-genome chromatin in the wheat background at high resolution. The present study applied DArTseq technology to genotype two backcrossed populations (BC382, BC642) derived from crosses of wheat line Mv9kr1 with Ae. biuncialis accession, MvGB382 (early flowering and drought-tolerant) and MvGB642 (leaf rust-resistant). A total of 11,952 Aegilops-specific Silico-DArT markers and 8,998 wheat-specific markers were identified. Of these, 7,686 markers were assigned to Ub-genome chromosomes and 4,266 to Mb-genome chromosomes and were ordered using chromosome scale reference assemblies of hexaploid wheat and Ae. umbellulata. Ub-genome chromatin was detected in 5.7% of BC382 and 22.7% of BC642 lines, while 88.5% of BC382 and 84% of BC642 lines contained Mb-genome chromatin, predominantly the chromosomes 4Mb and 5Mb. The presence of alien chromatin was confirmed by microscopic analysis of mitotic metaphase cells using GISH and FISH, which allowed precise determination of the size and position of the introgression events. New Mv9kr1-Ae. biuncialis MvGB382 4Mb and 5Mb disomic addition lines together with a 5DS.5DL-5MbL recombination were identified. A possible effect of the 5MbL distal region on seed length has also been observed. Moreover, previously developed Mv9kr1-MvGB642 introgression lines were more precisely characterized. The newly developed cytogenetic stocks represent valuable genetic resources for wheat improvement, highlighting the importance of utilizing diverse genetic materials to enhance wheat breeding strategies.

野生小麦近缘种 Aegilops biuncialis 通过种间杂交为作物改良提供了宝贵的性状。然而,由于难以高分辨率检测小麦背景中导入的 Ub 和 Mb 基因组染色质,Aegilops 的基因转移一直受到阻碍。本研究应用 DArTseq 技术对小麦品系 Mv9kr1 与 Ae. biuncialis 加入品系 MvGB382(早花耐旱)和 MvGB642(抗叶锈病)杂交产生的两个回交群体(BC382、BC642)进行基因分型。共鉴定出 11,952 个 Aegilops 特异性 Silico-DArT 标记和 8,998 个小麦特异性标记。其中,7,686 个标记被分配到 Ub 基因组染色体上,4,266 个标记被分配到 Mb 基因组染色体上。5.7% 的 BC382 和 22.7% 的 BC642 株系检测到 Ub 基因组染色质,而 88.5% 的 BC382 和 84% 的 BC642 株系含有 Mb 基因组染色质,主要是 4Mb 和 5Mb 染色体。利用 GISH 和 FISH 对有丝分裂分裂期细胞进行显微分析,证实了异源染色质的存在,从而精确确定了导入事件的大小和位置。新的 Mv9kr1-Ae. biuncialis MvGB382 4Mb 和 5Mb 双组配加系以及 5DS.5DL-5MbL 重组被鉴定出来。还观察到 5MbL 远端区域对种子长度的可能影响。此外,以前开发的 Mv9kr1-MvGB642 引种系也得到了更精确的鉴定。新开发的细胞遗传种群是小麦改良的宝贵遗传资源,凸显了利用多样化遗传材料加强小麦育种策略的重要性。
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引用次数: 0
Exploring the complexity of genome size reduction in angiosperms. 探索被子植物基因组规模缩小的复杂性。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-01 DOI: 10.1007/s11103-024-01518-w
Akihiro Ezoe, Motoaki Seki

The genome sizes of angiosperms decreased significantly more than the genome sizes of their ancestors (pteridophytes and gymnosperms). Decreases in genome size involve a highly complex process, with remnants of the genome size reduction scattered across the genome and not directly linked to specific genomic structures. This is because the associated mechanisms operate on a much smaller scale than the mechanisms mediating increases in genome size. This review thoroughly summarizes the available literature regarding the molecular mechanisms underlying genome size reductions and introduces Utricularia gibba and Arabidopsis thaliana as model species for the examination of the effects of these molecular mechanisms. Additionally, we propose that phosphorus deficiency and drought stress are the major external factors contributing to decreases in genome size. Considering these factors affect almost all land plants, angiosperms likely gained the mechanisms for genome size reductions. These environmental factors may affect the retention rates of deletions, while also influencing the mutation rates of deletions via the functional diversification of the proteins facilitating double-strand break repair. The biased retention and mutation rates of deletions may have synergistic effects that enhance deletions in intergenic regions, introns, transposable elements, duplicates, and repeats, leading to a rapid decrease in genome size. We suggest that these selection pressures and associated molecular mechanisms may drive key changes in angiosperms during recurrent cycles of genome size decreases and increases.

被子植物的基因组大小比其祖先(翼手目和裸子植物)的基因组大小要小得多。基因组大小的缩小涉及一个非常复杂的过程,基因组大小缩小的残留物散布在整个基因组中,与特定的基因组结构没有直接联系。这是因为与基因组大小增加的机制相比,相关机制的运作规模要小得多。本综述全面总结了有关基因组体积缩小的分子机制的现有文献,并介绍了拟南芥和拟南芥作为研究这些分子机制影响的模式物种。此外,我们还提出缺磷和干旱胁迫是导致基因组大小减小的主要外部因素。考虑到这些因素影响了几乎所有陆生植物,被子植物很可能获得了基因组大小减少的机制。这些环境因素可能会影响缺失的保留率,同时也会通过促进双链断裂修复的蛋白质的功能多样化来影响缺失的突变率。有偏差的缺失保留率和突变率可能会产生协同效应,增强基因间区、内含子、转座元件、重复序列和重复序列中的缺失,从而导致基因组规模迅速缩小。我们认为,这些选择压力和相关的分子机制可能会在基因组大小不断减小和增大的周期中推动被子植物发生关键性变化。
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引用次数: 0
Multiple NADPH-cytochrome P450 reductases from Lycoris radiata involved in Amaryllidaceae alkaloids biosynthesis. 枸杞中多种 NADPH-细胞色素 P450 还原酶参与金盏花科生物碱的生物合成。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-01 DOI: 10.1007/s11103-024-01516-y
Yuqing Wu, Yifeng Zhang, Haitong Fan, Jie Gao, Siyu Shen, Jifan Jia, Rong Liu, Ping Su, Yating Hu, Wei Gao, Dan Li

Amaryllidaceae alkaloids (AAs), such as galanthamine and lycorine, are natural products of Lycoris radiata possessing various pharmacological activities including anti-acetylcholinesterase, anti-inflammatory, and antitumour activities. Elucidating the biosynthesis of these special AAs is crucial for understanding their production and potential modification for improved clinical application, of which cytochrome P450 enzymes catalyse the formation of key alkaloid skeletons and subsequent modification processes, with the NAPDH cytochrome P450 reductases (CPRs) serving as essential redox partners. This study identified three CPRs, LrCPR1, LrCPR2, and LrCPR3, encoding 700, 697 and 695 amino acids, respectively, which belong to Class II CPRs. The LrCPRs reduced cytochrome c and ferricyanide in an NADPH-dependent manner, and their activities all followed the typical Michaelis-Menten curve. In yeast, the co-expression of LrCPRs and CYP96T6 produced the galantamine-like alkaloid namely N-demethylnarwedine, suggesting that they support the catalytic activity of CYP96T6. Quantitative analysis of the transcriptional expression profiles showed that LrCPRs were expressed in all the examined tissues of L. radiata, and their gene expression patterns are consistent with other genes that may be involved in the biosynthetic pathway of AAs, including cinnamate 4-hydroxylase and phenylalanine ammonia-lyase. Our study firstly provides the functional characterization of LrCPRs in L. radiata, which will contribute to the discovery of biosynthetic pathways and heterologous production of AAs.

Amaryllidaceae生物碱(AAs),如加兰他敏和番荔枝碱,是Lycoris radiata的天然产物,具有多种药理活性,包括抗乙酰胆碱酯酶、抗炎和抗肿瘤活性。其中细胞色素 P450 酶催化了关键生物碱骨架的形成和随后的修饰过程,而 NAPDH 细胞色素 P450 还原酶(CPRs)则是必不可少的氧化还原伙伴。这项研究发现了三种细胞色素还原酶,分别是 LrCPR1、LrCPR2 和 LrCPR3,它们分别编码 700、697 和 695 个氨基酸,属于第二类细胞色素还原酶。LrCPRs 以 NADPH 依赖性方式还原细胞色素 c 和铁氰化物,其活性均遵循典型的 Michaelis-Menten 曲线。在酵母中,LrCPRs 和 CYP96T6 的共同表达产生了类似加兰他敏的生物碱,即 N-去甲基那韦丁,这表明它们支持 CYP96T6 的催化活性。对转录表达谱的定量分析表明,LrCPRs 在辐射杉所有受检组织中均有表达,其基因表达模式与可能参与 AAs 生物合成途径的其他基因(包括肉桂酸 4-羟化酶和苯丙氨酸氨解酶)一致。我们的研究首次提供了LrCPRs的功能特征,这将有助于发现AAs的生物合成途径和异源生产。
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引用次数: 0
Expression interplay of genes coding for calcium-binding proteins and transcription factors during the osmotic phase provides insights on salt stress response mechanisms in bread wheat. 钙结合蛋白和转录因子编码基因在渗透阶段的表达相互作用揭示了面包小麦的盐胁迫响应机制。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-01 DOI: 10.1007/s11103-024-01523-z
Diana Duarte-Delgado, Inci Vogt, Said Dadshani, Jens Léon, Agim Ballvora

Bread wheat is an important crop for the human diet, but the increasing soil salinization is reducing the yield. The Ca2+ signaling events at the early stages of the osmotic phase of salt stress are crucial for the acclimation response of the plants through the performance of calcium-sensing proteins, which activate or repress transcription factors (TFs) that affect the expression of downstream genes. Physiological, genetic mapping, and transcriptomics studies performed with the contrasting genotypes Syn86 (synthetic, salt-susceptible) and Zentos (elite cultivar, salt-tolerant) were integrated to gain a comprehensive understanding of the salt stress response. The MACE (Massive Analysis of cDNA 3'-Ends) based transcriptome analysis until 4 h after stress exposure revealed among the salt-responsive genes, the over-representation of genes coding for calcium-binding proteins. The functional and structural diversity within this category was studied and linked with the expression levels during the osmotic phase in the contrasting genotypes. The non-EF-hand category from calcium-binding proteins was found to be enriched for the susceptibility response. On the other side, the tolerant genotype was characterized by a faster and higher up-regulation of genes coding for proteins with EF-hand domain, such as RBOHD orthologs, and TF members. This study suggests that the interplay of calcium-binding proteins, WRKY, and AP2/ERF TF families in signaling pathways at the start of the osmotic phase can affect the expression of downstream genes. The identification of SNPs in promoter sequences and 3' -UTR regions provides insights into the molecular mechanisms controlling the differential expression of these genes through differential transcription factor binding affinity or altered mRNA stability.

面包小麦是人类饮食中的重要作物,但土壤盐碱化的加剧正在降低其产量。盐胁迫渗透阶段早期的 Ca2+ 信号事件通过钙传感蛋白的作用对植物的适应反应至关重要,钙传感蛋白激活或抑制转录因子(TFs),从而影响下游基因的表达。为了全面了解盐胁迫反应,我们对 Syn86(合成、易感盐)和 Zentos(精英栽培品种、耐盐)这两种对比基因型进行了生理学、基因图谱和转录组学研究。基于 MACE(cDNA 3'-Ends 大规模分析)的转录组分析显示,在盐胁迫暴露 4 小时后的盐响应基因中,钙结合蛋白编码基因的比例过高。研究了这类基因的功能和结构多样性,并将其与不同基因型在渗透压阶段的表达水平联系起来。研究发现,钙结合蛋白中的非 EF-手类别富含易感反应。另一方面,耐受基因型的特点是编码具有 EF-手结构域的蛋白质(如 RBOHD 同源物和 TF 成员)的基因上调更快、更高。这项研究表明,钙结合蛋白、WRKY和AP2/ERF TF家族在渗透阶段开始时信号通路中的相互作用会影响下游基因的表达。启动子序列和 3' -UTR 区域 SNPs 的鉴定有助于深入了解通过转录因子结合亲和力的不同或 mRNA 稳定性的改变来控制这些基因不同表达的分子机制。
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引用次数: 0
Deep learning modeling of RNA ac4C deposition reveals the importance of plant alternative splicing. RNA ac4C 沉积的深度学习建模揭示了植物替代剪接的重要性。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-28 DOI: 10.1007/s11103-024-01512-2
Bintao Guo, Xinlin Wei, Shuangcheng Liu, Wenchao Cui, Chao Zhou

The N4-acetylcytidine (ac4C) modification has recently been characterized as a noncanonical RNA marker in plants. While the precise installation of ac4C sites in individual plant transcripts continues to present challenges, the biological roles of ac4C in specific plant species are gradually being deciphered. Herein, we utilized a deep learning technique called iac4C (intelligent ac4C) to predict ac4C sites in mRNA. ac4C deposition was effectively forecasted by the iac4C model (AUROC = 0.948), revealing a reliable distribution pattern primarily situated in the transcribing area as opposed to regions that are not translated. The iac4C deep learning approach using a combination of BiGRU and self-attention mechanisms both validates previous studies showing a positive correlation between ac4C and RNA splicing in plant species and reveals new examples of other splicing events associated with ac4C. Our advanced deep learning algorithm for analyzing ac4C enables swift identification of important biological phenomena that would otherwise be challenging to uncover through traditional experimental approaches. These findings provide insight into the essential regulatory function of site-specific ac4C deposition in alternative splicing processes. The source code and datasets for iac4C are available at https://github.com/xlwei507/iac4C .

最近,N4-乙酰胞嘧啶(ac4C)修饰被定性为植物中的一种非典型 RNA 标记。虽然在单个植物转录本中精确定位 ac4C 位点仍是一项挑战,但 ac4C 在特定植物物种中的生物学作用正逐渐被破解。在这里,我们利用一种名为 iac4C(智能 ac4C)的深度学习技术来预测 mRNA 中的 ac4C 位点。iac4C 模型有效预测了 ac4C 的沉积(AUROC = 0.948),揭示了一种主要位于转录区而非非翻译区的可靠分布模式。iac4C深度学习方法结合了BiGRU和自我注意机制,既验证了以前的研究显示的植物物种中ac4C与RNA剪接之间的正相关性,又揭示了与ac4C相关的其他剪接事件的新实例。我们用于分析 ac4C 的先进深度学习算法能够迅速识别重要的生物现象,而这些现象通过传统的实验方法很难发现。这些发现让我们深入了解了特定位点 ac4C 沉积在替代剪接过程中的重要调控功能。iac4C 的源代码和数据集可在 https://github.com/xlwei507/iac4C 上获取。
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引用次数: 0
Molecular-based characterization and bioengineering of Sorghum bicolor to enhance iron deficiency tolerance in iron-limiting calcareous soils. 基于分子特征和生物工程的双色高粱(Sorghum bicolor)提高了铁限制性石灰性土壤的缺铁耐受性。
IF 3.9 2区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-24 DOI: 10.1007/s11103-024-01508-y
Takeshi Senoura, Tomoko Nozoye, Rintaro Yuki, Mayu Yamamoto, Keisuke Maeda, Kanna Sato-Izawa, Hiroshi Ezura, Reiko Nakanishi Itai, Khurram Bashir, Hiroshi Masuda, Takanori Kobayashi, Hiromi Nakanishi, Naoko K Nishizawa

Plant biomass can significantly contribute to alternative energy sources. Sorghum bicolor is a promising plant for producing energy, but is susceptible to iron deficiency, which inhibits its cultivation in iron-limiting calcareous soils. The molecular basis for the susceptibility of sorghum to iron deficiency remains unclear. Here, we explored the sorghum genome to identify genes involved in iron uptake and translocation. Iron deficiency-responsive gene expression was comparable to that in other graminaceous plants. A nicotianamine synthase gene, SbNAS1, was induced in response to iron deficiency, and SbNAS1 showed enzyme activity. Sorghum secreted 2'-deoxymugineic acid and other phytosiderophores under iron deficiency, but their levels were relatively low. Intercropping of sorghum with barley or rice rescued iron deficiency symptoms of sorghum. To produce bioengineered sorghum with enhanced tolerance to iron deficiency, we introduced four cassettes into sorghum: 35S promoter-OsIRO2 for activation of iron acquisition-related gene expression, SbIRT1 promoter-Refre1/372 for enhanced ferric-chelate reductase activity, and barley IDS3, and HvNAS1 genomic fragments for enhanced production of phytosiderophores and nicotianamine. The resultant single sorghum line exhibited enhanced secretion of phytosiderophores, increased ferric-chelate reductase activity, and improved iron uptake and leaf greenness compared with non-transformants under iron-limiting conditions. Similar traits were also conferred to rice by introducing the four cassettes. Moreover, these rice lines showed similar or better tolerance in calcareous soils and increased grain iron accumulation compared with previous rice lines carrying two or three comparable cassettes. These results provide a molecular basis for the bioengineering of sorghum tolerant of low iron availability in calcareous soils.

植物生物质可为替代能源做出重大贡献。高粱(Sorghum bicolor)是一种很有希望生产能源的植物,但容易缺铁,这阻碍了它在缺铁的石灰性土壤中的种植。高粱易缺铁的分子基础尚不清楚。在此,我们对高粱基因组进行了探索,以确定参与铁吸收和转运的基因。缺铁反应基因的表达与其他禾本科植物相当。一种烟碱胺合成酶基因SbNAS1在缺铁反应中被诱导,并且SbNAS1显示出酶活性。在缺铁情况下,高粱会分泌 2'-deoxymugineic acid 和其他植物苷元,但含量相对较低。高粱与大麦或水稻间作可缓解高粱的缺铁症状。为了培育对缺铁耐受性更强的生物工程高粱,我们在高粱中引入了四个基因盒:35S启动子-OsIRO2,用于激活铁获取相关基因的表达;SbIRT1启动子-Refre1/372,用于增强铁螯合还原酶的活性;大麦IDS3和HvNAS1基因组片段,用于提高植物苷元和烟碱的产量。由此产生的高粱单系与非转化株相比,在铁限制条件下表现出更强的植物苷元分泌能力、更高的铁螯合还原酶活性以及更好的铁吸收能力和叶片绿度。通过引入这四个基因盒,水稻也获得了类似的性状。此外,与以前携带两个或三个类似基因盒的水稻品系相比,这些水稻品系在石灰性土壤中表现出相似或更好的耐受性,并增加了谷粒的铁积累。这些结果为耐受石灰性土壤中低铁供应的高粱的生物工程提供了分子基础。
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Plant Molecular Biology
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