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Reading m6A marks in mRNA: A potent mechanism of gene regulation in plants 读取 mRNA 中的 m6A 标记:植物基因调控的有效机制
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-04 DOI: 10.1111/jipb.13781
Thi Kim Hang Nguyen, Hunseung Kang

Modifications to RNA have recently been recognized as a pivotal regulator of gene expression in living organisms. More than 170 chemical modifications have been identified in RNAs, with N6-methyladenosine (m6A) being the most abundant modification in eukaryotic mRNAs. The addition and removal of m6A marks are catalyzed by methyltransferases (referred to as “writers”) and demethylases (referred to as “erasers”), respectively. In addition, the m6A marks in mRNAs are recognized and interpreted by m6A-binding proteins (referred to as “readers”), which regulate the fate of mRNAs, including stability, splicing, transport, and translation. Therefore, exploring the mechanism underlying the m6A reader-mediated modulation of RNA metabolism is essential for a much deeper understanding of the epigenetic role of RNA modification in plants. Recent discoveries have improved our understanding of the functions of m6A readers in plant growth and development, stress response, and disease resistance. This review highlights the latest developments in m6A reader research, emphasizing the diverse RNA-binding domains crucial for m6A reader function and the biological and cellular roles of m6A readers in the plant response to developmental and environmental signals. Moreover, we propose and discuss the potential future research directions and challenges in identifying novel m6A readers and elucidating the cellular and mechanistic role of m6A readers in plants.

最近,人们认识到 RNA 的修饰是生物体内基因表达的关键调节因子。目前已在 RNA 中发现 170 多种化学修饰,其中 N6-甲基腺苷(m6A)是真核生物 mRNA 中最常见的修饰。m6A 标记的添加和去除分别由甲基转移酶(被称为 "写手")和去甲基化酶(被称为 "擦手")催化。此外,mRNA 中的 m6A 标记会被 m6A 结合蛋白(称为 "阅读者")识别和解读,从而调控 mRNA 的命运,包括稳定性、剪接、运输和翻译。因此,探索 m6A 阅读器介导的 RNA 代谢调节机制对于更深入地了解 RNA 修饰在植物中的表观遗传作用至关重要。最近的发现增进了我们对 m6A 阅读器在植物生长发育、胁迫响应和抗病中的功能的了解。本综述重点介绍了 m6A 阅读器研究的最新进展,强调了对 m6A 阅读器功能至关重要的各种 RNA 结合域,以及 m6A 阅读器在植物对发育和环境信号的响应中的生物和细胞作用。此外,我们还提出并讨论了在鉴定新型 m6A 阅读器和阐明 m6A 阅读器在植物中的细胞和机理作用方面潜在的未来研究方向和挑战。
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引用次数: 0
Regulation of maize growth and immunity by ZmSKI3-mediated RNA decay and post-transcriptional gene silencing ZmSKI3 介导的 RNA 衰变和转录后基因沉默对玉米生长和免疫的调控。
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1111/jipb.13780
Jie Gao, Na Zhang, Guohui Liu, Jinjun Tian, Mengyao Chen, Ying Wang, Ye Xing, Ying Zhang, Chenyang Zhao, Xiaohuan Mu, Yanwen Yu, Hongbin Niu, Jiankun Li, Jihua Tang, Mingyue Gou

Disease resistance is often associated with compromised plant growth and yield due to defense-growth tradeoffs. However, key components and mechanisms underlying the defense-growth tradeoffs are rarely explored in maize. In this study, we find that ZmSKI3, a putative subunit of the SUPERKILLER (SKI) complex that mediates the 3′-5′ degradation of RNA, regulates both plant development and disease resistance in maize. The Zmski3 mutants showed retarded plant growth and constitutively activated defense responses, while the ZmSKI3 overexpression lines are more susceptible to Curvularia lunata and Bipolaris maydis. Consistently, the expression of defense-related genes was generally up-regulated, while expressions of growth-related genes were mostly down-regulated in leaves of the Zmski3-1 mutant compared to that of wild type. In addition, 223 differentially expressed genes that are up-regulated in Zmski3-1 mutant but down-regulated in the ZmSKI3 overexpression line are identified as potential target genes of ZmSKI3. Moreover, small interfering RNAs targeting the transcripts of the defense- and growth-related genes are differentially accumulated, likely to combat the increase of defense-related transcripts but decrease of growth-related transcripts in Zmski3-1 mutant. Taken together, our study indicates that plant growth and immunity could be regulated by both ZmSKI3-mediated RNA decay and post-transcriptional gene silencing in maize.

抗病性往往与防御-生长权衡导致的植物生长和产量受损有关。然而,在玉米中,很少有人探索防御-生长权衡的关键成分和机制。在这项研究中,我们发现 ZmSKI3 是超级杀手(SKI)复合体的一个推定亚基,它介导 RNA 的 3'-5' 降解,同时调控玉米的植物生长和抗病性。Zmski3 突变体表现出植物生长迟缓和组成性激活的防御反应,而 ZmSKI3 过表达株系则更易感染 Curvularia lunata 和 Bipolaris maydis。与野生型相比,Zmski3-1 突变体叶片中防御相关基因的表达普遍上调,而生长相关基因的表达大多下调。此外,在 Zmski3-1 突变体中上调而在 ZmSKI3 过表达株中下调的 223 个差异表达基因被鉴定为 ZmSKI3 的潜在靶基因。此外,针对防御和生长相关基因转录本的小干扰 RNA 有不同程度的积累,这可能是 Zmski3-1 突变体中防御相关转录本增加而生长相关转录本减少的原因。综上所述,我们的研究表明,玉米中的植物生长和免疫可同时受到 ZmSKI3 介导的 RNA 衰变和转录后基因沉默的调控。
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引用次数: 0
Light signaling-dependent regulation of plastid RNA processing in Arabidopsis. 拟南芥质体 RNA 处理的光信号依赖性调控。
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-01 DOI: 10.1111/jipb.13779
Lili Hu, Qian Wu, Chunyu Wu, Chunmei Zhang, Ziying Wu, Meihui Shi, Man Zhang, Sujuan Duan, Hong-Bin Wang, Hong-Lei Jin

Light is a vital environmental signal that regulates the expression of plastid genes. Plastids are crucial organelles that respond to light, but the effects of light on plastid RNA processing following transcription remain unclear. In this study, we systematically examined the influence of light exposure on plastid RNA processing, focusing on RNA splicing and RNA editing. We demonstrated that light promotes the splicing of transcripts from the plastid genes rps12, ndhA, atpF, petB, and rpl2. Additionally, light increased the editing rate of the accD transcript at nucleotide 794 (accD-794) and the ndhF transcript at nucleotide 290 (ndhF-290), while decreasing the editing rate of the clpP transcript at nucleotide 559 (clpP-559). We have identified key regulators of signaling pathways, such as CONSTITUTIVELY PHOTOMORPHOGENIC 1 (COP1), ELONGATED HYPOCOTYL 5 (HY5), and PHYTOCHROME-INTERACTING FACTORs (PIFs), as important players in the regulation of plastid RNA splicing and editing. Notably, COP1 was required for GENOMES UNCOUPLED1 (GUN1)-dependent repression of clpP-559 editing in the light. We showed that HY5 and PIF1 bind to the promoters of nuclear genes encoding plastid-localized RNA processing factors in a light-dependent manner. This study provides insight into the mechanisms underlying light-mediated post-transcriptional regulation of plastid gene expression.

光是调节质体基因表达的重要环境信号。质体是对光做出反应的关键细胞器,但光对转录后质体 RNA 处理的影响仍不清楚。在这项研究中,我们系统地研究了光照对质体 RNA 处理的影响,重点是 RNA 剪接和 RNA 编辑。我们证实,光能促进质体基因 rps12、ndhA、atpF、petB 和 rpl2 的转录本剪接。此外,光还提高了核苷酸 794(accD-794)处的 accD 转录本和核苷酸 290(ndhF-290)处的 ndhF 转录本的剪接率,同时降低了核苷酸 559(clpP-559)处的 clpP 转录本的剪接率。我们发现信号通路的关键调控因子,如CONSTITUTIVELY PHOTOMORPHOGENIC 1 (COP1)、ELONGATED HYPOCOTYL 5 (HY5)和PHYTOCHROME-INTERACTING FACTORs (PIFs),是调节质体RNA剪接和编辑的重要角色。值得注意的是,COP1 是 GENOMES UNCOUPLED1 (GUN1) 依赖性抑制 clpP-559 在光下编辑所必需的。我们发现,HY5 和 PIF1 以光照依赖的方式与编码质体定位 RNA 处理因子的核基因启动子结合。这项研究深入揭示了光介导的转录后质体基因表达调控机制。
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引用次数: 0
GhCASPL1 regulates secondary cell wall thickening in cotton fibers by stabilizing the cellulose synthase complex on the plasma membrane GhCASPL1 通过稳定质膜上的纤维素合成酶复合物来调节棉纤维的次生细胞壁增厚。
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-24 DOI: 10.1111/jipb.13777
Li Zhang, Xingpeng Wen, Xin Chen, Yifan Zhou, Kun Wang, Yuxian Zhu

Cotton (Gossypium hirsutum) fibers are elongated single cells that rapidly accumulate cellulose during secondary cell wall (SCW) thickening, which requires cellulose synthase complex (CSC) activity. Here, we describe the CSC-interacting factor CASPARIAN STRIP MEMBRANE DOMAIN-LIKE1 (GhCASPL1), which contributes to SCW thickening by influencing CSC stability on the plasma membrane. GhCASPL1 is preferentially expressed in fiber cells during SCW biosynthesis and encodes a MARVEL domain protein. The ghcaspl1 ghcaspl2 mutant exhibited reduced plant height and produced mature fibers with fewer natural twists, lower tensile strength, and a thinner SCW compared to the wild type. Similarly, the Arabidopsis (Arabidopsis thaliana) caspl1 caspl2 double mutant showed a lower cellulose content and thinner cell walls in the stem vasculature than the wild type but normal plant morphology. Introducing the cotton gene GhCASPL1 successfully restored the reduced cellulose content of the Arabidopsis caspl1 caspl2 mutant. Detergent treatments, ultracentrifugation assays, and enzymatic assays showed that the CSC in the ghcaspl1 ghcaspl2 double mutant showed reduced membrane binding and decreased enzyme activity compared to the wild type. GhCASPL1 binds strongly to phosphatidic acid (PA), which is present in much higher amounts in thickening fiber cells compared to ovules and leaves. Mutating the PA-binding site in GhCASPL1 resulted in the loss of its colocalization with GhCesA8, and it failed to localize to the plasma membrane. PA may alter membrane structure to facilitate protein–protein interactions, suggesting that GhCASPL1 and PA collaboratively stabilize the CSC. Our findings shed light on CASPL functions and the molecular machinery behind SCW biosynthesis in cotton fibers.

棉花(Gossypium hirsutum)纤维是拉长的单细胞,在次生细胞壁(SCW)增厚过程中会迅速积累纤维素,这需要纤维素合成酶复合物(CSC)的活性。在这里,我们描述了与 CSC 相互作用的因子 CASPARIAN STRIP MEMBRANE DOMAIN-LIKE1 (GhCASPL1),它通过影响 CSC 在质膜上的稳定性来促进 SCW 增厚。GhCASPL1 在 SCW 生物合成过程中优先在纤维细胞中表达,编码 MARVEL 结构域蛋白。与野生型相比,ghcaspl1 ghcaspl2 突变体的植株高度降低,产生的成熟纤维自然扭曲较少,抗拉强度较低,SCW 较细。同样,拟南芥(Arabidopsis thaliana)caspl1 caspl2 双突变体与野生型相比,茎脉管中的纤维素含量较低,细胞壁较薄,但植株形态正常。引入棉花基因 GhCASPL1 成功恢复了拟南芥 caspl1 caspl2 突变体纤维素含量的降低。洗涤剂处理、超速离心测定和酶测定显示,与野生型相比,ghcaspl1 ghcaspl2双突变体中的CSC膜结合力降低,酶活性下降。GhCASPL1 与磷脂酸(PA)结合力很强,与胚珠和叶片相比,磷脂酸在增粗纤维细胞中的含量要高得多。突变 GhCASPL1 中的 PA 结合位点会导致其失去与 GhCesA8 的共定位,并且不能定位到质膜上。PA可能会改变膜结构以促进蛋白质之间的相互作用,这表明GhCASPL1和PA共同稳定了CSC。我们的发现揭示了 CASPL 的功能以及棉纤维中 SCW 生物合成背后的分子机制。
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引用次数: 0
A novel C2H2-type zinc-finger transcription factor, CitZAT4, regulates ethylene-induced orange coloration in Satsuma mandarin flavedo (Citrus unshiu Marc.). 一种新型 C2H2- 型锌指转录因子 CitZAT4 调节乙烯诱导的萨摩蜜柑(Citrus unshiu Marc.)
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-24 DOI: 10.1111/jipb.13778
Quan Sun, Zhengchen He, Junli Ye, Ranran Wei, Di Feng, Yingzi Zhang, Lijun Chai, Yunjiang Cheng, Qiang Xu, Xiuxin Deng

Ethylene treatment promotes orange coloration in the flavedo of Satsuma mandarin (Citrus unshiu Marc.) fruit, but the corresponding regulatory mechanism is still largely unknown. In this study, we identified a C2H2-type zinc-finger transcription factor, CitZAT4, the expression of which was markedly induced by ethylene. CitZAT4 directly binds to the CitPSY promoter and activates its expression, thereby promoting carotenoid biosynthesis. Transient expression in Satsuma mandarin fruit and stable transformation of citrus calli showed that overexpressing of CitZAT4 inhibited CitLCYE expression, thus inhibiting α-branch yellow carotenoid (lutein) biosynthesis. CitZAT4 overexpression also enhanced the transcript levels of CitLCYB, CitHYD, and CitNCED2, promoting β-branch orange carotenoid accumulation. Molecular biochemical assays, including yeast one-hybrid (Y1H), electrophoretic mobility shift (EMSA), chromatin immunoprecipitation quantitative polymerase chain reaction (ChIP-qPCR), and luciferase (LUC) assays, demonstrated that CitZAT4 directly binds to the promoters of its target genes and regulates their expression. An ethylene response factor, CitERF061, which is induced by ethylene signaling, was found to directly bound to the CitZAT4 promoter and induced its expression, thus positively regulating CitZAT4-mediated orange coloration in citrus fruit. Together, our findings reveal that a CitZAT4-mediated transcriptional cascade is driven by ethylene via CitERF061, linking ethylene signaling to carotenoid metabolism in promoting orange coloration in the flavedo of Satsuma mandarin fruit. The molecular regulatory mechanism revealed here represents a significant step toward developing strategies for improving the quality and economic efficiency of citrus crops.

乙烯处理可促进萨摩蜜柑(Citrus unshiu Marc.)果实黄皮的橙色着色,但相应的调控机制在很大程度上仍不清楚。在这项研究中,我们发现了一种 C2H2 型锌指转录因子 CitZAT4,它的表达受到乙烯的明显诱导。CitZAT4 直接与 CitPSY 启动子结合并激活其表达,从而促进类胡萝卜素的生物合成。在萨摩蜜柑果实中的瞬时表达和柑橘胼胝体的稳定转化表明,过表达 CitZAT4 会抑制 CitLCYE 的表达,从而抑制α-支黄色类胡萝卜素(叶黄素)的生物合成。过量表达 CitZAT4 还会提高 CitLCYB、CitHYD 和 CitNCED2 的转录水平,促进类胡萝卜素的β-橙色分支积累。分子生化实验,包括酵母单杂交(Y1H)、电泳迁移(EMSA)、染色质免疫沉淀定量聚合酶链反应(ChIP-qPCR)和荧光素酶(LUC)实验,证明了CitZAT4可直接与其靶基因的启动子结合并调控其表达。研究发现,乙烯信号诱导的乙烯响应因子 CitERF061 可直接与 CitZAT4 启动子结合并诱导其表达,从而正向调节 CitZAT4 介导的柑橘果实橙色着色。综上所述,我们的研究结果表明,乙烯通过 CitERF061 驱动 CitZAT4 介导的转录级联,将乙烯信号与类胡萝卜素代谢联系起来,促进萨摩柑果实黄皮中的橙色着色。本文揭示的分子调控机制是朝着开发提高柑橘作物品质和经济效益的战略迈出的重要一步。
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引用次数: 0
An integrative framework reveals widespread gene flow during the early radiation of oaks and relatives in Quercoideae (Fagaceae). 综合框架揭示了橡树和栎科(Fagaceae)近缘植物早期辐射过程中广泛的基因流动。
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-19 DOI: 10.1111/jipb.13773
Shui-Yin Liu, Ying-Ying Yang, Qin Tian, Zhi-Yun Yang, Shu-Feng Li, Paul J Valdes, Alex Farnsworth, Heather R Kates, Carolina M Siniscalchi, Robert P Guralnick, Douglas E Soltis, Pamela S Soltis, Gregory W Stull, Ryan A Folk, Ting-Shuang Yi

Although the frequency of ancient hybridization across the Tree of Life is greater than previously thought, little work has been devoted to uncovering the extent, timeline, and geographic and ecological context of ancient hybridization. Using an expansive new dataset of nuclear and chloroplast DNA sequences, we conducted a multifaceted phylogenomic investigation to identify ancient reticulation in the early evolution of oaks (Quercus). We document extensive nuclear gene tree and cytonuclear discordance among major lineages of Quercus and relatives in Quercoideae. Our analyses recovered clear signatures of gene flow against a backdrop of rampant incomplete lineage sorting, with gene flow most prevalent among major lineages of Quercus and relatives in Quercoideae during their initial radiation, dated to the Early-Middle Eocene. Ancestral reconstructions including fossils suggest ancestors of Castanea + Castanopsis, Lithocarpus, and the Old World oak clade probably co-occurred in North America and Eurasia, while the ancestors of Chrysolepis, Notholithocarpus, and the New World oak clade co-occurred in North America, offering ample opportunity for hybridization in each region. Our study shows that hybridization-perhaps in the form of ancient syngameons like those seen today-has been a common and important process throughout the evolutionary history of oaks and their relatives. Concomitantly, this study provides a methodological framework for detecting ancient hybridization in other groups.

尽管生命之树上古代杂交的频率比以前想象的要高,但很少有人致力于揭示古代杂交的程度、时间轴以及地理和生态背景。利用核DNA和叶绿体DNA序列的新数据集,我们进行了多方面的系统发生组调查,以确定橡树(Quercus)早期进化中的古老网状结构。我们记录了栎科植物主要世系和栎属近缘植物之间广泛的核基因树和细胞核不一致性。我们的分析发现,在猖獗的不完全品系分选背景下,基因流动的特征非常明显,在栎科植物的主要品系和近缘植物的最初辐射期间,基因流动最为普遍,可追溯到始新世早中期。包括化石在内的祖先重建表明,Castanea + Castanopsis、Lithocarpus 和旧大陆橡树支系的祖先可能在北美和欧亚大陆共生,而 Chrysolepis、Notholithocarpus 和新大陆橡树支系的祖先则在北美共生,这为每个地区的杂交提供了充分的机会。我们的研究表明,在橡树及其近缘植物的整个进化史中,杂交--也许是以今天所见的古代合子的形式--是一个常见而重要的过程。同时,这项研究也为检测其他类群的古老杂交提供了一个方法框架。
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引用次数: 0
Transcriptional regulation of phospholipid transport in cotton fiber elongation by GhMYB30D04–GhHD1 interaction complex GhMYB30D04-GhHD1相互作用复合物对棉纤维伸长过程中磷脂运输的转录调控
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-17 DOI: 10.1111/jipb.13776
Qingwei Song, Chuanhui Du, Yiyang Xu, Jin Wang, Min Lin, Kaijing Zuo

Cotton fiber length is basically determined by well-coordinated gene expression and phosphatidylinositol phosphates (PIPs) accumulation during fiber elongation but the regulatory mechanism governing PIPs transport remains unknown. Here, we report a MYB transcription factor GhMYB30D04 in Gossypium hirsutum that promotes fiber elongation through modulating the expression of PIP transporter gene GhLTPG1. Knockout of GhMYB30D04 gene in cotton (KO) results in a reduction of GhLTPG1 transcripts with lower accumulation of PIPs, leading to shorter fibers and lower fiber yield. Conversely, GhMYB30D04 overexpression (GhMYB30D04-OE) causes richer PIPs and longer cotton fibers, mimicking the effects of exogenously applying PIPs on the ovules of GhMYB30D04-KO and wild type. Furthermore, GhMYB30D04 interacts with GhHD1, the crucial transcription factor of fiber initiation, to form an activation complex stabilized by PIPs, both of which upregulate GhLTPG1 expression. Comparative omics-analysis revealed that higher and extended expressions of LTPG1 in fiber elongation mainly correlate with the variations of the GhMYB30D04 gene between two cotton allotetraploids, contributing to longer fiber in G. babardense. Our work clarifies a mechanism by which GhHD1–GhMYB30D04 form a regulatory module of fiber elongation to tightly control PIP accumulation. Our work still has an implication that GhMYB30D04–GhHD1 associates with development transition from fiber initiation to elongation.

棉花纤维长度基本上是由纤维伸长过程中协调良好的基因表达和磷脂酰肌醇磷酸酯(PIPs)积累决定的,但 PIPs 转运的调控机制仍不清楚。在这里,我们报告了一种 MYB 转录因子 GhMYB30D04,它通过调节 PIP 转运基因 GhLTPG1 的表达来促进纤维伸长。在棉花中敲除 GhMYB30D04 基因(KO)会导致 GhLTPG1 转录本减少,PIPs 积累降低,从而导致纤维变短,纤维产量降低。相反,GhMYB30D04 过表达(GhMYB30D04-OE)会导致更丰富的 PIPs 和更长的棉纤维,模拟了外源施加 PIPs 对 GhMYB30D04-KO 和野生型胚珠的影响。此外,GhMYB30D04 与纤维起始的关键转录因子 GhHD1 相互作用,形成由 PIPs 稳定的活化复合物,两者都能上调 GhLTPG1 的表达。omics 比较分析表明,LTPG1 在纤维伸长过程中的高表达和延长表达主要与两个棉花异源四倍体之间 GhMYB30D04 基因的变异有关,这有助于延长 G. babardense 的纤维。我们的工作阐明了 GhHD1-GhMYB30D04 形成纤维伸长调控模块以严格控制 PIP 积累的机制。我们的研究还表明,GhMYB30D04-GhHD1 与纤维起始到伸长的发育转变有关。
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引用次数: 0
OsFAD1–OsMYBR22 modulates clustered spikelet through regulating BRD3 in rice OsFAD1-OsMYBR22 通过调控 BRD3 调节水稻的丛生小穗。
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-16 DOI: 10.1111/jipb.13775
Mingxing Cheng, Huanran Yuan, Ruihua Wang, Fengfeng Fan, Fengfeng Si, Xiong Luo, Wei Liu, Shaoqing Li

The phenotype of rice clustered spikelet mutants results from the upregulation of the FAD/NAD(P)-binding oxidoreductase family gene OsFAD1. Enhanced interaction between OsFAD1 and the transcription factor OsMYBR22 leads to the upregulation of the spikelet clustering-related BR catabolic gene BRD3.

水稻丛生小穗突变体的表型是由 FAD/NAD(P)结合氧化还原酶家族基因 OsFAD1 的上调引起的。OsFAD1 与转录因子 OsMYBR22 之间的相互作用增强,导致与小穗丛生有关的 BR 分解基因 BRD3 上调。
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引用次数: 0
MetMiner: A user-friendly pipeline for large-scale plant metabolomics data analysis MetMiner:用于大规模植物代谢组学数据分析的用户友好型管道
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-10 DOI: 10.1111/jipb.13774
Xiao Wang, Shuang Liang, Wenqi Yang, Ke Yu, Fei Liang, Bing Zhao, Xiang Zhu, Chao Zhou, Luis A. J. Mur, Jeremy A. Roberts, Junli Zhang, Xuebin Zhang

The utilization of metabolomics approaches to explore the metabolic mechanisms underlying plant fitness and adaptation to dynamic environments is growing, highlighting the need for an efficient and user-friendly toolkit tailored for analyzing the extensive datasets generated by metabolomics studies. Current protocols for metabolome data analysis often struggle with handling large-scale datasets or require programming skills. To address this, we present MetMiner (https://github.com/ShawnWx2019/MetMiner), a user-friendly, full-functionality pipeline specifically designed for plant metabolomics data analysis. Built on R shiny, MetMiner can be deployed on servers to utilize additional computational resources for processing large-scale datasets. MetMiner ensures transparency, traceability, and reproducibility throughout the analytical process. Its intuitive interface provides robust data interaction and graphical capabilities, enabling users without prior programming skills to engage deeply in data analysis. Additionally, we constructed and integrated a plant-specific mass spectrometry database into the MetMiner pipeline to optimize metabolite annotation. We have also developed MDAtoolkits, which include a complete set of tools for statistical analysis, metabolite classification, and enrichment analysis, to facilitate the mining of biological meaning from the datasets. Moreover, we propose an iterative weighted gene co-expression network analysis strategy for efficient biomarker metabolite screening in large-scale metabolomics data mining. In two case studies, we validated MetMiner's efficiency in data mining and robustness in metabolite annotation. Together, the MetMiner pipeline represents a promising solution for plant metabolomics analysis, providing a valuable tool for the scientific community to use with ease.

利用代谢组学方法探索植物适应性和适应动态环境的代谢机制的应用越来越广泛,这突出表明需要一种高效且用户友好的工具包,专门用于分析代谢组学研究产生的大量数据集。目前的代谢组数据分析方案往往难以处理大规模数据集,或者需要编程技能。为了解决这个问题,我们推出了 MetMiner (https://github.com/ShawnWx2019/MetMiner),这是一个专为植物代谢组学数据分析设计的用户友好型全功能管道。MetMiner基于R语言开发,可以部署在服务器上,利用额外的计算资源处理大规模数据集。MetMiner 可确保整个分析过程的透明度、可追溯性和可重复性。其直观的界面提供了强大的数据交互和图形功能,使没有编程技能的用户也能深入参与数据分析。此外,我们还构建了植物专用质谱数据库,并将其集成到 MetMiner 管道中,以优化代谢物注释。我们还开发了 MDAtoolkits,其中包括一整套用于统计分析、代谢物分类和富集分析的工具,以方便从数据集中挖掘生物学意义。此外,我们还提出了一种迭代加权基因共表达网络分析策略,用于在大规模代谢组学数据挖掘中高效筛选生物标记代谢物。在两个案例研究中,我们验证了 MetMiner 在数据挖掘方面的效率和代谢物注释方面的稳健性。总之,MetMiner 管道代表了植物代谢组学分析的一种有前途的解决方案,为科学界提供了一种易于使用的宝贵工具。
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引用次数: 0
Cover Image: 封面图片:
IF 9.3 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-05 DOI: 10.1111/jipb.13527

Following a season of diligent cultivation, the rice plants are ready for harvest. However, some rice plants have not headed yet and so are left unharvested in the fields. This delay is caused by infection with rice stripe mosaic virus, a newly emerged rice virus in southern China. Chen et al. (pages 2000-2016) demonstrated that the virus-encoded protein P6 hijacks the rice heading-related E3 ubiquitin ligase HAF1, leading to delayed heading. The infected plants that are left unharvested offer a conducive environment for the virus and its carrier, the leafhopper Recilia dorsalis, to overwinter.

经过一个季节的辛勤耕耘,稻苗已经可以收割了。然而,有些稻株还没有抽穗,因此还留在田里没有收割。造成这种延误的原因是感染了水稻条纹花叶病毒,这是一种在中国南方新出现的水稻病毒。Chen 等人(2000-2016 年)的研究表明,病毒编码的蛋白质 P6 会劫持与水稻头状花序相关的 E3 泛素连接酶 HAF1,从而导致头状花序延迟。未收割的受感染植株为病毒及其载体叶蝉(Recilia dorsalis)提供了有利的越冬环境。
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Journal of Integrative Plant Biology
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