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Insights into the function of the chloroplastic ribosome-associated GTPase high frequency of lysogenization X in Arabidopsis thaliana 拟南芥叶绿体核糖体相关 GTPase 高频溶酶原化 X 的功能透视
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-11 DOI: 10.1002/pld3.559
Marwa Mehrez, Cécile Lecampion, Hang Ke, Faten Gorsane, Ben Field
Ribosome-associated GTPases are conserved enzymes that participate in ribosome biogenesis and ribosome function. In bacteria, recent studies have identified HflX as a ribosome-associated GTPase that is involved in both ribosome biogenesis and recycling under stress conditions. Plants possess a chloroplastic HflX homolog, but its function remains unknown. Here, we characterized the role of HflX in the plant Arabidopsis thaliana. Our findings show that HflX does not affect normal plant growth, nor does it play an essential role in acclimation to several different stresses, including heat, manganese, cold, and salt stress under the conditions tested. However, we found that HflX is required for plant resistance to chloroplast translational stress mediated by the antibiotic lincomycin. Our results suggest that HflX is a chloroplast ribosome-associated protein that may play a role in the surveillance of translation. These findings provide new insight into the function of HflX as a ribosome-associated GTPase in plants and highlight the importance of investigating conserved proteins in different organisms to gain a comprehensive understanding of their biological roles.
核糖体相关 GTP 酶是参与核糖体生物发生和核糖体功能的保守酶。在细菌中,最近的研究发现 HflX 是一种核糖体相关 GTP 酶,在胁迫条件下参与核糖体的生物发生和再循环。植物具有叶绿体 HflX 同源物,但其功能仍不清楚。在这里,我们研究了 HflX 在拟南芥中的作用。我们的研究结果表明,HflX 不会影响植物的正常生长,也不会在几种不同胁迫的适应过程中发挥重要作用,包括在测试条件下的热胁迫、锰胁迫、冷胁迫和盐胁迫。然而,我们发现,HflX 是植物抵抗抗生素林可霉素介导的叶绿体翻译胁迫的必要条件。我们的研究结果表明,HflX 是叶绿体核糖体相关蛋白,可能在翻译监控中发挥作用。这些发现为了解 HflX 作为植物核糖体相关 GTP 酶的功能提供了新的视角,并强调了研究不同生物体中的保守蛋白以全面了解其生物学作用的重要性。
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引用次数: 0
Microsporogenesis and the biosynthesis of floral small interfering RNAs in coffee have a unique pattern among eudicots, suggesting a sensitivity to climate changes 咖啡中的小孢子发生和花小干扰RNA的生物合成在裸子植物中具有独特的模式,表明其对气候变化的敏感性
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-07 DOI: 10.1002/pld3.561
Kellen Kauanne Pimenta de Oliveira, Raphael Ricon de Oliveira, Gabriel de Campos Rume, Thales Henrique Cherubino Ribeiro, Christiane Noronha Fernandes-Brum, Laurence Rodrigues do Amaral, Atul Kakrana, Sandra Mathioni, Blake C. Meyers, Matheus de Souza Gomes, Antonio Chalfun-Junior
Recently, the siRNAs pathways, and especially reproductive phasiRNAs, have attracted attention in eudicots since their biological roles are still unknown and their biogenesis took different evolutionary pathways compared to monocots. In this work, we used Coffea arabica L., a recent allotetraploid formed from the hybridization of Coffea canephora and C. eugenioides unreduced gametes, to explore microsporogenesis and small RNAs-related pathways in a eudicot crop. First, we identified the microsporogenesis stages during anther development revealing that pre-meiosis occurs in anthers of 1.5 mm inside floral buds (FBs), whereas meiosis between 1.5 and 4.2 mm FBs, and post-meiosis in FBs larger than 4.2 mm. These stages coincide with the Brazilian winter, a period of FBs reduced growth which suggests temperature sensitivity. Next, we identified and quantified the expression of reproductive 21- and 24-nt phasiRNAs during coffee anther development together with their canonical and novel miRNA triggers, and characterized the DCL and AGO families. Our results showed that the pattern of reproductive phasiRNA abundance in C. arabica is unique among described eudicots and the canonical trigger car-miR2275 is involved in the processing of both 21- and 24-nt phasiRNAs. Fourteen DCL genes were identified, but DCL5, related to phasiRNA biosynthesis in monocots, was not, according to its specificity for monocots. Thus, our work explored the knowledge gap about microsporogenesis and related siRNAs pathways in coffee, contributing to the control of reproductive development and the improvement of fertility in eudicots.
最近,siRNAs途径,尤其是生殖相RNAs,在裸子植物中引起了关注,因为它们的生物学作用尚不清楚,而且与单子叶植物相比,它们的生物发生经历了不同的进化途径。在这项工作中,我们利用阿拉伯咖啡(Coffea arabica L.)--一种由Coffea canephora和C. eugenioides未还原配子杂交而成的新近异源四倍体--来探索裸子植物中的微孢子发生和小RNA相关途径。首先,我们确定了花药发育过程中的微孢子发生阶段,发现减数分裂前发生在花蕾(FB)内1.5毫米的花药中,而减数分裂发生在1.5至4.2毫米的FB中,减数分裂后发生在大于4.2毫米的FB中。这些阶段与巴西的冬季相吻合,这一时期 FB 的生长减弱,表明其对温度的敏感性。接下来,我们确定并量化了咖啡花药发育过程中生殖 21-nt 和 24-nt phasiRNAs 的表达及其典型和新型 miRNA 触发器,并描述了 DCL 和 AGO 家族的特征。我们的研究结果表明,在已描述的真叶植物中,阿拉伯咖啡花药的生殖相RNA丰度模式是独一无二的,经典触发器car-miR2275参与了21和24-nt相RNA的处理。我们鉴定了 14 个 DCL 基因,但与单子叶植物中 phasiRNA 生物合成有关的 DCL5 因其对单子叶植物的特异性而未被鉴定。因此,我们的工作填补了咖啡中微孢子发生和相关siRNAs途径的知识空白,有助于控制真叶植物的生殖发育和提高其繁殖力。
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引用次数: 0
Creating saponin‐free yellow pea seeds by CRISPR/Cas9‐enabled mutagenesis on β‐amyrin synthase 通过对 β-amyrin 合成酶进行 CRISPR/Cas9 诱变,培育出不含皂素的黄豌豆种子
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-01 DOI: 10.1002/pld3.563
Connor L Hodgins, Eman M. Salama, Rahul Kumar, Yang Zhao, Susan A. Roth, Irene Z. Cheung, Jieyu Chen, Gene C. Arganosa, Tom Warkentin, Pankaj Bhowmik, Byung‐Kook Ham, Dae-Kyun Ro
Abstract Dry pea ( Pisum sativum ) seeds are valuable sources of plant protein, dietary fiber, and starch, but their uses in food products are restricted to some extent due to several off‐flavor compounds. Saponins are glycosylated triterpenoids and are a major source of bitter, astringent, and metallic off‐flavors in pea products. β‐amyrin synthase (BAS) is the entry point enzyme for saponin biosynthesis in pea and therefore is an ideal target for knock‐out using CRISPR/Cas9 genome editing to produce saponin deficient pea varieties. Here, in an elite yellow pea cultivar (CDC Inca), LC/MS analysis identified embryo tissue, not seed coat, as the main location of saponin storage in pea seeds. Differential expression analysis determined that PsBAS1 was preferentially expressed in embryo tissue relative to seed coat and was selected for CRISPR/Cas9 genome editing. The efficiency of CRISPR/Cas9 genome editing of PsBAS1 was systematically optimized in pea hairy roots. From these optimization procedures, the AtU6‐26 promoter was found to be superior to the CaMV35S promoter for gRNA expression, and the use of 37°C was determined to increase the efficiency of CRISPR/Cas9 genome editing. These promoter and culture conditions were then applied to stable transformations. As a result, a bi‐allelic mutation (deletion and inversion mutations) was generated in the PsBAS1 coding sequence in a T1 plant, and the segregated psbas1 plants from the T2 population showed a 99.8% reduction of saponins in their seeds. Interestingly, a small but statistically significant increase (~12%) in protein content with a slight decrease (~5%) in starch content was observed in the psbas1 mutants under phytotron growth conditions. This work demonstrated that flavor‐improved traits can be readily introduced in any pea cultivar of interest using CRISPR/Cas9. Further field trials and sensory tests for improved flavor are necessary to assess the practical implications of the saponin‐free pea seeds in food applications.
摘要 干豌豆(Pisum sativum)种子是植物蛋白、膳食纤维和淀粉的重要来源,但由于含有多种异味化合物,其在食品中的应用受到一定限制。皂素是糖基化的三萜类化合物,是豌豆产品中苦味、涩味和金属异味的主要来源。β-amyrin合成酶(BAS)是豌豆中皂素生物合成的入口酶,因此是利用CRISPR/Cas9基因组编辑技术敲除以培育皂素缺乏豌豆品种的理想目标。在本文中,通过对黄豌豆精英栽培品种(CDC Inca)进行 LC/MS 分析,确定胚组织(而非种皮)是豌豆种子中储存皂素的主要部位。差异表达分析确定,相对于种皮,PsBAS1 在胚组织中优先表达,并被选中进行 CRISPR/Cas9 基因组编辑。在豌豆毛根中对 PsBAS1 的 CRISPR/Cas9 基因组编辑效率进行了系统优化。通过这些优化程序,发现AtU6-26启动子比CaMV35S启动子更适合表达gRNA,并确定使用37°C的温度可提高CRISPR/Cas9基因组编辑的效率。这些启动子和培养条件随后被应用于稳定转化。结果,在一株 T1 植物的 PsBAS1 编码序列中产生了一个双等位突变(缺失突变和反转突变),从 T2 群体中分离出的 psbas1 植物种子中的皂苷含量减少了 99.8%。有趣的是,在植物生长条件下,psbas1 突变体的蛋白质含量略有增加(约 12%),而淀粉含量则略有减少(约 5%),这在统计学上具有显著意义。这项研究表明,利用 CRISPR/Cas9 技术可以很容易地在任何感兴趣的豌豆栽培品种中引入改善风味的性状。要评估无皂苷豌豆种子在食品应用中的实际意义,还需要进一步的田间试验和风味改良感官测试。
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引用次数: 0
Characteristics of turion development in two aquatic carnivorous plants: Hormonal profiles, gas exchange and mineral nutrient content 两种水生食肉植物的龟甲发育特征:激素谱、气体交换和矿物质营养含量
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-01 DOI: 10.1002/pld3.558
L. Adamec, L. Plačková, Karel Doležal
Abstract Turions are vegetative, dormant, and storage overwintering organs formed in perennial aquatic plants in response to unfavorable ecological conditions and originate by extreme condensation of apical shoot segments. The contents of cytokinins, auxins, and abscisic acid were estimated in shoot apices of summer growing, rootless aquatic carnivorous plants, Aldrovanda vesiculosa and Utricularia australis, and in developing turions at three stages and full maturity to reveal hormonal patterns responsible for turion development. The hormones were analyzed in miniature turion samples using ultraperformance liquid chromatography coupled with triple quadrupole mass spectrometry. Photosynthetic measurements in young leaves also confirmed relatively high photosynthetic rates at later turion stages. The content of active cytokinin forms was almost stable in A. vesiculosa during turion development but markedly decreased in U. australis . In both species, auxin content culminated in the middle of turion development and then decreased again. The content of abscisic acid as the main inhibitory hormone was very low in growing plants in both species but rose greatly at first developmental stages and stayed very high in mature turions. The hormonal data indicate a great strength of developing turions within sink–source relationships and confirm the central role of abscisic acid in regulating the turion development.
摘要 转芽是多年生水生植物为应对不利生态条件而形成的无性、休眠和贮藏越冬器官,由顶端嫩枝极度缩合而成。研究人员估算了夏季生长的无根水生食肉植物 Aldrovanda vesiculosa 和 Utricularia australis 的嫩枝顶端以及发育中的转塔三个阶段和完全成熟阶段的细胞分裂素、辅酶和脱落酸含量,以揭示转塔发育的激素模式。利用超高效液相色谱法和三重四极杆质谱法分析了微型炮叶样本中的激素。嫩叶的光合作用测量结果也证实,在炮叶后期,光合作用速率相对较高。在 A. vesiculosa 的叶鞘发育过程中,活性细胞分裂素的含量几乎保持稳定,但在 U. australis 的叶鞘发育过程中,活性细胞分裂素的含量明显下降。这两个物种的叶绿素含量在叶鞘发育中期达到顶峰,然后再次下降。赤霉酸作为主要的抑制激素,在这两个物种的生长植株中含量都很低,但在最初的发育阶段却大幅上升,并在成熟的叶鞘中保持很高的含量。荷尔蒙数据表明,在汇-源关系中,发育中的龟甲具有很强的强度,并证实了赤霉酸在调节龟甲发育中的核心作用。
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引用次数: 0
Cadmium accumulation dynamics in the rice endosperm during grain filling revealed by autoradiography 自显影技术揭示谷粒灌浆过程中水稻胚乳中镉积累的动态变化
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-01-01 DOI: 10.1002/pld3.562
A. Hirose, K. Tanoi, T. Nakanishi, N. Kobayashi
Abstract Cadmium (Cd) is one of the environmental pollutants contaminated in our food. Several previous reports showed that rice polishing cannot be efficient to reduce Cd content in white rice, implying the characteristic Cd distribution in rice grain. However, Cd distribution has not been fully elucidated so far. Herein, 109Cd radiotracer experiment was performed using the rice seedlings at various time points after flowering to obtain autoradiographs of the brown rice to visually understand the Cd transport and distribution during the grain‐filling process. It was shown that 109Cd accumulated in the outermost area of the brown rice, and also in the middle part of the starchy endosperm, resulting in the appearance of the double circle distribution pattern, which was not observed in the autoradiographs of 65Zn. The inner circle of 109Cd located around the center of the endosperm was developed particularly at around 8 and 10 days after flowering. After this period, 109Cd started to deposit at the outer part of the endosperm, which was also found in the autoradiograph of 14C‐sucrose. Considering the physiology of grain development, the contribution of water transport and protein synthesis in the endosperm on the characteristic Cd distribution pattern was hypothesized.
摘要 镉(Cd)是食品中污染环境的污染物之一。之前的一些报告显示,碾米不能有效降低白米中的镉含量,这意味着镉在米粒中的分布具有特征性。然而,镉的分布至今尚未完全阐明。在此,利用水稻秧苗在开花后不同时间点进行了 109Cd 放射性示踪剂实验,获得了糙米的自动放射图,以直观地了解镉在谷粒填充过程中的迁移和分布。结果表明,109Cd 在糙米的最外层以及淀粉质胚乳的中间部分积累,形成双圈分布模式,而在 65Zn 的自显影中没有观察到这一现象。位于胚乳中心周围的 109Cd 内圈尤其在开花后 8 天和 10 天左右形成。此后,109Cd 开始沉积在胚乳的外部,这在 14C 蔗糖的自显影中也有发现。考虑到谷物发育的生理学原理,我们推测胚乳中的水分运输和蛋白质合成对镉的特征性分布模式有影响。
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引用次数: 0
STOP1-regulated SMALL AUXIN UP RNA55 (SAUR55) is involved in proton/malate co-secretion for Al tolerance in Arabidopsis STOP1 调控的小辅酶 RNA55(SAUR55)参与质子/苹果酸共同分泌,促进拟南芥对铝的耐受性
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-29 DOI: 10.1002/pld3.557
Raj Kishan Agrahari, Yuriko Kobayashi, Takuo Enomoto, Tasuku Miyachi, Marie Sakuma, Miki Fujita, Takuya Ogata, Yasunari Fujita, Satoshi Iuchi, Masatomo Kobayashi, Yoshiharu Y. Yamamoto, Hiroyuki Koyama
Proton (H+) release is linked to aluminum (Al)-enhanced organic acids (OAs) excretion from the roots under Al rhizotoxicity in plants. It is well-reported that the Al-enhanced organic acid excretion mechanism is regulated by SENSITIVE TO PROTON RHIZOTOXICITY1 (STOP1), a zinc-finger TF that regulates major Al tolerance genes. However, the mechanism of H+ release linked to OAs excretion under Al stress has not been fully elucidated. Recent physiological and molecular-genetic studies have implicated the involvement of SMALL AUXIN UP RNAs (SAURs) in the activation of plasma membrane H+-ATPases for stress responses in plants. We hypothesized that STOP1 is involved in the regulation of Al-responsive SAURs, which may contribute to the co-secretion of protons and malate under Al stress conditions. In our transcriptome analysis of the roots of the stop1 (sensitive to proton rhizotoxicity1) mutant, we found that STOP1 regulates the transcription of one of the SAURs, namely SAUR55. Furthermore, we observed that the expression of SAUR55 was induced by Al and repressed in the STOP1 T-DNA insertion knockout (KO) mutant (STOP1-KO). Through in silico analysis, we identified a functional STOP1-binding site in the promoter of SAUR55. Subsequent in vitro and in vivo studies confirmed that STOP1 directly binds to the promoter of SAUR55. This suggests that STOP1 directly regulates the expression of SAUR55 under Al stress. We next examined proton release in the rhizosphere and malate excretion in the T-DNA insertion KO mutant of SAUR55 (saur55), in conjunction with STOP1-KO. Both saur55 and STOP1-KO suppressed rhizosphere acidification and malate release under Al stress. Additionally, the root growth of saur55 was sensitive to Al-containing media. In contrast, the overexpressed line of SAUR55 enhanced rhizosphere acidification and malate release, leading to increased Al tolerance. These associations with Al tolerance were also observed in natural variations of Arabidopsis. These findings demonstrate that transcriptional regulation of SAUR55 by STOP1 positively regulates H+ excretion via PM H+-ATPase 2 which enhances Al tolerance by malate secretion from the roots of Arabidopsis. The activation of PM H+-ATPase 2 by SAUR55 was suggested to be due to PP2C.D2/D5 inhibition by interaction on the plasma membrane with its phosphatase. Furthermore, RNAi-suppression of NtSTOP1 in tobacco shows suppression of rhizosphere acidification under Al stress, which was associated with the suppression of SAUR55 orthologs, which are inducible by Al in tobacco. It suggests that transcriptional regulation of Al-inducible SAURs by STOP1 plays a critical role in OAs excretion in several plant species as an Al tolerance mechanism.
质子(H+)释放与植物在铝根毒作用下从根部排出铝增强型有机酸(OAs)有关。据报道,铝增强的有机酸排泄机制受对丙酮根瘤毒性敏感的锌指 TF1(STOP1)调控,STOP1 调控主要的铝耐受基因。然而,铝胁迫下与 OAs 排泄有关的 H+ 释放机制尚未完全阐明。最近的生理学和分子遗传学研究表明,小辅酶 RNAs(SAURs)参与了植物质膜 H+-ATP 酶对胁迫响应的激活。我们假设 STOP1 参与了 Al 响应 SAURs 的调控,这可能有助于 Al 胁迫条件下质子和苹果酸盐的共同分泌。在对stop1(对质子根毒敏感1)突变体根的转录组分析中,我们发现STOP1调控了其中一个SAURs(即SAUR55)的转录。此外,我们还观察到 SAUR55 的表达受 Al 诱导,而在 STOP1 T-DNA 插入敲除(KO)突变体(STOP1-KO)中则受到抑制。通过硅分析,我们在 SAUR55 的启动子中发现了一个 STOP1 结合的功能位点。随后的体外和体内研究证实,STOP1 直接与 SAUR55 启动子结合。这表明在铝胁迫下,STOP1 直接调控 SAUR55 的表达。接下来,我们结合 STOP1-KO 研究了 SAUR55 的 T-DNA 插入 KO 突变体(saur55)在根瘤中的质子释放和苹果酸排泄情况。在铝胁迫下,saur55 和 STOP1-KO 都抑制了根瘤的酸化和苹果酸的释放。此外,saur55 的根系生长对含铝培养基很敏感。相反,过表达 SAUR55 的品系增强了根瘤酸化和苹果酸释放,从而提高了对铝的耐受性。在拟南芥的自然变异中也观察到了这些与耐碱性的关联。这些研究结果表明,STOP1 对 SAUR55 的转录调控通过 PM H+-ATPase 2 积极调节 H+ 的排泄,而 PM H+-ATPase 2 通过拟南芥根部苹果酸盐的分泌增强了对铝的耐受性。SAUR55 对 PM H+-ATPase 2 的激活可能是由于 PP2C.D2/D5 与质膜上的磷酸酶相互作用而受到抑制。此外,烟草中 NtSTOP1 的 RNAi- 抑制表明,在 Al 胁迫下根瘤酸化受到抑制,这与 SAUR55 同源物受到抑制有关,而 SAUR55 同源物在烟草中可被 Al 诱导。这表明,STOP1 对 Al 诱导的 SAURs 的转录调控在多种植物的 OAs 排泄中发挥了关键作用,是一种 Al 耐受机制。
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引用次数: 0
PELOTA and HBS1 suppress co-translational messenger RNA decay in Arabidopsis. PELOTA 和 HBS1 可抑制拟南芥中信使 RNA 的共翻译衰变。
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-26 eCollection Date: 2023-12-01 DOI: 10.1002/pld3.553
Rong Guo, Brian D Gregory

Various messenger RNA (mRNA) decay mechanisms play major roles in controlling mRNA quality and quantity in eukaryotic organisms under different conditions. While it is known that the recently discovered co-translational mRNA decay (CTRD), the mechanism that allows mRNAs to be degraded while still being actively translated, is prevalent in yeast, humans, and various angiosperms, the regulation of this decay mechanism is less well studied. Moreover, it is still unclear whether this decay mechanism plays any role in the regulation of specific physiological processes in eukaryotes. Here, by re-analyzing the publicly available polysome profiling or ribosome footprinting and degradome sequencing datasets, we discovered that highly translated mRNAs tend to have lower co-translational decay levels. Based on this finding, we then identified Pelota and Hbs1, the translation-related ribosome rescue factors, as suppressors of co-translational mRNA decay in Arabidopsis. Furthermore, we found that Pelota and Hbs1 null mutants have lower germination rates compared to the wild-type plants, implying that proper regulation of co-translational mRNA decay is essential for normal developmental processes. In total, our study provides further insights into the regulation of CTRD in Arabidopsis and demonstrates that this decay mechanism does play important roles in Arabidopsis physiological processes.

真核生物在不同条件下,各种信使 RNA(mRNA)衰变机制在控制 mRNA 质量和数量方面发挥着重要作用。众所周知,最近发现的共翻译 mRNA 降解(CTRD)机制可使 mRNA 在积极翻译的同时被降解,这种机制在酵母、人类和各种被子植物中普遍存在,但对这种衰变机制的调控研究却不多。此外,这种衰变机制是否在真核生物特定生理过程的调控中发挥作用,目前还不清楚。在这里,我们通过重新分析公开的多聚体图谱或核糖体足迹和降解组测序数据集,发现高翻译的 mRNA 往往具有较低的共翻译衰变水平。基于这一发现,我们确定了拟南芥中与翻译相关的核糖体拯救因子 Pelota 和 Hbs1,它们是共翻译 mRNA 衰减的抑制因子。此外,我们还发现,与野生型植物相比,Pelota 和 Hbs1 空缺突变体的发芽率较低,这意味着对共翻译 mRNA 衰减的适当调控对正常发育过程至关重要。总之,我们的研究进一步揭示了拟南芥中 CTRD 的调控机制,并证明这种衰变机制在拟南芥的生理过程中确实发挥着重要作用。
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引用次数: 0
Differential expansion and retention patterns of LRR-RLK genes across plant evolution. LRR-RLK 基因在植物进化过程中的扩展和保留模式差异。
IF 2.3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-21 eCollection Date: 2023-12-01 DOI: 10.1002/pld3.556
Zachary Kileeg, Aparna Haldar, Hasna Khan, Arooj Qamar, G Adam Mott

To maximize overall fitness, plants must accurately respond to a host of growth, developmental, and environmental signals throughout their life. Many of these internal and external signals are perceived by the leucine-rich repeat receptor-like kinases, which play roles in regulating growth, development, and immunity. This largest family of receptor kinases in plants can be divided into subfamilies based on the conservation of the kinase domain, which demonstrates that shared evolutionary history often indicates shared molecular function. Here we investigate the evolutionary history of this family across the evolution of 112 plant species. We identify lineage-specific expansions of the malectin-domain containing subfamily LRR subfamily I primarily in the Brassicales and bryophytes. Most other plant lineages instead show a large expansion in LRR subfamily XII, which in Arabidopsis is known to contain key receptors in pathogen perception. This striking asymmetric expansion may reveal a dichotomy in the evolutionary history and adaptation strategies employed by plants. A greater understanding of the evolutionary pressures and adaptation strategies acting on members of this receptor family offers a way to improve functional predictions for orphan receptors and simplify the identification of novel stress-related receptors.

为了最大限度地提高整体健康水平,植物必须在整个生命过程中对一系列生长、发育和环境信号做出准确的反应。富亮氨酸重复受体样激酶能感知许多这些内部和外部信号,在调节生长、发育和免疫方面发挥作用。这个植物中最大的受体激酶家族可根据激酶结构域的保守性分为多个亚家族,这表明共同的进化历史往往预示着共同的分子功能。在这里,我们研究了该家族在 112 个植物物种进化过程中的进化历史。我们发现含麦拉宁结构域的亚家族 LRR 亚家族 I 主要在芸苔目和裸子植物中出现了特定世系的扩展。而大多数其他植物品系中的 LRR 亚家族 XII 则出现了大幅扩展,拟南芥中的 LRR 亚家族 XII 包含病原体感知中的关键受体。这种惊人的非对称扩展可能揭示了植物进化史和适应策略的两极分化。更深入地了解作用于该受体家族成员的进化压力和适应策略,将有助于改进孤儿受体的功能预测,并简化新型胁迫相关受体的鉴定工作。
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引用次数: 0
PhosBoost: Improved phosphorylation prediction recall using gradient boosting and protein language models. PhosBoost:利用梯度提升和蛋白质语言模型提高磷酸化预测召回率。
IF 3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-20 eCollection Date: 2023-12-01 DOI: 10.1002/pld3.554
Elly Poretsky, Carson M Andorf, Taner Z Sen

Protein phosphorylation is a dynamic and reversible post-translational modification that regulates a variety of essential biological processes. The regulatory role of phosphorylation in cellular signaling pathways, protein-protein interactions, and enzymatic activities has motivated extensive research efforts to understand its functional implications. Experimental protein phosphorylation data in plants remains limited to a few species, necessitating a scalable and accurate prediction method. Here, we present PhosBoost, a machine-learning approach that leverages protein language models and gradient-boosting trees to predict protein phosphorylation from experimentally derived data. Trained on data obtained from a comprehensive plant phosphorylation database, qPTMplants, we compared the performance of PhosBoost to existing protein phosphorylation prediction methods, PhosphoLingo and DeepPhos. For serine and threonine prediction, PhosBoost achieved higher recall than PhosphoLingo and DeepPhos (.78, .56, and .14, respectively) while maintaining a competitive area under the precision-recall curve (.54, .56, and .42, respectively). PhosphoLingo and DeepPhos failed to predict any tyrosine phosphorylation sites, while PhosBoost achieved a recall score of .6. Despite the precision-recall tradeoff, PhosBoost offers improved performance when recall is prioritized while consistently providing more confident probability scores. A sequence-based pairwise alignment step improved prediction results for all classifiers by effectively increasing the number of inferred positive phosphosites. We provide evidence to show that PhosBoost models are transferable across species and scalable for genome-wide protein phosphorylation predictions. PhosBoost is freely and publicly available on GitHub.

蛋白质磷酸化是一种动态、可逆的翻译后修饰,可调控多种重要的生物过程。磷酸化在细胞信号通路、蛋白质-蛋白质相互作用和酶活性中的调控作用促使人们进行广泛的研究,以了解其功能意义。植物中的蛋白质磷酸化实验数据仍局限于少数物种,因此需要一种可扩展的精确预测方法。在这里,我们介绍一种机器学习方法 PhosBoost,它利用蛋白质语言模型和梯度提升树来预测实验数据中的蛋白质磷酸化。通过对从综合性植物磷酸化数据库 qPTMplants 中获得的数据进行训练,我们将 PhosBoost 的性能与现有的蛋白质磷酸化预测方法 PhosphoLingo 和 DeepPhos 进行了比较。在丝氨酸和苏氨酸预测方面,PhosBoost 的召回率高于 PhosphoLingo 和 DeepPhos(分别为 0.78、0.56 和 0.14),同时在精确度-召回率曲线下的面积(分别为 0.54、0.56 和 0.42)保持了竞争力。PhosphoLingo 和 DeepPhos 未能预测任何酪氨酸磷酸化位点,而 PhosBoost 的召回分数为 0.6。尽管精确度与召回率之间存在权衡,但当召回率被优先考虑时,PhosBoost 的性能有所提高,同时还能持续提供更有把握的概率分数。基于序列的配对步骤有效地增加了推断出的阳性磷酸位点的数量,从而改善了所有分类器的预测结果。我们提供的证据表明,PhosBoost 模型可跨物种移植,并可扩展到全基因组蛋白质磷酸化预测。PhosBoost 可在 GitHub 上免费公开获取。
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引用次数: 0
Analysis of temperature effects on the protein accumulation of the FT-FD module using newly generated Arabidopsis transgenic plants. 利用新生成的拟南芥转基因植物分析温度对 FT-FD 模块蛋白质积累的影响。
IF 2.3 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2023-12-18 eCollection Date: 2023-12-01 DOI: 10.1002/pld3.552
Kyung-Ho Park, Sol-Bi Kim, Jae-Hoon Jung

Arabidopsis flowering is dependent on interactions between a component of the florigens FLOWERING LOCUS T (FT) and the basic leucine zipper (bZIP) transcription factor FD. These proteins form a complex that activates the genes required for flowering competence and integrates environmental cues, such as photoperiod and temperature. However, it remains largely unknown how FT and FD are regulated at the protein level. To address this, we created FT transgenic plants that express the N-terminal FLAG-tagged FT fusion protein under the control of its own promoter in ft mutant backgrounds. FT transgenic plants complemented the delayed flowering of the ft mutant and exhibited similar FT expression patterns to wild-type Col-0 plants in response to changes in photoperiod and temperature. Similarly, we generated FD transgenic plants in fd mutant backgrounds that express the N-terminal MYC-tagged FD fusion protein under the FD promoter, rescuing the late flowering phenotypes in the fd mutant. Using these transgenic plants, we investigated how temperature regulates the expression of FT and FD proteins. Temperature-dependent changes in FT and FD protein levels are primarily regulated at the transcript level, but protein-level temperature effects have also been observed to some extent. In addition, our examination of the expression patterns of FT and FD in different tissues revealed that similar to the spatial expression pattern of FT, FD mRNA was expressed in both the leaf and shoot apex, but FD protein was only detected in the apex, suggesting a regulatory mechanism that restricts FD protein expression in the leaf during the vegetative growth phase. These transgenic plants provided a valuable platform for investigating the role of the FT-FD module in flowering time regulation.

拟南芥开花依赖于花原基花序定位点 T(FT)的一个组成部分与碱性亮氨酸拉链(bZIP)转录因子 FD 之间的相互作用。这些蛋白质形成一个复合体,激活开花能力所需的基因,并整合光周期和温度等环境线索。然而,人们对 FT 和 FD 如何在蛋白质水平上进行调控仍然知之甚少。为了解决这个问题,我们创建了FT转基因植株,在ft突变体背景下,在其自身启动子的控制下表达N-末端FLAG标记的FT融合蛋白。FT 转基因植株补充了ft突变体延迟开花的缺陷,并在光周期和温度变化时表现出与野生型 Col-0 植株相似的 FT 表达模式。同样,我们在 fd 突变体背景中产生了 FD 转基因植株,它们在 FD 启动子下表达 N 端 MYC 标记的 FD 融合蛋白,从而挽救了 fd 突变体的延迟开花表型。利用这些转基因植物,我们研究了温度如何调控 FT 和 FD 蛋白的表达。随温度变化的 FT 和 FD 蛋白水平主要受转录本水平的调控,但也在一定程度上观察到了蛋白质水平的温度效应。此外,我们对 FT 和 FD 在不同组织中的表达模式进行的研究发现,与 FT 的空间表达模式类似,FD mRNA 在叶片和嫩枝先端均有表达,但 FD 蛋白仅在先端被检测到,这表明存在一种调控机制,即在无性生长阶段限制 FD 蛋白在叶片中的表达。这些转基因植物为研究 FT-FD 模块在花期调控中的作用提供了一个宝贵的平台。
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引用次数: 0
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Plant Direct
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