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Cigarette smoke-mediated YTHDC2 suppression drives macrophage senescence and a tumor-promoting microenvironment in lung cancer. 香烟烟雾介导的YTHDC2抑制驱动肺癌巨噬细胞衰老和促肿瘤微环境。
IF 3 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-11-25 DOI: 10.1111/imcb.70068
Congrui Feng, Yuanling Liu, Sizhi Wu, Gang Xu, Yanjun Zeng

Cigarette smoke is a leading cause of lung cancer, promoting disease progression through remodeling of the immune microenvironment. This study explores the impact of cigarette smoke exposure on the m6A reader YTHDC2, its role in inducing macrophage senescence, and the consequent formation of a tumor-supportive inflammatory niche in lung cancer. Single-cell RNA sequencing of lung cancer tissues revealed an enrichment of senescent macrophages with decreased YTHDC2 expression in smokers compared to non-smokers. In vitro experiments showed that cigarette smoke extract (CSE) suppressed YTHDC2 expression in macrophages, resulting in enhanced cellular senescence, increased secretion of pro-inflammatory cytokines and M2-like polarization. Overexpression of YTHDC2 attenuated macrophage senescence by regulating RPS8, thereby limiting the formation of a tumor-promoting microenvironment. In vivo studies using a cigarette smoke-exposed lung cancer model confirmed the role of YTHDC2 in smoke-induced immune microenvironment modulation and tumor progression. These findings identify YTHDC2 as a critical regulator of smoke-induced macrophage senescence and the tumor-promoting microenvironment, providing a potential therapeutic target for lung cancer in smokers.

吸烟是肺癌的主要原因,通过重塑免疫微环境促进疾病进展。本研究探讨香烟烟雾暴露对m6A读取器YTHDC2的影响,其在诱导巨噬细胞衰老中的作用,以及肺癌中肿瘤支持炎症生态位的形成。肺癌组织单细胞RNA测序显示,与不吸烟者相比,吸烟者中衰老巨噬细胞丰富,YTHDC2表达降低。体外实验表明,香烟烟雾提取物(CSE)抑制巨噬细胞中YTHDC2的表达,导致细胞衰老加剧,促炎细胞因子分泌增加,m2样极化增加。YTHDC2过表达通过调节RPS8来减轻巨噬细胞衰老,从而限制肿瘤促进微环境的形成。使用香烟烟雾暴露肺癌模型的体内研究证实了YTHDC2在烟雾诱导的免疫微环境调节和肿瘤进展中的作用。这些发现确定YTHDC2是烟雾诱导的巨噬细胞衰老和肿瘤促进微环境的关键调节因子,为吸烟者肺癌提供了潜在的治疗靶点。
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引用次数: 0
A retrotransposon insertion upstream of Arabidopsis thaliana CRK8 receptor-like kinase modulates a trade-off between pathogen defense and salt tolerance 拟南芥CRK8受体样激酶上游的反转录转座子插入调节病原体防御和耐盐性之间的权衡。
IF 5.7 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/tpj.70590
Joris Macquet, Thomas Badet, Pedro Carvalho-Silva, Matilda Zaffuto, Sylvain Raffaele

In response to necrotrophic fungal pathogens, plants often display quantitative disease resistance (QDR), an immune response with complex genetic determinants. Due to their diversity and small phenotypic effect, the genetic bases of QDR are challenging to characterize. Here, we used genome-wide association mapping in Arabidopsis thaliana natural populations to identify novel determinants of QDR against the fungal pathogen Sclerotinia sclerotiorum. We found that presence–absence polymorphism of the AT4TE56270 Copia transposable element (TE) upstream of the cysteine-rich receptor-like kinase 8 (CRK8) gene is associated with QDR. The presence of the TE associates with higher CRK8 expression in healthy and inoculated plants and increased QDR. The constitutive knockdown of CRK8 reduced QDR, hydrogen peroxide production, and the expression of defense genes upon inoculation. Transcriptome analysis revealed altered defense pathways and salt responses in CRK8 mutants, including impaired glutathione and camalexin biosynthesis, likely contributing to disease susceptibility. Mutants in CRK8 showed altered seed germination on salt, and the absence of AT4TE56270 is associated with enhanced seed germination under salt stress in A. thaliana natural populations. These results reveal a trade-off between salt tolerance and defense against S. sclerotiorum associated with presence–absence polymorphism of a TE.

在对坏死性真菌病原体的反应中,植物通常表现出定量抗病(QDR),这是一种具有复杂遗传决定因素的免疫反应。由于其多样性和较小的表型效应,QDR的遗传基础具有挑战性。在这里,我们利用拟南芥自然群体的全基因组关联图谱来鉴定抗菌核菌菌核病QDR的新决定因素。我们发现富半胱氨酸受体样激酶8 (CRK8)上游AT4TE56270 Copia转座元件(TE)的存在-缺失多态性与QDR相关。TE的存在与健康植株和接种植株中较高的CRK8表达和增加的QDR有关。CRK8的组成性敲低减少了接种时QDR、过氧化氢的产生和防御基因的表达。转录组分析显示,CRK8突变体的防御途径和盐反应发生改变,包括谷胱甘肽和camalexin生物合成受损,可能导致疾病易感性。CRK8突变体显示盐胁迫下种子萌发发生改变,AT4TE56270缺失与盐胁迫下拟南芥自然群体种子萌发增强有关。这些结果揭示了TE的存在-缺失多态性与耐盐性和防御硬化病菌之间的权衡关系。
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引用次数: 0
The RING-finger E3 ubiquitin ligase SlMIEL1 interacts with SlNAC35 to regulate JA biosynthesis and mediate saline-alkali stress responses in tomato 环指E3泛素连接酶SlMIEL1与SlNAC35相互作用,调控番茄JA生物合成并介导盐碱胁迫反应。
IF 5.7 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/tpj.70598
Xiangguang Meng, Zhen Kang, Yong Zhang, Qingpeng Li, Songshen Hu, Changan Zhu, Tianlai Li, Guobin Li, Xiaohui Hu

Saline-alkali stress, as a widely existing abiotic stress, severely restricts plant growth and development. NAC transcription factors play a key role in plants' adaptation to abiotic stresses such as low temperature, drought, and salt damage. This study found that SlNAC35, a member of the NAC transcription factor family, negatively affects saline-alkali tolerance in tomato (Solanum lycopersicum L.) by directly targeting and regulating the allene oxide cyclase (AOC) SlAOC, thereby inhibiting jasmonic acid (JA) biosynthesis. Overexpression of SlAOC significantly increased JA accumulation and reduced the excessive accumulation of reactive oxygen species under saline-alkali stress, indicating that SlAOC plays a positive role in JA synthesis and saline-alkali tolerance in tomato. Further studies confirmed that SlNAC35 interacts with the E3 ubiquitin ligase SlMIEL1, which mediates the ubiquitin-dependent degradation of SlNAC35. This reduces its inhibitory effect on SlAOC, promoting JA accumulation and enhancing the saline-alkali tolerance of tomato. This study reveals that the SlNAC35-SlMIEL1 module enhances tomato tolerance to saline-alkali stress by regulating JA synthesis and accumulation. The findings link E3 ubiquitin ligase-mediated post-translational modifications to JA biosynthesis in the tomato's response to saline-alkali stress, filling a gap in the research field of ubiquitination-regulated JA synthesis to combat saline-alkali stress.

盐碱胁迫作为一种广泛存在的非生物胁迫,严重制约了植物的生长发育。NAC转录因子在植物适应低温、干旱、盐害等非生物胁迫中起着关键作用。本研究发现,作为NAC转录因子家族成员的SlNAC35通过直接靶向和调控allene oxide cyclase (AOC) SlAOC,从而抑制茉莉酸(jasmonic acid, JA)的生物合成,从而对番茄(Solanum lycopersicum L.)的耐盐碱性产生负面影响。盐碱胁迫下SlAOC的过表达显著增加了JA的积累,减少了活性氧的过度积累,表明SlAOC在番茄JA合成和耐盐碱方面发挥了积极作用。进一步的研究证实,SlNAC35与E3泛素连接酶SlMIEL1相互作用,介导SlNAC35的泛素依赖性降解。这降低了其对SlAOC的抑制作用,促进了JA的积累,提高了番茄的耐盐碱能力。本研究表明,SlNAC35-SlMIEL1模块通过调控JA合成和积累增强番茄对盐碱胁迫的耐性。这一发现将E3泛素连接酶介导的翻译后修饰与番茄对盐碱胁迫的JA生物合成联系起来,填补了泛素化调节JA合成对抗盐碱胁迫的研究领域的空白。
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引用次数: 0
CsZAT10-Mediated Nitric Oxide Signalling Pathway Is Involved in Melatonin-Induced Chilling Tolerance in Cucumber. cszat10介导的一氧化氮信号通路参与褪黑激素诱导的黄瓜抗寒性
IF 6.3 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/pce.70305
Yiqing Feng, Linghao Meng, Xin Fu, Xiaowei Zhang, Huangai Bi, Xizhen Ai

Chilling is an important abiotic stressor that significantly affects cucumber production. Melatonin (MT) modulates chilling responses by interacting with multiple signalling molecules; however, the molecular link between MT and nitric oxide (NO) in cucumbers under chilling stress remains elusive. Herein, we found prolonged chilling stress induced the accumulation of endogenous NO, whereas overexpression of MT biosynthesis gene N-acetylserotonin methyltransferase (CsASMT), with higher endogenous MT content, significantly increased chilling tolerance of cucumbers with decreased accumulation of NO via upregulation of the relative expression of S-nitrosoglutathione reductase gene (CsGSNOR), accompanied by decreased membrane lipid peroxidation and reactive oxygen species (ROS) accumulation. Moreover, we identified a transcription factor zinc finger of Cucumis sativus 10 (CsZAT10), and found CsZAT10 could directly bind to the promoter of CsGSNOR. Furthermore, we found CsZAT10 overexpression enhanced cucumber chilling resistance by directly activating CsGSNOR expression to mediate NO homoeostasis, whereas the suppression of CsZAT10 obviously decreased the chilling tolerance and CsGSNOR expression in cucumber induced by MT. Overall, our results demonstrate that MT enhances chilling tolerance in cucumber by regulating the CsZAT10-CsGSNOR-NO module.

低温胁迫是影响黄瓜产量的重要非生物胁迫。褪黑素(MT)通过与多种信号分子相互作用调节寒战反应;然而,低温胁迫下黄瓜MT与一氧化氮(NO)之间的分子联系尚不清楚。本研究发现,长时间的低温胁迫诱导了内源NO的积累,而MT生物合成基因n -乙酰5 -羟色胺甲基转移酶(CsASMT)的过表达,在内源MT含量较高的情况下,通过上调s -亚硝基谷胱甘肽还原酶基因(CsGSNOR)的相对表达,显著提高了NO积累减少的黄瓜的抗寒性,同时减少了膜脂过氧化和活性氧(ROS)的积累。此外,我们还鉴定了黄瓜10的一个转录因子锌指(CsZAT10),发现CsZAT10可以直接结合到CsGSNOR的启动子上。此外,我们发现CsZAT10过表达通过直接激活CsGSNOR表达介导NO的稳态来增强黄瓜的抗寒性,而对CsZAT10的抑制则明显降低了MT诱导的黄瓜的抗寒性和CsGSNOR的表达。综上所述,我们的研究结果表明,MT通过调节CsZAT10- csgsnoro -NO模块来增强黄瓜的抗寒性。
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引用次数: 0
Regulation of Cadmium Accumulation and Tolerance by Receptor-Like Kinase OsSRK and Putative Ligand OsTDL1B in Rice. 受体样激酶OsSRK和推定配体OsTDL1B对水稻镉积累和耐受性的调控
IF 6.3 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/pce.70291
Xinyu Zheng, Yakun Li, Lihong Ding, Yaoyao Ye, Fan Tang, Feijuan Wang, Hexigeduleng Bao, Qiong Jiang, Weihua Peng, Leilei Zhang, Chong Cai, Kaixing Lu, Aili Qu, Zhixiang Chen, Cheng Zhu, Yanfei Ding

Cadmium (Cd) is a toxic metal that accumulates in plants to inhibit growth and enters the food chain to harm human health. Although Cd accumulation and tolerance in plants have been extensively analysed, their regulation is less understood. Here, we identify a stress-responsive receptor-like kinase (OsSRK) involved in rice Cd accumulation and tolerance. Our results show that OsSRK expression was strongly induced by Cd treatment. OsSRK overexpression decreased while its silencing or mutations increased both Cd accumulation and Cd-induced leaf chlorosis in rice. OsSRK is a close homologue of MULTIPLE SPOROCYTE 1 (MSP1), which controls sporogenic development with its TAPETUM DETERMINANT1 (TPD1)-LIKE 1 A (OsTDL1A) ligand. OsSRK interacts with OsTDL1B, an OsTDL1A homologue, in both yeast and plant cells. Like OsSRK, expression of OsTDL1B was induced by Cd treatment, and mutations of OsTDL1B enhanced both Cd accumulation and Cd-induced symptoms in rice. These results strongly support that OsTDL1B acts as a ligand for the OsSRK receptor kinase in Cd stress signalling. Comparative transcriptome and proteome profiling support that OsSRK plays a critical role in rice Cd accumulation and tolerance through the regulation of genes in Cd accumulation and oxidative stress responses.

镉(Cd)是一种有毒金属,在植物体内积累,抑制植物生长,并进入食物链危害人体健康。虽然对植物的Cd积累和耐性进行了广泛的分析,但对它们的调控却知之甚少。在这里,我们发现了一个参与水稻Cd积累和耐受的应激反应受体样激酶(OsSRK)。我们的研究结果表明,Cd处理强烈诱导OsSRK表达。在水稻中,OsSRK过表达降低,而其沉默或突变增加了Cd积累和Cd诱导的叶片黄化。OsSRK是多孢子细胞1 (MULTIPLE SPOROCYTE 1, MSP1)的同源基因,MSP1通过其绒毡层决定因子1 (TPD1)样1a (OsTDL1A)配体控制孢子形成的发育。OsSRK在酵母和植物细胞中与OsTDL1A同源物OsTDL1B相互作用。与OsSRK一样,OsTDL1B的表达也受到Cd处理的诱导,OsTDL1B的突变增强了水稻的Cd积累和Cd诱导症状。这些结果有力地支持了OsTDL1B作为OsSRK受体激酶的配体在Cd胁迫信号传导中的作用。比较转录组和蛋白质组分析支持OsSRK通过调控Cd积累和氧化应激反应的基因在水稻Cd积累和耐受中起关键作用。
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引用次数: 0
Leaf Length Predicts Twig Xylem Vessel Diameter Across Angiosperms. 叶片长度预测被子植物枝条木质部导管直径。
IF 6.3 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/pce.70287
Patricia Rivera, Tommaso Anfodillo, Mark E Olson

As plants grow taller, increasing conductive pathlength imposes hydraulic resistance, challenging the maintenance of water transport to leaves. While tip-to-base conduit widening along the stem helps mitigate this resistance, theoretical models and empirical data suggest that stem widening alone is insufficient to fully compensate. Here, we explore whether leaf length could contribute to maintaining hydraulic conductance by influencing vessel diameters in the stem. Across a diverse set of angiosperm species, we found that leaf length strongly predicts vessel diameter at the petiole base, and that petiole vessel diameter, in turn, scales positively with vessel diameter at the twig tip. These relationships imply that longer leaves are associated with wider conduits in the stem, potentially boosting stem-wide permeability. Simple fluid dynamic models show that the steep rate of conduit widening in angiosperm leaves plausibly buffers the resistance costs of increased leaf length. Because vessel diameter scales with the fourth power of conductance, modest increases in leaf length, and thus stem conduits, could lower the resistance not buffered by conduit widening in the stem. Leaf length during height growth may serve as a key mechanism in maintaining hydraulic supply, complementing conduit widening in the stem.

随着植物长高,增加的传导路径长度施加了水力阻力,挑战了水分输送到叶片的维护。虽然沿阀杆加宽尖端到基座的导管有助于减轻这种阻力,但理论模型和经验数据表明,仅靠阀杆加宽不足以完全补偿这种阻力。在这里,我们探讨叶片长度是否可以通过影响茎中的导管直径来维持水力导度。在不同种类的被子植物中,我们发现叶片长度强烈地预测叶柄基部的导管直径,而叶柄导管直径反过来又与小枝尖端的导管直径成正比。这些关系表明,较长的叶片与茎中较宽的导管有关,这可能会提高茎的渗透性。简单的流体动力学模型表明,被子植物叶片中导管的快速扩张似乎可以缓冲叶片长度增加所带来的阻力成本。由于导管直径随电导的四次幂而增大,叶片长度的适度增加,以及茎导管的适度增加,可以降低茎导管加宽所不能缓冲的阻力。在高度生长期间,叶片长度可能是维持水力供应的关键机制,补充了茎管的加宽。
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引用次数: 0
Rewiring of LEUNIG_HOMOLOG interaction networks marks regulatory shifts from meristem to organ growth in Arabidopsis flowers LEUNIG_HOMOLOG相互作用网络的重新布线标志着拟南芥花从分生组织到器官生长的调节转变。
IF 5.7 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/tpj.70585
Rosario Vega-León, Jose M. Muino, Tao Zhu, Joanna A. Gluza, Maurizio Pimentel, Konstantin Rehbein, Saoirse Steiner, Emilia Rezzolla, John F. Golz, Dijun Chen, Kerstin Kaufmann, Cezary Smaczniak

LEUNIG (LUG) and LEUNIG_HOMOLOG (LUH) are Groucho/Tup1-type transcriptional co-regulators in Arabidopsis thaliana that act redundantly across multiple developmental and environmental response pathways. Their specific contributions to flower development, however, have remained unclear due to embryonic lethality of double mutants. Here, we show that LUH associates with distinct sets of transcription factors and chromatin-associated proteins in a developmentally dynamic manner. Chromatin occupancy and protein interactions shift from a meristem-focused network during early floral patterning to an organogenesis-oriented state as primordia initiate and expand. Reduced promoter-proximal LUH binding coincides with this proliferative phase, suggesting a transient reconfiguration of LUH activity. By later stages, LUH activity is amplified alongside organ differentiation programs. Together with LUG, LUH modulates gene expression programs that are essential for establishing floral organ patterning. These findings reveal how dynamic co-regulator assemblies contribute to the temporal coordination of growth and spatial pattern formation in Arabidopsis flowers.

LEUNIG (LUG)和LEUNIG_HOMOLOG (LUH)是拟南芥中Groucho/ tup1型转录共调控因子,在多种发育和环境响应途径中起冗余作用。然而,由于双突变体的胚胎致死性,它们对花发育的具体贡献仍不清楚。在这里,我们发现LUH以一种发育动态的方式与不同的转录因子和染色质相关蛋白相关联。随着原始基的启动和扩展,染色质占用和蛋白质相互作用从早期的分生组织网络转变为器官发生导向的状态。启动子-近端LUH结合的减少与这个增殖阶段一致,表明LUH活性的短暂重构。在后期阶段,LUH活性随着器官分化程序被放大。与LUG一起,LUH调节对建立花器官模式至关重要的基因表达程序。这些发现揭示了动态共调控子组件如何促进拟南芥花生长和空间格局形成的时间协调。
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引用次数: 0
Nutrient utilization and resorption strategies of three alpine plants along elevation gradients on Changbai Mountain, Northeast China 长白山3种高寒植物在海拔梯度上的养分利用与吸收策略
IF 2.1 3区 农林科学 Q2 FORESTRY Pub Date : 2025-11-24 DOI: 10.1007/s00468-025-02699-7
Jiaqing Liu, Xiaoyu Wang, Dapao Yu, Wangming Zhou

Key message

Nutrient utilization strategies of three alpine plants were less affected by elevation, exhibited different N or P limitation types and change with growing season stages.

Abstract

Alpine plants in high mountain regions have to cope with challenging cold climate, and potential nutrient limitations induced by low temperature. The historic large-scale volcanic eruption in 946 A.D. on Changbai Mountain, Northeast China, dramatically altered its natural soil and vegetation, making it a unique area to investigate nutrients constrains on alpine plants growth. This study examined carbon (C), nitrogen (N), phosphorus (P) and potassium (K) utilization strategies in three dominant alpine plant species (Betula ermanii, Vaccinium uliginosum and Rhododendron aureum) across five elevations and three growing season stages. The results showed that the nutrient concentrations (C, N, P and K) in leaves and shoots varied significantly with species and seasonal stages, but were less influenced by elevation. Stoichiometric ratios indicated initial N limited (N: P < 14) in all species. Subsequently, B. ermanii showed balanced N and P requirements (N: P, 14.42 to 15.98), V. uliginosum shifted to P limitation by senescence (8.81 to 19.54), while R. aureum remained N limitation (8.71 to 9.47). Deciduous species (B. ermanii and V. uliginosum) exhibited higher N and P resorption efficiencies, whereas the evergreen R. aureum experienced higher K limitation (N: K > 1, P: K > 1). With their different biogeochemical ecological niches, the findings revealed that interspecific differences and seasonal dynamics are key drivers of nutrient strategies in alpine plants. The study highlights the complexity of nutrient limitations and resorption in a warming-sensitive treeline ecotone, offering insights into alpine plant adaptation and ecosystem conservation.

3种高寒植物的养分利用策略受海拔的影响较小,表现出不同的氮磷限制类型,并随生长季节的不同而变化。摘要高山地区的高山松植物必须应对具有挑战性的寒冷气候和低温引起的潜在营养限制。公元946年,中国东北长白山发生了历史性的大规模火山喷发,极大地改变了那里的自然土壤和植被,使其成为研究高山植物生长的营养限制的独特地区。研究了3种优势高山植物(白桦、牛蒡和金色杜鹃)在5个海拔和3个生长季节对碳(C)、氮(N)、磷(P)和钾(K)的利用策略。结果表明:不同树种、不同季节,叶片和枝条中C、N、P、K等养分含量变化显著,海拔对其影响较小;化学计量比表明,所有物种的初始氮含量有限(N: P < 14)。随后,德国白僵菌表现出平衡的氮磷需求(N: P值为14.42 ~ 15.98),紫孢弧菌因衰老转变为限磷状态(N: P值为8.81 ~ 19.54),金黄色弧菌仍保持限氮状态(N: P值为8.71 ~ 9.47)。落叶树种(B. ermanii和V. uliginosum)表现出更高的氮磷吸收效率,而常绿树种金栎(R. aureum)则表现出更高的钾限制(N: K > 1, P: K > 1)。基于不同的生物地球化学生态位,研究结果表明,种间差异和季节动态是高寒植物营养策略的关键驱动因素。该研究强调了对气候变暖敏感的树线过渡带中营养限制和吸收的复杂性,为高山植物适应和生态系统保护提供了见解。
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引用次数: 0
PPEPFinder: A deep learning framework integrating sequence embeddings and structural graph representations for predicting fungal and oomycete effector proteins pepfinder:一个深度学习框架,集成序列嵌入和结构图表示,用于预测真菌和卵霉菌效应蛋白。
IF 5.7 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/tpj.70593
Mengdi Yuan, Shaoke Zhang, Jiajun Li, Jingyan Zheng, Chenping Lei, Zhuojun Wang, Miao Zhao, Wenyu Shi, Ziding Zhang

Plant pathogens, such as fungi and oomycetes, primarily rely on the secretion of effector proteins to successfully colonize host plants and suppress immune responses, ultimately leading to disease symptoms. Therefore, accurately identifying these effector proteins is crucial for understanding the pathogenic mechanisms and developing strategies for disease resistance. However, the current effector protein identification mainly depends on experimental screening methods, which are labor-intensive and costly. In recent years, the rapid development of deep learning approaches and the emergence of protein language models (PLMs) have presented unprecedented opportunities for developing new bioinformatics methods to identify effector proteins. In this context, we propose Plant Pathogen Effector Protein Finder (PPEPFinder), an integrated deep learning framework designed to predict effector proteins of fungi and oomycetes. PPEPFinder consists of three individual predictive models: (i) a sequence-based transformer model that utilizes rich semantic embeddings generated by a pre-trained PLM, Evolutionary Scale Modeling (ESM), as input; (ii) two structure-based Graph Attention Network models that represent protein structures as residue contact graphs using the ESM-generated embeddings or the structure pre-trained model SaProt embeddings as node features. To maximize the predictive performance, PPEPFinder employs a logistic regression model to aggregate the three predictors' outputs into a final prediction score. Compared to existing state-of-the-art effector prediction tools, PPEPFinder demonstrates superior performance by jointly leveraging sequence and structural information. We have made PPEPFinder and its associated datasets freely accessible to the community through an online prediction server (http://zzdlab.com/PPEPFinder/) and GitHub (https://github.com/mdiyuan/PPEPFinder).

植物病原体,如真菌和卵菌,主要依靠效应蛋白的分泌成功定植寄主植物,抑制免疫反应,最终导致疾病症状。因此,准确识别这些效应蛋白对于理解致病机制和制定抗病策略至关重要。然而,目前的效应蛋白鉴定主要依靠实验筛选方法,劳动强度大,成本高。近年来,深度学习方法的快速发展和蛋白质语言模型(PLMs)的出现为开发新的生物信息学方法来识别效应蛋白提供了前所未有的机会。在此背景下,我们提出了植物病原体效应蛋白查找器(Plant Pathogen Effector Protein Finder, PPEPFinder),这是一个集成的深度学习框架,旨在预测真菌和卵菌的效应蛋白。pepfinder由三个独立的预测模型组成:(i)基于序列的变压器模型,该模型利用由预训练的PLM进化尺度建模(ESM)生成的丰富语义嵌入作为输入;(ii)两个基于结构的图注意网络模型,使用esm生成的嵌入或结构预训练模型SaProt嵌入作为节点特征,将蛋白质结构表示为残差接触图。为了最大限度地提高预测性能,PPEPFinder采用逻辑回归模型将三个预测器的输出汇总为最终的预测分数。与现有的最先进的效应预测工具相比,pepfinder通过联合利用序列和结构信息显示出更优越的性能。我们已经通过在线预测服务器(http://zzdlab.com/PPEPFinder/)和GitHub (https://github.com/mdiyuan/PPEPFinder)向社区免费提供了pepfinder及其相关数据集。
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引用次数: 0
PgFLC/PgFT Regulation by the PgDOF3.4-PgULT1-PgLHP1 Module Mediates the Low Temperature to Promote Flowering in Physalis grisea. PgDOF3.4-PgULT1-PgLHP1模块调控PgFLC/PgFT介导水稻低温开花
IF 6.3 1区 生物学 Q1 PLANT SCIENCES Pub Date : 2025-11-24 DOI: 10.1111/pce.70299
Guanzhuo Kong, Qiaofang Shi, Jintao Zheng, Hong Li, Yaru Zhao, Shaogang Zhao, Rui Yu, Xiaochun Zhao, Yihe Yu

Flowering is essential for plants to reach the survival of species and flowering is influenced by many environmental factors. However, trithorax group (TrxG) mediated epigenetic modification mechanisms of Physalis grisea under low temperature on flowering remain largely unknown. Here, we report that TrxG core member ULTRAPETALA1 (PgULT1) inhibits flowering in P. grisea by interacting with Polycomb Group (PcG) member LIKE-HETEROCHROMATIN-PROTEIN 1 (PgLHP1) and transcription factor DNA-BINDING-ONE-FINGER 3.4 (PgDOF3.4) to regulate H3K4me3 and H3K27me3. PgULT1 overexpression delayed flowering, yet flowering was relatively promoted under low temperatures. Similarly, PgDOF3.4 confers delayed flowering by transcribing PgULT1, PgLHP1, and FLOWERING LOCUS C (PgFLC). Protein interaction assays indicated that PgULT1, PgDOF3.4 and PgLHP1 can interact with each other, enhance PgFLC transcription and suppress FLOWERING LOCUS T (PgFT) transcription. Genetic evidence demonstrated that PgULT1 and PgLHP1 inhibit flowering by depositing H3K4me3 and H3K27me3 at the PgFLC and PgFT transcription start sites, respectively. PgULT1, PgDOF3.4 and PgLHP1 expression are suppressed under low temperatures, leading to reduced H3K4me3 and H3K27me3 modifications on PgFLC and PgFT promoters, thereby promoting flowering. Collectively, the functional interactions between epigenetic modifiers and transcription factors reveal a cooperative mechanism between TrxG and PcG to respond to low temperatures and promote flowering in P. grisea.

开花是植物达到物种生存的必要条件,开花受多种环境因素的影响。然而,trithorax group (TrxG)介导的稻瘟病Physalis在低温下开花的表观遗传修饰机制仍不清楚。本研究报道了TrxG核心成员ULTRAPETALA1 (PgULT1)通过与Polycomb Group (PcG)成员LIKE-HETEROCHROMATIN-PROTEIN 1 (PgLHP1)和转录因子dna结合- one - finger 3.4 (PgDOF3.4)相互作用调控H3K4me3和H3K27me3,从而抑制稻稻花的开花。PgULT1过表达延迟开花,低温条件下相对促进开花。同样,PgDOF3.4通过转录PgULT1、PgLHP1和开花位点C (PgFLC)来延迟开花。蛋白相互作用实验表明,PgULT1、PgDOF3.4和PgLHP1可以相互作用,增强PgFLC转录,抑制开花位点T(开花位点T)转录。遗传证据表明,PgULT1和PgLHP1分别通过在PgFLC和PgFT转录起始位点沉积H3K4me3和H3K27me3来抑制开花。低温抑制PgULT1、PgDOF3.4和PgLHP1的表达,导致PgFLC和PgFT启动子上的H3K4me3和H3K27me3修饰减少,从而促进开花。综上所述,表观遗传修饰因子和转录因子之间的功能互作揭示了TrxG和PcG在稻瘟病菌应对低温和促进开花方面的合作机制。
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