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Raphanus sativus Linne Protects Human Nucleus Pulposus Cells against H2O2-Induced Damage by Inhibiting TREM2 油菜通过抑制 TREM2 保护人类核浆细胞免受 H2O2 引发的损伤
Pub Date : 2024-08-09 DOI: 10.3390/biology13080602
Hyunseong Kim, C. Yeo, Jin Young Hong, Wanjin Jeon, Hyun Kim, Junseong Lee, Yoon Jae Lee, Seung Ho Baek, I. Ha
Intervertebral disc degeneration (IDD) progresses owing to damage and depletion of nucleus pulposus (NP) cells. Cytoprotection mitigates oxidative stress, nutrient deprivation, and mechanical stress, which lead to cell damage and necrosis. We aimed to examine the protective effect of Raphanus sativus Linne (RSL), common radish, against oxidative stress by H2O2 in human NP cells and whether the RSL extracts can inhibit triggering receptor expressed on myeloid cells 2 (TREM2), an inducer of apoptosis and degeneration in NP cells. We administered hydrogen peroxide (H2O2) to cultured human NP cells treated with RSL extracts. We used immunoblotting and quantitative PCR to investigate expression of the apoptosis-associated proteins in cultured cells. RSL significantly enhanced cell survival by suppressing the activation of cleaved caspase-3 and Bax. In contrast, RSL extract increased Bcl2 concentration to downregulate apoptosis. Additionally, RSL treatment notably enhanced the mRNA levels of ACAN and Col2a1 while significantly reducing those of ADAMTS-4, ADAMTS-5, MMP3, and MMP13, key genes involved in NP degeneration. While H2O2 elevated TREM2 expression, causing disc degeneration, RSL downregulated TREM2 expression. Thus, our findings imply that RSL supports human NP cells under oxidative stress and regulates the pathways underlying disc degeneration, particularly TREM2, and that RSL extracts may potentially prevent IDD.
椎间盘变性(IDD)是由于髓核(NP)细胞的损伤和耗竭而导致的。细胞保护可减轻氧化应激、营养匮乏和机械应力等导致细胞损伤和坏死的因素。我们的目的是研究普通萝卜(Raphanus sativus Linne,RSL)对人类 NP 细胞中 H2O2 氧化应激的保护作用,以及 RSL 提取物是否能抑制髓系细胞上表达的触发受体 2(TREM2),TREM2 是 NP 细胞凋亡和变性的诱导因子。我们给用 RSL 提取物处理过的人 NP 细胞注入过氧化氢(H2O2)。我们使用免疫印迹和定量 PCR 技术研究了培养细胞中凋亡相关蛋白的表达情况。通过抑制裂解的 caspase-3 和 Bax 的活化,RSL 明显提高了细胞的存活率。相反,RSL 提取物增加了 Bcl2 的浓度,从而抑制了细胞凋亡。此外,RSL 处理明显提高了 ACAN 和 Col2a1 的 mRNA 水平,同时显著降低了参与 NP 退化的关键基因 ADAMTS-4、ADAMTS-5、MMP3 和 MMP13 的 mRNA 水平。H2O2 会提高 TREM2 的表达,导致椎间盘变性,而 RSL 则会下调 TREM2 的表达。因此,我们的研究结果表明,RSL 能在氧化压力下支持人类 NP 细胞,并调节椎间盘变性的潜在途径,尤其是 TREM2,而且 RSL 提取物有可能预防 IDD。
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引用次数: 0
The A226D Mutation of OmpC Leads to Increased Susceptibility to β-Lactam Antibiotics in Escherichia coli OmpC 的 A226D 突变导致大肠埃希菌对β-内酰胺类抗生素的敏感性增加
Pub Date : 2024-08-09 DOI: 10.3390/biology13080600
Jiaming Zhu, Peng Guo, Yuting Zheng, Shiqing Xiang, Yang Zhao, Xinyu Liu, Chengzhang Fu, Youming Zhang, Hai Xu, Ling Li, Wenjia Wang, Mingyu Wang
Bacterial resistance to antibiotics can lead to long-lasting, hard-to-cure infections that pose significant threats to human health. One key mechanism of antimicrobial resistance (AMR) is to reduce the antibiotic permeation of cellular membranes. For instance, the lack of outer membrane porins (OMPs) can lead to elevated AMR levels. However, knowledge on whether mutations of OMPs can also influence antibiotic susceptibility is limited. This work aims to address this question and identified an A226D mutation in OmpC, a trimeric OMP, in Escherichia coli. Surveillance studies found that this mutation is present in 50 E. coli strains for which whole genomic sequences are available. Measurement of minimum inhibition concentrations (MICs) found that this mutation leads to a 2-fold decrease in MICs for β-lactams ampicillin and piperacillin. Further survival assays confirmed the role this mutation plays in β-lactam susceptibility. With molecular dynamics, we found that the A226D mutation led to increased overall flexibility of the protein, thus facilitating antibiotic uptake, and that binding with piperacillin was weakened, leading to easier antibiotic penetration. This work reports a novel mutation that plays a role in antibiotic susceptibility, along with mechanistic studies, and further confirms the role of OMPs in bacterial tolerance to antibiotics.
细菌对抗生素的耐药性可导致长期、难以治愈的感染,对人类健康构成重大威胁。抗菌药耐药性(AMR)的一个关键机制是减少抗生素对细胞膜的渗透。例如,缺乏外膜孔蛋白(OMPs)会导致 AMR 水平升高。然而,对于 OMPs 的突变是否也会影响抗生素敏感性的了解还很有限。这项工作旨在解决这一问题,并在大肠杆菌中发现了三聚体 OMP(OmpC)中的 A226D 突变。监测研究发现,在有全基因组序列的 50 株大肠杆菌中都存在这种突变。最低抑菌浓度(MIC)测定发现,这种突变导致对β-内酰胺类药物氨苄西林和哌拉西林的最低抑菌浓度降低了 2 倍。进一步的存活试验证实了这一突变在β-内酰胺类药物敏感性中的作用。通过分子动力学研究,我们发现 A226D 突变增加了蛋白质的整体灵活性,从而促进了抗生素的吸收,而且与哌拉西林的结合力减弱,导致抗生素更容易渗透。这项工作报告了一种在抗生素敏感性中发挥作用的新型突变,并进行了机理研究,进一步证实了 OMPs 在细菌耐受抗生素中的作用。
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引用次数: 0
Evolutionary Fate of the Opine Synthesis Genes in the Arachis L. Genomes 罂粟基因组中鸦片碱合成基因的进化命运
Pub Date : 2024-08-09 DOI: 10.3390/biology13080601
Olesja D. Bogomaz, V. D. Bemova, Nikita A. Mirgorodskii, T. Matveeva
Naturally transgenic plants are plants that have undergone Agrobacterium-mediated transformation under natural conditions without human involvement. Among Arachis hypogaea L., A. duranensis Krapov. & W.C. Greg, A. ipaensis Krapov. & W.C. Greg, A. monticola Krapov. & Rigoni, and A. stenosperma Krapov. & W.C. Greg are known to contain sequences derived from the T-DNA of “Agrobacterium”. In the present study, using molecular genetics and bioinformatic methods, we characterized natural transgenes in 18 new species from six sections of the genus Arachis. We found that small fragments of genes for enzymes of the agropine synthesis pathway were preserved only in some of the studied samples and were lost in the majority of the species during evolution. At the same time, genes, similar to cucumopine synthases (cus-like), remained intact in almost all of the investigated species. In cultivated peanuts, they are expressed in a tissue-specific manner. We demonstrated the intraspecific variability of the structure and expression of the cus-like gene in cultivated peanuts. The described diversity of gene sequences horizontally transferred from Agrobacterium to plants helps to shed light on the phylogeny of species of the genus Arachis and track possible hybridization events. Data on the ability of certain species to hybridize are useful for planning breeding schemes aimed at transferring valuable traits from wild species into cultivated peanuts.
天然转基因植物是指在自然条件下,在无人参与的情况下,通过农杆菌介导转化的植物。据了解,在Arachis hypogaea L.中,A. duranensis Krapov. & W.C. Greg、A. ipaensis Krapov. & W.C. Greg、A. monticola Krapov. & Rigoni和A. stenosperma Krapov. & W.C. Greg含有源自 "农杆菌 "T-DNA的序列。在本研究中,我们利用分子遗传学和生物信息学方法,鉴定了 Arachis 属 6 个部分 18 个新品种中天然转基因的特征。我们发现,只有在一些研究样本中保留了农杆菌素合成途径酶基因的小片段,而在大多数物种中,这些基因在进化过程中丢失了。与此同时,与葫芦巴碱合成酶(cus-like)类似的基因在几乎所有研究物种中都保持完整。在栽培花生中,它们以组织特异性的方式表达。我们证明了栽培花生中 cus-like 基因结构和表达的种内差异性。所描述的从农杆菌水平转移到植物的基因序列的多样性有助于揭示花生属物种的系统发育,并追踪可能的杂交事件。有关某些物种杂交能力的数据有助于规划育种计划,以便将野生物种的宝贵性状转移到栽培花生中。
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引用次数: 0
Hypoxia-Induced Adaptations of Embryonic Fibroblasts: Implications for Developmental Processes 缺氧诱导的胚胎成纤维细胞适应性:对发育过程的影响
Pub Date : 2024-08-08 DOI: 10.3390/biology13080598
Zeyu Li, Delong Han, Zhenchi Li, Lingjie Luo
Animal embryonic development occurs under hypoxia, which can promote various developmental processes. Embryonic fibroblasts, which can differentiate into bone and cartilage and secrete various members of the collagen protein family, play essential roles in the formation of embryonic connective tissues and basement membranes. However, the adaptations of embryonic fibroblasts under hypoxia remain poorly understood. In this study, we investigated the effects of hypoxia on mouse embryonic fibroblasts (MEFs). We found that hypoxia can induce migration, promote metabolic reprogramming, induce the production of ROS and apoptosis, and trigger the activation of multiple signaling pathways of MEFs. Additionally, we identified several hypoxia-inducible genes, including Proser2, Bean1, Dpf1, Rnf128, and Fam71f1, which are regulated by HIF1α. Furthermore, we demonstrated that CoCl2 partially mimics the effects of low oxygen on MEFs. However, we found that the mechanisms underlying the production of ROS and apoptosis differ between hypoxia and CoCl2 treatment. These findings provide insights into the complex interplay between hypoxia, fibroblasts, and embryonic developmental processes.
动物胚胎发育是在缺氧条件下进行的,缺氧可促进各种发育过程。胚胎成纤维细胞可分化成骨和软骨,并分泌胶原蛋白家族的各种成员,在胚胎结缔组织和基底膜的形成过程中发挥着重要作用。然而,人们对胚胎成纤维细胞在缺氧条件下的适应性仍然知之甚少。在这项研究中,我们研究了低氧对小鼠胚胎成纤维细胞(MEFs)的影响。我们发现,低氧可诱导迁移、促进代谢重编程、诱导 ROS 的产生和凋亡,并引发 MEFs 多种信号通路的激活。此外,我们还发现了几个受HIF1α调控的低氧诱导基因,包括Proser2、Bean1、Dpf1、Rnf128和Fam71f1。此外,我们还证明 CoCl2 可部分模拟低氧对 MEFs 的影响。然而,我们发现在缺氧和 CoCl2 处理之间,产生 ROS 和细胞凋亡的机制是不同的。这些发现让我们对缺氧、成纤维细胞和胚胎发育过程之间复杂的相互作用有了更深入的了解。
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引用次数: 0
Impact of BMI and Cardiorespiratory Fitness on Oxidative Stress in Plasma and Circulating Exosomes Following Acute Exercise 急性运动后体重指数和心肺功能对血浆和循环外泌体中氧化应激的影响
Pub Date : 2024-08-08 DOI: 10.3390/biology13080599
Aaron L. Slusher, Nishant P Visavadiya, Brandon G. Fico, Brisamar Estébanez, Edmund O. Acevedo, Chun-Jung Huang
The impact of cardiorespiratory fitness (VO2max) and obesity on indices of oxidative stress in plasma and circulating exosome-like extracellular vesicles (ELVs) were examined following acute exercise. Indices of oxidative stress in plasma and isolated plasma ELVs were examined in aerobically trained (NW-Tr; n = 15) and untrained (NW-UTr; n = 18) normal-weight individuals and aerobically untrained individuals with obesity (Ob-Utr; n = 10) prior to and immediately following acute maximal treadmill running. Following exercise, ELV flotillin-1 expression (p = 0.008) and plasma total antioxidant capacity (TAC; p = 0.010) increased more in NW-UTr compared to NW-Tr and Ob-UTr participants, whereas plasma protein carbonyls (PC) decreased more in Ob-UTr compared to NW-Tr and NW-UTr groups. ELV glutathione (GSH) concentrations decreased more in NW-Tr compared to NW-UTr and Ob-UTr participants (p = 0.009), whereas lipid peroxidase (LPO) concentrations increased more in Ob-UTr compared to NW-Tr and NW-UTr participants (p = 0.003). Body mass index (BMI) was associated negatively with plasma TAC and PC (p < 0.05) and positively with ELV LPO concentration responses (p = 0.009). Finally, plasma-to-total (plasma + ELV) GSH ratios decreased in Ob-UTr compared to NW-Tr and NW-UTr participants (p = 0.006), PC ratios increased in NW-Tr and NW-UTr compared to Ob-UTr subjects (p = 0.008), and reactive oxygen/nitrogen species ratios increased in NW-UTr and decreased in Ob-UTr participants (p < 0.001). BMI, independently of VO2max, differentially regulates indices of oxidative stress within plasma and circulating ELVs prior to and immediately following acute maximal treadmill exercise.
研究人员考察了急性运动后心肺功能(VO2max)和肥胖对血浆和循环外泌体类细胞外囊泡(ELVs)中氧化应激指数的影响。有氧训练(NW-Tr;n = 15)和无氧训练(NW-UTr;n = 18)的正常体重者和无氧训练的肥胖者(Ob-Utr;n = 10)在急性最大跑步机跑步之前和之后,血浆和分离血浆ELV中的氧化应激指数进行了检测。运动后,与NW-Tr组和Ob-UTr组相比,NW-UTr组的ELV flotillin-1表达(p = 0.008)和血浆总抗氧化能力(TAC;p = 0.010)增加得更多,而与NW-Tr组和NW-UTr组相比,Ob-UTr组的血浆蛋白质羰基(PC)减少得更多。NW-Tr组与NW-UTr组和Ob-UTr组相比,ELV谷胱甘肽(GSH)浓度下降较多(p = 0.009),而Ob-UTr组与NW-Tr组和NW-UTr组相比,脂质过氧化物酶(LPO)浓度增加较多(p = 0.003)。体重指数(BMI)与血浆 TAC 和 PC 呈负相关(p < 0.05),与 ELV LPO 浓度反应呈正相关(p = 0.009)。最后,与 NW-Tr 和 NW-UTr 参与者相比,Ob-UTr 参与者的血浆与总 GSH(血浆 + ELV)比率降低(p = 0.006),与 Ob-UTr 参与者相比,NW-Tr 和 NW-UTr 参与者的 PC 比率升高(p = 0.008),NW-UTr 参与者的活性氧/氮物种比率升高,而 Ob-UTr 参与者的活性氧/氮物种比率降低(p < 0.001)。体重指数与最大氧饱和度无关,在急性最大跑步机运动前和运动后会对血浆和循环ELV中的氧化应激指数产生不同的调节作用。
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引用次数: 0
Schisandrin A Attenuates Diabetic Nephropathy via EGFR/AKT/GSK3β Signaling Pathway Based on Network Pharmacology and Experimental Validation 基于网络药理学和实验验证的五味子素 A 通过表皮生长因子受体/AKT/GSK3β 信号通路缓解糖尿病肾病
Pub Date : 2024-08-08 DOI: 10.3390/biology13080597
Pengyu Wang, Qing Lan, Qi Huang, Ruyi Zhang, Shuo Zhang, Leiming Yang, Yan Song, Tong Wang, Guandi Ma, Xiufen Liu, Xiying Guo, Youzhi Zhang, Chao Liu
Diabetic nephropathy (DN) is one of the common complications of diabetes and the main cause of end-stage renal disease (ESRD) in clinical practice. Schisandrin A (Sch A) has multiple pharmacological activities, including inhibiting fibrosis, reducing apoptosis and oxidative stress, and regulating immunity, but its pharmacological mechanism for the treatment of DN is still unclear. In vivo, streptozotocin (STZ) and a high-fat diet were used to induce type 2 diabetic rats, and Sch A was administered for 4 weeks. At the same time, protein–protein interaction (PPI) networks were established to analyze the overlapping genes of DN and Sch A. Subsequently, the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) analyses were performed to determine the hub pathway. In addition, molecular docking was used to preliminarily verify the affinity of hub proteins and Sch A. Further, H&E staining, Sirius red staining, immunohistochemistry, immunofluorescence, and western blot analysis were used to detect the location and expression of related proteins in DN. This study revealed the multi-target and multi-pathway characteristics of Sch A in the treatment of DN. First, Sch A could effectively improve glucose tolerance, reduce urine microprotein and urine creatinine levels, and alleviate renal pathological damage in DN rats. Second, EGFR was the hub gene screened in overlapping genes (43) of Sch A (100) and DN (2524). Finally, it was revealed that Sch A could inhibit the protein expression levels of EGFR and PTRF and reduced the expression of apoptosis-related proteins, and this effect was related to the modulation of the AKT/GSK-3β signaling pathway. In summary, Sch A has a protective effect in DN rats, EGFR may be a potential therapeutic target, throughout modulating AKT/GSK-3β pathway.
糖尿病肾病(DN)是糖尿病的常见并发症之一,也是临床上终末期肾病(ESRD)的主要病因。五味子素 A(Sch A)具有多种药理活性,包括抑制纤维化、减少细胞凋亡和氧化应激、调节免疫等,但其治疗 DN 的药理机制尚不清楚。在体内,使用链脲佐菌素(STZ)和高脂饮食诱导 2 型糖尿病大鼠,并给予 Sch A 4 周。同时,建立了蛋白-蛋白相互作用(PPI)网络,分析了DN和Sch A的重叠基因;随后,进行了京都基因组百科全书(KEGG)和基因本体(GO)分析,确定了枢纽通路。此外,还采用分子对接法初步验证了枢纽蛋白与 Sch A 的亲和性,并通过 H&E 染色、天狼星红染色、免疫组化、免疫荧光和 Western 印迹分析检测了相关蛋白在 DN 中的位置和表达。该研究揭示了 Sch A 治疗 DN 的多靶点、多途径特点。首先,Sch A能有效改善DN大鼠的糖耐量,降低尿微量蛋白和尿肌酐水平,减轻肾脏病理损伤。其次,表皮生长因子受体(EGFR)是筛选出的 Sch A(100)和 DN(2524)重叠基因(43)中的中心基因。最后,研究发现,Sch A能抑制表皮生长因子受体(EGFR)和PTRF的蛋白表达水平,降低凋亡相关蛋白的表达,而这一作用与AKT/GSK-3β信号通路的调节有关。综上所述,Sch A对DN大鼠具有保护作用,表皮生长因子受体可能是一个潜在的治疗靶点,通过调节AKT/GSK-3β通路。
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引用次数: 0
Heterogeneous Evolution of Breast Cancer Cells—An Endogenous Molecular-Cellular Network Study 乳腺癌细胞的异质进化--内源性分子-细胞网络研究
Pub Date : 2024-07-26 DOI: 10.3390/biology13080564
Tianqi Li, Yong-Cong Chen, Ping Ao
Breast cancer heterogeneity presents a significant challenge in clinical therapy, such as over-treatment and drug resistance. These challenges are largely due to its obscure normal epithelial origins, evolutionary stability, and transitions on the cancer subtypes. This study aims to elucidate the cellular emergence and maintenance of heterogeneous breast cancer via quantitative bio-process modeling, with potential benefit to therapeutic strategies for the disease. An endogenous molecular–cellular hypothesis posits that both pathological and physiological states are phenotypes evolved from and shaped by interactions among a number of conserved modules and cellular factors within a biological network. We hereby developed a model of core endogenous network for breast cancer in accordance with the theory, quantifying its intrinsic dynamic properties with dynamic modeling. The model spontaneously generates cell states that align with molecular classifications at both the molecular and modular level, replicating four widely recognized molecular subtypes of the cancer and validating against data extracted from the TCGA database. Further analysis shows that topologically, a singular progression gateway from normal breast cells to cancerous states is identified as the Luminal A-type breast cancer. Activated positive feedback loops are found to stabilize cellular states, while negative feedback loops facilitate state transitions. Overall, more routes are revealed on the cellular transition between stable states, and a traceable count explains the origin of breast cancer heterogeneity. Ultimately, the research intended to strength the search for therapeutic targets.
乳腺癌的异质性给临床治疗带来了巨大挑战,如过度治疗和耐药性。这些挑战主要是由于乳腺癌的正常上皮起源、进化稳定性和癌症亚型的转变不明显。本研究旨在通过定量生物过程建模,阐明异质性乳腺癌的细胞出现和维持过程,从而为该疾病的治疗策略带来潜在益处。内源性分子-细胞假说认为,病理和生理状态都是由生物网络中的一些保守模块和细胞因子之间的相互作用进化和形成的表型。在此,我们根据该理论建立了一个乳腺癌核心内源性网络模型,并通过动态建模量化了其内在的动态特性。该模型在分子和模块层面自发生成与分子分类一致的细胞状态,复制了四种广为认可的癌症分子亚型,并与从 TCGA 数据库中提取的数据进行了验证。进一步的分析表明,从拓扑学上看,从正常乳腺细胞到癌症状态的单一进展通道被确定为 A 型乳腺癌。研究发现,激活的正反馈环路能稳定细胞状态,而负反馈环路则能促进状态转换。总之,研究揭示了细胞在稳定状态之间过渡的更多途径,并通过可追溯的计数解释了乳腺癌异质性的起源。最终,这项研究旨在加强对治疗目标的探索。
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引用次数: 0
Sprint Interval Training Improves Brain-Derived Neurotropic Factor-Induced Benefits in Brain Health—A Possible Molecular Signaling Intervention 短跑间歇训练可提高脑源性神经营养因子对大脑健康的益处--一种可能的分子信号干预措施
Pub Date : 2024-07-26 DOI: 10.3390/biology13080562
Xueqiang Zhu, Wenjia Chen, A. Thirupathi
Physical exercise can significantly impact our bodies, affecting our functional capacity, structure establishment, and molecular makeup. The magnitude of these changes depends on the specific exercise protocols used. For instance, low-to-moderate-intensity exercise can activate important molecular targets in the short term, such as BDNF-mediated signaling, while high-intensity exercise can maintain these signaling molecules in the active state for a longer term. This makes it challenging to recommend specific exercises for obtaining BDNF-induced benefits. Additionally, exercise-induced molecular signaling targets can have positive and negative effects, with some exercises blunting these targets and others activating them. For example, increasing BDNF concentration through exercise can be beneficial for brain health, but it may also have a negative impact on conditions such as bipolar disorder. Therefore, a deeper understanding of a specific exercise-mediated mechanistic approach is required. This review will delve into how the sprint exercise-mediated activation of BDNF could help maintain brain health and explore potential molecular interventions.
体育锻炼会对我们的身体产生重大影响,影响我们的功能能力、结构建立和分子构成。这些变化的程度取决于所使用的具体运动方案。例如,中低强度的运动可以在短期内激活重要的分子靶标,如 BDNF 介导的信号传导,而高强度的运动则可以使这些信号传导分子长期保持活跃状态。因此,推荐特定的运动以获得 BDNF 诱导的益处具有挑战性。此外,运动诱导的分子信号转导靶点可能会产生积极和消极的影响,有些运动会削弱这些靶点,有些则会激活它们。例如,通过运动提高 BDNF 浓度对大脑健康有益,但也可能对双相情感障碍等疾病产生负面影响。因此,需要更深入地了解具体的运动介导机制方法。本综述将深入探讨短跑运动介导的 BDNF 激活如何有助于保持大脑健康,并探讨潜在的分子干预措施。
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引用次数: 0
Arabidopsis BTB-A2s Play a Key Role in Drought Stress 拟南芥 BTB-A2 在干旱胁迫中发挥关键作用
Pub Date : 2024-07-26 DOI: 10.3390/biology13080561
Guohua Cai, Yunxiao Zang, Zhongqian Wang, Shuoshuo Liu, Guodong Wang
Drought stress significantly impacts plant growth, productivity, and yield, necessitating a swift fine-tuning of pathways for adaptation to harsh environmental conditions. This study explored the effects of Arabidopsis BTB-A2.1, BTB-A2.2, and BTB-A2.3, distinguished by their exclusive possession of the Broad-complex, Tramtrack, and Bric-à-brac (BTB) domain, on the negative regulation of drought stress mediated by abscisic acid (ABA) signaling. Promoter analysis revealed the presence of numerous ABA-responsive and drought stress-related cis-acting elements within the promoters of AtBTB-A2.1, AtBTB-A2.2, and AtBTB-A2.3. The AtBTB-A2.1, AtBTB-A2.2, and AtBTB-A2.3 transcript abundances increased under drought and ABA induction according to qRT-PCR and GUS staining. Furthermore, the Arabidopsis btb-a2.1/2/3 triple mutant exhibited enhanced drought tolerance, supporting the findings from the overexpression studies. Additionally, we detected a decrease in the stomatal aperture and water loss rate of the Arabidopsis btb-a2.1/2/3 mutant, suggesting the involvement of these genes in repressing stomatal closure. Importantly, the ABA signaling-responsive gene levels within Arabidopsis btb-a2.1/2/3 significantly increased compared with those in the wild type (WT) under drought stress. Based on such findings, Arabidopsis BTB-A2s negatively regulate drought stress via the ABA signaling pathway.
干旱胁迫会严重影响植物的生长、生产力和产量,因此有必要迅速调整适应恶劣环境条件的途径。本研究探讨了拟南芥 BTB-A2.1、BTB-A2.2 和 BTB-A2.3 对脱落酸(ABA)信号介导的干旱胁迫负调控的影响。启动子分析表明,AtBTB-A2.1、AtBTB-A2.2 和 AtBTB-A2.3 的启动子中存在大量 ABA 响应和干旱胁迫相关的顺式作用元件。根据 qRT-PCR 和 GUS 染色,在干旱和 ABA 诱导下,AtBTB-A2.1、AtBTB-A2.2 和 AtBTB-A2.3 的转录本丰度增加。此外,拟南芥 btb-a2.1/2/3 三重突变体表现出更强的耐旱性,支持了过表达研究的结果。此外,我们还检测到拟南芥 btb-a2.1/2/3 突变体的气孔开度和失水率下降,这表明这些基因参与了抑制气孔关闭的过程。重要的是,在干旱胁迫下,拟南芥btb-a2.1/2/3突变体中的ABA信号响应基因水平比野生型(WT)显著增加。基于这些发现,拟南芥 BTB-A2s 可通过 ABA 信号途径负向调节干旱胁迫。
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引用次数: 0
D-sORF: Accurate Ab Initio Classification of Experimentally Detected Small Open Reading Frames (sORFs) Associated with Translational Machinery D-sORF:对实验检测到的与转译机制相关的小开放阅读框(sORF)进行精确的 Ab Initio 分类
Pub Date : 2024-07-26 DOI: 10.3390/biology13080563
Nikos Perdikopanis, Antonis Giannakakis, Ioannis Kavakiotis, A. Hatzigeorgiou
Small open reading frames (sORFs; <300 nucleotides or <100 amino acids) are widespread across all genomes, and an increasing variety of them appear to be translating from non-genic regions. Over the past few decades, peptides produced from sORFs have been identified as functional in various organisms, from bacteria to humans. Despite recent advances in next-generation sequencing and proteomics, accurate annotation and classification of sORFs remain a rate-limiting step toward reliable and high-throughput detection of small proteins from non-genic regions. Additionally, the cost of computational methods utilizing machine learning is lower than that of biological experiments, and they can be employed to detect sORFs, laying the groundwork for biological experiments. We present D-sORF, a machine-learning framework that integrates the statistical nucleotide context and motif information around the start codon to predict coding sORFs. D-sORF scores directly for coding identity and requires only the underlying genomic sequence, without incorporating parameters such as the conservation, which, in the case of sORFs, may increase the dispersion of scores within the significantly less conserved non-genic regions. D-sORF achieves 94.74% precision and 92.37% accuracy for small ORFs (using the 99 nt medium length window). When D-sORF is applied to sORFs associated with ribosomes, the identification of transcripts producing peptides (annotated by the Ensembl IDs) is similar to or superior to experimental methodologies based on ribosome-sequencing (Ribo-Seq) profiling. In parallel, the recognition of putative negative data, such as the intron-containing transcripts that associate with ribosomes, remains remarkably low, indicating that D-sORF could be efficiently applied to filter out false-positive sORFs from Ribo-Seq data because of the non-productive ribosomal binding or noise inherent in these protocols.
小开放阅读框(sORFs;小于 300 个核苷酸或小于 100 个氨基酸)广泛存在于所有基因组中,而且越来越多的小开放阅读框似乎是从非基因区翻译而来的。在过去的几十年中,从细菌到人类,由 sORFs 生成的肽已被确定在各种生物体中具有功能。尽管最近在下一代测序和蛋白质组学方面取得了进展,但对 sORFs 的准确注释和分类仍然是可靠和高通量检测来自非基因区的小蛋白质的一个限制性步骤。此外,利用机器学习的计算方法的成本低于生物实验的成本,它们可以用来检测 sORF,为生物实验奠定基础。我们提出的 D-sORF 是一种机器学习框架,它整合了起始密码子周围的统计核苷酸上下文和图案信息,以预测编码 sORF。D-sORF 直接对编码同一性进行评分,只需要底层基因组序列,而不需要整合诸如保守性等参数,因为在 sORF 的情况下,保守性可能会增加在保守性明显较低的非基因区域内的评分分散性。对于小型 ORF,D-sORF 的精确度达到 94.74%,准确度达到 92.37%(使用 99 nt 中等长度窗口)。当 D-sORF 应用于与核糖体相关的 sORF 时,对产生肽的转录本(由 Ensembl IDs 注释)的识别类似于或优于基于核糖体测序(Ribo-Seq)分析的实验方法。与此同时,对推定的阴性数据(如与核糖体结合的含内含子转录本)的识别率仍然很低,这表明 D-sORF 可以有效地用于从 Ribo-Seq 数据中过滤出假阳性 sORF,因为这些方案中固有的非生产性核糖体结合或噪音。
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