expression regulation

表达调控
  • 文章类型: Journal Article
    非小细胞肺癌(NSCLC),包括肺鳞状细胞癌(LUSC)和肺腺癌(LUAD)亚型,是一种恶性肿瘤类型,5年生存率低。识别新的强大的诊断生物标志物,预后生物标志物,和NSCLC的潜在治疗靶点是迫切需要的。
    UCSCXena,UALCAN,和GEO数据库用于筛选和分析差异表达基因,监管模式,非小细胞肺癌的遗传/表观遗传改变。UCSCXena数据库,GEO数据库,组织微阵列,和免疫组织化学染色分析用于评估诊断和预后价值。进行功能增益测定以检查作用。估计,TIMER,链接的组学,STRING,和DAVID算法用于分析潜在的分子机制。
    NR3C2被鉴定为NSCLC中潜在的重要分子。NR3C2在NSCLC中低水平表达,LUAD,和LUSC组织,这与这些患者的临床指标显着相关。受试者工作特征曲线分析提示NR3C2表达模式改变对NSCLC有诊断价值,LUAD,尤其是LUSC患者。NR3C2表达水平的降低可以帮助预测NSCLC和LUAD患者的不良预后,而不是LUSC患者。这些结果已通过数据库分析和组织微阵列上的真实世界临床样品得到证实。拷贝数变异有助于NSCLC和LUAD中NR3C2的低表达水平,而启动子DNA甲基化参与其在LUSC中的下调。两个NR3C2启动子甲基化位点对LUSC诊断具有较高的敏理性和特异性,具有临床运用潜力。NR3C2可能是NSCLC发生发展的关键参与者,与肿瘤微环境和免疫细胞浸润密切相关。NR3C2共表达的基因参与许多癌症相关的信号通路,进一步支持NR3C2在NSCLC中的潜在重要作用。
    NR3C2是一种新的NSCLC潜在的诊断和预后生物标志物和治疗靶点。
    UNASSIGNED: Non-small cell lung cancer (NSCLC), including the lung squamous cell carcinoma (LUSC) and lung adenocarcinoma (LUAD) subtypes, is a malignant tumor type with a poor 5-year survival rate. The identification of new powerful diagnostic biomarkers, prognostic biomarkers, and potential therapeutic targets in NSCLC is urgently required.
    UNASSIGNED: The UCSC Xena, UALCAN, and GEO databases were used to screen and analyze differentially expressed genes, regulatory modes, and genetic/epigenetic alterations in NSCLC. The UCSC Xena database, GEO database, tissue microarray, and immunohistochemistry staining analyses were used to evaluate the diagnostic and prognostic values. Gain-of-function assays were performed to examine the roles. The ESTIMATE, TIMER, Linked Omics, STRING, and DAVID algorithms were used to analyze potential molecular mechanisms.
    UNASSIGNED: NR3C2 was identified as a potentially important molecule in NSCLC. NR3C2 is expressed at low levels in NSCLC, LUAD, and LUSC tissues, which is significantly related to the clinical indexes of these patients. Receiver operating characteristic curve analysis suggests that the altered NR3C2 expression patterns have diagnostic value in NSCLC, LUAD, and especially LUSC patients. Decreased NR3C2 expression levels can help predict poor prognosis in NSCLC and LUAD patients but not in LUSC patients. These results have been confirmed both with database analysis and real-world clinical samples on a tissue microarray. Copy number variation contributes to low NR3C2 expression levels in NSCLC and LUAD, while promoter DNA methylation is involved in its downregulation in LUSC. Two NR3C2 promoter methylation sites have high sensitivity and specificity for LUSC diagnosis with clinical application potential. NR3C2 may be a key participant in NSCLC development and progression and is closely associated with the tumor microenvironment and immune cell infiltration. NR3C2 co-expressed genes are involved in many cancer-related signaling pathways, further supporting a potentially significant role of NR3C2 in NSCLC.
    UNASSIGNED: NR3C2 is a novel potential diagnostic and prognostic biomarker and therapeutic target in NSCLC.
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  • 文章类型: Journal Article
    GATA4在哺乳动物的生殖过程中起着举足轻重的作用。然而,GATA4在山羊卵巢中的研究是有限的。本研究旨在研究GATA4在山羊卵巢中的表达及功能。利用实时PCR和蛋白质印迹分析,我们研究了GATA4在山羊卵巢和颗粒细胞(GCs)中的表达及其调控机制。我们发现GATA4在山羊卵巢的所有卵泡类型中均有表达,与较小卵泡(<3毫米)相比,较大卵泡(>3毫米)的GC水平明显更高。此外,我们证明了人绒毛膜促性腺激素(hCG)通过激活PKA诱导GATA4mRNA表达,MEK,p38MAPK,PKC,和PI3K通路在体外。我们的研究还表明,hCG抑制miR-200b和miR-429的水平,进而直接靶向GATA4,从而调节GATA4的基础和hCG诱导的表达。功能上,我们研究了siRNA介导的GATA4敲低对山羊GCs细胞增殖和激素分泌的影响。我们的结果表明,敲低GATA4,miR-200b,miR-429抑制细胞增殖。此外,敲低GATA4通过抑制CYP11A1、CYP19A1、HSD3B、StAR。总的来说,我们的研究结果表明,GATA4在调节山羊GC存活和类固醇生成中具有重要作用。
    GATA4 plays a pivotal role in the reproductive processes of mammals. However, the research on GATA4 in goat ovary is limited. This study aimed to study the expression and function of GATA4 in goat ovary. Utilizing real-time PCR and western blot analysis, we studied the expression and regulatory mechanisms of GATA4 in goat ovary and granulosa cells (GCs). We found that GATA4 was expressed in all follicle types in the goat ovary, with significantly higher levels in GCs of larger follicles (>3 mm) compared to those in smaller follicles (<3 mm). Additionally, we demonstrated that human chorionic gonadotrophin (hCG) induced GATA4 mRNA expression via the activation of PKA, MEK, p38 MAPK, PKC, and PI3K pathways in vitro. Our study also showed that hCG suppressed the levels of miR-200b and miR-429, which in turn directly target GATA4, thereby modulating the basal and hCG-induced expression of GATA4. Functionally, we examined the effect of siRNA-mediated GATA4 knockdown on cell proliferation and hormone secretion in goat GCs. Our results revealed that knockdown of GATA4, miR-200b, and miR-429 suppressed cell proliferation. Moreover, knockdown of GATA4 decreased estradiol and progesterone production by inhibiting the promoter activities of CYP11A1, CYP19A1, HSD3B, and StAR. Collectively, our findings suggest a critical involvement of GATA4 in regulating goat GC survival and steroidogenesis.
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  • 文章类型: Journal Article
    血管内皮生长因子A(VEGF-A),一种高度保守的二聚糖蛋白,是血管生成的关键调控基因和标志分子。VEGF-A的上调促进肿瘤血管化的过程,从而促进恶性肿瘤的发生和发展。许多基因可以通过改变VEGF-A的表达来调节肿瘤的血管生成。此外,VEGF-A还表现出免疫调节特性,直接或间接抑制免疫细胞的抗肿瘤活性。VEGF-A靶向治疗单独或合理组合的出现彻底改变了各种癌症的治疗。本文综述了各种肿瘤中不同的机制如何调节VEGF-A的表达以促进肿瘤血管生成以及VEGF-A在肿瘤免疫微环境中的作用。综述了以VEGF-A为靶点的药物在肿瘤治疗中的应用,包括抗体分子药物和中药。
    Vascular endothelial growth factor A (VEGF-A), a highly conserved dimeric glycoprotein, is a key regulatory gene and a marker molecule of angiogenesis. The upregulation of VEGF-A facilitates the process of tumor vascularization, thereby fostering the initiation and progression of malignant neoplasms. Many genes can adjust the angiogenesis of tumors by changing the expression of VEGF-A. In addition, VEGF-A also exhibits immune regulatory properties, which directly or indirectly suppresses the antitumor activity of immune cells. The emergence of VEGF-A-targeted therapy alone or in rational combinations has revolutionized the treatment of various cancers. This review discusses how diverse mechanisms in various tumors regulate VEGF-A expression to promote tumor angiogenesis and the role of VEGF-A in tumor immune microenvironment. The application of drugs targeting VEGF-A in tumor therapy is also summarized including antibody molecule drugs and traditional Chinese medicine.
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  • 文章类型: Journal Article
    中国白蜡鳞虫(CWWSI),Ericeruspela,可以秘密量的蜡相当于他们的体重。先前的研究表明,脂酰辅酶A还原酶(far3)在CWWSI的蜡分泌中起关键作用。far3的高表达对于大量的蜡分泌至关重要。然而,far3的转录调控尚不清楚。为了鉴定控制far3表达的调节因子,在这项研究中进行了转座酶可接近的染色质(ATAC)和酵母单杂交(Y1H)的测定。在早期蜡分泌阶段ATAC-seq的CWWSI的ATAC测序得到22.75GB的原始数据,产生75,827,225个干净的读数,并显示142,771个峰。在3kb的上游调节区域有一个显著的峰值。峰序列位于far3转录起始位点上游的-1000和-670bp之间,跨度为331bp。此峰序列用作创建pAbAi峰重组载体的诱饵,用于Y1H筛选,以鉴定与far3基因相互作用的蛋白质。结果表明成功的CWWSIcDNA文库构建,具有1.2×107个集落形成单位的能力,95.8%的重组率,和插入大小在1,000和2,000bp之间。自激活测试确定100ng/mL的AbA有效地抑制诱饵载体自激活。最后,共筛选出88个阳性克隆。测序和删除重复后,从这些筛选的菌落获得63个独特克隆。通过将克隆序列与CWWSI的全长转录组和基因组进行比对,获得这些克隆的全长编码序列。BlastX分析确定了一种转录因子,核转录因子Yβ,和两个助活化剂,cAMP反应元件结合蛋白结合蛋白和WW结构域结合蛋白2。逆转录定量聚合酶链反应分析证实,它们的表达模式与蜡分泌之前的发育阶段一致,并且与排卵期的蜡分泌特征相匹配。这些结果有利于进一步研究CWWSI蜡质分泌的调控机制。
    The Chinese white wax scale insect (CWWSI), Ericerus pela, can secret an amount of wax equivalent to their body weight. Previous studies demonstrated the fatty acyl-CoA reductase (far3) plays a pivotal role in wax secretion of CWWSI. The high expression of far3 is crucial for the massive wax secretion. However, the transcription regulation of far3 was not clear. To identify regulatory factors that control the expression of far3, the assay for transposase-accessible chromatin (ATAC) and yeast one-hybrid (Y1H) were carried out in this study. The ATAC sequencing of the CWWSI at the early wax-secretion stage ATAC-seq resulted in 22.75 GB raw data, generated 75,827,225 clean reads and revealed 142,771 peaks. There was one significant peak in the 3 kb upstream regulation regions. The peak sequence is located between -1000 and -670 bp upstream of the far3 transcription start site, spanning a length of 331 bp. This peak sequence served as bait for creating the pAbAi-peak recombinant vector, used in Y1H screenings to identify proteins interacting with far3 gene. The results indicate a successful CWWSI cDNA library construction with a capacity of 1.2 × 107 colony forming unit, a 95.8% recombination rate, and insert sizes between 1,000 and 2,000 bp. Self-activation tests established that 100 ng/mL of AbA effectively inhibited bait vector self-activation. Finally, a total of 88 positive clones were selected. After sequencing and removal of duplication, 63 unique clones were obtained from these screened colonies. By aligning the clone sequences with full-length transcriptome and genome of CWWSI, the full-length coding sequences of these clones were obtained. BlastX analysis identified a transcription factor, nuclear transcription factor Y beta, and two co-activators, cAMP-response-element-binding-protein-binding protein and WW domain binding protein 2. Reverse transcription quantitative polymerase chain reaction analysis confirmed that their expression patterns were consistent with the developmental stages preceding wax secretion and matched the wax secretion characteristics during ovulation periods. These results are beneficial for further research into the regulatory mechanisms of wax secretion of CWWSI.
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  • 文章类型: Journal Article
    电压依赖性阴离子通道1(VDAC1)是位于线粒体外膜的孔蛋白。它的通道门控介导线粒体呼吸和细胞代谢,它已被确定为线粒体介导的细胞凋亡的关键调节剂。在许多以线粒体功能障碍为特征的疾病中,比如癌症和神经退行性疾病,VDAC1被认为是一个有前途的潜在治疗靶点。然而,关于VDAC1蛋白在正常和病理状态下表达的调控因子的研究还很有限。在这项研究中,我们发现,VDAC1蛋白表达在各种神经元细胞系中上调,以响应细胞内代谢和氧化应激。我们进一步证明VDAC1表达受细胞内ATP水平调节。通过使用药理学激动剂和抑制剂以及小干扰RNA(siRNA),我们发现AMPK/PGC-1α信号通路参与调节VDAC1的表达。此外,基于生物信息学预测和生化验证,我们发现p53是在代谢性氧化应激过程中调节VDAC1启动子活性的潜在转录因子.我们的研究结果表明,VDAC1的表达受AMPK/PGC-1α和p53通路的调节。这有助于维持神经元细胞的应激适应和凋亡稳态。
    Voltage-dependent anion channel 1 (VDAC1) is a pore protein located in the outer mitochondrial membrane. Its channel gating mediates mitochondrial respiration and cell metabolism, and it has been identified as a critical modulator of mitochondria-mediated apoptosis. In many diseases characterized by mitochondrial dysfunction, such as cancer and neurodegenerative diseases, VDAC1 is considered a promising potential therapeutic target. However, there is limited research on the regulatory factors involved in VDAC1 protein expression in both normal and pathological states. In this study, we find that VDAC1 protein expression is up-regulated in various neuronal cell lines in response to intracellular metabolic and oxidative stress. We further demonstrate that VDAC1 expression is modulated by intracellular ATP level. Through the use of pharmacological agonists and inhibitors and small interfering RNA (siRNA), we reveal that the AMPK/PGC-1α signaling pathway is involved in regulating VDAC1 expression. Additionally, based on bioinformatics predictions and biochemical verification, we identify p53 as a potential transcription factor that regulates VDAC1 promoter activity during metabolic oxidative stress. Our findings suggest that VDAC1 expression is regulated by the AMPK/PGC-1α and p53 pathways, which contributes to the maintenance of stress adaptation and apoptotic homeostasis in neuronal cells.
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  • 文章类型: Journal Article
    尽管在对疾病发病机制的认识方面取得了进展,并且许多分子标志物被鉴定为新疗法的潜在靶标,急性髓系白血病的治疗仍然具有挑战性.最初反应后的疾病复发以及对新旧疗法的耐药性的发展是存活率低的原因,并且仍然使同种异体干细胞移植成为唯一的治疗选择。多药耐药(MDR)是由宿主相关特征和白血病因素引起的多因素现象。其中,属于ABC(ATP结合盒)蛋白超家族的膜药物转运蛋白的过表达,将药物从它们的细胞靶标中转移出来,发挥着重要作用。此外,对白血病生物学的更好理解突出表明,至少在癌症中,ABC蛋白的作用超越了简单的药物运输,并影响许多其他细胞功能。在本文中,我们总结了ABCG2(以前称为乳腺癌耐药蛋白,BCRP)在急性髓系白血病中,并讨论了克服其外排功能并恢复其赋予白血病细胞干性的能力的潜在方法,支持白血病祖细胞在骨髓小生境中的持续存在,并在异基因干细胞移植强化治疗后证明复发也是合理的。
    Despite the progress in the knowledge of disease pathogenesis and the identification of many molecular markers as potential targets of new therapies, the cure of acute myeloid leukemia remains challenging. Disease recurrence after an initial response and the development of resistance to old and new therapies account for the poor survival rate and still make allogeneic stem cell transplantation the only curative option. Multidrug resistance (MDR) is a multifactorial phenomenon resulting from host-related characteristics and leukemia factors. Among these, the overexpression of membrane drug transporter proteins belonging to the ABC (ATP-Binding Cassette)-protein superfamily, which diverts drugs from their cellular targets, plays an important role. Moreover, a better understanding of leukemia biology has highlighted that, at least in cancer, ABC protein\'s role goes beyond simple drug transport and affects many other cell functions. In this paper, we summarized the current knowledge of ABCG2 (formerly Breast Cancer Resistance Protein, BCRP) in acute myeloid leukemia and discuss the potential ways to overcome its efflux function and to revert its ability to confer stemness to leukemia cells, favoring the persistence of leukemia progenitors in the bone marrow niche and justifying relapse also after therapy intensification with allogeneic stem cell transplantation.
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  • 文章类型: Journal Article
    表观遗传修饰对于精确调节基因表达至关重要。鲤鱼(Cyprinuscarpio)是经济上重要的鱼类,女性的生长速度比男性快。然而,与鲤鱼性腺表观遗传修饰相关的研究是有限的。在这项研究中,我们进行了转座酶可访问染色质测序(ATAC-seq)和亚硫酸氢盐测序(BS-seq)测定,以探讨表观遗传修饰在鲤鱼性腺中的作用。与睾丸相比,我们在卵巢中确定了84,207个更容易进入的区域和77,922个较少进入的区域。一些性别偏倚的基因在其启动子区域显示出不同的染色质可及性,如sox9a和zp3。基序富集分析表明,与胚胎发育和细胞增殖相关的转录因子(TFs)在卵巢中大量富集,仅在卵巢中鉴定了TFsFoxl2和SF1。我们还分析了染色质可及性与基因表达之间的可能调节。通过BS-seq,我们在CG环境中鉴定了2087个启动子差异甲基化基因(启动子-DMGs)和5264个基因体差异甲基化基因(基因体-DMGs)。这些遗传体DMGs在Wnt信号通路中显著富集,TGF-β信号通路,和GnRH信号通路,表明基因体区的甲基化可能在性别维持中起重要作用,就像启动子区域的甲基化一样。结合转录组,我们揭示了dmrtb1-like的表达,spag6和fels与启动子区域的甲基化水平呈负相关。我们对性腺表观遗传修饰的研究有助于阐明鲤鱼性别分化和性别维持的分子机制。
    Epigenetic modifications are critical in precisely regulating gene expression. The common carp (Cyprinus carpio) is an economically important fish species, and females exhibit faster growth rates than males. However, the studies related to epigenetic modifications in the common carp gonads are limited. In this study, we conducted the Assay for Transposase Accessible Chromatin sequencing (ATAC-seq) and Bisulfite sequencing (BS-seq) to explore the roles of epigenetic modifications in the common carp gonads. We identified 84,207 more accessible regions and 77,922 less accessible regions in ovaries compared to testes, and some sex-biased genes showed differential chromatin accessibility in their promoter regions, such as sox9a and zp3. Motif enrichment analysis showed that transcription factors (TFs) associated with embryonic development and cell proliferation were heavily enriched in ovaries, and the TFs Foxl2 and SF1 were only identified in ovaries. We also analyzed the possible regulations between chromatin accessibility and gene expression. By BS-seq, we identified 2087 promoter differentially methylated genes (promoter-DMGs) and 5264 gene body differentially methylated genes (genebody-DMGs) in CG contexts. These genebody-DMGs were significantly enriched in the Wnt signaling pathway, TGF-beta signaling pathway, and GnRH signaling pathway, indicating that methylation in gene body regions could play an essential role in sex maintenance, just like methylation in promoter regions. Combined with transcriptomes, we revealed that the expression of dmrtb1-like, spag6, and fels was negatively correlated with their methylation levels in promoter regions. Our study on the epigenetic modifications of gonads contributes to elucidating the molecular mechanism of sex differentiation and sex maintenance in the common carp.
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  • 文章类型: Journal Article
    含硫酯的蛋白质(TEP)在对生物和非生物胁迫的先天免疫应答中起着至关重要的作用。在这项研究中,确定了C.gigas中的TEP,和它们的基因结构,系统发育关系,共线性关系,表达式配置文件,序列多样性,和选择性剪接进行了分析。在C.gigas基因组中鉴定了8个Tep基因。功能分析和进化关系表明与其他软体动物TEP的同源性很高。转录组定量分析结果表明,C.gigas中的Tep基因响应热胁迫和弧菌胁迫。选择性剪接分析揭示了四个Tep基因(命名为A2M_1、CD109_3、CD109_5、补体C3)编码多个选择性剪接变体。基因结构和多重比对分析表明,通过第19外显子的可变剪接产生了7个CD109_5变体,编码高度可变的中心区域。序列多样性分析揭示了这七个CD109_5选择性剪接变体的第19外显子区域内有13个错义变体。此外,差异选择性剪接分析显示,副溶血性弧菌感染后,CD109_5,A2M_1和A2M_2变体的显着诱导。这项研究探索了C.gigas的Tep基因,提供对C.gigasTEP参与先天免疫的分子机制的见解。
    Thioester-containing proteins (TEPs) play a vital role in the innate immune response to biotic and abiotic stresses. In this study, the TEPs in C. gigas were identified, and their gene structure, phylogenetic relationships, collinearity relationships, expression profiles, sequence diversity, and alternative splicing were analyzed. Eight Tep genes were identified in C. gigas genome. Functional analysis and evolutionary relationships indicated a high level of homology to other mollusks TEPs. The transcriptome quantitative analysis results showed that the Tep genes in C. gigas respond to heat stress and Vibrio stress. Alternative splicing analysis revealed four Tep genes (designated A2M_1, CD109_3, CD109_5, complement C3) encode multiple alternative splice variants. Analysis of gene structure and multiple alignments revealed that seven CD109_5 variants are produced through the alternative splicing of the 19th exon, which encodes the highly variable central region. Sequence diversity analysis revealed thirteen missense variants within the 19th exon region of these seven CD109_5 alternative splice variants. Furthermore, the differential alternative splicing analysis showed significant induction of CD109_5, A2M_1 and A2M_2 variants after infection with V. parahaemolyticus. This study explores the Tep genes of C. gigas, providing insights into the molecular mechanisms underlying the involvement of C. gigas TEPs in innate immunity.
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  • 文章类型: Journal Article
    Low-molecular-weight glutenin subunits (LMW-GSs) associated with bread-baking quality and flour nutrient quality accumulate in endosperms of common wheat and related species. However, the mechanism underlying the expression regulation of genes encoding LMW-GSs has not been fully elucidated. In this study, we identified LMW-D2 and LMW-D7, which are highly and weakly expressed, respectively, via the analysis of RNA-sequencing data of Chinese Spring wheat and wheat transgenic lines transformed with 5\' deletion promoter fragments and GUS fusion constructs. The 605-bp fragment upstream of the LMW-D2 start codon could drive high levels of GUS expression in the endosperm. The truncated endosperm box located at the -300 site resulted in the loss of LMW-D2 promoter activity, and a single-nucleotide polymorphism on the GCN4 motif was closely related to the expression of LMW-GSs. TCT and TGACG motifs, as well as the others located on the 5\' distal end, might also be involved in the transcription regulation of LMW-GSs. In transgenic lines, fusion proteins of LMW-GS and GUS were deposited into protein bodies. Our findings provide new insights into the mechanism underlying the transcription regulation of LMW-GSs and will contribute to the development of wheat endosperm as a bioreactor for the production of nutraceuticals, antibodies, vaccines, and medicinal proteins.
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  • 文章类型: Journal Article
    WRKY转录因子基因构成了存在于几种植物中的重要转录调节因子家族。根据以前的研究,这些基因也可以在越橘(VacciniummyrtillusL.)代谢中发挥重要作用,这对加深我们对果实成熟调控和花色苷生物合成的理解至关重要。在这种情况下,这些蛋白质的详细表征将提供VmWRKY基因在不同植物器官中以及对不同光强度的响应的功能特征的全面视图。在这项研究中,对越橘完整基因组的研究确定了76个VmWRKY基因,这些基因被评估并分布在所有12条染色体中。这些基因编码的蛋白质分为四组(I,II,III,和IV)基于它们的保守结构域和锌指结构域类型。检测到15对节段复制的VmWRKY基因和4对串联复制的VmWRKY基因。顺式元件分析表明,VmWRKY基因的所有启动子都含有至少一个潜在的顺式应激反应元件。RNA-seq数据的差异表达分析表明,越橘的VmWRKY基因在样品中显示出优先或特异性表达。这些发现概述了越橘中这些蛋白质的功能特征。
    WRKY transcription factor genes compose an important family of transcriptional regulators that are present in several plant species. According to previous studies, these genes can also perform important roles in bilberry (Vaccinium myrtillus L.) metabolism, making it essential to deepen our understanding of fruit ripening regulation and anthocyanin biosynthesis. In this context, the detailed characterization of these proteins will provide a comprehensive view of the functional features of VmWRKY genes in different plant organs and in response to different intensities of light. In this study, the investigation of the complete genome of the bilberry identified 76 VmWRKY genes that were evaluated and distributed in all twelve chromosomes. The proteins encoded by these genes were classified into four groups (I, II, III, and IV) based on their conserved domains and zinc finger domain types. Fifteen pairs of VmWRKY genes in segmental duplication and four pairs in tandem duplication were detected. A cis element analysis showed that all promoters of the VmWRKY genes contain at least one potential cis stress-response element. Differential expression analysis of RNA-seq data revealed that VmWRKY genes from bilberry show preferential or specific expression in samples. These findings provide an overview of the functional characterization of these proteins in bilberry.
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