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Whole-genome sequencing analysis of wild house mice (Mus musculus) captured in Madagascar. 在马达加斯加捕获的野生家鼠(小家鼠)的全基因组测序分析。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-12-17 DOI: 10.1266/ggs.22-00090
Kazumichi Fujiwara, Marie C Ranorosoa, Satoshi D Ohdachi, Satoru Arai, Yuki Sakuma, Hitoshi Suzuki, Naoki Osada

In Madagascar, the house mouse (Mus musculus) is widely believed to have colonized with human activities and is now one of the most abundant rodents on the island. However, its genetic background at the genomic level remains unclear, and clarifying this would help us to infer the timing of introduction and route of migration. In this study, we determined the whole-genome sequences of five Madagascar house mice captured from an inland location in Madagascar. We examined the genetic background of samples by analyzing the mitochondrial and autosomal genomes. We confirmed that the mitochondrial genome lineages of collected samples formed a single clade placed at one of the most basal positions in the Mus musculus species. Autosomal genomic sequences revealed that these samples are most closely related to the subspecies M. m. castaneus (CAS), but also contain a genetic component of the subspecies M. m. domesticus (DOM). The signature of a strong population bottleneck 1,000-3,000 years ago was observed in both mitochondrial and autosomal genomic data. In a comparison with global samples of M. musculus, the Madagascar samples showed strong genetic affinity to many CAS samples across a wide range of Indian Ocean coastal and insular regions, with divergence time estimated as around 4,000 years ago. These findings support the proposition that the ancestors of these animals started to colonize the island with human agricultural activity and experienced a complex history during their establishment.

在马达加斯加,家鼠(小家鼠)被广泛认为是人类活动的殖民地,现在是岛上数量最多的啮齿动物之一。然而,它在基因组水平上的遗传背景仍不清楚,澄清这一点将有助于我们推断引入的时间和迁徙路线。在这项研究中,我们确定了从马达加斯加内陆地区捕获的5只马达加斯加家鼠的全基因组序列。我们通过分析线粒体和常染色体基因组来检查样本的遗传背景。我们证实,收集样本的线粒体基因组谱系形成了一个单一的分支,位于小家鼠物种中最基础的位置之一。常染色体基因组序列显示,这些样本与亚种M. M. castaneus (CAS)关系最密切,但也含有亚种M. M. domesticus (DOM)的遗传成分。在线粒体和常染色体基因组数据中观察到1000 - 3000年前强烈的人口瓶颈的特征。在与全球M. musculus样本的比较中,马达加斯加样本与印度洋沿海和岛屿地区的许多CAS样本显示出很强的遗传亲和力,分化时间估计在4000年前左右。这些发现支持了这样一种观点,即这些动物的祖先随着人类的农业活动开始在岛上定居,并在其建立过程中经历了复杂的历史。
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引用次数: 1
Environmental stress and transposons in plants. 植物中的环境胁迫与转座子。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-12-17 DOI: 10.1266/ggs.22-00045
Hidetaka Ito

Transposons were once thought to be junk repetitive DNA in the genome. However, their importance gradually became apparent as it became clear that they regulate gene expression, which is essential for organisms to survive, and that they are important factors in the driving force of evolution. Since there are multiple transposons in the genomes of all organisms, transposons have likely been activated and increased in copy number throughout their long history. This review focuses on environmental stress as a factor in transposon activation, paying particular attention to transposons in plants that are activated by environmental stresses. It is now known that plants respond to environmental stress in various ways, and correspondingly, many transposons respond to stress. The relationship between environmental stress and transposons is reviewed, including the mechanisms of their activation and the effects of transposon activation on host plants.

转座子曾被认为是基因组中的垃圾重复DNA。然而,它们的重要性逐渐变得明显,因为它们调节基因表达,这是生物体生存所必需的,它们是推动进化的重要因素。由于所有生物体的基因组中都存在多个转座子,因此转座子可能在其漫长的历史中被激活并增加拷贝数。本文综述了环境胁迫作为转座子激活的一个因素,特别关注植物中被环境胁迫激活的转座子。目前已知植物对环境胁迫有多种反应方式,相应的,许多转座子对胁迫也有反应。本文综述了环境胁迫与转座子的关系,包括转座子的激活机制以及转座子的激活对寄主植物的影响。
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引用次数: 5
Screening of biomarkers associated with diagnosis and prognosis of colorectal cancer. 结直肠癌诊断和预后相关生物标志物的筛选。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-10-18 Epub Date: 2022-09-15 DOI: 10.1266/ggs.21-00072
Mingfu Cui, Haiyan Zhang, Songyun Han, Feng Huo, Zhaoming Shen, Dayong Ding

We aimed to explore biomarkers associated with diagnosis and prognosis of colorectal cancer. Differentially expressed protein (DEP) genes were obtained and validated. Moreover, co-expressed genes were screened and their prognostic value was evaluated. In addition, miRNAs that were negatively correlated with DEP genes were identified and used to construct a competitive endogenous RNA network. Furthermore, a support vector machine model was built using DEP genes, and a receiver operating characteristic curve was implemented to confirm its prediction performance. The results showed that only one DEP gene, CCL26, was obtained. Moreover, 43 genes co-expressed with CCL26 were identified, among which six (AP3M2, DAPK1, ISYNA1, PPM1K, PRR4 and RNF122) were linked with the prognosis of colorectal cancer. Besides, the axis RP11-47122.2/RP11-527N22.1-hsa-miR-3192-5p-CCL26 was identified as an lncRNA-miRNA-target gene network. Support vector machine model analysis showed that the area under the curve of CCL26 reached 0.878 based on GEO data and 0.743 based on our protein data. In conclusion, AP3M2, DAPK1, ISYNA1, PPM1K, PRR4, RNF122, CCL26 and hsa-miR-3192-5p appear to be related to the progression of colorectal cancer.

我们的目的是探索与结直肠癌诊断和预后相关的生物标志物。获得并验证了差异表达蛋白(DEP)基因。此外,筛选共表达基因并评估其预后价值。此外,还鉴定了与DEP基因负相关的mirna,并用于构建竞争性内源性RNA网络。在此基础上,利用DEP基因构建支持向量机模型,并实现了接收者工作特征曲线,验证了其预测性能。结果表明,只获得了一个DEP基因CCL26。此外,共鉴定出43个与CCL26共表达的基因,其中与结直肠癌预后相关的基因有6个(AP3M2、DAPK1、ISYNA1、PPM1K、PRR4和RNF122)。此外,RP11-47122.2/RP11-527N22.1-hsa-miR-3192-5p-CCL26轴被鉴定为lncrna - mirna -靶基因网络。支持向量机模型分析表明,基于GEO数据的CCL26曲线下面积为0.878,基于我们的蛋白质数据的CCL26曲线下面积为0.743。综上所述,AP3M2、DAPK1、ISYNA1、PPM1K、PRR4、RNF122、CCL26和hsa-miR-3192-5p似乎与结直肠癌的进展有关。
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引用次数: 2
Temporal dynamics of mildly deleterious nonsynonymous substitutions in mitochondrial gene sequences in rodents and moles. 啮齿类动物和鼹鼠线粒体基因序列中轻度有害的非同义替换的时间动力学。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-10-18 Epub Date: 2022-06-25 DOI: 10.1266/ggs.21-00079
Yuta Inoue, Hitoshi Suzuki

We have previously estimated the evolutionary rate (number of substitutions/site/million years) of mitochondrial cytochrome b gene (Cytb) sequences in rodents and moles to be about 0.11 at more recent divergence times of tens of thousands of years, and to decrease rapidly to about 0.03 at more distant divergence times. Because this time dependency is thought to be caused by the removal of mildly deleterious substitutions in later generations, we focused in this study on the abundance of nonsynonymous substitutions. We collected 23 haplogroups of Cytb with signals of late Quaternary population expansion events from rodents and moles and categorized them into three groups for comparison based on predicted expansion start time: 5,000-15,000 years ago (Group I), ca. 53,000 years ago (Group II) and 130,000-230,000 years ago (Group III). We counted the numbers of nonsynonymous and synonymous substitutions in all haplogroups. The rates of nonsynonymous substitutions were lowest in Groups II and III (0.08-0.22), whereas those in Group I varied markedly. We further classified Group I into two subgroups based on high (0.29-0.43) and low (0.09-0.20) nonsynonymous substitution rates, which were likely to be associated with the start of the expansion within 10,000 years and at around 15,000 years ago, respectively. The Group II and III networks had two- or three-step star-shaped structures and tended to exhibit frequent and less frequent nonsynonymous substitutions on exterior and interior branches, respectively. Based on temporal dynamics, nonsynonymous mitochondrial DNA (mtDNA) substitutions in small mammals accounted for at most 40% of all substitutions during the early evolutionary stage and then rapidly declined, dropping to approximately 15%. The results of this study provide a good explanation of the time-dependent trend in the mtDNA evolution rate predicted in previous work.

我们先前估计,在啮齿类动物和鼹鼠中,线粒体细胞色素b基因(Cytb)序列的进化速率(替换数/位点数/百万年)在较近的数万年分化时间内约为0.11,在较远的分化时间内迅速下降至约0.03。由于这种时间依赖性被认为是由于在后代中去除轻度有害的替换引起的,因此我们在本研究中重点研究了非同义替换的丰度。我们从啮齿类动物和鼹鼠中收集了23个具有晚第四纪种群扩张事件信号的Cytb单倍群,并根据预测的扩张开始时间将它们分为3组进行比较:5,000-15,000年前(第一组),约53,000年前(第二组)和13万-23万年前(第三组)。我们统计了所有单倍群中非同义和同义替换的数量。非同义替换率在组II和组III中最低(0.08-0.22),而在组I中差异显著。我们进一步根据高(0.29-0.43)和低(0.09-0.20)的非同义取代率将类群I划分为两个亚类群,这两个亚类群可能分别与1万年前和1.5万年前的扩张开始有关。第二组和第三组网络具有两步或三步星形结构,分别在外部和内部分支上表现出频繁和不频繁的非同义取代。基于时间动力学,小型哺乳动物的非同义线粒体DNA (mtDNA)替换在早期进化阶段最多占所有替换的40%,然后迅速下降,降至约15%。本研究结果很好地解释了前人预测的mtDNA进化速率随时间变化的趋势。
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引用次数: 1
Construction of a massive genetic resource by transcriptome sequencing and genetic characterization of Megasyllis nipponica (Annelida: Syllidae). 利用转录组测序和遗传特征构建庞大的遗传资源。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-10-18 Epub Date: 2022-09-06 DOI: 10.1266/ggs.21-00137
Yoshinobu Hayashi, Kohei Oguchi, Mayuko Nakamura, Shigeyuki Koshikawa, Toru Miura

Understanding the processes and consequences of the morphological diversity of organisms is one of the major goals of evolutionary biology. Studies on the evolution of developmental mechanisms of morphologies, or evo-devo, have been extensively conducted in many taxa and have revealed many interesting phenomena at the molecular level. However, many other taxa exhibiting intriguing morphological diversity remain unexplored in the field of evo-devo. Although the annelid family Syllidae shows spectacular diversity in morphological development associated with reproduction, its evo-devo study, especially on molecular development, has progressed slowly. In this study, we focused on Megasyllis nipponica as a new model species for evo-devo in syllids and performed transcriptome sequencing to develop a massive genetic resource, which will be useful for future molecular studies. From the transcriptome data, we identified candidate genes that are likely involved in morphogenesis, including genes involved in hormone regulation, sex determination and appendage development. Furthermore, a computational analysis of the transcriptome sequence data indicated the occurrence of DNA methylation in coding regions of the M. nipponica genome. In addition, flow cytometry analysis showed that the genome size of M. nipponica was approximately 524 megabases. These results facilitate the study of morphogenesis in molecular terms and contribute to our understanding of the morphological diversity in syllids.

了解生物体形态多样性的过程和结果是进化生物学的主要目标之一。形态学发育机制的进化研究已经在许多分类群中广泛开展,并揭示了许多有趣的分子水平现象。然而,在进化-devo领域,许多其他表现出有趣形态多样性的分类群仍未被探索。尽管环节动物Syllidae在与生殖相关的形态发育方面表现出惊人的多样性,但其进化研究,特别是在分子发育方面的研究进展缓慢。在本研究中,我们将Megasyllis nipponica作为syllids进化的新模式物种,并进行转录组测序,以开发大量的遗传资源,为未来的分子研究提供有用的数据。从转录组数据中,我们确定了可能参与形态发生的候选基因,包括参与激素调节、性别决定和附属物发育的基因。此外,对转录组序列数据的计算分析表明,在M. nipponica基因组的编码区发生了DNA甲基化。此外,流式细胞术分析显示,日本稻的基因组大小约为524兆碱基。这些结果促进了分子形态发生的研究,有助于我们对syllids形态多样性的理解。
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引用次数: 1
Identification of aberrant transcription termination at specific gene loci with DNA hypomethylated transcription termination sites caused by DNA methyltransferase deficiency. DNA甲基转移酶缺乏引起的DNA低甲基化转录终止位点特异性基因位点异常转录终止的鉴定。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-10-18 Epub Date: 2022-09-06 DOI: 10.1266/ggs.21-00092
Masaki Shirai, Takuya Nara, Haruko Takahashi, Kazuya Takayama, Yuan Chen, Yudai Hirose, Masashi Fujii, Akinori Awazu, Nobuyoshi Shimoda, Yutaka Kikuchi

CpG methylation of genomic DNA is a well-known repressive epigenetic marker in eukaryotic transcription, and DNA methylation of promoter regions is correlated with gene silencing. In contrast to the promoter regions, the function of DNA methylation during transcription termination remains to be elucidated. A recent study revealed that mouse DNA methyltransferase 3a (Dnmt3a) mainly functions in de novo methylation in the promoter and gene body regions, including transcription termination sites (TTSs), during development. To investigate the relationship between DNA methylation overlapping the TTSs and transcription termination, we performed bioinformatics analysis using six pre-existing Dnmt-/- mouse cell datasets: four types of neurons (three Dnmt3a-/- and one Dnmt1-/- mutants) and two types of embryonic fibroblasts (MEFs) (Dnmt3a-/- and Dnmt3b-/- mutants). Combined analyses using methylome and transcriptome data revealed that read counts downstream of hypomethylated TTSs were increased in three types of neurons (two Dnmt3a-/- and one Dnmt1-/- mutants). Among these, an increase in chimeric transcripts downstream of the TTSs was observed in Dnmt3a-/- mature olfactory sensory neurons and Dnmt3a-/- agouti-related peptide (protein)-producing neurons, thereby indicating that read-through occurs in hypomethylated TTSs at specific gene loci in these two mutants. Conversely, in Dnmt3a-/- MEFs, we detected reductions in read counts downstream of hypomethylated TTSs. These results indicate that the hypomethylation of TTSs can both positively and negatively regulate transcription termination, dependent on Dnmt and cell types. This study is the first to identify the aberrant termination of transcription at specific gene loci with DNA hypomethylated TTSs attributable to Dnmt deficiency.

基因组DNA的CpG甲基化是真核生物转录中一个众所周知的抑制表观遗传标记,而启动子区域的DNA甲基化与基因沉默有关。与启动子区域相反,DNA甲基化在转录终止过程中的功能仍有待阐明。最近的一项研究表明,小鼠DNA甲基转移酶3a (Dnmt3a)主要在发育过程中启动子和基因体区域(包括转录终止位点(TTSs))的从头甲基化中起作用。为了研究DNA甲基化与TTSs重叠与转录终止之间的关系,我们使用六种已有的Dnmt-/-小鼠细胞数据集进行了生物信息学分析:四种神经元(三种Dnmt3a-/-和一种Dnmt1-/-突变体)和两种胚胎成纤维细胞(Dnmt3a-/-和Dnmt3b-/-突变体)。使用甲基组和转录组数据的联合分析显示,三种类型的神经元(两种Dnmt3a-/-和一种Dnmt1-/-突变体)中低甲基化tss下游的读取计数增加。其中,在Dnmt3a-/-成熟嗅觉感觉神经元和Dnmt3a-/-针刺相关肽(蛋白)产生神经元中,TTSs下游嵌合转录物增加,这表明在这两个突变体中,特定基因位点的低甲基化TTSs发生了通读。相反,在Dnmt3a-/- mef中,我们检测到低甲基化tss下游的读取计数减少。这些结果表明,TTSs的低甲基化可以正或负调节转录终止,这取决于Dnmt和细胞类型。这项研究首次发现了Dnmt缺乏导致的DNA低甲基化tss在特定基因位点的转录异常终止。
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引用次数: 0
Euchromatin factors HULC and Set1C affect heterochromatin organization and mating-type switching in fission yeast Schizosaccharomyces pombe. 常染色质因子HULC和Set1C影响裂糖酵母异染色质组织和交配型转换。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-10-18 DOI: 10.1266/ggs.22-00012
Alfredo Esquivel-Chávez, Takahisa Maki, Hideo Tsubouchi, Testuya Handa, Hiroshi Kimura, James E Haber, Geneviève Thon, Hiroshi Iwasaki

Mating-type (P or M) of fission yeast Schizosaccharomyces pombe is determined by the transcriptionally active mat1 cassette and is switched by gene conversion using a donor, either mat2 or mat3, located in an adjacent heterochromatin region (mating-type switching; MTS). In the switching process, heterochromatic donors of genetic information are selected based on the P or M cell type and on the action of two recombination enhancers, SRE2 promoting the use of mat2-P and SRE3 promoting the use of mat3-M, leading to replacement of the content of the expressed mat1 cassette. Recently, we found that the histone H3K4 methyltransferase complex Set1C participates in donor selection, raising the question of how a complex best known for its effects in euchromatin controls recombination in heterochromatin. Here, we report that the histone H2BK119 ubiquitin ligase complex HULC functions with Set1C in MTS, as mutants in the shf1, brl1, brl2 and rad6 genes showed defects similar to Set1C mutants and belonged to the same epistasis group as set1Δ. Moreover, using H3K4R and H2BK119R histone mutants and a Set1-Y897A catalytic mutant, we found that ubiquitylation of histone H2BK119 by HULC and methylation of histone H3K4 by Set1C are functionally coupled in MTS. Cell-type biases in MTS in these mutants suggested that HULC and Set1C inhibit the use of the SRE3 recombination enhancer in M cells, thus favoring SRE2 and mat2-P. Consistent with this, imbalanced switching in the mutants was traced to compromised association of the directionality factor Swi6 with the recombination enhancers in M cells. Based on their known effects at other chromosomal locations, we speculate that HULC and Set1C control nucleosome mobility and strand invasion near the SRE elements. In addition, we uncovered distinct effects of HULC and Set1C on histone H3K9 methylation and gene silencing, consistent with additional functions in the heterochromatic domain.

裂糖酵母(Schizosaccharomyces pombe)的交配型(P或M)由转录活性的mat1盒决定,并通过位于相邻异染色质区域的供体mat2或mat3的基因转换来切换(交配型切换;MTS)。在转换过程中,根据P或M细胞类型以及两种重组增强子(SRE2促进mat2-P的使用,SRE3促进mat3-M的使用)的作用选择遗传信息的异色供体,导致表达的mat1盒的内容被替换。最近,我们发现组蛋白H3K4甲基转移酶复合物Set1C参与供体选择,提出了一个以其在常染色质中的作用而闻名的复合物如何控制异染色质中的重组的问题。在这里,我们报道了组蛋白H2BK119泛素连接酶复合体HULC在MTS中与Set1C一起起作用,因为shf1、brl1、brl2和rad6基因的突变体表现出与Set1C突变体相似的缺陷,并且与set1Δ属于同一组。此外,利用H3K4R和H2BK119R组蛋白突变体以及Set1-Y897A催化突变体,我们发现在MTS中,HULC对组蛋白H2BK119的泛素化和Set1C对组蛋白H3K4的甲基化在功能上偶联,这些突变体在MTS中的细胞类型偏倚表明,HULC和Set1C抑制了M细胞中SRE3重组增强子的使用,从而有利于SRE2和mat2-P。与此一致,突变体中的不平衡开关可追溯到M细胞中方向性因子Swi6与重组增强子的关联受损。基于它们在其他染色体位置的已知作用,我们推测HULC和Set1C控制核小体的流动性和SRE元件附近的链入侵。此外,我们发现了HULC和Set1C对组蛋白H3K9甲基化和基因沉默的明显影响,这与异色结构域的其他功能一致。
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引用次数: 0
Role of Error Catastrophe in Transmission Ability of Virus 错误突变在病毒传播能力中的作用
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-07-04 DOI: 10.1101/2022.06.28.22276997
N. Takahata, Hirotaka Sugawara
The role played by "error catastrophe" is explicitly taken into account in the mathematical formulation to analyze the COVID-19 data. The idea is to combine the mathematical genetics formalism of the error catastrophe of mutations in the virus gene loci with the standard model of epidemics which lacks the explicit incorporation of the mutation effect on the spreading of the viruses. We apply the formalism to the case of SARS-CoV-2 virus. We assume the "universality" of the error catastrophe in the process of analyzing the data. This means that some basic parameter to describe the error catastrophe is independent of which group (country or city) we deal with. Concretely, we analyze the omicron data of South Africa and then analyze the cases of Japan using the same value of the basic parameter derived in the South Africa analysis. The result shows the validity of our universality assumption.
在分析新冠肺炎数据的数学公式中,明确考虑了“错误灾难”所扮演的角色。其想法是将病毒基因座突变的错误突变的数学遗传学形式与流行病的标准模型相结合,后者缺乏对病毒传播的突变效应的明确结合。我们将形式主义应用于严重急性呼吸系统综合征冠状病毒2型的病例。在分析数据的过程中,我们假设了误差突变的“普遍性”。这意味着,描述误差突变的一些基本参数与我们处理的群体(国家或城市)无关。具体来说,我们分析了南非的奥密克戎数据,然后使用南非分析中得出的基本参数的相同值分析了日本的病例。结果表明了我们的普遍性假设的有效性。
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引用次数: 0
BpEIL1 negatively regulates resistance to Rhizoctonia solani and Alternaria alternata in birch. BpEIL1负调控白桦对茄枯丝核菌和互花病菌的抗性。
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-06-09 DOI: 10.1266/ggs.21-00098
Ranhong Li, Jingjing Sun, Xiaomeng Ning, Dan Liu, Xin Chen
Pathogen attacks affect tree health, causing considerable economic losses as well as serious damage to the surrounding environment. Understanding the disease resistance mechanisms of trees is important for tree breeding. In previous studies on birch (Betula platyphylla × B. pendula), we identified a lesion mimic mutant called lmd. We found that reduced expression of BpEIL1 was responsible for the phenotype in lmd. Following cloning, we acquired several BpEIL1 overexpression and suppression lines in birch. In this study, we cloned the BpEIL1 promoter and found that BpEIL1 was primarily expressed in leaves, particularly in veins. We further studied the traits of transgenic lines and the function of BpEIL1 in disease resistance in birch using the BpEIL1 overexpression line OE9, the suppression line SE13 and the non-transgenic line NT. We found that hydrogen peroxide accumulated in SE13 leaves. Ascorbate peroxidase and catalase activity significantly increased in SE13. SE13 was more resistant to the fungal pathogens Alternaria alternata and Rhizoctonia solani than were the OE9 and NT lines. RNA-seq indicated that pathways related to signal transduction, disease resistance and plant immunity were enriched in SE13. BpEIL1 is thus a negative regulatory transcription factor for disease resistance in birch. This study provides a reference for disease resistance of birch and other trees.
病原体攻击影响树木健康,造成相当大的经济损失,并对周围环境造成严重破坏。了解树木的抗病机制对树木育种很重要。在之前对桦树(Betula platyphylla×B.pendula)的研究中,我们鉴定了一种称为lmd的病变模拟突变体。我们发现BpEIL1的表达减少是lmd表型的原因。克隆后,我们在桦树中获得了几个BpEIL1过表达和抑制系。在这项研究中,我们克隆了BpEIL1启动子,发现BpEIL 1主要在叶片中表达,尤其是在叶脉中。利用BpEIL1过表达株系OE9、抑制株系SE13和非转基因株系NT,进一步研究了转基因株系的特性和BpEIL 1在桦树抗病性中的作用。在SE13中抗坏血酸过氧化物酶和过氧化氢酶活性显著增加。SE13对真菌病原Alternaria alternata和Rhizoctonia solani的抗性高于OE9和NT系。RNA-seq表明,SE13中富集了与信号转导、抗病性和植物免疫相关的途径。因此BpEIL1是桦树抗病性的负调控转录因子。本研究为桦树及其他树木的抗病性提供了参考。
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引用次数: 0
S100A9 and SOCS3 as diagnostic biomarkers of acute myocardial infarction and their association with immune infiltration. S100A9和SOCS3作为急性心肌梗死的诊断性生物标志物及其与免疫浸润的关系
IF 1.1 4区 生物学 Q2 Medicine Pub Date : 2022-06-09 DOI: 10.1266/ggs.21-00073
Ze-Liang Lin, Yan-Cun Liu, Yu-lei Gao, Xinsen Chen, Chao Wang, Song-Tao Shou, Y. Chai
Acute myocardial infarction (AMI) is one of the leading causes of death globally, with a mortality rate of over 20%. However, the diagnostic biomarkers frequently used in current clinical practice have limitations in both sensitivity and specificity, likely resulting in delayed diagnosis. This study aimed to identify potential diagnostic biomarkers for AMI and explored the possible mechanisms involved. Datasets were retrieved from the Gene Expression Omnibus. First, we identified differentially expressed genes (DEGs) and preserved modules, from which we identified candidate genes by LASSO (least absolute shrinkage and selection operator) regression and the SVM-RFE (support vector machine-recursive feature elimination) algorithm. Subsequently, we used ROC (receiver operating characteristic) analysis to evaluate the diagnostic accuracy of the candidate genes. Thereafter, functional enrichment analysis and an analysis of immune infiltration were implemented. Finally, we assessed the association between biomarkers and biological processes, infiltrated cells, clinical traits, tissues and time points. We identified nine preserved modules containing 1,016 DEGs and managed to construct a diagnostic model with high accuracy (GSE48060: AUC = 0.923; GSE66360: AUC = 0.973) incorporating two genes named S100A9 and SOCS3. Functional analysis revealed the pivotal role of inflammation; immune infiltration analysis indicated that eight cell types (monocytes, epithelial cells, neutrophils, CD8+ T cells, Th2 cells, NK cells, NKT cells and platelets) were likely involved in AMI. Furthermore, we observed that S100A9 and SOCS3 were correlated with inflammation, variably infiltrated cells, clinical traits of patients, sampling tissues and sampling time points. In conclusion, we suggested S100A9 and SOCS3 as diagnostic biomarkers of AMI and discovered their association with inflammation, infiltrated immune cells and other factors.
急性心肌梗死(AMI)是全球死亡的主要原因之一,死亡率超过20%。然而,当前临床实践中经常使用的诊断生物标志物在敏感性和特异性方面都有局限性,可能导致诊断延迟。本研究旨在确定AMI的潜在诊断生物标志物,并探讨其可能的机制。从基因表达综合数据库中检索数据集。首先,我们鉴定了差异表达基因(DEG)和保留的模块,并通过LASSO(最小绝对收缩和选择算子)回归和SVM-RFE(支持向量机递归特征消除)算法从中鉴定了候选基因。随后,我们使用ROC(受体操作特征)分析来评估候选基因的诊断准确性。此后,进行功能富集分析和免疫浸润分析。最后,我们评估了生物标志物与生物学过程、浸润细胞、临床特征、组织和时间点之间的关系。我们鉴定了9个含有1016个DEG的保存模块,并成功构建了一个高准确度的诊断模型(GSE48060:AUC=0.923;GSE66360:AUC=0.0973),该模型包含两个名为S100A9和SOCS3的基因。功能分析揭示了炎症的关键作用;免疫浸润分析表明,8种细胞类型(单核细胞、上皮细胞、中性粒细胞、CD8+T细胞、Th2细胞、NK细胞、NKT细胞和血小板)可能参与AMI。此外,我们观察到S100A9和SOCS3与炎症、可变浸润细胞、患者的临床特征、采样组织和采样时间点相关。总之,我们建议S100A9和SOCS3作为AMI的诊断生物标志物,并发现它们与炎症、浸润的免疫细胞和其他因素有关。
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Genes & genetic systems
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