Multigene Family

多基因家族
  • 文章类型: Journal Article
    背景:成髓细胞病(MYB)转录因子(TF)家族是植物中最大,最重要的TF家族之一,在生命周期和非生物胁迫中起着重要作用。
    结果:在这项研究中,从Avenasativa中鉴定出268个AvenasativaMYB(AsMYB)TFs,并根据它们在染色体上的位置顺序进行命名,分别。进行AsMYB和拟南芥MYB蛋白的系统发育分析以确定它们的同源性,AsMYB1R蛋白分为5个亚组,AsMYB2R蛋白分为34个亚组。亚组之间的保守域和基因结构高度保守。在转录数据的转录组中筛选了8个差异表达的AsMYB基因,并通过RT-qPCR进行验证。AsMYB2R亚群中的三个基因,这与缩短的生长期有关,气孔关闭,PEG诱导的干旱胁迫以及养分和水分的运输,进行了更详细的调查。AsMYB1R亚组基因LHY和REV1,以及GST,调节ROS稳态以确保ROS信号转导并清除过量的ROS以避免氧化损伤。
    结论:这项研究的结果证实,AsMYBTFs家族参与了干旱胁迫下ROS的稳态调节。这为进一步研究AsMYBTFs家族参与调节水稻干旱响应机制奠定了基础。
    BACKGROUND: The myeloblastosis (MYB) transcription factor (TF) family is one of the largest and most important TF families in plants, playing an important role in a life cycle and abiotic stress.
    RESULTS: In this study, 268 Avena sativa MYB (AsMYB) TFs from Avena sativa were identified and named according to their order of location on the chromosomes, respectively. Phylogenetic analysis of the AsMYB and Arabidopsis MYB proteins were performed to determine their homology, the AsMYB1R proteins were classified into 5 subgroups, and the AsMYB2R proteins were classified into 34 subgroups. The conserved domains and gene structure were highly conserved among the subgroups. Eight differentially expressed AsMYB genes were screened in the transcriptome of transcriptional data and validated through RT-qPCR. Three genes in AsMYB2R subgroup, which are related to the shortened growth period, stomatal closure, and nutrient and water transport by PEG-induced drought stress, were investigated in more details. The AsMYB1R subgroup genes LHY and REV 1, together with GST, regulate ROS homeostasis to ensure ROS signal transduction and scavenge excess ROS to avoid oxidative damage.
    CONCLUSIONS: The results of this study confirmed that the AsMYB TFs family is involved in the homeostatic regulation of ROS under drought stress. This lays the foundation for further investigating the involvement of the AsMYB TFs family in regulating A. sativa drought response mechanisms.
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  • 文章类型: Journal Article
    背景:dririgent(DIR)基因编码蛋白质,这些蛋白质充当植物木质素生物合成的关键调节剂。在茄科物种中,DIR基因家族成员与植物生长发育密切相关,在应对各种生物和非生物胁迫中起着关键作用。在茄科物种中,分析DIR基因家族和在各种病原体胁迫下的表达谱将具有重要的应用意义。
    结果:根据其各自的基因组序列,共鉴定了57种烟草NtDIR和33种马铃薯StDIR。烟草中DIR基因的系统发育分析,马铃薯,茄子和拟南芥揭示了三个不同的亚组(DIR-a,DIR-b/d和DIR-e)。基因结构和保守基序分析表明,烟草和马铃薯DIR基因的外显子/内含子组织和蛋白质基序高度保守,尤其是在同一个亚家族的成员中.共8对串联重复基因(烟草中的3对,马铃薯中的5对)和13对节段重复基因(烟草中的6对,根据基因重复事件的分析鉴定了马铃薯中的7对)。DIR启动子的顺式调节元件参与激素反应,应激反应,昼夜节律控制,胚乳表达,和分生组织表达。生物胁迫下的转录组数据分析揭示了DIR基因家族成员对病原体的不同反应模式,表明它们的功能分歧。接种青枯雷尔氏菌(Ras)96小时后,烟草幼苗表现出典型的烟草青枯病症状。对11个选定的NtDIR基因的qRT-PCR分析显示出响应于细菌病原体Ras感染的差异表达模式。使用392278线的马铃薯作为材料,马铃薯晚疫病的典型症状表现在致病疫霉感染下的幼苗叶片上。5个选择的StDIR基因的qRT-PCR分析显示响应于病原体感染的上调。值得注意的是,三个成簇基因(NtDIR2、NtDIR4、StDIR3)对病原体感染表现出强烈的反应,强调它们在抗病中的重要作用。
    结论:全基因组鉴定,进化分析,烟草和马铃薯中对各种病原体感染的DIR基因的表达谱为这些基因在各种胁迫条件下的作用提供了有价值的见解。我们的结果可以为病原体感染条件下DIR基因家族的进一步功能分析提供基础。
    BACKGROUND: The dirigent (DIR) genes encode proteins that act as crucial regulators of plant lignin biosynthesis. In Solanaceae species, members of the DIR gene family are intricately related to plant growth and development, playing a key role in responding to various biotic and abiotic stresses. It will be of great application significance to analyze the DIR gene family and expression profile under various pathogen stresses in Solanaceae species.
    RESULTS: A total of 57 tobacco NtDIRs and 33 potato StDIRs were identified based on their respective genome sequences. Phylogenetic analysis of DIR genes in tobacco, potato, eggplant and Arabidopsis thaliana revealed three distinct subgroups (DIR-a, DIR-b/d and DIR-e). Gene structure and conserved motif analysis showed that a high degree of conservation in both exon/intron organization and protein motifs among tobacco and potato DIR genes, especially within members of the same subfamily. Total 8 pairs of tandem duplication genes (3 pairs in tobacco, 5 pairs in potato) and 13 pairs of segmental duplication genes (6 pairs in tobacco, 7 pairs in potato) were identified based on the analysis of gene duplication events. Cis-regulatory elements of the DIR promoters participated in hormone response, stress responses, circadian control, endosperm expression, and meristem expression. Transcriptomic data analysis under biotic stress revealed diverse response patterns among DIR gene family members to pathogens, indicating their functional divergence. After 96 h post-inoculation with Ralstonia solanacearum L. (Ras), tobacco seedlings exhibited typical symptoms of tobacco bacterial wilt. The qRT-PCR analysis of 11 selected NtDIR genes displayed differential expression pattern in response to the bacterial pathogen Ras infection. Using line 392278 of potato as material, typical symptoms of potato late blight manifested on the seedling leaves under Phytophthora infestans infection. The qRT-PCR analysis of 5 selected StDIR genes showed up-regulation in response to pathogen infection. Notably, three clustered genes (NtDIR2, NtDIR4, StDIR3) exhibited a robust response to pathogen infection, highlighting their essential roles in disease resistance.
    CONCLUSIONS: The genome-wide identification, evolutionary analysis, and expression profiling of DIR genes in response to various pathogen infection in tobacco and potato have provided valuable insights into the roles of these genes under various stress conditions. Our results could provide a basis for further functional analysis of the DIR gene family under pathogen infection conditions.
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  • 文章类型: Journal Article
    一种新型的红树林土壤放线菌,菌株S2-29T,根据16SrRNA序列(99.24%的相似性)和基因组系统发育分析,发现与酿酒酵母5K548T最密切相关。然而,数字DNA-DNA杂交的显著分歧,平均核苷酸同一性,和独特的生物合成基因簇拥有将S2-29T区分为独特的糖聚孢菌物种。泛基因组评估显示,糖孢菌属具有出色的基因组灵活性,具有>95%的辅助基因组含量。菌株S2-29T有718个独特的基因,很大程度上与能量代谢有关,表明其近亲的代谢能力不同。菌株S2-29T中的几个未表征的生物合成基因簇强调了该菌株产生具有潜在生物技术应用的新型功能化合物的未开发能力。指定为新物种糖果酸孢菌。11月。(S2-29T型应变=JCM34,548T=CGMCC4.7716T)是有保证的,扩大已知的酵母菌多样性和生态学。这种适应红树林的菌株的发现促进了对该属的理解,同时突出了尚未开发的化学多样性来源。
    A novel mangrove soil-derived actinomycete, strain S2-29T, was found to be most closely related to Saccharopolyspora karakumensis 5K548T based on 16 S rRNA sequence (99.24% similarity) and genomic phylogenetic analyses. However, significant divergence in digital DNA-DNA hybridization, average nucleotide identity, and unique biosynthetic gene cluster possession distinguished S2-29T as a distinct Saccharopolyspora species. Pan genome evaluation revealed exceptional genomic flexibility in genus Saccharopolyspora, with > 95% accessory genome content. Strain S2-29T harbored 718 unique genes, largely implicated in energetic metabolisms, indicating different metabolic capacities from its close relatives. Several uncharacterized biosynthetic gene clusters in strain S2-29T highlighted the strain\'s untapped capacity to produce novel functional compounds with potential biotechnological applications. Designation as novel species Saccharopolyspora mangrovi sp. nov. (type strain S2-29T = JCM 34,548T = CGMCC 4.7716T) was warranted, expanding the known Saccharopolyspora diversity and ecology. The discovery of this mangrove-adapted strain advances understanding of the genus while highlighting an untapped source of chemical diversity.
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  • 文章类型: Journal Article
    背景:TCP(teosintebranched1/辛辛那塔/增殖细胞因子)家族在植物发育和胁迫反应中起着重要作用。然而,迄今为止,在蓖麻子中尚未发现TCP家族基因,因此,缺乏对蓖麻豆TCP基因的表达和功能方面的理解。确定蓖麻(RcTCP)TCP成员的潜在生物学功能,RcTCP家族成员的组成,它们的基本物理化学性质,亚细胞定位,相互作用的蛋白质,miRNA靶位点,并评估了应激下的基因表达模式。
    结果:在蓖麻的9条染色体上发现了20个RcTCP基因,所有这些都拥有TCP域。系统发育分析表明RcTCP基因与拟南芥AtTCP基因密切相关,暗示潜在的功能相似性。亚细胞定位实验证实RcTC01/02/03/10/16/18均位于细胞核内。蛋白质相互作用分析表明,RcTCP03/06/11蛋白的相互作用量最高,表明功能基因的级联反应。此外,发现RcTCP基因的启动子区含有大量的应激反应元件和激素诱导元件,表明RcTCP基因与应激反应功能之间存在潜在联系。qRT-PCR表明,所有RcTCP基因均表现出独特的组织特异性表达模式,其表达受非生物胁迫(包括低温,脱落酸,干旱,和高盐)。其中,RcTCP01/03/04/08/09/10/14/15/18/19基因可能是优秀的应激响应基因。
    结论:我们发现RcTCP基因在各种活动中起着至关重要的作用,包括成长和发展,应激反应,和转录。本研究为研究蓖麻RcTCP基因的功能提供了依据。
    BACKGROUND: The TCP (teosinte branched1/cincinnata/proliferating cell factor) family plays a prominent role in plant development and stress responses. However, TCP family genes have thus far not been identified in castor bean, and therefore an understanding of the expression and functional aspects of castor bean TCP genes is lacking. To identify the potential biological functions of castor bean (RcTCP) TCP members, the composition of RcTCP family members, their basic physicochemical properties, subcellular localizations, interacting proteins, miRNA target sites, and gene expression patterns under stress were assessed.
    RESULTS: The presence of 20 RcTCP genes on the nine chromosomes of castor bean was identified, all of which possess TCP domains. Phylogenetic analysis indicated a close relationship between RcTCP genes and Arabidopsis AtTCP genes, suggesting potential functional similarity. Subcellular localization experiments confirmed that RcTC01/02/03/10/16/18 are all localized in the nucleus. Protein interaction analysis revealed that the interaction quantity of RcTCP03/06/11 proteins is the highest, indicating a cascade response in the functional genes. Furthermore, it was found that the promoter region of RcTCP genes contains a large number of stress-responsive elements and hormone-induced elements, indicating a potential link between RcTCP genes and stress response functions. qRT-PCR showed that all RcTCP genes exhibit a distinct tissue-specific expression pattern and their expression is induced by abiotic stress (including low temperature, abscisic acid, drought, and high salt). Among them, RcTCP01/03/04/08/09/10/14/15/18/19 genes may be excellent stress-responsive genes.
    CONCLUSIONS: We discovered that RcTCP genes play a crucial role in various activities, including growth and development, the stress response, and transcription. This study provides a basis for studying the function of RcTCP gene in castor.
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  • 文章类型: Journal Article
    由水稻稻瘟病型小麦引起的小麦瘟疫现已成为全球粮食安全的严重威胁。这里,我们报道了小麦稻瘟病菌的重要致病因子,该因子被水稻抗性基因识别并可能被靶向。Pwt2的基于图谱的克隆表明,其功能等位基因是小麦稻瘟病菌的ACE1次生代谢基因簇,这是其有效渗透小麦细胞壁所必需的。ACE1是小麦的强烈侵略性所必需的,Eleusine,和黑麦草在各自宿主上的致病型,但对于水稻和谷子上的稻和狗尾草致病型却没有,分别。小麦稻瘟病群体中发现的所有ACE1等位基因都被水稻抗性基因识别,Pi33,当引入稻瘟病分离物时。逃避Pi33识别的ACE1突变不会影响稻瘟病菌对水稻的侵袭性,但会不可避免地损害小麦稻瘟病菌对小麦的侵袭性。这些结果表明,通过靶向小麦稻瘟病真菌的致命弱点,可以将已经在水稻中失败的稻瘟病抗性基因恢复为小麦的持久抗性基因。
    Wheat blast caused by Pyricularia oryzae pathotype Triticum is now becoming a very serious threat to global food security. Here, we report an essential pathogenicity factor of the wheat blast fungus that is recognized and may be targeted by a rice resistance gene. Map-based cloning of Pwt2 showed that its functional allele is the ACE1 secondary metabolite gene cluster of the wheat blast fungus required for its efficient penetration of wheat cell walls. ACE1 is required for the strong aggressiveness of Triticum, Eleusine, and Lolium pathotypes on their respective hosts, but not for that of Oryza and Setaria pathotypes on rice and foxtail millet, respectively. All ACE1 alleles found in wheat blast population are recognized by a rice resistance gene, Pi33, when introduced into rice blast isolates. ACE1 mutations for evading the recognition by Pi33 do not affect the aggressiveness of the rice blast fungus on rice but inevitably impair the aggressiveness of the wheat blast fungus on wheat. These results suggest that a blast resistance gene already defeated in rice may be revived as a durable resistance gene in wheat by targeting an Achilles heel of the wheat blast fungus.
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  • 文章类型: Journal Article
    利用生物信息学方法鉴定并分析了香附基因组中的Dof转录因子家族。分析结果显示,C.esculentus基因组包含29个Dof基因(CesDof),根据亚细胞定位预测,所有这些都位于细胞核中。CesDof蛋白有124到512个氨基酸,大多数是基本蛋白质。其二级结构主要为不规则卷曲。CesDof基因的启动子序列包含对光有反应的顺式作用元件,干旱,荷尔蒙,低温,和昼夜节律。密码子偏好分析表明,CesDof基因的密码子偏好末端在T/A。共线性分析显示C.esculentus具有三对共线的CesDof基因。此外,在拟南芥和拟南芥之间有15对共线基因。已发现C.esculentus和短孢之间的遗传关系最紧密。系统发育树分析显示,29个esdof基因可分为4个亚组。此外,预测144个miRNA靶向这些CesDof基因。此外,蛋白相互作用分析表明,15个Dof蛋白存在相互作用。干旱胁迫和盐胁迫处理实验的qRT-PCR验证结果表明,大多数CesDof基因参与了干旱胁迫和盐胁迫反应,干旱胁迫和盐胁迫条件下的基因表达趋势一致。这些结果为进一步研究C.esculentusDof基因家族的分子功能及其调控C.esculentus生命活动的分子机制奠定了理论基础。
    Dof transcription factor family in Cyperus esculentus genome was identified and analyzed using bioinformatics. The analysis results revealed that C.esculentus genome contains 29 Dof genes (CesDof), all of which are located in the nucleus according to subcellular localization prediction. CesDof proteinrs have a range of 124 to 512 amino acids, with most being basic proteins. Their secondary structure was mainly irregular curl. The promoter sequence of CesDof genes contains cis-acting elements that respond to light, drought, hormones, low temperature, and circadian rhythm. Codon preference analysis showed that CesDof genes\' codon preference ends in T/A. Collinearity analysis revealed that C.esculentus had three pairs of collinear CesDof genes. Additionally, there were 15 pairs of collinear genes between C.esculentus and Arabidopsis thaliana. The genetic relationship between C.esculentus and Rhynchospora pubera was found to be the closest. Phylogenetic tree analysis revealed that 29 CesDof genes of C.esculentus can be classified into 4 subgroups. Additionally, 144 miRNAs were predicted to target these CesDof genes. Furthermore, protein interaction analysis indicated that 15 Dof proteins in C.esculentus had interactions. The qRT-PCR verification results of drought stress and salt stress treatment experiments showed that most CesDof genes were involved in drought stress and salt stress responses, and the gene expression trends under drought stress and salt stress conditions were consistent. These results lay a theoretical foundation for further studying the molecular functions of Dof gene family in C.esculentus and its molecular mechanisms in regulating the life activities of C.esculentus.
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  • 文章类型: Journal Article
    GDP-L-半乳糖磷酸化酶(GGP)是植物抗坏血酸合成的关键限速酶,在植物生长发育和逆境胁迫反应中起着重要作用。然而,GGP的存在及其在马铃薯和胡椒中的功能尚不清楚。在这项研究中,我们首先使用全基因组搜索方法在每个马铃薯和辣椒基因组中鉴定了两个GGP基因。然后我们分析了它们的物理化学性质,保守域,蛋白质结构和系统发育关系。系统发育树分析显示,马铃薯和辣椒GGP基因家族的成员与茄子(SolanummelongenaL.)有关,拟南芥(拟南芥L.),烟草(NicotianatabacumL.)和番茄(SolanumlycopersicumL.),番茄是最密切相关的。启动子序列主要包含顺势疗法元件,如光反应,激素反应和应激反应,光响应元素是最丰富的。通过分析基因的结构,研究发现,马铃薯和辣椒的GGP基因家族中没有跨膜结构或信号肽,它的所有成员都是亲水性蛋白质。不同组织的表达谱表明,StGGP1在叶片中的表达量最高,StGGP2在雄蕊中的表达水平最高,和CaGGPs在果实发育早期(Dev1)具有最高的表达水平。发现StGGPs和CaGGPs基因对植物激素和非生物胁迫表现出不同的响应。脱落酸(ABA)处置引诱的StGGPs表达变更最显著,而在茉莉酸甲酯(MeJA)处理下,CaGGPs的表达变化最明显。StGPs主要对黑暗治疗有反应,而CaGGPs主要响应NaCl胁迫。这些结果为详细研究马铃薯和辣椒GGP同源基因在应对非生物胁迫中的功能提供了重要依据。
    GDP-L-galactose phosphorylase (GGP) is a key rate-limiting enzyme in plant ascorbic acid synthesis, which plays an important role in plant growth and development as well as stress response. However, the presence of GGP and its function in potato and pepper are not known. In this study, we first identified two GGP genes in each potato and pepper genomes using a genome-wide search approach. We then analyzed their physicochemical properties, conserved domains, protein structures and phylogenetic relationships. Phylogenetic tree analysis revealed that members of the potato and pepper GGP gene families are related to eggplant (Solanum melongena L.), Arabidopsis (Arabidopsis thaliana L.), tobacco (Nicotiana tabacum L.) and tomato (Solanum lycopersicum L.), with tomato being the most closely related. The promoter sequences mainly contain homeopathic elements such as light-responsive, hormone-responsive and stress-responsive, with light-responsive elements being the most abundant. By analyzing the structure of the genes, it was found that there is no transmembrane structure or signal peptide in the GGP gene family of potatoes and peppers, and that all of its members are hydrophilic proteins. The expression profiles of different tissues show that StGGP1 has the highest expression levels in leaves, StGGP2 has the highest expression levels in stamens, and CaGGPs have the highest expression levels in the early stages of fruit development (Dev1). It was found that StGGPs and CaGGPs genes showed different response to phytohormones and abiotic stresses. Abscisic acid (ABA) treatment induced the most significant change in the expression of StGGPs, while the expression of CaGGPs showed the most pronounced change under methyl jasmonate (MeJA) treatment. StGGPs responded mainly to dark treatment, whereas CaGGPs responded mainly to NaCl stress. These results provide an important basis for a detailed study about the functions of GGP homologous genes in potato and pepper in response to abiotic stresses.
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  • 文章类型: Journal Article
    背景:MADS-box基因家族广泛分布于植物界,及其成员通常编码转录因子以调节植物生长和发育的各个方面。特别是,MIKC型MADS-box基因在确定花器官发育和身份识别中起着至关重要的作用。作为一种雄性植物,Chionanthusretusus具有独特的性别差异。表现为只有雄性花的雄性个体和只有两性花的雌性个体。然而,由于缺乏参考基因组信息,C.retusus中MIKC型MADS-box基因的特征及其在C.retusus性别分化中的作用仍然未知。因此,有必要在C.retusus的基因组中鉴定和表征MADS-box基因家族。
    结果:在这项研究中,我们在C.retusus(2n=2x=46)中对MIKC型MADS-box基因进行了全基因组鉴定和分析,利用最新的参考基因组,并研究了其在不同性别个体中的表达模式。因此,我们在C.retusus中鉴定出61个MIKC型MADS-box基因。61个MIKC型MADS-box基因可分为12个亚家族,分布在18条染色体上。基因组共线性分析揭示了它们在进化中的保守性,而基因结构,结构域和基序分析表明它们在结构上是保守的。最后,根据它们在不同性别的花器官中的表达模式,我们已经确定CrMADS45和CrMADS60可能参与了C.retusus的性别分化。
    结论:我们的研究提供了对C.retusus中MIKC型MADS-box基因家族的保守性和特征的一般理解。已经证明AG亚家族的成员,CrMADS45和CrMADS60可能在C.retuus的性别分化中起重要作用。这为今后改良C.retusus花型育种工作及进一步研究MIKC型MADS-box基因在性别分化中的作用提供了参考。
    BACKGROUND: The MADS-box gene family is widely distributed in the plant kingdom, and its members typically encoding transcription factors to regulate various aspects of plant growth and development. In particular, the MIKC-type MADS-box genes play a crucial role in the determination of floral organ development and identity recognition. As a type of androdioecy plant, Chionanthus retusus have unique gender differentiation. Manifested as male individuals with only male flowers and female individuals with only bisexual flowers. However, due to the lack of reference genome information, the characteristics of MIKC-type MADS-box genes in C. retusus and its role in gender differentiation of C. retusus remain largely unknown. Therefore, it is necessary to identify and characterize the MADS-box gene family within the genome of the C. retusus.
    RESULTS: In this study, we performed a genome-wide identification and analysis of MIKC-type MADS-box genes in C. retusus (2n = 2x = 46), utilizing the latest reference genome, and studied its expression pattern in individuals of different genders. As a result, we identified a total of 61 MIKC-type MADS-box genes in C. retusus. 61 MIKC-type MADS-box genes can be divided into 12 subfamilies and distributed on 18 chromosomes. Genome collinearity analysis revealed their conservation in evolution, while gene structure, domains and motif analysis indicated their conservation in structure. Finally, based on their expression patterns in floral organs of different sexes, we have identified that CrMADS45 and CrMADS60 may potentially be involved in the gender differentiation of C. retusus.
    CONCLUSIONS: Our studies have provided a general understanding of the conservation and characteristics of the MIKC-type MADS-box genes family in C. retusus. And it has been demonstrated that members of the AG subfamily, CrMADS45 and CrMADS60, may play important roles in the gender differentiation of C. retusus. This provides a reference for future breeding efforts to improve flower types in C. retusus and further investigate the role of MIKC-type MADS-box genes in gender differentiation.
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  • 文章类型: Journal Article
    Sox基因家族,广泛分布在整个动物界的转录因子集合,在许多发育过程中起着至关重要的作用。棘皮动物在许多研究领域占有举足轻重的地位,比如神经科学,性别决定和分化,和胚胎发育。然而,到目前为止,尚未进行全面的研究来表征和分析棘皮动物中的Sox基因。在本研究中,使用生物信息学方法分析了11种棘皮动物中Sox家族基因的进化和表达。结果显示共有70个Sox基因,不同棘皮动物的计数范围从5到8。系统发育分析表明,鉴定的Sox基因可以分为七个不同的类别:SoxB1类,SoxB2类,SoxC类,SoxD类,SoxE类,SoxF类和SoxH类。值得注意的是,SoxB1,SoxB2和SoxF基因普遍存在于所有研究的棘皮动物中,这表明这些基因在棘皮动物中可能是保守的。在三种棘皮动物中观察到的Sox基因的时空表达模式表明,各种Sox成员发挥着不同的功能作用。值得注意的是,SoxB1可能参与棘皮动物卵巢发育,而SoxH可能在海星和海参的睾丸发育中起关键作用。总的来说,本研究为探索棘皮动物中的Sox基因提供了分子基础,为未来的系统发育和基因组研究提供了宝贵的资源。
    The Sox gene family, a collection of transcription factors widely distributed throughout the animal kingdom, plays a crucial role in numerous developmental processes. Echinoderms occupy a pivotal position in many research fields, such as neuroscience, sex determination and differentiation, and embryonic development. However, to date, no comprehensive study has been conducted to characterize and analyze Sox genes in echinoderms. In the present study, the evolution and expression of Sox family genes across 11 echinoderms were analyzed using bioinformatics methods. The results revealed a total of 70 Sox genes, with counts ranging from 5 to 8 across different echinoderms. Phylogenetic analysis revealed that the identified Sox genes could be categorized into seven distinct classes: the SoxB1 class, SoxB2 class, SoxC class, SoxD class, SoxE class, SoxF class and SoxH class. Notably, the SoxB1, SoxB2, and SoxF genes were ubiquitously present in all the echinoderms studied, which suggests that these genes may be conserved in echinoderms. The spatiotemporal expression patterns observed for Sox genes in the three echinoderms indicated that various Sox members perform distinct functional roles. Notably, SoxB1 is likely involved in echinoderm ovary development, while SoxH may play a crucial role in testis development in starfish and sea cucumber. In general, the present investigation provides a molecular foundation for exploring the Sox gene in echinoderms, providing a valuable resource for future phylogenetic and genomic studies.
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  • 文章类型: Journal Article
    背景:从基因表达数据中提取信息的一种广泛使用的方法是构建基因共表达网络和随后的基因簇计算检测,称为模块。WGCNA和相关方法是模块检测的事实上的标准。这项工作的目的是研究更复杂的算法对设计一种替代方法的适用性,该方法具有增强的提取生物学有意义的模块的潜力。
    结果:我们介绍了自学习基因聚类管道(SGCP),用于检测基因共表达网络中的模块的光谱方法。SGCP包含多个功能,使其与以前的工作不同,包括在自我学习步骤中利用基因本体论(GO)信息的新步骤。与在12个真实基因表达数据集上广泛使用的现有框架相比,我们表明SGCP产生具有较高GO富集的模块。此外,SGCP对与基线报告的术语大不相同的GO术语赋予最高的统计重要性。
    结论:在基因共表达网络中发现基因簇的现有框架是基于相对简单的算法组件。SGCP依赖于更新的算法技术,使高度丰富的模块具有独特的特点的计算,从而为基因共表达分析提供了一种新的替代工具。
    BACKGROUND: A widely used approach for extracting information from gene expression data employs the construction of a gene co-expression network and the subsequent computational detection of gene clusters, called modules. WGCNA and related methods are the de facto standard for module detection. The purpose of this work is to investigate the applicability of more sophisticated algorithms toward the design of an alternative method with enhanced potential for extracting biologically meaningful modules.
    RESULTS: We present self-learning gene clustering pipeline (SGCP), a spectral method for detecting modules in gene co-expression networks. SGCP incorporates multiple features that differentiate it from previous work, including a novel step that leverages gene ontology (GO) information in a self-leaning step. Compared with widely used existing frameworks on 12 real gene expression datasets, we show that SGCP yields modules with higher GO enrichment. Moreover, SGCP assigns highest statistical importance to GO terms that are mostly different from those reported by the baselines.
    CONCLUSIONS: Existing frameworks for discovering clusters of genes in gene co-expression networks are based on relatively simple algorithmic components. SGCP relies on newer algorithmic techniques that enable the computation of highly enriched modules with distinctive characteristics, thus contributing a novel alternative tool for gene co-expression analysis.
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