Comparative transcriptomics

比较转录组学
  • 文章类型: Journal Article
    背景:ACO(1-氨基环丙烷-1-羧酸)是植物乙烯合成途径中的关键酶,影响植物生物学的关键方面,如开花,果实成熟,和种子发育。
    目的:本研究旨在鉴定具有代表性的玫瑰科基因组中的ACO基因,通过整合同理信息来重建它们的系统发育关系,并研究其在果实发育过程中的表达模式和网络。
    方法:我们使用专门的隐马尔可夫模型(HMM),基于ACO基因编码蛋白的序列属性,系统地鉴定和分析玫瑰科植物科12个代表性物种的ACO基因家族成员。通过转录组分析,我们描述了ACO基因在六个不同的玫瑰科果实中的表达模式。
    结果:我们的调查显示,62种ACO基因分布在被调查的玫瑰科物种中,以主要在细胞质内表达的亲水性蛋白质为特征。系统发育分析将这些ACO基因分为三个可辨别的类别,即I类,二级,和第三类。通过共线性评估进一步审查表明这些类别之间缺乏共线性关系,突出每个类别中保守基序和启动子类型的变化。转录组分析揭示了与未显示呼吸爆发的水果相比,ACO基因在表达水平和趋势上的显着差异。采用加权基因共表达网络分析(WGCNA),我们发现,枇杷果实中ACO基因的共表达相关性与苹果中观察到的明显不同。我们的发现,源自基因本体论(GO)富集结果,表明ACO基因及其共表达的对应物参与了与枇杷中萜类代谢和碳水化合物合成有关的生物过程。此外,我们对基因调控网络(GRN)的探索强调了GNAT转录因子(Ejapchr1G00010380)在控制枇杷果实中ACO基因(Ejapchr10G00001110)过表达中的潜在关键作用。
    结论:构建的ACO蛋白HMM为鉴定植物ACO蛋白提供了一种精确和系统的方法,促进系统发育重建。来自代表性玫瑰科果实的ACO基因表现出不同的表达和调控模式,保证进一步的功能表征。
    BACKGROUND: ACO (1-aminocyclopropane-1-carboxylic acid) serves as a pivotal enzyme within the plant ethylene synthesis pathway, exerting influence over critical facets of plant biology such as flowering, fruit ripening, and seed development.
    OBJECTIVE: This study aims to identify ACO genes from representative Rosaceae genomes, reconstruct their phylogenetic relationships by integrating synteny information, and investigate their expression patterns and networks during fruit development.
    METHODS: we utilize a specialized Hidden Markov Model (HMM), crafted on the sequence attributes of ACO gene-encoded proteins, to systematically identify and analyze ACO gene family members across 12 representative species within the Rosaceae botanical family. Through transcriptome analysis, we delineate the expression patterns of ACO genes in six distinct Rosaceae fruits.
    RESULTS: Our investigation reveals the presence of 62 ACO genes distributed among the surveyed Rosaceae species, characterized by hydrophilic proteins predominantly expressed within the cytoplasm. Phylogenetic analysis categorizes these ACO genes into three discernible classes, namely Class I, Class II, and Class III. Further scrutiny via collinearity assessment indicates a lack of collinearity relationships among these classes, highlighting variations in conserved motifs and promoter types within each class. Transcriptome analysis unveils significant disparities in both expression levels and trends of ACO genes in fruits exhibiting respiratory bursts compared to those that do not. Employing Weighted Gene Co-Expression Network Analysis (WGCNA), we discern that the co-expression correlation of ACO genes within loquat fruit notably differs from that observed in apples. Our findings, derived from Gene Ontology (GO) enrichment results, signify the involvement of ACO genes and their co-expressed counterparts in biological processes linked to terpenoid metabolism and carbohydrate synthesis in loquat. Moreover, our exploration of gene regulatory networks (GRN) highlights the potential pivotal role of the GNAT transcription factor (Ejapchr1G00010380) in governing the overexpression of the ACO gene (Ejapchr10G00001110) within loquat fruits.
    CONCLUSIONS: The constructed HMM of ACO proteins offers a precise and systematic method for identifying plant ACO proteins, facilitating phylogenetic reconstruction. ACO genes from representative Rosaceae fruits exhibit diverse expression and regulative patterns, warranting further function characterizations.
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  • 文章类型: Journal Article
    基因组测序已成为生物学家的常规任务,但是基因结构注释的挑战仍然存在,阻碍准确的基因组和遗传研究。这里,我们提出了一个生物信息学工具包,SynGAP(基于Synteny的基因结构注释抛光剂),它利用基因同步信息完成基因组基因结构注释的精确和自动化抛光。SynGAP在改善基因结构注释质量和物种之间整合基因同合的分析方面提供了出色的功能。此外,表达变异指数设计用于比较转录组学分析,以探索在系统发育相关物种中观察到的不同性状发育的候选基因。
    Genome sequencing has become a routine task for biologists, but the challenge of gene structure annotation persists, impeding accurate genomic and genetic research. Here, we present a bioinformatics toolkit, SynGAP (Synteny-based Gene structure Annotation Polisher), which uses gene synteny information to accomplish precise and automated polishing of gene structure annotation of genomes. SynGAP offers exceptional capabilities in the improvement of gene structure annotation quality and the profiling of integrative gene synteny between species. Furthermore, an expression variation index is designed for comparative transcriptomics analysis to explore candidate genes responsible for the development of distinct traits observed in phylogenetically related species.
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  • 文章类型: Journal Article
    皮肤真菌生物膜经常被认为是对标准抗真菌治疗的反应不足和抗性。导致难治性慢性甲癣感染。尽管抗微生物光动力疗法(aPDT)已在临床上证明具有显着的抗真菌作用,甚至能够根除皮肤癣菌生物膜,关于aPDT潜在的分子机制以及可能拮抗其作用的信号网络的潜在失调,人们知之甚少。这项研究的目的是阐明aPDT对抗顽固性甲癣中皮肤癣菌生物膜的分子机制,并破译aPDT引起的潜在解毒过程,促进更有效的光动力干预措施的发展。我们应用全基因组比较转录组分析来研究aPDT如何破坏由三种不同的皮肤癣菌形成的甲癣生物膜,包括红色毛癣菌,毛癣菌,和石膏微孢子菌,最常见的致病物种。总的来说,在有或没有aPDT处理的情况下,获得了皮肤癣菌生物膜转录组的352.13Gb清洁数据,产生2,42242万次读取,GC含量为51.84%,覆盖率为99.9%,98.5%和99.4%的红毛虫注释基因,T.植叶植物,还有石膏M,分别。全基因组直系同源分析在所有三个物种中确定了6624个转录的单拷贝直系同源基因,和36.5%,其中6.8%和17.9%在aPDT处理后差异表达。综合正交分析表明,在所有研究的皮肤癣菌生物膜中,氧化还原酶活性的上调是对aPDT的高度保守的解毒信号改变。这项研究为aPDT抗皮肤癣菌生物膜作用下的分子机制提供了新的见解,并成功地确定了aPDT应用时保守的解毒调节。
    Dermatophyte biofilms frequently count for inadequate responses and resistance to standard antifungal treatments, resulting in refractory chronic onychomycosis infection. Although antimicrobial photodynamic therapy (aPDT) has clinically proven to exert significant antifungal effects or even capable of eradicating dermatophyte biofilms, considerably less is known about the molecular mechanisms underlying aPDT and the potential dysregulation of signaling networks that could antagonize its action. The aim of this study is to elucidate the molecular mechanisms underlining aPDT combat against dermatophyte biofilm in recalcitrant onychomycosis and to decipher the potential detoxification processes elicited by aPDT, facilitating the development of more effective photodynamic interventions. We applied genome-wide comparative transcriptome analysis to investigate how aPDT disrupting onychomycosis biofilm formed by three distinct dermatophytes, including Trichophyton rubrum, Trichophyton mentagrophytes, and Microsporum gypseum, the most frequently occurring pathogenic species. In total, 352.13 Gb of clean data were obtained for the transcriptomes of dermatophyte biofilms with or without aPDT treatment, resulting in 2,422.42 million reads with GC content of 51.84%, covering 99.9%, 98.5% and 99.4% of annotated genes of T. rubrum, T. mentagrophytes, and M. gypseum, respectively. The genome-wide orthologous analysis identified 6624 transcribed single-copy orthologous genes in all three species, and 36.5%, 6.8% and 17.9% of which were differentially expressed following aPDT treatment. Integrative orthology analysis demonstrated the upregulation of oxidoreductase activities is a highly conserved detoxification signaling alteration in response to aPDT across all investigated dermatophyte biofilms. This study provided new insights into the molecular mechanisms underneath anti-dermatophyte biofilm effects of aPDT and successfully identified a conserved detoxification regulation upon the aPDT application.
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  • 文章类型: Journal Article
    虽然偏振光可以帮助许多动物执行特殊的视觉任务,由城市建设引起的当前偏振光污染(PLP)已被证明会引起PL敏感动物的适应不良行为并改变生态相互作用。然而,潜在机制尚不清楚.我们先前的工作假设线性偏振光(LPL)是Oratosquillaoratoria的生态陷阱,一种在中国海域常见的食足动物。在这里,我们基于比较转录组学探索了人工LPL对O.oratoria的潜在负面影响。我们在连续暴露于自然光(NL)和LPL场景的口腔复眼中鉴定了3616个差异表达基因(DEGs)。与NL场景相比,在LPL情景下,从O.oratoria复眼获得了1972个上调基因和1644个下调基因,分别。此外,我们对上述DEGs进行了功能注释,并确定了65个与光转导相关的DEGs,繁殖,豁免权,和突触。根据功能信息,我们怀疑连续的LPL曝光会阻碍光的传播,破坏生殖过程,并导致O.oratoria的免疫反应逐渐失败。总之,这项研究首次在遗传水平上系统地描述了人工LPL暴露对口腔的负面影响,它可以改善PLP背后的生物保护理论。
    Although polarized light can assist many animals in performing special visual tasks, current polarized light pollution (PLP) caused by urban construction has been shown to induce maladaptive behaviors of PL-sensitive animals and change ecological interactions. However, the underlying mechanisms remain unclear. Our previous work hypothesized that linearly polarized light (LPL) is an ecological trap for Oratosquilla oratoria, a common Stomatopoda species in the China Sea. Here we explored the underlying negative effects of artificially LPL on O. oratoria based on comparative transcriptomics. We identified 3616 differentially expressed genes (DEGs) in O. oratoria compound eyes continuous exposed to natural light (NL) and LPL scenarios. In comparison with the NL scenario, a total of 1972 up- and 1644 down- regulated genes were obtained from the O. oratoria compound eyes under LPL scenario, respectively. Furthermore, we performed functional annotation of those DEGs described above and identified 65 DEGs related to phototransduction, reproduction, immunity, and synapse. Based on the functional information, we suspected that continuous LPL exposure could block the light transmission, disrupt the reproductive process, and lead to the progressive failure of the immune response of O. oratoria. In conclusion, this study is the first to systematically describe the negative effects of artificial LPL exposure on O. oratoria at the genetic level, and it can improve the biological conservation theory behind PLP.
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  • 文章类型: Journal Article
    广玉兰,一种原产于中国的雌雄异株树,不仅因为其作为危险物种的地位,而且因为其生物活性化合物在治疗应用中的潜力而得到认可。然而,其叶片发育和化合物生物合成的遗传基础没有得到很好的记录。我们的研究旨在通过比较转录组学弥合这一知识差距,分析不同叶片成熟期的基因表达。我们通过在幼体上应用RNA测序研究了广山叶片的转录组,tender,成熟的阶段。我们确定了差异表达基因(DEGs)以探索伴随发育轨迹的转录变化。我们的分析描绘了超过20,000个基因的转录景观,超过6000个DEGs突出了整个叶片成熟的显着转录变化。成熟的叶子在与光合作用相关的途径中表现出上调,细胞壁形成,和多糖生产,确认其结构完整性和专门的代谢功能。我们的GO和KEGG富集分析支持了这些发现。此外,我们揭示了协调的基因活性,将发育与合成治疗相关的多糖相关联。我们鉴定了四种在这种协同机制中潜在关键的新型糖基转移酶。我们的研究揭示了同时塑造结构和化学防御的互补进化力量。这些遗传机制校准叶片组织恢复力和生化功效。
    Magnolia kwangsiensis, a dioecious tree native to China, is recognized not only for its status as an at-risk species but also for its potential in therapeutic applications courtesy of its bioactive compounds. However, the genetic underpinnings of its leaf development and compound biosynthesis are not well documented. Our study aims to bridge this knowledge gap through comparative transcriptomics, analyzing gene expression through different leaf maturation stages. We studied the transcriptome of M. kwangsiensis leaves by applying RNA sequencing at juvenile, tender, and mature phases. We identified differentially expressed genes (DEGs) to explore transcriptional changes accompanying the developmental trajectory. Our analysis delineates the transcriptional landscape of over 20,000 genes with over 6000 DEGs highlighting significant transcriptional shifts throughout leaf maturation. Mature leaves demonstrated upregulation in pathways related to photosynthesis, cell wall formation, and polysaccharide production, affirming their structural integrity and specialized metabolic functions. Our GO and KEGG enrichment analyses underpin these findings. Furthermore, we unveiled coordinated gene activity correlating development with synthesizing therapeutically relevant polysaccharides. We identified four novel glycosyltransferases potentially pivotal in this synergistic mechanism. Our study uncovers the complementary evolutionary forces that concurrently sculpt structural and chemical defenses. These genetic mechanisms calibrate leaf tissue resilience and biochemical efficacy.
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  • 文章类型: Journal Article
    Understanding gene expression variations between species is pivotal for deciphering the evolutionary diversity in phenotypes. Rhesus macaques ( Macaca mulatta, MMU) and crab-eating macaques ( M. fascicularis, MFA) serve as crucial nonhuman primate biomedical models with different phenotypes. To date, however, large-scale comparative transcriptome research between these two species has not yet been fully explored. Here, we conducted systematic comparisons utilizing newly sequenced RNA-seq data from 84 samples (41 MFA samples and 43 MMU samples) encompassing 14 common tissues. Our findings revealed a small fraction of genes (3.7%) with differential expression between the two species, as well as 36.5% of genes with tissue-specific expression in both macaques. Comparison of gene expression between macaques and humans indicated that 22.6% of orthologous genes displayed differential expression in at least two tissues. Moreover, 19.41% of genes that overlapped with macaque-specific structural variants showed differential expression between humans and macaques. Of these, the FAM220A gene exhibited elevated expression in humans compared to macaques due to lineage-specific duplication. In summary, this study presents a large-scale transcriptomic comparison between MMU and MFA and between macaques and humans. The discovery of gene expression variations not only enhances the biomedical utility of macaque models but also contributes to the wider field of primate genomics.
    了解物种间基因表达差异对于揭示物种表型进化及其多样性至关重要。恒河猴( Macaca mulatta)和食蟹猴( M. fascicularis)作为生物医学研究中关键的非人灵长类动物模型,具有不同的表型特征。然而,两个物种之间的大规模转录组比较研究仍有待开展。本研究利用新测序的RNA-seq数据,对包括14种常见组织在内的84个样本(41个食蟹猴样本和43个恒河猴样本)进行了系统分析。我们的研究发现,只有少数基因(约3.7%)在两个猕猴物种之间显示出差异性表达,而约36.5%的基因在两种猕猴中均呈现出组织特异性表达。我们还对猕猴和人类的基因表达进行了比较,发现约有22.6%的同源基因在至少两种组织中存在表达差异。此外,约19.41%的猕猴谱系特有结构变异位点基因更可能在人类与猕猴之间展现出表达差异。其中, FAM220A基因在人类基因中表达水平较高,这一现象可归因于谱系特异性的重复事件。综上,该研究提供了恒河猴和食蟹猴之间,以及猕猴与人类之间转录组差异的大规模分析,为提升猕猴模型在生物医学领域的应用价值和其在灵长类基因组学中的研究提供了新见解。.
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  • 文章类型: Journal Article
    低温通过减少存活和生长在很大程度上决定了植物物种的地理限制。红树林物种地理分布的种间差异与耐寒性有关,仅热带物种对冷敏感,而亚热带物种相对耐冷。为了确定特定物种对低温的适应,我们比较了两种来自根茎科的广泛分布的印度-西太平洋红树林物种的低温胁迫反应,这些物种具有不同的纬度范围限制-Bruguieragymorhiza(亚热带范围限制)和Rhizophulata(热带范围限制)。对于这两个物种来说,我们测量了光系统II的最大光化学效率(Fv/Fm)作为植物生理条件的代表,并检查了在15°C和5°C冷却期间的基因表达谱。在15°C时,B.gynorhiza保持比R.apiculata明显更高的Fv/Fm。然而,在5°C时,两种物种均表现出相等的Fv/Fm值。因此,仅在15°C时发现了耐寒性的物种特异性差异,这两个物种都对5°C的冷却敏感。在15°C时,B.gynorhiza下调了与光合作用的光反应相关的基因,并上调了参与循环电子流调节的基因,而R.apiculata下调了更多的RuBisCo相关基因。在5°C时,这两个物种都抑制了与CO2同化有关的基因。与光吸收相关的基因的下调和与循环电子流调节相关的基因的上调是光保护机制,这些机制可能有助于在15°C时获得更高的PSII光检查效率。这项研究的结果提供了证据,表明植物物种的分布范围限制和潜在的扩展速率与低温下光合作用和光保护机制的调节差异有关。
    Low temperatures largely determine the geographic limits of plant species by reducing survival and growth. Inter-specific differences in the geographic distribution of mangrove species have been associated with cold tolerance, with exclusively tropical species being highly cold-sensitive and subtropical species being relatively cold-tolerant. To identify species-specific adaptations to low temperatures, we compared the chilling stress response of two widespread Indo-West Pacific mangrove species from Rhizophoraceae with differing latitudinal range limits-Bruguiera gymnorhiza (L.) Lam. ex Savigny (subtropical range limit) and Rhizophora apiculata Blume (tropical range limit). For both species, we measured the maximum photochemical efficiency of photosystem II (Fv/Fm) as a proxy for the physiological condition of the plants and examined gene expression profiles during chilling at 15 and 5 °C. At 15 °C, B. gymnorhiza maintained a significantly higher Fv/Fm than R. apiculata. However, at 5 °C, both species displayed equivalent Fv/Fm values. Thus, species-specific differences in chilling tolerance were only found at 15 °C, and both species were sensitive to chilling at 5 °C. At 15 °C, B. gymnorhiza downregulated genes related to the light reactions of photosynthesis and upregulated a gene involved in cyclic electron flow regulation, whereas R. apiculata downregulated more RuBisCo-related genes. At 5 °C, both species repressed genes related to CO2 assimilation. The downregulation of genes related to light absorption and upregulation of genes related to cyclic electron flow regulation are photoprotective mechanisms that likely contributed to the greater photosystem II photochemical efficiency of B. gymnorhiza at 15 °C. The results of this study provide evidence that the distributional range limits and potentially the expansion rates of plant species are associated with differences in the regulation of photosynthesis and photoprotective mechanisms under low temperatures.
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  • 文章类型: Journal Article
    背景:掌叶大黄具有重要的药用价值,因为它含有生物活性蒽醌。然而,目前尚不清楚参与掌叶草蒽醌生物合成和调控的关键基因和TFs。
    方法:基于全长转录组数据,在这项研究中,我们筛选了蒽醌生物合成途径中的差异表达基因。基于全长转录组测序,然后进行生物信息学分析,系统地鉴定了R.palmatum的R2R3-MYB家族基因。采用共表达分析进行相关性分析,蛋白质相互作用分析,MeJA处理后的实时荧光定量分析。通过RT-PCR扩增RpMYB81和RpMYB98基因,并分析了它们的亚细胞定位和自激活特性。
    结果:比较转录组分析结果显示,与MeJA组相比,CK组总共有3525个DEGs上调和6043个DEGs下调;28个DEGs参与蒽醌途径。属于PKS家族的11个CHS基因差异表达并参与蒽醌的生物合成。发现12个差异表达的MYBs基因共表达并与CHS基因相互作用。此外,52个MYB基因被鉴定为蒽醌生物合成的正调节因子,并进一步表征。包括RpMYB81,RpMYB98和RpMYB100在内的三个MYB基因对MeJA治疗有反应。并通过qRT-PCR验证了这些基因的水平。RpMYB81与蒽醌生物合成有关。RpMYB98与蒽醌生物合成途径中的基因相互作用。RpMYB81和RpMYB98主要定位于细胞核。RpMYB81具有自我激活活性,而RpMYB98无自我激活活性。
    结论:MeJA治疗可显著诱导RpMYB81、RpMYB98和RpMYB100。RpMYB81和RpMYB98位于细胞核,RpMYB81具有转录活性,这表明它可能参与了棕榈R.蒽醌生物合成的转录调控。
    BACKGROUND: Rheum palmatum L. has important medicinal value because it contains biologically active anthraquinones. However, the key genes and TFs involved in anthraquinone biosynthesis and regulation in R. palmatum remain unclear.
    METHODS: Based on full length transcriptome data, in this study, we screened the differentially expressed genes in the anthraquinone biosynthesis pathway. The R2R3-MYB family genes of R. palmatum were systematically identified based on full-length transcriptome sequencing followed by bioinformatics analyses. The correlation analysis was carried out by using co-expression analysis, protein interaction analysis, and real-time fluorescence quantitative analysis after MeJA treatment. The RpMYB81 and RpMYB98 genes were amplified by RT-PCR, and their subcellular localization and self-activation characteristics were analyzed.
    RESULTS: Comparative transcriptome analysis results revealed a total of 3525 upregulated and 6043 downregulated DEGs in the CK versus MeJA group; 28 DEGs were involved in the anthraquinone pathway. Eleven CHS genes that belonged to the PKS family were differentially expressed and involved in anthraquinone biosynthesis. Twelve differentially expressed MYBs genes were found to be co-expressed and interact with CHS genes. Furthermore, 52 MYB genes were identified as positive regulators of anthraquinone biosynthesis and were further characterized. Three MYB genes including RpMYB81, RpMYB98, and RpMYB100 responded to MeJA treatment in R. palmatum, and the levels of these genes were verified by qRT-PCR. RpMYB81 was related to anthraquinone biosynthesis. RpMYB98 had an interaction with genes in the anthraquinone biosynthesis pathway. RpMYB81 and RpMYB98 were mainly localized in the nucleus. RpMYB81 had self-activation activity, while RpMYB98 had no self-activation activity.
    CONCLUSIONS: RpMYB81, RpMYB98, and RpMYB100 were significantly induced by MeJA treatment. RpMYB81 and RpMYB98 are located in the nucleus, and RpMYB81 has transcriptional activity, suggesting that it might be involved in the transcriptional regulation of anthraquinone biosynthesis in R. palmatum.
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  • 文章类型: Journal Article
    适应潮汐滩涂的热条件总是需要容忍频繁的波动和极端的环境温度。基因表达的调节在这些热适应的进化中起着基本作用。为了确定与热适应相关的关键基因调控网络,我们研究了耐寒能力,以及两个具有相反纬度亲和力的泥滩居民(Odontamblyopuslacepedii和O.rebecca)在冷胁迫下的转录组变化。我们的结果表明,耐寒性具有显着的差异能力(CTmin:0.61°C与9.57°C)在两个虾虎鱼之间。冷胁迫下转录组变化的分析揭示了193个差异表达基因在所有组织和物种中表现出相似的表达谱,包括几种经典的代谢和昼夜节律分子,如ACOD和CIART,可能代表鳗鱼的核心冷反应机制。同时,一些基因在耐寒性更强的O.lacepedii中显示出独特的表达谱,表明它们在增强的耐寒性和极端的热适应中的作用。此外,加权基因共表达网络分析(WGCNA)揭示了代谢中心基因的子集,包括MYH11和LIPT2,当暴露于冷胁迫时,在O.lacepi中显示出明显的下调,这突出了减少能量消耗在增强鳗鱼耐寒性中的作用。这些发现不仅为泥滩硬骨鱼如何应对寒冷压力以及它们适应热环境的潜在进化策略提供了新的见解,而且在海洋领域全球气候变暖的情况下,对其渔业资源的合理管理和保护也具有重要意义。
    Adaptation to thermal conditions in tidal mudflats always involves tolerating frequent fluctuations and often extreme environmental temperatures. Regulation of gene expression plays a fundamental role in the evolution of these thermal adaptations. To identify the key gene regulatory networks associated with the thermal adaptation, we investigated the capability of cold tolerance, as well as the transcriptomic changes under cold stress in two mudflat inhabitants (Odontamblyopus lacepedii and O. rebecca) with contrasting latitude affinity. Our results revealed a remarkable divergent capacity of cold tolerance (CTmin: 0.61 °C vs. 9.57 °C) between the two gobies. Analysis of transcriptomic changes under cold stress unveiled 193 differentially expressed genes exhibiting similar expression profiles across all tissues and species, including several classic metabolic and circadian rhythm molecules such as ACOD and CIART that may represent the core cold response machinery in eel gobies. Meanwhile, some genes show a unique expression spectrum in the more cold-tolerant O. lacepedii suggesting their roles in the enhanced cold tolerance and hence the extreme thermal adaptations. In addition, a weighted gene co-expression network analysis (WGCNA) revealed a subset of metabolic hub genes including MYH11 and LIPT2 showing distinct down-regulation in O. lacepedii when exposed to cold stress which highlights the role of reduced energy consumption in the enhanced cold tolerance of eel gobies. These findings not only provide new insights into how mudflat teleosts could cope with cold stress and their potential evolutionary strategies for adapting to their thermal environment, but also have important implications for sound management and conservation of their fishery resources in a scenario of global climate warming in the marine realm.
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  • 文章类型: Journal Article
    系统发育分析为特定分类群中的进化关系和多样化模式提供了重要见解。在这项研究中,我们的目的是确定系统发育关系,并利用转录组数据探索针茅的进化史。从青藏高原和蒙古高原采集了12种针茅属的样品,它们分布广泛,使用新鲜的小穗组织进行转录组测序。使用双向最佳BLAST分析,我们确定了两组在短臂和12个针茅物种之间共享的一对一直系同源基因(9397和2300序列,分别),以及62个单拷贝直系同源基因。使用串联方法构建了针茅的鲁棒系统发育树,分子测年被用来估计发散时间。我们的结果表明,针茅起源于上新世。在大约80万年的时间里,它分为两个主要分支,每个分支都由蒙古高原和青藏高原的本地物种组成,分别。针茅的演化与北方草地景观的发展密切相关。重要的外部因素,如更新世期间的全球降温,季风环流的变化,构造运动促成了针茅的多样化。这项研究为理解中国针茅属的进化及其多样化模式提供了一个高度支持的系统发育框架。
    Phylogenetic analysis provides crucial insights into the evolutionary relationships and diversification patterns within specific taxonomic groups. In this study, we aimed to identify the phylogenetic relationships and explore the evolutionary history of Stipa using transcriptomic data. Samples of 12 Stipa species were collected from the Qinghai-Tibet Plateau and Mongolian Plateau, where they are widely distributed, and transcriptome sequencing was performed using their fresh spikelet tissues. Using bidirectional best BLAST analysis, we identified two sets of one-to-one orthologous genes shared between Brachypodium distachyon and the 12 Stipa species (9397 and 2300 sequences, respectively), as well as 62 single-copy orthologous genes. Concatenation methods were used to construct a robust phylogenetic tree for Stipa, and molecular dating was used to estimate divergence times. Our results indicated that Stipa originated during the Pliocene. In approximately 0.8 million years, it diverged into two major clades each consisting of native species from the Mongolian Plateau and the Qinghai-Tibet Plateau, respectively. The evolution of Stipa was closely associated with the development of northern grassland landscapes. Important external factors such as global cooling during the Pleistocene, changes in monsoonal circulation, and tectonic movements contributed to the diversification of Stipa. This study provided a highly supported phylogenetic framework for understanding the evolution of the Stipa genus in China and insights into its diversification patterns.
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