pyrosequencing

焦磷酸测序
  • 文章类型: Journal Article
    在信息爆炸的时代,数字数据的指数增长远远超过了当前主流存储介质的容量。DNA由于其更高的存储密度而成为一种有前途的替代品,更长的保留时间,和更低的功耗。迄今为止,商业上成熟的DNA合成和测序技术允许在研究水平上定制和方便地写入和读取关于DNA的信息。然而,在断开连接和非专业化模式下,DNA数据存储遇到实际挑战,包括对错误的敏感性,长存储延迟,资源密集型需求,和升高的信息安全风险。在这里,我们引入了一个名为DNA-DISK的平台,它无缝地简化了DNA合成,storage,并在数字微流体上进行测序,再加上桌面设备,用于自动端到端信息存储。利用生物封盖策略的单核苷酸酶促DNA合成,为数据写入提供了一种经济实惠、经济高效的方法。开发了一种使用热响应性琼脂糖进行DNA封装的芯片上固化,不仅消除了数据混乱,还防止了DNA降解。焦磷酸测序用于原位和准确的数据读取。作为概念的证明,与其他平台相比,DNA-DISK成功存储和检索了一个乐谱文件(228位),具有更低的读写延迟(每位延迟4.4分钟)以及出色的自动化能力。展示了其在未来发展成为DNA硬盘驱动器的潜力。
    In the age of information explosion, the exponential growth of digital data far exceeds the capacity of current mainstream storage media. DNA is emerging as a promising alternative due to its higher storage density, longer retention time, and lower power consumption. To date, commercially mature DNA synthesis and sequencing technologies allow for writing and reading of information on DNA with customization and convenience at the research level. However, under the disconnected and nonspecialized mode, DNA data storage encounters practical challenges, including susceptibility to errors, long storage latency, resource-intensive requirements, and elevated information security risks. Herein, we introduce a platform named DNA-DISK that seamlessly streamlined DNA synthesis, storage, and sequencing on digital microfluidics coupled with a tabletop device for automated end-to-end information storage. The single-nucleotide enzymatic DNA synthesis with biocapping strategy is utilized, offering an ecofriendly and cost-effective approach for data writing. A DNA encapsulation using thermo-responsive agarose is developed for on-chip solidification, not only eliminating data clutter but also preventing DNA degradation. Pyrosequencing is employed for in situ and accurate data reading. As a proof of concept, DNA-DISK successfully stored and retrieved a musical sheet file (228 bits) with lower write-to-read latency (4.4 min of latency per bit) as well as superior automation compared to other platforms, demonstrating its potential to evolve into a DNA Hard Disk Drive in the future.
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  • 文章类型: Journal Article
    目的:我们研究足月低出生体重(TLBW)新生儿的全基因组DNA甲基化(DNAm)模式。方法:在发现阶段,我们使用EPIC850kBeadChip阵列测定了32个样品(TLBW/对照:16/16)。在复制阶段期间使用靶向焦磷酸测序对60个样品(TLBW/对照:28/32)中的靶向焦磷酸测序。结果:850K阵列鉴定了TLBW相关的144个差异甲基化位置(DMPs)和149个DMRs。近77%的DMP表现出低甲基化,位于公海和基因体区域。KEGG中最显著的富集途径是鞘脂代谢(hsa00600),与该途径相关的基因GALC和SGMS1均显示低甲基化。结论:我们的分析提供了TLBW全基因组DNAm改变的证据。需要进一步的研究来阐明这些DNAm变化的功能意义。
    这项研究观察了怀孕37周后出生但体重不足2500克的婴儿的DNA。我们发现这些婴儿的DNA甲基化水平较低,这可能会改变他们的身体处理脂肪的方式。
    Aim: We investigate the genome-wide DNA methylation (DNAm) patterns of term low birth weight (TLBW) neonates. Methods: In the discovery phase, we assayed 32 samples (TLBW/control:16/16) using the EPIC 850k BeadChip Array. Targeted pyrosequencing of in 60 samples (TLBW/control:28/32) using targeted pyrosequencing during the replication phase. Results: The 850K array identified TLBW-associated 144 differentially methylated positions (DMPs) and 149 DMRs. Nearly 77% DMPs exhibited hypomethylation, located in the opensea and gene body regions. The most significantly enriched pathway in KEGG is sphingolipid metabolism (hsa00600), and the genes GALC and SGMS1 related to this pathway both show hypomethylation. Conclusion: Our analysis provides evidence of genome-wide DNAm alterations in TLBW. Further investigations are needed to elucidate the functional significance of these DNAm changes.
    This study looked at the DNA of babies born after 37 weeks of pregnancy but weighing less than 2500 grams. We found that these babies had lower levels of DNA methylation, which might change how their bodies handle fats.
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  • 文章类型: Journal Article
    目的:确定1型糖尿病(T1DM)儿童中与糖尿病视网膜病变(DR)发展相关的差异甲基化位点(DMS)及其相应基因。
    方法:本研究包括两项调查。共有40名T1DM儿童被纳入第一次调查。因为没有参与者有DR,视网膜变薄被用作DR的替代指标。黄斑区视网膜厚度最低的25%参与者被纳入病例组,其他人是控制者.通过Illumina甲基化850K阵列BeadChip测定评估DNA甲基化状态,并对病例组和对照组进行比较。确定了四种在糖尿病中具有潜在作用的DMS。第二项调查包括27名T1DM儿童,其中四个有DR。通过焦磷酸测序在有和没有DR的参与者之间比较了由850K鉴定的四个DMS的甲基化模式。
    结果:在第一次调查中,与对照组相比,850K阵列在病例组中显示出751个显着和差异甲基化的位点(|Δβ|>0.1和Adj。P<0.05),其中328个被确定为具有Adj的意义。P<0.01。其中,相对于对照组,病例组中319个CpG位点被高甲基化,432个CpG位点被低甲基化。焦磷酸测序揭示了转录延伸调节因子1样(TCERG1L,cg07684215)基因在4例T1DM合并DR患儿中呈高甲基化(P=0.018),这与第一次调查的结果一致。其他三个DMS(cg26389052,cg25192647和cg05413694)的甲基化状态在有和没有DR的参与者之间没有差异(均P>0.05)。
    结论:TCERG1L基因的高甲基化是中国T1DM儿童发生DR的危险因素。
    OBJECTIVE: To identify the differential methylation sites (DMS) and their according genes associated with diabetic retinopathy (DR) development in type 1 diabetes (T1DM) children.
    METHODS: This study consists of two surveys. A total of 40 T1DM children was included in the first survey. Because no participant has DR, retina thinning was used as a surrogate indicator for DR. The lowest 25% participants with the thinnest macular retinal thickness were included into the case group, and the others were controls. The DNA methylation status was assessed by the Illumina methylation 850K array BeadChip assay, and compared between the case and control groups. Four DMS with a potential role in diabetes were identified. The second survey included 27 T1DM children, among which four had DR. The methylation patterns of the four DMS identified by 850K were compared between participants with and without DR by pyrosequencing.
    RESULTS: In the first survey, the 850K array revealed 751 sites significantly and differentially methylated in the case group comparing with the controls (|Δβ|>0.1 and Adj.P<0.05), and 328 of these were identified with a significance of Adj.P<0.01. Among these, 319 CpG sites were hypermethylated and 432 were hypomethylated in the case group relative to the controls. Pyrosequencing revealed that the transcription elongation regulator 1 like (TCERG1L, cg07684215) gene was hypermethylated in the four T1DM children with DR (P=0.018), which was consistent with the result from the first survey. The methylation status of the other three DMS (cg26389052, cg25192647, and cg05413694) showed no difference (all P>0.05) between participants with and without DR.
    CONCLUSIONS: The hypermethylation of the TCERG1L gene is a risk factor for DR development in Chinese children with T1DM.
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  • 文章类型: Journal Article
    年龄预测是法医学的一个重要方面,可以为识别提供有价值的见解。近年来,已经对基于DNA甲基化的年龄预测进行了广泛的研究,大量研究表明,DNA甲基化是预测年龄的可靠生物标志物。然而,几乎所有基于DNA甲基化的年龄预测研究都集中在常染色体中与年龄相关的CpG位点,集中在单一来源的DNA样本上。混合样品,尤其是男女混合样本,在法医案件中很常见。Y-STRs和Y-SNPs的应用可以为男性个体在男女混合物中的遗传分型提供线索。但是他们不能提供男性的年龄信息。对Y染色体DNA甲基化的研究可以解决这个问题。在这项研究中,我们在Y染色体上确定了5个与年龄相关的CpG位点(Y-CpGs),并使用焦磷酸测序结合支持向量机算法建立了男性特定年龄预测模型.模型的平均绝对偏差在训练集中为5.50年,在测试集中为6.74年。当我们用男性血液样本来预测年龄时,预测年龄和实际年龄之间的偏差为1.18岁。然后,我们以1:1、1:5、1:10和1:50的比例混合男性和女性的基因组DNA,混合物中男性的预测年龄和实际年龄之间的偏差范围为1.16-1.74岁。此外,在同一样本中,血迹和血液的甲基化值没有显着差异,这表明我们的模型也适用于血迹样本。总的来说,我们的研究结果表明,利用Y染色体DNA甲基化进行年龄预测在法医学中具有潜在的应用价值,对预测男女混合中男性的年龄有很大帮助.此外,这项工作为今后研究Y-CpG与年龄相关的应用奠定了基础。
    Age prediction is an important aspect of forensic science that offers valuable insight into identification. In recent years, extensive studies have been conducted on age prediction based on DNA methylation, and numerous studies have demonstrated that DNA methylation is a reliable biomarker for age prediction. However, almost all studies on age prediction based on DNA methylation have focused on age-related CpG sites in autosomes, which are concentrated on single-source DNA samples. Mixed samples, especially male-female mixed samples, are common in forensic casework. The application of Y-STRs and Y-SNPs can provide clues for the genetic typing of male individuals in male-female mixtures, but they cannot provide the age information of male individuals. Studies on Y-chromosome DNA methylation can address this issue. In this study, we identified five age-related CpG sites on the Y chromosome (Y-CpGs) and developed a male-specific age prediction model using pyrosequencing combined with a support vector machine algorithm. The mean absolute deviation of the model was 5.50 years in the training set and 6.74 years in the testing set. When we used a male blood sample to predict age, the deviation between the predicted and chronological age was 1.18 years. Then, we mixed the genomic DNA of the male and a female at ratios of 1:1, 1:5, 1:10, and 1:50, the range of deviation between the predicted and chronological age of the male in the mixture was 1.16-1.74 years. In addition, there was no significant difference between the methylation values of bloodstains and blood in the same sample, which indicates that our model is also suitable for bloodstain samples. Overall, our results show that age prediction using DNA methylation of the Y chromosome has potential applications in forensic science and can be of great help in predicting the age of males in male-female mixtures. Furthermore, this work lays the foundation for future research on age-related applications of Y-CpGs.
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  • 文章类型: Journal Article
    DNA甲基化在年龄相关性白内障(ARC)的发生和发展中起重要作用。这项研究旨在通过检测转录组学显示与ARC相关的基因的DNA甲基化模式的修饰来揭示ARC的潜在表观遗传生物标志物。MethylationEPICBeadChip(850K)用于分析ARC患者和未受影响的对照组的DNA甲基化水平,采用Pearson相关性检验对DNA甲基化和转录组数据进行全基因组整合分析。基因本体论(GO)和京都基因和基因组百科全书(KEGG)数据库用于执行全基因组的功能分析,启动子区(TSS1500/TSS200),和相关的差异甲基化基因(DMG)。焦磷酸测序用于验证所选基因的甲基化水平。结果表明,与对照组相比,在ARC组中共检测到52,705个差异甲基化位点,其中13,858例高甲基化,38,847例低甲基化。GO和KEGG分析确定了与细胞膜相关的功能,钙信号通路,以及它们可能的分子机制。然后,通过关联分析筛选出57个启动子甲基化负相关的DMGs。焦磷酸测序证实,与对照组相比,ARC组C3和CCKAR甲基化水平较高,NLRP3、LEFTY1和GPR35甲基化水平较低。总之,我们的研究揭示了ARC的全基因组DNA甲基化模式和基因表达谱,本文鉴定的甲基化分子标志物可能有助于预防,诊断,治疗,和ARC的预后。
    DNA methylation plays an important role in the occurrence and development of age-related cataracts (ARC). This study aims to reveal potential epigenetic biomarkers of ARC by detecting modifications to the DNA methylation patterns of genes shown to be related to ARC by transcriptomics. The MethylationEPIC BeadChip (850 K) was used to analyze the DNA methylation levels in ARC patients and unaffected controls, and the Pearson correlation test was used to perform genome-wide integration analysis of DNA methylation and transcriptome data. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases were used to perform functional analysis of the whole genome, promoter regions (TSS1500/TSS200), and the associated differentially methylated genes (DMG). Pyrosequencing was used to verify the methylation levels of the selected genes. The results showed that, compared with the control group, a total of 52,705 differentially methylated sites were detected in the ARC group, of which 13,858 were hypermethylated and 38,847 were hypomethylated. GO and KEGG analyses identified functions related to the cell membrane, the calcium signaling pathway, and their possible molecular mechanisms. Then, 57 DMGs with negative promoter methylation correlations were screened by association analysis. Pyrosequencing verified that the ARC group had higher methylation levels of C3 and CCKAR and lower methylation levels of NLRP3, LEFTY1, and GPR35 compared with the control group. In summary, our study reveals the whole-genome DNA methylation patterns and gene expression profiles in ARC, and the molecular markers of methylation identified herein may aid in the prevention, diagnosis, treatment, and prognosis of ARC.
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  • 文章类型: Journal Article
    OBJECTIVE: To evaluate the forensic application value of an age estimation model based on DNA methylation in eastern Chinese Han population, and to provide a theoretical basis for exploring age estimation models suitable for different detection platforms.
    METHODS: According to the 6 age-related methylation sites in the published blood DNA methylation age estimation models of Chinese Han population, the DNA methylation level of 48 samples was detected by pyrosequencing and next-generation sequencing (NGS). After submitting DNA methylation levels to the age estimation model, the DNA methylation ages were predicted and compared with their real ages.
    RESULTS: The 6 DNA methylation sites in both detection techniques were age-related, with an R2 of 0.85 and a median absolute deviation (MAD) of 4.81 years when using pyrosequencing;with an R2 of 0.84 and MAD of 4.41 years when using NGS.
    CONCLUSIONS: The blood DNA methylation age estimation model can be used under pyrosequencing and multi-purpose regional methylation enrichment sequencing technology based on NGS and it can accurately estimate the age.
    目的: 评估基于DNA甲基化年龄推断模型在华东汉族人群中的法医学应用价值,为探索适用于不同检测平台的年龄推断模型提供理论依据。方法: 根据已发表的中国汉族人群血液DNA甲基化年龄推断模型中6个年龄相关甲基化位点,使用焦磷酸测序和下一代测序(next-generation sequencing,NGS)技术分别检测48例样本的DNA甲基化水平,分别将其代入年龄推断模型后计算预测年龄,并与真实年龄进行比较。结果: 两种检测技术下6个甲基化位点都与年龄相关,使用焦磷酸技术的R2为0.85,平均绝对误差(median absolute deviation,MAD)为4.81岁,使用NGS技术的R2为0.84,MAD=4.41岁。结论: 该血液DNA甲基化年龄推断模型可以在焦磷酸测序与基于NGS的多重目的区域甲基化富集测序技术下使用,并能够较为准确地推断年龄。.
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  • 文章类型: Journal Article
    检测低丰度突变在生物学和医学科学领域特别感兴趣。然而,目前大多数可用的分子检测方法对低丰度突变的检测灵敏度有限.这里,我们通过结合增强-ice-COLD-PCR(E-ice-COLD-PCR)和焦磷酸测序和双碱基添加(PDBA),建立了一个高灵敏度和准确性检测低水平DNA突变的平台.通过选择性添加一种二碱(AG,CT,AC,GT,AT,或GC)而不是一个碱基(A,T,C,或G)在测序引物延伸期间的时间进入反应,从而能够增加测序强度。开发了一种特异性的E-ice-COLD-PCR/PDBA测定法,用于检测最常见的BRAFV600E突变,以验证我们方法的可行性。E-ice-COLD-PCR/PDBA测定允许在野生型背景中可靠地检测低至0.007%的突变等位基因。此外,它只需要少量的起始材料(20pg)来灵敏地检测和鉴定低丰度突变,从而提高了对有限DNA材料的筛选能力。本研究将E-ice-COLD-PCR/PDBA测定应用于临床福尔马林固定石蜡包埋(FFPE)和血浆样品,并且它能够使用PCR/常规焦磷酸测序(CP)和E-ice-COLD-PCR/CP检测野生型样品中的BRAFV600E突变。E-ice-COLD-PCR/PDBA检测是一种快速,成本效益高,和高度敏感的方法,可以提高常规临床使用的低丰度突变的检测。
    Detecting low-abundance mutations is of particular interest in the fields of biology and medical science. However, most currently available molecular assays have limited sensitivity for the detection of low-abundance mutations. Here, we established a platform for detecting low-level DNA mutations with high sensitivity and accuracy by combining enhanced-ice-COLD-PCR (E-ice-COLD-PCR) and pyrosequencing with di-base addition (PDBA). The PDBA assay was performed by selectively adding one di-base (AG, CT, AC, GT, AT, or GC) instead of one base (A, T, C, or G) into the reaction at a time during sequencing primer extension and thus enabling to increase the sequencing intensity. A specific E-ice-COLD-PCR/PDBA assay was developed for the detection of the most frequent BRAF V600E mutation to verify the feasibility of our method. E-ice-COLD-PCR/PDBA assay permitted the reliable detection of down to 0.007% of mutant alleles in a wild-type background. Furthermore, it required only a small amount of starting material (20 pg) to sensitively detect and identify low-abundance mutations, thus increasing the screening capabilities in limited DNA material. The E-ice-COLD-PCR/PDBA assay was applied in the current study to clinical formalin-fixed paraffin-embedded (FFPE) and plasma samples, and it enabled the detection of BRAF V600E mutations in samples that appeared as a wild type using PCR/conventional pyrosequencing (CP) and E-ice-COLD-PCR/CP. E-ice-COLD-PCR/PDBA assay is a rapid, cost-effective, and highly sensitive method that could improve the detection of low-abundance mutations in routine clinical use.
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  • 文章类型: Journal Article
    使用热解吸技术修复多环芳烃(PAH)污染的土壤通常需要非常高的温度,需要耦合的微生物处理以降低能量和成本。这项研究调查了PAHs的命运和毒性以及在低温范围内热处理后微生物群落的反应。PAH矿化的最佳温度为20-28°C,在大多数嗜温微生物的生长范围内。相比之下,50°C处理几乎完全抑制了PAH矿化,但产生了最大的解毒作用,特别是对于心脏毒性和肾毒性。在28°C观察到毒性的潜在增加。共代谢和不可提取的残留物形成可能在热增强的生物修复中起相互依赖的作用。此外,细菌群落的改变与PAH矿化和斑马鱼毒性密切相关,揭示土壤微生物在PAH矿化中起直接作用,并充当反映毒性变化的生态受体。网络分析表明,Firmicutes在高温下形成了特定的生态群落,而酸性细菌和变形杆菌在中等温度下充当主要的PAH降解剂。这些发现将使土壤修复中的热和微生物处理策略更好地整合。
    Remediation of polycyclic aromatic hydrocarbon (PAH)-contaminated soil using thermal desorption technology typically requires very high temperatures, necessitating coupled microbial treatment for energy and cost reduction. This study investigated the fate and toxicity of PAHs as well as the responses of microbial communities following thermal treatment within a low temperature range. The optimal temperature for PAH mineralization was 20-28 °C, within the growth range of most mesophilic microorganisms. By contrast, 50 °C treatment almost completely inhibited PAH mineralization but resulted in the greatest detoxification effect particularly for cardiotoxicity and nephrotoxicity. A potential increase in toxicity was observed at 28 °C. Co-metabolism and non-extractable residue formation may play an interdependent role in thermally enhanced bioremediation. Moreover, alterations in bacterial communities were strongly associated with PAH mineralization and zebrafish toxicity, revealing that soil microorganisms play a direct role in PAH mineralization and served as ecological receptors reflecting changes in toxicity. Network analysis revealed that Firmicutes formed specific ecological communities at high temperature, whereas Acidobacteria and Proteobacteria act as primary PAH degraders at moderate temperature. These findings will enable better integration of strategies for thermal and microbial treatments in soil remediation.
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  • 文章类型: Journal Article
    背景:迟发性运动障碍(TD)在20-30%的精神分裂症患者中发生,在50岁以上的患者中高达50%。DNA甲基化可能在TD的发生发展中起重要作用。
    目的:精神分裂症伴TD的DNA甲基化分析。
    方法:我们使用甲基化DNA免疫沉淀结合下一代测序(MeDIP-Seq)对患有TD的精神分裂症患者进行了全基因组DNA甲基化分析,其中包括5名患有TD的精神分裂症患者和5名没有TD(NTD)。和五个健康对照。结果表示为log2FC,差异甲基化区域(DMR)内两组之间标准化标签的倍数变化。对于验证,焦磷酸测序用于量化独立样本中几个甲基化基因的DNA甲基化水平(n=30).
    结果:通过全基因组MeDIP-Seq分析,我们鉴定出116个基因在启动子区显着差异甲基化TD组与NTD组相比,包括66个高甲基化基因(前4个基因是GABRR1,VANGL2,ZNF534和ZNF746)和50个低甲基化基因(前4个基因是DERL3,GSTA4,KNCN,和LRRK1)。这些基因的一部分(例如DERL3,DLGAP2,GABRR1,KLRG2,LRRK1,VANGL2和ZP3)先前被报道与精神分裂症中的甲基化有关。基因本体论富集和KEGG途径分析确定了几种途径。到目前为止,我们使用焦磷酸测序证实了精神分裂症伴TD的3个基因(ARMC6,WDR75和ZP3)的甲基化.
    结论:这项研究确定了TD的甲基化基因和通路的数量,并将为TD提供潜在的生物标志物,并作为在其他群体中复制的资源。
    Tardive dyskinesia (TD) develops in 20-30% of schizophrenia patients and up to 50% in patients > 50 years old. DNA methylation may play an important role in the development of TD.
    DNA methylation analyses in schizophrenia with TD.
    We conducted a genome-wide DNA methylation analysis in schizophrenia with TD using methylated DNA immunoprecipitation coupled with next-generation sequencing (MeDIP-Seq) in a Chinese sample including five schizophrenia patients with TD and five without TD (NTD), and five healthy controls. The results were expressed as the log2FC, fold change of normalized tags between two groups within the differentially methylated region (DMR). For validation, the pyrosequencing was used to quantify DNA methylation levels of several methylated genes in an independent sample (n = 30).
    Through genome-wide MeDIP-Seq analysis, we identified 116 genes that were significantly differentially methylated in promotor regions in comparison of TD group with NTD group including 66 hypermethylated genes (top 4 genes are GABRR1, VANGL2, ZNF534, and ZNF746) and 50 hypomethylated genes (top 4 genes are DERL3, GSTA4, KNCN, and LRRK1). Part of these genes (such as DERL3, DLGAP2, GABRR1, KLRG2, LRRK1, VANGL2, and ZP3) were previously reported to be associated with methylation in schizophrenia. Gene Ontology enrichment and KEGG pathway analyses identified several pathways. So far, we have confirmed the methylation of 3 genes (ARMC6, WDR75, and ZP3) in schizophrenia with TD using pyrosequencing.
    This study identified number of methylated genes and pathways for TD and will provide potential biomarkers for TD and serve as a resource for replication in other populations.
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  • 文章类型: Journal Article
    了解微生物群落结构和潜在的控制机制是水生生态学的基本目的。然而,关于季节性以及营养条件如何调节亚热带水库中的浮游生物群落知之甚少。在这项研究中,我们研究了两个亚热带水库在干湿季节的原核和皮真核生物群落及其相互作用:一个处于贫营养状态,另一个处于中营养状态。在贫营养和中营养水库中检测到不同的微生物群落组成(原核生物和真核生物)和季节变化模式。原核和皮真核生物群落之间的相互作用在贫营养储层中更为普遍,表明增强了对原核生物群落的小型真核放牧者的自上而下控制。另一方面,中营养油藏微生物群落受理化参数影响较大,季节变化较强,这可能是干湿季节营养水平不同的结果,表明自下而上控制的重要性。我们的研究有助于对环境和生物过程的新理解,这些过程塑造了不同营养状态水库中浮游微生物群落的结构和动力学。
    Understanding microbial community structure and the underlying control mechanisms are fundamental purposes of aquatic ecology. However, little is known about the seasonality and how trophic conditions regulate plankton community in subtropical reservoirs. In this study, we study the prokaryotic and picoeukaryotic communities and their interactions during wet and dry seasons in two subtropical reservoirs: one at oligotrophic state and another at mesotrophic state. Distinct microbial community compositions (prokaryotes and picoeukaryotes) and seasonal variation pattern were detected in the oligotrophic and mesotrophic reservoirs. The interactions between prokaryotic and picoeukaryotic communities were more prevalent in the oligotrophic reservoir, suggesting enhanced top-down control of small eukaryotic grazers on the prokaryotic communities. On the other hand, the microbial community in the mesotrophic reservoir was more influenced by physico-chemical parameters and showed a stronger seasonal variation, which may be the result of distinct nutrient levels in wet and dry seasons, indicating the importance of bottom-up control. Our study contributes to new understandings of the environmental and biological processes that shape the structure and dynamics of the planktonic microbial communities in reservoirs of different trophic states.
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