FDR, False discovery rate

FDR,错误发现率
  • 文章类型: Journal Article
    尽管存在关于肝再生过程的大量实验证据,在人类中,验证在很大程度上是缺失的。然而,肝脏再生受到潜在肝脏疾病的严重影响。在这个项目中,我们旨在系统地评估人类肝脏再生过程中的早期转录变化,并进一步评估这些过程在肝脏再生障碍患者中的差异。
    收集154例患者的血液样本和46例接受肝切除术的患者的术中组织样本,并根据术后肝再生功能障碍进行分类。其中,一个由21例患者组成的配对队列被用于RNA测序.评估样本的循环细胞因子,基因表达动力学,肝内中性粒细胞积累,和空间转录组学。
    具有功能失调的肝脏再生的个体表现出随着更高的细胞内粘附分子-1诱导而加重的转录炎症反应。这种关键的白细胞粘附分子的诱导增加与肝再生功能失调的个体在诱导肝再生时增加的肝内中性粒细胞积累和激活有关。比较有和没有功能失调的肝再生个体的基线基因表达谱,我们发现双特异性磷酸酶4(DUSP4)表达,一种已知的内皮细胞胞内粘附分子-1表达的关键调节剂,在肝脏再生功能失调的患者中明显减少。模仿肝功能异常的临床危险因素,我们发现两种肝病模型的肝窦内皮细胞的DUSP4基线水平显著降低.
    探索人类肝脏再生的早期转录变化的景观,我们观察到功能失调的人经历压倒性的肝内炎症。亚临床肝病可能是肝窦内皮细胞DUSP4减少的原因,最终启动肝脏加重的炎症反应。
    使用独特的人类生物存储库,专注于肝脏再生(LR),我们探索了与功能和功能失调LR相关的循环和组织水平改变的景观。与实验动物模型相反,LR功能失调的人表现出转录炎症反应加重,更高的细胞内粘附分子-1(ICAM-1)诱导,诱导LR时肝内中性粒细胞积累和激活。尽管肝切除术后炎症反应迅速出现,LR功能失调患者的炎症反应过度,这似乎与LSECDUSP4水平降低有关,这对现有的切除后LR概念提出了挑战.
    UNASSIGNED: Although extensive experimental evidence on the process of liver regeneration exists, in humans, validation is largely missing. However, liver regeneration is critically affected by underlying liver disease. Within this project, we aimed to systematically assess early transcriptional changes during liver regeneration in humans and further assess how these processes differ in people with dysfunctional liver regeneration.
    UNASSIGNED: Blood samples of 154 patients and intraoperative tissue samples of 46 patients undergoing liver resection were collected and classified with regard to dysfunctional postoperative liver regeneration. Of those, a matched cohort of 21 patients were used for RNA sequencing. Samples were assessed for circulating cytokines, gene expression dynamics, intrahepatic neutrophil accumulation, and spatial transcriptomics.
    UNASSIGNED: Individuals with dysfunctional liver regeneration demonstrated an aggravated transcriptional inflammatory response with higher intracellular adhesion molecule-1 induction. Increased induction of this critical leukocyte adhesion molecule was associated with increased intrahepatic neutrophil accumulation and activation upon induction of liver regeneration in individuals with dysfunctional liver regeneration. Comparing baseline gene expression profiles in individuals with and without dysfunctional liver regeneration, we found that dual-specificity phosphatase 4 (DUSP4) expression, a known critical regulator of intracellular adhesion molecule-1 expression in endothelial cells, was markedly reduced in patients with dysfunctional liver regeneration. Mimicking clinical risk factors for dysfunctional liver regeneration, we found liver sinusoidal endothelial cells of two liver disease models to have significantly reduced baseline levels of DUSP4.
    UNASSIGNED: Exploring the landscape of early transcriptional changes of human liver regeneration, we observed that people with dysfunctional regeneration experience overwhelming intrahepatic inflammation. Subclinical liver disease might account for DUSP4 reduction in liver sinusoidal endothelial cells, which ultimately primes the liver for an aggravated inflammatory response.
    UNASSIGNED: Using a unique human biorepository, focused on liver regeneration (LR), we explored the landscape of circulating and tissue-level alterations associated with both functional and dysfunctional LR. In contrast to experimental animal models, people with dysfunctional LR demonstrated an aggravated transcriptional inflammatory response, higher intracellular adhesion molecule-1 (ICAM-1) induction, intrahepatic neutrophil accumulation and activation upon induction of LR. Although inflammatory responses appear rapidly after liver resection, people with dysfunctional LR have exaggerated inflammatory responses that appear to be related to decreased levels of LSEC DUSP4, challenging existing concepts of post-resectional LR.
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  • 文章类型: Journal Article
    短链脂肪酸(SCFA)在结肠癌的细胞和动物模型中表现出抗癌活性。醋酸盐,丙酸盐,和丁酸盐是由膳食纤维通过肠道微生物群发酵产生的三种主要SCFA,对人体健康具有有益作用。以往对SCFA抗肿瘤机制的研究大多集中在参与抗肿瘤通路的特定代谢产物或基因上,如活性氧(ROS)生物合成。在这项研究中,我们对乙酸盐的影响进行了系统和无偏见的分析,丙酸盐,和丁酸盐对人结肠直肠腺癌细胞生理浓度下ROS水平以及代谢和转录组特征的影响。我们观察到在处理的细胞中ROS水平显著升高。此外,显著调节的信号涉及代谢和转录组水平的重叠途径,包括ROS反应和代谢,脂肪酸运输和代谢,葡萄糖反应和代谢,线粒体运输和呼吸链复合物,一碳代谢,氨基酸运输和代谢,和谷氨酰胺分解,它们与ROS的产生直接或间接相关。此外,代谢和转录组调节以SCFAs类型依赖的方式发生,从乙酸到丙酸再到丁酸的程度逐渐增加。本研究全面分析了SCFA如何诱导ROS产生并调节结肠癌细胞的代谢和转录水平。这对于理解SCFA对结肠癌抗肿瘤活性的作用机制至关重要。
    Short-chain fatty acids (SCFAs) exhibit anticancer activity in cellular and animal models of colon cancer. Acetate, propionate, and butyrate are the three major SCFAs produced from dietary fiber by gut microbiota fermentation and have beneficial effects on human health. Most previous studies on the antitumor mechanisms of SCFAs have focused on specific metabolites or genes involved in antitumor pathways, such as reactive oxygen species (ROS) biosynthesis. In this study, we performed a systematic and unbiased analysis of the effects of acetate, propionate, and butyrate on ROS levels and metabolic and transcriptomic signatures at physiological concentrations in human colorectal adenocarcinoma cells. We observed significantly elevated levels of ROS in the treated cells. Furthermore, significantly regulated signatures were involved in overlapping pathways at metabolic and transcriptomic levels, including ROS response and metabolism, fatty acid transport and metabolism, glucose response and metabolism, mitochondrial transport and respiratory chain complex, one-carbon metabolism, amino acid transport and metabolism, and glutaminolysis, which are directly or indirectly linked to ROS production. Additionally, metabolic and transcriptomic regulation occurred in a SCFAs types-dependent manner, with an increasing degree from acetate to propionate and then to butyrate. This study provides a comprehensive analysis of how SCFAs induce ROS production and modulate metabolic and transcriptomic levels in colon cancer cells, which is vital for understanding the mechanisms of the effects of SCFAs on antitumor activity in colon cancer.
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  • 文章类型: Journal Article
    头颈部鳞状细胞癌(HNSCC)的转录组分析对于理解HNSCC肿瘤的复杂生物学至关重要。MAPKAPK2或MK2是参与HNSCC进展的关键基因的mRNA转换的关键调节剂。然而,肿瘤的以MK2为中心的转录组概况尚不清楚。这项研究探讨了HNSCC与MK2在连接处的进展,以描绘肿瘤环境中MK2的生物学相关性和复杂的串扰。我们对HNSCC细胞和异种移植肿瘤进行了基于下一代测序的转录组分析,以确定MK2野生型和MK2敲低条件下的mRNA表达谱。使用基因表达测定验证了这些发现,免疫组织化学,和成绩单营业额研究。这里,我们通过注释和差异基因表达分析鉴定了一组关键的MK2调控候选基因.调节网络和途径富集揭示了它们在HNSCC发病机理中的重要性和参与。此外,基于3'-UTR的过滤识别了重要的MK2调节的下游靶基因,并通过nCounter基因表达测定对其进行了验证。最后,免疫组织化学和转录稳定性研究揭示了MK2在调节HNSCC中IGFBP2,MUC4和PRKAR2B的转录转换中的推定作用。最后,在这项研究中鉴定了MK2调节的候选基因,阐明了它们在HNSCC发病机制中的可能参与。这些基因具有作为HNSCC的诊断和治疗干预的目标的研究价值。
    Transcriptome analysis of head and neck squamous cell carcinoma (HNSCC) has been pivotal to comprehending the convoluted biology of HNSCC tumors. MAPKAPK2 or MK2 is a critical modulator of the mRNA turnover of crucial genes involved in HNSCC progression. However, MK2-centric transcriptome profiles of tumors are not well known. This study delves into HNSCC progression with MK2 at the nexus to delineate the biological relevance and intricate crosstalk of MK2 in the tumor milieu. We performed next-generation sequencing-based transcriptome profiling of HNSCC cells and xenograft tumors to ascertain mRNA expression profiles in MK2-wild type and MK2-knockdown conditions. The findings were validated using gene expression assays, immunohistochemistry, and transcript turnover studies. Here, we identified a pool of crucial MK2-regulated candidate genes by annotation and differential gene expression analyses. Regulatory network and pathway enrichment revealed their significance and involvement in the HNSCC pathogenesis. Additionally, 3\'-UTR-based filtering recognized important MK2-regulated downstream target genes and validated them by nCounter gene expression assays. Finally, immunohistochemistry and transcript stability studies revealed the putative role of MK2 in regulating the transcript turnover of IGFBP2, MUC4, and PRKAR2B in HNSCC. Conclusively, MK2-regulated candidate genes were identified in this study, and their plausible involvement in HNSCC pathogenesis was elucidated. These genes possess investigative values as targets for diagnosis and therapeutic interventions for HNSCC.
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  • 文章类型: Journal Article
    UNASSIGNED:开发基于放射组学和基因组学的模型,以预测局部透明细胞肾细胞癌(ccRCC)的组织病理学核分级,并评估宏观放射组学模型是否可以预测微观病理变化。
    未经评估:在这项多机构回顾性研究中,建立了用于核等级预测的计算机断层扫描(CT)放射学模型。利用基因组学分析队列,鉴定了核等级相关基因模块,并基于前30个hubmRNA构建基因模型来预测核等级。使用放射学发展队列,hub基因丰富了生物学途径,并创建了放射性基因组学图谱。
    UNASSIGNED:基于四特征的SVM模型预测核等级,在验证集中曲线下面积(AUC)为0.94,而在基因组学分析队列中,基于5个基因的模型预测了AUC为0.73的核级别。总共五个基因模块被鉴定为与核等级相关。放射学特征仅与五个基因模块和八个前30个中心基因中的603个基因中的271个相关。与放射学特征相关和不相关的富集途径存在差异,在mRNA模型中与五个基因标记的两个基因相关。
    UNASSIGNED:CT影像组学模型显示出比mRNA模型更高的预测性能。放射学特征和与核等级相关的mRNA之间的关联并不普遍。
    UNASSIGNED: To develop models based on radiomics and genomics for predicting the histopathologic nuclear grade with localized clear cell renal cell carcinoma (ccRCC) and to assess whether macro-radiomics models can predict the microscopic pathological changes.
    UNASSIGNED: In this multi-institutional retrospective study, a computerized tomography (CT) radiomic model for nuclear grade prediction was developed. Utilizing a genomics analysis cohort, nuclear grade-associated gene modules were identified, and a gene model was constructed based on top 30 hub mRNA to predict the nuclear grade. Using a radiogenomic development cohort, biological pathways were enriched by hub genes and a radiogenomic map was created.
    UNASSIGNED: The four-features-based SVM model predicted nuclear grade with an area under the curve (AUC) score of 0.94 in validation sets, while a five-gene-based model predicted nuclear grade with an AUC of 0.73 in the genomics analysis cohort. A total of five gene modules were identified to be associated with the nuclear grade. Radiomic features were only associated with 271 out of 603 genes in five gene modules and eight top 30 hub genes. Differences existed in the enrichment pathway between associated and un-associated with radiomic features, which were associated with two genes of five-gene signatures in the mRNA model.
    UNASSIGNED: The CT radiomics models exhibited higher predictive performance than mRNA models. The association between radiomic features and mRNA related to nuclear grade is not universal.
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  • 文章类型: Journal Article
    脾脏是关键的免疫相关器官,通过脑-脾轴和脑-肠-微生物群轴在大脑与免疫系统之间的交流中起作用。然而,肠道菌群如何影响脾脏和大脑功能仍不清楚。这里,我们调查了抗生素混合物(ABX)诱导的微生物组耗竭是否会影响脾脏和大脑功能.用ABX治疗14天导致脾脏重量显著降低和脾功能显著改变。包括中性粒细胞的百分比,NK细胞,巨噬细胞,和CD8+T细胞。此外,ABX治疗导致大部分肠道微生物群的消耗。非靶向代谢组学分析显示,ABX治疗引起血浆中某些化合物水平的改变,脾,脾和大脑。此外,ABX处置下降了年夜脑皮质小胶质细胞标记物Iba1的表达。有趣的是,发现不同组织中不同微生物组成分和代谢物的丰度之间存在相关性,以及脾细胞群和脾脏重量。这些发现表明,ABX诱导的微生物组消耗和代谢产物水平的改变可能会通过肠道-微生物群-脾脏-脑轴影响脾脏和大脑功能。
    The spleen is a key immune-related organ that plays a role in communication between the brain and the immune system through the brain-spleen axis and brain-gut-microbiota axis. However, how the gut microbiota affects spleen and brain function remains unclear. Here, we investigated whether microbiome depletion induced by administration of an antibiotic cocktail (ABX) affects spleen and brain function. Treatment with ABX for 14 days resulted in a significant decrease in spleen weight and significant alterations in splenic functions, including the percentage of neutrophils, NK cells, macrophages, and CD8+ T cells. Furthermore, ABX treatment resulted in the depletion of a large portion of the gut microbiota. Untargeted metabolomics analysis showed that ABX treatment caused alterations in the levels of certain compounds in the plasma, spleen, and brain. Moreover, ABX treatment decreased the expression of microglia marker Iba1 in the cerebral cortex. Interestingly, correlations were found between the abundance of different microbiome components and metabolites in various tissues, as well as splenic cell populations and spleen weight. These findings suggest that ABX-induced microbiome depletion and altered metabolite levels may affect spleen and brain function through the gut-microbiota-spleen-brain axis.
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  • 文章类型: Journal Article
    福尔马林固定石蜡包埋(FFPE)样品是许多毒理学和临床研究中唯一剩余的生物档案。然而,由于福尔马林固定的核酸损伤,它们在基因组学中的应用受到限制。具有高度降解的RNA的较老的FFPE样品提出了特别困难的技术挑战。基于探针的靶向测序技术显示出解决此问题的希望,但尚未与标准全基因组RNA测序(RNA-Seq)方法直接比较。在这项研究中,我们使用靶向重测序(TempO-Seq)和全基因组RNA-Seq方法评估了储存超过20年的配对冷冻(FROZ)和FFPE肝脏样本的剂量依赖性转录变化.最初从暴露于参考化学品(二氯乙酸,DCA),以0、198、313和427mg/kg-天(n=6/剂量)的浓度饮用水连续6天。TempO-Seq在匹配的FFPE和FROZ样品之间的差异表达基因(DEGs)中显示出高度重叠,并且在两个最高剂量水平的DCA与控制(R2≥0.94)。同样,TempO-SeqFFPE和RNA-SeqFROZ结果的倍数变化值高度一致(R2≥0.92).相比之下,与FROZRNA-Seq相比,RNA-SeqFFPE样品显示很少重叠的DEGs(对于所有剂量组≤5)。基因集DCA依赖性变化的建模确定了TempO-SeqFROZ和FFPE样品的基准剂量,范围为RNA-SeqFROZ样品的1.4倍(93.9mg/kg-d),而RNA-SeqFFPE样品高3.3倍(310.3mg/kg-d)。这项工作表明,靶向测序可以提供一种更可靠的方法来定量来自老化的归档FFPE样品的基因表达谱。
    Formalin-fixed paraffin-embedded (FFPE) samples are the only remaining biological archive for many toxicological and clinical studies, yet their use in genomics has been limited due to nucleic acid damage from formalin fixation. Older FFPE samples with highly degraded RNA pose a particularly difficult technical challenge. Probe-based targeted sequencing technologies show promise in addressing this issue but have not been directly compared to standard whole-genome RNA-Sequencing (RNA-Seq) methods. In this study, we evaluated dose-dependent transcriptional changes from paired frozen (FROZ) and FFPE liver samples stored for over 20 years using targeted resequencing (TempO-Seq) and whole-genome RNA-Seq methods. Samples were originally collected from male mice exposed to a reference chemical (dichloroacetic acid, DCA) at 0, 198, 313, and 427 mg/kg-day (n = 6/dose) by drinking water for 6 days. TempO-Seq showed high overlap in differentially expressed genes (DEGs) between matched FFPE and FROZ samples and high concordance in fold-change values across the two highest dose levels of DCA vs. control (R2 ≥ 0.94). Similarly, high concordance in fold-change values was observed between TempO-Seq FFPE and RNA-Seq FROZ results (R2 ≥ 0.92). In contrast, RNA-Seq FFPE samples showed few overlapping DEGs compared to FROZ RNA-Seq (≤5 for all dose groups). Modeling of DCA-dependent changes in gene sets identified benchmark doses from TempO-Seq FROZ and FFPE samples within 1.4-fold of RNA-Seq FROZ samples (93.9 mg/kg-d), whereas RNA-Seq FFPE samples were 3.3-fold higher (310.3 mg/kg-d). This work demonstrates that targeted sequencing may provide a more robust method for quantifying gene expression profiles from aged archival FFPE samples.
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  • 文章类型: Journal Article
    在涉及专注于特定物体的冥想练习中,新手从业者经常经历分心的时刻(即,心灵徘徊)。先前的研究已经通过使用线性度量(例如,振荡功率)。然而,他们的结果并不完全一致。由于已知大脑是一个混沌/非线性系统,线性度量可能无法完全捕获EEG信号中存在的复杂动态。在这项研究中,我们评估了在新手从业者的呼吸聚焦冥想过程中,非线性EEG特征是否可用于表征思维游移.为此,我们采用了一种经验抽样范式,其中25名参与者在冥想练习中反复中断,以报告他们是否专注于呼吸或思考其他事情。我们使用三种不同的算法比较了脑电图信号在思维游移和呼吸聚焦状态期间的复杂性:Higuchi的分形维数(HFD),Lempel-Ziv复杂度(LZC),和样本熵(SampEn)。我们的结果表明,相对于呼吸焦点状态,在思维游移期间,EEG的复杂性通常会降低。我们得出的结论是,脑电图复杂性度量适合于在新手冥想从业者中从呼吸焦点状态中解脱出来。因此,它们可以在未来的脑电图神经反馈协议中使用,以促进冥想练习。
    In meditation practices that involve focused attention to a specific object, novice practitioners often experience moments of distraction (i.e., mind wandering). Previous studies have investigated the neural correlates of mind wandering during meditation practice through Electroencephalography (EEG) using linear metrics (e.g., oscillatory power). However, their results are not fully consistent. Since the brain is known to be a chaotic/nonlinear system, it is possible that linear metrics cannot fully capture complex dynamics present in the EEG signal. In this study, we assess whether nonlinear EEG signatures can be used to characterize mind wandering during breath focus meditation in novice practitioners. For that purpose, we adopted an experience sampling paradigm in which 25 participants were iteratively interrupted during meditation practice to report whether they were focusing on the breath or thinking about something else. We compared the complexity of EEG signals during mind wandering and breath focus states using three different algorithms: Higuchi\'s fractal dimension (HFD), Lempel-Ziv complexity (LZC), and Sample entropy (SampEn). Our results showed that EEG complexity was generally reduced during mind wandering relative to breath focus states. We conclude that EEG complexity metrics are appropriate to disentangle mind wandering from breath focus states in novice meditation practitioners, and therefore, they could be used in future EEG neurofeedback protocols to facilitate meditation practice.
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  • 文章类型: Journal Article
    未经授权:骨髓间充质干细胞(BMSCs)是一种有前途的组织工程细胞类型,然而,BMSCs的应用在很大程度上受到骨髓细胞收获数量有限的阻碍。专注于促进BMSCs离体扩增能力的方法或策略变得越来越重要。丹参酮IIA(TanIIA),丹参的主要活性成分,已发现促进BMSCs增殖,但潜在的机制仍不清楚。本研究旨在探讨TanIIA对hBMSCs体外扩增能力的影响及潜在机制。
    未经批准:在本研究中,研究了TanIIA对人骨髓间充质干细胞扩增能力的影响,和定量蛋白质组分析进一步应用于鉴定TanIIA处理的hBMSCs中的差异表达蛋白(DEPs)和分子信号通路。最后,采用分子生物学技术验证了TanIIA促进hBMSCs扩增的机制。
    UNASSIGNED:结果表明,总共确定了84个DEP,其中51种蛋白质上调,33种蛋白质下调。此外,TanIIA可以通过增加成纤维细胞生长因子2(FGF2)的释放来调节S期进程,从而促进hBMSCs的增殖,FGF介导的PI3K/AKT信号通路可能在TanIIA对hBMSCs扩增的影响中起重要作用。
    UNASSIGNED:本研究采用分子生物学技能结合定量蛋白质组分析,在某种程度上,阐明了TanIIA促进hBMSCs增殖的作用机制,并暗示TanIIA未来可能有潜力用于BMSCs在细胞治疗中的应用。
    UNASSIGNED: Bone marrow mesenchymal stem cells (BMSCs) are a promising cell type for tissue engineering, however, the application of BMSCs is largely hampered by the limited number harvested from bone marrow cells. The methods or strategies that focused on promoting the capacity of BMSCs expansion ex vivo become more and more important. Tanshinone IIA (Tan IIA), the main active components of Danshen, has been found to promote BMSCs proliferation, but the underlying mechanism is still unclear. The aim of this study is to explore the effect and underlying mechanism of Tan IIA on the expansion capacity of hBMSCs ex vivo.
    UNASSIGNED: In this present study, the effect of Tan IIA on the expansion capacity of BMSCs from human was investigated, and quantitative proteome analysis was applied furtherly to identify the differentially expressed proteins (DEPs) and the molecular signaling pathways in Tan IIA-treated hBMSCs. Finally, molecular biology skills were employed to verify the proposed mechanism of Tan IIA in promoting hBMSCs expansion.
    UNASSIGNED: The results showed that a total of 84 DEPs were identified, of which 51 proteins were upregulated and 33 proteins were downregulated. Besides, Tan IIA could promote hBMSCs proliferation by regulating the progression of S phase via increasing the release of fibroblast growth factor 2 (FGF2), FGF-mediated PI3K/AKT signaling pathways may play an important role in Tan IIA\'s effect on hBMSCs expansion.
    UNASSIGNED: This study employed molecular biology skills combined with quantitative proteome analysis, to some extent, clarified the mechanism of Tan IIA\'s effect on promoting hBMSCs proliferation, and will give a hint that Tan IIA may have the potential to be used for BMSCs applications in cell therapies in the future.
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  • 文章类型: Journal Article
    已经开发了针对不同途径的各种抗高血压药物;然而,对这些药物的药物代谢反应很少与阐明血压调节的共同途径进行比较.这里,我们对四种主要的抗高血压药物进行了多维药物代谢比较研究,即血管紧张素转换酶抑制剂(ACEis),血管紧张素受体阻滞剂(ARB),钙通道阻滞剂(CCB),和利尿剂(DIURS),通过超高效液相色谱耦合量子飞行时间质谱。两百五十名年轻高血压患者,他们平均分为五个研究组:非药物治疗,ACEi,ARB,CCB,和DIUR组,被招募。在一项通过协方差分析进行的全代谢组关联研究中,确定了与抗高血压药物的药物代谢反应显着相关的37个分子特征。这些功能的三分之一由多种药物共享。ACEis,ARBs,和DIUR共享比CCB更多的功能,部分反映了这种情况,ARBs,和DIUR影响肾素-血管紧张素-醛固酮系统。通过协方差分析的所有四个模型一致地鉴定了13个分子特征。进行了串联质谱(或MS/MS)实验以破译这13个分子特征的化学结构,包括ARB相关溶血磷脂酰胆碱(P4135),CCB相关的二酰基甘油(15:0/18:2)(P1175),和DIUR相关的油酰胺(P1516)。此外,二酰基甘油(15:0/14:2)(P408)与所有四种抗高血压药物的药物代谢反应显着相关。鉴定的代谢物提供了对血压调节机制和抗高血压药物药物代谢反应的潜在预测标记的见解。
    Various groups of antihypertensive drugs targeting different pathways have been developed; however, the pharmacometabolic responses to these drugs have rarely been compared to elucidate the common pathway of blood pressure regulation. Here, we performed a comparative multi-dimensional pharmacometabolic study on the four major lines of antihypertensive drugs, namely angiotensin-converting enzyme inhibitors (ACEis), angiotensin receptor blockers (ARBs), calcium channel blockers (CCBs), and diuretics (DIURs), through ultra-performance liquid chromatography coupled to quantum time-of-flight mass spectrometry. Two hundred fifty patients with young-onset hypertension, who were equally divided among five study groups: non-medicated, ACEi, ARB, CCB, and DIUR groups, were recruited. In a metabolome-wide association study conducted through analysis of covariance, 37 molecular features significantly associated with pharmacometabolic responses to antihypertensive drugs were identified. One-third of these features were shared by multiple medications. ACEis, ARBs, and DIURs shared more features than CCB, partially reflecting that ACEis, ARBs, and DIURs affect the renin-angiotensin-aldosterone system. Thirteen molecular features were consistently identified by all four models of the analysis of covariance. A tandem mass spectrometry (or MS/MS) experiment was performed to decipher the chemical structure of these 13 molecular features, including ARB-associated lysophosphatidylcholine (P4135), CCB-associated diacylglycerol(15:0/18:2) (P1175), and DIUR-associated oleamide (P1516). In addition, diacylglycerol(15:0/14:2) (P408) was significantly associated with the pharmacometabolic response to all four antihypertensive drugs. The identified metabolites provide insights into the mechanisms of blood pressure regulation and potential predictive markers of pharmacometabolic responses to antihypertensive drugs.
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  • 文章类型: Journal Article
    长双歧杆菌BB536补充剂可用于调节各种人群的排便,包括健康受试者和肠易激综合征(IBS)患者;然而,个体对长双歧杆菌BB536治疗的反应各不相同。一个推定的因素是肠道微生物群;最近的研究报道肠道微生物群介导饮食或药物对宿主的影响。这里,我们调查了肠道特征,比如微生物组和代谢组,与长芽孢杆菌BB536在增加排便频率方面的有效性有关。
    随机,对24名主要有便秘倾向的成年人进行了双盲对照交叉试验.受试者接受由耐酸无缝胶囊中的长双歧杆菌BB536或类似的包封淀粉粉末组成的两周饮食干预作为安慰剂对照。每天记录肠道运动频率,在几个时间点收集粪便样本,并通过代谢基因组学方法进行分析,该方法包括对使用质谱获得的代谢组数据和使用高通量测序获得的微生物组数据进行综合分析。受试者之间的长肠杆菌摄入引起的排便频率存在差异。通过机器学习基于在长双歧杆菌摄入之前收集的粪便样品的微生物组和代谢组特征来预测响应者。应答者和非应答者之间八个细菌属的丰度显着不同。
    肠道微生物组和代谢组谱可用作补充长双歧杆菌BB536后改善排便的潜在标志物。这些发现对个性化益生菌治疗的发展具有意义。
    UNASSIGNED: Bifidobacterium longum BB536 supplementation can be used to regulate bowel movements in various people, including healthy subjects and patients with irritable bowel syndrome (IBS); however, individuals vary in their responses to B. longum BB536 treatment. One putative factor is the gut microbiota; recent studies have reported that the gut microbiota mediates the effects of diet or drugs on the host. Here, we investigated intestinal features, such as the microbiome and metabolome, related to B. longum BB536 effectiveness in increasing bowel movement frequency.
    UNASSIGNED: A randomized, double-blind controlled crossover trial was conducted with 24 adults who mainly tended to be constipated. The subjects received a two-week dietary intervention consisting of B. longum BB536 in acid-resistant seamless capsules or similarly encapsulated starch powder as the placebo control. Bowel movement frequency was recorded daily, and fecal samples were collected at several time points, and analyzed by metabologenomic approach that consists of an integrated analysis of metabolome data obtained using mass spectrometry and microbiome data obtained using high-throughput sequencing. There were differences among subjects in B. longum intake-induced bowel movement frequency. The responders were predicted by machine learning based on the microbiome and metabolome features of the fecal samples collected before B. longum intake. The abundances of eight bacterial genera were significantly different between responders and nonresponders.
    UNASSIGNED: Intestinal microbiome and metabolome profiles might be utilized as potential markers of improved bowel movement after B. longum BB536 supplementation. These findings have implications for the development of personalized probiotic treatments.
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