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Struggling to Understand the NEC Spectrum-Could the Integration of Metabolomics, Clinical-Laboratory Data, and Other Emerging Technologies Help Diagnosis? 努力了解 NEC 病谱--代谢组学、临床实验室数据和其他新兴技术的整合能否帮助诊断?
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-26 DOI: 10.3390/metabo14100521
Kosmas Sarafidis, Eleni Agakidou, Angeliki Kontou, Charalampos Agakidis, Josef Neu

Necrotizing enterocolitis (NEC) is the most prevalent and potentially fatal intestinal injury mainly affecting premature infants, with significant long-term consequences for those who survive. This review explores the scale of the problem, highlighting advancements in epidemiology, the understanding of pathophysiology, and improvements in the prediction and diagnosis of this complex, multifactorial, and multifaced disease. Additionally, we focus on the potential role of metabolomics in distinguishing NEC from other conditions, which could allow for an earlier and more accurate classification of intestinal injuries in infants. By integrating metabolomic data with other diagnostic approaches, it is hoped to enhance our ability to predict outcomes and tailor treatments, ultimately improving care for affected infants.

坏死性小肠结肠炎(NEC)是主要影响早产儿的最常见且可能致命的肠道损伤,对存活下来的早产儿造成严重的长期后果。本综述探讨了这一问题的严重性,重点介绍了流行病学的进展、对病理生理学的理解以及在预测和诊断这种复杂、多因素和多面性疾病方面的改进。此外,我们还重点探讨了代谢组学在区分 NEC 和其他疾病方面的潜在作用,这有助于更早、更准确地对婴儿肠道损伤进行分类。通过将代谢组学数据与其他诊断方法相结合,我们希望能提高预测结果和定制治疗的能力,最终改善对患病婴儿的护理。
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引用次数: 0
The Causal Effect of Urate Level on Female Infertility: A Mendelian Randomization Study. 尿酸水平对女性不孕的因果效应:孟德尔随机研究
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-25 DOI: 10.3390/metabo14100516
Jiawei Sun, Ting Shen, Yining Guan, Yixin Jiang, Xiaoling Xu

Background/objective: This study aimed to investigate the causal relationship between urate level and female infertility using Mendelian randomization (MR) analysis.

Methods: To identify instrumental variables, we selected independent genetic loci associated with serum urate levels in individuals of European ancestry, utilizing data from large-scale genome-wide association studies (GWAS). The GWAS dataset included information on serum urate levels from 288,649 CKDGen participants. Female infertility data, including different etiologic classifications, consisted of 13,142 female infertility patients and 107,564 controls. We employed four MR methods, namely inverse variance weighted (IVW), MR-Egger, weighted median, and weighted model, to investigate the causal relationship between urate levels and female infertility. The Cochran Q-test was used to assess heterogeneity among single nucleotide polymorphisms (SNPs), and the MR-Egger intercept test was employed to evaluate the presence of horizontal pleiotropy. Additionally, a "leave-one-out" sensitivity analysis was conducted to examine the influence of individual SNPs on the MR study.

Results: The IVW analysis demonstrated that elevated serum urate levels increased the risk of female infertility (odds ratio [OR] = 1.18, 95% confidence interval [CI]: 1.07-1.33). Furthermore, serum urate levels were found to be associated with infertility due to cervical, vaginal, or other unknown causes (OR = 1.16, 95% CI: 1.06-1.26), also confirmed by other methods. Heterogeneity among instrumental variables was assessed using Cochran's Q-test (p < 0.05), so a random-effects IVW approach was employed in the effects model. The MR-Egger intercept test indicated no presence of horizontal pleiotropy. A "leave-one-out" sensitivity analysis was conducted, demonstrating that no individual SNP had a substantial impact on the overall findings.

Conclusions: In the European population, the urate level is significantly and causally associated with an increased risk of female infertility.

背景/目的本研究旨在利用孟德尔随机分析法(MR)研究尿酸水平与女性不孕症之间的因果关系:为了确定工具变量,我们利用大规模全基因组关联研究(GWAS)的数据,选择了与欧洲血统个体血清尿酸水平相关的独立遗传位点。GWAS 数据集包括 288,649 名 CKDGen 参与者的血清尿酸水平信息。女性不孕症数据(包括不同的病因分类)包括 13,142 名女性不孕症患者和 107,564 名对照者。我们采用了反方差加权(IVW)、MR-Egger、加权中位数和加权模型四种 MR 方法来研究尿酸水平与女性不孕症之间的因果关系。Cochran Q 检验用于评估单核苷酸多态性(SNPs)之间的异质性,MR-Egger 截距检验用于评估是否存在水平多效性。此外,还进行了 "leave-one-out "敏感性分析,以检查单个 SNP 对 MR 研究的影响:IVW分析表明,血清尿酸水平升高会增加女性不孕症的风险(比值比 [OR] = 1.18,95% 置信区间 [CI]:1.07-1.33)。此外,血清尿酸水平还与宫颈、阴道或其他不明原因导致的不孕有关(OR = 1.16,95% CI:1.06-1.26),其他方法也证实了这一点。使用 Cochran's Q 检验评估了工具变量之间的异质性(P < 0.05),因此在效应模型中采用了随机效应 IVW 方法。MR-Egger截距检验表明不存在水平多效性。进行了 "撇一除一 "敏感性分析,结果表明没有单个 SNP 对总体结果产生实质性影响:结论:在欧洲人群中,尿酸水平与女性不孕症风险的增加有显著的因果关系。
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引用次数: 0
Ultra-High-Performance Liquid Chromatography-High-Definition Mass Spectrometry-Based Metabolomics to Reveal the Potential Anti-Arthritic Effects of Illicium verum in Cultured Fibroblast-like Synoviocytes Derived from Rheumatoid Arthritis. 基于超高效液相色谱-高分辨质谱联用技术的代谢组学研究揭示茵陈在类风湿性关节炎纤维母细胞样滑膜培养细胞中的潜在抗关节炎作用
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-25 DOI: 10.3390/metabo14100517
Mingzhen Qin, Lu Chen, Xiaoli Hou, Wuwei Wu, Yu Liu, Yu Pan, Mengli Zhang, Zhien Tan, Danna Huang

Background: Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease. The fruits of Illicium verum, which is a medicinal and edible resource, have been shown to have anti-inflammatory properties.

Methods: In this study, we investigated the effects of I. verum extracts (IVEs) on human RA fibroblasts-like synoviocytes (RA-FLS) by using a sensitive and selective ultra-high-performance liquid chromatography with high-definition mass spectrometry (UPLC-HDMS) method. We subsequently analyzed the metabolites produced after the incubation of cultured RA-FLS with IVEs.

Results: IVEs inhibited the proliferation and suppressed the migration of RA-FLS, and reduced the levels of inflammatory factors including TNF-α and IL-6. Twenty differential metabolites responsible for the effects of IVEs were screened and annotated based on the UPLC-HDMS data by using a cell metabolomics approach.

Discussion: Our findings suggest that treating RA-FLS with IVEs can regulate lipid and amino acid metabolism, indicating that this extract has the potential to modify the metabolic pathways that cause inflammation in RA.

Conclusions: This might lead to novel therapeutic strategies for managing patients with RA.

背景:类风湿性关节炎(RA)是一种慢性炎症性自身免疫疾病。作为药用和食用资源的茵陈果实已被证明具有抗炎特性:在这项研究中,我们采用灵敏且选择性高的超高效液相色谱-高清质谱(UPLC-HDMS)方法,研究了茵陈提取物(IVEs)对人RA成纤维细胞样滑膜细胞(RA-FLS)的影响。我们随后分析了用 IVEs 培养 RA-FLS 后产生的代谢物:结果:IVEs抑制了RA-FLS的增殖和迁移,降低了TNF-α和IL-6等炎症因子的水平。讨论:我们的研究结果表明,IVEs能抑制RA-FLS的增殖和迁移,降低TNF-α和IL-6等炎症因子的水平:讨论:我们的研究结果表明,用IVEs治疗RA-FLS可调节脂质和氨基酸代谢,表明这种提取物有可能改变导致RA炎症的代谢途径:结论:这可能会为治疗 RA 患者带来新的治疗策略。
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引用次数: 0
Global and Targeted Metabolomics for Revealing Metabolomic Alteration in Niemann-Pick Disease Type C Model Cells. 揭示尼曼-皮克病 C 型模型细胞代谢组变化的全局和靶向代谢组学研究
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-24 DOI: 10.3390/metabo14100515
Masahiro Watanabe, Masamitsu Maekawa, Keitaro Miyoshi, Toshihiro Sato, Yu Sato, Masaki Kumondai, Masayoshi Fukasawa, Nariyasu Mano

Background: Niemann-Pick disease type C (NPC) is an inherited disorder characterized by a functional deficiency of cholesterol transport proteins. However, the molecular mechanisms and pathophysiology of the disease remain unknown.

Methods: In this study, we identified several metabolite characteristics of NPC that may fluctuate in a cellular model of the disease, using both global and targeted metabolomic analyses by liquid chromatography/tandem mass spectrometry (LC-MS/MS). Three cell lines, HepG2 cells (wild-type[WT]) and two NPC model HepG2 cell lines in which NPC1 was genetically ablated (knockout [KO]1 and KO2), were used for metabolomic analysis. Data were subjected to enrichment analysis using the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways.

Results: The enrichment analysis of global metabolomics revealed that 8 pathways in KO1 and 16 pathways in KO2 cells were notably altered. In targeted metabolomics for 15 metabolites, 4 metabolites in KO1 and 10 metabolites in KO2 exhibited statistically significant quantitative changes in KO1 or KO2 relative to WT. Most of the altered metabolites were related to creatinine synthesis and cysteine metabolism pathways.

Conclusions: In the future, our objective will be to elucidate the relationship between these metabolic alterations and pathophysiology.

背景:尼曼-皮克病 C 型(NPC)是一种遗传性疾病,其特征是胆固醇转运蛋白功能缺陷。然而,该病的分子机制和病理生理学仍然未知:在这项研究中,我们通过液相色谱/串联质谱(LC-MS/MS)进行全局和靶向代谢组学分析,确定了鼻咽癌细胞模型中可能波动的几种代谢物特征。代谢组学分析使用了三种细胞系,即 HepG2 细胞(野生型[WT])和两种 NPC 模型 HepG2 细胞系(其中 NPC1 被基因敲除[KO]1 和 KO2)。利用京都基因组百科全书(KEGG)通路对数据进行了富集分析:结果:全局代谢组学的富集分析表明,KO1和KO2细胞中分别有8条和16条通路发生了显著改变。在15种代谢物的靶向代谢组学中,相对于WT,KO1中的4种代谢物和KO2中的10种代谢物在KO1或KO2中表现出统计学意义上的显著定量变化。大多数改变的代谢物与肌酐合成和半胱氨酸代谢途径有关:今后,我们的目标将是阐明这些代谢改变与病理生理学之间的关系。
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引用次数: 0
Metabolic Predictors of Cardiorespiratory Fitness Responsiveness to Continuous Endurance and High-Intensity Interval Training Programs: The TIMES Study-A Randomized Controlled Trial. 持续耐力和高强度间歇训练计划对心肺功能响应的代谢预测因素:TIMES 研究--随机对照试验》。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-23 DOI: 10.3390/metabo14090512
Alex Castro, Antonio Gilberto Ferreira, Aparecida Maria Catai, Matheus Alejandro Bolina Amaral, Claudia Regina Cavaglieri, Mara Patrícia Traina Chacon-Mikahil

Background/Objectives: Cardiorespiratory fitness (CRF) levels significantly modulate the risk of cardiometabolic diseases, aging, and mortality. Nevertheless, there is a substantial interindividual variability in CRF responsiveness to a given standardized exercise dose despite the type of training. Predicting the responsiveness to regular exercise has the potential to contribute to personalized exercise medicine applications. This study aimed to identify predictive biomarkers for the classification of CRF responsiveness based on serum and intramuscular metabolic levels before continuous endurance training (ET) or high-intensity interval training (HIIT) programs using a randomized controlled trial. Methods: Forty-three serum and seventy intramuscular (vastus lateralis) metabolites were characterized and quantified via proton nuclear magnetic resonance (1H NMR), and CRF levels (expressed in METs) were measured in 70 sedentary young men (age: 23.7 ± 3.0 years; BMI: 24.8 ± 2.5 kg·m-2), at baseline and post 8 weeks of the ET, HIIT, and control (CO) periods. A multivariate binary logistic regression model was used to classify individuals at baseline as Responders or Non-responders to CRF gains after the training programs. Results: CRF responses ranged from 0.9 to 3.9 METs for ET, 1.1 to 4.7 METs for HIIT, and -0.9 to 0.2 METs for CO. The frequency of Responder/Non-responder individuals between ET (76.7%/23.3%) and HIIT (90.0%/10.0%) programs was similar (p = 0.166). The model based on serum O-acetylcarnitine levels [OR (odds ratio) = 4.72, p = 0.012] classified Responder/Non-responders individuals to changes in CRF regardless of the training program with 78.0% accuracy (p = 0.006), while the intramuscular model based on creatinine levels (OR = 4.53, p = 0.0137) presented 72.3% accuracy (p = 0.028). Conclusions: These results highlight the potential value of serum and intramuscular metabolites as biomarkers for the classification of CRF responsiveness previous to different aerobic training programs.

背景/目的:心肺功能(CRF)水平可显著调节心血管代谢疾病、衰老和死亡风险。然而,尽管训练类型不同,但个体间对特定标准化运动剂量的 CRF 反应性存在很大差异。预测对常规运动的反应性可能有助于个性化运动医学的应用。本研究旨在通过一项随机对照试验,根据连续耐力训练(ET)或高强度间歇训练(HIIT)项目前的血清和肌肉内代谢水平,确定CRF反应性分类的预测性生物标志物。方法:通过质子核磁共振(1H NMR)对 70 名久坐不动的年轻男性(年龄:23.7 ± 3.0 岁;体重指数:24.8 ± 2.5 kg-m-2)的 43 种血清和 70 种肌内(侧肌)代谢物进行表征和量化,并在基线和 8 周的 ET、HIIT 和对照(CO)期后测量 CRF 水平(以 METs 表示)。采用多变量二元逻辑回归模型将基线时的个体划分为对训练计划后CRF增长有反应者和无反应者。结果显示ET 的 CRF 反应介于 0.9 至 3.9 METs 之间,HIIT 的 CRF 反应介于 1.1 至 4.7 METs 之间,CO 的 CRF 反应介于 -0.9 至 0.2 METs 之间。在 ET(76.7%/23.3%)和 HIIT(90.0%/10.0%)项目中,应答者/非应答者的频率相似(p = 0.166)。基于血清 O-乙酰肉碱水平的模型[OR(几率比)= 4.72,p = 0.012]将响应者/非响应者与 CRF 变化进行分类,准确率为 78.0%(p = 0.006),而基于肌酐水平的肌内模型(OR = 4.53,p = 0.0137)的准确率为 72.3%(p = 0.028)。结论这些结果凸显了血清和肌肉内代谢物作为生物标志物的潜在价值,可用于对不同有氧训练计划前的 CRF 反应性进行分类。
{"title":"Metabolic Predictors of Cardiorespiratory Fitness Responsiveness to Continuous Endurance and High-Intensity Interval Training Programs: The TIMES Study-A Randomized Controlled Trial.","authors":"Alex Castro, Antonio Gilberto Ferreira, Aparecida Maria Catai, Matheus Alejandro Bolina Amaral, Claudia Regina Cavaglieri, Mara Patrícia Traina Chacon-Mikahil","doi":"10.3390/metabo14090512","DOIUrl":"https://doi.org/10.3390/metabo14090512","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Cardiorespiratory fitness (CRF) levels significantly modulate the risk of cardiometabolic diseases, aging, and mortality. Nevertheless, there is a substantial interindividual variability in CRF responsiveness to a given standardized exercise dose despite the type of training. Predicting the responsiveness to regular exercise has the potential to contribute to personalized exercise medicine applications. This study aimed to identify predictive biomarkers for the classification of CRF responsiveness based on serum and intramuscular metabolic levels before continuous endurance training (ET) or high-intensity interval training (HIIT) programs using a randomized controlled trial. <b>Methods:</b> Forty-three serum and seventy intramuscular (vastus lateralis) metabolites were characterized and quantified via proton nuclear magnetic resonance (<sup>1</sup>H NMR), and CRF levels (expressed in METs) were measured in 70 sedentary young men (age: 23.7 ± 3.0 years; BMI: 24.8 ± 2.5 kg·m<sup>-2</sup>), at baseline and post 8 weeks of the ET, HIIT, and control (CO) periods. A multivariate binary logistic regression model was used to classify individuals at baseline as Responders or Non-responders to CRF gains after the training programs. <b>Results:</b> CRF responses ranged from 0.9 to 3.9 METs for ET, 1.1 to 4.7 METs for HIIT, and -0.9 to 0.2 METs for CO. The frequency of Responder/Non-responder individuals between ET (76.7%/23.3%) and HIIT (90.0%/10.0%) programs was similar (<i>p</i> = 0.166). The model based on serum O-acetylcarnitine levels [OR (odds ratio) = 4.72, <i>p</i> = 0.012] classified Responder/Non-responders individuals to changes in CRF regardless of the training program with 78.0% accuracy (<i>p</i> = 0.006), while the intramuscular model based on creatinine levels (OR = 4.53, <i>p</i> = 0.0137) presented 72.3% accuracy (<i>p</i> = 0.028). <b>Conclusions:</b> These results highlight the potential value of serum and intramuscular metabolites as biomarkers for the classification of CRF responsiveness previous to different aerobic training programs.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"14 9","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11433752/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142349781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Liquid Chromatography/Tandem Mass Spectrometry-Based Simultaneous Analysis of 32 Bile Acids in Plasma and Conventional Biomarker-Integrated Diagnostic Screening Model Development for Hepatocellular Carcinoma. 基于液相色谱/串联质谱法的血浆中 32 种胆汁酸的同步分析和肝细胞癌常规生物标记物整合诊断筛查模型的开发
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-23 DOI: 10.3390/metabo14090513
Minami Yamauchi, Masamitsu Maekawa, Toshihiro Sato, Yu Sato, Masaki Kumondai, Mio Tsuruoka, Jun Inoue, Atsushi Masamune, Nariyasu Mano

Imaging tests, tumor marker (TM) screening, and biochemical tests provide a definitive diagnosis of hepatocellular carcinoma (HCC). However, some patients with HCC may present TM-negative results, warranting a need for developing more sensitive and accurate screening biomarkers. Various diseases exhibit increased blood levels of bile acids, biosynthesized from cholesterol in the liver, and they have been associated with HCC. Herein, we analyzed plasma bile acids using liquid chromatography/tandem mass spectrometry and integrated them with conventional biomarkers to develop a diagnostic screening model for HCC. Plasma samples were obtained from patients diagnosed with chronic hepatitis, hepatic cirrhosis (HC), and HCC. A QTRAP 6500 mass spectrometer and a Nexera liquid chromatograph with a YMC-Triart C18 analytical column were used. The mobile phase A was a 20 mmol/L ammonium formate solution, and mobile phase B was a methanol/acetonitrile mixture (1:1, v/v) with 20 mmol/L ammonium formate. After determining the concentrations of 32 bile acids, statistical analysis and diagnostic screening model development were performed. Plasma concentrations of bile acids differed between sample groups, with significant differences observed between patients with HC and HCC. By integrating bile acid results with conventional biochemical tests, a potential diagnostic screening model for HCC was successfully developed. Future studies should increase the sample size and analyze the data in detail to verify the diagnostic efficacy of the model.

成像检测、肿瘤标志物(TM)筛查和生化检测可提供肝细胞癌(HCC)的明确诊断。然而,一些 HCC 患者可能出现 TM 阴性结果,因此需要开发更灵敏、更准确的筛查生物标志物。胆汁酸是由肝脏中的胆固醇生物合成的,各种疾病都会导致胆汁酸血药浓度升高,而胆汁酸与 HCC 相关。在此,我们使用液相色谱/串联质谱法分析了血浆胆汁酸,并将其与传统生物标志物相结合,开发出一种诊断筛查 HCC 的模型。血浆样本取自被诊断为慢性肝炎、肝硬化(HC)和 HCC 的患者。采用 QTRAP 6500 质谱仪和 Nexera 液相色谱仪,分析柱为 YMC-Triart C18。流动相 A 为 20 mmol/L 甲酸铵溶液,流动相 B 为甲醇/乙腈混合物(1:1,v/v)加 20 mmol/L 甲酸铵。测定 32 种胆汁酸的浓度后,进行了统计分析并建立了诊断筛选模型。不同样本组的血浆胆汁酸浓度不同,HC 和 HCC 患者的胆汁酸浓度差异显著。通过将胆汁酸结果与常规生化检验相结合,成功建立了一个潜在的 HCC 诊断筛查模型。今后的研究应增加样本量并详细分析数据,以验证该模型的诊断功效。
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引用次数: 0
Relationship of SOD-1 Activity in Metabolic Syndrome and/or Frailty in Elderly Individuals. SOD-1 活性与代谢综合征和/或老年人虚弱的关系
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-23 DOI: 10.3390/metabo14090514
Sylwia Dzięgielewska-Gęsiak, Ewa Wysocka, Edyta Fatyga, Małgorzata Muc-Wierzgoń

Introduction: Although aging is a natural phenomenon, in recent years it has accelerated. One key factor implicated in the aging process is oxidative stress. Oxidative stress also plays a role in frailty (frail) and metabolic syndrome (MetS).

Methods: A total of 66 elderly persons (65 years old and older) with no acute or severe chronic disorders were assessed for waist circumference (WC), arterial blood pressure, glycemia, glycated hemoglobin (HbA1c), plasma lipids, and activity of erythrocyte superoxide dismutase (SOD-1). Patients were classified as NonMetS-Nonfrail (n = 19), NonMetS-frail (n = 20), MetS-Nonfrail (n = 17), or MetS-frail (n = 10).

Results: There were no significant differences in superoxide dismutase activity among investigated elderly groups. However, the data suggest that MetS individuals, both frail and nonfrail, have higher risk factors for cardiovascular disease compared to NonMetS individuals. The correlations analyses of SOD-1 and other metabolic indices suggest that SOD-1 levels may be influenced by age, total cholesterol, HDL cholesterol, and fasting glucose levels in certain groups of seniors.

Conclusions: Aging is associated with decreased antioxidant enzyme SOD-1 activity with glucose alteration in frailty syndrome as well as with lipids disturbances in metabolic syndrome. These factors provide a nuanced view of how frailty and metabolic syndrome interact with various health parameters, informing both clinical practice and future research directions.

导言虽然衰老是一种自然现象,但近年来衰老的速度却在加快。与衰老过程有关的一个关键因素是氧化应激。氧化应激在虚弱(frail)和代谢综合征(MetS)中也扮演着重要角色:对 66 名无急性或严重慢性疾病的老年人(65 岁及以上)进行了腰围(WC)、动脉血压、血糖、糖化血红蛋白(HbA1c)、血浆脂质和红细胞超氧化物歧化酶(SOD-1)活性的评估。患者被分为非 MetS-Nonfrail(n = 19)、非 MetS-frail(n = 20)、MetS-Nonfrail(n = 17)或 MetS-frail(n = 10):结果:在接受调查的老年人组中,超氧化物歧化酶活性没有明显差异。然而,数据表明,与非 MetS 群体相比,MetS 群体(包括体弱和非体弱群体)具有更高的心血管疾病风险因素。SOD-1与其他代谢指标的相关性分析表明,在某些老年人群体中,SOD-1水平可能会受到年龄、总胆固醇、高密度脂蛋白胆固醇和空腹血糖水平的影响:结论:衰老与抗氧化酶 SOD-1 活性的降低、虚弱综合征中葡萄糖的改变以及代谢综合征中血脂紊乱有关。这些因素从细微处说明了虚弱和代谢综合征如何与各种健康参数相互作用,为临床实践和未来研究方向提供了参考。
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引用次数: 0
Comprehensive Secondary Metabolite Profiling and Antioxidant Activity of Aqueous and Ethanol Extracts of Neolamarckia cadamba (Roxb.) Bosser Fruits. Neolamarckia cadamba (Roxb.) Bosser 果实水提取物和乙醇提取物的全面次生代谢物分析和抗氧化活性。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-21 DOI: 10.3390/metabo14090511
Lin Yang, Liyan Wu, Yongxin Li, Yuhui Yang, Yuting Gu, Jialin Yang, Luzy Zhang, Fanxin Meng

Background: Neolamarckia cadamba (Rubiaceae) is a well-recognized medicinal plant with recorded therapeutical attributes. However, a thorough assessment of active compounds in its fruits is lacking, limiting their use and valorization in pharmacological industries.

Methods: Thus, this study investigated variations in the fruits' secondary metabolite (SM) profiles, as well as antioxidant activities in aqueous (WA) and ethanol (ET) extracts.

Results: Liquid chromatography-electrospray ionization tandem mass spectrometry identified 541 SMs, of which 14 and 1 (di-O-glucosylquinic acid) were specifically detected in ET and WA, respectively. Phenolic acids (36.97%), flavonoids (28.10%), terpenoids (12.20%), and alkaloids (9.98%) were the dominant SMs. The SM profiles of the fruits in WA and ET were quite different. We revealed 198 differentially extracted (DE) metabolites between WA and ET, including 62 flavonoids, 57 phenolic acids, 45 terpenoids, 14 alkaloids, etc. Most DE flavones (36 out of 40), terpenoids (45 out of 45), and alkaloids (12 out of 14) had higher content in ET. Catechin and its derivatives, procyanidins, and tannins had higher content in WA. ABTS and DPPH assays showed that the antioxidant activity of ET was significantly higher than that of WA.

Conclusions: Our findings will facilitate the efficient extraction and evaluation of specific active compounds in N. cadamba.

背景:茜草科(Rubiaceae)茜草属(Neolamarckia cadamba)是一种广受认可的药用植物,其治疗特性已被记录在案。然而,由于缺乏对其果实中活性化合物的全面评估,限制了其在制药业中的应用和价值提升:因此,本研究调查了果实中次生代谢物(SM)的变化,以及水提取物(WA)和乙醇提取物(ET)中的抗氧化活性:液相色谱-电喷雾串联质谱法鉴定出 541 种次生代谢物,其中 14 种(二-O-葡萄糖基奎宁酸)和 1 种(二-O-葡萄糖基奎宁酸)分别在 ET 和 WA 中被特别检测到。酚酸类(36.97%)、黄酮类(28.10%)、萜类(12.20%)和生物碱类(9.98%)是主要的 SMs。西澳和东澳果实的 SM 图谱差异很大。我们发现西澳和东澳的差异提取代谢物有 198 种,包括 62 种黄酮类化合物、57 种酚酸类化合物、45 种萜类化合物和 14 种生物碱类化合物等。大多数 DE 黄酮类化合物(40 种中的 36 种)、萜类化合物(45 种中的 45 种)和生物碱(14 种中的 12 种)在 ET 中含量较高。儿茶素及其衍生物、原花青素和单宁酸在 WA 中含量较高。ABTS 和 DPPH 试验表明,ET 的抗氧化活性明显高于 WA:我们的研究结果将有助于有效提取和评估 N. cadamba 中的特定活性化合物。
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引用次数: 0
Predicting the Association of Metabolites with Both Pathway Categories and Individual Pathways. 预测代谢物与途径类别和单个途径的关联性
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-21 DOI: 10.3390/metabo14090510
Erik D Huckvale, Hunter N B Moseley

Metabolism is a network of chemical reactions that sustain cellular life. Parts of this metabolic network are defined as metabolic pathways containing specific biochemical reactions. Products and reactants of these reactions are called metabolites, which are associated with certain human-defined metabolic pathways. Metabolic knowledgebases, such as the Kyoto Encyclopedia of Gene and Genomes (KEGG) contain metabolites, reactions, and pathway annotations; however, such resources are incomplete due to current limits of metabolic knowledge. To fill in missing metabolite pathway annotations, past machine learning models showed some success at predicting the KEGG Level 2 pathway category involvement of metabolites based on their chemical structure. Here, we present the first machine learning model to predict metabolite association to more granular KEGG Level 3 metabolic pathways. We used a feature and dataset engineering approach to generate over one million metabolite-pathway entries in the dataset used to train a single binary classifier. This approach produced a mean Matthews correlation coefficient (MCC) of 0.806 ± 0.017 SD across 100 cross-validation iterations. The 172 Level 3 pathways were predicted with an overall MCC of 0.726. Moreover, metabolite association with the 12 Level 2 pathway categories was predicted with an overall MCC of 0.891, representing significant transfer learning from the Level 3 pathway entries. These are the best metabolite pathway prediction results published so far in the field.

新陈代谢是维持细胞生命的化学反应网络。这个代谢网络的一部分被定义为代谢途径,其中包含特定的生化反应。这些反应的产物和反应物被称为代谢物,它们与人类定义的某些代谢途径相关联。京都基因和基因组百科全书》(KEGG)等代谢知识库包含代谢物、反应和途径注释;然而,由于目前代谢知识的局限性,这些资源并不完整。为了填补代谢物通路注释的缺失,过去的机器学习模型在根据代谢物的化学结构预测其参与的 KEGG 二级通路类别方面取得了一定的成功。在这里,我们提出了第一个机器学习模型,用于预测代谢物与更精细的 KEGG 3 级代谢途径的关联。我们采用特征和数据集工程方法,在用于训练单一二元分类器的数据集中生成了 100 多万个代谢物-途径条目。在 100 次交叉验证迭代中,这种方法产生的平均马修斯相关系数 (MCC) 为 0.806 ± 0.017 SD。预测出的 172 条三级通路的总体马修斯相关系数为 0.726。此外,代谢物与 12 个二级通路类别的关联预测总 MCC 为 0.891,表明从三级通路条目中获得了显著的迁移学习。这是迄今为止该领域发表的最好的代谢物通路预测结果。
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引用次数: 0
Rice Varieties Intercropping Induced Soil Metabolic and Microbial Recruiting to Enhance the Rice Blast (Magnaporthe Oryzae) Resistance. 水稻品种间作诱导土壤代谢和微生物新陈代谢以增强对稻瘟病(Magnaporthe Oryzae)的抵抗力。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-09-20 DOI: 10.3390/metabo14090507
Xiao-Qiao Zhu, Mei Li, Rong-Ping Li, Wen-Qiang Tang, Yun-Yue Wang, Xiao Fei, Ping He, Guang-Yu Han

[Background] Intercropping is considered an effective approach to defending rice disease. [Objectives/Methods] This study aimed to explore the resistance mechanism of rice intraspecific intercropping by investigating soil metabolites and their regulation on the rhizosphere soil microbial community using metabolomic and microbiome analyses. [Results] The results showed that the panicle blast disease occurrence of the resistant variety Shanyou63 (SY63) and the susceptible variety Huangkenuo (HKN) were both decreased in the intercropping compared to monoculture. Notably, HKN in the intercropping system exhibited significantly decreased disease incidence and increased disease resistance-related enzyme protease activity. KEGG annotation from soil metabolomics analysis revealed that phenylalanine metabolic pathway, phenylalanine, tyrosine, and tryptophan biosynthesis pathway, and fructose and mannose metabolic pathway were the key pathways related to rice disease resistance. Soil microbiome analysis indicated that the bacterial genera Nocardioides, Marmoricola, Luedemannella, and Desulfomonile were significantly enriched in HKN after intercropping, while SY63 experienced a substantial accumulation of Ruminiclostridium and Cellulomonas. Omics-based correlation analysis highlighted that the community assembly of Cellulomonas and Desulfomonile significantly affected the content of the metabolites D-sorbitol, D-mannitol, quinic acid, which further proved that quinic acid had a significantly inhibitory effect on the mycelium growth of Magnaporthe oryzae, and these three metabolites had a significant blast control effect. The optimal rice blast-control efficiency on HKN was 51.72%, and Lijiangxintuanheigu (LTH) was 64.57%. [Conclusions] These findings provide a theoretical basis for rice varieties intercropping and sustainable rice production, emphasizing the novelty of the study in elucidating the underlying mechanisms of intercropping-mediated disease resistance.

[背景] 水稻间作被认为是防御水稻病害的有效方法。[目的/方法] 本研究旨在通过代谢组学和微生物组学分析,研究土壤代谢产物及其对根圈土壤微生物群落的调控作用,从而探讨水稻种内间作的抗病机理。[结果]结果表明,与单作相比,间作中抗性品种山优63(SY63)和感病品种黄绢诺(HKN)的穗瘟发生率均有所下降。值得注意的是,间作系统中的 HKN 病害发生率显著降低,抗病相关酶蛋白酶活性显著提高。土壤代谢组学分析的 KEGG 注释表明,苯丙氨酸代谢途径、苯丙氨酸、酪氨酸和色氨酸生物合成途径以及果糖和甘露糖代谢途径是与水稻抗病性相关的关键途径。土壤微生物组分析表明,间作后 HKN 中 Nocardioides、Marmoricola、Luedemannella 和 Desulfomonile 等细菌属显著富集,而 SY63 中 Ruminiclostridium 和 Cellulomonas 大量富集。基于 Omics 的相关分析表明,Cellulomonas 和 Desulfomonile 的群落组合明显影响代谢产物 D-山梨醇、D-甘露醇和奎宁酸的含量,进一步证明奎宁酸对 Magnaporthe oryzae 的菌丝生长有明显的抑制作用,而这三种代谢产物具有明显的稻瘟病防治效果。对 HKN 的最佳稻瘟病防治效果为 51.72%,对 LTH 的最佳稻瘟病防治效果为 64.57%。[结论]这些发现为水稻品种间作和水稻可持续生产提供了理论依据,强调了该研究在阐明间作介导的抗病内在机制方面的新颖性。
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引用次数: 0
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