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Genomic-Driven Identification of Conserved Biosynthetic Gene Clusters in Cladosporium limoniforme: The Case of the DHN-Melanin Pathway. 柠檬枝孢杆菌保守生物合成基因簇的基因组驱动鉴定:以DHN-Melanin通路为例。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-16 DOI: 10.3390/metabo16010077
Angela Rojas-Coll, José-Ignacio Valencia, Javier Tognarelli, Guillermo Fernández-Bunster

Background: Endolichenic fungi represent an emerging source of bioactive secondary metabolites; however, the genomic basis of their chemical diversity remains largely poorly characterized. Specifically, the metabolic capabilities of Cladosporium limoniforme have not been explored at the genomic level. Objectives: This study aimed to characterize the biosynthetic potential of C. limoniforme by presenting its first whole-genome sequence and conducting a comparative analysis of its biosynthetic gene clusters (BGCs), with a specific focus on the evolutionary conservation of the DHN-melanin pathway. Methods: Genome mining was performed using antiSMASH and fungiSMASH tools. Comparative genomics involved heatmap-based distribution analysis across the Cladosporium genus, synteny profiling using Clinker to assess gene order conservation, and Maximum Likelihood phylogenetic analysis of the polyketide synthase (T1PKS) domain. Results: We identified 26 putative BGCs, revealing a largely untapped metabolic repertoire. Comparative analysis demonstrated a high degree of conservation for the metachelin C (siderophore) and 1,3,6,8-tetrahydroxynaphthalene (T4HN) clusters across the genus. Notably, synteny and phylogenetic analyses showed that while C. limoniforme retains a conserved, ancestral T1PKS core essential for stress survival, it exhibits a significant reduction in accessory genes compared to plant-pathogenic congeners. Conclusions: These findings support a "metabolic streamlining" hypothesis driven by the endolichenic lifestyle, where the fungus retains essential protective machinery while shedding costly accessory genes unnecessary in the buffered lichen niche. This study establishes C. limoniforme as a valuable genomic resource for future biotechnological research.

背景:内生真菌是一种新兴的生物活性次生代谢物来源;然而,它们的化学多样性的基因组基础仍然在很大程度上缺乏特征。具体来说,在基因组水平上还没有对柠檬枝孢菌的代谢能力进行探索。目的:本研究旨在通过展示C. limonforma的首个全基因组序列,并对其生物合成基因簇(bgc)进行比较分析,以表征其生物合成潜力,并特别关注DHN-melanin通路的进化保护。方法:使用antiSMASH和fungiSMASH工具进行基因组挖掘。比较基因组学包括基于热图的Cladosporium属分布分析,使用Clinker评估基因顺序保守性的共系分析,以及聚酮合成酶(T1PKS)结构域的最大似然系统发育分析。结果:我们确定了26个假定的bgc,揭示了大量未开发的代谢库。比较分析表明,在整个属中,metachhelin C (siderophore)和1,3,6,8-tetrahydroxynaphthalene (T4HN)簇具有高度保守性。值得注意的是,合成和系统发育分析表明,虽然C. limonforma保留了一个保守的,祖先的T1PKS核心,对逆境生存至关重要,但与植物致病性同系物相比,它的附属基因明显减少。结论:这些发现支持了一种由内生苔藓生活方式驱动的“代谢流线型”假说,在这种生活方式中,真菌保留了必要的保护机制,同时在缓冲的地衣生态位中去除不必要的昂贵的附属基因。本研究为未来生物技术研究提供了一个有价值的基因组资源。
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引用次数: 0
Lactic Acid in Tumour Biology. 乳酸在肿瘤生物学中的应用。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-15 DOI: 10.3390/metabo16010075
Cristina Cruz, Ignasi Barba

Lactic acid accumulates in the tumour microenvironment (TME) at concentrations reaching up to 40 mM. Initially, lactic acid was considered merely a metabolic by-product of aerobic glycolysis, a phenomenon commonly referred to as the Warburg effect and observed in the majority of tumours. Recent evidence, however, has demonstrated that lactic acid is not merely a waste product; rather, it plays a pivotal role in tumour biology. High plasma lactic acid levels correlate with increased metastatic potential and lower survival rates. Elevated lactic acid levels in the TME have been shown to suppress antitumour immune responses, facilitate both metastasis and cellular senescence, and might modulate gene expression through novel epigenetic mechanisms such as histone lactylation. This review aims to summarize current knowledge on the multifaceted impact of elevated lactic acid in the TME on tumour progression and biology.

乳酸在肿瘤微环境(TME)中以高达40 mM的浓度积累。最初,乳酸被认为仅仅是有氧糖酵解的代谢副产物,这种现象通常被称为Warburg效应,在大多数肿瘤中都观察到。然而,最近的证据表明,乳酸不仅仅是一种废物;相反,它在肿瘤生物学中起着关键作用。高血浆乳酸水平与增加的转移潜能和较低的存活率相关。研究表明,TME中乳酸水平升高可抑制抗肿瘤免疫反应,促进转移和细胞衰老,并可能通过新的表观遗传机制(如组蛋白乳酸化)调节基因表达。本综述旨在总结目前关于TME中乳酸升高对肿瘤进展和生物学的多方面影响的知识。
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引用次数: 0
A Major Update and Improved Validation Functionality in the mwtab Python Library and the Metabolomics Workbench File Status Website. mwtab Python库和代谢组学工作台文件状态网站中的主要更新和改进的验证功能。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-15 DOI: 10.3390/metabo16010076
P Travis Thompson, Hunter N B Moseley

Background: The Metabolomics Workbench (MW) is a public scientific data repository consisting of experimental data and metadata from metabolomics studies collected with mass spectroscopy (MS) and nuclear magnetic resonance (NMR) analyses. Although not as rapidly as in the past, MW has steadily evolved, updating its mwTab and JSON deposition text file formats and its web-based infrastructure. However, the growth of MW has been exponential since its inception in 2013 and continues to be exponential, with the number of datasets hosted on the repository increasing by 50% since April 2024. As part of regular maintenance to keep up with changes to the mwTab file format and an earnest effort to use MW datasets in meta-analyses, the mwtab Python package has been updated. Methods: Updates include better error handling for batch processing, better parsing to read more files without error, and extensive improvements to the validation capabilities of the package. These updates also required our mwFileStatusWebsite to be updated and improved. Results: We used the enhanced validation features of the mwtab package to evaluate all available datasets in MW to facilitate improved curation, FAIRness of the repository, and reuse for meta-analyses. Conclusions: Version 2.0.0 of the mwtab Python package is now officially released and freely available on GitHub and the Python Package Index (PyPI) under a Clear Berkeley Software Distribution (BSD) license, with documentation available on GitHub. The updated mwFileStatusWebsite is also officially in its 2.0.0 version.

背景:代谢组学工作台(MW)是一个公共科学数据存储库,包括通过质谱(MS)和核磁共振(NMR)分析收集的代谢组学研究的实验数据和元数据。虽然没有过去那么快,但MW一直在稳步发展,更新了它的mwTab和JSON沉积文本文件格式以及基于web的基础设施。然而,自2013年成立以来,MW的增长一直呈指数级增长,并将继续呈指数级增长,自2024年4月以来,存储库上托管的数据集数量增加了50%。作为定期维护的一部分,以跟上mwTab文件格式的变化,并认真努力在元分析中使用MW数据集,mwTab Python包已经更新。方法:更新包括更好的批处理错误处理、更好的解析以无错误地读取更多文件,以及对包的验证功能的广泛改进。这些更新也需要我们的mwFileStatusWebsite进行更新和改进。结果:我们使用mwtab包的增强验证功能来评估MW中所有可用的数据集,以促进改进的管理、存储库的公平性和元分析的重用。结论:mwtab Python包的2.0.0版本现在正式发布,并在明确伯克利软件分发(BSD)许可下在GitHub和Python包索引(PyPI)上免费提供,并在GitHub上提供文档。更新后的mwFileStatusWebsite也正式发布了2.0.0版本。
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引用次数: 0
From Sunlight to Signaling: Evolutionary Integration of Vitamin D and Sterol Metabolism. 从阳光到信号:维生素D和固醇代谢的进化整合。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-14 DOI: 10.3390/metabo16010074
Marianna Raczyk, Carsten Carlberg

Background/objectives: This review integrates evolutionary, metabolic, genetic, and nutritional perspectives to explain how sterol-derived vitamin D pathways shape human physiology and inter-individual variability in vitamin D status.

Methods: The literature on sterol and vitamin D metabolism across animals, plants, fungi, and algae was synthesized with data from metabolomics databases, genome-wide association studies, RNA-seq resources (including GTEx), structural biology, and functional genomics.

Results: Vitamin D2 and vitamin D3 likely emerged early in evolution as non-enzymatic photochemical sterol derivatives and were later co-opted into a tightly regulated endocrine system in vertebrates. In humans, cytochrome P450 enzymes coordinate vitamin D activation and degradation and intersect with oxysterol production, thereby linking vitamin D signaling to cholesterol and bile acid metabolism. Tissue-specific gene expression and regulatory genetic variants, particularly in the genes DHCR7, CYP2R1, CYP27B1, and CYP27A1, contribute to population-level differences in vitamin D status and metabolic outcomes. Structural analyses reveal selective, high-affinity binding of 1,25-dihydroxyvitamin D3 to VDR, contrasted with broader, lower-affinity ligand recognition by LXRs. Dietary patterns modulate nuclear receptor signaling through distinct yet convergent ligand sources, including cholesterol-derived oxysterols, oxidized phytosterols, and vitamin D2 versus vitamin D3.

Conclusions: Sterol and vitamin D metabolism constitute an evolutionarily conserved, adaptable network shaped by UV exposure, enzymatic control, genetic variation, and diet. This framework explains inter-individual variability in vitamin D biology and illustrates how evolutionary and dietary modulation of sterol-derived ligands confers functional flexibility to nuclear receptor signaling in human health.

背景/目的:本综述整合了进化、代谢、遗传和营养的观点来解释甾醇来源的维生素D途径如何影响人体生理和维生素D状态的个体差异。方法:利用代谢组学数据库、全基因组关联研究、RNA-seq资源(包括GTEx)、结构生物学和功能基因组学等数据,对动物、植物、真菌和藻类中固醇和维生素D代谢的相关文献进行综合。结果:维生素D2和维生素D3可能在进化早期作为非酶光化学甾醇衍生物出现,后来被纳入脊椎动物严格调节的内分泌系统。在人类中,细胞色素P450酶协调维生素D的激活和降解,并与氧甾醇的产生交叉,从而将维生素D信号与胆固醇和胆汁酸代谢联系起来。组织特异性基因表达和调控基因变异,特别是在DHCR7、CYP2R1、CYP27B1和CYP27A1基因中,有助于维生素D状态和代谢结果在人群水平上的差异。结构分析显示1,25-二羟基维生素D3与VDR的选择性高亲和力结合,与LXRs对更广泛的低亲和力配体的识别形成对比。饮食模式通过不同但趋同的配体来源调节核受体信号,包括胆固醇衍生的氧甾醇、氧化植物甾醇和维生素D2与维生素D3。结论:甾醇和维生素D代谢构成了一个进化上保守的、适应性强的网络,受紫外线照射、酶控制、遗传变异和饮食的影响。这一框架解释了维生素D生物学的个体间差异,并说明了进化和饮食调节甾醇衍生配体如何赋予人类健康中核受体信号的功能灵活性。
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引用次数: 0
High Ratio of Dietary Palmitic Acid to DHA + EPA Induces Glucose Metabolic Disorder Through Endocrine and Transcriptional Regulation in Large Yellow Croaker (Larimichthys crocea). 高棕榈酸/ DHA + EPA比例通过内分泌和转录调控诱导大黄鱼糖代谢紊乱。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-13 DOI: 10.3390/metabo16010072
Qi Wang, Huaicheng Ge, Zhixiang Gu, Hao Chen, Hua Mu, Kangsen Mai, Wenbing Zhang

Background/Objectives: Replacing fish oil with vegetable oil is an important measure for aquaculture to relieve the pressure of fish oil, but it is also easy to cause the growth decline and metabolic disorder of farmed animals, mainly due to the change in dietary fatty acids. This study investigated the regulatory effects of dietary fatty acid composition on glucose metabolism in large yellow croaker (Larimichthys crocea) with an initial weight of 30.51 ± 0.16 g. Methods: Three isonitrogenous (~43% crude protein) and isolipid (~11% crude lipid) diets were formulated as follows: control (CON, DHA/EPA-rich oil as primary lipid), moderate palmitic acid (MPA, 50% of DHA+EPA-rich oil was replaced by glyceryl palmitate), and high palmitic acid (HPA, 100% of DHA+EPA-rich oil was replaced by glyceryl palmitate). Results: After 10 weeks of feeding, the HPA significantly reduced the liver/muscle glycogen contents, increased the liver lipid content, decreased the serum leptin/insulin level, and increased the adiponectin level. The levels of DHA and EPA in liver were decreased significantly. Transcriptionally, HPA upregulated hepatic glucokinase (gk, glycolysis) but down-regulated glycogen synthase (gys) and insulin/irs2 (insulin pathway) while inhibiting muscle ampk and leptin receptor (lepr). Conclusions: This study showed that high dietary PA/(DHA + EPA) impacted glycolipid homeostasis through endocrine and transcriptional regulation, leading to increased crude lipid and decreased glycogen levels, which provides a theoretical basis for scientific aquatic feed fatty acid formulation.

背景/目的:以植物油替代鱼油是水产养殖缓解鱼油压力的重要措施,但也容易造成养殖动物生长下降和代谢紊乱,主要原因是饲料脂肪酸的改变。本试验研究了饲粮脂肪酸组成对初始体重为30.51±0.16 g的大黄鱼(Larimichthys crocea)糖代谢的调节作用。方法:配制3种等氮(~43%粗蛋白质)和等脂(~11%粗脂肪)饲粮,分别为对照组(CON,富含DHA/ epa的油为原脂)、中棕榈酸组(MPA,富含DHA+ epa的油用棕榈酸甘油代替50%)和高棕榈酸组(HPA,富含DHA+ epa的油用棕榈酸甘油代替100%)。结果:饲喂10周后,HPA显著降低了大鼠肝/肌糖原含量,提高了肝脏脂质含量,降低了血清瘦素/胰岛素水平,提高了脂联素水平。肝脏中DHA和EPA含量显著降低。在转录方面,HPA上调肝葡萄糖激酶(gk,糖酵解),下调糖原合成酶(gys)和胰岛素/irs2(胰岛素通路),同时抑制肌肉ampk和瘦素受体(lepr)。结论:本研究表明,高PA/(DHA + EPA)饲料通过内分泌和转录调控影响糖脂稳态,导致粗脂升高、糖原水平降低,为水产饲料脂肪酸的科学配方提供了理论依据。
{"title":"High Ratio of Dietary Palmitic Acid to DHA + EPA Induces Glucose Metabolic Disorder Through Endocrine and Transcriptional Regulation in Large Yellow Croaker (<i>Larimichthys crocea</i>).","authors":"Qi Wang, Huaicheng Ge, Zhixiang Gu, Hao Chen, Hua Mu, Kangsen Mai, Wenbing Zhang","doi":"10.3390/metabo16010072","DOIUrl":"10.3390/metabo16010072","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Replacing fish oil with vegetable oil is an important measure for aquaculture to relieve the pressure of fish oil, but it is also easy to cause the growth decline and metabolic disorder of farmed animals, mainly due to the change in dietary fatty acids. This study investigated the regulatory effects of dietary fatty acid composition on glucose metabolism in large yellow croaker (<i>Larimichthys crocea</i>) with an initial weight of 30.51 ± 0.16 g. <b>Methods</b>: Three isonitrogenous (~43% crude protein) and isolipid (~11% crude lipid) diets were formulated as follows: control (CON, DHA/EPA-rich oil as primary lipid), moderate palmitic acid (MPA, 50% of DHA+EPA-rich oil was replaced by glyceryl palmitate), and high palmitic acid (HPA, 100% of DHA+EPA-rich oil was replaced by glyceryl palmitate). <b>Results</b>: After 10 weeks of feeding, the HPA significantly reduced the liver/muscle glycogen contents, increased the liver lipid content, decreased the serum leptin/insulin level, and increased the adiponectin level. The levels of DHA and EPA in liver were decreased significantly. Transcriptionally, HPA upregulated hepatic glucokinase (<i>gk</i>, glycolysis) but down-regulated glycogen synthase (<i>gys</i>) and <i>insulin</i>/<i>irs2</i> (insulin pathway) while inhibiting muscle <i>ampk</i> and leptin receptor (<i>lepr</i>). <b>Conclusions</b>: This study showed that high dietary PA/(DHA + EPA) impacted glycolipid homeostasis through endocrine and transcriptional regulation, leading to increased crude lipid and decreased glycogen levels, which provides a theoretical basis for scientific aquatic feed fatty acid formulation.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12844451/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052890","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
Region-Specific Lipid Alterations Around the 28-Year Transition as Early Indicators of Skin Aging. 28岁左右的区域特异性脂质改变是皮肤衰老的早期指标。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-13 DOI: 10.3390/metabo16010073
Meiting Yi, Qian Jiao, Jianbiao He, Huiliang Li, Yangyang Fang, Youjie He, Huaming He, Yan Jia

Background: Early molecular changes on the facial skin surface during early adulthood remain insufficiently characterized. We integrated biophysical readouts with untargeted skin surface lipid (SSL) profiling to identify region-dependent, age-associated features in women with combination skin. Methods: Eighty healthy Chinese women were stratified into 22-28 years (n = 40) and 29-35 years (n = 40). Sebum was measured on the cheek and forehead; cheek elasticity, hydration (CM), transepidermal water loss (TEWL), pH, and tone indices were assessed under standardized conditions. SSLs from both regions were profiled by UPLC-QTOF-MS. Differential features were prioritized using OPLS-DA (VIP > 1) with univariate screening (p < 0.05; fold change > 2 or <0.5). Results: TEWL, CM, and pH were comparable between age groups, whereas the older group showed lower cheek elasticity and reduced sebum. Lipidomics revealed clearer remodeling on the cheek than the forehead: 30 and 59 differential SSL features were identified in the cheek and forehead, respectively. Cheek changes in the older group were characterized by lower ceramides (including acylceramides), TG/DG and long-chain fatty acids, alongside relatively higher cholesteryl esters. Conclusions: Conventional barrier indices remained largely stable across this age window, while cheek SSL profiles captured earlier molecular shifts, providing candidates for targeted validation and longitudinal follow-up.

背景:成年早期面部皮肤表面的早期分子变化仍然没有充分的特征。我们将生物物理读数与非靶向皮肤表面脂质(SSL)分析相结合,以确定女性混合性皮肤的区域依赖性和年龄相关性特征。方法:80名中国健康女性分为22 ~ 28岁(n = 40)和29 ~ 35岁(n = 40)。测量脸颊和前额的皮脂;在标准化条件下评估脸颊弹性、水合作用(CM)、经皮失水(TEWL)、pH和色调指标。UPLC-QTOF-MS分析了这两个地区的ssl。使用OPLS-DA (VIP >)进行单因素筛选,优先考虑差异特征(p < 0.05; fold change > 2)。结果:TEWL, CM和pH在年龄组之间具有可比性,而老年组表现出较低的脸颊弹性和皮脂减少。脂质组学显示,脸颊的重塑比前额更清晰:脸颊和前额分别鉴定出30和59种不同的SSL特征。老年组的面部变化表现为神经酰胺(包括酰基神经酰胺)、TG/DG和长链脂肪酸含量较低,同时胆固醇酯含量相对较高。结论:传统的屏障指数在这个年龄窗口内基本保持稳定,而脸颊SSL剖面捕获了早期的分子变化,为靶向验证和纵向随访提供了候选对象。
{"title":"Region-Specific Lipid Alterations Around the 28-Year Transition as Early Indicators of Skin Aging.","authors":"Meiting Yi, Qian Jiao, Jianbiao He, Huiliang Li, Yangyang Fang, Youjie He, Huaming He, Yan Jia","doi":"10.3390/metabo16010073","DOIUrl":"10.3390/metabo16010073","url":null,"abstract":"<p><p><b>Background</b>: Early molecular changes on the facial skin surface during early adulthood remain insufficiently characterized. We integrated biophysical readouts with untargeted skin surface lipid (SSL) profiling to identify region-dependent, age-associated features in women with combination skin. <b>Methods</b>: Eighty healthy Chinese women were stratified into 22-28 years (<i>n</i> = 40) and 29-35 years (<i>n</i> = 40). Sebum was measured on the cheek and forehead; cheek elasticity, hydration (CM), transepidermal water loss (TEWL), pH, and tone indices were assessed under standardized conditions. SSLs from both regions were profiled by UPLC-QTOF-MS. Differential features were prioritized using OPLS-DA (VIP > 1) with univariate screening (<i>p</i> < 0.05; fold change > 2 or <0.5). <b>Results</b>: TEWL, CM, and pH were comparable between age groups, whereas the older group showed lower cheek elasticity and reduced sebum. Lipidomics revealed clearer remodeling on the cheek than the forehead: 30 and 59 differential SSL features were identified in the cheek and forehead, respectively. Cheek changes in the older group were characterized by lower ceramides (including acylceramides), TG/DG and long-chain fatty acids, alongside relatively higher cholesteryl esters. <b>Conclusions</b>: Conventional barrier indices remained largely stable across this age window, while cheek SSL profiles captured earlier molecular shifts, providing candidates for targeted validation and longitudinal follow-up.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12843811/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052884","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
Cystatin C Mirrors Fibrosis Burden in Metabolic Syndrome: Insights from the Metabolic Dysfunction-Associated Fibrosis-5 Score. 胱抑素C反映代谢综合征的纤维化负担:来自代谢功能障碍相关纤维化-5评分的见解
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-13 DOI: 10.3390/metabo16010071
Musa Salmanoğlu, Sinan Kazan, Elif Yıldırım Ayaz, Süleyman Kılıç, Elif Kazan, Sena Ulu

Background: Metabolic syndrome (MetS) comprises interrelated metabolic abnormalities that collectively confer increased risk of cardiovascular disease and hepatic morbidity. The MAF-5 score is a non-invasive prognostic marker of liver fibrosis and mortality, while Cystatin C (CysC) is a sensitive indicator of renal function that also reflects inflammation, atherosclerosis, and metabolic dysfunction. Although both MetS and CysC have been widely studied, their potential interplay via MAF-5 remains unclear. We aimed to investigate the relationship between MAF-5 scores and CysC levels in MetS patients for the first time.

Materials and methods: Adults (≥18 years) with MetS were included in this study. MAF-5 scores (based on waist circumference, BMI, diabetes status, AST, and platelet count) and CysC levels were recorded. The MAF-5-CysC relationship was assessed via Pearson correlation. Participants were grouped into MAF-5 quartiles, and continuous variables were compared using ANOVA with Bonferroni-corrected pairwise tests.

Results: We included 347 MetS patients (54.8% female, median age 54 years). The median MAF-5 score was 1.25, and MAF-5 correlated positively with CysC (r = 0.357, p < 0.001). CysC levels differed significantly across MAF-5 quartiles (Q1 = 0.96, Q2 = 0.99, Q3 = 1.06, Q4 = 1.09; p < 0.001), with Q4 showing higher values than Q1 and Q2.

Conclusions: A significant correlation was found between MAF-5 scores and CysC in patients with MetS. CysC levels differed significantly across MAF-5 quartiles, suggesting a potential link between systemic inflammation, liver fibrosis, and CysC. These results highlight shared inflammatory and fibrotic pathways, underlying metabolic dysfunction. Clinically, combined assessment of MAF-5 and CysC may improve risk stratification, identifying patients at higher risk for hepatic fibrosis and adverse outcomes.

背景:代谢综合征(MetS)包括相关的代谢异常,这些代谢异常共同导致心血管疾病和肝脏疾病的风险增加。MAF-5评分是肝纤维化和死亡率的非侵入性预后指标,而胱抑素C (Cystatin C, CysC)是肾功能的敏感指标,也反映炎症、动脉粥样硬化和代谢功能障碍。尽管MetS和CysC都已被广泛研究,但它们通过MAF-5的潜在相互作用仍不清楚。我们的目的是首次研究met患者MAF-5评分与CysC水平之间的关系。材料和方法:成人(≥18岁)met患者纳入本研究。记录MAF-5评分(基于腰围、BMI、糖尿病状态、AST和血小板计数)和CysC水平。通过Pearson相关评估MAF-5-CysC的关系。参与者被分为MAF-5四分位数,使用ANOVA和bonferroni校正两两检验对连续变量进行比较。结果:我们纳入了347例met患者(54.8%为女性,中位年龄54岁)。MAF-5评分中位数为1.25,MAF-5与CysC呈正相关(r = 0.357, p < 0.001)。CysC水平在MAF-5四分位数间差异显著(Q1 = 0.96, Q2 = 0.99, Q3 = 1.06, Q4 = 1.09, p < 0.001),其中Q4高于Q1和Q2。结论:met患者MAF-5评分与CysC之间存在显著相关性。CysC水平在MAF-5四分位数之间存在显著差异,提示全身性炎症、肝纤维化和CysC之间存在潜在联系。这些结果强调了共同的炎症和纤维化途径,潜在的代谢功能障碍。临床上,MAF-5和CysC的联合评估可以改善风险分层,识别出肝纤维化高风险和不良结局的患者。
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引用次数: 0
Untargeted Metabolomics Unravel the Effect of SlPBB2 on Tomato Fruit Quality and Associated Plant Metabolism. 非靶向代谢组学揭示了SlPBB2对番茄果实品质和相关植物代谢的影响
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-12 DOI: 10.3390/metabo16010068
Cuicui Wang, Lihua Jin, Daqi Fu, Weina Tian

Background: Proteasomes are protein complexes that mediate proteolysis to degrade unneeded or damaged proteins, and they play an indispensable role in plant growth and development. However, their regulatory effects on tomato fruit quality and the underlying metabolic mechanisms remain largely elusive. This study aimed to elucidate the metabolic regulatory mechanisms of proteasomes in tomato fruits through untargeted metabolome analysis. Methods: An untargeted metabolomics approach was employed to profile the metabolic changes in tomato fruits. Metabolites were detected and identified under both positive and negative ion modes. Metabolic profiles were compared between wild-type (WT) tomato fruits and SlPBB2 RNA interference (SlPBB2-RNAi) lines. Specifically, the SlPBB2-RNAi line refers to a transgenic tomato line constructed via Agrobacterium-mediated transformation, where the expression of the proteasome component gene SlPBB2 was stably downregulated by RNA interference technology to clarify its regulatory role in fruit metabolism. KEGG enrichment analysis was performed to annotate the functions of differential metabolites. Results: A total of 568 and 333 metabolites were identified in positive and negative ion modes, respectively. Comparative analysis revealed 43 differentially abundant metabolites between WT and SlPBB2-RNAi fruits, including D-glucose, pyruvic acid, leucine, and naringenin. KEGG enrichment analysis further identified key metabolites involved in the carbon fixation pathway of photosynthetic organisms, with L-malic acid being a prominent representative. Reduced accumulation of D-glucose and pyruvic acid in SlPBB2-RNAi fruits suggested the inhibition of the citrate cycle, a core pathway in cellular energy metabolism. This metabolic perturbation was associated with decreased chlorophyll content in SlPBB2-RNAi plants, implying impaired photosynthetic carbon fixation and energy metabolism. Conclusions: This study uncovers the metabolic regulatory role of SlPBB2-mediated proteasome function in tomato fruits, providing novel insights into the link between proteasomal activity and fruit metabolic homeostasis from a metabolomic perspective. These findings offer new theoretical foundations for developing strategies to improve tomato nutritional quality.

背景:蛋白酶体是介导蛋白质水解以降解不需要或受损蛋白质的蛋白质复合物,在植物生长发育中起着不可或缺的作用。然而,它们对番茄果实品质的调控作用和潜在的代谢机制在很大程度上仍不清楚。本研究旨在通过非靶向代谢组分析,阐明番茄果实中蛋白酶体的代谢调节机制。方法:采用非靶向代谢组学方法分析番茄果实的代谢变化。在正离子和负离子模式下检测和鉴定代谢物。比较了野生型(WT)番茄果实和SlPBB2 RNA干扰(SlPBB2- rnai)品系的代谢谱。其中,SlPBB2- rnai系是指通过农杆菌介导转化构建的转基因番茄系,通过RNA干扰技术稳定下调蛋白酶体组分基因SlPBB2的表达,明确其在果实代谢中的调节作用。进行KEGG富集分析以说明差异代谢物的功能。结果:在正离子和负离子模式下分别鉴定出568种和333种代谢物。比较分析发现WT和SlPBB2-RNAi果实的43种代谢物存在差异,包括d -葡萄糖、丙酮酸、亮氨酸和柚皮素。KEGG富集分析进一步确定了参与光合生物固碳途径的关键代谢物,其中l -苹果酸是一个突出的代表。SlPBB2-RNAi降低了果实中d -葡萄糖和丙酮酸的积累,表明抑制了细胞能量代谢的核心途径柠檬酸循环。这种代谢扰动与SlPBB2-RNAi植物叶绿素含量下降有关,这意味着光合碳固定和能量代谢受损。结论:本研究揭示了slpbb2介导的蛋白酶体功能在番茄果实中的代谢调节作用,从代谢组学角度为蛋白酶体活性与果实代谢稳态之间的联系提供了新的见解。这些发现为制定提高番茄营养品质的策略提供了新的理论基础。
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引用次数: 0
Metabolomic Subtyping and Machine Learning-Based Diagnosis Reveal Clinical Heterogeneity in Silicosis. 代谢组学亚型和基于机器学习的诊断揭示矽肺的临床异质性。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-12 DOI: 10.3390/metabo16010067
Jia Si, Hangju Zhu, Xinyu Ji, An-Dong Li, Ye Li, Shidan Wang, Yizhou Yang, Jianye Guo, Xinyu Li, Xiaocheng Peng, Ming Xu, Baoli Zhu, Yuanfang Chen, Lei Han

Background/objectives: Silicosis remains a major occupational health concern worldwide and is characterized by notable clinical heterogeneity in terms of disease progression and complications. However, the underlying metabolic mechanisms contributing to this heterogeneity remain poorly understood.

Methods: We conducted a case-control study involving 156 silicosis patients and 132 silica-exposed controls. The plasma samples were analyzed via untargeted metabolomics based on liquid chromatography-mass spectrometry (LC-MS/MS). To explore disease subtypes and potential biomarkers, we applied non-negative matrix factorization (NMF) clustering, weighted gene co-expression network analysis (WGCNA), and machine learning approaches.

Results: A total of 860 differentially abundant metabolites, including elevated pathogen-associated compounds, were identified in silicosis patients. Unsupervised NMF clustering revealed two distinct metabolic subtypes with different clinical features. Patients in the NMF2 subgroup had a 5.3-fold greater risk of pulmonary infections (p = 0.026) than those in the NMF1 subgroup. Metabolomic analysis revealed that NMF2 was enriched in arachidonic acid and unsaturated fatty acid metabolism pathways, with prominent LysoPC accumulation, suggesting inflammation-related lipid peroxidation. In contrast, NMF1 was characterized by increased spermidine biosynthesis and urea cycle activity, along with suppressed saturated fatty acid metabolism and reduced LysoPC processing, potentially affecting membrane integrity and promoting fibrosis. A machine learning-derived dual-metabolite panel, tyrosocholic acid and PI (20:4/0:0), achieved AUC values above 0.85 for both silicosis detection and subtype classification.

Conclusions: These findings highlight metabolic heterogeneity in silicosis and suggest clinically relevant subtypes, providing a foundation for improved stratification, early detection, and targeted interventions.

背景/目的:矽肺仍然是世界范围内主要的职业健康问题,其特点是在疾病进展和并发症方面具有显著的临床异质性。然而,导致这种异质性的潜在代谢机制仍然知之甚少。方法:我们进行了一项病例对照研究,包括156例矽肺病患者和132例矽肺病暴露者。血浆样品采用基于液相色谱-质谱(LC-MS/MS)的非靶向代谢组学分析。为了探索疾病亚型和潜在的生物标志物,我们应用了非负矩阵分解(NMF)聚类、加权基因共表达网络分析(WGCNA)和机器学习方法。结果:在矽肺患者中共鉴定出860种差异丰富的代谢物,包括升高的病原体相关化合物。无监督的NMF聚类揭示了两种具有不同临床特征的不同代谢亚型。NMF2亚组患者发生肺部感染的风险是NMF1亚组患者的5.3倍(p = 0.026)。代谢组学分析显示,NMF2在花生四烯酸和不饱和脂肪酸代谢途径中富集,并伴有显著的LysoPC积累,提示与炎症相关的脂质过氧化。相比之下,NMF1的特点是亚精胺生物合成和尿素循环活性增加,饱和脂肪酸代谢受到抑制,LysoPC加工减少,可能影响膜完整性并促进纤维化。机器学习衍生的双代谢物面板,酪氨酸胆酸和PI(20:4/0:0)在矽肺检测和亚型分类方面的AUC值均高于0.85。结论:这些发现突出了矽肺的代谢异质性,并提示了临床相关的亚型,为改进分层、早期发现和有针对性的干预提供了基础。
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引用次数: 0
Itaconate Promotes Cold Adaptation and Myocardial Protection by Enhancing Brown Adipose Tissue Metabolism. 衣康酸通过促进棕色脂肪组织代谢促进冷适应和心肌保护。
IF 3.7 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-01-12 DOI: 10.3390/metabo16010066
Zilong Geng, Xing Liu, Xiao Cheng, Shizhan Xu, Jin Zhang, Ao Tan, Shun Song, Shasha Zhang

Background/Objectives: Itaconic acid (ITA) is an immunometabolite with anti-inflammatory and metabolic regulatory functions, but its cellular source and role in brown adipose tissue (BAT) remain unclear. This study aims to reveal the expression patterns of the key ITA synthesis gene Irg1 in BAT at different developmental stages and to investigate the effects of cold exposure and exogenous ITA on BAT metabolic function and cardioprotection. Methods: Single-cell RNA sequencing was used to analyze the gene expression profiles of stromal vascular fraction (SVF) cells in BAT from P7 neonatal and adult mice. Bioinformatic methods were applied to identify cell types expressing Irg1. Cold exposure (4 °C) and exogenous ITA treatment were employed to evaluate BAT morphology, and the ITA content in BAT was detected using gas chromatography-triple quadrupole mass spectrometry, UCP1 protein expression, and body temperature changes. A transverse aortic constriction (TAC) surgery model was established to induce cardiac dysfunction, and BAT excision was performed to explore the BAT-dependent effects of ITA on myocardial hypertrophy, fibrosis, and cardiac function. Results: In P7 neonatal mouse BAT, Irg1 was predominantly expressed in a subset of interferon-responsive activated macrophages (macrophage27), while in adult mice, it was mainly expressed in neutrophils and a functionally similar macrophage subset (macrophage25). Cold exposure significantly suppressed Irg1 expression in neutrophils but did not affect its expression in macrophages, also resulting in a significant decrease in ITA content in BAT. Exogenous ITA significantly enhanced BAT thermogenesis under cold conditions, which manifested as reduced lipid droplets, upregulated UCP1 expression, and increased body temperature. In the TAC model, ITA treatment markedly improved cardiac function, attenuated myocardial hypertrophy and fibrosis, and these protective effects were significantly diminished after BAT excision. Conclusions: ITA promotes cold adaptation and ameliorates cardiac injury by enhancing BAT metabolic function, and its effects depend on the presence of BAT. This study provides new insights for the treatment of metabolic cardiovascular diseases.

背景/目的:衣康酸(ITA)是一种具有抗炎和代谢调节功能的免疫代谢物,但其细胞来源和在棕色脂肪组织(BAT)中的作用尚不清楚。本研究旨在揭示BAT中关键的ITA合成基因Irg1在不同发育阶段的表达规律,探讨冷暴露和外源ITA对BAT代谢功能和心脏保护的影响。方法:采用单细胞RNA测序分析P7新生小鼠和成年小鼠BAT基质血管部分(SVF)细胞的基因表达谱。应用生物信息学方法鉴定表达Irg1的细胞类型。采用冷暴露(4℃)和外源ITA处理评价BAT形态,采用气相色谱-三重四极杆质谱法检测BAT中ITA含量、UCP1蛋白表达和体温变化。建立横断主动脉缩窄(TAC)手术模型诱导心功能障碍,行BAT切除,探讨ITA对心肌肥大、纤维化及心功能的BAT依赖性作用。结果:在P7新生小鼠BAT中,Irg1主要表达在干扰素应答激活的巨噬细胞亚群(巨噬细胞27)中,而在成年小鼠中,Irg1主要表达在中性粒细胞和功能相似的巨噬细胞亚群(巨噬细胞25)中。冷暴露显著抑制Irg1在中性粒细胞中的表达,但不影响其在巨噬细胞中的表达,也导致BAT中ITA含量显著降低。外源ITA显著增强了低温条件下BAT的产热作用,表现为脂滴减少,UCP1表达上调,体温升高。在TAC模型中,ITA治疗明显改善心功能,减轻心肌肥大和纤维化,BAT切除后这些保护作用明显减弱。结论:ITA通过增强BAT代谢功能促进冷适应,改善心脏损伤,其作用依赖于BAT的存在。本研究为代谢性心血管疾病的治疗提供了新的思路。
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引用次数: 0
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