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Insights into the regulation of malate dehydrogenase: inhibitors, activators, and allosteric modulation by small molecules. 洞察苹果酸脱氢酶的调控:抑制剂、激活剂和小分子异构调控。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230087
Betsy M Martinez-Vaz, Alicia L Howard, Varuni K Jamburuthugoda, Kevin P Callahan

Cellular metabolism comprises a complex network of biochemical anabolic and catabolic processes that fuel the growth and survival of living organisms. The enzyme malate dehydrogenase (MDH) is most known for its role in oxidizing malate to oxaloacetate (OAA) in the last step of the tricarboxylic acid (TCA) cycle, but it also participates in the malate-aspartate shuttle in the mitochondria as well as the glyoxylate cycle in plants. These pathways and the specific reactions within them are dynamic and must be carefully calibrated to ensure a balance between nutrient/energy supply and demand. MDH structural and functional complexity requires a variety of regulatory mechanisms, including allosteric regulation, feedback, and competitive inhibition, which are often dependent on whether the enzyme is catalyzing its forward or reverse reaction. Given the role of MDH in central metabolism and its potential as a target for therapeutics in both cancer and infectious diseases, there is a need to better understand its regulation. The involvement of MDH in multiple pathways makes it challenging to identify which effectors are critical to its activity. Many of the in vitro experiments examining MDH regulation were done decades ago, and though allosteric sites have been proposed, none to date have been specifically mapped. This review aims to provide an overview of the current knowledge surrounding MDH regulation by its substrate, products, and other intermediates of the TCA cycle while highlighting all the gaps in our understanding of its regulatory mechanisms.

细胞代谢包括一个复杂的生化合成代谢和分解代谢过程网络,为生物体的生长和存活提供动力。苹果酸脱氢酶(MDH)最著名的作用是在三羧酸(TCA)循环的最后一步将苹果酸氧化成草酰乙酸(OAA),但它也参与线粒体中的苹果酸-天门冬氨酸穿梭以及植物中的乙醛酸循环。这些途径及其中的特定反应都是动态的,必须仔细校准,以确保养分/能量供需平衡。MDH 结构和功能的复杂性需要多种调节机制,包括异位调节、反馈和竞争性抑制,而这些机制往往取决于酶是在催化正向反应还是逆向反应。鉴于 MDH 在中枢代谢中的作用及其作为癌症和传染病治疗靶点的潜力,有必要更好地了解其调控机制。由于 MDH 参与多种途径,因此确定哪些效应因子对其活性至关重要具有挑战性。许多研究 MDH 调控的体外实验都是在几十年前完成的,虽然已经提出了一些异构位点,但迄今为止还没有一个位点被具体绘制出来。本综述旨在概述目前有关 MDH 受其底物、产物和 TCA 循环其他中间产物调控的知识,同时强调我们对其调控机制认识的所有不足之处。
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引用次数: 0
Malate dehydrogenase: a story of diverse evolutionary radiation. 苹果酸脱氢酶:多种进化辐射的故事。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230076
Michael J Wolyniak, Robert H Frazier, Peter K Gemborys, Henry E Loehr

Malate dehydrogenase (MDH) is a ubiquitous enzyme involved in cellular respiration across all domains of life. MDH's ubiquity allows it to act as an excellent model for considering the history of life and how the rise of aerobic respiration and eukaryogenesis influenced this evolutionary process. Here, we present the diversity of the MDH family of enzymes across bacteria, archaea, and eukarya, the relationship between MDH and lactate dehydrogenase (LDH) in the formation of a protein superfamily, and the connections between MDH and endosymbiosis in the formation of mitochondria and chloroplasts. The development of novel and powerful DNA sequencing techniques has challenged some of the conventional wisdom underlying MDH evolution and suggests a history dominated by gene duplication, horizontal gene transfer, and cryptic endosymbiosis events and adaptation to a diverse range of environments across all domains of life over evolutionary time. The data also suggest a superfamily of proteins that do not share high levels of sequential similarity but yet retain strong conservation of core function via key amino acid residues and secondary structural components. As DNA sequencing and 'big data' analysis techniques continue to improve in the life sciences, it is likely that the story of MDH will continue to refine as more examples of superfamily diversity are recovered from nature and analyzed.

苹果酸脱氢酶(MDH)是一种无处不在的酶,它参与了所有生命领域的细胞呼吸。MDH 的普遍性使其成为研究生命历史以及有氧呼吸和真核生成的兴起如何影响这一进化过程的绝佳模型。在这里,我们介绍了 MDH 家族酶在细菌、古生菌和真核生物中的多样性,MDH 与乳酸脱氢酶(LDH)在形成蛋白质超家族方面的关系,以及 MDH 与线粒体和叶绿体形成过程中的内共生关系。新颖而强大的DNA测序技术的发展对MDH进化过程中的一些传统观点提出了挑战,并表明在进化过程中,基因复制、水平基因转移和隐秘的内共生事件以及对所有生命领域中各种环境的适应是一段主要的历史。这些数据还表明,蛋白质超家族的序列相似性并不高,但通过关键氨基酸残基和二级结构组件保留了核心功能的强大保守性。随着 DNA 测序和 "大数据 "分析技术在生命科学领域的不断进步,随着从自然界中发现和分析更多超家族多样性的实例,MDH 的故事很可能会不断完善。
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引用次数: 0
Malate dehydrogenase as a multi-purpose target for drug discovery. 苹果酸脱氢酶作为药物发现的多用途靶点。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230081
Charles S Fermaintt, Sarah A Wacker

Malate dehydrogenase (MDH) enzymes play critical roles in cellular metabolism, facilitating the reversible conversion of malate to oxaloacetate using NAD+/NADH as a cofactor. The two human isoforms of MDH have roles in the citric acid cycle and the malate-aspartate shuttle, and thus both are key enzymes in aerobic respiration as well as regenerating the pool of NAD+ used in glycolysis. This review highlights the potential of MDH as a therapeutic drug target in various diseases, including metabolic and neurological disorders, cancer, and infectious diseases. The most promising molecules for targeting MDH have been examined in the context of human malignancies, where MDH is frequently overexpressed. Recent studies have led to the identification of several antagonists, some of which are broad MDH inhibitors while others have selectivity for either of the two human MDH isoforms. Other promising compounds have been studied in the context of parasitic MDH, as inhibiting the function of the enzyme could selectively kill the parasite. Research is ongoing with these chemical scaffolds to develop more effective small-molecule drug leads that would have great potential for clinical applications.

苹果酸脱氢酶(MDH)在细胞代谢中发挥着关键作用,它以 NAD+/NADH 为辅助因子,促进苹果酸向草酰乙酸的可逆转化。人类的两种 MDH 同工酶在柠檬酸循环和苹果酸-天门冬氨酸穿梭过程中发挥作用,因此这两种酶都是有氧呼吸中的关键酶,也是糖酵解过程中使用的 NAD+ 再生池的关键酶。本综述强调了 MDH 作为各种疾病(包括代谢和神经系统疾病、癌症和传染性疾病)治疗药物靶点的潜力。针对 MDH 最有希望的分子已经在人类恶性肿瘤中进行了研究,因为在恶性肿瘤中 MDH 经常过度表达。最近的研究发现了几种拮抗剂,其中一些是广泛的 MDH 抑制剂,另一些则对两种人类 MDH 异构体中的任何一种具有选择性。我们还针对寄生虫 MDH 研究了其他有前景的化合物,因为抑制该酶的功能可以选择性地杀死寄生虫。目前正在对这些化学支架进行研究,以开发出更有效的小分子药物线索,这些线索将具有巨大的临床应用潜力。
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引用次数: 0
Acetylation, ADP-ribosylation and methylation of malate dehydrogenase. 苹果酸脱氢酶的乙酰化、ADP-核糖基化和甲基化。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230080
Misty L Kuhn, John F Rakus, Delphine Quenet

Metabolism within an organism is regulated by various processes, including post-translational modifications (PTMs). These types of chemical modifications alter the molecular, biochemical, and cellular properties of proteins and allow the organism to respond quickly to different environments, energy states, and stresses. Malate dehydrogenase (MDH) is a metabolic enzyme that is conserved in all domains of life and is extensively modified post-translationally. Due to the central role of MDH, its modification can alter metabolic flux, including the Krebs cycle, glycolysis, and lipid and amino acid metabolism. Despite the importance of both MDH and its extensively post-translationally modified landscape, comprehensive characterization of MDH PTMs, and their effects on MDH structure, function, and metabolic flux remains underexplored. Here, we review three types of MDH PTMs - acetylation, ADP-ribosylation, and methylation - and explore what is known in the literature and how these PTMs potentially affect the 3D structure, enzymatic activity, and interactome of MDH. Finally, we briefly discuss the potential involvement of PTMs in the dynamics of metabolons that include MDH.

生物体内的新陈代谢受各种过程的调节,包括翻译后修饰(PTM)。这些类型的化学修饰会改变蛋白质的分子、生化和细胞特性,使生物体能够对不同的环境、能量状态和压力做出快速反应。苹果酸脱氢酶(MDH)是一种新陈代谢酶,在生命的所有领域中都是保守的,并被广泛地进行翻译后修饰。由于 MDH 的核心作用,其修饰可改变代谢通量,包括克雷布斯循环、糖酵解以及脂质和氨基酸代谢。尽管 MDH 及其广泛的翻译后修饰景观都很重要,但对 MDH PTMs 的全面描述及其对 MDH 结构、功能和代谢通量的影响仍未得到充分探索。在这里,我们回顾了 MDH 的三种 PTM--乙酰化、ADP-核糖基化和甲基化--并探讨了文献中已知的这些 PTM 如何潜在地影响 MDH 的三维结构、酶活性和相互作用组。最后,我们简要讨论了 PTMs 对包括 MDH 在内的代谢子动态的潜在影响。
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引用次数: 0
Roles of the oncometabolite enantiomers of 2-hydroxyglutarate and their metabolism by diverse dehydrogenases. 2-hydroxyglutarate 对映体的作用及其在不同脱氢酶中的代谢。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230077
Ivelitza Garcia, Kathleen Cornely, Celeste N Peterson, Melanie B Berkmen

2-Hydroxyglutarate (2HG) is an oncometabolite that can contribute to tumor progression. Two enantiomer forms, L-2HG and D-2HG, arise from independent pathways starting from the precursor α-ketoglutarate (αKG). L-2HG production occurs through the promiscuous activities of malate dehydrogenase (MDH) and lactate dehydrogenase (LDH) under acidic and/or hypoxic conditions. D-2HG frequently accumulates by gain-of-function mutations in the genes encoding two isoforms of isocitrate dehydrogenase (IDH1 and IDH2). Cognate metabolite repair enzymes, L- and D-2-hydroxyglutarate dehydrogenases, oxidize the enantiomers and cause abnormally high 2HG accumulation and disease when mutated. Elevated levels of either oncometabolite affect redox homeostasis, metabolism, and immune system functioning. Moreover, the oncometabolites inhibit several α-ketoglutarate-dependent dioxygenases resulting in epigenetic changes such as DNA and histone hypermethylation as well as deficiencies in DNA repair. L-2HG, and D-2HG in some cases, inhibit degradation of hypoxia-inducible factor (HIF1α), a transcription factor that alters gene expression to adapt to hypoxic conditions, favoring tumorigenesis. Patients with the rare disease 2-hydroxyglutaric aciduria (2HGA) have exceedingly high levels of 2HG, which is neurotoxic, causing developmental delays and brain abnormalities. D-2HG also has specific effects on collagen production and NADPH pools. Recently, D-2HG has been targeted in new chemotherapies aimed at disrupting the gain-of-function IDH1 and IDH2 mutants, resulting in successful clinical trials for several cancers.

2-羟基戊二酸(2HG)是一种副代谢产物,可导致肿瘤进展。从前体α-酮戊二酸(αKG)开始,通过独立的途径产生两种对映体形式--L-2HG 和 D-2HG。在酸性和/或缺氧条件下,L-2HG 通过苹果酸脱氢酶(MDH)和乳酸脱氢酶(LDH)的杂乱活动产生。编码异柠檬酸脱氢酶两种异构体(IDH1 和 IDH2)的基因发生功能增益突变后,D-2HG 经常累积。同源代谢物修复酶、L-和 D-2-羟基戊二酸脱氢酶会氧化对映体,一旦发生突变,就会导致异常高的 2HG 积累和疾病。两种对映体中任何一种对映体水平的升高都会影响氧化还原平衡、新陈代谢和免疫系统功能。此外,本体代谢产物还能抑制几种依赖于α-酮戊二酸的二氧酶,从而导致表观遗传学变化,如 DNA 和组蛋白超甲基化以及 DNA 修复缺陷。L-2HG和某些情况下的D-2HG可抑制缺氧诱导因子(HIF1α)的降解,HIF1α是一种转录因子,可改变基因表达以适应缺氧条件,从而有利于肿瘤发生。罕见疾病 2-羟基戊二酸尿症(2HGA)患者体内的 2HG 含量极高,具有神经毒性,会导致发育迟缓和大脑异常。D-2HG 对胶原蛋白的生成和 NADPH 池也有特殊的影响。最近,D-2HG 已成为旨在破坏 IDH1 和 IDH2 功能增益突变体的新化疗方法的靶点,并已成功用于几种癌症的临床试验。
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引用次数: 0
Physiology of malate dehydrogenase and how dysregulation leads to disease. 苹果酸脱氢酶的生理学以及失调如何导致疾病。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230085
Amy D Parente, Danielle E Bolland, Kathryn L Huisinga, Joseph J Provost

Malate dehydrogenase (MDH) is pivotal in mammalian tissue metabolism, participating in various pathways beyond its classical roles and highlighting its adaptability to cellular demands. This enzyme is involved in maintaining redox balance, lipid synthesis, and glutamine metabolism and supports rapidly proliferating cells' energetic and biosynthetic needs. The involvement of MDH in glutamine metabolism underlines its significance in cell physiology. In contrast, its contribution to lipid metabolism highlights its role in essential biosynthetic processes necessary for cell maintenance and proliferation. The enzyme's regulatory mechanisms, such as post-translational modifications, underscore its complexity and importance in metabolic regulation, positioning MDH as a potential target in metabolic dysregulation. Furthermore, the association of MDH with various pathologies, including cancer and neurological disorders, suggests its involvement in disease progression. The overexpression of MDH isoforms MDH1 and MDH2 in cancers like breast, prostate, and pancreatic ductal adenocarcinoma, alongside structural modifications, implies their critical role in the metabolic adaptation of tumor cells. Additionally, mutations in MDH2 linked to pheochromocytomas, paragangliomas, and other metabolic diseases emphasize MDH's role in metabolic homeostasis. This review spotlights MDH's potential as a biomarker and therapeutic target, advocating for further research into its multifunctional roles and regulatory mechanisms in health and disease.

苹果酸脱氢酶(MDH)在哺乳动物组织的新陈代谢中起着关键作用,除了其传统作用外,还参与各种途径,并突出了其对细胞需求的适应性。这种酶参与维持氧化还原平衡、脂质合成和谷氨酰胺代谢,支持快速增殖细胞的能量和生物合成需求。MDH 参与谷氨酰胺代谢,突出了它在细胞生理学中的重要性。与此相反,它对脂质代谢的贡献突出了它在细胞维持和增殖所必需的重要生物合成过程中的作用。该酶的调控机制(如翻译后修饰)强调了其在代谢调控中的复杂性和重要性,从而将 MDH 定位为代谢失调的潜在靶点。此外,MDH 与癌症和神经系统疾病等各种病症的关联表明,它参与了疾病的进展。MDH异构体MDH1和MDH2在乳腺癌、前列腺癌和胰腺导管腺癌等癌症中的过度表达以及结构的改变,意味着它们在肿瘤细胞的代谢适应过程中起着关键作用。此外,与嗜铬细胞瘤、副神经节瘤和其他代谢性疾病相关的 MDH2 基因突变也强调了 MDH 在代谢平衡中的作用。这篇综述强调了 MDH 作为生物标记物和治疗靶点的潜力,提倡进一步研究其在健康和疾病中的多功能作用和调控机制。
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引用次数: 0
Innovate and empower: the malate dehydrogenase course-based undergraduate research experiences and community of practice. 创新和赋权:基于苹果酸脱氢酶课程的本科生研究经验和实践社区。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230074
Sue Ellen DeChenne-Peters, Nicole L Scheuermann, Amy D Parente, Jing Zhang

College science programs exhibit high rates of student attrition, especially among Students of Color, women, members of the LGBTQ+ community, and those with disabilities. Many of the reasons students choose to leave or feel pushed out of science can be mitigated through participation in faculty-mentored research. However, faculty resources are limited, and not every student has access to faculty mentoring due to systemic or structural barriers. By bringing authentic scientific research into the classroom context, course-based undergraduate research experiences (CUREs) expand the number of students who participate in research and provide benefits similar to faculty-mentored research. Instructors also benefit from teaching CUREs. Using a systematic review of 14 manuscripts concerning the Malate Dehydrogenase CUREs Community (MCC) and malate dehydrogenase (MDH) CUREs, we demonstrate that CUREs can be implemented flexibly, are authentic research experiences, generate new scientific discoveries, and improve student outcomes. Additionally, CURE communities offer substantial advantages to faculty wishing to implement CUREs.

大学科学课程的学生流失率很高,尤其是有色人种学生、女性、LGBTQ+群体成员和残疾学生。学生选择离开或感觉被挤出理科的原因,很多都可以通过参与教师指导的研究来缓解。然而,教师资源是有限的,而且由于系统性或结构性障碍,并非每个学生都能获得教师的指导。基于课程的本科生研究体验(CURE)将真实的科学研究带入课堂,扩大了参与研究的学生人数,并带来了与教师指导的研究类似的好处。教师也能从 CUREs 的教学中获益。通过对有关苹果酸脱氢酶 CUREs 社区 (MCC) 和苹果酸脱氢酶 (MDH) CUREs 的 14 篇手稿进行系统回顾,我们证明 CUREs 可以灵活实施,是真实的研究体验,能产生新的科学发现,并能提高学生的学习成绩。此外,CURE 社区还为希望实施 CURE 的教师提供了大量优势。
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引用次数: 0
The structural biology and dynamics of malate dehydrogenases. 苹果酸脱氢酶的结构生物学和动力学。
IF 5.6 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1042/EBC20230082
Christopher E Berndsen, Jessica K Bell

Malate dehydrogenase (MDH) enzymes catalyze the reversible oxidoreduction of malate to oxaloacetate using NAD(P) as a cofactor. This reaction is vital for metabolism and the exchange of reducing equivalents between cellular compartments. There are more than 100 structures of MDH in the Protein Data Bank, representing species from archaea, bacteria, and eukaryotes. This conserved family of enzymes shares a common nucleotide-binding domain, substrate-binding domain, and subunits associate to form a dimeric or a tetrameric enzyme. Despite the variety of crystallization conditions and ligands in the experimental structures, the conformation and configuration of MDH are similar. The quaternary structure and active site dynamics account for most conformational differences in the experimental MDH structures. Oligomerization appears essential for activity despite each subunit having a structurally independent active site. There are two dynamic regions within the active site that influence substrate binding and possibly catalysis, with one of these regions adjoining the subunit interface. In this review, we introduce the reader to the general structural framework of MDH highlighting the conservation of certain features and pointing out unique differences that regulate MDH enzyme activity.

苹果酸脱氢酶(MDH)利用 NAD(P)作为辅助因子,催化苹果酸到草酰乙酸的可逆氧化还原反应。这一反应对于新陈代谢和细胞间还原等价物的交换至关重要。蛋白质数据库中有 100 多种 MDH 结构,代表了来自古生菌、细菌和真核生物的物种。这个保守的酶家族有一个共同的核苷酸结合结构域和底物结合结构域,亚基可结合形成二聚体或四聚体酶。尽管结晶条件和实验结构中的配体各不相同,但 MDH 的构象和构型是相似的。四元结构和活性位点动力学是造成 MDH 实验结构中大部分构象差异的原因。尽管每个亚基都有一个结构独立的活性位点,但寡聚化似乎对活性至关重要。活性位点内有两个动态区域,它们影响底物的结合,也可能影响催化作用,其中一个区域毗邻亚基界面。在这篇综述中,我们将向读者介绍 MDH 的总体结构框架,强调某些特征的保守性,并指出调节 MDH 酶活性的独特差异。
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引用次数: 0
Computational models as catalysts for investigating redoxin systems. 计算模型是研究氧化还原系统的催化剂。
IF 6.4 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-04-30 DOI: 10.1042/EBC20230036
Ché S Pillay, Johann M Rohwer

Thioredoxin, glutaredoxin and peroxiredoxin systems play central roles in redox regulation, signaling and metabolism in cells. In these systems, reducing equivalents from NAD(P)H are transferred by coupled thiol-disulfide exchange reactions to redoxins which then reduce a wide array of targets. However, the characterization of redoxin activity has been unclear, with redoxins regarded as enzymes in some studies and redox metabolites in others. Consequently, redoxin activities have been quantified by enzyme kinetic parameters in vitro, and redox potentials or redox ratios within cells. By analyzing all the reactions within these systems, computational models showed that many kinetic properties attributed to redoxins were due to system-level effects. Models of cellular redoxin networks have also been used to estimate intracellular hydrogen peroxide levels, analyze redox signaling and couple omic and kinetic data to understand the regulation of these networks in disease. Computational modeling has emerged as a powerful complementary tool to traditional redoxin enzyme kinetic and cellular assays that integrates data from a number of sources into a single quantitative framework to accelerate the analysis of redoxin systems.

硫氧化还原酶、谷胱甘肽还原酶和过氧化还原酶系统在细胞的氧化还原调节、信号传递和新陈代谢中发挥着核心作用。在这些系统中,NAD(P)H 的还原等价物通过耦合硫醇-二硫交换反应转移到氧化还原蛋白上,然后氧化还原蛋白会还原一系列目标物。然而,氧化还原酶活性的特征一直不明确,有些研究将氧化还原酶视为酶,而另一些研究则将其视为氧化还原代谢物。因此,人们通过体外酶动力学参数和细胞内的氧化还原电位或氧化还原比率来量化氧化还原酶的活性。通过分析这些系统内的所有反应,计算模型显示,许多归因于氧化还原酶的动力学特性是由系统级效应引起的。细胞氧化还原蛋白网络模型还被用于估算细胞内过氧化氢水平、分析氧化还原信号转导,以及将奥米克数据和动力学数据结合起来,以了解这些网络在疾病中的调节作用。计算建模已成为传统氧化还原酶动力学和细胞检测的有力补充工具,它将来自多个来源的数据整合到一个单一的定量框架中,从而加速了对氧化还原酶系统的分析。
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引用次数: 0
Computational methods for processing and interpreting mass spectrometry-based metabolomics. 处理和解释基于质谱的代谢组学的计算方法。
IF 6.4 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-04-30 DOI: 10.1042/EBC20230019
Leonardo Perez de Souza, Alisdair R Fernie

Metabolomics has emerged as an indispensable tool for exploring complex biological questions, providing the ability to investigate a substantial portion of the metabolome. However, the vast complexity and structural diversity intrinsic to metabolites imposes a great challenge for data analysis and interpretation. Liquid chromatography mass spectrometry (LC-MS) stands out as a versatile technique offering extensive metabolite coverage. In this mini-review, we address some of the hurdles posed by the complex nature of LC-MS data, providing a brief overview of computational tools designed to help tackling these challenges. Our focus centers on two major steps that are essential to most metabolomics investigations: the translation of raw data into quantifiable features, and the extraction of structural insights from mass spectra to facilitate metabolite identification. By exploring current computational solutions, we aim at providing a critical overview of the capabilities and constraints of mass spectrometry-based metabolomics, while introduce some of the most recent trends in data processing and analysis within the field.

代谢组学已经成为探索复杂生物学问题不可或缺的工具,提供了研究代谢组学的实质性部分的能力。然而,代谢物固有的巨大复杂性和结构多样性给数据分析和解释带来了巨大的挑战。液相色谱-质谱(LC-MS)作为一种提供广泛代谢物覆盖的通用技术脱颖而出。在这篇小型综述中,我们解决了LC-MS数据复杂性带来的一些障碍,并简要概述了旨在帮助解决这些挑战的计算工具。我们的重点集中在对大多数代谢组学研究至关重要的两个主要步骤:将原始数据转换为可量化的特征,以及从质谱中提取结构信息以促进代谢物鉴定。通过探索当前的计算解决方案,我们旨在提供基于质谱的代谢组学的功能和限制的关键概述,同时介绍该领域内数据处理和分析的一些最新趋势。
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引用次数: 0
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Essays in biochemistry
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