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Automatic Compound Annotation from Mass Spectrometry Data Using MAGMa. 使用MAGMa对质谱数据进行自动复合标注。
Q3 Physics and Astronomy Pub Date : 2014-08-01 DOI: 10.5702/massspectrometry.S0033
L. Ridder, J. V. D. van der Hooft, S. Verhoeven
The MAGMa software for automatic annotation of mass spectrometry based fragmentation data was applied to 16 MS/MS datasets of the CASMI 2013 contest. Eight solutions were submitted in category 1 (molecular formula assignments) and twelve in category 2 (molecular structure assignment). The MS/MS peaks of each challenge were matched with in silico generated substructures of candidate molecules from PubChem, resulting in penalty scores that were used for candidate ranking. In 6 of the 12 submitted solutions in category 2, the correct chemical structure obtained the best score, whereas 3 molecules were ranked outside the top 5. All top ranked molecular formulas submitted in category 1 were correct. In addition, we present MAGMa results generated retrospectively for the remaining challenges. Successful application of the MAGMa algorithm required inclusion of the relevant candidate molecules, application of the appropriate mass tolerance and a sufficient degree of in silico fragmentation of the candidate molecules. Furthermore, the effect of the exhaustiveness of the candidate lists and limitations of substructure based scoring are discussed.
采用MAGMa软件对CASMI 2013大赛的16个MS/MS数据集进行了质谱碎片数据自动标注。第一类(分子式作业)提交了8个溶液,第二类(分子结构作业)提交了12个溶液。每个挑战的MS/MS峰与PubChem中候选分子的计算机生成的子结构相匹配,从而产生用于候选排名的惩罚分数。在提交的12个类别2的溶液中,有6个正确的化学结构获得了最高分,而3个分子排在前5名之外。第一类提交的排名靠前的分子式均正确。此外,我们还展示了MAGMa对剩余挑战的回顾性结果。MAGMa算法的成功应用需要包含相关的候选分子,应用适当的质量公差以及候选分子的足够程度的硅碎片化。此外,还讨论了候选列表穷竭性的影响和基于子结构的评分的局限性。
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引用次数: 56
Rethinking Mass Spectrometry-Based Small Molecule Identification Strategies in Metabolomics. 代谢组学中基于质谱的小分子鉴定策略的反思。
Q3 Physics and Astronomy Pub Date : 2014-08-01 DOI: 10.5702/massspectrometry.S0038
Fumio Matsuda
The CASMI 2013 (Critical Assessment of Small Molecule Identification 2013, http://casmi-contest.org/) contest was held to systematically evaluate strategies used for mass spectrometry-based identification of small molecules. The results of the contest highlight that, because of the extensive efforts made towards the construction of databases and search tools, database-assisted small molecule identification can now automatically annotate some metabolite signals found in the metabolome data. In this commentary, the current state of metabolite annotation is compared with that of transcriptomics and proteomics. The comparison suggested that certain limitations in the metabolite annotation process need to be addressed, such as (i) the completeness of the database, (ii) the conversion between raw data and structure, (iii) the one-to-one correspondence between measured data and correct search results, and (iv) the false discovery rate in database search results.
CASMI 2013(小分子鉴定关键评估2013,http://casmi-contest.org/)竞赛旨在系统评估基于质谱的小分子鉴定策略。比赛的结果突出表明,由于在数据库和搜索工具的建设方面所做的广泛努力,数据库辅助的小分子鉴定现在可以自动注释代谢组数据中发现的一些代谢物信号。在这篇评论中,将代谢物注释的现状与转录组学和蛋白质组学进行了比较。比较表明,代谢物标注过程中存在一些局限性需要解决,如(i)数据库的完整性,(ii)原始数据与结构之间的转换,(iii)测量数据与正确搜索结果之间的一对一对应,以及(iv)数据库搜索结果中的错误发现率。
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引用次数: 13
CASMI 2013: Identification of Small Molecules by Tandem Mass Spectrometry Combined with Database and Literature Mining. CASMI 2013:结合数据库和文献挖掘的串联质谱法鉴定小分子。
Q3 Physics and Astronomy Pub Date : 2014-08-01 DOI: 10.5702/massspectrometry.S0034
Andrew G. Newsome, D. Nikolić
The Critical Assessment of Small Molecule Identification (CASMI) contest was initiated in 2012 to evaluate manual and automated strategies for the identification of small molecules from raw mass spectrometric data. The authors participated in both category 1 (molecular formula determination) and category 2 (molecular structure determination) of the second annual CASMI contest (CASMI 2013) using slow but effective manual methods. The provided high resolution mass spectrometric data were interpreted manually using a combination of molecular formula calculators, fragment and neutral loss analysis, literature consultation, manual database searches, deductive logic, and experience. The authors submitted correct formulas as lead candidates for 16 of 16 challenges and submitted correct structure solutions as lead candidates for 14 of 16 challenges. One structure submission (Challenge 3) was very close but not exact (N (2)-acetylglutaminylisoleucinamide instead of the correct N (2)-acetylglutaminylleucinamide). A solution for one (Challenge 13) was not submitted due to an inability to reconcile the provided fragmentation pattern with any known structures with the provided molecular composition.
小分子鉴定关键评估(CASMI)竞赛于2012年启动,旨在评估从原始质谱数据中识别小分子的手动和自动策略。作者采用缓慢但有效的手工方法参加了第二届CASMI年度竞赛(CASMI 2013)的第1类(分子式测定)和第2类(分子结构测定)。所提供的高分辨率质谱数据是通过分子式计算、片段和中性损失分析、文献查阅、手动数据库搜索、演绎逻辑和经验等方法进行人工解释的。作者在16个挑战中提交了16个正确的公式作为主要候选人,并在16个挑战中提交了14个正确的结构解决方案作为主要候选人。一个结构提交(挑战3)非常接近但不准确(N(2)-乙酰谷氨酰异亮氨酸而不是正确的N(2)-乙酰谷氨酰亮氨酸)。由于无法将所提供的具有任何已知结构的碎片模式与所提供的分子组成相协调,因此未提交其中一个(挑战13)的解决方案。
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引用次数: 5
Winners of CASMI2013: Automated Tools and Challenge Data. CASMI2013的获奖者:自动化工具和挑战数据。
Q3 Physics and Astronomy Pub Date : 2014-08-01 DOI: 10.5702/massspectrometry.S0039
T. Nishioka, T. Kasama, T. Kinumi, H. Makabe, Fumio Matsuda, Daisuke Miura, M. Miyashita, Takemichi Nakamura, Kenichi Tanaka, Atsushi Yamamoto
CASMI (Critical Assessment of Small Molecule Identification) is a contest in which participants identify the molecular formula and chemical structure of challenging molecules using blind mass spectra as the challenge data. Seven research teams participated in CASMI2013. The winner of CASMI2013 was the team of Andrew Newsome and Dejan Nikolic, the University of Illinois at Chicago, IL, USA. The team identified 15 among 16 challenge molecules by manually interpreting the challenge data and by searching in-house and public mass spectral databases, and chemical substance and literature databases. MAGMa was selected as the best automated tool of CASMI2013. In some challenges, most of the automated tools successfully identified the challenge molecules, independent of the compound class and magnitude of the molecular mass. In these challenge data, all of the isotope peaks and the product ions essential for the identification were observed within the expected mass accuracy. In the other challenges, most of the automated tools failed, or identified solution candidates together with many false-positive candidates. We then analyzed these challenge data based on the quality of the mass spectra, the dissociation mechanisms, and the compound class and elemental composition of the challenge molecules.
CASMI (Critical Assessment of Small Molecule Identification)是一项竞赛,参赛者使用盲质谱作为挑战数据来识别挑战分子的分子式和化学结构。7个研究团队参与了CASMI2013。CASMI2013的冠军是美国伊利诺斯州芝加哥大学的Andrew Newsome和Dejan Nikolic团队。该团队通过人工解释挑战数据、搜索内部和公共质谱数据库、化学物质和文献数据库,确定了16个挑战分子中的15个。MAGMa被选为CASMI2013的最佳自动化工具。在一些挑战中,大多数自动化工具成功地识别了挑战分子,而不依赖于化合物类别和分子质量的大小。在这些挑战数据中,所有同位素峰和鉴定所需的产物离子都在预期的质量精度范围内观察到。在其他挑战中,大多数自动化工具都失败了,或者识别了解决方案候选以及许多假阳性候选。然后,我们根据质谱的质量、解离机制、挑战分子的化合物类别和元素组成来分析这些挑战数据。
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引用次数: 22
Solving CASMI 2013 with MetFrag, MetFusion and MOLGEN-MS/MS. 使用MetFrag, MetFusion和MOLGEN-MS/MS解决CASMI 2013。
Q3 Physics and Astronomy Pub Date : 2014-08-01 DOI: 10.5702/massspectrometry.S0036
Emma L. Schymanski, Michael Gerlich, Christoph Ruttkies, S. Neumann
The second Critical Assessment of Small Molecule Identification (CASMI) contest took place in 2013. A joint team from the Swiss Federal Institute of Aquatic Science and Technology (Eawag) and Leibniz Institute of Plant Biochemistry (IPB) participated in CASMI 2013 with an automatic workflow-style entry. MOLGEN-MS/MS was used for Category 1, molecular formula calculation, restricted by the information given for each challenge. MetFrag and MetFusion were used for Category 2, structure identification, retrieving candidates from the compound databases KEGG, PubChem and ChemSpider and joining these lists pre-submission. The results from Category 1 were used to guide whether formula or exact mass searches were performed for Category 2. The Category 2 results were impressive considering the database size and automated regime used, although these could not compete with the manual approach of the contest winner. The Category 1 results were affected by large m/z and ppm values in the challenge data, where strategies beyond pure enumeration from other participants were more successful. However, the combination used for the CASMI 2013 entries was extremely useful for developing decision-making criteria for automatic, high throughput general unknown (non-target) identification and for future contests.
第二届小分子鉴定关键评估(CASMI)竞赛于2013年举行。来自瑞士联邦水产科学与技术研究所(Eawag)和莱布尼茨植物生物化学研究所(IPB)的联合团队以自动工作流式的入口参加了CASMI 2013。MOLGEN-MS/MS用于第1类分子式计算,受到每个挑战所提供信息的限制。MetFrag和MetFusion用于分类2,结构识别,从化合物数据库KEGG, PubChem和ChemSpider中检索候选化合物,并在提交前加入这些列表。类别1的结果用于指导是否对类别2进行公式或精确的大量搜索。考虑到数据库的大小和使用的自动化机制,第2类的结果令人印象深刻,尽管这些无法与竞赛获胜者的手动方法竞争。第1类结果受到挑战数据中较大的m/z和ppm值的影响,其中超越纯粹枚举其他参与者的策略更成功。然而,CASMI 2013条目中使用的组合对于制定自动、高通量一般未知(非目标)识别和未来竞赛的决策标准非常有用。
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引用次数: 16
Chiral Differentiation of Amino Acids by In-Source Collision-Induced Dissociation Mass Spectrometry. 源内碰撞诱导解离质谱分析氨基酸的手性分化。
Q3 Physics and Astronomy Pub Date : 2014-04-01 DOI: 10.5702/massspectrometry.S0031
Xianglei Kong, Zhaiyi Huo, W. Zhai
Chiral recognition of d- and l-amino acids is achieved by a method combining electrospray ionization (ESI) and in-source collision-induced dissociation (CID) mass spectrometry (MS). Trimeric cluster ions [Cu(II)(A)(ref)2-H](+) are formed by ESI of mixtures of d- or l-analyte amino acid (A), chiral reference (ref) and CuSO4. By increasing the applied voltage in the ESI source region, the trimeric ions become unstable and dissociate progressively. Thus chiral differentiation of the analyte can be achieved by comparing the dependence of their relative intensities to a reference ion on applied voltages. The method does not need MS/MS technique, thus can be readily performed on single-stage MS instruments by turning the voltage of sampling cone.
采用电喷雾电离(ESI)和源内碰撞诱导解离(CID)质谱(MS)相结合的方法实现了d-和l-氨基酸的手性识别。三聚体簇离子[Cu(II)(A)(ref)2-H](+)由d-或l-分析氨基酸(A)、手性参比物(ref)和CuSO4的混合物ESI形成。通过增加ESI源区的外加电压,三聚体离子变得不稳定并逐渐解离。因此,分析物的手性分化可以通过比较它们的相对强度对施加电压的参考离子的依赖性来实现。该方法不需要MS/MS技术,通过改变采样锥的电压,可以在单级MS仪器上方便地进行检测。
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引用次数: 2
Electrospray Ionization on Solid Substrates. 固体基板上的电喷雾电离。
Q3 Physics and Astronomy Pub Date : 2014-04-01 DOI: 10.5702/massspectrometry.S0028
Pui-kin So, Bin Hu, Z. Yao
Development of electrospray ionization on solid substrates (solid-substrate ESI) avoids the clogging problem encountered in conventional capillary-based ESI, allows more convenient sampling and permits new applications. So far, solid-substrate ESI with various materials, e.g., metals, paper, wood, fibers and biological tissue, has been developed, and applications ranging from analysis of pure compounds to complex mixtures as well as in vivo study were demonstrated. Particularly, the capability of solid-substrate ESI in direct analysis of complex samples, e.g., biological fluids and foods, has significantly facilitated mass spectrometric analysis in real-life applications and led to increasingly important roles of these techniques nowadays. In this review, various solid-substrate ESI techniques and their applications are summarized and the prospects in this field are discussed.
固体基板电喷雾电离的发展(固体基板ESI)避免了传统毛细管基ESI遇到的堵塞问题,允许更方便的采样和允许新的应用。到目前为止,已经开发了各种材料(如金属、纸张、木材、纤维和生物组织)的固体衬底ESI,并展示了从纯化合物分析到复杂混合物以及体内研究的应用范围。特别是固体底物ESI直接分析复杂样品(如生物流体和食品)的能力,极大地促进了质谱分析在现实生活中的应用,并使这些技术在当今发挥着越来越重要的作用。本文综述了固体衬底ESI技术及其应用,并对其发展前景进行了展望。
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引用次数: 15
Recent Development of Mass Spectrometric Technologies in Asia and Oceania. 质谱技术在亚洲和大洋洲的最新发展。
Q3 Physics and Astronomy Pub Date : 2014-04-01 DOI: 10.5702/massspectrometry.K0006
Yu-Ju Chen, J. Shiea
The first Asia and Oceania Mass Spectrometry Conference (AOMSC) organized by the Mass Spectrometry Society for Japan (MSSJ) was held in Tsukuba, Japan in 2010. The 2nd and 3rd AOMSC were held in Busan, Korea in 2011 and Kyoto, Japan in 2012; with the conferences organized by the Korean Society for Mass Spectrometry (KSMS) and MSSJ, respectively. The continuous effort on the 4th AOMSC, was hosted and organized by Taiwan Society for Mass Spectrometry (TSMS) in July 10–12, 2013, at the Taipei International Convention Center (TICC), Taiwan. More than 800 participants attended the conference, where they contributed 88 oral and 196 poster presentations and discussed current advances in mass spectrometry regarding fundamentals; instrumentation; methodology; interfacing to chromatographs; and a broad range of applications in emerging fields such as the environmental sciences, energy, food safety, forensics, nanomaterials, molecular imaging, clinic diagnoses, pharmaceuticals, biomedicine, quantitative proteomics, post-translational modifications, metabolomics, glycoproteomics, bioinformatics, and inorganic mass spectrometry.
由日本质谱学会(MSSJ)组织的第一届亚洲和大洋洲质谱会议(AOMSC)于2010年在日本筑波举行。第二届、第三届AOMSC分别于2011年在韩国釜山和2012年在日本京都举行;分别由韩国质谱学会(KSMS)和MSSJ组织的会议。第四届AOMSC由台湾质谱学会(TSMS)主办,于2013年7月10-12日在台湾台北国际会议中心(TICC)举行。800多名与会者参加了会议,他们发表了88份口头报告和196份海报报告,并讨论了质谱法在基础方面的最新进展;仪器仪表;方法;与色谱仪连接;并广泛应用于环境科学、能源、食品安全、法医学、纳米材料、分子成像、临床诊断、制药、生物医学、定量蛋白质组学、翻译后修饰、代谢组学、糖蛋白组学、生物信息学、无机质谱等新兴领域。
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引用次数: 0
Silver Oxide Based Nanoparticle Assisted Laser Desorption/Ionization Mass Spectrometry for the Detection of Low Molecular Weight Compounds. 氧化银纳米粒子辅助激光解吸/电离质谱法检测低分子量化合物。
Q3 Physics and Astronomy Pub Date : 2014-04-01 DOI: 10.5702/massspectrometry.S0025
S. Taira, H. Taguchi, Reiko Fukuda, Kohei Uematsu, Y. Ichiyanagi, Yukie Tanaka, Yutaka Fujii, H. Katano
A specific property of silver oxide-based nanoparticles permits the ionization of an analyte, giving rise to various applications of a smart analytical methodology. The nanoparticles (d=6.7 nm) contained an Ag2O core. The detection of several model componds (a nucleobase and two hair growth promoters) via the use of silver oxide nanoparticles is described. Adducts were produced between the target molecules and the two silver stable isotopes (Ag(107) and Ag(109)), resulting in the formation of specific signals as well as a protonated signal. Thus, it was possible to easily determine whether the given signals were correlated with the target molecule or not.
基于氧化银纳米颗粒的特定性质允许分析物电离,从而产生智能分析方法的各种应用。纳米颗粒(d=6.7 nm)含有Ag2O核。通过使用氧化银纳米颗粒来检测几种模型化合物(一种核碱基和两种头发生长促进剂)。靶分子与银的两种稳定同位素(Ag(107)和Ag(109))之间产生加合物,形成特异性信号和质子化信号。因此,可以很容易地确定给定的信号是否与目标分子相关。
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引用次数: 7
Study of Isobaric Interference in Quantification of Citrulline by Parallel Fragmentation Monitoring. 平行破碎监测定量瓜氨酸的等压干扰研究。
Q3 Physics and Astronomy Pub Date : 2014-04-01 DOI: 10.5702/massspectrometry.S0030
E. W. Y. Ng, H. S. Lam, P. Ng, T. Poon
Parallel Fragmentation Monitoring (PFM), which is an analogue of selected reaction monitoring (SRM), is a recently developed method for quantification of small molecules by MALDI-TOF/TOF mass spectrometry (MS). It is well known that isobaric interference substances can be occasionally present in complex biological samples, and affect the accuracy of measurement by SRM. Unfortunately, by design it is not possible to assess whether isobaric interference happens in a SRM analysis. In contrast, the unique design of PFM should allow quick inspection for isobaric interference and subsequent correction. In this study, using arginine as an example, interference effect of isobaric structural analogs on the quantification of citrulline by PFM was evaluated. Our results showed that the presence of arginine affected the measured concentrations of citrulline standard solutions in a concentration dependent manner. Such interference could be observed readily in the MS/MS spectra, and contributed by [arginine+H-NH3](+) fragment ion. Because of having highly similar mass, (13)C-isotope of [arginine+H-NH3](+) fragment ion overlapped with monoisotope of [citrulline+H-NH3](+) fragment ion, which was used as the report ion for quantification. However, such interference could be mathematically eliminated or minimized through estimation of the signal intensity of the (13)C-isotopic peak of [arginine+H-NH3](+) from the intensity of the corresponding monoisotopic peak according to isotope distribution of elements. Furthermore, the presence of interfering fragment ions could be avoided by optimizing MALDI ionization condition. In conclusion, isobaric interference can happen in PFM, but can be easily identified in the mass spectra and eliminated (minimized) with simple methods.
平行破碎监测(PFM)是近年来发展起来的一种用MALDI-TOF/TOF质谱(MS)对小分子进行定量分析的方法,与选择性反应监测(SRM)类似。众所周知,等压干扰物质偶尔会出现在复杂的生物样品中,并影响SRM测量的准确性。不幸的是,根据设计,在SRM分析中不可能评估等压干扰是否发生。相比之下,PFM的独特设计应该允许快速检查等压干涉和随后的校正。本研究以精氨酸为例,探讨了等压结构类似物对PFM定量瓜氨酸的干扰作用。我们的研究结果表明,精氨酸的存在以浓度依赖的方式影响瓜氨酸标准溶液的测量浓度。这种干扰在质谱上很容易观察到,并由[精氨酸+H-NH3](+)片段离子产生。由于质量高度相似,[精氨酸+H-NH3](+)片段离子的(13)c同位素与[瓜氨酸+H-NH3](+)片段离子的单同位素重叠,作为定量报告离子。但是,根据元素的同位素分布,通过估算[精氨酸+H-NH3](+)的(13)c -同位素峰的信号强度,可以在数学上消除或最小化这种干扰。此外,通过优化MALDI电离条件可以避免干扰碎片离子的存在。综上所述,等压干扰可能发生在PFM中,但可以很容易地在质谱中识别并通过简单的方法消除(最小化)。
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引用次数: 0
期刊
Mass spectrometry
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