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Mass Spectral Feature Analysis of Ubiquitylated Peptides Provides Insights into Probing the Dark Ubiquitylome. 泛素化多肽的质谱特征分析为探索黑暗泛素组提供了启示
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-09-27 DOI: 10.1021/jasms.4c00213
Regina M Edgington, Damien B Wilburn

Ubiquitylation is a structurally and functionally diverse post-translational modification that involves the covalent attachment of the small protein ubiquitin to other protein substrates. Trypsin-based proteomics is the most common approach for globally identifying ubiquitylation sites. However, we estimate that such methods are unable to detect ∼40% of ubiquitylation sites in the human proteome, i.e., "the dark ubiquitylome", including many important for human health and disease. In this meta-analysis of three large ubiquitylomic data sets, we performed a series of bioinformatic analyses to assess experimental features that could aid in uniquely identifying site-specific ubiquitylation events. Spectral predictions from Prosit were compared to experimental spectra of tryptic ubiquitylated peptides, revealing previously uncharacterized fragmentation of the diGly scar. Analysis of the LysC-derived ubiquitylated peptides reveals systematic, multidimensional peptide fragmentation, including diagnostic b-ions from fragmentation of the LysC ubiquitin scar. Comprehensively, these findings provide diagnostic spectral signatures of modification events that could be applied to new analysis methods for nontryptic ubiquitylomics.

泛素化是一种结构和功能多样化的翻译后修饰,涉及小蛋白泛素与其他蛋白质底物的共价连接。基于胰蛋白酶的蛋白质组学是全球鉴定泛素化位点的最常用方法。然而,我们估计这种方法无法检测到人类蛋白质组中 40% 的泛素化位点,即 "黑暗泛素组",其中包括许多对人类健康和疾病非常重要的位点。在这项对三个大型泛素组数据集的荟萃分析中,我们进行了一系列生物信息学分析,以评估有助于独特识别特定泛素化位点事件的实验特征。我们将 Prosit 预测的谱图与胰蛋白酶泛素化肽的实验谱图进行了比较,发现了以前未曾表征的 diGly 瘢痕碎片。对来源于 LysC 的泛素化肽的分析显示了系统性的多维肽碎片,包括来自 LysC 泛素痕碎片的诊断性 b 离子。总之,这些发现提供了修饰事件的诊断光谱特征,可应用于非隐式泛素组学的新分析方法。
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引用次数: 0
Development of an Ultrasonic Nebulization System for an Inverse Low Temperature Plasma Ionization Source. 为反向低温等离子体电离源开发超声波雾化系统。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-09-27 DOI: 10.1021/jasms.4c00259
Alexandra Pape, Juan F Ayala-Cabrera, Florian Stappert, Florian Uteschil, Cedric Thom, Shinji Yoshioka, Yasushi Terui, Oliver J Schmitz

An effective nebulization and evaporation of a liquid sample, like in liquid chromatography, mass spectrometry (LC-MS) couplings, is an essential requirement for the ionization of analyte molecules in the gas phase by, for example, atmospheric pressure chemical ionization (APCI) or the novel low temperature plasma (LTP)-based ion source. These LTP-based ion sources have recently gained interest in the field of atmospheric pressure ion sources, as they can cover a wide range of polarity and molecular mass. They can be used in combination with separation techniques like liquid chromatography or used as an ambient ion source. However, commercial nebulizer systems are of course not constructed to fit to home-built LTP-based ion sources, and this was one incentive to develop a new nebulization system. Instead of an atmospheric pressure chemical ionization (APCI) nebulizer, two commercial nebulizers were disassembled and remodeled to be used as nebulizing systems in an LC-MS setup using an LTP-based ion source. Based on these results, a novel nebulizer system was subsequently developed. To further improve the degree of ionization, cones to focus the LC eluent spray on the plasma region, heating applications, and auxiliary nitrogen gas for dispersion of the solvent droplets were implemented. The LOD that could be calculated via the rule of three resulted in an average of 2.0 μg/L for the APCI-nebulizer and 41 μg/L for the USN. Both could be reduced to 1.4 and 18 μg/L, respectively, by using a TPI-configuration instead of an iLTP. The linearity was equally good for both types of nebulization devices. The final nebulizer could also be operated with a high water content and flow rates higher than those of the two previous ones, indicating an important improvement step.

在液相色谱-质谱联用(LC-MS)过程中,对液体样品进行有效的雾化和蒸发是通过大气压化学电离(APCI)或新型低温等离子体(LTP)离子源等方法对气相中的分析分子进行电离的基本要求。这些基于低温等离子体的离子源最近在大气压离子源领域引起了人们的兴趣,因为它们可以涵盖广泛的极性和分子质量。它们可与液相色谱等分离技术结合使用,也可用作环境离子源。不过,商用雾化系统的构造当然无法与自制的基于 LTP 的离子源相匹配,这也是开发新型雾化系统的一个诱因。为了在使用基于 LTP 离子源的 LC-MS 装置中用作雾化系统,我们对两台商用雾化器进行了拆卸和改造,以取代常压化学电离(APCI)雾化器。根据这些结果,随后开发了一种新型雾化器系统。为了进一步提高离子化程度,该系统采用了锥形装置将液相色谱洗脱液喷雾集中在等离子区域、加热装置和用于分散溶剂液滴的辅助氮气。根据三法则计算得出的 LOD 平均值为:APCI-雾化器为 2.0 μg/L,USN 为 41 μg/L。通过使用 TPI 配置而不是 iLTP,两者可分别降至 1.4 和 18 μg/L。两种雾化装置的线性度同样良好。最终的雾化器还可以在高含水量和流量高于前两种雾化器的情况下运行,这表明雾化器有了重大改进。
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引用次数: 0
Photochemical and Collision-Induced Cross-Linking in Stereochemically Distinct Scaffolds of Peptides and Nitrile Imines in Gas-Phase Ions. 气相离子中肽和腈胺立体化学上不同支架的光化学和碰撞诱导交联。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-10-24 DOI: 10.1021/jasms.4c00317
Hongyi Zhu, Marianna Nytka, Tuan Ngoc Kim Vu, Karel Lemr, František Tureček

Intramolecular cross-linking between peptides and nitrile-imine intermediates was studied in stereochemically distinct conjugates in which the reacting components were mounted on cis-1,2-cyclohexane and trans-1,4-cyclohexane scaffolds that we call 1,2-s-peptides and 1,4-s-peptides, respectively. The nitrile-imine intermediates were generated by N2 loss from 2,5-diaryltetrazole tags upon UV-photodissociation at 213 and 250 nm or by collision-induced dissociation, and further interrogated by CID and UVPD-MS3. Peptide fragment ion series originating from linear structures and macrocyclic cross-links were distinguished and used to quantify the cross-linking yields. The yields in MS2 varied between 27% for AAAG conjugates to 78% for GAAAK conjugates, depending on the peptide sequence. The CID-MS3 yields were in a 57-97% range, depending on the peptide sequence. Structures of 1,2-s-peptide and 1,4-s-peptide ions as well as several of their nitrile-imine intermediates and cross-links were investigated by high-resolution cyclic ion mobility in combination with Born-Oppenheimer molecular dynamics and density functional theory calculations. Matches between the experimental and calculated collision cross sections and ion relative Gibbs energies were used to assign peptide structures. Peptide conjugates C-terminated with Gly and Lys residues underwent cross-linking by the carboxyl group, as established by MS3 sequencing and corroborated by carboxyl blocking experiments that lowered the cross-linking yields. Peptide conjugates C-terminated with Arg also cross-linked via the side-chain guanidine group. A notable feature of the 1,4-s-peptide ions was the participation of low-energy twist-boat cyclohexane conformers that was enforced by strong hydrogen bonds between the peptide and nitrile imine.

在立体化学性质不同的共轭物中研究了肽与腈-亚胺中间体之间的分子内交联,其中反应组分分别安装在顺式-1,2-环己烷和反式-1,4-环己烷支架上,我们分别称之为 1,2-s 肽和 1,4-s 肽。腈-亚胺中间体是在 213 纳米和 250 纳米紫外光解离或碰撞诱导解离时从 2,5-二叔四氮唑标签中失去 N2 而生成的,并通过 CID 和 UVPD-MS3 进行了进一步检测。区分了来自线性结构和大环交联的肽片段离子系列,并用于量化交联产率。根据肽序列的不同,MS2 的产率从 AAAG 共轭物的 27% 到 GAAAK 共轭物的 78% 不等。根据肽序列的不同,CID-MS3 收率在 57% 到 97% 之间。通过高分辨率循环离子迁移率,并结合玻恩-奥本海默分子动力学和密度泛函理论计算,研究了 1,2-s 肽和 1,4-s 肽离子的结构及其腈-亚胺中间体和交联物。实验与计算的碰撞截面和离子相对吉布斯能之间的匹配被用来确定肽的结构。通过 MS3 测序确定了以甘氨酸和赖氨酸残基为 C 端的多肽共轭物发生了羧基交联,降低交联产率的羧基阻断实验也证实了这一点。以 Arg 为 C 端的多肽共轭物也通过侧链胍基交联。1,4-s-肽离子的一个显著特点是低能捻船环己烷构象的参与,这是由肽和腈亚胺之间的强氢键促成的。
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引用次数: 0
Leveraging Ion-Ion and Ion-Photon Activation to Improve the Sequencing of Proteins Carrying Multiple Disulfide Bonds: The Human Serum Albumin Case Study. 利用离子-离子活化和离子-光子活化改进带有多个二硫键的蛋白质测序:人类血清白蛋白案例研究。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-11-07 DOI: 10.1021/jasms.4c00391
Linda B Lieu, Joshua D Hinkle, John E P Syka, Luca Fornelli

Gas-phase sequencing of large intact proteins (>30 kDa) via tandem mass spectrometry is an inherently challenging process that is further complicated by the extensive overlap of multiply charged product ion peaks, often characterized by a low signal-to-noise ratio. Disulfide bonds exacerbate this issue because of the need to cleave both the S-S and backbone bonds to liberate sequence informative fragments. Although electron-based ion activation techniques such as electron transfer dissociation (ETD) have been proven to rupture disulfide bonds in whole protein ions, they still struggle to produce extensive sequencing when multiple, concatenated S-S bonds are present on the same large polypeptide chain. Here, we evaluate the increase in sequence coverage obtained by combining activated-ion ETD (AI-ETD) and proton transfer charge reduction (PTCR) in the analysis of 66 kDa human serum albumin, which holds 17 disulfide bridges. We also describe the combination of AI-ETD with supplemental postactivation of the ETD reaction products via higher-energy collisional dissociation─a hybrid fragmentation method termed AI-EThcD. AI-EThcD leads to a further improvement compared to AI-ETD in both the global number of cleaved backbone bonds and the number of ruptured backbone bonds from disulfide-protected regions. Our results also demonstrate that the full potential of AI-ETD and AI-EThcD is unveiled only when combined with PTCR: reduction in overlap of ion signals leads to a sequence coverage as high as 39% in a single experiment, highlighting the relevance of spectral simplification in top-down mass spectrometry of large proteins.

通过串联质谱法对大型完整蛋白质(>30 kDa)进行气相测序本身就是一项极具挑战性的工作,而多电荷产物离子峰的广泛重叠又使这一工作变得更加复杂,其特点通常是信噪比较低。由于需要裂解 S-S 键和骨架键来释放序列信息片段,二硫键使这一问题更加严重。虽然电子转移解离(ETD)等基于电子的离子活化技术已被证明可以断裂整个蛋白质离子中的二硫键,但当同一大型多肽链上存在多个连在一起的 S-S 键时,这些技术仍难以产生广泛的测序结果。在这里,我们评估了在分析具有 17 个二硫桥的 66 kDa 人血清白蛋白时,将活化离子电泳脱硫 (AI-ETD) 和质子传递电荷还原 (PTCR) 结合使用所获得的序列覆盖率的增加情况。我们还介绍了将 AI-ETD 与通过高能碰撞解离对 ETD 反应产物进行补充后活化相结合的混合破碎方法(称为 AI-EThcD)。与 AI-ETD 相比,AI-EThcD 进一步提高了裂解骨架键的总体数量和二硫化物保护区域断裂骨架键的数量。我们的研究结果还表明,AI-ETD 和 AI-EThcD 只有在与 PTCR 结合使用时才能充分发挥其潜力:减少离子信号的重叠可使单次实验的序列覆盖率高达 39%,这凸显了光谱简化在大型蛋白质自上而下质谱分析中的重要性。
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引用次数: 0
Numerical Simulation of Autoresonant Ion Oscillations in an Anharmonic Electrostatic Trap. 非谐波静电陷阱中离子自共振振荡的数值模拟
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-11-07 DOI: 10.1021/jasms.4c00356
Jesús E López, Jose A Hernández, Fredy F Parada-Becerra, Carlos J Páez-González, Petr Tsygankov, Eduardo A Orozco

This work presents the results of modeling the ion dynamics in the ART-MS (Autoresonant Trap Mass Spectrometry) device in the quasi-static approximation. This instrument utilizes an anharmonic, purely electrostatic trap for ion confinement and a radio frequency (RF) voltage source with decrementally varying frequency for selective ion extraction. The autoresonant interaction between the oscillatory motion of the ion and the RF voltage increases the amplitude of some confined ions, allowing their selective extraction. Numerical modeling shows that the extraction of ions with a given mass occurs not only at the fundamental frequency but also at its harmonics. This effect reduces the selective properties of devices of this type because along with the main mass component for a given frequency, it is possible to enter the detector channel of ions with another mass, for which this frequency corresponds to the second or higher harmonics, even a superposition of some of these harmonics of different ions.

这项工作展示了在准静态近似条件下对 ART-MS(自共振阱质谱)装置中的离子动力学建模的结果。该仪器利用非谐波纯静电阱进行离子约束,并利用频率递减变化的射频(RF)电压源进行选择性离子萃取。离子的振荡运动与射频电压之间的自共振相互作用会增加某些被禁锢离子的振幅,从而使其能够被选择性地提取出来。数值建模表明,一定质量的离子提取不仅发生在基频上,也发生在谐波上。这种效应降低了此类设备的选择性,因为除了给定频率下的主要质量分量外,还有可能进入检测器通道的是另一种质量的离子,其频率对应于二次谐波或更高的谐波,甚至是不同离子的一些谐波的叠加。
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引用次数: 0
Obtaining 20 μm Spatial Resolution with a 2940 nm Laser by IR-MALDESI Mass Spectrometry Imaging. 通过 IR-MALDESI 质谱成像技术利用 2940 nm 激光获得 20 μm 的空间分辨率。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-11-08 DOI: 10.1021/jasms.4c00276
Seth M Eisenberg, Alena N Joignant, Kevan T Knizner, Jeffrey G Manni, David C Muddiman

High spatial resolution is a key parameter in mass spectrometry imaging (MSI), enabling a greater understanding of system biology and cellular processes. Using a novel IR laser with good Gaussian beam quality (M2 = 4) coupled with spatial filtering and a reflective objective, 20 μm spatial resolution was obtained by IR-MALDESI. The optical train was optimized on burn paper before demonstrating feasibility for imaging of liver tissue. Finally, a mouse brain was analyzed using nested regions of interest at 20 and 140 μm spatial resolution, detecting neurotransmitters and lipids with high spatial resolution on the corpus callosum and surrounding brain tissue.

高空间分辨率是质谱成像(MSI)的一个关键参数,它有助于更好地了解系统生物学和细胞过程。利用具有良好高斯光束质量(M2 = 4)的新型红外激光器、空间滤波和反射物镜,IR-MALDESI 获得了 20 μm 的空间分辨率。在证明肝脏组织成像的可行性之前,在烧纸上对光学系统进行了优化。最后,利用空间分辨率分别为 20 微米和 140 微米的嵌套感兴趣区对小鼠大脑进行了分析,以较高的空间分辨率检测了胼胝体和周围脑组织的神经递质和脂质。
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引用次数: 0
Strategies for Using Postcolumn Infusion of Standards to Correct for Matrix Effect in LC-MS-Based Quantitative Metabolomics. 在基于液相色谱-质谱联用仪的定量代谢组学中使用柱后注入标准品校正基质效应的策略。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-11-15 DOI: 10.1021/jasms.4c00408
Anne-Charlotte Dubbelman, Bo van Wieringen, Lesley Roman Arias, Michael van Vliet, Roel Vermeulen, Amy C Harms, Thomas Hankemeier

The matrix effect limits the accuracy of quantitation of the otherwise popular metabolomics technique liquid chromatography coupled to mass spectrometry (LC-MS). The gold standard to correct for this phenomenon, whereby compounds coeluting with the analyte of interest cause ionization enhancement or suppression, is to quantify an analyte based on the peak area ratio with an isotopologue added to the sample as an internal standard. However, these stable isotopes are expensive and sometimes unavailable. Here, we describe an alternative approach: matrix effect correction and quantifying analytes using a signal ratio with a postcolumn infused standard (PCIS). Using an LC-MS/MS method for eight endocannabinoids and related metabolites in plasma, we provide strategies to select, optimize, and evaluate PCIS candidates. Based on seven characteristics, the structural endocannabinoid analogue arachidonoyl-2'-fluoroethylamide was selected as a PCIS. Three methods to evaluate the PCIS correction vs no correction showed that PCIS correction improved values for the matrix effect, precision, and dilutional linearity of at least six of the analytes to within acceptable ranges. PCIS correction also resulted in parallelization of calibration curves in plasma and neat solution, for six of eight analytes even with higher accuracy than peak area ratio correction with their stable isotope labeled internal standard, i.e., the gold standard. This enables quantification based on neat solutions, which is a significant step toward absolute quantification. We conclude that PCIS has great, but so far underappreciated, potential in accurate LC-MS quantification.

基质效应限制了流行的代谢组学技术液相色谱耦合质谱法(LC-MS)的定量准确性。基质效应是指与相关分析物共聚的化合物会导致电离增强或抑制,纠正这种现象的黄金标准是根据与作为内标添加到样品中的同位素的峰面积比值来定量分析物。然而,这些稳定同位素价格昂贵,有时还无法获得。在此,我们介绍一种替代方法:基质效应校正和使用柱后注入标准品(PCIS)的信号比对分析物进行定量。利用 LC-MS/MS 方法检测血浆中的八种内大麻素及相关代谢物,我们提供了选择、优化和评估 PCIS 候选物的策略。根据七种特征,我们选择了花生四烯丙基-2'-氟乙酰胺结构内大麻素类似物作为 PCIS。评估 PCIS 校正与不进行校正的三种方法表明,PCIS 校正可将至少六种分析物的基质效应、精密度和稀释线性度的值提高到可接受的范围内。PCIS 校正还使 8 种分析物中 6 种分析物在血浆和纯溶液中的校准曲线平行,甚至比用其稳定同位素标记的内标(即金标准)进行峰面积比校正的精度更高。这使得基于纯溶液的定量成为可能,向绝对定量迈出了重要一步。我们的结论是,PCIS 在 LC-MS 精确定量方面具有巨大的潜力,但迄今为止尚未得到充分重视。
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引用次数: 0
Enzymatic Synthesis of Isotopically Labeled Hydrogen Peroxide for Mass Spectrometry-Based Applications. 基于质谱应用的同位素标记过氧化氢的酶法合成。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-10-04 DOI: 10.1021/jasms.4c00326
Margaret Hoare, Ruiyue Tan, Isabella Militi, Kevin A Welle, Kyle Swovick, Jennifer R Hryhorenko, Sina Ghaemmaghami

Methionine oxidation is involved in multiple biological processes including protein misfolding and enzyme regulation. However, it is often challenging to measure levels of methionine oxidation by mass spectrometry, in part due to the prevalence of artifactual oxidation that occurs during the sample preparation and ionization steps of typical proteomic workflows. Isotopically labeled hydrogen peroxide (H218O2) can be used to block unoxidized methionines and enables accurate measurement of in vivo levels of methionine oxidation. However, H218O2 is an expensive reagent that can be difficult to obtain from commercial sources. Here, we report a method for synthesizing H218O2 in-house. Glucose oxidase catalyzes the oxidation of β-d-glucose and produces hydrogen peroxide in the process. We took advantage of this reaction to enzymatically synthesize H218O2 from 18O2 and assessed its concentration, purity, and utility in measuring methionine oxidation levels by mass spectrometry.

蛋氨酸氧化参与多种生物过程,包括蛋白质错误折叠和酶调控。然而,用质谱法测量蛋氨酸氧化水平往往具有挑战性,部分原因是在典型蛋白质组学工作流程的样品制备和电离步骤中普遍存在人为氧化现象。同位素标记的过氧化氢(H218O2)可用于阻断未氧化的蛋氨酸,从而准确测量体内蛋氨酸的氧化水平。然而,H218O2 是一种昂贵的试剂,很难从商业渠道获得。在此,我们报告了一种内部合成 H218O2 的方法。葡萄糖氧化酶催化β-d-葡萄糖氧化,并在此过程中产生过氧化氢。我们利用这一反应从 18O2 酶法合成了 H218O2,并评估了其浓度、纯度以及通过质谱法测量蛋氨酸氧化水平的实用性。
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引用次数: 0
Charging of DNA Complexes in Positive-Mode Native Electrospray Ionization Mass Spectrometry. 正模式原生电喷雾离子化质谱法中 DNA 复合物的电荷。
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-10-17 DOI: 10.1021/jasms.4c00335
Mia L Abramsson, Louise J Persson, Frank Sobott, Erik G Marklund, Michael Landreh

Native mass spectrometry (nMS) provides insights into the structures and dynamics of biomacromolecules in their native-like states by preserving noncovalent interactions through "soft" electrospray ionization (ESI). For native proteins, the number of charges that are acquired scales with the surface area and mass. Here, we explore the effect of highly negatively charged DNA on the ESI charge of protein complexes and find a reduction of the mass-to-charge ratio as well as a greater variation. The charge state distributions of pure DNA assemblies show a lower mass-to-charge ratio than proteins due to their greater density in the gas phase, whereas the charge of protein-DNA complexes can additionally be influenced by the distribution of the ESI charges, ion pairing events, and collapse of the DNA components. Our findings suggest that structural features of protein-DNA complexes can result in lower charge states than expected for proteins.

原生质谱法(nMS)通过 "软 "电喷雾离子化(ESI)保留非共价相互作用,使人们能够深入了解生物大分子在原生状态下的结构和动力学。对于原生蛋白质,获得的电荷数量与表面积和质量成比例。在这里,我们探讨了带高负电荷的 DNA 对蛋白质复合物的 ESI 电荷的影响,结果发现质量电荷比降低了,而且变化更大。纯 DNA 集合体的电荷状态分布显示出比蛋白质更低的质量电荷比,这是因为它们在气相中的密度更大,而蛋白质-DNA 复合物的电荷还会受到 ESI 电荷分布、离子配对事件和 DNA 成分塌缩的影响。我们的研究结果表明,蛋白质-DNA 复合物的结构特征会导致电荷状态低于蛋白质的预期电荷状态。
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引用次数: 0
A Novel Accurate Peak Extraction Algorithm of Mass Spectrometry Based on Iterative Adaptive Curve Fitting. 基于迭代自适应曲线拟合的新型质谱峰值精确提取算法
IF 3.1 2区 化学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-12-04 Epub Date: 2024-10-01 DOI: 10.1021/jasms.4c00244
Fulong Deng, Xingliang He, Hanlu Yue, Hongen Sun, Bin Wu, Zhongjun Zhao, Yixiang Duan

In the analysis of mass spectrometry, the peak identification from the overlapped region is necessary yet difficult. Although various methods have been developed to identify these peaks, especially the continuous wavelet transformation, their applications are still limited and it is hard to deal with the complex overlapped peaks. In this study, a novel peak extraction algorithm of mass spectrometry based on iterative adaptive curve fitting is proposed to address these challenges. It fully utilizes the global optimization characteristics of adaptive curve fitting. Initial peak parameters are obtained using a window searching method, and the residuals between the adaptive fitting peak and the original data indicate the fit's effectiveness and provide information about the peaks in overlap. Using this information, we performed iterative adaptive fitting, continuously updating the overlapped peaks until the residuals met the completion criteria. All of the peaks within the overlapped region can be successfully extracted by the final fitting. The proposed method is evaluated by the simulated data, the real signal from a public data set, and the spectra of two different mass spectrometry instruments. The results demonstrate that this method can more effectively extract peaks with severe overlap and multiple overlapped peaks, resist noise interference, and offer the potential to process peaks with a high dynamic range. More importantly, the proposed method accurately identifies overlapped peaks in the actual spectra from various mass spectrometry instruments, which helps the qualitative and quantitative analyses to a great extent.

在质谱分析中,从重叠区域识别峰值是必要的,但也是困难的。虽然已经开发了多种方法来识别这些峰,特别是连续小波变换,但其应用仍然有限,而且很难处理复杂的重叠峰。为了解决这些难题,本研究提出了一种基于迭代自适应曲线拟合的新型质谱峰提取算法。该算法充分利用了自适应曲线拟合的全局优化特性。利用窗口搜索法获得初始峰参数,自适应拟合峰与原始数据之间的残差表明拟合的有效性,并提供重叠峰的信息。利用这些信息,我们进行了迭代自适应拟合,不断更新重叠峰,直到残差满足完成标准。最终拟合成功提取了重叠区域内的所有峰值。我们通过模拟数据、公共数据集中的真实信号以及两台不同质谱仪的光谱对所提出的方法进行了评估。结果表明,该方法能更有效地提取重叠严重的峰和多个重叠峰,抗噪声干扰,并具有处理高动态范围峰的潜力。更重要的是,所提出的方法能准确识别不同质谱仪实际光谱中的重叠峰,这在很大程度上有助于定性和定量分析。
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引用次数: 0
期刊
Journal of the American Society for Mass Spectrometry
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