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GC-MS based metabolite fingerprinting of serous ovarian carcinoma and benign ovarian tumor 基于GC-MS的浆液性卵巢癌和卵巢良性肿瘤代谢物指纹图谱
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2022-04-01 DOI: 10.1177/14690667221098520
E. Eroglu, U. Kucukgoz Gulec, M. Vardar, S. Paydaş
The aim of this study is to identify urinary metabolomic profile of benign and malign ovarian tumors patients. Samples were analyzed using gas chromatography-mass spectrometry (GC-MS) and metabolomic tools to define biomarkers that cause differentiation between groups. 7 metabolites were found to be different in patients with ovarian cancer (OC) and benign tumors (BT). R2Y and Q2 values were found to be 0.670 and 0.459, respectively. L-tyrosine, glycine, stearic acid, turanose and L-threonine metabolites were defined as prominent biomarkers. The sensitivity of the model was calculated as 90.72% and the specificity as 82.09%. In the pathway analysis, glutathione metabolism, aminoacyl-tRNA biosynthesis, glycine serine and threonine metabolic pathway, primary bile acid biosynthesis pathways were found to be important. According to the t-test, 29 metabolites were found to be significant in urine samples of OC patients and healthy controls (HC). R2Y and Q2 values were found to be 0.8170 and 0.749, respectively. These results showed that the model has high compatibility and predictive power. Benzoic acid, L-threonine, L-pyroglutamic acid, creatinine and 3,4-dihydroxyphenylacetic acid metabolites were determined as prominent biomarkers. The sensitivity of the model was calculated as 93.81% and the specificity as 98.59%. Glycine serine and threonine metabolic pathway, glutathione metabolism and aminoacyl-tRNA biosynthesis pathways were determined important in OC patients and HC. The R2Y, Q2, sensitivity and specificity values in the urine samples of BT patients and HC were found to be 0.869, 0.794, 91.75, 97.01% and 97.18%, respectively. L-threonine, L-pyroglutamic acid, benzoic acid, creatinine and pentadecanol metabolites were determined as prominent biomarkers. Valine, leucine and isoleucine biosynthesis and aminoacyl-tRNA biosynthesis were significant. In this study, thanks to the untargeted metabolomic approach and chemometric methods, every group was differentiated from the others and prominent biomarkers were determined.
本研究的目的是确定良性和恶性卵巢肿瘤患者的尿液代谢组学特征。使用气相色谱-质谱(GC-MS)和代谢组学工具对样品进行分析,以确定导致组间差异的生物标志物。发现卵巢癌症(OC)和良性肿瘤(BT)患者的7种代谢产物存在差异。R2Y和Q2的值分别为0.670和0.459。L-酪氨酸、甘氨酸、硬脂酸、turanase和L-苏氨酸代谢产物被定义为显著的生物标志物。该模型的敏感性为90.72%,特异性为82.09%。在途径分析中,谷胱甘肽代谢、氨酰基tRNA生物合成、甘氨酸-丝氨酸和苏氨酸代谢途径、初级胆汁酸生物合成途径是重要的。根据t检验,在OC患者和健康对照(HC)的尿液样本中发现29种代谢产物具有显著性。R2Y和Q2的值分别为0.8170和0.749。这些结果表明,该模型具有很高的兼容性和预测能力。苯甲酸、L-苏氨酸、L-焦谷氨酸、肌酸酐和3,4-二羟基苯乙酸代谢产物被确定为显著的生物标志物。该模型的敏感性为93.81%,特异性为98.59%。甘氨酸-丝氨酸和苏氨酸代谢途径、谷胱甘肽代谢和氨酰基-tRNA生物合成途径在OC患者和HC中具有重要意义。BT患者和HC的R2Y、Q2、敏感性和特异性分别为0.869、0.794、91.75、97.01%和97.18%。L-苏氨酸、L-焦谷氨酸、苯甲酸、肌酸酐和十五醇代谢产物被确定为显著的生物标志物。缬氨酸、亮氨酸和异亮氨酸的生物合成以及氨酰基tRNA的生物合成显著。在这项研究中,由于采用了非靶向代谢组学方法和化学计量方法,每个组都与其他组进行了区分,并确定了突出的生物标志物。
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引用次数: 1
Modeling dipolar excitation for quadrupole mass filter 四极质量滤波器的偶极激励建模
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2022-03-30 DOI: 10.1177/14690667221087515
A. Konenkov, N. Konenkov, A. Sysoev
The results of modeling AC and DC dipole excitation of ion oscillations in a quadrupole mass filter are presented. The simulation is done by numerical integration of the ion motion equations, ions’ initial coordinates and velocities are distributed normally. For AC dipole excitation the instability bands on the (a, q) stability diagram follow along the isolines β x / 2 and β y / 2 , creating regular dips on the transmission contour. We show that AC excitation at frequency Ω/2 makes it possible to control the resolution of the mass filter by either changing the AC amplitude or phase. Instability bands can be used for mass selective excitation in a linear ion trap. Options for the joint use of DC and AC dipole excitation to form the mass peak shape are considered.
给出了四极质量滤波器中离子振荡的交流和直流偶极激发的模拟结果。通过对离子运动方程的数值积分进行模拟,离子的初始坐标和速度呈正态分布。对于交流偶极激发,(a,q)稳定图上的不稳定带沿着等值线βx/2和βy/2,在传输轮廓上产生规则的倾斜。我们表明,频率为Ω/2的交流激励可以通过改变交流振幅或相位来控制质量滤波器的分辨率。不稳定带可用于线性离子阱中的质量选择性激发。考虑了联合使用直流和交流偶极激发来形成质量峰值形状的选项。
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引用次数: 0
Elucidating the Fragmentation Mechanism of Protonated Lewis A Trisaccharide using MSn CID. 用MSn CID研究质子化路易斯A三糖的断裂机理。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-12-01 Epub Date: 2021-12-24 DOI: 10.1177/14690667211069033
Volker Iwan, Jürgen Grotemeyer

Lewis blood group antigens are a prominent example of isomeric oligosaccharides with biological activity. Understanding the fragmentation mechanism in the gas phase is essential for their identification and assignment by mass spectrometric methods such as ESI-MS. In this work, the [M + H]+ species of Lewis A trisaccharide and Lewis A trisaccharide methyl glycoside were studied by ESI-MS with FT-ICR as mass analyzer with respect to their fragmentation mechanism. The comparison between the underivatized and the methylated species has shown that the reducing end plays a key role in this mechanism. The results of this study question the existence of Z-type fragment ions after activation of the protonated species. The main product of the fragmentation are Y-type fragment ions and a combination of Y-type fragmentation and the loss of water at the reducing end instead of Z-type fragmentation. C-type fragment ions could not be detected. MS3 measurements also reveal that each fragment ion only occurs with the participation of a mobile proton and the possibility of glycosidic bond cleavage after fragmentation has already occurred at the reducing end as B2 fragment ion.

刘易斯血型抗原是具有生物活性的寡糖异构体的一个突出例子。了解气相中的破碎机制对于质谱方法(如ESI-MS)的鉴定和分配至关重要。本文采用ESI-MS, FT-ICR作为质谱分析仪,研究了Lewis A三糖和Lewis A三糖甲基糖苷的[M + H]+组分的断裂机理。未甲基化和未甲基化物种的比较表明,还原端在这一机制中起着关键作用。本研究的结果对质子化后的z型片段离子的存在提出了质疑。破碎的主要产物是y型破碎离子,并不是z型破碎,而是y型破碎与还原端失水的结合。无法检测到c型碎片离子。MS3测量还显示,每个片段离子只有在一个移动质子的参与下才会出现,并且在还原端作为B2片段离子已经发生碎片化后,糖苷键可能会被劈裂。
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引用次数: 0
Development and validation of ultra performance liquid chromatography-tandem mass spectrometry method for the simultaneous estimation of dolutegravir, lamivudine and tenofovir in bulk and tablet dosage form. 超高效液相色谱-串联质谱法同时测定多替格拉韦、拉米夫定和替诺福韦原料药和片剂含量的建立与验证
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-12-01 DOI: 10.1177/14690667211058564
Vyshali Veerareddy, Sireesha Dodda, Kiran Gangarapu

A simple, selective and rapid ultra performance liquid chromatography-tandem mass spectrometry method was developed and validated for the simultaneous estimation of dolutegravir, lamivudine and tenofovir in bulk and tablet dosage form. Chromatographic separation was attained on Acquity Ethylene Bridged Hybrid (BEH) C18 column (50 × 2.1 mm, 3.5 µm), using a mixture of acetonitrile and 0.1% formic acid in water (60:40, v/v) as a mobile phase at a flow rate of 0.12 mL/min. The total run time of analysis was 3.5 min. The analytes were detected using tandem mass spectrometry, operating in positive ionization and multiple reaction monitoring modes. The method's linearity was determined to be in the range of 10-150 ng/mL with r2 > 0.99. The proposed method was validated as per the International Council for Harmonization (ICH) guidelines, and the results were found well within the acceptance limits. The method was successfully applied for the simultaneous quantification of all the three analytes in the combined tablet dosage form.

建立了一种简单、选择性、快速的超高效液相色谱-串联质谱法,用于同时测定原料药和片剂中多替格拉韦、拉米夫定和替诺福韦的含量。采用Acquity乙烯桥杂交(BEH) C18色谱柱(50 × 2.1 mm, 3.5µm),以乙腈和0.1%甲酸水溶液(60:40,v/v)为流动相,流速为0.12 mL/min,进行色谱分离。分析的总运行时间为3.5 min。分析物采用串联质谱法检测,在正电离和多种反应监测模式下工作。该方法的线性范围为10 ~ 150 ng/mL, r2 > 0.99。根据国际协调理事会(ICH)的指导方针对所提出的方法进行了验证,结果完全在可接受范围内。该方法可用于复方片剂中三种分析物的同时定量。
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引用次数: 0
BeerMIMS: Exploring the Use of Membrane-Inlet Mass Spectrometry (MIMS) Coupled to KNIME for the Characterization of Danish Beers. BeerMIMS:探索使用膜入口质谱(MIMS)耦合KNIME对丹麦啤酒的表征。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-12-01 Epub Date: 2022-01-06 DOI: 10.1177/14690667211073317
Sean Sebastian Hughes, Marcus M K Nielsen, Rasmus Voersaa Jonsbo, Carsten Uhd Nielsen, Frants Roager Lauritsen, Bala Krishna Prabhala

Beer is a complex mix of more than 7700 compounds, around 800 of which are volatile. While GC-MS has been actively employed in the analysis of the volatome of beer, this method is challenged by the complex nature of the sample. Herein, we explored the possible of using membrane-inlet mass spectrometry (MIMS) coupled to KNIME to characterize local Danish beers. KNIME stands for Konstanz Information Miner and is a free open-source data processing software which comes with several prebuilt nodes, that, when organized, result in data processing workflows allowing swift analysis of data with outputs that can be visualized in the desired format. KNIME has been shown to be promising in automation of large datasets and requires very little computing power. In fact, most of the computations can be carried out on a regular PC. Herein, we have utilized a KNIME workflow for data visualization of MIMS data to understand the global volatome of beers. Feature identification was not possible as of now but with a combination of MIMS and a KNIME workflow, we were able to distinguish beers from different micro-breweries located in Denmark, laying the foundation for the use of MIMS in future analysis of the beer volatome.

啤酒是超过7700种化合物的复杂混合物,其中约800种是挥发性的。虽然气相色谱-质谱法已被积极应用于啤酒挥发物的分析,但这种方法受到样品复杂性的挑战。在这里,我们探索了使用膜入口质谱(MIMS)耦合KNIME来表征丹麦当地啤酒的可能性。KNIME代表Konstanz Information Miner,是一个免费的开源数据处理软件,它附带了几个预构建的节点,当组织时,会导致数据处理工作流,允许快速分析数据,输出可以以所需的格式可视化。KNIME已被证明在大型数据集的自动化方面很有前途,并且只需要很少的计算能力。事实上,大多数计算都可以在普通的个人电脑上进行。在此,我们利用KNIME工作流对MIMS数据进行数据可视化,以了解啤酒的全球挥发。到目前为止,特征识别是不可能的,但结合MIMS和KNIME工作流程,我们能够区分来自丹麦不同微型啤酒厂的啤酒,为MIMS在未来啤酒挥发分析中的使用奠定了基础。
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引用次数: 5
Evaluation of an integrative Bayesian peptide detection approach on a combinatorial peptide library. 基于组合肽库的综合贝叶斯肽检测方法的评价。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-12-01 Epub Date: 2022-01-06 DOI: 10.1177/14690667211066725
Miroslav Hruska, Dusan Holub

Detection of peptides lies at the core of bottom-up proteomics analyses. We examined a Bayesian approach to peptide detection, integrating match-based models (fragments, retention time, isotopic distribution, and precursor mass) and peptide prior probability models under a unified probabilistic framework. To assess the relevance of these models and their various combinations, we employed a complete- and a tail-complete search of a low-precursor-mass synthetic peptide library based on oncogenic KRAS peptides. The fragment match was by far the most informative match-based model, while the retention time match was the only remaining such model with an appreciable impact--increasing correct detections by around 8 %. A peptide prior probability model built from a reference proteome greatly improved the detection over a uniform prior, essentially transforming de novo sequencing into a reference-guided search. The knowledge of a correct sequence tag in advance to peptide-spectrum matching had only a moderate impact on peptide detection unless the tag was long and of high certainty. The approach also derived more precise error rates on the analyzed combinatorial peptide library than those estimated using PeptideProphet and Percolator, showing its potential applicability for the detection of homologous peptides. Although the approach requires further computational developments for routine data analysis, it illustrates the value of peptide prior probabilities and presents a Bayesian approach for their incorporation into peptide detection.

多肽的检测是自下而上的蛋白质组学分析的核心。我们研究了一种贝叶斯方法来检测肽,将基于匹配的模型(片段、保留时间、同位素分布和前体质量)和肽先验概率模型整合在一个统一的概率框架下。为了评估这些模型及其各种组合的相关性,我们对基于致癌KRAS肽的低前体质量合成肽库进行了完整和尾完整搜索。片段匹配是迄今为止信息量最大的基于匹配的模型,而保留时间匹配是唯一具有明显影响的模型——将正确检测率提高了8%左右。从参考蛋白质组建立的肽先验概率模型大大改善了统一先验的检测,基本上将从头测序转变为参考指导的搜索。在肽谱匹配之前知道正确的序列标签对肽检测只有适度的影响,除非标签很长且具有很高的确定性。与使用PeptideProphet和Percolator估计的结果相比,该方法对分析的组合肽库得出了更精确的错误率,显示了其对同源肽检测的潜在适用性。虽然该方法需要进一步的计算发展来进行常规数据分析,但它说明了肽先验概率的价值,并提出了将其纳入肽检测的贝叶斯方法。
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引用次数: 0
Discovery of metabolomic biomarkers for discriminating platinum-sensitive and platinum-resistant ovarian cancer by using GC-MS. GC-MS鉴别铂敏感和铂耐药卵巢癌代谢组学标志物的发现
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-12-01 Epub Date: 2021-11-22 DOI: 10.1177/14690667211057996
Evren C Eroglu, Sule Tunug, Omer Faruk Geckil, Umran Kucukgoz Gulec, Mehmet Ali Vardar, Semra Paydas

This study aims to determine ovarian cancer (OC) patients with platinum resistance for alternative treatment protocols by using metabolomic methodologies. Urine and serum samples of platinum-resistant and platinum-sensitive OC were analyzed using GC-MS. After data processing of GC-MS raw data, multivariate analyses were performed to interpret complex data for biologically meaningful information and to identify the biomarkers that cause differences between two groups. The biomarkers were verified after univariate, multivariate, and ROC analysis. Finally, metabolomic pathways related to group separations were specified. The results of biomarker analysis showed that 3,4-dihydroxyphenylacetic acid, 4-hydroxybutyric acid, L-threonine, D- mannose, and sorbitol metabolites were potential biomarkers in urine samples. In serum samples, L-arginine, linoleic acid, L-glutamine, and hypoxanthine were identified as important biomarkers. R2Y, Q2, AUC, sensitivity and specificity values of platinum-resistant and sensitive OC patients' urine and serum samples were 0.85, 0.545, 0.844, 91.30%, 81.08 and 0.570, 0.206, 0.743, 77.78%, 74.28%, respectively. In metabolic pathway analysis of urine samples, tyrosine metabolism and fructose and mannose metabolism were found to be statistically significant (p < 0.05) for the discrimination of the two groups. While 3,4-dihydroxyphenylacetic acid, L-tyrosine, and fumaric acid metabolites were effective in tyrosine metabolism. D-sorbitol and D-mannose metabolites were significantly important in fructose and mannose metabolism. However, seven metabolomic pathways were significant (p < 0.05) in serum samples. In terms of p-value, L-glutamine in the nitrogen metabolic pathway from the first three pathways; L-glutamine and pyroglutamic acid metabolites in D-glutamine and D-glutamate metabolism. In the arginine and proline metabolic pathway, L-arginine, L-proline, and L-ornithine metabolites differed significantly between the two groups.

本研究旨在通过代谢组学方法确定铂耐药卵巢癌(OC)患者的替代治疗方案。采用气相色谱-质谱法对铂耐药OC和铂敏感OC的尿液和血清样本进行分析。在对GC-MS原始数据进行数据处理后,进行多变量分析,以解释复杂的数据,以获得生物学上有意义的信息,并确定导致两组之间差异的生物标志物。生物标志物经过单因素、多因素和ROC分析验证。最后,明确了与组分离相关的代谢组学途径。生物标志物分析结果显示,3,4-二羟基苯基乙酸、4-羟基丁酸、l -苏氨酸、D-甘露糖和山梨醇代谢物是尿液样本中潜在的生物标志物。在血清样本中,l -精氨酸、亚油酸、l -谷氨酰胺和次黄嘌呤被确定为重要的生物标志物。铂耐药和铂敏感OC患者尿液和血清样本的R2Y、Q2、AUC、敏感性和特异性值分别为0.85、0.545、0.844、91.30%、81.08和0.570、0.206、0.743、77.78%、74.28%。在尿液样本的代谢途径分析中,酪氨酸代谢和果糖和甘露糖代谢发现有统计学意义(p p值,氮代谢途径中的l -谷氨酰胺来自前三个途径;d -谷氨酰胺和d -谷氨酸代谢中的l -谷氨酰胺和焦谷氨酸代谢物。在精氨酸和脯氨酸代谢途径中,l -精氨酸、l -脯氨酸和l -鸟氨酸代谢物在两组之间差异显著。
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引用次数: 3
Theoretical description of electric fields in three-dimensional multipole ion traps. 三维多极离子阱中电场的理论描述。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-10-01 Epub Date: 2021-10-28 DOI: 10.1177/14690667211047918
Maxim Vasilyev, Semyon Rudyi, Yuri Rozhdestvensky

In this paper, the principle of forming the spatial distribution of the potential in multipole three-dimensional ion traps of a general type is considered. A matrix method for describing the electric fields in ion traps for the nth order of multipole is proposed. Typical electrode geometries for hexapole and octupole traps are considered.

本文研究了一般多极三维离子阱中电势空间分布的形成原理。提出了一种描述n阶多极离子阱电场的矩阵方法。考虑了六极和八极陷阱的典型电极几何形状。
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引用次数: 3
Poly(2-vinylpyridine) as a reference compound for mass calibration in positive-ion matrix-assisted laser desorption/ionization-mass spectrometry on different instrumental platforms. 聚(2-乙烯基吡啶)作为正离子基质辅助激光解吸/电离-质谱法在不同仪器平台上的质量校准参考化合物。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-10-01 Epub Date: 2021-11-05 DOI: 10.1177/14690667211055701
Jürgen H Gross

Butyl-terminated poly(2-vinylpyridine) (P2VP), C4H9(C7H7N)nH, is evaluated for use as an external and internal mass calibrant in positive-ion matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS). P2VP oligomers covering the m/z 450-4500 range are employed to calibrate a time-of-flight (TOF) mass spectrometer in linear and reflector mode, an ion mobility-quadrupole-time-of-flight (IM-Q-TOF) mass spectrometer, and a Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometer. The proton affinity of P2VPs introduced by the numerous pyridyl groups leads to the almost exclusive formation of [M + H]+ ions with common acidic matrices like α-cyano-4-hydroxycinnamic acid (CHCA) and 2,5-dihydroxybenzoic acid (DHB) as well as with the non-acidic and aprotic matrices 1,8-dihydroxy-10H-anthracen-9-on (dithranol) and 2-[(2E)-3-(4-tert-butylphenyl)-2-methylprop-2-enylidene]malonitrile (DCTB). This prevalence of [M + H]+ ions evenly spaced at Δ(m/z) = 105.0578 renders butyl-terminated P2VP oligomers as convenient mass calibrants. The mass accuracies achieved across various m/z ranges with different mass analyzers and modes of operation are evaluated by using established standard compounds. Results as obtained by internal or external calibration are presented. Further, the compilation of mass reference lists tailored to suit the respective analyzer modes is discussed and those reference files are provided.

对端丁基聚(2-乙烯基吡啶)(P2VP) C4H9(C7H7N)nH在正离子基质辅助激光解吸/电离质谱法(MALDI-MS)中用作外部和内部质量校准剂进行了评价。采用m/z 450-4500范围的P2VP低聚物对线性和反射模式下的飞行时间(TOF)质谱仪、离子迁移-四极飞行时间(IM-Q-TOF)质谱仪和傅里叶变换离子回旋共振(FT-ICR)质谱仪进行了校准。P2VPs的质子亲和性使得[M + H]+离子与常见的酸性基质,如α-氰基-4-羟基肉桂酸(CHCA)和2,5-二羟基苯甲酸(DHB),以及与非酸性和非质子基质1,8-二羟基- 10h -蒽-9-二蒽醇和2-[(2E)-3-(4-叔丁基苯基)-2-甲基丙基-2-苯基]丙腈(DCTB)几乎完全形成。在Δ(M /z) = 105.0578处均匀分布的[M + H]+离子的普遍存在使得端丁基P2VP低聚物成为方便的质量校准剂。通过使用已建立的标准化合物,使用不同的质量分析仪和操作模式,在各种m/z范围内实现的质量精度进行了评估。给出了内部和外部标定的结果。此外,还讨论了适合各自分析仪模式的质量参考清单的编制,并提供了这些参考文件。
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引用次数: 0
Joseph John Thomson investigates the paranormal. 约瑟夫·约翰·汤姆森调查超自然现象。
IF 1.3 4区 化学 Q4 PHYSICS, ATOMIC, MOLECULAR & CHEMICAL Pub Date : 2021-10-01 Epub Date: 2021-10-07 DOI: 10.1177/14690667211050599
Kevin M Downard

Joseph John Thomson is best known for detecting two isotopes of neon within cathode ray tubes that lay the foundation of the field of mass spectrometry. He was awarded the 1906 Nobel Prize in Physics for the discovery of the electron and for his work on the conduction of electricity in gases in the same devices. He is less known for his strong religious beliefs and his interest in psychical research and the paranormal. Thomson served as a member of the Society for Psychical Research for over 50 years and even became its Vice President. During this time, he attended a number of séances and demonstrations by professed psychics and mediums. This article traces those who influenced his interest in the paranormal, from Balfour Stewart to Lord Rayleigh and William Crookes. It reports and illustrates his beliefs and experiences investigating the paranormal in his own words.

约瑟夫·约翰·汤姆森以在阴极射线管中检测氖的两种同位素而闻名,这为质谱分析领域奠定了基础。他因发现电子和在气体中导电的研究而获得1906年诺贝尔物理学奖。他不太为人所知的是他强烈的宗教信仰和他对心理研究和超自然现象的兴趣。汤姆逊担任心理研究协会的成员超过50年,甚至成为其副主席。在此期间,他参加了一些由自称为灵媒的巫师和灵媒举行的集会和演示。本文追溯了影响他对超自然现象感兴趣的人,从巴尔弗·斯图尔特到瑞利勋爵和威廉·克鲁克斯。它用他自己的话报道和说明了他的信仰和调查超自然现象的经历。
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引用次数: 0
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European Journal of Mass Spectrometry
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