Orbitool: a software tool for analyzing online Orbitrap mass spectrometry data

被引:12
|
作者
Cai, Runlong [1 ]
Li, Yihao [2 ,3 ]
Clement, Yohann [4 ]
Li, Dandan [5 ]
Dubois, Clement [5 ]
Fabre, Marlene [5 ]
Besson, Laurence [5 ]
Perrier, Sebastien [5 ]
George, Christian [5 ]
Ehn, Mikael [1 ]
Huang, Cheng [2 ]
Yi, Ping [3 ]
Ma, Yingge [2 ]
Riva, Matthieu [5 ]
机构
[1] Univ Helsinki, Fac Sci, Inst Atmospher & Earth Syst Res Phys, Helsinki 00014, Finland
[2] Shanghai Acad Environm Sci, State Environm Protect Key Lab Format & Prevent U, Shanghai 200233, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
[4] Univ Claude Bernard Lyon 1, Univ Lyon, Inst Sci Analyt, CNRS,UMR 5280, 5 Rue Doua, F-69100 Villeurbanne, France
[5] Univ Claude Bernard Lyon 1, Univ Lyon, IRCELYON, CNRS, F-69626 Villeurbanne, France
基金
国家重点研发计划; 欧洲研究理事会; 芬兰科学院;
关键词
ORGANIC-COMPOUNDS; EVOLUTION; INSIGHTS; MS;
D O I
10.5194/amt-14-2377-2021
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The Orbitrap mass spectrometer has recently been proved to be a powerful instrument to accurately measure gas-phase and particle-phase organic compounds with a greater mass resolving power than other widely used online mass spectrometers in atmospheric sciences. We develop an open-source software tool (Orbitool, https://orbitrap.catalyse.cnrs.fr, last access: 4 February 2021) to facilitate the analysis of long-term online Orbitrap data. Orbitool can average long-term data while improving the mass accuracy by re-calibrating each mass spectrum, assign molecular formulae of compounds and their isotopes to measured signals, and export time series and mass defect plots. The noise reduction procedure in Orbitool can separate signal peaks from noise and reduce the computational and storage expenses. Chemical ionization Orbitrap data from laboratory experiments on ozonolysis of monoterpenes and ambient measurements in urban Shanghai were used to test Orbitool. For the test dataset, the average mass accuracy was improved from < 2 to < 0.5 ppm by mass calibrating each spectrum. The denoising procedure removed 97% of the noise peaks from a spectrum averaged for 30 min while maintaining the signal peaks, substantially helping the automatic assignment of unknown species. To illustrate the capabilities of Orbitool, we used the most challenging and complex dataset we have collected so far, which consists of ambient gas-phase measurements in urban Shanghai. These tests showed that Orbitool was able to automatically assign hundreds of molecular formulae as well as their isotopes with high accuracy.
引用
收藏
页码:2377 / 2387
页数:11
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