1
|
Yoshinaga K, Imasaka T, Imasaka T. Femtosecond Laser Ionization Mass Spectrometry for Online Analysis of Human Exhaled Breath. Anal Chem 2024; 96:11542-11548. [PMID: 38972070 DOI: 10.1021/acs.analchem.4c02214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2024]
Abstract
A variety of organic compounds in human exhaled breath were measured online by mass spectrometry using the fifth (206 nm) and fourth (257 nm) harmonic emissions of a femtosecond ytterbium (Yb) laser as the ionization source. Molecular ions were enhanced significantly by means of resonance-enhanced, two-color, two-photon ionization, which was useful for discrimination of analytes against the background. The limit of detection was 0.15 ppm for acetone in air. The concentration of acetone in exhaled breath was determined for three subjects to average 0.31 ppm, which lies within the range of normal healthy subjects and is appreciably lower than the range for patients with diabetes mellitus. Many other constituents, which could be assigned to acetaldehyde, ethanol, isoprene, phenol, octane, ethyl butanoate, indole, octanol, etc., were observed in the exhaled air. Therefore, the present approach shows potential for use in the online analysis of diabetes mellitus and also for the diagnosis of various diseases, such as COVID-19 and cancers.
Collapse
Affiliation(s)
- Katsunori Yoshinaga
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540:744 Motooka, Nishi-ku Fukuoka 819-0395, Japan
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku Fukuoka 819-0395, Japan
- Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku Fukuoka 810-0024, Japan
| | - Tomoko Imasaka
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540:744 Motooka, Nishi-ku Fukuoka 819-0395, Japan
| |
Collapse
|
2
|
Imasaka T, Yoshinaga K, Imasaka T. Machine Learning for Characterizing Biofuels Based on Femtosecond Laser Ionization Mass Spectrometry. Anal Chem 2024; 96:10193-10199. [PMID: 38836705 DOI: 10.1021/acs.analchem.4c00478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2024]
Abstract
A sample mixture of fatty acid methyl esters (FAMEs) was measured by femtosecond laser ionization mass spectrometry (fsLIMS) using the fifth (206 nm) and fourth (257 nm) harmonic emissions of an ytterbium (Yb) laser (1030 nm). Molecular ions were observed as the major signals in this technique, providing valuable information concerning the molecular weight and the number of double bonds in the molecule. The mass spectral data were then used as explanatory variables in machine learning based on artificial intelligence (AI) to correlate with objective variables such as the cetane number, kinematic viscosity, specific gravity, a higher heating value, an iodine value, flash point, oxidative stability index, and a cloud point measured for reference biofuel samples containing various FAMEs. The properties of biofuels, i.e., the objective variables, were evaluated from the mass spectral data obtained for unknown samples. The errors in the evaluation were a few percent when the distribution of the FAMEs in the unknown biofuel sample was similar to those of the biofuels used for machine learning. As demonstrated herein, the present approach, involving a combination of fsLIMS and AI, has the potential for use in evaluating the properties of a biofuel and then in solving of environmental issues associated with global warming.
Collapse
Affiliation(s)
- Tomoko Imasaka
- Faculty of Design, Kyushu University, 4-9-1 Shiobaru, Minami-ku, Fukuoka 815-8540, Japan
| | - Katsunori Yoshinaga
- Faculty of Design, Kyushu University, 4-9-1 Shiobaru, Minami-ku, Fukuoka 815-8540, Japan
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
- Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku, Fukuoka 810-0024, Japan
| |
Collapse
|
3
|
Ma Q, Liu Z, Zhang T, Zhao S, Gao X, Sun T, Dai Y. Multielement simultaneous quantitative analysis of trace elements in stainless steel via full spectrum laser-induced breakdown spectroscopy. Talanta 2024; 272:125745. [PMID: 38367401 DOI: 10.1016/j.talanta.2024.125745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/16/2024] [Accepted: 02/05/2024] [Indexed: 02/19/2024]
Abstract
Laser-Induced Breakdown Spectroscopy (LIBS) instruments are increasingly recognized as valuable tools for detecting trace metal elements due to their simplicity, rapid detection, and ability to perform simultaneous multi-element analysis. Traditional LIBS modeling often relies on empirical or machine learning-based feature band selection to establish quantitative models. In this study, we introduce a novel approach-simultaneous multi-element quantitative analysis based on the entire spectrum, which enhances model establishment efficiency and leverages the advantages of LIBS. By logarithmically processing the spectra and quantifying the cognitive uncertainty of the model, we achieved remarkable predictive performance (R2) for trace elements Mn, Mo, Cr, and Cu (0.9876, 0.9879, 0.9891, and 0.9841, respectively) in stainless steel. Our multi-element model shares features and parameters during the learning process, effectively mitigating the impact of matrix effects and self-absorption. Additionally, we introduce a cognitive error term to quantify the cognitive uncertainty of the model. The results suggest that our approach has significant potential in the quantitative analysis of trace elements, providing a reliable data processing method for efficient and accurate multi-task analysis in LIBS. This methodology holds promising applications in the field of LIBS quantitative analysis.
Collapse
Affiliation(s)
- Qing Ma
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China
| | - Ziyuan Liu
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China
| | - Tingsong Zhang
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China
| | - Shangyong Zhao
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China
| | - Xun Gao
- Changchun University of Science and Technology, College of Physics, Changchun, 130000, China
| | - Tong Sun
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China
| | - Yujia Dai
- Zhejiang A&F University, College of Opto-Electro-Mechanical Engineering, Hangzhou, 311300, China.
| |
Collapse
|
4
|
Yoshinaga K, Wen L, Imasaka T, Imasaka T. Determination of fatty acid methyl esters by two-color two-photon resonance-enhanced femtosecond ionization mass spectrometry. Anal Chim Acta 2024; 1296:342341. [PMID: 38401933 DOI: 10.1016/j.aca.2024.342341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 12/14/2023] [Accepted: 02/04/2024] [Indexed: 02/26/2024]
Abstract
A standard sample mixture containing thirty-seven fatty acid methyl esters (FAMEs) was measured by femtosecond laser ionization mass spectrometry. FAME molecules with double bonds were efficiently ionized via resonance-enhanced two-photon ionization by absorbing the first photon at 206 nm at the edge of the absorption band of the π→π* transition and subsequently ionized by absorbing the second photon at 257 nm. The intensity of the molecular radical ion was enhanced significantly using this two-color ionization scheme, which minimizes the excess energy in the ionized state, when compared with electron ionization mass spectrometry and vacuum-ultraviolet photoionization mass spectrometry. This approach was then used for the reliable identification of FAMEs contained in an actual sample of biofuel.
Collapse
Affiliation(s)
- Katsunori Yoshinaga
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan
| | - Lu Wen
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan; Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku, Fukuoka, 810-0024, Japan
| | - Tomoko Imasaka
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan.
| |
Collapse
|
5
|
Wen L, Yoshinaga K, Imasaka T, Imasaka T. Trace analysis of nitrated polycyclic aromatic hydrocarbons based on two-color femtosecond laser ionization mass spectrometry. Talanta 2023; 265:124807. [PMID: 37327661 DOI: 10.1016/j.talanta.2023.124807] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 05/10/2023] [Accepted: 06/09/2023] [Indexed: 06/18/2023]
Abstract
Nitrated polycyclic aromatic hydrocarbons (nitro-PAHs) are suspected to be highly carcinogenic and mutagenic compounds that are present in the environment. Gas chromatography combined with mass spectrometry (GC-MS) is the most frequently used technique for trace analysis. The electron ionization techniques that are currently used in MS, however, typically do not result in the formation of a molecular ion, thus making the determination of these compounds more difficult. In this study, we report on the use of a compact highly-repetitive (low-pulse-energy) ultraviolet (UV) femtosecond laser as the ionization source in combination with a miniature time-of-flight mass analyzer and a time-correlated ion counting system. The UV laser pulses emitted at 343, 257, and 206 nm were produced by harmonic generations of a femtosecond Yb laser emitting at 1030 nm and were utilized for single-color multiphoton ionization. A combination of the 343-nm and 257-nm pulses was further employed to achieve two-color two-photon ionization. This technique was found to be more useful for sensitive detection and also resulted in the formation of a molecular ion. A pump-and-probe technique using these pulses was examined in a proof-of-concept study to measure the femtosecond lifetimes of the nitro-PAHs separated by GC, providing additional information for use in the characterization of the analyte. The developed technique was applied in the analysis of an authentic sample, an organic solvent extract from diesel exhaust particulates. The nitro-PAHs contained in a standard reference material (SRM1975) were determined on a two-dimensional GC-MS display, suggesting that this technique would be useful for the practical trace analysis of nitro-PAHs in environmental samples.
Collapse
Affiliation(s)
- Lu Wen
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan
| | - Katsunori Yoshinaga
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan; Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku, Fukuoka, 810-0024, Japan
| | - Tomoko Imasaka
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540: 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan.
| |
Collapse
|
6
|
Yoshinaga K, Hao NV, Imasaka T, Imasaka T. Miniature time-of-flight mass analyzer for use in combination with a compact highly-repetitive femtosecond laser ionization source. Anal Chim Acta 2022; 1203:339673. [DOI: 10.1016/j.aca.2022.339673] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/01/2022] [Accepted: 03/01/2022] [Indexed: 11/24/2022]
|
7
|
Madunil SL, Imasaka T, Imasaka T. Comprehensive Analysis of Analogues of Amine-Related Psychoactive Substances Using Femtosecond Laser Ionization Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:90-99. [PMID: 34846136 DOI: 10.1021/jasms.1c00282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Amine-related psychoactive molecules contain N-Cα and Cα-Cβ bonds, which easily dissociate to form various fragment ions in electron ionization mass spectrometry (EIMS). Therefore, observing a molecular ion and then determining the molecular weight of the analyte is difficult. In this study, we examined phenethylamine, 3,4-methylenedioxyphenethylamine, tryptamine, N-methylephedrine, and nicotine as well as analogues of amine-related psychoactive substances using EIMS and femtosecond laser ionization mass spectrometry (fs-LIMS) combined with gas chromatography for comprehensive analysis. A molecular ion was clearly observed in fs-LIMS for all of these compounds, which was in contrast to EIMS providing fragment ions dominantly (no molecular ion was observed for N-methylephedrine). This favorable result was obtained by adjusting the laser wavelength to the optimal value for two-photon ionization to minimize the excess energy remaining in the molecular ion. It therefore appears that fs-LIMS is superior to EIMS in terms of observing a molecular ion and would be potentially useful for identifying a variety of amine-related psychoactive substances, some of which are illegal and are of interest in the field of forensic science.
Collapse
Affiliation(s)
- Siddihalu Lakshitha Madunil
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540:744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
- Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku, Fukuoka 810-0024, Japan
| | - Tomoko Imasaka
- Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540:744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| |
Collapse
|
8
|
Wen L, Jin F, Imasaka T, Imasaka T. Esterification of perfluorinated carboxylic acids with bromomethyl aromatic compounds for gas chromatography combined with laser ionization mass spectrometry. J Chromatogr A 2021; 1656:462546. [PMID: 34547552 DOI: 10.1016/j.chroma.2021.462546] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/02/2021] [Accepted: 09/05/2021] [Indexed: 10/20/2022]
Abstract
Perfluorinated carboxylic acids (PFCAs) were derivatized with two types of aromatic compounds that contained a bromomethyl group, i.e., 2-(bromomethyl)naphthalene (BMN) and benzyl bromide (BB). The conditions for derivatization were optimized in terms of reaction temperature and time and the concentration of derivatizing reagent. Using these optimal conditions, the PFCAs-MN and PFCAs-B derivatives were measured by gas chromatography (GC) combined with mass spectrometry using an ultraviolet femtosecond laser (267 nm) as the ionization source. The efficiency of derivatization for PFCAs-B was higher than that for PFCAs-MN because of the smaller size of the chromophore (benzene). The ionization efficiency of PFCAs-MN, however, was better than PFCAs-B, since a larger sized chromophore (naphthalene) and then a larger molar absorptivity was preferable for resonance-enhanced two-photon ionization. Due to superior GC separation, BB was successfully used as the derivatizing agent for the trace analysis of PFCAs, with detection limits of 6.0, 8.4, and 9.5 ng/mL for perfluoroheptanoic, perfluorooctanoic, and perfluorononanoic acids, respectively. The other bromomethyl aromatic compounds were evaluated for use as a derivatization reagent in future studies.
Collapse
Affiliation(s)
- Lu Wen
- Department of Environmental Design, Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540, Japan: 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Fengdan Jin
- Department of Environmental Design, Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540, Japan: 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan; Present address: Yanshan University, Qinhuangdao, Hebei 066004, China
| | - Totaro Imasaka
- Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan; Hikari Giken, Co., 2-10-30, Sakurazaka, Chuou-ku, Fukuoka 810-0024, Japan
| | - Tomoko Imasaka
- Department of Environmental Design, Faculty of Design, Kyushu University, 4-9-1, Shiobaru, Minami-ku, Fukuoka 815-8540, Japan: 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan.
| |
Collapse
|