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Ultrahigh performance LC/FT-MS non-targeted screening for biomass burning organic aerosol with MZmine2 and MFAssignR

Journal Article · · Chemosphere
 [1];  [2];  [2]
  1. Michigan Technological University, Houghton, MI (United States); Michigan Technological University
  2. Michigan Technological University, Houghton, MI (United States)

In recent years, ultrahigh performance liquid chromatography Fourier transform mass spectrometry (LC/FT-MS) based non-targeted screening (NTS) methods have become increasingly popular for comprehensive analysis of complex organic mixtures. However, applying these methods for environmental complex mixture analysis is challenging due to the extreme complexity of natural samples and a lack of standard samples or surrogates for environmental complex mixtures. Furthermore, limited molecular markers in the databases and insufficient data processing software workflows make the application of these methods more challenging for environmental complex mixtures. In this work, we implement a new NTS data processing workflow to process data collected from ultrahigh performance liquid chromatography and Fourier transform Orbitrap Elite Mass Spectrometry (LC/FT-MS) by combining MZmine2 and MFAssignR, two opensource data processing tools and commercial Mesquite liquid smoke as a surrogate for biomass burning organic aerosol. MZmine2.53 data extraction followed MFAssignR molecular formula assignment offered noise free and highly accurate 1733 individual molecular formulas presented in liquid smoke with 4906 molecular species, including isomers. The results of this new approach were consistent with the results of direct infusion FT-MS analysis confirming its reliability. Over 90% of the molecular formulas presented in mesquite liquid smoke were matched with the molecular formulas of ambient biomass burning organic aerosol. This suggests the potential use of commercial liquid smoke as a surrogate for biomass burning organic aerosol research. Furthermore, the presented method significantly improves the identification of the molecular composition of biomass burning organic aerosol by successfully addressing some of the limitations related to the data analysis and giving a semi quantitative insight into the analysis.

Research Organization:
Michigan Technological University, Houghton, MI (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0021168
OSTI ID:
2000836
Journal Information:
Chemosphere, Journal Name: Chemosphere Vol. 338; ISSN 0045-6535
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (40)

Spotlight on mass spectrometric non‐target screening analysis: Advanced data processing methods recently communicated for extracting, prioritizing and quantifying features journal April 2022
Chemical characterization of commercial liquid smoke products journal December 2012
Composition and analysis of liquid smoke flavouring primary products journal June 2005
An international laboratory comparison of dissolved organic matter composition by high resolution mass spectrometry: Are we getting the same answer? journal June 2020
Effect of Mobile Phase on Electrospray Ionization Efficiency journal August 2014
Comparative study on the fragmentation of some simple phenolic compounds using mass spectrometry and thermal analyses journal January 2001
Liquid chromatography–mass spectrometry in metabolomics research: Mass analyzers in ultra high pressure liquid chromatography coupling journal May 2013
MFAssignR: Molecular formula assignment software for ultrahigh resolution mass spectrometry analysis of environmental complex mixtures journal December 2020
Predicting Electrospray Response from Chromatographic Retention Time journal December 2000
Molecular Characterization of Organophosphorus Compounds in Wildfire Smoke Using 21-T Fourier Transform-Ion Cyclotron Resonance Mass Spectrometry journal October 2022
How Low Can You Go? Selecting Intensity Thresholds for Untargeted Metabolomics Data Preprocessing journal December 2022
One Step Forward for Reducing False Positive and False Negative Compound Identifications from Mass Spectrometry Metabolomics Data: New Algorithms for Constructing Extracted Ion Chromatograms and Detecting Chromatographic Peaks journal August 2017
Moving beyond the van Krevelen Diagram: A New Stoichiometric Approach for Compound Classification in Organisms journal April 2018
Application of Online Liquid Chromatography 7 T FT-ICR Mass Spectrometer Equipped with Quadrupolar Detection for Analysis of Natural Organic Matter journal May 2019
Comparison of Software Tools for Liquid Chromatography–High-Resolution Mass Spectrometry Data Processing in Nontarget Screening of Environmental Samples journal December 2019
Molecular Characterization of Brown Carbon in Biomass Burning Aerosol Particles journal October 2016
Nontarget Screening with High Resolution Mass Spectrometry in the Environment: Ready to Go? journal September 2017
Aerosol Health Effects from Molecular to Global Scales journal November 2017
Kinetics, Products, and Brown Carbon Formation by Aqueous-Phase Reactions of Glycolaldehyde with Atmospheric Amines and Ammonium Sulfate journal August 2022
Optimization and Application of Direct Infusion Nanoelectrospray HRMS Method for Large-Scale Urinary Metabolic Phenotyping in Molecular Epidemiology journal March 2017
Extreme Molecular Complexity Resulting in a Continuum of Carbonaceous Species in Biomass Burning Tar Balls from Wildfire Smoke journal September 2021
Emissions of Levoglucosan, Methoxy Phenols, and Organic Acids from Prescribed Burns, Laboratory Combustion of Wildland Fuels, and Residential Wood Combustion journal April 2007
Regional Differences of Chemical Composition and Optical Properties of Aerosols in the Tibetan Plateau journal January 2020
Towards a new pseudo-quantitative approach to evaluate the ionization response of nitrogen compounds in complex matrices journal March 2021
Dependence of negative-mode electrospray ionization response factors on mobile phase composition and molecular structure for newly-authenticated neutral acylsucrose metabolites journal January 2015
Mass spectrometry-based metabolomics in health and medical science: a systematic review journal January 2020
Direct infusion mass spectrometry or liquid chromatography mass spectrometry for human metabonomics? A serum metabonomic study of kidney cancer journal January 2010
Ultra High Resolution Linear Ion Trap Orbitrap Mass Spectrometer (Orbitrap Elite) Facilitates Top Down LC MS/MS and Versatile Peptide Fragmentation Modes journal December 2011
MZmine 2: Modular framework for processing, visualizing, and analyzing mass spectrometry-based molecular profile data journal July 2010
High resolution mass spectrometry-based non-target screening can support regulatory environmental monitoring and chemicals management journal July 2019
Multidimensional Analytical Characterization of Water-Soluble Organic Aerosols: Challenges and New Perspectives journal March 2021
Aqueous-phase photochemical oxidation and direct photolysis of vanillin – a model compound of methoxy phenols from biomass burning journal January 2014
Distinguishing molecular characteristics of aerosol water soluble organic matter from the 2011 trans-North Atlantic US GEOTRACES cruise journal January 2014
Aqueous-phase photooxidation of levoglucosan – a mechanistic study using aerosol time-of-flight chemical ionization mass spectrometry (Aerosol ToF-CIMS) journal January 2014
Evidence for pyrazine-based chromophores in cloud water mimics containing methylglyoxal and ammonium sulfate journal January 2018
Molecular insights on aging and aqueous-phase processing from ambient biomass burning emissions-influenced Po Valley fog and aerosol journal January 2018
Molecular and physical characteristics of aerosol at a remote free troposphere site: implications for atmospheric aging journal January 2018
Evolution of the chemical fingerprint of biomass burning organic aerosol during aging journal January 2018
High- and low-temperature pyrolysis profiles describe volatile organic compound emissions from western US wildfire fuels journal January 2018
Six global biomass burning emission datasets: intercomparison and application in one global aerosol model journal January 2020

Figures / Tables (7)