The Volatilome: A Vital Piece of the Complete Soil Metabolome

Soils harbor complex biological processes intertwined with metabolic inputs from microbes and plants. Measuring the soil metabolome can reveal active metabolic pathways, providing insight into the presence of specific organisms and ecological interactions. A subset of the metabolome is volatile; how...

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Main Authors: Linnea K. Honeker, Kelsey R. Graves, Malak M. Tfaily, Jordan E. Krechmer, Laura K. Meredith
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.649905/full
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spelling doaj-638e16dfbde542b58432dbc4c4065dc42021-04-23T08:53:52ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2021-04-01910.3389/fenvs.2021.649905649905The Volatilome: A Vital Piece of the Complete Soil MetabolomeLinnea K. Honeker0Linnea K. Honeker1Kelsey R. Graves2Malak M. Tfaily3Malak M. Tfaily4Jordan E. Krechmer5Laura K. Meredith6Laura K. Meredith7Laura K. Meredith8Biosphere 2, University of Arizona, Oracle, AZ, United StatesBIO5 Institute, University of Arizona, Tucson, AZ, United StatesDepartment of Environmental Science, University of Arizona, Tucson, AZ, United StatesBIO5 Institute, University of Arizona, Tucson, AZ, United StatesDepartment of Environmental Science, University of Arizona, Tucson, AZ, United StatesAerodyne Research, Inc., Billerica, MA, United StatesBiosphere 2, University of Arizona, Oracle, AZ, United StatesBIO5 Institute, University of Arizona, Tucson, AZ, United StatesSchool of Natural Resources and the Environment, University of Arizona, Tucson, AZ, United StatesSoils harbor complex biological processes intertwined with metabolic inputs from microbes and plants. Measuring the soil metabolome can reveal active metabolic pathways, providing insight into the presence of specific organisms and ecological interactions. A subset of the metabolome is volatile; however, current soil studies rarely consider volatile organic compounds (VOCs), contributing to biases in sample processing and metabolomic analytical techniques. Therefore, we hypothesize that overall, the volatility of detected compounds measured using current metabolomic analytical techniques will be lower than undetected compounds, a reflection of missed VOCs. To illustrate this, we examined a peatland metabolomic dataset collected using three common metabolomic analytical techniques: nuclear magnetic resonance (NMR), gas chromatography-mass spectroscopy (GC-MS), and fourier-transform ion cyclotron resonance mass spectrometry (FT-ICR-MS). We mapped the compounds to three metabolic pathways (monoterpenoid biosynthesis, diterpenoid biosynthesis, and polycyclic aromatic hydrocarbon degradation), chosen for their activity in peatland ecosystems and involvement of VOCs. We estimated the volatility of the compounds by calculating relative volatility indices (RVIs), and as hypothesized, the average RVI of undetected compounds within each of our focal pathways was higher than detected compounds (p < 0.001). Moreover, higher RVI compounds were absent even in sub-pathways where lower RVI compounds were observed. Our findings suggest that typical soil metabolomic analytical techniques may overlook VOCs and leave missing links in metabolic pathways. To more completely represent the volatile fraction of the soil metabolome, we suggest that environmental scientists take into consideration these biases when designing and interpreting their data and/or add direct online measurement methods that capture the integral role of VOCs in soil systems.https://www.frontiersin.org/articles/10.3389/fenvs.2021.649905/fullsoil metabolomevolatilomevolatile organic compoundssoil microbial processesGC-MSFT-ICR-MS
collection DOAJ
language English
format Article
sources DOAJ
author Linnea K. Honeker
Linnea K. Honeker
Kelsey R. Graves
Malak M. Tfaily
Malak M. Tfaily
Jordan E. Krechmer
Laura K. Meredith
Laura K. Meredith
Laura K. Meredith
spellingShingle Linnea K. Honeker
Linnea K. Honeker
Kelsey R. Graves
Malak M. Tfaily
Malak M. Tfaily
Jordan E. Krechmer
Laura K. Meredith
Laura K. Meredith
Laura K. Meredith
The Volatilome: A Vital Piece of the Complete Soil Metabolome
Frontiers in Environmental Science
soil metabolome
volatilome
volatile organic compounds
soil microbial processes
GC-MS
FT-ICR-MS
author_facet Linnea K. Honeker
Linnea K. Honeker
Kelsey R. Graves
Malak M. Tfaily
Malak M. Tfaily
Jordan E. Krechmer
Laura K. Meredith
Laura K. Meredith
Laura K. Meredith
author_sort Linnea K. Honeker
title The Volatilome: A Vital Piece of the Complete Soil Metabolome
title_short The Volatilome: A Vital Piece of the Complete Soil Metabolome
title_full The Volatilome: A Vital Piece of the Complete Soil Metabolome
title_fullStr The Volatilome: A Vital Piece of the Complete Soil Metabolome
title_full_unstemmed The Volatilome: A Vital Piece of the Complete Soil Metabolome
title_sort volatilome: a vital piece of the complete soil metabolome
publisher Frontiers Media S.A.
series Frontiers in Environmental Science
issn 2296-665X
publishDate 2021-04-01
description Soils harbor complex biological processes intertwined with metabolic inputs from microbes and plants. Measuring the soil metabolome can reveal active metabolic pathways, providing insight into the presence of specific organisms and ecological interactions. A subset of the metabolome is volatile; however, current soil studies rarely consider volatile organic compounds (VOCs), contributing to biases in sample processing and metabolomic analytical techniques. Therefore, we hypothesize that overall, the volatility of detected compounds measured using current metabolomic analytical techniques will be lower than undetected compounds, a reflection of missed VOCs. To illustrate this, we examined a peatland metabolomic dataset collected using three common metabolomic analytical techniques: nuclear magnetic resonance (NMR), gas chromatography-mass spectroscopy (GC-MS), and fourier-transform ion cyclotron resonance mass spectrometry (FT-ICR-MS). We mapped the compounds to three metabolic pathways (monoterpenoid biosynthesis, diterpenoid biosynthesis, and polycyclic aromatic hydrocarbon degradation), chosen for their activity in peatland ecosystems and involvement of VOCs. We estimated the volatility of the compounds by calculating relative volatility indices (RVIs), and as hypothesized, the average RVI of undetected compounds within each of our focal pathways was higher than detected compounds (p < 0.001). Moreover, higher RVI compounds were absent even in sub-pathways where lower RVI compounds were observed. Our findings suggest that typical soil metabolomic analytical techniques may overlook VOCs and leave missing links in metabolic pathways. To more completely represent the volatile fraction of the soil metabolome, we suggest that environmental scientists take into consideration these biases when designing and interpreting their data and/or add direct online measurement methods that capture the integral role of VOCs in soil systems.
topic soil metabolome
volatilome
volatile organic compounds
soil microbial processes
GC-MS
FT-ICR-MS
url https://www.frontiersin.org/articles/10.3389/fenvs.2021.649905/full
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