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Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons.

Publication ,  Journal Article
Sleight, TW; Khanna, V; Gilbertson, LM; Ng, CA
Published in: Environmental science & technology
September 2020

Polycyclic aromatic hydrocarbons (PAHs) are a diverse group of environmental contaminants released during the combustion of organic materials and the production and utilization of fossil fuels. Once released, PAHs deposit in soil and water bodies where they are subjected to environmental transport and transformations. As they degrade, intermediate transformation products may play an important role in their environmental impact. However, studying the effects of these degradation products has proven challenging because of the complexity, transience, and low concentration of many intermediates. Herein, a novel integration of a pathway prediction system and network theory was developed and applied to a set of four PAHs to demonstrate a possible solution to this challenge. Network analysis techniques were employed to refine the thousands of potential outputs and elucidate compounds of interest. Using these tools, we determined correlations between PAH degradation network data and intermediate metabolite structures, gaining information about the chemical characteristics of compounds based on their placement within the degradation network. Upon applying our developed filtering algorithm, we are able to predict up to 48% of the most common transformation products identified in a comprehensive empirical literature review. Additionally, our integrated approach uncovers potential metabolites which connect those found by past empirical studies but are currently undetected, thereby filling in the gaps of information in PAH degradation pathways.

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Published In

Environmental science & technology

DOI

EISSN

1520-5851

ISSN

0013-936X

Publication Date

September 2020

Volume

54

Issue

17

Start / End Page

10735 / 10744

Related Subject Headings

  • Soil Pollutants
  • Soil
  • Polycyclic Aromatic Hydrocarbons
  • Environmental Sciences
  • Biodegradation, Environmental
 

Citation

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Sleight, T. W., Khanna, V., Gilbertson, L. M., & Ng, C. A. (2020). Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons. Environmental Science & Technology, 54(17), 10735–10744. https://doi.org/10.1021/acs.est.0c02217
Sleight, Trevor W., Vikas Khanna, Leanne M. Gilbertson, and Carla A. Ng. “Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons.Environmental Science & Technology 54, no. 17 (September 2020): 10735–44. https://doi.org/10.1021/acs.est.0c02217.
Sleight TW, Khanna V, Gilbertson LM, Ng CA. Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons. Environmental science & technology. 2020 Sep;54(17):10735–44.
Sleight, Trevor W., et al. “Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons.Environmental Science & Technology, vol. 54, no. 17, Sept. 2020, pp. 10735–44. Epmc, doi:10.1021/acs.est.0c02217.
Sleight TW, Khanna V, Gilbertson LM, Ng CA. Network Analysis for Prioritizing Biodegradation Metabolites of Polycyclic Aromatic Hydrocarbons. Environmental science & technology. 2020 Sep;54(17):10735–10744.
Journal cover image

Published In

Environmental science & technology

DOI

EISSN

1520-5851

ISSN

0013-936X

Publication Date

September 2020

Volume

54

Issue

17

Start / End Page

10735 / 10744

Related Subject Headings

  • Soil Pollutants
  • Soil
  • Polycyclic Aromatic Hydrocarbons
  • Environmental Sciences
  • Biodegradation, Environmental