Using Network Analysis and Predictive Functional Analysis to Explore the Fluorotelomer Biotransformation Potential of Soil Microbial Communities

Environ Sci Technol. 2024 Apr 30;58(17):7480-7492. doi: 10.1021/acs.est.4c00942. Epub 2024 Apr 19.

Abstract

Microbial transformation of per- and polyfluoroalkyl substances (PFAS), including fluorotelomer-derived PFAS, by native microbial communities in the environment has been widely documented. However, few studies have identified the key microorganisms and their roles during the PFAS biotransformation processes. This study was undertaken to gain more insight into the structure and function of soil microbial communities that are relevant to PFAS biotransformation. We collected 16S rRNA gene sequencing data from 8:2 fluorotelomer alcohol and 6:2 fluorotelomer sulfonate biotransformation studies conducted in soil microcosms under various redox conditions. Through co-occurrence network analysis, several genera, including Variovorax, Rhodococcus, and Cupriavidus, were found to likely play important roles in the biotransformation of fluorotelomers. Additionally, a metagenomic prediction approach (PICRUSt2) identified functional genes, including 6-oxocyclohex-1-ene-carbonyl-CoA hydrolase, cyclohexa-1,5-dienecarbonyl-CoA hydratase, and a fluoride-proton antiporter gene, that may be involved in defluorination. This study pioneers the application of these bioinformatics tools in the analysis of PFAS biotransformation-related sequencing data. Our findings serve as a foundational reference for investigating enzymatic mechanisms of microbial defluorination that may facilitate the development of efficient microbial consortia and/or pure microbial strains for PFAS biotransformation.

Keywords: co-occurrent network; defluorination; fluorotelomers; functional genes; keystone taxa; metagenomic prediction; per- and polyfluoroalkyl substances; soil microbial community.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biotransformation*
  • Fluorocarbons / metabolism
  • RNA, Ribosomal, 16S / genetics
  • Soil / chemistry
  • Soil Microbiology*
  • Soil Pollutants / metabolism

Substances

  • RNA, Ribosomal, 16S
  • Soil
  • Soil Pollutants
  • Fluorocarbons