Prediction of high fecal propionate-to-butyrate ratios using 16S rRNA-based detection of bacterial groups with liquid array diagnostics

Biotechniques. 2023 Jan;74(1):9-21. doi: 10.2144/btn-2022-0045. Epub 2023 Jan 5.

Abstract

Butyrate and propionate represent two of three main short-chain fatty acids produced by the intestinal microbiota. In healthy populations, their levels are reportedly equimolar, whereas a deviation in their ratio has been observed in various diseased cohorts. Monitoring such a ratio represents a valuable metric; however, it remains a challenge to adopt short-chain fatty acid detection techniques in clinical settings because of the volatile nature of these acids. Here we aimed to estimate short-chain fatty acid information indirectly through a novel, simple quantitative PCR-compatible assay (liquid array diagnostics) targeting a limited number of microbiome 16S markers. Utilizing 15 liquid array diagnostics probes to target microbiome markers selected by a model that combines partial least squares and linear discriminant analysis, the classes (normal vs high propionate-to-butyrate ratio) separated at a threshold of 2.6 with a prediction accuracy of 96%.

Keywords: LAD; SCFA; butyrate; gut microbiome; propionate; qPCR.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bacteria / genetics
  • Butyrates*
  • Fatty Acids, Volatile / analysis
  • Microbiota*
  • Propionates
  • RNA, Ribosomal, 16S / genetics

Substances

  • Butyrates
  • Propionates
  • RNA, Ribosomal, 16S
  • Fatty Acids, Volatile