Insight into the dynamic microbial community and core bacteria in composting from different sources by advanced bioinformatics methods

Environ Sci Pollut Res Int. 2023 Jan;30(4):8956-8966. doi: 10.1007/s11356-022-20388-7. Epub 2022 Apr 25.

Abstract

Microbial communities are important for high composting efficiency and good quality composts. This study was conducted to compare the changes of physicochemical and bacterial characteristics in composting from different raw materials, including chicken manure (CM), duck manure (DM), sheep manure (SM), food waste (FW), and vegetable waste (VW). The role and interactions of core bacteria and their contribution to maturity in diverse composts were analyzed by advanced bioinformatics methods combined sequencing with co-occurrence network and structural equation modeling (SEM). Results indicated that there were obviously different bacterial composition and diversity in composting from diverse sources. FW had a low pH and different physiochemical characteristics compared to other composts but they all achieved similar maturity products. Redundancy analysis suggested total organic carbon, phosphorus, and temperature governed the composition of microbial species but key factors were different in diverse composts. Network analysis showed completely different interactions of core bacterial community from diverse composts but Thermobifida was the ubiquitous core bacteria in composting bacterial network. Sphaerobacter and Lactobacillus as core genus were presented in the starting mesophilic and thermophilic phases of composting from manure (CM, DM, SM) and municipal solid waste (FW, VW), respectively. SEM indicated core bacteria had the positive, direct, and the biggest (> 80%) effects on composting maturity. Therefore, this study presents theoretical basis to identify and enhance the core bacteria for improving full-scale composting efficiency facing more and more organic wastes.

Keywords: 16S rRNA profiling; Bacterial succession; Composting microbiome; Core bacteria; Network analysis.

Publication types

  • Editorial

MeSH terms

  • Animals
  • Bacteria / genetics
  • Chickens
  • Composting*
  • Computational Biology
  • Manure / analysis
  • Microbiota*
  • Refuse Disposal*
  • Sheep
  • Soil
  • Vegetables

Substances

  • Soil
  • Manure