title: Changes in the Structure of the Microbial Community Associated with Nannochloropsis salina following Treatments with Antibiotics and Bioactive Compounds.
abstract: Open microalgae cultures host a myriad of bacteria, creating a complex system of interacting species that influence algal growth and health. Many algal microbiota studies have been conducted to determine the relative importance of bacterial taxa to algal culture health and physiological states, but these studies have not characterized the interspecies relationships in the microbial communities. We subjected Nanochroloropsis salina cultures to multiple chemical treatments (antibiotics and quorum sensing compounds) and obtained dense time-series data on changes to the microbial community using 16S gene amplicon metagenomic sequencing (21,029,577 reads for 23 samples) to measure microbial taxa-taxa abundance correlations. Short-term treatment with antibiotics resulted in substantially larger shifts in the microbiota structure compared to changes observed following treatment with signaling compounds and glucose. We also calculated operational taxonomic unit (OTU) associations and generated OTU correlation networks to provide an overview of possible bacterial OTU interactions. This analysis identified five major cohesive modules of microbiota with similar co-abundance profiles across different chemical treatments. The Eigengenes of OTU modules were examined for correlation with different external treatment factors. This correlation-based analysis revealed that culture age (time) and treatment types have primary effects on forming network modules and shaping the community structure. Additional network analysis detected Alteromonadeles and Alphaproteobacteria as having the highest centrality, suggesting these species are "keystone" OTUs in the microbial community. Furthermore, we illustrated that the chemical tropodithietic acid, which is secreted by several species in the Alphaproteobacteria taxon, is able to drastically change the structure of the microbiota within 3 h. Taken together, these results provide valuable insights into the structure of the microbiota associated with N. salina cultures and how these structures change in response to chemical perturbations.
authors: Department of Systems Biology, Sandia National Laboratories Livermore, CA, USA.
authors: Haifeng
authors: H
authors: Geng
authors: Department of Biomass Science and Conversion Technology, Sandia National Laboratories Livermore, CA, USA.
authors: Mary B
authors: MB
authors: Tran-Gyamfi
authors: Department of Systems Biology, Sandia National Laboratories Livermore, CA, USA.
authors: Todd W
authors: TW
authors: Lane
authors: Department of Biomass Science and Conversion Technology, Sandia National Laboratories Livermore, CA, USA.
authors: Kenneth L
authors: KL
authors: Sale
authors: Department of Systems Biology, Sandia National LaboratoriesLivermore, CA, USA; Institute of Chemistry, University of the Philippines DilimanQuezon City, Philippines.
authors: Eizadora T
authors: ET
authors: Yu
keywords: algae; correlation network; microbiota