Abstract

ABSTRACTMicroorganisms must respond to environmental changes to survive, often by controlling transcription initiation. Intermittent aeration during wastewater treatment presents a cyclically changing environment to which microorganisms must react. We used an intermittently aerated bioreactor performing partial nitritation and anammox (PNA) to investigate how the microbiome responds to recurring change. Meta-transcriptomic analysis revealed a dramatic disconnect between the relative DNA abundance and gene expression within the metagenome-assembled genomes (MAGs) of community members, suggesting the importance of transcriptional regulation in this microbiome. To explore how community members responded to cyclic aeration via transcriptional regulation, we searched for homologs of the catabolite repressor protein/fumarate and nitrate reductase regulatory protein (CRP/FNR) family of transcription factors (TFs) within the MAGs. Using phylogenetic analyses, evaluation of sequence conservation in important amino acid residues, and prediction of genes regulated by TFs in the MAGs, we identified homologs of the oxygen-sensing FNR in Nitrosomonas and Rhodocyclaceae, nitrogen-sensing dissimilative nitrate respiration regulator that responds to nitrogen species (DNR) in Rhodocyclaceae, and nitrogen-sensing nitrite and nitric oxide reductase regulator that responds to nitrogen species (NnrR) in Nitrospira MAGs. Our data also predict that CRP/FNR homologs in Ignavibacteria, Flavobacteriales, and Saprospiraceae MAGs sense carbon availability. In addition, a CRP/FNR homolog in a Brocadia MAG was most closely related to CRP TFs known to sense carbon sources in well-studied organisms. However, we predict that in autotrophic Brocadia, this TF most likely regulates a diverse set of functions, including a response to stress during the cyclic aerobic/anoxic conditions. Overall, this analysis allowed us to define a meta-regulon of the PNA microbiome that explains functions and interactions of the most active community members.IMPORTANCE Microbiomes are important contributors to many ecosystems, including ones where nutrient cycling is stimulated by aeration control. Optimizing cyclic aeration helps reduce energy needs and maximize microbiome performance during wastewater treatment; however, little is known about how most microbial community members respond to these alternating conditions. We defined the meta-regulon of a PNA microbiome by combining existing knowledge of how the CRP/FNR family of bacterial TFs respond to stimuli, with metatranscriptomic analyses to characterize gene expression changes during aeration cycles. Our results indicated that, for some members of the community, prior knowledge is sufficient for high-confidence assignments of TF function, whereas other community members have CRP/FNR TFs for which inferences of function are limited by lack of prior knowledge. This study provides a framework to begin elucidating meta-regulons in microbiomes, where pure cultures are not available for traditional transcriptional regulation studies. Defining the meta-regulon can help in optimizing microbiome performance.

Highlights

  • Microorganisms must respond to environmental changes to survive, often by controlling transcription initiation

  • Besides catabolite repressor protein (CRP) and fumarate and nitrate reductase regulatory protein (FNR), the CRP/FNR family of proteins contains other well-studied transcription factors (TFs) that respond to a variety of environmental stimuli, including dissimilative nitrate respiration regulator that responds to nitrogen species (DNR), anaerobic regulator of arginine deiminase and nitrate reductase that responds to oxygen and nitrogen species (ANR), nitrite and nitric oxide reductase regulator that responds to nitrogen species (NnrR), and maltose regulator that responds to changes in carbohydrate carbon source (MalR) [11, 13,14,15,16,17]

  • Our data predict that MalR may play a role in increasing the expression of genes during anoxic conditions whose products are involved in NADP1 biosynthesis (IFNCLDLE_02041) and a protein with homology to Ycf48-like proteins (IFNCLDLE_02041), which are typically involved in photosystem II formation in photosynthetic bacteria. These results suggest that MalR may play an expanded role in the Ignavibacteria, Flavobacteriales, and Saprospiraceae metagenome-assembled genomes (MAGs) and that MalR may be responding to stimuli other than O2 in the changing anoxic/aerobic conditions to regulate the expression of genes that encode proteins with diverse functions

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Summary

Introduction

Microorganisms must respond to environmental changes to survive, often by controlling transcription initiation. We predict that in autotrophic Brocadia, this TF most likely regulates a diverse set of functions, including a response to stress during the cyclic aerobic/anoxic conditions Overall, this analysis allowed us to define a meta-regulon of the PNA microbiome that explains functions and interactions of the most active community members. Besides CRP and FNR, the CRP/FNR family of proteins contains other well-studied TFs that respond to a variety of environmental stimuli, including dissimilative nitrate respiration regulator that responds to nitrogen species (DNR), anaerobic regulator of arginine deiminase and nitrate reductase that responds to oxygen and nitrogen species (ANR), nitrite and nitric oxide reductase regulator that responds to nitrogen species (NnrR), and maltose regulator that responds to changes in carbohydrate carbon source (MalR) [11, 13,14,15,16,17]

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