Cell-associated viral community composition and its functional potential in a dimictic lake on the Canadian shield

The Turkey Lake Watershed (TLW), located in Northern Ontario, forms a cascading lake system that drains into Lake Superior. Historically, the TLW has served as a key research site for studies on acid rain and climate change. Despite its long-standing ecological importance, investigations into its microbial communities remain limited, and to date, no studies have explicitly examined the viral component of this watershed. Viruses have been frequently implicated in nutrient cycling in aquatic environments and strongly influence their microbial hosts. Therefore, viral ecology offers a powerful way to extend the environmental legacy of the TLW by identifying the biological mechanisms through which long-term changes in acid deposition, climate, hydrology, carbon chemistry, and forest disturbance propagate through microbial food webs. First steps can be a preliminary view into the type of viruses that are present, and information on which microbial hosts they may be infecting. We conducted a seasonal metagenomic survey of Big Turkey Lake (BTL)—one of the primary lakes within the TLW—from summer 2018 to winter 2020. Our study characterized the diversity and composition of cell-associated viral communities, predicted potential host relationships, and identified auxiliary metabolic genes (AMGs) to better understand the functional roles of these viruses. The results revealed a dynamic viral community that varied across seasons. Most viral contigs were classified as Caudoviricetes , while members of Phycodnaviridae emerged as important non-bacteriophage contributors to the viral assemblage. We reconstructed six draft viral metagenome-assembled genomes (vMAGs), ranging in size from 11 to 45 kbp, all identified as Caudoviricetes, with two being potential temperate phages and a third containing ribosomal genes. Notably, AMGs associated with lipid metabolism were detected exclusively in winter, suggesting a potential season- or niche-specific role for these genes in BTL. AMGs related to phosphorus acquisition were present in all samples, suggesting a potential coupling between transport dynamics of dissolved organic matter and phosphorus previously described in the TLW, and the host-virus dynamics described here. Together, these findings provide the first insight into the viral ecology of the TLW and establish a foundation for future studies investigating the roles of viruses in shaping the microbial dynamics in this important habitat.

Authors

Institutions

Publication Details

Journal
Frontiers in Microbiology
Published
2026-10-27
DOI
https://doi.org/10.3389/fmicb.2026.1941165
Primary Topic
Bacteriophages and microbial interactions
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cell-associated viral community composition and its functional potential in a dimictic lake on the Canadian shield

Kirsten M. Müller, Monica B. Emelko, Nicolas Tromas, Ellen S. Cameron et al.
3 links
Frontiers in Microbiology
Bacteriophages and microbial interactions
article

Cell-associated viral community composition and its functional potential in a dimictic lake on the Canadian shield

Kirsten M. Müller, Monica B. Emelko, Nicolas Tromas, Ellen S. Cameron, Jozef I. Nissimov, Cody C Collis
article en

Abstract

The Turkey Lake Watershed (TLW), located in Northern Ontario, forms a cascading lake system that drains into Lake Superior. Historically, the TLW has served as a key research site for studies on acid rain and climate change. Despite its long-standing ecological importance, investigations into its microbial communities remain limited, and to date, no studies have explicitly examined the viral component of this watershed. Viruses have been frequently implicated in nutrient cycling in aquatic environments and strongly influence their microbial hosts. Therefore, viral ecology offers a powerful way to extend the environmental legacy of the TLW by identifying the biological mechanisms through which long-term changes in acid deposition, climate, hydrology, carbon chemistry, and forest disturbance propagate through microbial food webs. First steps can be a preliminary view into the type of viruses that are present, and information on which microbial hosts they may be infecting. We conducted a seasonal metagenomic survey of Big Turkey Lake (BTL)—one of the primary lakes within the TLW—from summer 2018 to winter 2020. Our study characterized the diversity and composition of cell-associated viral communities, predicted potential host relationships, and identified auxiliary metabolic genes (AMGs) to better understand the functional roles of these viruses. The results revealed a dynamic viral community that varied across seasons. Most viral contigs were classified as Caudoviricetes , while members of Phycodnaviridae emerged as important non-bacteriophage contributors to the viral assemblage. We reconstructed six draft viral metagenome-assembled genomes (vMAGs), ranging in size from 11 to 45 kbp, all identified as Caudoviricetes, with two being potential temperate phages and a third containing ribosomal genes. Notably, AMGs associated with lipid metabolism were detected exclusively in winter, suggesting a potential season- or niche-specific role for these genes in BTL. AMGs related to phosphorus acquisition were present in all samples, suggesting a potential coupling between transport dynamics of dissolved organic matter and phosphorus previously described in the TLW, and the host-virus dynamics described here. Together, these findings provide the first insight into the viral ecology of the TLW and establish a foundation for future studies investigating the roles of viruses in shaping the microbial dynamics in this important habitat.

Frontiers in MicrobiologyVol. 17
Institut National de la Recherche Agronomique (MA), University of Waterloo (CA), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), Centre Alpin de Recherche sur les Réseaux Trophiques et les Ecosystèmes Limniques (FR), McGill University (CA)
Phycological Society of America, Alliance de recherche numérique du Canada, Natural Sciences and Engineering Research Council of Canada
Clean water and sanitation
Openalex Percentile: Top 16%
Bacteriophages and microbial interactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon