# Seasonal patterns of viromes in urban aquatic environments of Manitoba

## TL;DR

This study explores the seasonal changes in virus populations in Manitoba's urban water systems, revealing gaps in current water quality monitoring methods.

## Contribution

The study provides a novel characterization of virome distribution in urban aquatic environments using metagenomics and qPCR.

## Key findings

- DNA viruses like bacteriophages were abundant in aquatic samples across seasons.
- RNA viruses included non-enveloped types such as Picornaviridae, with seasonal variations observed.
- Fall 2021 showed notable RNA phage-related functionalities in aquatic samples.

## Abstract

Although wastewater treatment plants harbor many pathogens, traditional methods that monitor the microbial quality of surface water and wastewater have not changed since the early 1900s and often disregard the presence of other types of significant waterborne pathogens such as viruses. We used metagenomics and quantitative PCR to assess the taxonomy, functional profiling, and seasonal patterns of DNA and RNA viruses, including the virome distribution in aquatic environments receiving wastewater discharges. Environmental water samples were collected at 11 locations in Winnipeg, Manitoba, along the Red and Assiniboine rivers during the Spring, Summer, and Fall 2021. Samples were filtered and underwent skimmed milk flocculation for viral concentration. The taxonomy of classified DNA was primarily bacteriophages such as Autographiviridae, Kyanoviridae, and Peduoviridae, which were abundant to a lesser extent. Phage-related functionalities such as portal proteins and bacteriophage T4 major head proteins accounted for approximately 20%–40% of aquatic samples across seasons, which may possibly correspond to the DNA phages that were previously identified. RNA viruses went unclassified in the study; however, similar to DNA viruses, many were found to be non-enveloped or “naked viruses” such as Partiviridae, Picobirnaviridae, Tombusviridae, and Picornaviridae, which accounted for 3%–30% of RNA viruses in the study locations across season. Interestingly, aquatic samples were revealed to maintain an abundance of RNA phage-related functionalities such as long tail fiber protein and putative tail proteins, which accounted for approximately 2%–5% of aquatic samples during the Fall of 2021.

Municipal wastewater effluents discharged into the Red and Assiniboine rivers of Winnipeg, Manitoba, rely on traditional methods that monitor the microbial quality of effluents and receiving surface waters focus solely on the detection of coliforms, which are not necessarily good indicators of viruses or other pathogens. There is also a lack of current wastewater system effluent regulations at the federal and provincial level. Furthermore, previous literature has shown that when viral DNA and RNA sequences are blasted against current genomic databases, approximately 50% of the viral reads are classified as unknown. The significance of our research in characterizing the virome distribution in aquatic environments addresses a knowledge gap in the current effluent guidelines and a need for regulatory practices. In the long run, fecal indicator bacteria, combined with the detection of enteric viruses, may complement assessment of water quality in effluents discharged into rivers.