bioRxivMicrobiology
Rising through the Ranks: Seasonal and Diel Patterns of Marine Viruses
Abstract
Virus-microbe interactions have been studied in great molecular details for many years in cultured model systems, yielding a plethora of knowledge on how viruses use and manipulate host machinery. Since the advent of molecular techniques and high-throughput sequencing, viruses have been deemed the most abundant organisms on earth and methods such as co-occurrence, nucleotide composition and other statistical frameworks have been widely used to infer virus-microbe interactions, overcoming the limitations of culturing methods. However, their accuracy and relevance is still debatable, as co-occurrence does not necessarily mean interaction. Here, we introduce an ecological perspective of marine viral communities and potential interaction with their hosts, using analyses that make no prior assumptions on specific virus-host pairs. By size fractioning water samples into "free viruses" and "microbes" (i.e. also viruses inside or attached to their hosts) and looking at how viral groups abundance changes over time along both fractions, we show that the viral community is undergoing a change in rank abundance across seasons, suggesting a seasonal succession of viruses in the Red Sea. We use abundance patterns in the different size fractions to classify viral populations, indicating potential diverse interactions with their hosts and potential differences in life history traits between major viral groups. Finally, we show hourly resolved variations of intracellular abundance of similar viral groups, which might indicate differences in their infection cycles or metabolic capacities.
- organism: virus
- assay: metagenomics
- research focus: host-pathogen & immune response
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Prevalence of viral frequency-dependent infection in coastal marine prokaryotes revealed using monthly time series virome analysis
K. Tominaga, N. Ogawa-Haruki, … T. Yoshida·bioRxiv·Sep 23, 2021
- Dynamics in coastal RNA viruses and bacteriophages are driven by shifts in the community phylogenetic structure
J. A. Gustavsen, C. Suttle·bioRxiv·Feb 2, 2019
- Re-examining the relationship between virus and microbial cell abundances in the global oceans
Charles H. Wigington, Derek L. Sonderegger, … Joshua S. Weitz·Nature MicrobiologyPeer-reviewed·Jan 25, 2016
- Viral chronotypes and their role in shaping seasonal viral dynamics in the Western English Channel
Luis M. Bolaños, Michelle L. Michelsen, Ben Temperton·The ISME JournalPeer-reviewed·Jan 1, 2024
- Sub-daily Bermuda Atlantic Time Series virus sampling reveals taxonomy, host, and functional differences at the population, but not community level
Alfonso Carrillo, Emily Hageman, … Matthew B. Sullivan·bioRxiv·Oct 20, 2025
- Arctic Ocean virus communities: seasonality, bipolarity, and prokaryotic interactions
Alyzza Marie B. Calayag, Taylor Priest, … David M. Needham·Nature CommunicationsPeer-reviewed·Jul 11, 2025