Wrong person, place and time: viral load and contact network structure predict SARS-CoV-2 transmission and

Ashish Goyal1, Daniel B Reeves1, E Fabian Cardozo-Ojeda1

  • 1Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center.

Insights

Super-spreading events for SARS-CoV-2 are driven by brief, high viral load shedding and more exposed contacts, unlike influenza. This highlights the importance of limiting indoor crowds and monitoring viral load for infection control.

Area of Science:

  • Epidemiology
  • Infectious Disease Modeling

Background:

  • SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) is challenging to control due to pre-symptomatic transmission and super-spreading events.
  • Understanding viral shedding patterns and transmission dynamics is crucial for effective public health interventions.

Approach:

  • Developed mathematical models comparing SARS-CoV-2 and influenza.
  • Linked viral shedding patterns with epidemiologic features like individual R0 and serial interval.
  • Analyzed factors contributing to super-spreading events.

Key Points:

  • Transmission is linked to peak viral load; shedding is typically brief for both viruses.
  • SARS-CoV-2 super-spreading events result from high viral load shedding and numerous contacts.
  • SARS-CoV-2's higher predisposition to super-spreading is linked to increased exposure via aerosolization, not prolonged shedding.

Conclusions:

  • Policies limiting indoor crowd sizes are supported by findings.
  • Viral load benchmarks are proposed for infection control and therapeutic strategies.
  • Aerosolization plays a key role in SARS-CoV-2's enhanced transmission potential.

Related Concept Videos

Size and Structure of Viral Genomes01:26

Size and Structure of Viral Genomes

Viral genomes exhibit remarkable diversity in size, structure, and composition, influencing their replication strategies and interactions with host cells. These genomes consist of either DNA or RNA and may be linear or circular. Additionally, they can be single-stranded or double-stranded, with each configuration affecting how the virus propagates within a host. RNA viruses, for instance, generally have smaller genomes than DNA viruses, a factor that contributes to their high mutation rates and...
493
Viral Structure00:56

Viral Structure

Viruses are extraordinarily diverse in shape and size, but they all have several structural features in common. All viruses have a core that contains a DNA- or RNA-based genome. The core is surrounded by a protective coat of proteins called the capsid. The capsid is composed of subunits called capsomeres. The capsid and genome-containing core are together known as the nucleocapsid.
72.7K
Viral Recombination00:57

Viral Recombination

Cells are sometimes infected by more than one virus at once. When two viruses disassemble to expose their genomes for replication in the same cell, similar regions of their genomes can pair together and exchange sequences in a process called recombination. Alternatively, viruses with segmented genomes can swap segments in a process called reassortment.
24.6K
Single Nucleotide Polymorphisms-SNPs01:05

Single Nucleotide Polymorphisms-SNPs

A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
17.6K
Viral Mutations00:36

Viral Mutations

A mutation is a change in the sequence of bases of DNA or RNA in a genome. Some mutations occur during replication of the genome due to errors made by the polymerase enzymes that replicate DNA or RNA. Unlike DNA polymerase, RNA polymerase is prone to errors because it is not capable of “proofreading” its work. Viruses with RNA-based genomes, like HIV, therefore accrue mutations faster than viruses with DNA-based genomes. Because mutation and recombination provide the raw material...
38.9K
Causality in Epidemiology01:21

Causality in Epidemiology

Causality or causation is a fundamental concept in epidemiology, vital for understanding the relationships between various factors and health outcomes. Despite its importance, there's no single, universally accepted definition of causality within the discipline. Drawing from a systematic review, causality in epidemiology encompasses several definitions, including production, necessary and sufficient, sufficient-component, counterfactual, and probabilistic models. Each has its strengths and...
1.3K