A new way to measure contagion: the gut bacterium behind blood poisoning can spread like influenza

New findings show that microbes living in our gut can, in terms of transmission dynamics, behave much like viruses. The model offers a new way to explore the spread of antibiotic-resistant gut bacteria in the population.
Sepsis-causing bacteria
Sepsis-causing bacteria can persist in the body long before symptoms appear. Adobe Stock Photo.

Gut bacteria can spread through the population surprisingly rapidly – in some cases as efficiently as influenza viruses. The good news is that the most dangerous and highly resistant strains do not appear to be the most transmissible.

E. coli is typically transmitted through everyday contact – for example through kissing, sharing a household, or via shared objects and food. It is an opportunistic pathogen: it usually lives harmlessly in the gut but can cause urinary tract infections or life-threatening sepsis if it enters the urinary tract and bloodstream, particularly in people with weakened immune systems.

Less resistant strain spreads fastest

The findings are based on a newly published international study in Nature Communications, which showed that three globally circulating Escherichia coli (E. coli) strains differ markedly in their transmissibility.

The most transmissible strain was ST131-A, which is more susceptible to antibiotics. Its basic reproduction number (R₀) was estimated to be 1.47 – comparable to the estimated R₀ of the 2009 swine flu pandemic virus (1.45).

By contrast, the antibiotic-resistant ST131-C1 and ST131-C2 strains spread much more slowly in the general population (R₀ = 1.18 and 1.13). This suggests they are not inherently “super-spreaders” but instead survive better under antibiotic pressure. As a result, they are more likely to circulate in hospitals and long-term care facilities, where antibiotic use is high and patients tend to be more vulnerable – rather than in the wider, healthy population.

A new model for measuring bacterial transmission

The research was carried out in collaboration with Aalto University, the universities of Helsinki, Tampere and Oslo, and the Wellcome Sanger Institute.

‘By combining extensive infectious disease and population datasets from the UK and Norway, we were able to develop a new epidemiological model that, for the first time, allowed us to estimate and compare the transmissibility of three pandemic-like E. coli strains,’ say Professor Pekka Marttinen from Aalto University and Professor Jukka Corander from the universities of Helsinki and Oslo, who led the study.

R₀ – a metric widely publicised during the COVID-19 pandemic – indicates how many new infections a single carrier generates on average. While commonly used to describe viral spread, it has never before been estimated for gut bacteria, which often colonise without causing symptoms.

‘With such comprehensive data, we were able to build a simulation model that predicts the R₀ of E. coli. To our knowledge, this is not only the first time R₀ has been estimated for E. coli but for any bacterium living in the human gut microbiome. Now that we have this model, it could be applied to other bacterial strains to improve our ability to understand, track and hopefully prevent the spread of antibiotic-resistant infections,’ says Fanni Ojala, doctoral researcher at Aalto University and co-first author of the study.

A tool for early detection and prevention

Going forward, the R₀-based approach will help researchers identify which bacterial strains pose the greatest disease risk, guiding surveillance and preventive action. 

Because sepsis-causing bacteria can persist in the body long before symptoms appear, researchers emphasise the importance of developing screening systems that detect high-risk strains at the carrier stage – enabling better understanding of their evolution and spread, and helping prevent infections before they emerge.

More information:

Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones, Fanni Ojala et al. Nature Communications DOI: 10.1038/s41467-025-65301-1

Wellcome Sanger Institute: Advanced disease modelling shows some gut bacteria can spread as rapidly as viruses

This news item was originally published on the Aalto University website on 12.12.2025

  • Updated:
  • Published:
Share
URL copied!

Read more news

Future Makers
Aalto University, Awards, Computer Science Department, Department of Information and Communications Engineering, Funding, Highlight Published:

Future makers research batteries, cryptography and plastic recycling

The Technology Industries of Finland Centennial Foundation awarded 3.5 million euros in research funding to eight projects, five from Aalto University.
Team Biodesign Finland. Photo: Aalto University/Roope Kiviranta
Aalto University, Awards, Highlight Published:

Biodesign Finland wins the Aalto Pioneering Excellence Award 2025

The Aalto Pioneering Excellence award is granted annually to one or more teams that are doing groundbreaking work
anonymity of AI
AI, Artificial Intelligence, Computer Science Department, Highlight, Research, University of Helsinki Published:

How to ensure anonymity of AI systems?

When training artificial intelligence systems, developers need to use privacy-enhancing technologies to ensure that the subjects of the training data are not exposed, new study suggests.
Director at OKKA Foundation, Tuulikki Similä, Arto Hellas, and chairwoman of the board of directors of Nokia, Sari Baldauf.
Aalto University, Awards, Computer Science Department, Highlight Published:

Arto Hellas receives the Nokia Foundation teaching recognition award

Arto Hellas was awarded the inaugural Nokia-OKKA Educational Recognition Award for his long-term efforts in advancing ICT education.