Norovirus and Its Alarming Link to Kidney Injury
Norovirus is a major health risk, especially for vulnerable groups.
Hikaru Bolt, P. R. Gupte, A. Douglas, F. G. Sadmann, L. A. Tomlinson, R. M. Eggo
― 5 min read
Table of Contents
- How Does Norovirus Spread?
- The Impact of Norovirus on Hospitals
- Consequences of Norovirus Infection
- How Norovirus Contributes to AKI
- The Study Setup
- Data Collection
- How We Fit the Model
- Observations from the Data
- Linking Norovirus to AKI
- The Economic Impact of Norovirus
- Seasonal Patterns and Other Influences
- What This Means for Healthcare
- Conclusion
- Original Source
- Reference Links
Norovirus is a virus that causes stomach and intestinal inflammation, leading to nausea, vomiting, and diarrhea. In the UK, it is the most common cause of sudden stomach illnesses, affecting an estimated 3.7 million people every year. While most healthy people recover in a few days, norovirus can be serious for young children, older adults, and those with weak immune systems.
How Does Norovirus Spread?
Norovirus spreads easily, mainly through direct contact between people. It’s especially common in places where many people are in close quarters, like schools, nursing homes, and hospitals. Because it only takes a small amount of the virus to cause an infection, controlling outbreaks can be tricky.
The Impact of Norovirus on Hospitals
Norovirus outbreaks can create significant issues in hospitals. They can lead to longer patient stays and fewer available beds, especially during the busy winter months. The number of norovirus cases tends to spike in winter, influenced by factors such as people’s immunity levels and seasonal behavior.
Consequences of Norovirus Infection
One serious outcome of a norovirus infection is dehydration, which can cause acute kidney injury (AKI). AKI is a condition where the kidneys suddenly stop working well, leading to an imbalance in body fluids and electrolytes. In hospitals, AKI is a common diagnosis, and it can be life-threatening, especially for vulnerable populations. Those admitted with AKI often stay longer in the hospital and have a much higher risk of dying.
How Norovirus Contributes to AKI
Research shows that winters often see an increase in AKI Hospitalizations, and norovirus is a significant contributor. After suffering from conditions like Gastroenteritis, which includes symptoms caused by norovirus, patients are more likely to develop AKI compared to those with other infections. Therefore, we looked into how many AKI hospitalizations could be linked to norovirus in the UK.
The Study Setup
To understand the link between norovirus and AKI, we developed a mathematical model that represents how norovirus spreads and affects different age groups. Our model divided the population into categories based on age: young children (0-4 years), school-aged children (5-14 years), adults (15-64 years), and older adults (65 years and older). This breakdown helps show how the virus spreads among different age groups, highlighting that very young children are most likely to catch norovirus, while older adults are at greater risk for severe illness.
Data Collection
We gathered data from various sources to understand better how norovirus spreads and its relation to AKI cases over time. This included information from health agencies, medical records, and studies on gastrointestinal diseases. By analyzing this data, we aimed to capture the true impact of norovirus on different age groups and in different Healthcare settings.
How We Fit the Model
Our model was designed to show how the virus infects people and how those infections lead to hospitalizations. We used data to fit our model, adjusting it until the predicted rates of norovirus infections matched the actual reported cases as closely as possible. This involved looking at various statistics and patterns in how people visit doctors for gastrointestinal issues and how many end up hospitalized for AKI.
Observations from the Data
During our study period from 2013 to 2019, we noticed patterns in hospitalizations for AKI, particularly among older adults. The rate of AKI hospitalizations increased over time, and there were clear spikes during winter months, which generally coincided with peaks in norovirus incidents.
In younger age groups, children aged 0-14 also showed a significant number of visits to doctors for gastroenteritis. Data revealed that hospitalizations for gastroenteritis during this time were often accompanied by winter holidays when school was out.
Linking Norovirus to AKI
To better grasp the connection between norovirus and AKI, we determined the proportion of norovirus cases that were likely linked to AKI hospitalizations. Our findings suggested that out of all the norovirus infections in people over the age of 65, around a quarter were associated with hospital visits due to AKI. This estimated to around 793,000 cases of AKI that could be linked to norovirus during our study period.
The Economic Impact of Norovirus
We also looked into how much norovirus-related AKI hospitalizations cost the healthcare system. Over the years studied, the financial burden ranged from £314 million to £366 million each year, for a total of approximately £2.4 billion. If we could prevent these hospitalizations by reducing norovirus infections, the savings would be significant, amounting to around £361 million.
Seasonal Patterns and Other Influences
The study showed clear patterns where norovirus and AKI hospitalizations peaked during specific times of the year, particularly in winter months. However, AKI can also result from other health issues and factors, such as heart conditions and seasonal variations in healthcare practices. It’s crucial to consider these other influences when linking norovirus to AKI cases.
What This Means for Healthcare
Our findings highlight the serious impact that norovirus has on public health and the strain it places on healthcare resources during peak seasons. The relationship between norovirus infections and AKI should be taken seriously when considering preventive measures, especially with a vaccine for norovirus on the horizon. Vaccination could greatly reduce the risk of norovirus infections, potentially lowering the number of AKI hospitalizations and alleviating healthcare costs.
Conclusion
In summary, norovirus is a significant cause of gastrointestinal illness that can lead to serious health complications, particularly AKI, which places a considerable burden on hospitals and healthcare systems. With the right understanding and response, including the possible introduction of a vaccine, we can reduce the incidence of norovirus and its associated health risks in vulnerable populations, ultimately leading to better health outcomes and lower healthcare costs.
Title: Quantifying the impact of norovirus transmission in the community on acute kidney injury hospitalisations in England: a mathematical modelling study
Abstract: Norovirus is one of the most common gastrointestinal pathogens and causes substantial morbidity and mortality worldwide. A serious consequence can be acute kidney injury (AKI), characterised by a rapid deterioration of kidney function. A quarter of all inpatients have AKI, which is associated with an increased risk of mortality. This study aimed to quantify the contribution of norovirus community transmission to AKI hospitalisations in England and its attributable cost. We developed an age-structured deterministic compartmental dynamic transmission model for norovirus. We used a Bayesian approach to fit the model to multiple electronic health data sources, including hospitalisations and primary care records for AKI and gastroenteritis, as well as laboratory-confirmed norovirus surveillance data in England, from 2013-2019. We used Markov Chain Monte Carlo to estimate the effect of norovirus incidence on community-acquired AKI hospitalisations. We estimate 25.4% (95% CrI: 17.9-36.3%) of norovirus infections in people aged 65 years and above were linked to community-acquired AKI hospitalisations, amounting to 793,229 (95% CrI: 557,125-1,130,593) hospitalisations between 2013-2019. This represents 16.3% (95% CrI: 11.4-23.2%) of community acquired AKI hospitalisations in people aged 65 years and above over this period. The economic healthcare cost associated with norovirus-linked AKI admissions was estimated to be on average {pound}343 million annually. Gastroenteritis has previously been identified as an important risk factor for AKI in vulnerable patients. Our results suggest norovirus incidence in the community plays an important role in driving AKI hospitalisations in individuals aged 65 years and above. This is the first population-level estimate of the prevalence of norovirus infections linked to hospitalisations for AKI, and the comparable seasonal patterns between the two. This presents a substantial economic burden on the healthcare system and AKI hospitalisation should be an important consideration when evaluating future norovirus vaccines.
Authors: Hikaru Bolt, P. R. Gupte, A. Douglas, F. G. Sadmann, L. A. Tomlinson, R. M. Eggo
Last Update: 2024-10-24 00:00:00
Language: English
Source URL: https://www.medrxiv.org/content/10.1101/2024.10.24.24316053
Source PDF: https://www.medrxiv.org/content/10.1101/2024.10.24.24316053.full.pdf
Licence: https://creativecommons.org/licenses/by/4.0/
Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.
Thank you to medrxiv for use of its open access interoperability.