Ethnicity and COVID-19: investigating the determinants of excess risk in UK Biobank
Lead Research Organisation:
University of Leicester
Department Name: Diabetes Centre
Abstract
What is the problem?
People from minority ethnic groups seem to be disproportionally affected by COVID-19, particularly South Asian and Black and African Caribbean communities.
What has been done so far?
National datasets have shown that minority ethnic groups are up to 4 times more likely to die from COVID-19. However, the reason for this increased risk is not known.
What are we going to do?
We will use a large dataset, called UK Biobank, which has been linked to national COVID-19 data. Within this dataset, we will use statistical modelling to examine whether the increased risk in minority ethnic groups is explained by differences in underlying health status, lifestyle behaviours such as physical activity, and environmental factors such as air pollution or measures of social inequality.
Why is this important?
This work will start to unpick why minority ethnic groups may be at increased risk and whether this increased risk is spread equality across the population. For example, is the increased risk explained by a higher burden of other diseases such as heart disease or diabetes or by living in more polluted areas? Do otherwise healthy individuals from minority ethnic groups still have an increased risk? Addressing these question will help inform public health priorities and actions.
People from minority ethnic groups seem to be disproportionally affected by COVID-19, particularly South Asian and Black and African Caribbean communities.
What has been done so far?
National datasets have shown that minority ethnic groups are up to 4 times more likely to die from COVID-19. However, the reason for this increased risk is not known.
What are we going to do?
We will use a large dataset, called UK Biobank, which has been linked to national COVID-19 data. Within this dataset, we will use statistical modelling to examine whether the increased risk in minority ethnic groups is explained by differences in underlying health status, lifestyle behaviours such as physical activity, and environmental factors such as air pollution or measures of social inequality.
Why is this important?
This work will start to unpick why minority ethnic groups may be at increased risk and whether this increased risk is spread equality across the population. For example, is the increased risk explained by a higher burden of other diseases such as heart disease or diabetes or by living in more polluted areas? Do otherwise healthy individuals from minority ethnic groups still have an increased risk? Addressing these question will help inform public health priorities and actions.
Technical Summary
Objective
To use UK Biobank to quantify the risk of a positive test for SARS-CoV-2, hospitalisation for COVID-19 complications and death in South Asian (SA) and Black and African Caribbean (BAC) populations compared to white Europeans and to investigate the key mediators and effect modifiers of excess risk.
Methods
We will use an ongoing UK Biobank project already designed to investigate ethnic health in UK Biobank, which includes half a million adults, of which there are over 8000 SAs and 8000 BACs. Through this application we have access to linked COVID-19 data, which will include test results, hospitalisation and mortality. Logistic and survival modelling will be used to quantify the risk of SAs and BACs compared to WEs and to investigate possible mediators and effect modifiers.
Preparatory work
In preparation for this application, we have downloaded over 3000 unique tests results available to date. SAs and BACs were around twice as likely to have confirmed COVID-19 compared to white Europeans, with early evidence that this risk is modified by key markers of health status, including BMI.
Conclusion
This application is designed to provide greater context to the risk of COVID-19 and resulting complications in BACs and SAs which will help tailor public health policy in the future.
To use UK Biobank to quantify the risk of a positive test for SARS-CoV-2, hospitalisation for COVID-19 complications and death in South Asian (SA) and Black and African Caribbean (BAC) populations compared to white Europeans and to investigate the key mediators and effect modifiers of excess risk.
Methods
We will use an ongoing UK Biobank project already designed to investigate ethnic health in UK Biobank, which includes half a million adults, of which there are over 8000 SAs and 8000 BACs. Through this application we have access to linked COVID-19 data, which will include test results, hospitalisation and mortality. Logistic and survival modelling will be used to quantify the risk of SAs and BACs compared to WEs and to investigate possible mediators and effect modifiers.
Preparatory work
In preparation for this application, we have downloaded over 3000 unique tests results available to date. SAs and BACs were around twice as likely to have confirmed COVID-19 compared to white Europeans, with early evidence that this risk is modified by key markers of health status, including BMI.
Conclusion
This application is designed to provide greater context to the risk of COVID-19 and resulting complications in BACs and SAs which will help tailor public health policy in the future.
Publications
Chudasama YV
(2020)
Multimorbidity and SARS-CoV-2 infection in UK Biobank.
in Diabetes & metabolic syndrome
Chudasama YV
(2021)
Patterns of multimorbidity and risk of severe SARS-CoV-2 infection: an observational study in the U.K.
in BMC infectious diseases
Dolby T
(2022)
Monitoring sociodemographic inequality in COVID-19 vaccination uptake in England: a national linked data study.
in Journal of epidemiology and community health
Gaughan CH
(2023)
COVID-19 vaccination uptake amongst ethnic minority communities in England: a linked study exploring the drivers of differential vaccination rates.
in Journal of public health (Oxford, England)
Gillies CL
(2022)
Association between household size and COVID-19: A UK Biobank observational study.
in Journal of the Royal Society of Medicine
Islam N
(2021)
Excess deaths associated with covid-19 pandemic in 2020: age and sex disaggregated time series analysis in 29 high income countries.
in BMJ (Clinical research ed.)
Norris T
(2022)
Impact of cardiometabolic multimorbidity and ethnicity on cardiovascular/renal complications in patients with COVID-19.
in Heart (British Cardiac Society)
Description | During the course of our funded research we have produced the following key findings: 1) Whilst those living with obesity have a higher risk of developing severe COVID-19 and of dying from COVID-19, we demonstrated that obesity was a much stronger risk factor for COVID-19 mortality in ethnic minority communities, particularly in South Asian and Black ethnicities. 2) Those admitted to hospital for COVID-19 are also at risk of having other health problems. We found that compared to the White ethnicities, South Asians had a higher risk of cardiac and kidney injury the Black ethnic group had a higher risk of cardiac arrest, coagulation complications and renal injury. 3) Ethnicity is stronger predictor of vaccination uptake for COVID-19 than all other sociodemographic factors investigated. Black ethnicities have the lowest vaccination take-up rates across all age groups, with the gap to white ethnicities widening over time. This observation was not explained by related factors such as deprivation, with high deprivation being less of a risk factor for remaining unvaccinated than Black ethnicity. Religious affiliation was also strongly associated with vaccination status, with rates consistently lowest in those of Muslim religion. Our research points to the importance of public health polices to engage minority ethnic communities and religious groups in interventions to reduce levels of obesity and to target vaccination hesitancy. These findings went on to inform national and international public health policies and policy documents. |
First Year Of Impact | 2021 |
Sector | Healthcare |
Impact Types | Policy & public services |
Description | Excess weight and COVID-19: insights from new evidence |
Geographic Reach | National |
Policy Influence Type | Citation in other policy documents |
Impact | Insights from new evidence on the relationship between excess weight and coronavirus (COVID-19), published by Public Health England, was the first national policy document to systematically highlight the link between obesity and the COVID-19 pandemic. Obesity has since become a recognised risk factor for COVID-19 outcomes that has been used to inform clinical decision making and vaccination policy |
URL | https://www.gov.uk/government/publications/excess-weight-and-covid-19-insights-from-new-evidence |
Description | Final report on progress to address COVID-19 health inequalities |
Geographic Reach | National |
Policy Influence Type | Citation in other policy documents |
Impact | Our research help define risk factors related to the pandemic, with a focus on ethnicity and lifestyle |
URL | https://www.gov.uk/government/publications/final-report-on-progress-to-address-covid-19-health-inequ... |
Description | UK Poverty 2023: The essential guide to understanding poverty in the UK |
Geographic Reach | National |
Policy Influence Type | Citation in other policy documents |
URL | https://www.jrf.org.uk/report/uk-poverty-2023 |
Description | WHO EUROPEAN REGIONAL OBESITY REPORT 2022 |
Geographic Reach | Europe |
Policy Influence Type | Citation in other policy documents |
URL | https://apps.who.int/iris/bitstream/handle/10665/353747/9789289057738-eng.pdf |
Description | Rapid funding call to use and enrich the data within the Data & Connectivity National Core Study (NCS) capability |
Amount | £197,030 (GBP) |
Funding ID | HDRUK2020.138 |
Organisation | Health Data Research UK |
Sector | Private |
Country | United Kingdom |
Start | 01/2021 |
End | 07/2021 |
Description | Leicester COVID-19 research collaboration |
Organisation | University of Oxford |
Department | Nuffield Department of Population Health |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Our research team have provided access to prioritising policy questions and content experts |
Collaborator Contribution | Expertise in data modelling and analysis provided by Dr Nazrul Islam |
Impact | PMID: 34011491 PMID: 33744940 PMID: 33888095 PMID: 33755331 PMID: 34481456 PMID: 34911741 PMID: 33413813 PMID: 34330226 PMID: 34430796 PMID: 35118908 PMID: 35110546 PMID: 33460335 |
Start Year | 2020 |
Description | Office of National Statistics (ONS) and The Secure Anonymised Information Linkage (SAIL) |
Organisation | Office for National Statistics |
Country | United Kingdom |
Sector | Private |
PI Contribution | We have collaborated with ONS and SAIL to extend the remit of our grant into national datasets. |
Collaborator Contribution | ONS and SAIL have worked with our research team to support access to nationally available datasets, including census (2011) and mortality data. This has allowed our researchers to apply the aims and objectives of the project into nationally available datasets |
Impact | The partnership has already produced one output that was widely reported in the media https://www.medrxiv.org/node/280847.external-links.html It has also enabled us to apply for and be awarded additional funding to support our research from HDR-UK |
Start Year | 2020 |
Description | Office of National Statistics (ONS) and The Secure Anonymised Information Linkage (SAIL) |
Organisation | Secure Anonymised Information Linkage Databank |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We have collaborated with ONS and SAIL to extend the remit of our grant into national datasets. |
Collaborator Contribution | ONS and SAIL have worked with our research team to support access to nationally available datasets, including census (2011) and mortality data. This has allowed our researchers to apply the aims and objectives of the project into nationally available datasets |
Impact | The partnership has already produced one output that was widely reported in the media https://www.medrxiv.org/node/280847.external-links.html It has also enabled us to apply for and be awarded additional funding to support our research from HDR-UK |
Start Year | 2020 |
Description | National Core Studies Symposium |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Policymakers/politicians |
Results and Impact | An early career researcher and rising star who was embedded within this programme of research was invited by Sir Patrick Vallance to showcase our work within the COVID-19 National Core Studies Symposium |
Year(s) Of Engagement Activity | 2021 |