4.6 Article

Association of COVID-19 vaccines ChAdOx1 and BNT162b2 with major venous, arterial, or thrombocytopenic events: A population-based cohort study of 46 million adults in England

Journal

PLOS MEDICINE
Volume 19, Issue 2, Pages -

Publisher

PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pmed.1003926

Keywords

-

Funding

  1. British Heart Foundation Data Science Centre [SP/19/3/34678]
  2. Data and Connectivity and Longitudinal Health and Wellbeing National Core Studies
  3. Chief Scientist's Office [CAF/01/17]
  4. Stroke Association [SACV 20/100018]
  5. BHF-Turing Cardiovascular Data Science 419 Award [BCDSA\100005]
  6. International Alliance for Cancer Early Detection
  7. Cancer Research UK [C18081/A31373]
  8. Canary Center at Stanford University
  9. University of Cambridge
  10. OHSU Knight Cancer Institute
  11. University College London
  12. University of Manchester
  13. BHF-Turing Cardiovascular Data Science Award [BCDSA/100005]
  14. UK MRC [MR/L003120/1]
  15. BHF [RG/13/13/30194, RG/18/13/33946]
  16. NIHR Cambridge Biomedical Research Centre [BRC/1215/20014]
  17. Innovative Medicines Initiative-2 Joint Undertaking [116074]
  18. UCL Hospitals Biomedical Research Centre
  19. Health Data Research (HDR) UK South West Better Care Partnership
  20. NIHR Bristol Biomedical Research Centre at University Hospitals Bristol
  21. Weston NHS Foundation Trust
  22. University of Bristol
  23. MRC Integrative Epidemiology Unit from the Medical Research Council
  24. University of Bristol [MC/UU/00011/4]
  25. Health Data Research UK from the UK Medical Research Council [HDR/9006]
  26. Engineering and Physical Sciences Research Council
  27. Economic and Social Research Council
  28. Department of Health and Social Care (England)
  29. Chief Scientist Office of the Scottish Government Health and Social Care Directorates
  30. Health and Social Care Research and Development Division (Welsh Government)
  31. Public Health Agency (Northern Ireland)
  32. British Heart Foundation (BHF)
  33. Wellcome Trust
  34. Administrative Data Research UK - Economic and Social Research Council [ES/S007393/1]

Ask authors/readers for more resources

In this study, it was found that in adults aged 70 and over, the rates of major arterial or venous thrombotic events were generally lower after receiving the first dose of either ChAdOx1-S or BNT162b2 vaccines. For individuals under 70 years of age, the small increased risks of intracranial venous thrombosis (ICVT) and hospitalization with thrombocytopenia after receiving the first dose of ChAdOx1-S are likely to be outweighed by the vaccines' effectiveness in reducing COVID-19 mortality and morbidity.
BackgroundThromboses in unusual locations after the Coronavirus Disease 2019 (COVID-19) vaccine ChAdOx1-S have been reported, although their frequency with vaccines of different types is uncertain at a population level. The aim of this study was to estimate the population-level risks of hospitalised thrombocytopenia and major arterial and venous thromboses after COVID-19 vaccination. Methods and findingsIn this whole-population cohort study, we analysed linked electronic health records from adults living in England, from 8 December 2020 to 18 March 2021. We estimated incidence rates and hazard ratios (HRs) for major arterial, venous, and thrombocytopenic outcomes 1 to 28 and >28 days after first vaccination dose for ChAdOx1-S and BNT162b2 vaccines. Analyses were performed separately for ages <70 and >= 70 years and adjusted for age, age(2), sex, ethnicity, and deprivation. We also prespecified adjustment for anticoagulant medication, combined oral contraceptive medication, hormone replacement therapy medication, history of pulmonary embolism or deep vein thrombosis, and history of coronavirus infection in analyses of venous thrombosis; and diabetes, hypertension, smoking, antiplatelet medication, blood pressure lowering medication, lipid lowering medication, anticoagulant medication, history of stroke, and history of myocardial infarction in analyses of arterial thromboses. We selected further covariates with backward selection.Of 46 million adults, 23 million (51%) were women; 39 million (84%) were <70; and 3.7 million (8.1%) Asian or Asian British, 1.6 million (3.5%) Black or Black British, 36 million (79%) White, 0.7 million (1.5%) mixed ethnicity, and 1.5 million (3.2%) were of another ethnicity. Approximately 21 million (46%) adults had their first vaccination between 8 December 2020 and 18 March 2021.The crude incidence rates (per 100,000 person-years) of all venous events were as follows: prevaccination, 140 [95% confidence interval (CI): 138 to 142]; <= 28 days post-ChAdOx1-S, 294 (281 to 307); >28 days post-ChAdOx1-S, 359 (338 to 382), <= 28 days post-BNT162b2-S, 241 (229 to 253); >28 days post-BNT162b2-S 277 (263 to 291). The crude incidence rates (per 100,000 person-years) of all arterial events were as follows: prevaccination, 546 (95% CI: 541 to 555); <= 28 days post-ChAdOx1-S, 1,211 (1,185 to 1,237); >28 days post-ChAdOx1-S, 1678 (1,630 to 1,726), <= 28 days post-BNT162b2-S, 1,242 (1,214 to 1,269); >28 days post-BNT162b2-S, 1,539 (1,507 to 1,572).Adjusted HRs (aHRs) 1 to 28 days after ChAdOx1-S, compared with unvaccinated rates, at ages <70 and >= 70 years, respectively, were 0.97 (95% CI: 0.90 to 1.05) and 0.58 (0.53 to 0.63) for venous thromboses, and 0.90 (0.86 to 0.95) and 0.76 (0.73 to 0.79) for arterial thromboses. Corresponding aHRs for BNT162b2 were 0.81 (0.74 to 0.88) and 0.57 (0.53 to 0.62) for venous thromboses, and 0.94 (0.90 to 0.99) and 0.72 (0.70 to 0.75) for arterial thromboses. aHRs for thrombotic events were higher at younger ages for venous thromboses after ChAdOx1-S, and for arterial thromboses after both vaccines.Rates of intracranial venous thrombosis (ICVT) and of thrombocytopenia in adults aged <70 years were higher 1 to 28 days after ChAdOx1-S (aHRs 2.27, 95% CI: 1.33 to 3.88 and 1.71, 1.35 to 2.16, respectively), but not after BNT162b2 (0.59, 0.24 to 1.45 and 1.00, 0.75 to 1.34) compared with unvaccinated. The corresponding absolute excess risks of ICVT 1 to 28 days after ChAdOx1-S were 0.9 to 3 per million, varying by age and sex. The main limitations of the study are as follows: (i) it relies on the accuracy of coded healthcare data to identify exposures, covariates, and outcomes; (ii) the use of primary reason for hospital admission to measure outcome, which improves the positive predictive value but may lead to an underestimation of incidence; and (iii) potential unmeasured confounding. ConclusionsIn this study, we observed increases in rates of ICVT and thrombocytopenia after ChAdOx1-S vaccination in adults aged <70 years that were small compared with its effect in reducing COVID-19 morbidity and mortality, although more precise estimates for adults aged <40 years are needed. For people aged >= 70 years, rates of arterial or venous thrombotic events were generally lower after either vaccine compared with unvaccinated, suggesting that either vaccine is suitable in this age group. Author summary Why was this study done Cases of venous and arterial thromboses in unusual locations, such as the cerebral veins, and with low platelet levels, have been reported after vaccination with ChAdOx1-S COVID-19 vaccine.Case finding efforts in vaccinated people may lead to overestimation of risk associated with vaccines, if diagnostic thresholds vary between vaccinated and unvaccinated people.Effects of vaccination on rates of common venous and arterial events-such as stroke, myocardial infarction (MI), deep vein thrombosis (DVT), and pulmonary embolism (PE)-are difficult to measure based on case reports. Population-level data may give better estimates. What did the researchers do and find We used nationally collated data from electronic health records on 46 million adults, of whom 21 million were vaccinated during the study, and compared the incidence of venous and arterial events before and after the first vaccination with ChAdOx1-S and BNT162b2 COVID-19 vaccines.Overall rates of major arterial and venous events were lower after vaccination with both ChAdOx1-S and BNT162b2, after adjusting for potential confounding factors.In people <70 years, rates of hospitalisation due to intracranial venous thrombosis (ICVT) or due to thrombocytopenia were higher after vaccination with ChAdOx1-S but not BNT162b2, although the absolute increase in the risk of these events was very small. What do these findings mean In adults >= 70 years, a first vaccination with either ChAdOx1-S and BNT162b2 was not associated with an increase in rates major arterial or venous thrombotic events.In adults <70 years, the small increased risks of ICVT and hospitalisation with thrombocytopenia after first vaccination with ChAdOx1-S are likely to be outweighed by the vaccines' effect in reducing COVID-19 mortality and morbidity.The main limitations of the study were its reliance on the accuracy of coded electronic health records, and the potential for residual confounding.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Public, Environmental & Occupational Health

Estimating the Effectiveness of First Dose of COVID-19 Vaccine Against Mortality in England: A Quasi-Experimental Study

Charlotte Bermingham, Jasper Morgan, Daniel Ayoubkhani, Myer Glickman, Nazrul Islam, Aziz Sheikh, Jonathan Sterne, A. Sarah Walker, Vahe Nafilyan

Summary: The study used a regression discontinuity design to estimate the effectiveness of the COVID-19 vaccine in reducing mortality for individuals aged 80 and above in England. The results showed that the first vaccine dose reduced the risk of COVID-19 death by 52.6%, providing strong evidence for the protective effect of the vaccine in older adults. The study's approach addressed the issue of unmeasured confounding factors, and the estimated vaccine effectiveness was comparable to previous studies using different methods.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2023)

Article Respiratory System

Early-life and health behaviour influences on lung function in early adulthood

Osama Mahmoud, Raquel Granell, Gabriela P. Peralta, Judith Garcia-Aymerich, Deborah Jarvis, John Henderson, Jonathan Sterne

Summary: This study found that maternal perinatal BMI, birthweight, childhood lean and fat mass, and early-onset asthma were the most important factors influencing lung function in early adulthood.

EUROPEAN RESPIRATORY JOURNAL (2023)

Article Cardiac & Cardiovascular Systems

Estimating individual lifetime risk of incident cardiovascular events in adults with Type 2 diabetes: an update and geographical calibration of the DIAbetes Lifetime perspective model (DIAL2)

Helena Bleken Ostergaard, Steven H. J. Hageman, Stephanie H. Read, Owen Taylor, Lisa Pennells, Stephen Kaptoge, Carmen Petitjean, Zhe Xu, Fanchao Shi, John William McEvoy, William Herrington, Frank L. J. Visseren, Angela Wood, Bjorn Eliasson, Naveed Sattar, Sarah Wild, Emanuele Di Angelantonio, Jannick A. N. Dorresteijn

Summary: This study aimed to update and calibrate the DIAbetes Lifetime perspective model (DIAL model) using contemporary and representative registry data. The DIAL2 model was derived from the Swedish National Diabetes Register and validated using data from the Scottish Care Information-Diabetes and Clinical Practice Research Datalink. The results showed that the recalibrated DIAL2 model provides an accurate prediction of cardiovascular disease risk in individuals with Type 2 diabetes.

EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (2023)

Article Infectious Diseases

Adverse events following first and second dose COVID-19 vaccination in England, October 2020 to September 2021: a national vaccine surveillance platform self-controlled case series study

Ruby S. M. Tsang, Mark Joy, Rachel Byford, Chris Robertson, Sneha N. Anand, William Hinton, Nikhil Mayor, Debasish Kar, John Williams, William Victor, Ashley Akbari, Declan T. Bradley, Siobhan Murphy, Dermot O'Reilly, Rhiannon K. Owen, Antony Chuter, Jillian Beggs, Gary Howsam, Aziz Sheikh, Fd Richard Hobbs, Simon de Lusignan

Summary: This study estimated the incidence of adverse events of interest (AEIs) following COVID-19 vaccination in England and reported safety profile differences between vaccine brands using a self-controlled case series design. The results showed a decrease in medically attended AEI incidence overall following vaccination, although some brands had an increase in certain AEIs. The overall incidence of AEIs associated with COVID-19 vaccines was small.

EUROSURVEILLANCE (2023)

Article Public, Environmental & Occupational Health

How to estimate heritability: a guide for genetic epidemiologists

Ciarrah-Jane S. Barry, Venexia M. Walker, Rosa Cheesman, George Davey Smith, Tim T. Morris, Neil M. Davies

Summary: This article provides an overview of the methods commonly used in genetic epidemiology to estimate heritability. It covers family-based designs, genomic designs based on unrelated individuals, and family-based genomic designs. The article describes the estimation methods and assumptions for each method, and discusses the implications when these assumptions are not met. It also examines the benefits and limitations of estimating heritability within samples of unrelated individuals compared with samples of related individuals.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2023)

Article Medicine, General & Internal

Factors associated with COVID-19 vaccine uptake in people with kidney disease: an OpenSAFELY cohort study

Edward P. K. Parker, John Tazare, William J. Hulme, Christopher Bates, Edward J. Carr, Jonathan Cockburn, Helen J. Curtis, Louis Fisher, Amelia C. A. Green, Sam Harper, Frank Hester, Elsie M. F. Horne, Fiona Loud, Susan Lyon, Viyaasan Mahalingasivam, Amir Mehrkar, Linda Nab, John Parry, Shalini Santhakumaran, Retha Steenkamp, Jonathan A. C. Sterne, Alex J. Walker, Elizabeth J. Williamson, Michelle Willicombe, Bang Zheng, Ben Goldacre, Dorothea Nitsch, Laurie A. Tomlinson

Summary: This retrospective cohort study aimed to identify factors associated with COVID-19 vaccine uptake among people with kidney disease in England. The study found that although most individuals received the COVID-19 vaccine, there were disparities in vaccine uptake among different clinical and demographic groups, and the coverage of complete vaccine doses was suboptimal.

BMJ OPEN (2023)

Article Multidisciplinary Sciences

An external validation of the QCOVID3 risk prediction algorithm for risk of hospitalisation and death from COVID-19: An observational, prospective cohort study of 1.66m vaccinated adults in Wales, UK

Jane Lyons, Vahe Nafilyan, Ashley Akbari, Stuart Bedston, Ewen Harrison, Andrew Hayward, Julia Hippisley-Cox, Frank Kee, Kamlesh Khunti, Shamim Rahman, Aziz Sheikh, Fatemeh Torabi, Ronan A. Lyons

Summary: The study validates the use of the QCOVID3 risk algorithm in the vaccinated population of Wales, demonstrating its applicability in assessing COVID-19 related risks and providing decision-making support.

PLOS ONE (2023)

Article Public, Environmental & Occupational Health

Did the UK's public health shielding policy protect the clinically extremely vulnerable during the COVID-19 pandemic in Wales? Results of EVITE Immunity, a linked data retrospective study

H. Snooks, A. Watkins, J. Lyons, A. Akbari, R. Bailey, L. Bethell, A. Carson-Stevens, A. Edwards, H. Emery, B. A. Evans, S. Jolles, A. John, M. Kingston, A. Porter, B. Sewell, V. Williams, R. A. Lyons

Summary: This study retrospectively compared the UK shielding policy and found that deaths and healthcare utilization were higher among shielded individuals compared to the general population. However, there was no clear impact on infection rates, indicating the need for further research to fully evaluate the success of this policy intervention.

PUBLIC HEALTH (2023)

Review Genetics & Heredity

Strategies to investigate and mitigate collider bias in genetic and Mendelian randomisation studies of disease progression

Ruth E. Mitchell, April E. Hartley, Venexia M. Walker, Apostolos Gkatzionis, James Yarmolinsky, Joshua A. Bell, Amanda H. W. Chong, Lavinia Paternoster, Kate Tilling, George Davey Smith

Summary: Genetic studies of disease progression can identify factors influencing survival and prognosis, while studies of disease incidence inform prevention strategies. However, disease progression studies are prone to collider bias. This paper reviews statistical methods to detect and adjust for this bias, applicable to genetic and Mendelian randomisation studies with both individual and summary-level data. Examples illustrate the application of these methods to investigate the effects of blood lipid traits on coronary heart disease mortality and the genetic associations with breast cancer mortality.

PLOS GENETICS (2023)

Article Immunology

Life expectancy after 2015 of adults with HIV on long-term antiretroviral therapy in Europe and North America: a collaborative analysis of cohort studies

Adam Trickey, Caroline A. Sabin, Greer Burkholder, Heidi Crane, Antonella d'Arminio Monforte, Matthias Egger, M. John Gill, Sophie Grabar, Jodie L. Guest, Inma Jarrin, Fiona C. Lampe, Niels Obel, Juliana M. Reyes, Christoph Stephan, Timothy R. Sterling, Ramon Teira, Giota Touloumi, Jan-Christian Wasmuth, Ferdinand Wit, Linda Wittkop, Robert Zangerle, Michael J. Silverberg, Amy Justice, Jonathan A. C. Sterne

Summary: Life expectancy has increased for people with HIV on antiretroviral therapy (ART). Latest prognosis data show that the survival rate of adults with HIV who have been on ART for at least 1 year in Europe and North America is similar to that of the general population, regardless of the starting time of ART. However, individuals with low CD4 counts at the start of treatment have lower life expectancy, highlighting the importance of early diagnosis and sustained treatment of HIV.

LANCET HIV (2023)

Article Cardiac & Cardiovascular Systems

Aortic valve intervention rates in patients of different ethnicity with severe aortic stenosis in Leicestershire, UK

Saadia Aslam, Michalis A. Patsalides, Svetlana Stoma, Aseel Alfuhied, Christopher P. Nelson, Iain B. Squire, Claire A. Lawson, Kamlesh Khunti, Gerry P. McCann, Anvesha Singh

Summary: This study aimed to explore the ethnic differences in patients undergoing aortic valve intervention for severe aortic stenosis in Leicestershire, UK. The results showed that Asian patients had lower rates of SAVR and TAVI, were younger in age, had more comorbidities, and worse functional status. However, the age-adjusted rates did not show significant differences in ethnicities.

OPEN HEART (2023)

Letter Public, Environmental & Occupational Health

CHALLENGES IN ESTIMATING THE EFFECTIVENESS OF 2 DOSES OF COVID-19 VACCINE BEYOND 6 MONTHS IN ENGLAND

Elsie M. F. Horne, William J. Hulme, Ruth H. Keogh, Tom M. Palmer, Elizabeth J. Williamson, Edward P. K. Parker, Venexia M. Walker, Rochelle Knight, Yinghui Wei, Kurt Taylor, Louis Fisher, Jessica Morley, Amir Mehrkar, Iain Dillingham, Sebastian Bacon, Ben Goldacre, Jonathan A. C. Sterne

Summary: Understanding how the effectiveness of COVID-19 vaccines changes over time and in response to new variants is crucial for scheduling subsequent doses. Previous research has shown that vaccine effectiveness decreases in a log-linear manner over time and remains consistent across different risk-based subgroups. To further investigate the waning effectiveness beyond 26 weeks and in the era of the Omicron variant, the follow-up period was extended to the earliest of 50 weeks after the second dose or March 31, 2022.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2023)

Article Immunology

HIV-1 drug resistance in people on dolutegravir-based antiretroviral therapy: a collaborative cohort analysis

Tom Loosli, Stefanie Hossmann, Suzanne M. Ingle, Hajra Okhai, Katharina Kusejko, Johannes Mouton, Pantxika Bellecave, Ard van Sighem, Melanie Stecher, Antonella d'Arminio Monforte, M. John Gill, Caroline A. Sabin, Gary Maartens, Huldrych F. Guenthard, Jonathan A. C. Sterne, Richard Lessells, Matthias Egger, Roger D. Kouyos

Summary: This study aimed to investigate the resistance to dolutegravir in HIV-infected individuals. The study found that resistance to dolutegravir was rare, but nucleoside reverse transcriptase inhibitor resistance substantially increased the risk of dolutegravir resistance.

LANCET HIV (2023)

Article Psychology, Clinical

Maternal Mental Health and Children's Problem Behaviours: A Bi-directional Relationship?

Emily Lowthian, Stuart Bedston, Sara Madeleine Kristensen, Ashley Akbari, Richard Fry, Katy Huxley, Rhodri Johnson, Hyun Sue Kim, Rhiannon K. Owen, Chris Taylor, Lucy Griffiths

Summary: This study used advanced statistical methods to examine the relationship between maternal mental health disorders and child problem behaviors over 13 years. The results showed a strong association between maternal mental health and child problem behaviors, but there was mixed evidence for bi-directional relationships. The study also emphasized the importance of whole family-based support for mental health and problem behaviors.

RESEARCH ON CHILD AND ADOLESCENT PSYCHOPATHOLOGY (2023)

Article Health Care Sciences & Services

Trajectories in chronic disease accrual and mortality across the lifespan in Wales, UK (2005-2019), by area deprivation profile: linked electronic health records cohort study on 965,905 individuals

Jane Lyons, Ashley Akbari, Keith R. Abrams, Amaya Azcoaga Lorenzo, Thamer Ba Dhafari, James Chess, Spiros Denaxas, Richard Fry, Chris P. Gale, John Gallacher, Lucy J. Grif, Bruce Guthrie, Marlous Hall, Farideh Jalali-najafabadi, Ann John, Clare Macrae, Colin Mccowan, Niels Peek, Dermot Oreilly, James Rafferty, Ronan A. Lyons, Rhiannon K. Owen

Summary: This study aimed to measure chronic disease accrual and examine the differences in disease development and mortality between different socioeconomic groups in Wales, UK. The results showed that individuals living in more deprived areas were diagnosed with chronic diseases earlier and had a higher risk of premature death compared to their counterparts in less deprived areas.

LANCET REGIONAL HEALTH-EUROPE (2023)

No Data Available