Risk prediction of covid-19 related death and hospital admission in adults after covid-19 vaccination: National prospective cohort study

Hippisley-Cox, Julia; Coupland, Carol A.C.; Mehta, Nisha; Keogh, Ruth H.; Diaz-Ordaz, Karla; Khunti, Kamlesh; Lyons, Ronan A.; Kee, Frank; Sheikh, Aziz; Rahman, Shamim; Valabhji, Jonathan; Harrison, Ewen M.; Sellen, Peter; Haq, Nazmus; Semple, Malcolm G.; Johnson, Peter W. M.; Hayward, Andrew; Nguyen-Van-Tam, Jonathan S.

Abstract

Objectives To derive and validate risk prediction algorithms to estimate the risk of covid-19 related mortality and hospital admission in UK adults after one or two doses of covid-19 vaccination. Design Prospective, population based cohort study using the QResearch database linked to data on covid-19 vaccination, SARS-CoV-2 results, hospital admissions, systemic anticancer treatment, radiotherapy, and the national death and cancer registries. Settings Adults aged 19-100 years with one or two doses of covid-19 vaccination between 8 December 2020 and 15 June 2021. Main outcome measures Primary outcome was covid-19 related death. Secondary outcome was covid-19 related hospital admission. Outcomes were assessed from 14 days after each vaccination dose. Models were fitted in the derivation cohort to derive risk equations using a range of predictor variables. Performance was evaluated in a separate validation cohort of general practices. Results Of 6 952 440 vaccinated patients in the derivation cohort, 5 150 310 (74.1%) had two vaccine doses. Of 2031 covid-19 deaths and 1929 covid-19 hospital admissions, 81 deaths (4.0%) and 71 admissions (3.7%) occurred 14 days or more after the second vaccine dose. The risk algorithms included age, sex, ethnic origin, deprivation, body mass index, a range of comorbidities, and SARS-CoV-2 infection rate. Incidence of covid-19 mortality increased with age and deprivation, male sex, and Indian and Pakistani ethnic origin. Cause specific hazard ratios were highest for patients with Down's syndrome (12.7-fold increase), kidney transplantation (8.1-fold), sickle cell disease (7.7-fold), care home residency (4.1-fold), chemotherapy (4.3-fold), HIV/AIDS (3.3-fold), liver cirrhosis (3.0-fold), neurological conditions (2.6-fold), recent bone marrow transplantation or a solid organ transplantation ever (2.5-fold), dementia (2.2-fold), and Parkinson's disease (2.2-fold). Other conditions with increased risk (ranging from 1.2-fold to 2.0-fold increases) included chronic kidney disease, blood cancer, epilepsy, chronic obstructive pulmonary disease, coronary heart disease, stroke, atrial fibrillation, heart failure, thromboembolism, peripheral vascular disease, and type 2 diabetes. A similar pattern of associations was seen for covid-19 related hospital admissions. No evidence indicated that associations differed after the second dose, although absolute risks were reduced. The risk algorithm explained 74.1% (95% confidence interval 71.1% to 77.0%) of the variation in time to covid-19 death in the validation cohort. Discrimination was high, with a D statistic of 3.46 (95% confidence interval 3.19 to 3.73) and C statistic of 92.5. Performance was similar after each vaccine dose. In the top 5% of patients with the highest predicted covid-19 mortality risk, sensitivity for identifying covid-19 deaths within 70 days was 78.7%. Conclusion This population based risk algorithm performed well showing high levels of discrimination for identifying those patients at highest risk of covid-19 related death and hospital admission after vaccination.

Citation

Hippisley-Cox, J., Coupland, C. A., Mehta, N., Keogh, R. H., Diaz-Ordaz, K., Khunti, K., Lyons, R. A., Kee, F., Sheikh, A., Rahman, S., Valabhji, J., Harrison, E. M., Sellen, P., Haq, N., Semple, M. G., Johnson, P. W. M., Hayward, A., & Nguyen-Van-Tam, J. S. (2021). Risk prediction of covid-19 related death and hospital admission in adults after covid-19 vaccination: National prospective cohort study. BMJ, 374, Article n2244. https://doi.org/10.1136/bmj.n2244

• Journal Article Type: Article
• Acceptance Date: Sep 13, 2021
• Online Publication Date: Sep 17, 2021
• Publication Date: Sep 17, 2021
• Deposit Date: Sep 20, 2021
• Publicly Available Date: Oct 1, 2021
• Journal: BMJ
• Print ISSN: 0959-8138
• Electronic ISSN: 1756-1833
• Publisher: BMJ Publishing Group
• Peer Reviewed: Peer Reviewed
• Volume: 374
• Article Number: n2244
• DOI: https://doi.org/10.1136/bmj.n2244
• Keywords: risk prediction, Covid-19, death and hospital admission, Covid-19 vaccination
• Public URL: https://nottingham-repository.worktribe.com/output/6292709
• Publisher URL: https://www.bmj.com/content/374/bmj.n2244