Increased risk of major ischaemic events among autistic people
Al Rubaie, O. A.; Weir, E.; Tsompanidis, A.; Allison, C.; Fysh, M. C.; Di Angelantonio, E.; Payne, R. A.; Matthews, F. E.; Baron-Cohen, S.
Show abstract
Importance: Autistic people have increased risks of cardiometabolic conditions and premature mortality; however, no studies specifically assess risks of major ischaemic events in the autistic population. Objective: To determine whether autistic people are at increased risk of major ischaemic events after accounting for known risk factors. Design: A retrospective matched cohort study from 1/1/1990 to 31/12/2019. Cox regression models accounting for matching factors, sociodemographic characteristics, intellectual disability, and cardiovascular risk factors were employed. Setting: This population-based study leveraged lifetime primary and secondary care electronic health records from the Clinical Practice Research Datalink and Hospital Episode Statistics, as well as sociodemographic, ethnicity, and death registration data from the Office of National Statistics. Participants: 23,612 autistic people were matched 1:5 on birth year (+/-2 years), general practitioner practice ID, and gender to 118,060 non-autistic people. Autistic people were defined as those with a clinical autism diagnosis recorded during the study period. Patients missing Indices of Multiple Deprivation and ethnicity data, and an end date prior to their CPRD start date were excluded along with their matched set. Exposure: Clinical diagnosis of autism. Secondary exposures included health conditions associated with cardiovascular disease with some additional conditions relevant to autism. Main Outcome and Measures: Time to first major ischaemic event (any of myocardial infarction, angina, other ischaemic heart disease, ischaemic stroke, and transient ischaemic attacks). Results: Autistic people had a greater risk of a major ischaemic event in the study period in the minimally adjusted Model 1 (HR 1.19; 95% CI: 1.00, 1.42) as well as for autistic females even after accounting for risk factors (adjusted HR 1.71; 95% CI: 1.10, 2.67). There was also evidence that several cardiometabolic risk factors had a higher prevalence among the autistic group such as severe mental illness, dyslipidaemia, and obesity (all P<0.001). Conclusions and Relevance: Autistic people have an increased risk of major ischaemic events and need improved cardiometabolic risk management. This risk remained in autistic women after adjusting for cardiometabolic and sociodemographic factors. As cardiovascular disease is a primary cause of death globally, research is needed to better understand the mechanism that drives this association.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Impact of COVID-19 pandemic on rates of congenital heart disease procedures among children: Prospective cohort analyses of 26,270 procedures in 17,860 children using CVD-COVID-UK consortium record linkage data 90%
- Protective lipid-lowering genetic variants in healthy older individuals without coronary heart disease 89%
- Impact of COVID-19 on recorded blood pressure screening and hypertension management in England: An analysis of monthly changes in Quality and Outcomes Framework indicators in OpenSAFELY 89%
Similar papers in this journal
- Effects of the COVID-19 pandemic on the mental health of clinically extremely vulnerable children and children living with clinically extremely vulnerable people in Wales: A data linkage study 93%
- The risk of COVID hospital admission and COVID mortality during the first COVID 19 wave with a special emphasis on Ethnic Minorities: an observational study of a single, deprived, multi ethnic UK health economy 91%
- Assessing and predicting adolescent and early adulthood common mental disorders in the ALSPAC cohort using electronic primary care data 91%
Similar papers in this journal
- Evaluation of antithrombotic use and COVID-19 outcomes in a nationwide atrial fibrillation cohort 89%
- Predicting the risk of motor vehicle crash in the first year after cardioverter-defibrillator implantation 88%
- Place and causes of acute cardiovascular mortality during the COVID19 pandemic: retrospective cohort study of 580,972 deaths in England and Wales, 2014 to 2020 87%
Similar papers in this journal
- Timing of parental depression on risk of child depression and poor educational outcomes: a population based routine data cohort study from Born in Wales, UK 92%
- Relation of in-utero exposure to antiepileptic drugs to pregnancy duration and size at birth 91%
- The UK Biobank Mental Health Enhancement 2022: Methods and Results 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.