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Discover overlooked comorbidities of preeclampsia using electronic health records

Zhu, H.; Yang, X.; Li, R.; Garmire, L.

2023-12-07 health informatics
10.1101/2023.12.05.23299296 medRxiv
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Structured AbstractO_ST_ABSImportanceC_ST_ABSPreeclampsia poses a significant threat to womens long-term health. However, what diseases are affected and at what level they are affected by PE needs a thorough investigation. ObjectiveTo conduct the first large-scale, non-hypothesis-driven study using EHR data from multiple medical centers to comprehensively explore adverse health outcomes after preeclampsia DesignRetrospective multi-cohort case-control study ParticipantsWe analyzed 3,592 preeclampsia patients and 23,040 non-preeclampsia controls from the University of Michigan Healthcare System. We externally validated the findings using UK Biobank data (443 cases, 14,870 controls) and Cedar Sinai data(2755 cases, 60,305 controls). Main outcomesWe showed that six complications are significantly affected by PE. We demonstrate the effect of race as well as preeclampsia severity on these complications. ResultsPE significantly increases the risk of later hypertension, uncomplicated and complicated diabetes, renal failure and obesity, after careful confounder adjustment. We also identified that hypothyroidism risks are significantly reduced in PE patients, particularly among African Americans. Severe PE affects hypertension, renal failure, uncomplicated diabetes and obesity more than mild PE, as expected. Caucasians are affected more negatively than African Americans by PE on future hypertension, uncomplicated and complicated diabetes and obesity. ConclusionThis study fills a gap in the comprehensive assessment of preeclampsias long-term effects using large-scale EHR data and rigorous statistical methods. Our findings emphasize the need for extended monitoring and tailored interventions for women with a history of preeclampsia, by considering pre-existing conditions, preeclampsia severity, and racial differences. Key PointsO_ST_ABSQuestionC_ST_ABSWhich complications are more or less likely to occur in patients after preeclampsia (PE), compared to those with normal pregnancies? How do the severity of PE and patient race further affect these complications? FindingsIn a retrospective case-control study on 3 datasets (n = 26,632, n = 15,313, n= 63,060), we identified 5 complications with significantly increased risk due to PE, including hypertension, uncomplicated and complicated diabetes, renal failure and obesity, after careful confounder adjustment. We also identified that hypothyroidism risks are reduced in PE patients, particularly significant among African Americans. Severe PE affects hypertension, renal failure, uncomplicated diabetes and obesity more than mild PE, as expected. Caucasians are affected more negatively than African Americans by PE on future hypertension, uncomplicated and complicated diabetes and obesity. MeaningPatients with a history of PE should be closely monitored and carefully assessed for the risks of developing these complications.

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