Garmire Lana, Zhu Haoming, Yangs Xiaotong, Xie Wanling, Langen Elizabeth, Li Ruowang
University of Michigan.
Cedars-Sinai Medical Center.
Res Sq. 2024 Mar 6:rs.3.rs-3937688. doi: 10.21203/rs.3.rs-3937688/v1.
Preeclampsia (PE) is a severe pregnancy complication characterized by hypertension and end-organ damage such as proteinuria. PE poses a significant threat to women's long-term health, including an increased risk of cardiovascular and renal diseases. Most previous studies have been hypothesis-based, potentially overlooking certain significant complications. This study conducts a comprehensive, non-hypothesis-based analysis of PE-complicated diagnoses after pregnancies using multiple large-scale electronic health records (EHR) datasets.
From the University of Michigan (UM) Healthcare System, we collected 4,348 PE patients for the cases and 27,377 patients with pregnancies not complicated by PE or related conditions for the controls. We first conducted a non-hypothesis-based analysis to identify any long-term adverse health conditions associated with PE using logistic regression with adjustments to demographics, social history, and medical history. We confirmed the identified complications with data which contain 443 PE cases and 14,870 non-PE controls. We then conducted a survival analysis on complications that exhibited significance in more than 5 consecutive years post-PE. We further examined the potential racial disparities of identified complications between Caucasian and African American patients.
Uncomplicated hypertension, complicated diabetes, congestive heart failure, renal failure, and obesity exhibited significantly increased risks whereas hypothyroidism showed decreased risks, in 5 consecutive years after PE in the UM discovery data. data confirmed the increased risks of uncomplicated hypertension, complicated diabetes, congestive heart failure, renal failure, and obesity. Further survival analysis using UM data indicated significantly increased risks in uncomplicated hypertension, complicated diabetes, congestive heart failure, renal failure, and obesity, and significantly decreased risks in hypothyroidism. There exist racial differences in the risks of developing hypertension and hypothyroidism after PE. PE protects against hypothyroidism in African American postpartum women but not Cacausians; it also increases the risks of uncomplicated hypertension but less severely in African American postpartum women as compared to Cacausians.
This study addresses the lack of a comprehensive examination of PE's long-term effects utilizing large-scale EHR and advanced statistical methods. Our findings underscore the need for long-term monitoring and interventions for women with a history of PE, emphasizing the importance of personalized postpartum care. Notably, the racial disparities observed in the impact of PE on hypertension and hypothyroidism highlight the necessity of tailored aftercare based on race.
子痫前期(PE)是一种严重的妊娠并发症,其特征为高血压和蛋白尿等器官损害。PE对女性的长期健康构成重大威胁,包括心血管疾病和肾脏疾病风险增加。以往大多数研究基于假设,可能忽略了某些重大并发症。本研究使用多个大规模电子健康记录(EHR)数据集,对妊娠后并发PE的诊断进行全面的、非基于假设的分析。
我们从密歇根大学(UM)医疗系统收集了4348例PE患者作为病例组,以及27377例未并发PE或相关疾病的妊娠患者作为对照组。我们首先进行了一项非基于假设的分析,通过对人口统计学、社会史和病史进行调整的逻辑回归,确定与PE相关的任何长期不良健康状况。我们用包含443例PE病例和14870例非PE对照的数据,对所确定的并发症进行了验证。然后,我们对PE后连续5年以上出现的并发症进行了生存分析。我们进一步研究了白种人和非裔美国患者之间所确定并发症的潜在种族差异。
在UM发现数据中,PE后连续5年,单纯性高血压、复杂性糖尿病、充血性心力衰竭、肾衰竭和肥胖的风险显著增加,而甲状腺功能减退的风险降低。验证数据证实了单纯性高血压、复杂性糖尿病、充血性心力衰竭、肾衰竭和肥胖风险的增加。使用UM数据进行的进一步生存分析表明单纯性高血压、复杂性糖尿病、充血性心力衰竭、肾衰竭和肥胖的风险显著增加,而甲状腺功能减退的风险显著降低。PE后发生高血压和甲状腺功能减退的风险存在种族差异。PE可预防非裔美国产后女性患甲状腺功能减退,但对白种人无效;它还会增加单纯性高血压风险,但与白种人相比,非裔美国产后女性的风险增加程度较轻。
本研究利用大规模EHR和先进统计方法,解决了对PE长期影响缺乏全面检查的问题。我们的研究结果强调了对有PE病史的女性进行长期监测和干预的必要性,强调了个性化产后护理的重要性。值得注意的是,PE对高血压和甲状腺功能减退影响中观察到的种族差异,凸显了基于种族的个性化后续护理的必要性。