Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
Cardiovascular Research Center, Massachusetts General Hospital, Boston.
JAMA Cardiol. 2024 Mar 1;9(3):209-220. doi: 10.1001/jamacardio.2023.4994.
Hypertensive disorders of pregnancy (HDPs), including gestational hypertension and preeclampsia, are important contributors to maternal morbidity and mortality worldwide. In addition, women with HDPs face an elevated long-term risk of cardiovascular disease.
To identify proteins in the circulation associated with HDPs.
DESIGN, SETTING, AND PARTICIPANTS: Two-sample mendelian randomization (MR) tested the associations of genetic instruments for cardiovascular disease-related proteins with gestational hypertension and preeclampsia. In downstream analyses, a systematic review of observational data was conducted to evaluate the identified proteins' dynamics across gestation in hypertensive vs normotensive pregnancies, and phenome-wide MR analyses were performed to identify potential non-HDP-related effects associated with the prioritized proteins. Genetic association data for cardiovascular disease-related proteins were obtained from the Systematic and Combined Analysis of Olink Proteins (SCALLOP) consortium. Genetic association data for the HDPs were obtained from recent European-ancestry genome-wide association study meta-analyses for gestational hypertension and preeclampsia. Study data were analyzed October 2022 to October 2023.
Genetic instruments for 90 candidate proteins implicated in cardiovascular diseases, constructed using cis-protein quantitative trait loci (cis-pQTLs).
Gestational hypertension and preeclampsia.
Genetic association data for cardiovascular disease-related proteins were obtained from 21 758 participants from the SCALLOP consortium. Genetic association data for the HDPs were obtained from 393 238 female individuals (8636 cases and 384 602 controls) for gestational hypertension and 606 903 female individuals (16 032 cases and 590 871 controls) for preeclampsia. Seventy-five of 90 proteins (83.3%) had at least 1 valid cis-pQTL. Of those, 10 proteins (13.3%) were significantly associated with HDPs. Four were robust to sensitivity analyses for gestational hypertension (cluster of differentiation 40, eosinophil cationic protein [ECP], galectin 3, N-terminal pro-brain natriuretic peptide [NT-proBNP]), and 2 were robust for preeclampsia (cystatin B, heat shock protein 27 [HSP27]). Consistent with the MR findings, observational data revealed that lower NT-proBNP (0.76- to 0.88-fold difference vs no HDPs) and higher HSP27 (2.40-fold difference vs no HDPs) levels during the first trimester of pregnancy were associated with increased risk of HDPs, as were higher levels of ECP (1.60-fold difference vs no HDPs). Phenome-wide MR analyses identified 37 unique non-HDP-related protein-disease associations, suggesting potential on-target effects associated with interventions lowering HDP risk through the identified proteins.
Study findings suggest genetic associations of 4 cardiovascular disease-related proteins with gestational hypertension and 2 associated with preeclampsia. Future studies are required to test the efficacy of targeting the corresponding pathways to reduce HDP risk.
妊娠高血压疾病(HDPs),包括妊娠期高血压和子痫前期,是全球产妇发病率和死亡率的重要原因。此外,患有 HDPs 的女性面临着更高的长期心血管疾病风险。
确定与 HDPs 相关的循环蛋白。
设计、地点和参与者:两样本孟德尔随机化(MR)检验了心血管疾病相关蛋白的遗传工具与妊娠期高血压和子痫前期的关联。在下游分析中,对观察性数据进行了系统评价,以评估在高血压与正常血压妊娠中,这些鉴定出的蛋白在妊娠期间的动态变化,并且进行了全表型 MR 分析,以鉴定与优先蛋白相关的潜在非 HDP 相关效应。心血管疾病相关蛋白的遗传关联数据来自系统性和综合 Olink 蛋白分析(SCALLOP)联盟。HDP 的遗传关联数据来自最近的欧洲裔全基因组关联研究荟萃分析,用于妊娠期高血压和子痫前期。研究数据于 2022 年 10 月至 2023 年 10 月进行分析。
使用顺式-蛋白数量性状基因座(cis-pQTLs)构建的 90 种候选蛋白与心血管疾病相关的遗传工具。
妊娠期高血压和子痫前期。
SCALLOP 联盟的 21758 名参与者提供了心血管疾病相关蛋白的遗传关联数据。HDP 的遗传关联数据来自 393238 名女性(8636 例病例和 384602 名对照)的妊娠期高血压和 606903 名女性(16032 例病例和 590871 名对照)的子痫前期。90 种蛋白中的 75 种(83.3%)至少有 1 个有效的 cis-pQTL。其中,10 种蛋白(13.3%)与 HDPs 显著相关。4 种蛋白在妊娠期高血压的敏感性分析中是稳健的(CD40、嗜酸性粒细胞阳离子蛋白[ECP]、半乳糖凝集素 3、氨基末端脑钠肽前体[NT-proBNP]),2 种蛋白在子痫前期是稳健的(胱抑素 B、热休克蛋白 27[HSP27])。与 MR 研究结果一致,观察性数据显示,在妊娠早期,NT-proBNP 水平降低(与无 HDPs 相比为 0.76-0.88 倍)和 HSP27 水平升高(与无 HDPs 相比为 2.40 倍)与 HDPs 风险增加相关,而 ECP 水平升高(与无 HDPs 相比为 1.60 倍)也与 HDPs 相关。全表型 MR 分析确定了 37 个独特的与非 HDP 相关的蛋白-疾病关联,提示通过鉴定出的蛋白降低 HDP 风险的干预措施可能存在靶向作用。
研究结果表明,4 种心血管疾病相关蛋白与妊娠期高血压相关,2 种与子痫前期相关。需要进一步的研究来检验通过靶向这些途径降低 HDP 风险的疗效。