Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States; Diabetes Unit, Massachusetts General Hospital, Boston, MA, United States.
Environ Int. 2022 Jul;165:107335. doi: 10.1016/j.envint.2022.107335. Epub 2022 Jun 6.
Hypertensive disorders of pregnancy (HDP), defined here as hypertensive disorders with onset in pregnancy (i.e., gestational hypertension, preeclampsia, and preeclampsia superimposed on chronic hypertension), affect up to 10% of pregnancies in the United States and are associated with substantial maternal and neonatal morbidity and mortality. Per- and polyfluoroalkyl substances (PFAS) are associated with adverse cardiometabolic outcomes during pregnancy, but associations between PFAS and HDP are inconsistent and joint effects of PFAS mixtures have not been evaluated.
We studied 1,558 pregnant individuals from the Project Viva cohort, recruited during 1999-2002. We quantified concentrations of eight PFAS in plasma samples (median 9.7 weeks of gestation). Using clinical records, we calculated trimester-specific mean systolic (SBP) and diastolic (DBP) blood pressure and categorized HDP status [no HDP (normotensive & chronic hypertension), gestational hypertension, preeclampsia]. We estimated associations of individual PFAS with HDP using multinomial logistic regression and estimated associations with blood pressure using linear regression. We used Bayesian kernel machine regression (BKMR) and quantile g-computation to assess joint effects of the PFAS mixture on HDP and blood pressure measures.
Four percent of participants developed preeclampsia and 7% developed gestational hypertension. We observed higher odds of gestational hypertension, but not preeclampsia, per doubling of perfluorooctanoate (PFOA) [OR = 1.51 (95% confidence interval: 1.12, 2.03)], perfluorooctane sulfonate (PFOS) [OR = 1.38 (1.04, 1.82)], and perfluorohexane sulfonate [OR = 1.28 (1.06, 1.54)] concentrations. We observed higher mean DBP per doubling of PFOA [2nd trimester (T2): 0.39 mmHg (-0.01, 0.78); 3rd trimester (T3): 0.56 mmHg (0.14, 0.98)] and PFOS [T2: 0.46 mmHg (0.11, 0.82); T3: 0.43 mmHg (0.05, 0.80)]. The PFAS mixture was positively associated with odds of gestational hypertension [75th vs. 50th percentile: OR = 1.14 (95% credible interval:1.03, 1.25), BKMR] and mean DBP [T2 = 0.17 mmHg (-0.06, 0.40); T3 = 0.22 mmHg (-0.03, 0.48), BKMR].
These findings suggest that exposure to certain PFAS may increase the odds of gestational hypertension during pregnancy, with potential implications for subsequent maternal and child health outcomes.
妊娠高血压疾病(HDP)定义为妊娠期间出现的高血压疾病(即妊娠期高血压、子痫前期和慢性高血压并发子痫前期),在美国高达 10%的妊娠受其影响,并与产妇和新生儿发病率和死亡率的大幅增加有关。全氟和多氟烷基物质(PFAS)与妊娠期间不良的心血管代谢结局有关,但 PFAS 与 HDP 之间的关联并不一致,且 PFAS 混合物的联合效应尚未得到评估。
我们研究了来自 Viva 项目队列的 1558 名孕妇,于 1999-2002 年期间招募。我们在血浆样本中量化了 8 种 PFAS 的浓度(中位数妊娠 9.7 周)。通过临床记录,我们计算了每个孕期的平均收缩压(SBP)和舒张压(DBP),并将 HDP 状态分类为(无 HDP(正常血压和慢性高血压)、妊娠期高血压、子痫前期)。我们使用多变量逻辑回归来评估单个 PFAS 与 HDP 的关联,并使用线性回归来评估与血压的关联。我们使用贝叶斯核机器回归(BKMR)和分位数 g 计算来评估 PFAS 混合物对 HDP 和血压指标的联合效应。
4%的参与者发生子痫前期,7%的参与者发生妊娠期高血压。我们观察到,随着全氟辛酸(PFOA)[比值比(OR)=1.51(95%置信区间:1.12,2.03)]、全氟辛烷磺酸(PFOS)[OR=1.38(1.04,1.82)]和全氟己烷磺酸[OR=1.28(1.06,1.54)]浓度的翻倍,妊娠期高血压的发生几率更高。我们观察到,PFOA 的浓度每增加一倍,DBP 的平均值就会增加[第 2 孕期(T2):0.39 毫米汞柱(-0.01,0.78);第 3 孕期(T3):0.56 毫米汞柱(0.14,0.98)],PFOS 的浓度也会增加[T2:0.46 毫米汞柱(0.11,0.82);T3:0.43 毫米汞柱(0.05,0.80)]。PFAS 混合物与妊娠期高血压的发生几率呈正相关[第 75 百分位数与第 50 百分位数相比:OR=1.14(95%可信区间:1.03,1.25),BKMR],与 T2 期的平均 DBP 也呈正相关[0.17 毫米汞柱(-0.06,0.40);T3:0.22 毫米汞柱(-0.03,0.48),BKMR]。
这些发现表明,接触某些 PFAS 可能会增加妊娠期间妊娠期高血压的几率,这可能对随后的母婴健康结局产生影响。