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Predicting intensive care need in women with preeclampsia using machine learning - a pilot study. 利用机器学习预测子痫前期妇女的重症监护需求--一项试点研究。
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-12-01 Epub Date: 2024-02-22 DOI: 10.1080/10641955.2024.2312165
Camilla Edvinsson, Ola Björnsson, Lena Erlandsson, Stefan R Hansson

Background: Predicting severe preeclampsia with need for intensive care is challenging. To better predict high-risk pregnancies to prevent adverse outcomes such as eclampsia is still an unmet need worldwide. In this study we aimed to develop a prediction model for severe outcomes using routine biomarkers and clinical characteristics.

Methods: We used machine learning models based on data from an intensive care cohort with severe preeclampsia (n=41) and a cohort of preeclampsia controls (n=40) with the objective to find patterns for severe disease not detectable with traditional logistic regression models.

Results: The best model was generated by including the laboratory parameters aspartate aminotransferase (ASAT), uric acid and body mass index (BMI) with a cross-validation accuracy of 0.88 and an area under the curve (AUC) of 0.91. Our model was internally validated on a test-set where the accuracy was lower, 0.82, with an AUC of 0.85.

Conclusion: The clinical routine blood parameters ASAT and uric acid as well as BMI, were the parameters most indicative of severe disease. Aspartate aminotransferase reflects liver involvement, uric acid might be involved in several steps of the pathophysiologic process of preeclampsia, and obesity is a well-known risk factor for development of both severe and non-severe preeclampsia likely involving inflammatory pathways..[Figure: see text].

背景:预测需要重症监护的重度子痫前期具有挑战性。更好地预测高危妊娠以预防子痫等不良后果仍是全世界尚未满足的需求。在这项研究中,我们旨在利用常规生物标志物和临床特征建立一个严重后果预测模型:我们根据重症子痫前期重症监护队列(41 人)和子痫前期对照队列(40 人)的数据建立了机器学习模型,目的是找到传统逻辑回归模型无法发现的严重疾病模式:将实验室参数天门冬氨酸氨基转移酶(ASAT)、尿酸和体重指数(BMI)纳入模型后得出了最佳模型,交叉验证准确率为 0.88,曲线下面积(AUC)为 0.91。我们的模型在测试集上进行了内部验证,准确率较低,为 0.82,曲线下面积为 0.85:结论:临床血液常规参数天门冬氨酸氨基转移酶(ASAT)和尿酸以及体重指数(BMI)是最能反映严重疾病的参数。天门冬氨酸氨基转移酶反映肝脏受累情况,尿酸可能参与子痫前期病理生理过程的多个步骤,而肥胖是众所周知的重度和非重度子痫前期的风险因素,可能涉及炎症途径......[图:见正文]。
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引用次数: 0
Epicardial adipose tissue thickness associated with preeclampsia and birth weight in early pregnancy. 心外膜脂肪组织厚度与早孕期先兆子痫和出生体重有关。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-08-11 DOI: 10.1080/10641955.2024.2390531
Jing Wang, Chunfeng Li, Wen Li, Yexiao Tao, Yong Li

Objective: Preeclampsia (PE) increases the risk of many adverse maternal and fetal outcomes. This study was to investigate the correlation between epicardial adipose tissue (EAT) thickness and PE and birth weight.

Methods: This was a single-center retrospective study, 221 patients with PE were selected, and 81 women without hypertension and proteinuria were selected as a comparison. Echocardiogram was performed in their first prenatal examinations at 11-13 gestational weeks, and the thickness of EAT was measured. At the subsequent follow-up, the birth weight was recorded.

Results: EAT thickness was significantly elevated (6.60 ± 1.34 vs. 5.71 ± 1.79 mm, p < 0.001) in severe PE compared to mild PE. In the multivariate analysis, EAT thickness (OR 5.671, 95% CI, 1.991-16.150, p = 0.001), and C reactive protein (OR 4.097, 95% CI, 2.323-7.224, p < 0.001) were found as significant independent predictors of severe PE after adjusting for other risk factors. Linear regression analysis showed that hs-CRP, EAT thickness, and severe PE significantly negatively affected birth weight.

Conclusion: EAT thickness can be used to identify pregnant women with severe PE risks and low birth weight. It is an independent risk factor for severe PE but is not a valuable sign of mild PE.

目的:子痫前期(PE子痫前期(PE)会增加产妇和胎儿出现多种不良结局的风险。本研究旨在探讨心外膜脂肪组织(EAT)厚度与子痫前期和出生体重之间的相关性:这是一项单中心回顾性研究,选取了 221 名 PE 患者,并选取了 81 名无高血压和蛋白尿的妇女作为对比。在 11-13 孕周进行首次产前检查时,对她们进行超声心动图检查并测量 EAT 厚度。在随后的随访中,记录了出生体重:结果:EAT 厚度明显升高(6.60 ± 1.34 vs. 5.71 ± 1.79 mm,P = 0.001),C 反应蛋白也明显升高(OR 4.097,95% CI,2.323-7.224,P 结论:EAT 厚度和 C 反应蛋白的升高可用于鉴别胎儿是否患有先天性心脏病:EAT 厚度可用于识别有严重 PE 风险和低出生体重的孕妇。它是重度 PE 的独立风险因素,但不是轻度 PE 的重要标志。
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引用次数: 0
Assessing the causal association of sleep abnormalities with preeclampsia and eclampsia: a Mendelian randomization analysis. 评估睡眠异常与子痫前期和子痫的因果关系:孟德尔随机分析。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-09-24 DOI: 10.1080/10641955.2024.2405857
Juan Li, Yuling Kong, Guosu Shi, Shuxiao Dong, Xueying Wang, Li Feng, Quanzhou Guo, Caihong Lu

Background: Preeclampsia and eclampsia are severe pregnancy disorders marked by hypertension and potential organ damage. The etiological basis of preeclampsia and eclampsia is not fully understood. Previous studies have revealed a link between sleep abnormality and preeclampsia/eclampsia, but the causal relationship remains unclear. In this study, we explored the genetic links between sleep and preeclampsia/eclampsia using genome-wide association study (GWAS) summary data and Mendelian randomization (MR) analysis.

Methods: RNA sequence dataset GSE114691 was downloaded from the Gene Expression Omnibus database, comprising placental tissues from patients with preeclampsia and controls. Differential expression analysis was conducted with R (v4.2.3) and DESeq2 (v1.38.3). Gene set enrichment analysis (GSEA) was carried out using HTSanalyzeR2. GWAS summary data on preeclampsia/eclampsia and genetic markers for sleep abnormality were sourced from the FinnGen Consortium and IEU genetic databases. The Mendelian randomization analysis was conducted with TwoSampleMR (v0.6.2), and the inverse variance weighted (IVW) approach was employed as the principal method.

Results: GSEA analysis revealed that the orexin receptor pathway showed heightened expression in the preeclampsia group versus controls. The random-effects IVW results showed that sleeplessness/insomnia has a genetic causal relationship with preeclampsia (OR = 2.08, 95% CI: 1.07-4.06, p = 0.0318), while sleep duration has evidence of regulating eclampsia (OR = 0.09, 95% CI: 0.01-0.67, p = 0.0187).

Conclusion: This study provides significant evidence for a genetic causal association between sleep abnormalities and preeclampsia/eclampsia. [Figure: see text].

背景:子痫前期和子痫是以高血压和潜在器官损伤为特征的严重妊娠疾病。子痫前期和子痫的病因尚未完全明了。以往的研究显示,睡眠异常与子痫前期/子痫之间存在联系,但其因果关系仍不明确。在本研究中,我们利用全基因组关联研究(GWAS)汇总数据和孟德尔随机化(MR)分析探讨了睡眠与子痫前期/子痫之间的遗传联系:RNA序列数据集GSE114691是从基因表达总库数据库下载的,包括子痫前期患者和对照组的胎盘组织。差异表达分析使用 R(v4.2.3)和 DESeq2(v1.38.3)进行。使用 HTSanalyzeR2 进行了基因组富集分析(GSEA)。有关子痫前期/子痫和睡眠异常遗传标记的 GWAS 总结数据来自 FinnGen Consortium 和 IEU 遗传数据库。使用TwoSampleMR(v0.6.2)进行孟德尔随机分析,并采用反方差加权法(IVW)作为主要方法:GSEA分析表明,子痫前期组与对照组相比,奥曲肽受体通路的表达量增加。随机效应 IVW 结果显示,睡眠不足/失眠与子痫前期有遗传因果关系(OR = 2.08,95% CI:1.07-4.06,p = 0.0318),而睡眠持续时间有调节子痫的证据(OR = 0.09,95% CI:0.01-0.67,p = 0.0187):本研究为睡眠异常与子痫前期/子痫之间的遗传因果关系提供了重要证据。[图:见正文]。
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引用次数: 0
The impact of hyperandrogenemia on pregnancy complications and outcomes in patients with PCOS: a systematic review and meta-analysis. 高雄激素血症对多囊卵巢综合征患者妊娠并发症和妊娠结局的影响:系统综述和荟萃分析。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-07-14 DOI: 10.1080/10641955.2024.2379389
Xiaohan Guo, Yingsha Yao, Ting Wang, Juanhong Wu, Ruoan Jiang

Background: Polycystic ovary syndrome (PCOS) is a metabolic and reproductive disorder. Current research findings present conflicting views on the effects of different PCOS phenotypes on outcomes in pregnancy and for newborns.

Methods: This research study followed the guidelines of the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA). A thorough search of literature was carried out using the Cochrane Menstrual Disorders and Subfertility Group trials register, Web of Science, and EMBASE databases from their start to December 2023. The search focused on studies examining the links between hyperandrogenic and non-hyperandrogenic PCOS phenotypes and risks in pregnancy and neonatology. Odds ratios (ORs) and 95% confidence intervals (CIs) were computed using either a fixed-effects or random-effects model.

Results: Our analysis incorporated 10 research studies. Expectant mothers with a hyperandrogenic PCOS subtype had increased ORs for gestational diabetes mellitus (GDM) and preeclampsia (PE) compared to those with a non-hyperandrogenic PCOS subtype, with respective values of 2.14 (95% CI, 1.18-3.88, I2 = 0%) and 2.04 (95% CI, 1.02-4.08, I2 = 53%). Nevertheless, no notable differences were detected in ORs for outcomes like preterm birth, live birth, miscarriage, cesarean delivery, pregnancy-induced hypertension, small for gestational age babies, large for gestational age newborns, and neonatal intensive care unit admissions between pregnant women with hyperandrogenic PCOS phenotype and those without.

Conclusions: This meta-analysis highlights that the presence of hyperandrogenism heightens the risks of GDM and PE within the PCOS population. Healthcare providers ought to be aware of this connection for improved patient management.

背景:多囊卵巢综合征(PCOS多囊卵巢综合征(PCOS)是一种代谢和生殖疾病。目前的研究结果表明,不同的多囊卵巢综合征表型对妊娠和新生儿结局的影响存在相互矛盾的观点:本研究遵循《系统综述和元分析首选报告项目》(PRISMA)的指导原则。我们使用科克伦月经失调与不孕症小组试验登记簿、Web of Science 和 EMBASE 数据库对从开始到 2023 年 12 月的文献进行了全面检索。检索的重点是研究高雄激素和非高雄激素多囊卵巢综合症表型与妊娠和新生儿风险之间的联系。采用固定效应或随机效应模型计算出比值比 (OR) 和 95% 置信区间 (CI):我们的分析纳入了 10 项研究。与非高雄激素多囊卵巢综合征亚型的准妈妈相比,高雄激素多囊卵巢综合征亚型的准妈妈妊娠糖尿病(GDM)和子痫前期(PE)的OR值更高,分别为2.14(95% CI,1.18-3.88,I2 = 0%)和2.04(95% CI,1.02-4.08,I2 = 53%)。尽管如此,高雄激素多囊卵巢综合征表型孕妇与非高雄激素多囊卵巢综合征表型孕妇在早产、活产、流产、剖宫产、妊娠高血压、小胎龄儿、大胎龄新生儿和新生儿重症监护室入院等结果的ORs方面没有发现明显差异:这项荟萃分析强调,高雄激素会增加多囊卵巢综合征人群患 GDM 和 PE 的风险。医疗服务提供者应该意识到这种联系,以改善对患者的管理。
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引用次数: 0
Would the utilization of sFlt-1/PlGF ratio in clinical practice prevent unnecessary hospital admissions of cases with preeclampsia? 在临床实践中使用sFlt-1/PlGF比值是否可以防止子痫前期患者不必要的住院?
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-02 DOI: 10.1080/10641955.2024.2434477
Majed Alhudhud, Hina Yousuf, Hanan Aljohani, Salwa Ibrahem, Shazia Maqsood, Rifat Shahin

Objectives: Preeclampsia (PET) is a serious pregnancy complication with potential adverse maternal and fetal outcomes. Recent research has examined the soluble fms-like tyrosine kinase 1 (sFlt-1)/placental growth factor (PlGF) ratio for predicting PET. The study aimed to assess the efficacy of the sFlt-1/PlGF ratio in ruling out unnecessary hospital admission and PET.

Methods: sFlt-1/PlGF ratio was performed in patients as clinically indicated.

Results: The sFlt-1/PlGF ratio at a cutoff value of 51 predicted hospital admission with AUC, PPV, NPV, sensitivity, and specificity of 85%, 44%, 98%, 88%, and 85%, respectively. Additionally, at a cutoff value of 38, the sFlt-1/PlGF ratio predicted the short-term development of PET with PPV, NPV, sensitivity, and specificity of 42%, 100%, 100%, and 81%, respectively. The PlGF alone at a cutoff value of 193.36 predicted hospital admission with AUC, PPV, NPV, sensitivity, and specificity of 87%, 80%, 97%, 67%, and 98%, respectively. Moreover, at a cutoff value of 51.35, the PlGF alone predicted the development of PET with PPV, NPV, sensitivity, and specificity of 54%, 98%, 88%, and 90%, respectively. There was a significant association between a high sFlt-1/PlGF ratio and developing PET.

Conclusion: The sFlt-1/PlGF ratio and PlGF are promising for ruling out PET and hospital admission in pregnant women.

目的:子痫前期(PET)是一种严重的妊娠并发症,具有潜在的不良母婴结局。最近的研究检测了可溶性类膜酪氨酸激酶1 (sFlt-1)/胎盘生长因子(PlGF)比值用于预测PET。本研究旨在评估sFlt-1/PlGF比值在排除不必要住院和PET方面的功效。方法:根据临床指示对患者进行sFlt-1/PlGF比值测定。结果:sFlt-1/PlGF比值在临界值为51时,预测AUC、PPV、NPV、敏感性和特异性分别为85%、44%、98%、88%和85%。此外,在截断值为38时,sFlt-1/PlGF比值预测PET的短期发展,PPV、NPV、敏感性和特异性分别为42%、100%、100%和81%。截止值为193.36的PlGF单独预测AUC、PPV、NPV的住院率,敏感性和特异性分别为87%、80%、97%、67%和98%。此外,在51.35的临界值下,仅PlGF预测PET的PPV、NPV、敏感性和特异性分别为54%、98%、88%和90%。高sFlt-1/PlGF比值与PET的发生有显著相关性。结论:sFlt-1/PlGF比值和PlGF有希望用于排除PET和孕妇住院。
{"title":"Would the utilization of sFlt-1/PlGF ratio in clinical practice prevent unnecessary hospital admissions of cases with preeclampsia?","authors":"Majed Alhudhud, Hina Yousuf, Hanan Aljohani, Salwa Ibrahem, Shazia Maqsood, Rifat Shahin","doi":"10.1080/10641955.2024.2434477","DOIUrl":"https://doi.org/10.1080/10641955.2024.2434477","url":null,"abstract":"<p><strong>Objectives: </strong>Preeclampsia (PET) is a serious pregnancy complication with potential adverse maternal and fetal outcomes. Recent research has examined the soluble fms-like tyrosine kinase 1 (sFlt-1)/placental growth factor (PlGF) ratio for predicting PET. The study aimed to assess the efficacy of the sFlt-1/PlGF ratio in ruling out unnecessary hospital admission and PET.</p><p><strong>Methods: </strong>sFlt-1/PlGF ratio was performed in patients as clinically indicated.</p><p><strong>Results: </strong>The sFlt-1/PlGF ratio at a cutoff value of 51 predicted hospital admission with AUC, PPV, NPV, sensitivity, and specificity of 85%, 44%, 98%, 88%, and 85%, respectively. Additionally, at a cutoff value of 38, the sFlt-1/PlGF ratio predicted the short-term development of PET with PPV, NPV, sensitivity, and specificity of 42%, 100%, 100%, and 81%, respectively. The PlGF alone at a cutoff value of 193.36 predicted hospital admission with AUC, PPV, NPV, sensitivity, and specificity of 87%, 80%, 97%, 67%, and 98%, respectively. Moreover, at a cutoff value of 51.35, the PlGF alone predicted the development of PET with PPV, NPV, sensitivity, and specificity of 54%, 98%, 88%, and 90%, respectively. There was a significant association between a high sFlt-1/PlGF ratio and developing PET.</p><p><strong>Conclusion: </strong>The sFlt-1/PlGF ratio and PlGF are promising for ruling out PET and hospital admission in pregnant women.</p>","PeriodicalId":13054,"journal":{"name":"Hypertension in Pregnancy","volume":"43 1","pages":"2434477"},"PeriodicalIF":1.5,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142768568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trimester and severity of SARS-CoV-2 infection during pregnancy and risk of hypertensive disorders in pregnancy. 孕期感染 SARS-CoV-2 的月份和严重程度与妊娠高血压疾病的风险。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-01-27 DOI: 10.1080/10641955.2024.2308922
Samantha E Parker, Bhavana Annapragada, Idalis A Chestnut, Jessica Fuchs, Annette Lee, Vishakha Sabharwal, Elisha M Wachman, Christina D Yarrington

Objective: SARS-CoV-2 infection during pregnancy has been linked with an increased risk of hypertensive disorders of pregnancy (HDP). The aim of this study was to examine how both trimester and severity of SARS-CoV-2 infection impact HDP.

Methods: We conducted a cohort study of SARS-CoV-2-infected individuals during pregnancy (n = 205) and examined the association between trimester and severity of infection with incidence of HDP using modified Poisson regression models to calculate risk ratios (RR) and 95% confidence intervals (CI). We stratified the analysis of trimester by severity to understand the role of timing of infection among those with similar symptomatology and also examined timing of infection as a continuous variable.

Results: Compared to a reference cohort from 2018, SARS-CoV-2 infection did not largely increase the risk of HDP (RR: 1.17; CI:0.90, 1.51), but a non-statistically significant higher risk of preeclampsia was observed (RR: 1.33; CI:0.89, 1.98), in our small sample. Among the SARS-CoV-2 cohort, severity was linked with risk of HDP, with infections requiring hospitalization increasing the risk of HDP compared to asymptomatic/mild infections. Trimester of infection was not associated with risk of HDP, but a slight decline in the risk of HDP was observed with later gestational week of infection. Among patients with asymptomatic or mild symptoms, SARS-CoV-2 in the first trimester conferred a higher risk of HDP compared to the third trimester (RR: 1.70; CI:0.77, 3.77), although estimates were imprecise.

Conclusion: SARS-CoV-2 infection in early pregnancy may increase the risk of HDP compared to infection later in pregnancy.

目的孕期感染 SARS-CoV-2 与妊娠高血压疾病(HDP)的风险增加有关。本研究旨在探讨 SARS-CoV-2 感染的三个月和严重程度对 HDP 的影响:我们对妊娠期 SARS-CoV-2 感染者(n = 205)进行了一项队列研究,并使用改进的泊松回归模型计算风险比 (RR) 和 95% 置信区间 (CI),研究了感染的三个月和严重程度与 HDP 发生率之间的关系。我们按严重程度对三个孕期进行了分层分析,以了解感染时间在症状相似者中的作用,同时还将感染时间作为连续变量进行了研究:与2018年的参考队列相比,在我们的小样本中,SARS-CoV-2感染并未在很大程度上增加HDP的风险(RR:1.17;CI:0.90,1.51),但观察到子痫前期的风险较高,但无统计学意义(RR:1.33;CI:0.89,1.98)。在 SARS-CoV-2 队列中,严重程度与 HDP 风险有关,与无症状/轻度感染相比,需要住院治疗的感染会增加 HDP 风险。感染的孕期与 HDP 风险无关,但感染的孕周越晚,HDP 风险越低。在无症状或症状轻微的患者中,妊娠头三个月感染 SARS-CoV-2 的 HDP 风险高于妊娠第三个月(RR:1.70;CI:0.77-3.77),但估计值并不精确:结论:与妊娠晚期感染相比,妊娠早期感染 SARS-CoV-2 可能会增加罹患 HDP 的风险。
{"title":"Trimester and severity of SARS-CoV-2 infection during pregnancy and risk of hypertensive disorders in pregnancy.","authors":"Samantha E Parker, Bhavana Annapragada, Idalis A Chestnut, Jessica Fuchs, Annette Lee, Vishakha Sabharwal, Elisha M Wachman, Christina D Yarrington","doi":"10.1080/10641955.2024.2308922","DOIUrl":"10.1080/10641955.2024.2308922","url":null,"abstract":"<p><strong>Objective: </strong>SARS-CoV-2 infection during pregnancy has been linked with an increased risk of hypertensive disorders of pregnancy (HDP). The aim of this study was to examine how both trimester and severity of SARS-CoV-2 infection impact HDP.</p><p><strong>Methods: </strong>We conducted a cohort study of SARS-CoV-2-infected individuals during pregnancy (<i>n</i> = 205) and examined the association between trimester and severity of infection with incidence of HDP using modified Poisson regression models to calculate risk ratios (RR) and 95% confidence intervals (CI). We stratified the analysis of trimester by severity to understand the role of timing of infection among those with similar symptomatology and also examined timing of infection as a continuous variable.</p><p><strong>Results: </strong>Compared to a reference cohort from 2018, SARS-CoV-2 infection did not largely increase the risk of HDP (RR: 1.17; CI:0.90, 1.51), but a non-statistically significant higher risk of preeclampsia was observed (RR: 1.33; CI:0.89, 1.98), in our small sample. Among the SARS-CoV-2 cohort, severity was linked with risk of HDP, with infections requiring hospitalization increasing the risk of HDP compared to asymptomatic/mild infections. Trimester of infection was not associated with risk of HDP, but a slight decline in the risk of HDP was observed with later gestational week of infection. Among patients with asymptomatic or mild symptoms, SARS-CoV-2 in the first trimester conferred a higher risk of HDP compared to the third trimester (RR: 1.70; CI:0.77, 3.77), although estimates were imprecise.</p><p><strong>Conclusion: </strong>SARS-CoV-2 infection in early pregnancy may increase the risk of HDP compared to infection later in pregnancy.</p>","PeriodicalId":13054,"journal":{"name":"Hypertension in Pregnancy","volume":"43 1","pages":"2308922"},"PeriodicalIF":1.5,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10962656/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139570059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Maternal and neonatal outcome among women with early-onset preeclampsia and late-onset preeclampsia. 早发型子痫前期和晚发型子痫前期产妇和新生儿的预后。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-09-21 DOI: 10.1080/10641955.2024.2405991
Luthfi Rahman, Ruswana Anwar, Johanes Cornelius Mose

Objective: This study aimed to determine the differences in characteristics and outcomes of early-onset and late-onset Preeclampsia.

Methods: A retrospective cross-sectional study was conducted on female patients giving birth with preeclampsia admitted into the Department of Obstetrics and Gynecology of Dr. Hasan Sadikin Hospital Bandung from January 2020 to December 2022 who met the study criteria. A total of 435 subjects met the inclusion criteria were divided into two groups: early-onset preeclampsia and late-onset preeclampsia. Differences in outcomes were analyzed using the Chi-square or Fisher test for categorical data and the T-independent or Mann-Whitney test for numerical data.

Results: There were differences in the incidence of HELLP syndrome (9.0 vs. 2.7%; p = 0.009), prematurity (77.7 vs. 21.4%; p = 0.000), early neonatal death (10.4 vs. 2.7%; p = 0.002), asphyxia (22.7 vs. 8.0%; p = 0.000), SGA (41.7 vs 21.9%; p = 0.000), and LBW (78.7 vs 40.2%; p = 0.000) in early-onset preeclampsia with late-onset. Length of stay was longer in early-onset preeclampsia cases (4.0 vs 3.0 days; p = 0.000). Increased ureum and liver enzymes results were significantly higher in early-onset preeclampsia.

Conclusion: There is a difference in the outcome of pregnant women with early-onset and late-onset preeclampsia. Women with early-onset preeclampsia tend to have more adverse maternal and neonatal outcomes. In terms of maternal outcome, they tend to have higher liver enzymes level and HELLP syndrome, while in terms of neonatal outcome they tend to have prematurity, early neonatal death, asphyxia, SGA, and LBW.

研究目的本研究旨在确定早发型和晚发型子痫前期在特征和预后方面的差异:本研究对2020年1月至2022年12月期间万隆哈桑-萨迪金博士医院妇产科收治的符合研究标准的子痫前期女性患者进行了回顾性横断面研究。共有435名符合纳入标准的受试者被分为两组:早发子痫前期和晚发子痫前期。对分类数据采用卡方检验(Chi-square)或费舍尔检验,对数字数据采用T检验(T-independent)或曼-惠特尼检验分析结果差异:结果:HELLP 综合征(9.0 vs. 2.7%; p = 0.009)、早产(77.7 vs. 21.4%; p = 0.000)、新生儿早期死亡(10.4 vs. 2.7%; p = 0.002)、窒息(22.7 vs. 8.0%; p = 0.000)、SGA(41.7 vs. 21.9%; p = 0.000)和低体重儿(78.7 vs. 40.2%; p = 0.000)。早发型子痫前期病例的住院时间更长(4.0 对 3.0 天;P = 0.000)。结论:早发子痫前期的尿液和肝酶增高明显高于晚发子痫前期:结论:早发和晚发子痫前期孕妇的预后存在差异。结论:早发和晚发子痫前期孕妇的预后不同。在孕产妇结局方面,她们的肝酶水平往往较高,容易出现 HELLP 综合征,而在新生儿结局方面,她们容易出现早产、新生儿早期死亡、窒息、SGA 和低体重儿。
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引用次数: 0
Anti-hypertensive therapy for preeclampsia: a network meta-analysis and systematic review. 子痫前期的抗高血压治疗:网络荟萃分析和系统综述。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-03-15 DOI: 10.1080/10641955.2024.2329068
Ting Wang, Ruoan Jiang, Yingsha Yao, Ting Xu, Na Li

Background: Preeclampsia (PE) is a pregnancy disorder that represents a major cause of maternal and perinatal morbidity and mortality.

Methods: This network meta-analysis was registered with PROSPERO. We searched the PubMed, ClinicalTrials.gov. and Embase databases for studies published from inception to the 31st of March 2023. RevMan5.3 software provided by the Cochrane Collaboration was used for direct meta-analysis (DMA) statistical analysis. Funnel maps, network meta-analysis (NMA), the surface under the cumulative ranking curve (SUCRA) to rank the different interventions and publication bias were generated by STATA 17.0 software.

Results: We included eight randomized controlled trials (RCTs) involving a total of 1192 women with PE; two studies were of high quality and six were of moderate quality. Eight interventions were addressed in the NMA. In the DMA, we found that blood pressure in the Ketanserin group were significantly higher than those in the Nicardipine group. NMA showed that blood pressure in the Dihydralazine group was significantly higher than that in the Methyldopa, Labetalol, Nicardipine and Diltiazem groups. And the blood pressure in the Labetalol group was significantly lower than that in the Nicardipine group. SUCRA values showed that Diltiazem was more effective in lowering blood pressure than other drugs looked at in this study.

Conclusion: According to the eight RCTs included in this study, Diltiazem was the most effective in reducing blood pressure in PE patients; Labetalol and Nicardipine also had good effects. Diltiazem is preferred for the treatment of patients with severe PE and high blood pressure.

背景:子痫前期(PE子痫前期(PE)是一种妊娠疾病,是孕产妇和围产期发病率和死亡率的主要原因:本网络荟萃分析已在 PROSPERO 注册。我们在 PubMed、ClinicalTrials.gov 和 Embase 数据库中检索了从开始到 2023 年 3 月 31 日发表的研究。使用科克伦协作组织提供的 RevMan5.3 软件进行直接荟萃分析(DMA)统计分析。用STATA 17.0软件生成漏斗图、网络荟萃分析(NMA)、累积排序曲线下表面(SUCRA)对不同干预措施进行排序以及发表偏倚:我们纳入了 8 项随机对照试验 (RCT),共涉及 1192 名患 PE 的妇女;其中 2 项研究质量较高,6 项研究质量中等。在 NMA 中涉及了八项干预措施。在 DMA 中,我们发现酮塞林组的血压明显高于尼卡地平组。NMA 显示,双肼屈嗪组的血压明显高于甲基多巴、拉贝洛尔、尼卡地平和地尔硫卓组。拉贝洛尔组的血压明显低于尼卡地平组。SUCRA 值显示,与本研究中的其他药物相比,地尔硫卓的降压效果更好:结论:根据本研究纳入的 8 项 RCT,地尔硫卓是降低 PE 患者血压的最有效药物;拉贝洛尔和尼卡地平也有很好的效果。地尔硫卓是治疗严重 PE 和高血压患者的首选药物。
{"title":"Anti-hypertensive therapy for preeclampsia: a network meta-analysis and systematic review.","authors":"Ting Wang, Ruoan Jiang, Yingsha Yao, Ting Xu, Na Li","doi":"10.1080/10641955.2024.2329068","DOIUrl":"10.1080/10641955.2024.2329068","url":null,"abstract":"<p><strong>Background: </strong>Preeclampsia (PE) is a pregnancy disorder that represents a major cause of maternal and perinatal morbidity and mortality.</p><p><strong>Methods: </strong>This network meta-analysis was registered with PROSPERO. We searched the PubMed, ClinicalTrials.gov. and Embase databases for studies published from inception to the 31<sup>st</sup> of March 2023. RevMan5.3 software provided by the Cochrane Collaboration was used for direct meta-analysis (DMA) statistical analysis. Funnel maps, network meta-analysis (NMA), the surface under the cumulative ranking curve (SUCRA) to rank the different interventions and publication bias were generated by STATA 17.0 software.</p><p><strong>Results: </strong>We included eight randomized controlled trials (RCTs) involving a total of 1192 women with PE; two studies were of high quality and six were of moderate quality. Eight interventions were addressed in the NMA. In the DMA, we found that blood pressure in the Ketanserin group were significantly higher than those in the Nicardipine group. NMA showed that blood pressure in the Dihydralazine group was significantly higher than that in the Methyldopa, Labetalol, Nicardipine and Diltiazem groups. And the blood pressure in the Labetalol group was significantly lower than that in the Nicardipine group. SUCRA values showed that Diltiazem was more effective in lowering blood pressure than other drugs looked at in this study.</p><p><strong>Conclusion: </strong>According to the eight RCTs included in this study, Diltiazem was the most effective in reducing blood pressure in PE patients; Labetalol and Nicardipine also had good effects. Diltiazem is preferred for the treatment of patients with severe PE and high blood pressure.</p>","PeriodicalId":13054,"journal":{"name":"Hypertension in Pregnancy","volume":"43 1","pages":"2329068"},"PeriodicalIF":1.5,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140131297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Use of the USCOM® noninvasive cardiac output measurement system to predict the development of pre-eclampsia in hypertensive pregnancies. 使用 USCOM® 无创心排血量测量系统预测高血压孕妇先兆子痫的发展。
IF 1.5 4区 医学 Q2 Medicine Pub Date : 2024-12-01 Epub Date: 2024-02-14 DOI: 10.1080/10641955.2024.2310607
Jack George Mangos, Shyamalee Crocker, Macayla Flood, Jade Martyn, Lynne Roberts, Amanda Henry, Franziska Pettit

Objectives: To assess the ability of the USCOM® (USCOM), using measurements of cardiac output (CO) and systemic vascular resistance (SVR), to predict the development of pre-eclampsia (PE) and severe PE in hypertensive pregnancies.

Study design: Prospective cohort study of women in the second or third trimester recruited at a tertiary center in Sydney, Australia. Demographic data and hemodynamic measurements using the USCOM were taken for all study participants at recruitment. Pregnancy outcome, including development of PE and severe PE, was tracked. Data were analyzed using ANOVA testing, pair-wise comparison testing, and Student's t-testing.

Results: Recruitment included 65 normotensive controls, 34 women with chronic hypertension (CH), 51 with gestational hypertension (GH), and 21 with PE. Significantly higher weight, body surface area, and blood pressure measurements were found in the hypertensive, compared with the normotensive control and pregnancies. There were no observed differences in USCOM-measured CO, cardiac index, SVR, or systemic vascular resistance index between hypertensive women who did versus did not develop PE or severe PE in later pregnancy. Analysis of the CH and GH subgroups, as well as only unmedicated hypertensive women (n = 24), also showed no significant difference in hemodynamic parameters between those who did or did not develop PE or severe PE.

Conclusions: Our group was unable to successfully predict the onset of PE or severe PE based on hemodynamic parameters measured with the USCOM. It is possible this relates to the high proportion of women on antihypertensive medication at recruitment.

目的通过测量心输出量(CO)和全身血管阻力(SVR),评估 USCOM® (USCOM)预测高血压妊娠先兆子痫(PE)和重度 PE 的能力:研究设计:前瞻性队列研究,对象为澳大利亚悉尼一家三级医疗中心招募的第二或第三孕期妇女。所有参与者在招募时均接受了人口统计学数据和 USCOM 血液动力学测量。对妊娠结局(包括发生 PE 和严重 PE)进行了跟踪。数据分析采用方差分析、配对比较检验和学生 t 检验:招募对象包括 65 名血压正常的对照组妇女、34 名慢性高血压(CH)妇女、51 名妊娠高血压(GH)妇女和 21 名 PE 患者。与血压正常的对照组和孕妇相比,高血压孕妇的体重、体表面积和血压测量值明显偏高。在 USCOM 测量的 CO、心脏指数、SVR 或全身血管阻力指数方面,没有观察到妊娠后期发生 PE 或严重 PE 的高血压妇女与未发生 PE 的高血压妇女之间存在差异。对CH和GH亚组以及未用药的高血压妇女(n = 24)的分析也显示,发生或未发生PE或重度PE的妇女在血液动力学参数上没有显著差异:我们的研究小组无法根据 USCOM 测量的血液动力学参数成功预测 PE 或重度 PE 的发生。这可能与招募时服用降压药物的女性比例较高有关。
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引用次数: 0
Diagnosis of preeclampsia using metabolomic biomarkers. 利用代谢组生物标志物诊断子痫前期。
IF 1.5 4区 医学 Q3 OBSTETRICS & GYNECOLOGY Pub Date : 2024-12-01 Epub Date: 2024-07-22 DOI: 10.1080/10641955.2024.2379386
Yunfan Tian, Mingwei Liu, Jin-Yu Sun, Yifeng Wang, Lianmin Chen, Wei Sun, Ling Zhou

The diagnostic criteria for preeclampsia do not accurately reflect the pathophysiological characteristics of patients with preeclampsia. Conventional biomarkers and diagnostic approaches have proven insufficient to fully comprehend the intricacies of preeclampsia. This study aimed to screen differentially abundant metabolites as candidate biomarkers for preeclampsia. A propensity score matching method was used to perform a 1:1 match between preeclampsia patients (n = 70) and healthy control individuals (n = 70). Based on univariate and multivariate statistical analysis methods, the different characteristic metabolites were screened and identified. Least absolute shrinkage and selection operator (LASSO) regression analysis was subsequently used to further screen for differentially abundant metabolites. A receiver operating characteristic (ROC) curve was drawn to evaluate the diagnostic efficacy of the metabolites. A total of 1,630 metabolites were identified and quantified in maternal serum samples. Fifty-three metabolites were significantly increased, and two were significantly decreased in preeclampsia patients. The area under the curve (AUC) of the model composed of isobutyryl-L-carnitine and acetyl-leucine was 0.878, and the sensitivity and specificity in detecting preeclampsia were 81.4% and 87.1%, respectively. There are significant differences in metabolism between preeclampsia patients and healthy pregnant women, and a range of novel biomarkers have been identified. These findings lay the foundation for the use of metabolomic biomarkers for the diagnosis of preeclampsia.

子痫前期的诊断标准并不能准确反映子痫前期患者的病理生理特点。传统的生物标志物和诊断方法已被证明不足以完全理解子痫前期的复杂性。本研究旨在筛选不同含量的代谢物作为子痫前期的候选生物标志物。采用倾向得分匹配法对子痫前期患者(70 人)和健康对照组(70 人)进行 1:1 匹配。根据单变量和多变量统计分析方法,筛选并确定了不同特征的代谢物。随后使用最小绝对收缩和选择算子(LASSO)回归分析进一步筛选出不同含量的代谢物。绘制接收者操作特征曲线(ROC)来评估代谢物的诊断效果。在母体血清样本中共鉴定和定量了 1,630 种代谢物。子痫前期患者的 53 种代谢物明显增加,两种代谢物明显减少。由异丁酰-L-肉碱和乙酰亮氨酸组成的模型的曲线下面积(AUC)为 0.878,检测子痫前期的灵敏度和特异度分别为 81.4% 和 87.1%。子痫前期患者与健康孕妇在代谢方面存在明显差异,并发现了一系列新型生物标记物。这些发现为利用代谢组生物标志物诊断子痫前期奠定了基础。
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引用次数: 0
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Hypertension in Pregnancy
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