Ruben D Zapata, Tioluwani Tolani, Rebecca Reich, Sophie Beneteau, Hana Ali, Tanmayee Kolli, Michaela Rechdan, Lindsey Brinkley, Michele Himadi, Adetola Louis-Jacques, Francois Modave, Steven M Smith, Tony Wen, Elizabeth Shenkman, Dominick J Lemas
<p><strong>Background: </strong>Hypertensive disorders of pregnancy (HDP) are a leading cause of maternal and fetal mortality worldwide. Early detection and risk stratification are critical for timely intervention to prevent severe complications such as eclampsia, stroke, and preterm delivery. However, traditional clinical methods often lack the precision needed to identify high-risk individuals effectively. Machine learning (ML) has emerged as a powerful tool, leveraging complex data to enhance prediction, diagnosis, and clinical decision-making in HDP. This review aims to systematically evaluate ML applications in HDP, highlighting trends, methodologies, and gaps to guide future research and improve maternal and fetal outcomes.</p><p><strong>Methods: </strong>This study adheres to the PRISMA-ScR guidelines for scoping reviews, focusing on full-text, English-language publications that apply ML models to HDP. A comprehensive search across three databases captured studies involving at-risk patient populations. Data extraction followed the CHARMS checklist, summarizing study characteristics, outcomes, and ML methodologies, while also identifying gaps and opportunities for further research.</p><p><strong>Results: </strong>Most studies targeted preeclampsia (n = 70, 75.27%), with limited focus on other HDP phenotypes such as gestational hypertension (n = 4, 4.3%) and postpartum hypertension (n = 1, 1.07%). Sample sizes ranged from 20 to over 700,000 participants. Studies have been increasing since 2014 emphasizing diagnosis/onset detection (n = 58, 62.37%) and risk prediction (n = 26, 27.95%). Random forest, logistic regression, decision trees, and support vector machines were the most common ML methods. Geographic analysis revealed concentration in China (n = 29, 31.18%) and North America (n = 18, 19.35%), with underrepresentation in other regions. Input data predominantly comprised demographics (n = 50, 53.76%), patient/family history (n = 43, 46.24%), and functional tests (n = 43, 46.24%), whereas omics (n = 29, 31.18%) and imaging data (n = 2, 2.15%) were infrequently used. Outcomes related to time-to-intervenes and readmission were each reported once.</p><p><strong>Conclusions: </strong>ML is increasingly applied to HDP, with significant growth in diagnostic and risk prediction models. However, geographic disparities, limited phenotype representation, and models to help intervene at critical time points throughout the perinatal lifecycle remain barriers. Notably, models addressing time-to-intervene predictions and hospital readmissions are underrepresented, highlighting critical gaps in the current literature. Addressing these limitations-by developing models to help improve the timing of medical interventions, higher risk profiling, and diverse datasets-can advance ML's role in improving maternal and fetal outcomes and reducing mortality globally. Future research should focus on refining ML models to support clinicians and advance care for pati
{"title":"AI in Hypertensive Disorders of Pregnancy: Review.","authors":"Ruben D Zapata, Tioluwani Tolani, Rebecca Reich, Sophie Beneteau, Hana Ali, Tanmayee Kolli, Michaela Rechdan, Lindsey Brinkley, Michele Himadi, Adetola Louis-Jacques, Francois Modave, Steven M Smith, Tony Wen, Elizabeth Shenkman, Dominick J Lemas","doi":"10.1093/ajh/hpaf052","DOIUrl":"10.1093/ajh/hpaf052","url":null,"abstract":"<p><strong>Background: </strong>Hypertensive disorders of pregnancy (HDP) are a leading cause of maternal and fetal mortality worldwide. Early detection and risk stratification are critical for timely intervention to prevent severe complications such as eclampsia, stroke, and preterm delivery. However, traditional clinical methods often lack the precision needed to identify high-risk individuals effectively. Machine learning (ML) has emerged as a powerful tool, leveraging complex data to enhance prediction, diagnosis, and clinical decision-making in HDP. This review aims to systematically evaluate ML applications in HDP, highlighting trends, methodologies, and gaps to guide future research and improve maternal and fetal outcomes.</p><p><strong>Methods: </strong>This study adheres to the PRISMA-ScR guidelines for scoping reviews, focusing on full-text, English-language publications that apply ML models to HDP. A comprehensive search across three databases captured studies involving at-risk patient populations. Data extraction followed the CHARMS checklist, summarizing study characteristics, outcomes, and ML methodologies, while also identifying gaps and opportunities for further research.</p><p><strong>Results: </strong>Most studies targeted preeclampsia (n = 70, 75.27%), with limited focus on other HDP phenotypes such as gestational hypertension (n = 4, 4.3%) and postpartum hypertension (n = 1, 1.07%). Sample sizes ranged from 20 to over 700,000 participants. Studies have been increasing since 2014 emphasizing diagnosis/onset detection (n = 58, 62.37%) and risk prediction (n = 26, 27.95%). Random forest, logistic regression, decision trees, and support vector machines were the most common ML methods. Geographic analysis revealed concentration in China (n = 29, 31.18%) and North America (n = 18, 19.35%), with underrepresentation in other regions. Input data predominantly comprised demographics (n = 50, 53.76%), patient/family history (n = 43, 46.24%), and functional tests (n = 43, 46.24%), whereas omics (n = 29, 31.18%) and imaging data (n = 2, 2.15%) were infrequently used. Outcomes related to time-to-intervenes and readmission were each reported once.</p><p><strong>Conclusions: </strong>ML is increasingly applied to HDP, with significant growth in diagnostic and risk prediction models. However, geographic disparities, limited phenotype representation, and models to help intervene at critical time points throughout the perinatal lifecycle remain barriers. Notably, models addressing time-to-intervene predictions and hospital readmissions are underrepresented, highlighting critical gaps in the current literature. Addressing these limitations-by developing models to help improve the timing of medical interventions, higher risk profiling, and diverse datasets-can advance ML's role in improving maternal and fetal outcomes and reducing mortality globally. Future research should focus on refining ML models to support clinicians and advance care for pati","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":"1009-1019"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143959636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emmanuel Adediran, Robert Owens, Carl Whittaker, Katherine T Fortenberry, Saskia Spiess
Background: Timely blood pressure (BP) screening is not consistently performed for new mothers. Only 60% complete a 6-week postpartum visit, and even fewer are evaluated within 1 week. This timing is crucial since mortality is highest in the first 6 days. Primary care has a role to play in improving postpartum BP care. However, research has yet to fully explore primary care-driven strategies for postpartum BP screening.
Objective: This review aims to identify primary care postpartum BP screening strategies and to understand the characteristics of patients who are completing BP screenings within 1 week.
Methods: We used the PubMed and Web of Science databases to identify peer-reviewed studies published since 2010. Included studies were conducted in the United States and of English-language publications.
Results: We identified 13,452 articles and synthesized 32 studies. Of 11,270 postpartum patients, 40% (n = 4,790) identified as Black/African American race. For recruitment, 24 (75.0%) studies focused on high-risk patients, 5 (15.6%) compared high-risk to low-risk patients, and 3 (9.4%) studies recruited all patients with no restrictions. Studies often reported BP ascertainment within 1-week postpartum (53.1%; n = 17). Further, 12 (37.5%) studies incorporated both in-clinic and in-home settings for postpartum BP screening, 10 (31.2%) were in-clinic, and 10 (31.2%) were in-home.
Conclusions: We found that primary care systems are evaluating BP within 1-week postpartum, leveraging remote BP monitoring and child-wellness checks. Those strategies, however, less often included low-risk patients. Updated guidelines are needed to cover postpartum BP screening for patients with uncomplicated pregnancies and the absence of other risk factors.
背景:对新妈妈进行及时的血压(BP)筛查并不一致。只有60%的人完成了产后6周的随访,而在产后1周内进行评估的人甚至更少。这一时机至关重要,因为死亡率在头6天最高。初级保健在改善产后血压护理中起着重要作用。然而,研究尚未充分探讨产后血压筛查的初级保健驱动策略。目的:本综述旨在确定初级保健产后BP筛查策略,并了解在1周内完成BP筛查的患者的特征。方法:我们使用PubMed和Web of Science (WES)数据库来识别自2010年以来发表的同行评议研究。其中包括在美国和英文出版物进行的研究。结果:共纳入文献13452篇,综合32篇。在11,270名产后患者中,40% (n=4,790)为黑人/非裔美国人。在招募方面,24项(75.0%)研究集中于高危患者,5项(15.6%)研究比较了高危和低危患者,3项(9.4%)研究招募了所有无限制的患者。研究经常报告产后1周内确定血压(53.1%;n = 17)。此外,12项(37.5%)研究同时采用门诊和家庭环境进行PPT BP筛查,10项(31.2%)研究采用门诊环境,10项(31.2%)研究采用家庭环境。结论:我们发现初级保健系统在产后1周内评估血压,利用远程血压监测和儿童健康检查。然而,这些策略很少包括低风险患者。需要更新指南,以涵盖无并发症妊娠和没有其他危险因素的患者的产后血压筛查。
{"title":"Postpartum Blood Pressure Screening in the United States Primary Care Settings: A Systematic Review.","authors":"Emmanuel Adediran, Robert Owens, Carl Whittaker, Katherine T Fortenberry, Saskia Spiess","doi":"10.1093/ajh/hpaf112","DOIUrl":"10.1093/ajh/hpaf112","url":null,"abstract":"<p><strong>Background: </strong>Timely blood pressure (BP) screening is not consistently performed for new mothers. Only 60% complete a 6-week postpartum visit, and even fewer are evaluated within 1 week. This timing is crucial since mortality is highest in the first 6 days. Primary care has a role to play in improving postpartum BP care. However, research has yet to fully explore primary care-driven strategies for postpartum BP screening.</p><p><strong>Objective: </strong>This review aims to identify primary care postpartum BP screening strategies and to understand the characteristics of patients who are completing BP screenings within 1 week.</p><p><strong>Methods: </strong>We used the PubMed and Web of Science databases to identify peer-reviewed studies published since 2010. Included studies were conducted in the United States and of English-language publications.</p><p><strong>Results: </strong>We identified 13,452 articles and synthesized 32 studies. Of 11,270 postpartum patients, 40% (n = 4,790) identified as Black/African American race. For recruitment, 24 (75.0%) studies focused on high-risk patients, 5 (15.6%) compared high-risk to low-risk patients, and 3 (9.4%) studies recruited all patients with no restrictions. Studies often reported BP ascertainment within 1-week postpartum (53.1%; n = 17). Further, 12 (37.5%) studies incorporated both in-clinic and in-home settings for postpartum BP screening, 10 (31.2%) were in-clinic, and 10 (31.2%) were in-home.</p><p><strong>Conclusions: </strong>We found that primary care systems are evaluating BP within 1-week postpartum, leveraging remote BP monitoring and child-wellness checks. Those strategies, however, less often included low-risk patients. Updated guidelines are needed to cover postpartum BP screening for patients with uncomplicated pregnancies and the absence of other risk factors.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":"1129-1135"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12620024/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144504470","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kathryn Foti, Lisandro D Colantonio, Lei Huang, Timothy B Plante, Lama Ghazi, Shakia T Hardy, Emily B Levitan, Monika M Safford, Paul Muntner
Background: A substantial proportion of adults with hypertension die from causes other than cardiovascular disease (CVD), but the frequencies are unknown.
Methods: We calculated the frequency of causes of death for adults with and without hypertension using data from the REasons for Geographic And Racial Differences in Stroke (REGARDS) study, which enrolled non-Hispanic Black and White adults aged ≥ 45 years in 2003-2007. Participants were followed until death or 31 December 2019. Blood pressure (BP) was measured at baseline and at a follow-up examination in 2013-2016. Hypertension was defined as systolic BP ≥ 130 mmHg or diastolic BP ≥ 80 mmHg, or self-reported antihypertensive medication use, and modeled a time-varying exposure. The outcome was the adjudicated underlying cause of death, determined from all available information, including death certificates, medical records, autopsy reports, and interviews with proxies or next of kin.
Results: There were 8,933 deaths among 23,622 participants with hypertension and 1,709 deaths among 5,744 participants without hypertension over a median 8.1 years of follow-up. Among participants who died, the most common causes of death were CVD (31.2%), cancer (22.1%), and infection (11.6%) among participants with hypertension and cancer (29.8%), CVD (23.2%), and dementia (11.8%) among participants without hypertension. Among participants with and without hypertension, the 10-year cumulative incidence was 8.2% and 3.6% for CVD mortality, respectively, 5.8% and 4.9% for cancer mortality, and 2.8% and 1.5% for infection mortality, respectively.
Conclusions: Among adults with hypertension, a majority of deaths were from non-CVD causes, including one-third of deaths from cancer and infection.
{"title":"Leading Causes of Death Among US Adults With and Without Hypertension: Data From the REGARDS Study.","authors":"Kathryn Foti, Lisandro D Colantonio, Lei Huang, Timothy B Plante, Lama Ghazi, Shakia T Hardy, Emily B Levitan, Monika M Safford, Paul Muntner","doi":"10.1093/ajh/hpaf115","DOIUrl":"10.1093/ajh/hpaf115","url":null,"abstract":"<p><strong>Background: </strong>A substantial proportion of adults with hypertension die from causes other than cardiovascular disease (CVD), but the frequencies are unknown.</p><p><strong>Methods: </strong>We calculated the frequency of causes of death for adults with and without hypertension using data from the REasons for Geographic And Racial Differences in Stroke (REGARDS) study, which enrolled non-Hispanic Black and White adults aged ≥ 45 years in 2003-2007. Participants were followed until death or 31 December 2019. Blood pressure (BP) was measured at baseline and at a follow-up examination in 2013-2016. Hypertension was defined as systolic BP ≥ 130 mmHg or diastolic BP ≥ 80 mmHg, or self-reported antihypertensive medication use, and modeled a time-varying exposure. The outcome was the adjudicated underlying cause of death, determined from all available information, including death certificates, medical records, autopsy reports, and interviews with proxies or next of kin.</p><p><strong>Results: </strong>There were 8,933 deaths among 23,622 participants with hypertension and 1,709 deaths among 5,744 participants without hypertension over a median 8.1 years of follow-up. Among participants who died, the most common causes of death were CVD (31.2%), cancer (22.1%), and infection (11.6%) among participants with hypertension and cancer (29.8%), CVD (23.2%), and dementia (11.8%) among participants without hypertension. Among participants with and without hypertension, the 10-year cumulative incidence was 8.2% and 3.6% for CVD mortality, respectively, 5.8% and 4.9% for cancer mortality, and 2.8% and 1.5% for infection mortality, respectively.</p><p><strong>Conclusions: </strong>Among adults with hypertension, a majority of deaths were from non-CVD causes, including one-third of deaths from cancer and infection.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":"1096-1105"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12620025/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144526031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sarah D R Krumholz, Mary Cushman, Nels C Olson, D Leann Long, Suzanne E Judd, Virginia J Howard, Timothy B Plante
Background: Black US adults experience a greater hypertension burden and have lower levels of soluble receptors for advanced glycation end products (sRAGE). sRAGE may reduce inflammation, which is itself a hypertension risk factor. We hypothesized that higher sRAGE levels are associated with a lower risk of incident hypertension in a cohort of Black and White adults.
Methods: The REasons for Geographic and Racial Differences in Stroke (REGARDS) enrolled 30,239 Black and White adults from the contiguous United States in 2003-2007; a second visit occurred in 2013-2016. sRAGE was measured at baseline by ELISA in 4,400 participants attending both visits. Hypertension was defined as BP > 140/90 mm Hg or use of antihypertensive medications. Participants with baseline hypertension were excluded. Poisson regression estimated incident hypertension risk ratios (RR) by sRAGE levels, adjusting for confounders.
Results: Among 1,799 participants without baseline hypertension (mean [SD] age 62 [8] years, 55% females, 25% Black), 46% of Black participants and 31% of White participants developed hypertension. Median sRAGE was lower in Black than White persons (P < 0.0001). Relative to quartile 1, White participants in quartile 4 of sRAGE had a 24% lower risk of incident hypertension (RR 0.76; 95% CI 0.59, 0.96) in a minimally adjusted model, but no differences in a fully adjusted model (0.81; 0.63 to 1.05). There was no association of sRAGE with hypertension in Black participants.
Conclusions: Higher baseline sRAGE levels were not associated with lower risk of incident hypertension after adjusting for known confounders. Low sRAGE might represent adverse inflammation that drives hypertension rather than being a primary driver of hypertension development itself.
背景:美国黑人成年人有更大的高血压负担,并且晚期糖化终产物(sRAGE)的可溶性受体水平较低。sRAGE可以减少炎症,而炎症本身就是高血压的危险因素。我们假设在一组黑人和白人成年人中,较高的sRAGE水平与较低的高血压发生风险相关。方法:卒中地理和种族差异的原因(REGARDS)研究于2003-2007年在美国连续招募了30,239名黑人和白人成年人;第二次访问发生在2013-2016年。在两次就诊的4400名参与者中,通过ELISA在基线时测量sRAGE。高血压定义为血压低于140/90 mm Hg或使用抗高血压药物。排除基线高血压患者。泊松回归通过sRAGE水平估计高血压事件风险比(RR),调整混杂因素。结果:在1799名无基线高血压的参与者中(平均[SD]年龄62岁,55%为女性,25%为黑人),46%的黑人参与者和31%的白人参与者患有高血压。黑人的中位sRAGE低于白人(P)。结论:在调整已知混杂因素后,较高的基线sRAGE水平与较低的高血压发生率无关。低sRAGE可能代表不良炎症驱动高血压,而不是高血压发展本身的主要驱动因素。
{"title":"Soluble Receptor for Advanced Glycation End Products and Incident Hypertension in REGARDS.","authors":"Sarah D R Krumholz, Mary Cushman, Nels C Olson, D Leann Long, Suzanne E Judd, Virginia J Howard, Timothy B Plante","doi":"10.1093/ajh/hpaf109","DOIUrl":"10.1093/ajh/hpaf109","url":null,"abstract":"<p><strong>Background: </strong>Black US adults experience a greater hypertension burden and have lower levels of soluble receptors for advanced glycation end products (sRAGE). sRAGE may reduce inflammation, which is itself a hypertension risk factor. We hypothesized that higher sRAGE levels are associated with a lower risk of incident hypertension in a cohort of Black and White adults.</p><p><strong>Methods: </strong>The REasons for Geographic and Racial Differences in Stroke (REGARDS) enrolled 30,239 Black and White adults from the contiguous United States in 2003-2007; a second visit occurred in 2013-2016. sRAGE was measured at baseline by ELISA in 4,400 participants attending both visits. Hypertension was defined as BP > 140/90 mm Hg or use of antihypertensive medications. Participants with baseline hypertension were excluded. Poisson regression estimated incident hypertension risk ratios (RR) by sRAGE levels, adjusting for confounders.</p><p><strong>Results: </strong>Among 1,799 participants without baseline hypertension (mean [SD] age 62 [8] years, 55% females, 25% Black), 46% of Black participants and 31% of White participants developed hypertension. Median sRAGE was lower in Black than White persons (P < 0.0001). Relative to quartile 1, White participants in quartile 4 of sRAGE had a 24% lower risk of incident hypertension (RR 0.76; 95% CI 0.59, 0.96) in a minimally adjusted model, but no differences in a fully adjusted model (0.81; 0.63 to 1.05). There was no association of sRAGE with hypertension in Black participants.</p><p><strong>Conclusions: </strong>Higher baseline sRAGE levels were not associated with lower risk of incident hypertension after adjusting for known confounders. Low sRAGE might represent adverse inflammation that drives hypertension rather than being a primary driver of hypertension development itself.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":"1088-1095"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12620019/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144706020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Data on risk factors for new-onset atrial fibrillation (NOAF) in hypertensive Asian populations are limited. This study aimed to identify predictors of NOAF in Thai adults with hypertension (HTN).
Methods: We conducted a retrospective cohort study of adults (≥18 years) newly diagnosed with HTN at Ramathibodi Hospital, Bangkok, from 2010 to 2023. Patients with prior AF or predisposing conditions (e.g., valvular disease and hyperthyroidism) were excluded. Baseline demographics, comorbidities, and medication use were analyzed as time-varying covariates using multivariable Cox models.
Results: Of 293,798 hypertensive patients, 168,441 met the criteria. Over a median follow-up of 3.7 years, 5,028 developed NOAF (5.7 per 1,000 person-years). A significant interaction between age and body mass index (BMI) was observed. In patients <60 years, low BMI increased NOAF risk (HR: 2.3; 95% CI: 1.4-3.6), while overweight and obesity did not. In those ≥60-79 years, NOAF risk increased 2- to 3-fold in underweight, overweight, and obese individuals compared to normal BMI. In patients ≥80 years, the risk was 3- to 4-fold higher across all BMI categories. Male sex and comorbidities (vascular disease, stroke, heart failure, chronic kidney disease, and hyperuricemia) were associated with a 1.2-1.8-fold increased risk. Statin use reduced NOAF risk (HR: 0.8; 95% CI: 0.7-0.9), while SGLT2 inhibitors and GLP-1 receptor agonists showed a non-significant protective trend (HR: 0.8; 95% CI: 0.7-1.1).
Conclusions: In Thai hypertensive patients, older age, male sex, abnormal BMI, and comorbidities predict NOAF, while statin use may be protective. Further prospective studies are needed to confirm these findings.
{"title":"Factors Associated With New-Onset Atrial Fibrillation in Thai Adults with Hypertension.","authors":"Varisa Limpijankit, Thinnakrit Sasiprapha, Htun Teza, Anuchate Pattanateepapon, Sukanya Siriyotha, Suparee Boonmanunt, John Attia, Ammarin Thakkinstian","doi":"10.1093/ajh/hpaf149","DOIUrl":"10.1093/ajh/hpaf149","url":null,"abstract":"<p><strong>Background: </strong>Data on risk factors for new-onset atrial fibrillation (NOAF) in hypertensive Asian populations are limited. This study aimed to identify predictors of NOAF in Thai adults with hypertension (HTN).</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of adults (≥18 years) newly diagnosed with HTN at Ramathibodi Hospital, Bangkok, from 2010 to 2023. Patients with prior AF or predisposing conditions (e.g., valvular disease and hyperthyroidism) were excluded. Baseline demographics, comorbidities, and medication use were analyzed as time-varying covariates using multivariable Cox models.</p><p><strong>Results: </strong>Of 293,798 hypertensive patients, 168,441 met the criteria. Over a median follow-up of 3.7 years, 5,028 developed NOAF (5.7 per 1,000 person-years). A significant interaction between age and body mass index (BMI) was observed. In patients <60 years, low BMI increased NOAF risk (HR: 2.3; 95% CI: 1.4-3.6), while overweight and obesity did not. In those ≥60-79 years, NOAF risk increased 2- to 3-fold in underweight, overweight, and obese individuals compared to normal BMI. In patients ≥80 years, the risk was 3- to 4-fold higher across all BMI categories. Male sex and comorbidities (vascular disease, stroke, heart failure, chronic kidney disease, and hyperuricemia) were associated with a 1.2-1.8-fold increased risk. Statin use reduced NOAF risk (HR: 0.8; 95% CI: 0.7-0.9), while SGLT2 inhibitors and GLP-1 receptor agonists showed a non-significant protective trend (HR: 0.8; 95% CI: 0.7-1.1).</p><p><strong>Conclusions: </strong>In Thai hypertensive patients, older age, male sex, abnormal BMI, and comorbidities predict NOAF, while statin use may be protective. Further prospective studies are needed to confirm these findings.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":"1076-1087"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144833639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Goodbye, Out With the Old and in With the New.","authors":"Ernesto L Schiffrin","doi":"10.1093/ajh/hpaf155","DOIUrl":"https://doi.org/10.1093/ajh/hpaf155","url":null,"abstract":"","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":"38 12","pages":"1007-1008"},"PeriodicalIF":3.1,"publicationDate":"2025-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145534056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel S Nuyujukian, Jin J Zhou, Juraj Koska, Shanpeng Li, Chike C Nwabuo, Alain G Bertoni, Gang Li, Peter D Reaven
Background: It is not well established whether blood pressure variability (BPV) is associated with risk of incident heart failure (HF) as well as with subclinical markers of HF and myocardial injury.We investigated these relationships in the Multi-Ethnic Study of Atherosclerosis (MESA).
Methods: We examined the association between visit-to-visit BPV (estimated by variability independent of the mean-VIM) and HF in MESA (2000-2012), a community-based cohort study of 6,814 individuals free of clinical cardiovascular disease (including HF) at baseline, using Cox models and joint longitudinal-survival models. VIM was calculated from Exams 1-5. Serial measurements (Exams 1 and 5) of N-terminal pro-B-type natriuretic peptide (NT-proBNP) and high-sensitivity cardiac troponin-T (hs-cTnT) were used to test the early onset and directionality of the relationships by logistic regression.
Results: Over a median of 9.4 years of follow-up, VIM-SBP was associated with HF in adjusted Cox models including CVD risk factors (HR = 1.33 [95% CI = 1.03-1.69]), as well as in joint longitudinal-survival models. BPV was associated with elevated Exam 5 NT-proBNP (> 125 pg/mL) after multivariable adjustment (VIM-SBP: OR = 1.26 [95% CI = 1.17-1.37]; VIM-DBP: OR = 1.23 [95% CI = 1.14-1.33]) and Exam 5 elevation in hs-cTnT (for VIM-SBP, OR = 1.27).
Conclusions: BPV was associated with incident HF and longitudinal increases of subclinical markers of HF and myocardial injury in a multi-ethnic community-based cohort. These data indicate that visit-to-visit BPV may contribute to the development of HF.
背景:血压变异性(BPV)是否与心力衰竭(HF)发生的风险以及HF和心肌损伤的亚临床标志物相关,目前还没有很好的确定。我们在多民族动脉粥样硬化研究(MESA)中调查了这些关系。方法:在MESA(2000-2012)中,我们使用Cox模型和联合纵向生存模型,对6814名基线无临床心血管疾病(包括HF)的患者进行了基于社区的队列研究,研究了就诊-就诊BPV(通过独立于平均vim的变异性估计)和HF之间的关系。VIM由考试1-5计算。n端前b型利钠肽(NT-proBNP)和高敏感性心肌肌钙蛋白-t (hs-cTnT)的系列测量(检验1和5)通过逻辑回归检验了这些关系的早期发病和方向性。结果:在中位9.4年的随访中,包括心血管疾病危险因素在内的校正Cox模型(HR = 1.33 [95% CI = 1.03-1.69])以及联合纵向生存模型中,VIM-SBP与HF相关。多变量调整后,BPV与Exam 5 NT-proBNP (> 125 pg/mL)升高(VIM-SBP: OR = 1.26 [95% CI = 1.17-1.37]; VIM-DBP: OR = 1.23 [95% CI = 1.14-1.33])和hs-cTnT的Exam 5升高(VIM-SBP, OR = 1.27)相关。结论:在一个多民族社区队列中,BPV与心衰发生率以及心衰亚临床指标和心肌损伤的纵向增加有关。这些数据表明,访问-访问BPV可能有助于HF的发展。
{"title":"Blood pressure variability is associated with heart failure risk, elevated NT-proBNP, and elevated high-sensitivity troponin: the Multi-Ethnic Study of Atherosclerosis (MESA).","authors":"Daniel S Nuyujukian, Jin J Zhou, Juraj Koska, Shanpeng Li, Chike C Nwabuo, Alain G Bertoni, Gang Li, Peter D Reaven","doi":"10.1093/ajh/hpaf226","DOIUrl":"10.1093/ajh/hpaf226","url":null,"abstract":"<p><strong>Background: </strong>It is not well established whether blood pressure variability (BPV) is associated with risk of incident heart failure (HF) as well as with subclinical markers of HF and myocardial injury.We investigated these relationships in the Multi-Ethnic Study of Atherosclerosis (MESA).</p><p><strong>Methods: </strong>We examined the association between visit-to-visit BPV (estimated by variability independent of the mean-VIM) and HF in MESA (2000-2012), a community-based cohort study of 6,814 individuals free of clinical cardiovascular disease (including HF) at baseline, using Cox models and joint longitudinal-survival models. VIM was calculated from Exams 1-5. Serial measurements (Exams 1 and 5) of N-terminal pro-B-type natriuretic peptide (NT-proBNP) and high-sensitivity cardiac troponin-T (hs-cTnT) were used to test the early onset and directionality of the relationships by logistic regression.</p><p><strong>Results: </strong>Over a median of 9.4 years of follow-up, VIM-SBP was associated with HF in adjusted Cox models including CVD risk factors (HR = 1.33 [95% CI = 1.03-1.69]), as well as in joint longitudinal-survival models. BPV was associated with elevated Exam 5 NT-proBNP (> 125 pg/mL) after multivariable adjustment (VIM-SBP: OR = 1.26 [95% CI = 1.17-1.37]; VIM-DBP: OR = 1.23 [95% CI = 1.14-1.33]) and Exam 5 elevation in hs-cTnT (for VIM-SBP, OR = 1.27).</p><p><strong>Conclusions: </strong>BPV was associated with incident HF and longitudinal increases of subclinical markers of HF and myocardial injury in a multi-ethnic community-based cohort. These data indicate that visit-to-visit BPV may contribute to the development of HF.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12798817/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145522649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marieta P Theodorakopoulou, Fotini Iatridi, Artemios G Karagiannidis, Areti Georgiou, Sofia Manti, Antonios Karpetas, Panagiota Anyfanti, Eleni Gavriilaki, Pantelis Sarafidis
Background: Blood pressure (BP) present a diurnal pattern with a nocturnal decrease and an increase in early morning. Evidence suggests that an exaggerated morning BP surge is associated with higher cardiovascular risk. This is the first study evaluating the association between dialysis timing and morning BP surge in hemodialysis.
Methods: 113 patients dialyzed on the morning shift were age- and sex-matched in a 1:1 ratio with 113 patients dialyzed on the midday/evening shifts. All patients underwent 48-h ambulatory BP monitoring. Morning BP surge at the first and second days of the recording was calculated using three definitions: pre-awakening, sleep-trough and rising morning BP surge.
Results: The two groups were similar in terms of age, BMI and comorbidities. Morning shift patients presented higher mean sleep-through SBP/DBP surges (SBP: 18.71 ± 13.11 vs 14.22 ± 10.25mmHg, p = 0.005; DBP: 12.05 ± 8.04 vs 9.46 ± 8.53mmHg, p = 0.020) and higher mean pre-awakening SBP/DBP surges (SBP: 12.05 ± 8.04 vs 9.46 ± 8.53mmHg, p = 0.020; DBP: 10.16 ± 9.56 vs 6.53 ± 10.78mmHg, p = 0.008). No between-groups differences were observed in mean rising SBP surge. During the 1st 24-h period, morning shift patients showed higher pre-awakening SBP/DBP surges (SBP: 9.85 ± 11.15 vs 6.22 ± 11.77mmHg, p = 0.018) and, during the 2nd 24-h period, higher sleep-through SBP/DBP surges (SBP: 20.02 ± 18.17 vs 12.79 ± 12.91mmHg, p = 0.001; DBP: 12.49 ± 10.76 vs 9.64 ± 10.53, p = 0.046). Dipping patterns did not differ between groups.
Conclusions: Patients dialyzed on the morning shift exhibited significantly higher morning BP surge compared to the other two shifts. Future studies should confirm these observations and examine the need for individualizing the choice of dialysis shift for patients with specific circadian BP profiles.
背景:血压呈昼夜规律,夜间下降,清晨升高。有证据表明,早晨过度的血压飙升与较高的心血管风险有关。这是第一个评估透析时间与血液透析晨间血压升高之间关系的研究。方法:113例早班透析患者与113例中晚班透析患者按1:1的比例进行年龄和性别匹配。所有患者均行48小时动态血压监测。记录的第一天和第二天的晨间血压峰值采用唤醒前、睡眠期和晨间血压峰值三个定义计算。结果:两组在年龄、BMI和合并症方面相似。早班患者睡眠时平均收缩压/舒张压峰值较高(收缩压:18.71±13.11 vs 14.22±10.25mmHg, p = 0.005;舒张压:12.05±8.04 vs 9.46±8.53mmHg, p = 0.020),醒前平均收缩压/舒张压峰值较高(收缩压:12.05±8.04 vs 9.46±8.53mmHg, p = 0.020;舒张压:10.16±9.56 vs 6.53±10.78mmHg, p = 0.008)。各组间平均收缩压升高无差异。在第一个24小时内,早班患者表现出较高的醒前收缩压/舒张压峰值(收缩压:9.85±11.15 vs 6.22±11.77mmHg, p = 0.018),在第二个24小时内,睡眠时收缩压/舒张压峰值较高(收缩压:20.02±18.17 vs 12.79±12.91mmHg, p = 0.001;舒张压:12.49±10.76 vs 9.64±10.53,p = 0.046)。各组间浸出模式无差异。结论:与其他两个班次相比,在早班进行透析的患者表现出明显更高的晨间血压峰值。未来的研究应证实这些观察结果,并检查对具有特定昼夜血压谱的患者进行个体化透析班次选择的必要性。
{"title":"Association of dialysis shift with morning surge in blood pressure and dipping pattern.","authors":"Marieta P Theodorakopoulou, Fotini Iatridi, Artemios G Karagiannidis, Areti Georgiou, Sofia Manti, Antonios Karpetas, Panagiota Anyfanti, Eleni Gavriilaki, Pantelis Sarafidis","doi":"10.1093/ajh/hpaf218","DOIUrl":"https://doi.org/10.1093/ajh/hpaf218","url":null,"abstract":"<p><strong>Background: </strong>Blood pressure (BP) present a diurnal pattern with a nocturnal decrease and an increase in early morning. Evidence suggests that an exaggerated morning BP surge is associated with higher cardiovascular risk. This is the first study evaluating the association between dialysis timing and morning BP surge in hemodialysis.</p><p><strong>Methods: </strong>113 patients dialyzed on the morning shift were age- and sex-matched in a 1:1 ratio with 113 patients dialyzed on the midday/evening shifts. All patients underwent 48-h ambulatory BP monitoring. Morning BP surge at the first and second days of the recording was calculated using three definitions: pre-awakening, sleep-trough and rising morning BP surge.</p><p><strong>Results: </strong>The two groups were similar in terms of age, BMI and comorbidities. Morning shift patients presented higher mean sleep-through SBP/DBP surges (SBP: 18.71 ± 13.11 vs 14.22 ± 10.25mmHg, p = 0.005; DBP: 12.05 ± 8.04 vs 9.46 ± 8.53mmHg, p = 0.020) and higher mean pre-awakening SBP/DBP surges (SBP: 12.05 ± 8.04 vs 9.46 ± 8.53mmHg, p = 0.020; DBP: 10.16 ± 9.56 vs 6.53 ± 10.78mmHg, p = 0.008). No between-groups differences were observed in mean rising SBP surge. During the 1st 24-h period, morning shift patients showed higher pre-awakening SBP/DBP surges (SBP: 9.85 ± 11.15 vs 6.22 ± 11.77mmHg, p = 0.018) and, during the 2nd 24-h period, higher sleep-through SBP/DBP surges (SBP: 20.02 ± 18.17 vs 12.79 ± 12.91mmHg, p = 0.001; DBP: 12.49 ± 10.76 vs 9.64 ± 10.53, p = 0.046). Dipping patterns did not differ between groups.</p><p><strong>Conclusions: </strong>Patients dialyzed on the morning shift exhibited significantly higher morning BP surge compared to the other two shifts. Future studies should confirm these observations and examine the need for individualizing the choice of dialysis shift for patients with specific circadian BP profiles.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145480700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Out-of-office blood pressure (BP) monitoring is a critical component of modern hypertension diagnosis and management. Measuring BP outside of clinic reduces the stress response that contributes to white coat hypertension and also allows for the identification of masked hypertension, yielding more accurate cardiovascular disease (CVD) risk assessment and improved CVD prevention. Home BP monitoring and 24-hour ambulatory BP monitoring outperform office BP in predicting CVD outcomes and are cost-effective aspects to cardiovascular health promotion by preventing unnecessary treatment, reducing clinic visits, and lowering event-related costs. Despite these advantages, routine implementation remains limited due to patient, provider, and system-level barriers, including validated device access, workflow integration, patient-provider communication tools, and adherence. Efforts to minimize or eliminate these barriers are crucial to CVD prevention. Evidence is also needed to support alternative out-of-office BP measurement strategies, including community-based strategies, such as BP assessment by school nurses, pharmacists, or community health workers. The utility of these modalities in diagnosing and managing children with hypertension are greatly needed as the long-term prognostic data in this population are sparse. Expanding adoption and evidence for out-of-office monitoring is essential to optimize hypertension care and CVD risk reduction.
{"title":"Improving blood pressure management and control with out- of- office blood pressure monitoring.","authors":"James Nugent, Edem K Binka, Tammy M Brady","doi":"10.1093/ajh/hpaf222","DOIUrl":"https://doi.org/10.1093/ajh/hpaf222","url":null,"abstract":"<p><p>Out-of-office blood pressure (BP) monitoring is a critical component of modern hypertension diagnosis and management. Measuring BP outside of clinic reduces the stress response that contributes to white coat hypertension and also allows for the identification of masked hypertension, yielding more accurate cardiovascular disease (CVD) risk assessment and improved CVD prevention. Home BP monitoring and 24-hour ambulatory BP monitoring outperform office BP in predicting CVD outcomes and are cost-effective aspects to cardiovascular health promotion by preventing unnecessary treatment, reducing clinic visits, and lowering event-related costs. Despite these advantages, routine implementation remains limited due to patient, provider, and system-level barriers, including validated device access, workflow integration, patient-provider communication tools, and adherence. Efforts to minimize or eliminate these barriers are crucial to CVD prevention. Evidence is also needed to support alternative out-of-office BP measurement strategies, including community-based strategies, such as BP assessment by school nurses, pharmacists, or community health workers. The utility of these modalities in diagnosing and managing children with hypertension are greatly needed as the long-term prognostic data in this population are sparse. Expanding adoption and evidence for out-of-office monitoring is essential to optimize hypertension care and CVD risk reduction.</p>","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145476694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comment on: \"Effect of Combining Obtusifolin and Amlodipine on Their Antihypertensive Effects and its Potential Mechanism\".","authors":"Guiying You, Fei Xu, Yanru Gu","doi":"10.1093/ajh/hpaf221","DOIUrl":"https://doi.org/10.1093/ajh/hpaf221","url":null,"abstract":"","PeriodicalId":7578,"journal":{"name":"American Journal of Hypertension","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145476649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}