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Zhu M, Ouyang Z, Liu T, Ni W, Chen Z, Lin B, Lai L, Jing Y, Jiang L, Fan J. Exposure to low concentrations of PM 2.5 and its constituents with preterm birth in Shenzhen, China: a retrospective cohort study. BMC Public Health 2025; 25:1295. [PMID: 40197210 PMCID: PMC11974226 DOI: 10.1186/s12889-025-22489-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Accepted: 03/25/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Due to the Air Pollution Prevention and Control Measures issued by the Chinese government, air quality has significantly improved, particularly with respect to PM2.5. However, studies on the relationship between low concentrations of PM2.5 and preterm birth (PTB) remain limited in China. OBJECTIVE To examine the associations between low concentrations of PM2.5 and its constituents and PTB. METHODS This retrospective cohort study was conducted from July 2021 to April 2023 in Shenzhen, China. Data on questionnaires and pregnancy outcomes were collected for each participant. Using the Tracking Air Pollution in China (TAP) dataset, we assessed the concentrations of PM2.5 and its chemical constituents, including sulfate (SO42-), nitrate (NO3-), organic matter (OM), black carbon (BC), and ammonium (NH4+). We applied a generalized additive model (GAM) to evaluate the relationship. The relationship between exposure to PM2.5 and its constituents and PTB was further examined using a method that combined dummy variable settings with trend tests. Stratified analysis was conducted to explore the potential factors. RESULTS Among 17,240 live-born infants, the rate of PTB was 6.0%, and the average exposure concentration of PM2.5 was 20.24 μg/m3. There were positive associations between PM2.5 and its constituents and PTB. With each interquartile range (IQR) increase in PM2.5 during the third trimester, the risk of PTB increased by 2.23 times. The exposure effects of sulfate (SO42-) and organic matter (OM) were comparable to the total PM2.5. The third trimester might be the critical susceptibility window. The risk was higher among women who conceived in the cold season and were exposed to higher temperatures during pregnancy. CONCLUSION Even at low levels, PM2.5 can still increase the risk of PTB, with varying health effects attributed to different constituents. This underscores the importance of further strengthening environmental management and characterizing the contributions of PM2.5 sources.
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Affiliation(s)
- Minting Zhu
- School of Public Health, Southern Medical University, No.1023-1063, Shatai South Road, Baiyun District, Guangzhou, 510515, China.
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China.
| | - Zhongai Ouyang
- School of Public Health, Southern Medical University, No.1023-1063, Shatai South Road, Baiyun District, Guangzhou, 510515, China
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Tao Liu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, 510632, China
- China Greater Bay Area Research Center of Environmental Health, School of Medicine, Jinan University, Guangzhou, 510632, China
| | - Weigui Ni
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Zhijian Chen
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Bingyi Lin
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Lijuan Lai
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Yi Jing
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Long Jiang
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China
| | - Jingjie Fan
- Department of Preventive Healthcare, Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, No.2004 Hongli Road, Futian District, Shenzhen, 518028, China.
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Mudrovcic N, Tegnesjö E, Green RW, Jonsson M, Christersson C, Bergman L, Bergman K, Wikström AK, Hesselman S. Clinical Features of Myocardial Infarction in Women With a History of Preeclampsia: A Population-Based Cohort Study. Circ Cardiovasc Qual Outcomes 2025:e011442. [PMID: 40151932 DOI: 10.1161/circoutcomes.124.011442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 03/10/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND Preeclampsia is associated with an increased lifetime risk of myocardial infarction. This study explored whether there is a difference in the clinical features and severity of myocardial infarction in women with previous preeclampsia compared with women with no history of preeclampsia. METHODS This register-based cohort study combined data from the Swedish Medical Birth Register with data from the quality register the Swedish Web-System for Enhancement and Development of Evidence-Based Care in Heart Disease Evaluated According to Recommended Therapies. Women with a first singleton birth between 1973 and 2019 were included. The outcome of myocardial infarction was categorized as severe if it resulted in death within 7 days, cardiogenic shock, cardiac arrest, impaired left ventricular systolic function, mechanical complication, or ST-segment-elevation myocardial infarction. The association between preeclampsia and myocardial infarction was investigated using cause-specific hazard models. RESULTS Among 1 966 096 women with a first singleton birth, 82 980 (4.2%) had preeclampsia. Myocardial infarction was registered in 10 758 (0.5%) of the total population. One-third (n=3672, 34.1%) of myocardial infarctions had severe features and two-thirds (n=6996, 69.1%) were nonsevere. Preeclampsia was associated with increased risk of myocardial infarction, with an adjusted hazard ratio (HR) of 1.71 (95% CI, 1.50-1.94) for severe and 1.86 (95% CI, 1.71-2.04) for nonsevere myocardial infarction. Myocardial infarction in women with prior preeclampsia compared with women without preeclampsia was associated with a higher risk of death (HR, 3.00 [95% CI, 1.10-8.14]), cardiogenic shock (HR, 1.69 [95% CI, 1.11-2.58]), and impaired left ventricular systolic function (HR, 1.69 [95% CI, 1.11-2.58]), while no association was observed for cardiac arrest (HR, 1.37 [95% CI, 0.98-1.93]), ST-segment-elevation myocardial infarction (HR, 1.01 [95% CI, 0.86-1.18]), or mechanical complication (HR, 0.57 [95% CI, 0.08-4.15]). CONCLUSIONS Women with a history of preeclampsia have almost twice the risk of myocardial infarction. Myocardial infarction among women with prior preeclampsia more often results in death, cardiogenic shock, and impaired left ventricular systolic function than among women without preeclampsia.
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Affiliation(s)
- Neja Mudrovcic
- Departments of Women's and Children's Health, Uppsala University, Sweden. (N.M., E.T., M.J., A.-K.W., S.H.)
- Centre for Clinical Research Sörmland, Uppsala University, Eskilstuna, Sweden (N.M.)
| | - Elin Tegnesjö
- Departments of Women's and Children's Health, Uppsala University, Sweden. (N.M., E.T., M.J., A.-K.W., S.H.)
| | - Rasmus Walter Green
- Department of Clinical Science and Education, Karolinska Institute, Stockholm, Sweden (R.G.)
| | - Maria Jonsson
- Departments of Women's and Children's Health, Uppsala University, Sweden. (N.M., E.T., M.J., A.-K.W., S.H.)
| | | | - Lina Bergman
- Department of Obstetrics and Gynecology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden. (L.B.)
- Department of Obstetrics and Gynecology, Stellenbosch University, Cape Town, South Africa (L.B.)
| | - Karl Bergman
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden. (K.B.)
- Division of Cardiology, Department of Medicine, Tygerberg Hospital and Stellenbosch University, Cape Town, South Africa (K.B.)
| | - Anna-Karin Wikström
- Departments of Women's and Children's Health, Uppsala University, Sweden. (N.M., E.T., M.J., A.-K.W., S.H.)
| | - Susanne Hesselman
- Departments of Women's and Children's Health, Uppsala University, Sweden. (N.M., E.T., M.J., A.-K.W., S.H.)
- Centre for Clinical Research Dalarna, Uppsala University, Falun, Sweden (S.H.)
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Björk Javanshiri A, Modig S, Nymberg P, Calling S. Women's experience of gestational diabetes and healthcare in southern Sweden - a qualitative study. BMC Pregnancy Childbirth 2025; 25:224. [PMID: 40021994 PMCID: PMC11869633 DOI: 10.1186/s12884-025-07328-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 02/14/2025] [Indexed: 03/03/2025] Open
Abstract
BACKGROUND Gestational diabetes is one of the most common pregnancy complications, affecting 14% of all pregnancies globally, and its prevalence is increasing. Gestational diabetes is associated with short and long-term complications for both the mother and their offspring, which are possible to prevent by glycemic control mainly facilitated by healthy lifestyle behaviors. Hence, women diagnosed with gestational diabetes have a significant role in disease management which can be perceived as burdensome. Previous research has well documented the psychological implications of diagnosis in the women and the need for support from healthcare. Despite the global burden of disease associated with gestational diabetes, recent qualitative studies exploring women's experiences are scarce, particularly in Sweden. Thus, highlighting a critical gap in understanding the impact of this condition and the women's experiences of diagnosis and prenatal healthcare, which this study aimed to address. METHODS Purposive sampling was used to recruit women with previous gestational diabetes in southern Sweden. Individual interviews were held with 17 participants according to a semi-structured interview guide. The interviews were audio recorded and transcribed verbatim. Data analysis was conducted according to qualitative content analysis. RESULTS The analysis generated 10 subcategories, which were grouped into three categories labeled: "experience of diagnosis", "a complex relationship with food" and "experience of prenatal healthcare". One theme emerged: to suddenly become a patient as opposed to an expectant mother. Most women were initially overwhelmed by the diagnosis and its consequences. They felt that healthy eating was important, despite it limiting their everyday lives, which also revealed a complicated relationship with food. Women felt supported during pregnancy but abandoned after labor. They requested additional information and emotional support from healthcare personnel, increased awareness and understanding of the treatment burden of gestational diabetes, improved person-centered care, and collaboration between healthcare providers, particularly to ensure better support in reducing future risk of disease. CONCLUSIONS This study provides an understanding of women's experience of gestational diabetes and the care provided in southern Sweden. Their views could improve future care regarding both successful gestational diabetes management and post-pregnancy follow-up to prevent long-term adverse health outcomes.
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Affiliation(s)
- Amanda Björk Javanshiri
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden.
- Office for Primary Care, Skåne University Hospital, Lund, Sweden.
| | - Sara Modig
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
- Office for Primary Care, Skåne University Hospital, Lund, Sweden
| | - Peter Nymberg
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
- Office for Primary Care, Skåne University Hospital, Lund, Sweden
| | - Susanna Calling
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
- Office for Primary Care, Skåne University Hospital, Lund, Sweden
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Thakkar A, Pagidipati NJ. Adverse pregnancy outcomes and cardiovascular disease: family matters. Eur Heart J 2025; 46:746-748. [PMID: 39916373 DOI: 10.1093/eurheartj/ehae905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2025] Open
Affiliation(s)
- Aarti Thakkar
- Department of Medicine, Duke University School of Medicine, 2400 Pratt St, Durham, NC 27705, USA
| | - Neha J Pagidipati
- Department of Medicine, Duke University School of Medicine, 2400 Pratt St, Durham, NC 27705, USA
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5
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Birnie K, Howe LD, Jones T, Madley-Dowd P, Martin FZ, Forbes H, Redaniel MT, Cornish R, Magnus MC, Davies NM, Tilling K, Hughes AD, Lawlor DA, Fraser A. Life course trajectories of maternal cardiovascular disease risk factors by obstetric history: a UK cohort study using electronic health records. BMC Med 2025; 23:91. [PMID: 39948598 PMCID: PMC11827161 DOI: 10.1186/s12916-025-03937-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 02/07/2025] [Indexed: 02/16/2025] Open
Abstract
BACKGROUND Women who experience adverse pregnancy outcomes (APOs; gestational hypertension, preeclampsia (PE), gestational diabetes (GD), preterm birth (PTB), small or large for gestational age, miscarriage, multiple miscarriages, stillbirth, and offspring with major congenital anomalies) have increased risk of developing cardiovascular disease (CVD). We aimed to compare cardiometabolic health trajectories across the life course between women with and without APOs. METHODS We studied 187,186 women with a registered pregnancy in the UK Clinical Practice Research Datalink (CPRD) GOLD linked to Hospital Episode Statistics. Fractional polynomial multilevel models were used to compare trajectories of cardiometabolic risk factors (body mass index [BMI], blood pressure [BP], cholesterol, and glucose) between women with and without a history of APOs (individual APOs in any pregnancy and number of APOs). We explored two underlying time axes: (1) time relative to first pregnancy (from 10 years before first pregnancy to 15 years after) and (2) age. Models controlled for age at first pregnancy, residential area deprivation, non-singleton pregnancy, parity, smoking status, ethnicity, and medications use. RESULTS Women with a history of PE, gestational hypertension, or GD had higher BMI, BP, and glucose 10 years before first pregnancy compared to women without these APOs. These differences persisted 15 years post-first pregnancy. Women with a history of GD had a steeper post-partum rise in glucose. Women who experienced multiple (3 +) miscarriage, stillbirth, and/or medically indicated PTB had higher BP and BMI before and after pregnancy, with BP trajectories converging 15 years after first pregnancy. Women who experienced multiple APOs had the most adverse measurements across all cardiometabolic risk factors, with more unfavourable mean levels with each additional APO. There was little difference in cardiometabolic trajectories between women with and without a history of 1 or 2 miscarriages or congenital anomalies. CONCLUSIONS Women with APOs had adverse cardiometabolic profiles before first pregnancy, persisting up to 15 years post-pregnancy. Findings highlight the potential for targeted public health interventions to promote good cardiometabolic health in young adults transitioning from contraceptive use to planning pregnancies. APOs may identify young women who could benefit from monitoring CVD risk factors and interventions to improve cardiometabolic health.
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Affiliation(s)
- Kate Birnie
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK.
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK.
| | - Laura D Howe
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Timothy Jones
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
- The National Institute for Health Research and Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- Bristol Medical School, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Paul Madley-Dowd
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
- NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK
| | - Florence Z Martin
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Harriet Forbes
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
- Faculty of Epidemiology and Population HealthandDepartment of Non-Communicable Disease EpidemiologySchool of Hygiene and Tropical Medicine, London, UK
| | - Maria Theresa Redaniel
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
- The National Institute for Health Research and Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- National Cancer Registry Ireland, Cork, Ireland
| | - Rosie Cornish
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Maria C Magnus
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Neil M Davies
- Division of Psychiatry, University College London, London, UK
- Department of Statistical Sciences, University College London, London, UK
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Kate Tilling
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Alun D Hughes
- MRC Unit for Lifelong Health and Ageing at University College London, London, UK
- Department of Population Science and Experimental Medicine, Institute of Cardiovascular Science, University College London, London, UK
| | - Deborah A Lawlor
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Abigail Fraser
- MRC Integrative Epidemiology Unitat the , University of Bristol, Bristol, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
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Zhang J, Ren Y, Li B, Cao Q, Wang X, Yu H. Heart disease in pregnancy and adverse outcomes: an umbrella review. Front Med (Lausanne) 2025; 12:1489991. [PMID: 39975686 PMCID: PMC11836018 DOI: 10.3389/fmed.2025.1489991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 01/20/2025] [Indexed: 02/21/2025] Open
Abstract
Background Heart disease in pregnancy encompasses both congenital heart disease and maternal-acquired heart disease, both of which are associated with an increased risk of various adverse outcomes for mothers and their offspring. Objective The objective of the study was to review and summarize the evidence regarding the association between heart disease in pregnancy and adverse outcomes in mothers and their offspring. Data sources A comprehensive search was conducted in Embase, PubMed, Web of Science, and the Cochrane Database of Systematic Reviews from inception to March 2024. The protocol for this review was registered in PROSPERO (CRD42024519144). Study eligibility criteria This review included systematic reviews and meta-analyses that examined the association between heart disease in pregnancy and adverse outcomes for mothers and their offspring. Study appraisal and synthesis methods Data were independently extracted by two reviewers. The quality of the systematic reviews and meta-analyses was assessed using the A Measurement Tool to Assess Systematic Reviews 2 (AMSTAR2), while Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) was used to evaluate the strength of the evidence for each outcome. Results A total of 12 meta-analyses and systematic reviews were included, which documented 156 adverse outcomes for mothers and 65 adverse outcomes for offspring. Evidence was found for both primary and secondary adverse outcomes. Adverse outcomes for mothers were death, cardiac events (cardiac arrest, heart failure, surgery, arrhythmia, anesthesia or sedation, endocarditis, mitral regurgitation, myocardial infarction, NYHA III-IV, restenosis, syncope, and others), pulmonary events (respiratory failure, pulmonary edema, and respiratory support), embolism, cerebrovascular events, postpartum hemorrhage, arterial events, delivery mode, and hospital stay. Adverse outcomes for offspring were death, pregnancy loss, growth restriction, low birth weight, preterm birth, recurrence, and uncertainty. No publication bias was detected using Egger's test. The overall AMSTAR 2 confidence rating for the included meta-analyses and systematic reviews was moderate. The majority (55.3%) of the evidence evaluated by GRADE was of low quality, while the remaining outcomes were categorized as having "very low"-quality evidence. Conclusion Current evidence links heart disease during pregnancy to adverse maternal outcomes, including death and cardiac, pulmonary, and cerebrovascular events, as well as increased mortality risk for offspring. Many meta-analyses in this field have limitations that raise concerns about their validity, highlighting the need for high-quality prospective studies.
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Affiliation(s)
- Jiani Zhang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
| | - Yuxin Ren
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
| | - Bingjie Li
- Clinical Trial Center, National Medical Products Administration Key Laboratory for Clinical Research and Evaluation of Innovative Drugs, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qi Cao
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
- Department of Reproductive Medical Center, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaodong Wang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
| | - Haiyan Yu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
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Hall WL. Long chain n-3 polyunsaturated fatty acid intake across the life span for cardiovascular disease prevention in women. Proc Nutr Soc 2025; 84:98-109. [PMID: 38444046 DOI: 10.1017/s0029665124000181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
Cardiovascular diseases (CVDs) are a major health concern for women. Historically there has been a misconception that men are at greater risk because CVD tends to occur earlier in life compared to women. Clinical guidelines for prevention of heart disease are currently the same for both sexes, but accumulating evidence demonstrates that risk profiles diverge. In fact, several CVD risk factors confer an even greater risk in women relative to men, including high blood pressure, obesity, diabetes and raised triglycerides. Furthermore, many female-specific CVD risk factors exist, including early menarche, pregnancy complications, polycystic ovary syndrome, reproductive hormonal treatments and menopause. Little is known about how diet interacts with CVD risk factors at various stages of a woman’s life. Long chain (LC) n-3 polyunsaturated fatty acid (PUFA) intakes are a key dietary factor that may impact risk of CVD throughout the life course differentially in men and women. Oestrogen enhances conversion of the plant n-3 PUFA, alpha-linolenic acid, to LCn-3 PUFA. Increasing the frequency of oily fish consumption or LCn-3 PUFA supplementation may be important for reducing coronary risk during the menopausal transition, during which time oestrogen levels decline and the increase in CVD risk factors is accelerated. Women are under-represented in the evidence base for CVD prevention following LC n-3 PUFA supplementation. Therefore it is not clear whether there are sex differences in response to treatment. Furthermore, there is a lack of evidence on optimal intakes of LC n-3 PUFA across the lifespan for CVD prevention in women.
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Affiliation(s)
- Wendy Louise Hall
- Department of Nutritional Sciences, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
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Colello SS, Ittenbach RF, Klepczynski B, Mangeot C, Burnham N, Messersmith A, Kim YY, Gaynor JW, Lewey J. Cardiovascular Disease Among Women and Birthing Individuals After Delivering a Child With Congenital Heart Disease. JACC. ADVANCES 2025; 4:101434. [PMID: 39720582 PMCID: PMC11666928 DOI: 10.1016/j.jacadv.2024.101434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 10/20/2024] [Accepted: 10/24/2024] [Indexed: 12/26/2024]
Abstract
Background Individuals have a higher risk of cardiovascular disease later in life if they give birth to a child with congenital heart disease (CHD). The mechanism of this association has not been well documented. Objectives The authors aimed to describe the prevalence of cardiovascular disease and risk factors in women and birthing individuals 18 to 23 years after delivery of a child with CHD compared to normative data. Methods A cross-sectional survey was distributed to mothers whose infants with CHD had undergone cardiac surgery in 1998 to 2003 and previously enrolled in a prospective observational study. We compared rates of cardiovascular disease and risk factors to age- and sex-matched parous women and birthing individuals from National Health and Nutrition Examination Survey. Results An attempt was made to contact 533 mothers; 222 (42%) completed the survey. The mean age was 52 years, 86% were White, and 69% completed college. Common cardiovascular risk factors were high cholesterol (32%), hypertension (27%), preterm delivery (32%), and hypertensive disorder of pregnancy (13%). Overall, 15.3% reported presence of cardiovascular disease as defined by atherosclerotic cardiovascular disease, heart failure, valvular disease, or arrhythmia. A higher severity of child's CHD was significantly associated with self-reported maternal cardiovascular disease (P = 0.03). Compared to National Health and Nutrition Examination Survey participants, rates of atherosclerotic cardiovascular disease and cardiovascular risk factors were similar. Conclusions Women and birthing individuals whose children had CHD had similar rates of cardiovascular risk factors and disease at 18 to 23 years after delivery, compared to age- and sex-matched parous controls. Higher severity of child's CHD was associated with increased risk of maternal cardiovascular disease, an association that should be evaluated in future studies.
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Affiliation(s)
- Stephanie S. Colello
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Richard F. Ittenbach
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Brenna Klepczynski
- Division of Cardiothoracic Surgery, Department of Surgery, Children's Hospital of Philadelphia and the Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Colleen Mangeot
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center and University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Nancy Burnham
- Division of Cardiothoracic Surgery, Department of Surgery, Children's Hospital of Philadelphia and the Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrew Messersmith
- Department of Internal Medicine, Lewisgale Medical Center, Salem, Virginia, USA
| | - Yuli Y. Kim
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of Cardiology, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - J. William Gaynor
- Division of Cardiothoracic Surgery, Department of Surgery, Children's Hospital of Philadelphia and the Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jennifer Lewey
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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Ardissino M, Honigberg MC. Gestational diabetes and cardiovascular disease: lessons for primordial prevention in women and for interpreting Mendelian randomization studies. Eur Heart J 2024; 45:5168-5170. [PMID: 39523567 DOI: 10.1093/eurheartj/ehae745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Affiliation(s)
- Maddalena Ardissino
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
- National Heart and Lung Institute, Imperial College London, London, UK
- Medical Research Council, London Institute of Medical Sciences, Imperial College London, London, UK
| | - Michael C Honigberg
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, 185 Cambridge St. CPZN 3.187, Boston, MA 02114, USA
- Cardiology Division, Department of Medicine, Harvard Medical School, Boston, MA, USA
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LeBlanc ES, Brooks N, Davies M, Chatterjee R. Sex-Specific Cardiovascular Risk Factors and Treatment in Females With T2DM and CVD: Developments and Knowledge Gaps. J Clin Endocrinol Metab 2024; 109:e2167-e2177. [PMID: 39312230 DOI: 10.1210/clinem/dgae655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Indexed: 11/19/2024]
Abstract
PURPOSE There are large disparities in the impact of diabetes on cardiovascular disease (CVD) risk and outcomes by sex and gender. Achieving health equity requires understanding risks and medication efficacy in female patients, especially now, as novel pharmacologic treatments are transforming the diabetes and CVD treatment landscape. This review examines 2 bodies of research that can inform sex differences in CVD in patients with diabetes: female-specific risk factors for CVD and sex-related limitations of clinical trial research in evaluating novel diabetes and CVD treatments. METHODS Two literature searches were performed using Ovid Medline(R) All. The first retrieved manuscripts covering sex and gender differences related to CVD risk and therapies and diabetes. The second focused on randomized controlled trial data on sex/gender differences and GLP-1/SGLT-2/DPP-4 drugs. RESULTS Female-specific risk factors for CVD include early menarche, premature or early menopause, irregular cycles and polycystic ovary syndrome; pregnancy; adverse pregnancy outcomes; history of breast cancer; and autoimmune diseases. Clinical trials of novel pharmacological treatments for diabetes and CVD have undersampled female populations, and clinical characteristics of male and female participants have differed significantly. Thus, evidence to evaluate potential sex differences in treatment efficacy and side effects has been lacking. CONCLUSION To improve health of female patients with diabetes, sex-specific cardiovascular risk factors should be taken into account in screening and treatment decisions. Further, studies of cardiovascular and diabetes medications must ensure adequate representation by sex and report participant characteristics and outcomes by sex.
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Affiliation(s)
- Erin S LeBlanc
- Science Programs Department, Kaiser Permanente Center for Health Research NW, Portland, OR 97227, USA
| | - Neon Brooks
- Science Programs Department, Kaiser Permanente Center for Health Research NW, Portland, OR 97227, USA
| | - Melinda Davies
- Science Programs Department, Kaiser Permanente Center for Health Research NW, Portland, OR 97227, USA
| | - Ranee Chatterjee
- Department of Medicine, Duke University School of Medicine, Durham, NC 27701, USA
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Amer A, Ayoub A, Brousseau É, Auger N. Risk of severe influenza infection in women with a history of pregnancy complications: A longitudinal cohort study. PLoS One 2024; 19:e0313653. [PMID: 39536047 PMCID: PMC11560043 DOI: 10.1371/journal.pone.0313653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Risk factors for influenza complications in women are poorly understood. We examined the association between pregnancy outcomes and risk of influenza hospitalization up to three decades later. METHODS We analyzed a cohort of 1,421,531 pregnant women who delivered in Quebec, Canada between 1989 and 2021. Patients were followed over time beginning at the first delivery. The main exposure measures included obstetric complications such as preeclampsia, gestational diabetes, and preterm birth. The main outcome was influenza hospitalization up to 32 years later. We used adjusted Cox regression models to estimate hazard ratios (HR) and 95% confidence intervals (CI) for the association between obstetric complications and risk of influenza hospitalization following pregnancy. RESULTS A total of 4,016 women were hospitalized for influenza during 32 years of follow-up. Influenza hospitalization was more frequent among women with pregnancy complications than women without complications (18.0 vs 14.1 per 100,000 person-years). Compared with no pregnancy complication, women with gestational diabetes (HR 1.48, 95% CI 1.30-1.69), preeclampsia (HR 1.45, 95% CI 1.28-1.65), placental abruption (HR 1.36, 95% CI 1.12-1.66), preterm birth (HR 1.40, 95% CI 1.27-1.55), cesarean section (HR 1.22, 95% CI 1.13-1.31), and severe maternal morbidity (HR 1.43, 95% CI 1.22-1.68) had a greater risk of influenza hospitalization later in life. These pregnancy outcomes were associated with severe influenza infections requiring critical care. CONCLUSIONS Women with pregnancy complications have an elevated risk of severe influenza complications later in life and have potential to benefit from seasonal vaccination to prevent influenza hospitalization.
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Affiliation(s)
- Amira Amer
- Department of Social and Preventive Medicine, School of Public Health, University of Montreal, Montreal, Quebec, Canada
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada
| | - Aimina Ayoub
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada
- Institut national de Santé Publique du Québec, Montreal, Quebec, Canada
| | - Émilie Brousseau
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada
- Institut national de Santé Publique du Québec, Montreal, Quebec, Canada
| | - Nathalie Auger
- Department of Social and Preventive Medicine, School of Public Health, University of Montreal, Montreal, Quebec, Canada
- University of Montreal Hospital Research Centre, Montreal, Quebec, Canada
- Institut national de Santé Publique du Québec, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
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12
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Crump C, Sundquist J, Sundquist K. Long-Term Risk of Type 2 Diabetes After Preterm Delivery or Hypertensive Disorders of Pregnancy. Obstet Gynecol 2024; 144:697-705. [PMID: 38723259 PMCID: PMC11874906 DOI: 10.1097/aog.0000000000005604] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 04/04/2024] [Indexed: 10/19/2024]
Abstract
OBJECTIVE To examine long-term diabetes risk after preterm delivery or hypertensive disorders of pregnancy in a large population-based cohort. METHODS This retrospective cohort study included all women with a singleton delivery in Sweden during 1973-2015 and no preexisting diabetes mellitus. Participants were followed up for development of type 2 diabetes identified from nationwide outpatient and inpatient diagnoses through 2018. Cox regression was used to compute hazard ratios (HRs) for the association between preterm delivery or hypertensive disorders of pregnancy and type 2 diabetes with adjustment for gestational diabetes and other maternal factors. Co-sibling analyses assessed for confounding by shared familial (genetic or environmental) factors. RESULTS Overall, 2,184,417 women were included. Within 10 years after delivery, adjusted HRs for type 2 diabetes associated with specific pregnancy outcomes were as follows: any preterm delivery (before 37 weeks of gestation), 1.96 (95% CI, 1.83-2.09); extremely preterm delivery (22-27 weeks), 2.53 (95% CI, 2.03-3.16); and hypertensive disorders of pregnancy, 1.52 (95% CI, 1.43-1.63). All HRs remained significantly elevated (1.1-1.7-fold) 30-46 years after delivery. These findings were largely unexplained by shared familial factors. CONCLUSION In this large national cohort, preterm delivery and hypertensive disorders of pregnancy were associated with increased risk for type 2 diabetes up to 46 years later. Women with these pregnancy complications are candidates for early preventive actions and long-term monitoring for type 2 diabetes.
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Affiliation(s)
- Casey Crump
- Department of Family and Community Medicine and the Department of Epidemiology, University of Texas Health Science Center, Houston, Texas; and the Department of Clinical Sciences, Lund University, Malmö, Sweden
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Nilsson PM, Sundquist K, Sundquist J, Crump C, Li X. Sex ratio at birth across 100 years in Sweden and risk of cardiovascular disease and all-cause mortality - a national register study. Eur J Epidemiol 2024; 39:967-976. [PMID: 39004637 PMCID: PMC11470864 DOI: 10.1007/s10654-024-01137-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 06/18/2024] [Indexed: 07/16/2024]
Abstract
The human sex ratio at birth (SRB) undergoes temporary changes around a mean proportion of 0.51 male births. SRB has been well studied for historical, geographical, and secular trends, but until now not linked to health outcomes in the total population, e.g. for cardiovascular disease (CVD) or mortality during follow-up of birth cohorts. We used linkage analysis based on national registers in Sweden that cover all births from 1900 to 2016. SRB at birth was calculated by every 10-year birth cohort in all survivors living in 1997 for a follow-up analysis of risk of CVD and mortality with data from national registers. When the highest quartile of SRB was used as reference, a slightly increased risk of fatal CVD (HR 1.03 (95% confidence intervals, CI): 1.02-1.04), non-fatal CVD (HR 1.01; 95%CI: 1.01-1.02) and mortality (HR 1.02; 95%CI, 1.01-1.03) was found after full adjustments in men belonging to the lowest SRB quartile. A similar pattern was also found for fatal CHD in women. in the lowest SBR quartile compared to the highest, HR 1.03 (95%CI: 1.02-1.05). In conclusion, in birth cohorts with a relatively lower than expected number of males born, long-term adverse health effects were observed with slightly increased cardiovascular risk and total mortality at the population level. This could indicate that men belonging to so-called "culled cohorts" in a developed country during the 20th century are characterized by a slightly increased risk that could reflect negative early life influences and environmental exposures in pregnant women resulting in selective loss of male embryos or fetuses. In a public health perspective SRB could be of some importance to monitor as an aspect of birth statistics linked to relatively minor population health effects.
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Affiliation(s)
- Peter M Nilsson
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 15, floor 5, Malmö, Sweden.
| | - Kristina Sundquist
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 15, floor 5, Malmö, Sweden
- Centre for Primary Health Care Research, Skane University Hospital, Malmö, S-20502, Sweden
| | - Jan Sundquist
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 15, floor 5, Malmö, Sweden
- Centre for Primary Health Care Research, Skane University Hospital, Malmö, S-20502, Sweden
| | - Casey Crump
- Departments of Family and Community Medicine and of Epidemiology, The University of Texas Health Science Centre, Houston, TX, USA
| | - Xinjun Li
- Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms gata 15, floor 5, Malmö, Sweden
- Centre for Primary Health Care Research, Skane University Hospital, Malmö, S-20502, Sweden
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14
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Lewey J, Sheehan M, Bello NA, Levine LD. Cardiovascular Risk Factor Management After Hypertensive Disorders of Pregnancy. Obstet Gynecol 2024; 144:346-357. [PMID: 39146543 PMCID: PMC11328955 DOI: 10.1097/aog.0000000000005672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 05/23/2024] [Indexed: 08/17/2024]
Abstract
Hypertensive disorders of pregnancy (HDP) are associated with significantly increased risk of developing future cardiovascular disease (CVD). Obstetricians play a crucial role in CVD prevention for postpartum women and birthing people with HDP because they are primarily responsible for immediate postpartum management and can assist with care transitions to other health care practitioners for long-term management of CVD risk factors. Standardized calculators can be used to evaluate long-term CVD risk, which can help guide intensity of treatment. Emerging technologies such as remote blood pressure monitoring demonstrate promise for improving outcomes among patients with HDP. After HDP, all patients should be advised of their increased CVD risk. A plan should be made to initiate lifestyle modifications and antihypertensive therapy to achieve optimal blood pressure control with a target of lower than 130/80 mm Hg, assess lipids within 2-3 years of delivery, and evaluate for development of type 2 diabetes. Other CVD risk factors such as nicotine use should similarly be identified and addressed. In this review, we summarize the essential components of managing CVD risk after a pregnancy complicated by HDP, including blood pressure monitoring, risk stratification tools, and evidence-based lifestyle recommendations.
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Affiliation(s)
- Jennifer Lewey
- Division of Cardiology and the Pregnancy and Perinatal Research Center, Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania; and the Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
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15
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Chen A, Tan B, Du R, Chong YS, Zhang C, Koh AS, Li LJ. Gestational diabetes mellitus and development of intergenerational overall and subtypes of cardiovascular diseases: a systematic review and meta-analysis. Cardiovasc Diabetol 2024; 23:320. [PMID: 39198842 PMCID: PMC11360578 DOI: 10.1186/s12933-024-02416-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/19/2024] [Indexed: 09/01/2024] Open
Abstract
OBJECTIVE We aimed to summarize the association between gestational diabetes mellitus (GDM) and its intergenerational cardiovascular diseases (CVDs) impacts in both mothers and offspring post-delivery in existing literature. METHODS PubMed, Embase, Web of Science, and Scopus were utilized for searching publications between January 1980 and June 2024, with data extraction and meta-analysis continuing until 31 July 2024. Based on a predefined PROSPERO protocol, studies published as full-length, English-language journal articles that reported the presence of GDM during pregnancy and its association with any CVD development post-delivery were selected. All studies were evaluated using the Newcastle-Ottawa Scale. Maximally adjusted risk estimates were pooled using random-effects meta-analysis to assess the risk ratio (RR) of GDM, and overall and subtypes of CVDs in both mothers and offspring post-delivery. RESULTS The meta-analysis was based on 38 studies with a total of 77,678,684 participants. The results showed a 46% increased risk (RR 1.46, 95% CI 1.34-1.59) for mothers and a 23% increased risk (1.23, 1.05-1.45) for offspring of developing overall CVDs after delivery, following a GDM-complicated pregnancy. Our subgroup analysis revealed that mothers with a history of GDM faced various risks (20% to 2-fold) of developing different subtypes of CVDs, including cerebrovascular disease, coronary artery disease, heart failure, and venous thromboembolism. CONCLUSIONS These findings underscore the heightened risk of developing various CVDs for mothers and offspring affected by GDM, emphasizing the importance of preventive measures even right after birth to mitigate the burden of CVDs in these populations.
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Affiliation(s)
- Ashley Chen
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Breanna Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ruochen Du
- Statistics Unit, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yap Seng Chong
- Department of O&G, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Cuilin Zhang
- Department of O&G, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Global Centre for Asian Women's Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- School of Medicine, NUS Bia-Echo Asia Centre for Reproductive Longevity and Equality (ACRLE), Yong Loo Lin, National University of Singapore, Singapore, Singapore
| | - Angela S Koh
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Ling-Jun Li
- Department of O&G, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Global Centre for Asian Women's Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- School of Medicine, NUS Bia-Echo Asia Centre for Reproductive Longevity and Equality (ACRLE), Yong Loo Lin, National University of Singapore, Singapore, Singapore.
- Yong Loo Lin School of Medicine, Global Centre for Asian Women's Health, National University of Singapore, Singapore. 12 Science Drive 2, Level 16, Singapore, 117549, Singapore.
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16
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Crump C, Sundquist J, Sundquist K. In Reply. Obstet Gynecol 2024; 144:e44-e45. [PMID: 39024615 PMCID: PMC11875010 DOI: 10.1097/aog.0000000000005659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Affiliation(s)
- Casey Crump
- Department of Family and Community Medicine, The University of Texas Health Science Center, Houston, TX, USA
- Department of Epidemiology, The University of Texas Health Science Center, Houston, TX, USA
| | - Jan Sundquist
- Department of Family and Community Medicine, The University of Texas Health Science Center, Houston, TX, USA
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University, Malmö, Sweden
- University Clinic Primary Care Skåne, Region Skåne, Sweden
| | - Kristina Sundquist
- Department of Family and Community Medicine, The University of Texas Health Science Center, Houston, TX, USA
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University, Malmö, Sweden
- University Clinic Primary Care Skåne, Region Skåne, Sweden
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Ricci CA, Crysup B, Phillips NR, Ray WC, Santillan MK, Trask AJ, Woerner AE, Goulopoulou S. Machine learning: a new era for cardiovascular pregnancy physiology and cardio-obstetrics research. Am J Physiol Heart Circ Physiol 2024; 327:H417-H432. [PMID: 38847756 PMCID: PMC11442027 DOI: 10.1152/ajpheart.00149.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/31/2024] [Accepted: 05/31/2024] [Indexed: 06/10/2024]
Abstract
The maternal cardiovascular system undergoes functional and structural adaptations during pregnancy and postpartum to support increased metabolic demands of offspring and placental growth, labor, and delivery, as well as recovery from childbirth. Thus, pregnancy imposes physiological stress upon the maternal cardiovascular system, and in the absence of an appropriate response it imparts potential risks for cardiovascular complications and adverse outcomes. The proportion of pregnancy-related maternal deaths from cardiovascular events has been steadily increasing, contributing to high rates of maternal mortality. Despite advances in cardiovascular physiology research, there is still no comprehensive understanding of maternal cardiovascular adaptations in healthy pregnancies. Furthermore, current approaches for the prognosis of cardiovascular complications during pregnancy are limited. Machine learning (ML) offers new and effective tools for investigating mechanisms involved in pregnancy-related cardiovascular complications as well as the development of potential therapies. The main goal of this review is to summarize existing research that uses ML to understand mechanisms of cardiovascular physiology during pregnancy and develop prediction models for clinical application in pregnant patients. We also provide an overview of ML platforms that can be used to comprehensively understand cardiovascular adaptations to pregnancy and discuss the interpretability of ML outcomes, the consequences of model bias, and the importance of ethical consideration in ML use.
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Affiliation(s)
- Contessa A Ricci
- College of Nursing, Washington State University, Spokane, Washington, United States
- IREACH: Institute for Research and Education to Advance Community Health, Washington State University, Seattle, Washington, United States
- Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington, United States
| | - Benjamin Crysup
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science, Fort Worth, Texas, United States
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, Texas, United States
| | - Nicole R Phillips
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science, Fort Worth, Texas, United States
| | - William C Ray
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States
| | - Mark K Santillan
- Department of Obstetrics and Gynecology, University of Iowa Carver College of Medicine, Iowa City, Iowa, United States
| | - Aaron J Trask
- Center for Cardiovascular Research, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, United States
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States
| | - August E Woerner
- Department of Microbiology, Immunology and Genetics, University of North Texas Health Science, Fort Worth, Texas, United States
- Center for Human Identification, University of North Texas Health Science Center, Fort Worth, Texas, United States
| | - Styliani Goulopoulou
- Lawrence D. Longo Center for Perinatal Biology, Departments of Basic Sciences, Gynecology and Obstetrics, Loma Linda University, Loma Linda, California, United States
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18
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Crump C, Sundquist J, Sundquist K. Adverse Pregnancy Outcomes and Long-Term Mortality in Women. JAMA Intern Med 2024; 184:631-640. [PMID: 38619848 PMCID: PMC11019441 DOI: 10.1001/jamainternmed.2024.0276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/18/2024] [Indexed: 04/16/2024]
Abstract
Importance Women with adverse pregnancy outcomes, such as preterm delivery or preeclampsia, have higher future risks of cardiometabolic disorders; however, little is known about their long-term mortality risks. A better understanding of such risks is needed to facilitate early identification of high-risk women and preventive actions. Objective To determine long-term mortality risks associated with 5 major adverse pregnancy outcomes in a large population-based cohort of women. Design, Setting, and Participants This national cohort study in Sweden used the Swedish Medical Birth Register, containing prenatal and birth information for nearly all deliveries in Sweden since 1973, to identify women who had a singleton delivery during 1973 to 2015. All 2 195 667 such women with information for pregnancy duration and infant birth weight were included in the study. Data were analyzed from March to September 2023. Exposure Adverse pregnancy outcomes (preterm delivery, small for gestational age, preeclampsia, other hypertensive disorders, and gestational diabetes), identified from nationwide birth records. Main Outcome and Measures All-cause and cause-specific mortality through December 31, 2018. Cox regression was used to compute hazard ratios (HRs) for mortality associated with specific adverse pregnancy outcomes, adjusted for other maternal factors. Cosibling analyses assessed for confounding by shared familial (genetic or environmental) factors. Results In 56 million person-years of follow-up to a median (IQR) age of 52 (42-61) years, 88 055 women (4%) died (median [IQR] age at death, 59 [50-67] years). All 5 adverse pregnancy outcomes were independently associated with increased mortality. Across the entire follow-up (≤46 years after delivery), adjusted HRs for all-cause mortality associated with specific adverse pregnancy outcomes were as follows: gestational diabetes, 1.52 (95% CI, 1.46-1.58); preterm delivery, 1.41 (95% CI, 1.37-1.44); small for gestational age, 1.30 (95% CI, 1.28-1.32); other hypertensive disorders, 1.27 (95% CI, 1.19-1.37); and preeclampsia, 1.13 (95% CI, 1.10-1.16). All HRs remained significantly elevated even 30 to 46 years after delivery. These effect sizes were only partially (0%-45%) reduced after controlling for shared familial factors in cosibling analyses. Women who experienced multiple adverse pregnancy outcomes had further increases in risk. Several major causes of death were identified, including cardiovascular and respiratory disorders and diabetes. Conclusions and Relevance In this large national cohort study, women who experienced any of 5 major adverse pregnancy outcomes had increased mortality risks that remained elevated more than 40 years later. Women with adverse pregnancy outcomes need early preventive evaluation and long-term follow-up for detection and treatment of chronic disorders associated with premature mortality.
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Affiliation(s)
- Casey Crump
- Department of Family and Community Medicine, McGovern Medical School, The University of Texas Health Science Center, Houston
- Department of Epidemiology, School of Public Health, The University of Texas Health Science Center, Houston
| | - Jan Sundquist
- Department of Clinical Sciences, Lund University, Malmö, Sweden
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AlHumaid GA, Alshehri T, Alwalmani RM, Alsubaie RM, Alshehri AD, Aljoghaiman E, Gaffar B. Assessment of Oral Health Status and Pregnancy Outcomes Among Women in Saudi Arabia. Patient Prefer Adherence 2024; 18:1027-1038. [PMID: 38826504 PMCID: PMC11141704 DOI: 10.2147/ppa.s456721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 05/23/2024] [Indexed: 06/04/2024] Open
Abstract
Purpose Pregnant women witness many changes in the body as well as in the oral cavity with many factors influencing these changes. This study evaluated the relationship between oral health status, perceptions, and pregnancy outcomes. Methods A cross sectional study design was implemented to recruit a convenience sample of women attending Obstetrics and gynecology department in public hospitals in East and capital city of Saudi Arabia. To collect data, a validated self-administered questionnaire in English and Arabic was used. The questionnaire covered background information, perceived oral health status, and dental visits. Results About 64.4% of the 481 women recruited had dental problems, 49.7% reported deterioration in their oral health during pregnancy, and 17.5% reported adverse pregnancy outcomes. Only 40.7% of pregnant women rated their oral health as good, and only 22% visited a dentist during their pregnancy. Dentists were the most common source of oral health information (44.1%), followed by social media (38.9%). Dental problems during pregnancy were significantly associated with adverse outcomes (P=0.007). Oral health perceptions of pregnant women, not visiting the dentist during pregnancy, and gingival problems were also significantly associated with adverse pregnancy outcomes (P=0.001). Those with fair to poor oral health were twice as likely to experience adverse pregnancy outcome. Those who intended to visit the dentist during their pregnancy but did not do so, as well as those who did not visit the dentist at all were 12 and 9 times more likely to experience adverse pregnancy outcomes respectively. Conclusion Dental complaints during pregnancy, oral health perceptions, and a lack of dental visits were all linked to increased likelihood of adverse pregnancy outcomes. There is a need for interprofessional collaboration to dispel myths and encourage oral health care and regular dental visits during pregnancy.
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Affiliation(s)
| | - Turki Alshehri
- College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | | | | | | | - Eman Aljoghaiman
- Department of Preventive Dental Sciences, College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Balgis Gaffar
- Department of Preventive Dental Sciences, College of Dentistry, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Rogne T, Gill D. Adverse pregnancy outcomes and coronary artery disease risk: A negative control Mendelian randomization study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.11.24307192. [PMID: 38798395 PMCID: PMC11118587 DOI: 10.1101/2024.05.11.24307192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Background Adverse pregnancy outcomes are predictive for future cardiovascular disease risk, but it is unclear whether they play a causal role. We conducted a Mendelian randomization study with males as a negative control population to estimate the associations between genetic liability to adverse pregnancy outcomes and risk of coronary artery disease. Methods We extracted uncorrelated (R2<0.01) single-nucleotide polymorphisms strongly associated (p-value<5e-8) with miscarriage, gestational diabetes, hypertensive disorders of pregnancy, preeclampsia, placental abruption, poor fetal growth and preterm birth from relevant genome-wide association studies. Genetic associations with risk of coronary artery disease were extracted separately for females and males. The main analysis was the inverse-variance weighted analysis, while MR Egger, weighted median and weighted mode regression, bidirectional analyses, and the negative control population with males were sensitivity analyses to evaluate bias due to genetic pleiotropy. Results The number of cases for the adverse pregnancy outcomes ranged from 691 (182,824 controls) for placental abruption to 49,996 (174,109 controls) for miscarriage, and there were 22,997 (310,499 controls) and 54,083 (240,453 controls) cases of coronary artery disease for females and males, respectively. We observed an association between genetic liability to hypertensive disorders of pregnancy and preeclampsia, and to some extent gestational diabetes, poor fetal growth and preterm birth, with an increased risk of coronary artery disease among females, which was supported by the MR Egger, weighted median and weighted mode regressions. However, in the negative control population of males, we observed largely the same associations as for females. Conclusions The associations between adverse pregnancy outcomes and coronary artery disease risk were likely driven by confounding (e.g., shared genetic liability). Thus, our study does not support the hypothesis that adverse pregnancy outcomes are causal risk factors for cardiovascular diseases.
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Affiliation(s)
- Tormod Rogne
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
- Center for Perinatal, Pediatric and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
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Johnson PA. Science and Sex-A Bold Agenda for Women's Health. JAMA Intern Med 2024; 184:461-462. [PMID: 38497978 DOI: 10.1001/jamainternmed.2024.0174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
This Viewpoint examines why investigators should address women’s health in all biomedical and health-related research.
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Hippisley-Cox J, Coupland CAC, Bafadhel M, Russell REK, Sheikh A, Brindle P, Channon KM. Development and validation of a new algorithm for improved cardiovascular risk prediction. Nat Med 2024; 30:1440-1447. [PMID: 38637635 PMCID: PMC11108771 DOI: 10.1038/s41591-024-02905-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 03/04/2024] [Indexed: 04/20/2024]
Abstract
QRISK algorithms use data from millions of people to help clinicians identify individuals at high risk of cardiovascular disease (CVD). Here, we derive and externally validate a new algorithm, which we have named QR4, that incorporates novel risk factors to estimate 10-year CVD risk separately for men and women. Health data from 9.98 million and 6.79 million adults from the United Kingdom were used for derivation and validation of the algorithm, respectively. Cause-specific Cox models were used to develop models to predict CVD risk, and the performance of QR4 was compared with version 3 of QRISK, Systematic Coronary Risk Evaluation 2 (SCORE2) and atherosclerotic cardiovascular disease (ASCVD) risk scores. We identified seven novel risk factors in models for both men and women (brain cancer, lung cancer, Down syndrome, blood cancer, chronic obstructive pulmonary disease, oral cancer and learning disability) and two additional novel risk factors in women (pre-eclampsia and postnatal depression). On external validation, QR4 had a higher C statistic than QRISK3 in both women (0.835 (95% confidence interval (CI), 0.833-0.837) and 0.831 (95% CI, 0.829-0.832) for QR4 and QRISK3, respectively) and men (0.814 (95% CI, 0.812-0.816) and 0.812 (95% CI, 0.810-0.814) for QR4 and QRISK3, respectively). QR4 was also more accurate than the ASCVD and SCORE2 risk scores in both men and women. The QR4 risk score identifies new risk groups and provides superior CVD risk prediction in the United Kingdom compared with other international scoring systems for CVD risk.
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Affiliation(s)
- Julia Hippisley-Cox
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK.
| | - Carol A C Coupland
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
- Centre for Academic Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Mona Bafadhel
- King's Centre for Lung Health, School of Immunology and Microbial Sciences, Faculty of Life Science and Medicine, King's College London, London, UK
| | - Richard E K Russell
- King's Centre for Lung Health, School of Immunology and Microbial Sciences, Faculty of Life Science and Medicine, King's College London, London, UK
| | - Aziz Sheikh
- Nuffield Department of Primary Health Care Sciences, University of Oxford, Oxford, UK
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Peter Brindle
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Keith M Channon
- British Heart Foundation Centre of Research Excellence, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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Tschiderer L, van der Schouw YT, Burgess S, Bloemenkamp KWM, Seekircher L, Willeit P, Onland-Moret C, Peters SAE. Hypertensive disorders of pregnancy and cardiovascular disease risk: a Mendelian randomisation study. Heart 2024; 110:710-717. [PMID: 38148158 PMCID: PMC11103302 DOI: 10.1136/heartjnl-2023-323490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/27/2023] [Indexed: 12/28/2023] Open
Abstract
OBJECTIVE Observational studies show that hypertensive disorders of pregnancy (HDPs) are related to unfavourable maternal cardiovascular disease (CVD) risk profiles later in life. We investigated whether genetic liability to pre-eclampsia/eclampsia and gestational hypertension is associated with CVD risk factors and occurrence of CVD events. METHODS We obtained genetic associations with HDPs from a genome-wide association study and used individual participant data from the UK Biobank to obtain genetic associations with CVD risk factors and CVD events (defined as myocardial infarction or stroke). In our primary analysis, we applied Mendelian randomisation using inverse-variance weighted regression analysis in ever pregnant women. In sensitivity analyses, we studied men and nulligravidae to investigate genetic liability to HDPs and CVD risk without the ability to experience the underlying phenotype. RESULTS Our primary analysis included 221 155 ever pregnant women (mean age 56.8 (SD 7.9) years) with available genetic data. ORs for CVD were 1.20 (1.02 to 1.41) and 1.24 (1.12 to 1.38) per unit increase in the log odds of genetic liability to pre-eclampsia/eclampsia and gestational hypertension, respectively. Furthermore, genetic liability to HDPs was associated with higher levels of systolic and diastolic blood pressure and younger age at hypertension diagnosis. Sensitivity analyses revealed no statistically significant differences when comparing the findings with those of nulligravidae and men. CONCLUSIONS Genetic liability to HDPs is associated with higher CVD risk, lower blood pressure levels and earlier hypertension diagnosis. Our study suggests similar findings in ever pregnant women, nulligravidae and men, implying biological mechanisms relating to HDPs are causally related to CVD risk.
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Affiliation(s)
- Lena Tschiderer
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
| | - Yvonne T van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Stephen Burgess
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
| | - Kitty W M Bloemenkamp
- Department of Obstetrics, Division Women and Baby, Birth Centre, Wilhelmina Children Hospital, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Lisa Seekircher
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
| | - Peter Willeit
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Sanne A E Peters
- Julius Center for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, The Netherlands
- The George Institute for Global Health, School of Public Health, Imperial College London, London, UK
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
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24
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Lailler G, Grave C, Gabet A, Joly P, Regnault N, Deneux‐Tharaux C, Tstsaris V, Plu‐Bureau G, Kretz S, Blacher J, Olie V. Early Mortality, Cardiovascular, and Renal Diseases in Women's Lives Following Hypertensive Disorders of Pregnancy: The Prospective Nationwide Study CONCEPTION. J Am Heart Assoc 2024; 13:e033252. [PMID: 38563390 PMCID: PMC11262502 DOI: 10.1161/jaha.123.033252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/27/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND We aimed to evaluate the impact of hypertensive disorders of pregnancy occurrence, recurrence, onset time, and severity on mortality and on a wide range of cardiovascular outcomes in France. METHODS AND RESULTS CONCEPTION (Cohort of Cardiovascular Diseases in Pregnancy) is a French nationwide prospective cohort using data from the National Health Data System. We included all women in CONCEPTION with no history of a cardiovascular event who delivered in France for the first time between 2010 and 2018 (N=2 819 655). Hypertensive disorders of pregnancy and cardiovascular outcomes during the study follow-up were identified using algorithms combining International Classification of Diseases, Tenth Revision (ICD-10) coded diagnoses during hospitalization and purchases of medication between 2010 and 2021. We fitted Cox models with time-varying exposure to assess the associations of hypertensive disorders of pregnancy with mortality and cardiovascular events. Women with gestational hypertension had a 1.25- to 2-fold higher risk of stroke, acute coronary syndrome, peripheral arterial disease, pulmonary embolism, and chronic kidney disease, and a 2- to 4-fold higher risk of rhythm and conduction disorder and heart failure. Women with preeclampsia had a 1.35- to 2-fold higher risk of rhythm or conduction disorder and pulmonary embolism during follow-up; a 2- to 4-fold higher risk of stroke, acute coronary syndrome, and peripheral arterial disease; and a 7- to 9-fold higher risk of heart failure and chronic kidney disease. They were 1.8 times more likely to die and 4.4 times more likely to die of cardiovascular causes. CONCLUSIONS Hypertensive disorders of pregnancy drastically increase the risk of mortality, cardiovascular, and renal events early after pregnancy. Recurrent, severe, and early-onset preeclampsia further increases this risk.
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Affiliation(s)
- Grégory Lailler
- Santé Publique FranceSaint‐MauriceFrance
- Université Paris EstCréteilFrance
| | | | | | - Pierre Joly
- Centre Inserm U1219—Bordeaux Population HealthUniversité de Bordeaux—ISPEDBordeauxFrance
| | | | - Catherine Deneux‐Tharaux
- Obstetrical Perinatal and Pediatric Epidemiology Research TeamEPOPé, Centre for Epidemiology and Statistics Sorbonne Paris Cité (CRESS), INSERMParisFrance
- Université Paris CitéParisFrance
| | - Vassilis Tstsaris
- Obstetrical Perinatal and Pediatric Epidemiology Research TeamEPOPé, Centre for Epidemiology and Statistics Sorbonne Paris Cité (CRESS), INSERMParisFrance
- Maternité Port‐RoyalFHU PREMA, Assistance Publique Hôpitaux de Paris, Hôpital CochinParisFrance
| | - Geneviève Plu‐Bureau
- Obstetrical Perinatal and Pediatric Epidemiology Research TeamEPOPé, Centre for Epidemiology and Statistics Sorbonne Paris Cité (CRESS), INSERMParisFrance
- Université Paris CitéParisFrance
- Unité de Gynécologie MédicaleAPHP, Hôpital Port‐Royal CochinParisFrance
| | - Sandrine Kretz
- Centre de Diagnostic et de ThérapeutiqueHôtel Dieu, AP‐HPParisFrance
| | - Jacques Blacher
- Université Paris CitéParisFrance
- Centre de Diagnostic et de ThérapeutiqueHôtel Dieu, AP‐HPParisFrance
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Wändell P, Crump C, Li X, Stattin NS, Carlsson AC, Sundquist J, Sundquist K. Hypertension in Pregnancy Among Immigrant and Swedish Women: A Cohort Study of All Pregnant Women in Sweden. J Am Heart Assoc 2024; 13:e031125. [PMID: 38366326 PMCID: PMC10944082 DOI: 10.1161/jaha.123.031125] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 01/03/2024] [Indexed: 02/18/2024]
Abstract
BACKGROUND Little is known about risks of hypertensive disorders of pregnancy in both first- and second-generation immigrant women in Europe and other Western countries; such knowledge may help elucidate the influence of genetic versus social factors on such risks. We aimed to study both first- and second-generation immigrant women for the presence of all types of hypertension (preexisting hypertension, gestational hypertension, preeclampsia, and eclampsia) during pregnancy. METHODS AND RESULTS A cohort study was conducted using data derived from the Swedish National Birth Register, the National Patient Register, and the Total Population Register. We used Cox regression analysis to compute hazard ratios (HRs) and 99% CIs while adjusting for sociodemographic factors and comorbidities. The first-generation study included a total of 1 084 212 deliveries and 68 311 hypertension cases, and the second-generation study included 989 986 deliveries and 67 505 hypertension cases. The fully adjusted HR (with 99% CI) for hypertension in pregnancy among first-generation immigrant women was 0.69 (0.66-0.72), and among second-generation immigrant women, it was 0.88 (0.86-0.91), compared with Swedish-born women with 2 Swedish-born parents. Women born in Finland or with parent(s) from Finland had higher risks, with fully adjusted HRs (99% CIs) of 1.30 (1.18-1.43) and 1.12 (1.07-1.17), respectively. CONCLUSIONS Both first- and second-generation immigrant women had overall lower risks of hypertension in pregnancy compared with other Swedish women. However, the risk reduction was less pronounced in second-generation compared with first-generation immigrant women, suggesting that environmental factors in Sweden may have an important influence on risk of hypertension during pregnancy.
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Affiliation(s)
- Per Wändell
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and SocietyKarolinska InstitutetHuddingeSweden
| | - Casey Crump
- Department of Family and Community Medicine and of Epidemiology, Human Genetics and Environmental SciencesThe University of Texas Health Science CenterHoustonTX
| | - Xinjun Li
- Center for Primary Health Care ResearchLund UniversityMalmöSweden
| | - Nouha Saleh Stattin
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and SocietyKarolinska InstitutetHuddingeSweden
- Academic Primary Health Care CentreStockholmSweden
| | - Axel C. Carlsson
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and SocietyKarolinska InstitutetHuddingeSweden
- Academic Primary Health Care CentreStockholmSweden
| | - Jan Sundquist
- Department of Family and Community Medicine and of Epidemiology, Human Genetics and Environmental SciencesThe University of Texas Health Science CenterHoustonTX
- Center for Primary Health Care ResearchLund UniversityMalmöSweden
- Center for Community‐Based Healthcare Research and Education, Department of Functional PathologySchool of Medicine, Shimane UniversityMatsueJapan
| | - Kristina Sundquist
- Department of Family and Community Medicine and of Epidemiology, Human Genetics and Environmental SciencesThe University of Texas Health Science CenterHoustonTX
- Center for Primary Health Care ResearchLund UniversityMalmöSweden
- Center for Community‐Based Healthcare Research and Education, Department of Functional PathologySchool of Medicine, Shimane UniversityMatsueJapan
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26
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Inversetti A, Pivato CA, Cristodoro M, Latini AC, Condorelli G, Di Simone N, Stefanini G. Update on long-term cardiovascular risk after pre-eclampsia: a systematic review and meta-analysis. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2024; 10:4-13. [PMID: 37974053 DOI: 10.1093/ehjqcco/qcad065] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/16/2023] [Accepted: 11/15/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND/INTRODUCTION There is a need for further studies on the cardiovascular risk of women experiencing pre-eclampsia (PE). PURPOSE To update the literature regarding the association between a history of PE and subsequent cardiovascular diseases, including cardiovascular death, coronary heart diseases, heart failure, and stroke, focusing on the trend in the effect size (ES) estimates over time. METHODS AND RESULTS Following PRISMA guidelines, from inception to May 2023, we performed a systematic review of PubMed, MEDLINE, Scopus, and EMBASE. Randomized, cohort, or case-control studies in English were included if fulfiling the following criteria:(i) The association between PE and subsequent cardiovascular disease was adjusted for clinically relevant variables, (ii) the presence of a control group, and (iii) at least 1 year of follow-up. Pooled adjusted ESs and 95% confidence intervals (CIs) were used as effect estimates and calculated with a random-effect model. Twenty-two studies met the inclusion criteria. PE was associated with a higher risk of cardiovascular death (ES 2.08, 95% CI 1.70-2.54, I2 56%, P < 0.00001), coronary artery diseases (ES 2.04, 95% CI 1.76-2.38, I2 87%, P < 0.00001), heart failure (ES 2.47, 95% CI 1.89-3.22, I2 83%, P < 0.00001), and stroke (ES 1.75, 95% CI 1.52-2.02, I2 72%, P < 0.00001) after adjusting for potential confounders. This risk is evident in the first 1-to-3 years of follow-up and remains significant until 39 years of follow-up. CONCLUSIONS Compared to women who experienced a normal pregnancy, those suffering from PE have about double the risk of lifetime cardiovascular disease.
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Affiliation(s)
- Annalisa Inversetti
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Carlo Andrea Pivato
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Martina Cristodoro
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Alessia Chiara Latini
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Gianluigi Condorelli
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Nicoletta Di Simone
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
| | - Giulio Stefanini
- Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, via Manzoni 56, 20089 Rozzano, Milan, Italy
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Kivelä A, Heinonen S, Kivinen K, Kere J, Kajantie E, Jääskeläinen T, Laivuori H. Hypertensive pregnancy complications and maternal characteristics as predictors of cardiovascular health within ten years after delivery. Pregnancy Hypertens 2023; 34:5-12. [PMID: 37708664 DOI: 10.1016/j.preghy.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/01/2023] [Accepted: 09/01/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE To identify the combination of maternal characteristics in women with hypertensive disorders of pregnancy (HDP) associated with hypertensive and other cardiovascular diseases (CVDs) within ten years following delivery. The aim is to understand who should receive the most intensive primary cardiovascular disease prevention. STUDY DESIGN A prospective cohort study. MAIN OUTCOME The population was the FINNPEC cohort (2008-2011), including women with (n = 1837) and without (n = 847) HDP. The main exposures were maternal hypertensive pregnancy complications linked with maternal pregnancy data from hospital records. The outcomes were hypertensive diseases and other CVDs (International Classification of Diseases, Tenth Revision). RESULTS Women with de novo pre-eclampsia (PE) had an elevated risk for hypertensive diseases within ten years following delivery. The risk of CVD was increased in women with superimposed PE and chronic hypertension (CHT) only. Women with de novo PE and hypertensive diseases were more often primiparous (41.4% vs. 23.0%, p = 0.020), had gestational diabetes (GDM) (31.0% vs. 11.7%, p = 0.002), and higher pre-pregnancy body mass index (BMI) (28.7 ± 5.8 vs. 24.6 ± 4.8 kg/m2, p = 0.001), compared with women who remained normotensive. Women with superimposed PE with CVD had more likely early-onset PE, preterm delivery and were older than women without later CVD. CONCLUSIONS Healthcare professionals should target early prevention of CVDs in women with chronic hypertension during pregnancy; of those who developed superimposed PE prior to 34th weeks of gestation and who delivered preterm. Women with de novo PE who are overweight/obese, primiparous, and with concurrent GDM need regular blood pressure monitoring.
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Affiliation(s)
- Anni Kivelä
- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Seppo Heinonen
- Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | | | - Juha Kere
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden; Stem Cells and Metabolism Research Program, University of Helsinki and Folkhälsan Research Center, Helsinki, Finland
| | - Eero Kajantie
- Clinical Medicine Research Unit, MRC, Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway; Population Health Unit, Finnish Institute for Health and Welfare, Helsinki and Oulu, Finland and Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Tiina Jääskeläinen
- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Hannele Laivuori
- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Center for Child, Adolescent, and Maternal Health Research, Faculty of Medicine and Health Technology, Tampere University and Department of Obstetrics and Gynecology, Tampere University Hospital, Tampere, Finland; Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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28
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Bailey EJ, Tita ATN, Leach J, Boggess K, Dugoff L, Sibai B, Lawrence K, Hughes BL, Bell J, Aagaard K, Edwards RK, Gibson K, Haas DM, Plante L, Metz TD, Casey BM, Esplin S, Longo S, Hoffman M, Saade GR, Foroutan J, Tuuli MG, Owens MY, Simhan HN, Frey HA, Rosen T, Palatnik A, Baker S, August P, Reddy UM, Kinzler W, Su EJ, Krishna I, Nguyen N, Norton ME, Skupski D, El-Sayed YY, Ogunyemi D, Galis ZS, Harper L, Ambalavanan N, Oparil S, Kuo HC, Szychowski JM, Hoppe K. Perinatal Outcomes Associated With Management of Stage 1 Hypertension. Obstet Gynecol 2023; 142:1395-1404. [PMID: 37769314 PMCID: PMC10840706 DOI: 10.1097/aog.0000000000005410] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 06/29/2023] [Indexed: 09/30/2023]
Abstract
OBJECTIVE To evaluate the association between maternal blood pressure (BP) below 130/80 mm Hg compared with 130-139/80-89 mm Hg and pregnancy outcomes. METHODS We conducted a planned secondary analysis of CHAP (Chronic Hypertension and Pregnancy), an open label, multicenter, randomized controlled trial. Participants with mean BP below 140/90 mm Hg were grouped as below 130/80 mm Hg compared with 130-139/80-89 mm Hg by averaging postrandomization clinic BP throughout pregnancy. The primary composite outcome was preeclampsia with severe features, indicated preterm birth before 35 weeks of gestation, placental abruption, or fetal or neonatal death. The secondary outcome was small for gestational age (SGA). RESULTS Of 2,408 patients in CHAP, 2,096 met study criteria; 1,328 had mean BP 130-139/80-89 mm Hg and 768 had mean BP below 130/80 mm Hg. Participants with mean BP below 130/80 mm Hg were more likely to be older, on antihypertensive medication, in the active treatment arm, and to have lower BP at enrollment. Mean clinic BP below 130/80 mm Hg was associated with lower frequency of the primary outcome (16.0% vs 35.8%, adjusted relative risk 0.45; 95% CI 0.38-0.54) as well as lower risk of severe preeclampsia and indicated birth before 35 weeks of gestation. There was no association with SGA. CONCLUSION In pregnant patients with mild chronic hypertension, mean BP below 130/80 mm Hg was associated with improved pregnancy outcomes without increased risk of SGA. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov , NCT02299414.
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Affiliation(s)
- Erin J Bailey
- Departments of Obstetrics and Gynecology, University of Wisconsin, Madison, and Medical College of Wisconsin, Milwaukee, Wisconsin, University of Alabama at Birmingham, Birmingham, and University of South Alabama, Mobile, Alabama, University of North Carolina at Chapel Hill, Chapel Hill, and Duke University, Durham, North Carolina, University of Pennsylvania and Drexel University College of Medicine, Philadelphia, St. Luke's University Health Network, Fountain Hill, and Magee Women's Hospital and University of Pittsburgh, Pittsburgh, Pennsylvania, University of Texas at Houston, Baylor College of Medicine, and Texas Children's Hospital, Houston, UTSouthwestern Medical Center, Dallas, and University of Texas Medical Branch, Galveston, Texas, Columbia University, New York, NYU Langone Hospital-Long Island, Mineola, and NewYork-Presbyterian Queens Hospital, Queens, New York, University of Oklahoma Health Sciences, Oklahoma City, Oklahoma, Indiana University, Indianapolis, Indiana, University of Utah Health, Salt Lake City, Utah, Washington University in St. Louis, St. Louis, Missouri, University of Mississippi Medical Center, Jackson, Mississippi, The Ohio State University, Columbus, Ohio, Rutgers University-Robert Wood Johnson Medical School, New Brunswick, New Jersey, Yale University, New Haven, Connecticut, University of Colorado, Aurora, and Denver Health, Denver, Colorado, Emory University, Atlanta, Georgia, University of California, San Francisco, San Francisco, Stanford University, Palo Alto, and Arrowhead Regional Medical Center, Colton, California, and Beaumont Hospital, Royal Oak, Michigan; the Department of Biostatistics, the Division of Neonatology, Department of Pediatrics, the Division of Cardiovascular Disease, Department of Medicine, and the Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, Alabama; MetroHealth System, Cleveland, Ohio; Intermountain Healthcare, Salt Lake City, Utah; Ochsner Baptist Medical Center, New Orleans, Louisiana; Christiana Care Health Services, Newark, Delaware; St. Peter's University Hospital, New Brunswick, New Jersey; Weill Cornell Medicine, New York, New York; Zuckerberg San Francisco General Hospital, San Francisco, California; the Division of Cardiovascular Sciences, NHLBI, Bethesda, Maryland; and the Department of Women's Health, University of Texas at Austin, Austin, Texas
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29
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Tschiderer L, van der Schouw YT, Burgess S, Bloemenkamp KWM, Seekircher L, Willeit P, Onland-Moret NC, Peters SAE. Hypertensive disorders of pregnancy and cardiovascular disease risk: A Mendelian Randomisation study. Eur Heart J 2023; 44:655.2726. [PMID: 38304335 PMCID: PMC7615585 DOI: 10.1093/eurheartj/ehad655.2726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2024] Open
Abstract
Objective Observational studies show that hypertensive disorders of pregnancy (HDPs) are related to unfavourable maternal cardiovascular disease (CVD) risk profiles later in life. We investigated whether genetic liability to pre-eclampsia/eclampsia and gestational hypertension is associated with CVD risk factors and occurrence of CVD events. Methods We obtained genetic associations with HDPs from a genome-wide association study and used individual-participant-data from the UK Biobank to obtain genetic associations with CVD risk factors and CVD events (defined as myocardial infarction or stroke). In our primary analysis, we applied Mendelian Randomisation using inverse-variance weighted regression analysis in ever pregnant women. In sensitivity analyses, we studied men and nulligravidae to investigate genetic liability to HDPs and CVD risk without the ability to experience the underlying phenotype. Results Our primary analysis included 221,155 ever pregnant women (mean age 56.8 [SD 7.9]) with available genetic data. Odds ratios for CVD were 1.20 (1.02-1.41) and 1.24 (1.12-1.38) per unit increase in the log odds of genetic liability to pre-eclampsia/eclampsia and gestational hypertension, respectively. Furthermore, genetic liability to HDPs was associated with higher levels of systolic and diastolic blood pressure and younger age at hypertension diagnosis. Sensitivity analyses revealed no statistically significant differences when comparing the findings to those of nulligravidae and men. Conclusions Genetic liability to HDPs is associated with higher CVD risk, lower blood pressure levels, and earlier hypertension diagnosis. Our study suggests similar findings in ever pregnant women, nulligravidae and men, implying biological mechanisms relating to HDPs are causally related to CVD risk.
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Affiliation(s)
- Lena Tschiderer
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Yvonne T van der Schouw
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Stephen Burgess
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
- Heart and Lung Research Institute, University of Cambridge, Cambridge, United Kingdom
- MRC Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Kitty WM Bloemenkamp
- Department of Obstetrics, Division Women and Baby, Birth Centre Wilhelmina Children Hospital, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Lisa Seekircher
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
| | - Peter Willeit
- Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - N Charlotte Onland-Moret
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Sanne AE Peters
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
- The George Institute for Global Health, School of Public Health, Imperial College London, London, United Kingdom
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
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30
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Giordo R, Posadino AM, Mangoni AA, Pintus G. Metformin-mediated epigenetic modifications in diabetes and associated conditions: Biological and clinical relevance. Biochem Pharmacol 2023; 215:115732. [PMID: 37541452 DOI: 10.1016/j.bcp.2023.115732] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 08/06/2023]
Abstract
An intricate interplay between genetic and environmental factors contributes to the development of type 2 diabetes (T2D) and its complications. Therefore, it is not surprising that the epigenome also plays a crucial role in the pathogenesis of T2D. Hyperglycemia can indeed trigger epigenetic modifications, thereby regulating different gene expression patterns. Such epigenetic changes can persist after normalizing serum glucose concentrations, suggesting the presence of a 'metabolic memory' of previous hyperglycemia which may also be epigenetically regulated. Metformin, a derivative of biguanide known to reduce serum glucose concentrations in patients with T2D, appears to exert additional pleiotropic effects that are mediated by multiple epigenetic modifications. Such modifications have been reported in various organs, tissues, and cellular compartments and appear to account for the effects of metformin on glycemic control as well as local and systemic inflammation, oxidant stress, and fibrosis. This review discusses the emerging evidence regarding the reported metformin-mediated epigenetic modifications, particularly on short and long non-coding RNAs, DNA methylation, and histone proteins post-translational modifications, their biological and clinical significance, potential therapeutic applications, and future research directions.
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Affiliation(s)
- Roberta Giordo
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro, 07100 Sassari, Italy
| | - Anna Maria Posadino
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro, 07100 Sassari, Italy
| | - Arduino Aleksander Mangoni
- Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Bedford Park, SA 5042, Australia; Department of Clinical Pharmacology, Flinders Medical Centre, Southern Adelaide Local Health Network, Bedford Park, SA 5042, Australia.
| | - Gianfranco Pintus
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro, 07100 Sassari, Italy; Department of Medical Laboratory Sciences, College of Health Sciences, and Sharjah Institute for Medical Research, University of Sharjah, University City Rd, Sharjah 27272, United Arab Emirates.
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31
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Rau Steuernagel C, Lam CSP, Greenhalgh T. Countering sex and gender bias in cardiovascular research requires more than equal recruitment and sex disaggregated analyses. BMJ 2023; 382:e075031. [PMID: 37648271 DOI: 10.1136/bmj-2023-075031] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Affiliation(s)
| | - Carolyn S P Lam
- National Heart Centre Singapore and Duke-National University of Singapore, Singapore
| | - Trisha Greenhalgh
- University of Oxford, Nuffield Department of Primary Care Health Sciences, Oxford, UK
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