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Livia R, Kim H, Emily M, Luise MM, Haiko S, Julia S. "Estrogens and human brain networks: A systematic review of structural and functional neuroimaging studies". Front Neuroendocrinol 2024:101174. [PMID: 39733923 DOI: 10.1016/j.yfrne.2024.101174] [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: 06/17/2024] [Revised: 10/23/2024] [Accepted: 12/22/2024] [Indexed: 12/31/2024]
Abstract
Estrogen fluctuations during the menstrual cycle, puberty, postpartum, or in the menopausal transition are associated with cognitive, affective, and behavioral effects. Additionally, estrogens are essential in hormonal contraception, menopausal hormone therapy, or gender-affirming hormone therapy. This systematic review summarizes findings on the role of estrogens for structure, function, and connectivity of human brain networks. We searched PubMed, Web of Science, and ScienceDirect for neuroimaging articles assessing estrogens published since 2008. We included 54 studies (N = 2,494 participants) on endogenous estrogen, and 28 studies (N = 1740 participants) on exogenous estrogen conditions. Estrogen-related changes were reported for emotion, reward, memory, and resting-state networks, and in regional white and gray matter, with a particular neural plasticity in the hippocampus and amygdala. By examining study designs, imaging measures, and analysis methods, this review highlights the role of neuroimaging in advancing neuroendocrine and neurocognitive research, particularly promoting brain health for women and individuals with ovaries.
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Affiliation(s)
- Ruehr Livia
- Centre for Integrative Women's Health and Gender Medicine, Medical Faculty & University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1A, 04103 Leipzig, Germany; Max Planck School of Cognition, Stephanstraße 1A, 04103 Leipzig, Germany; Cognitive Neurology, University Medical Center Leipzig, Liebigstraße 16, 04103 Leipzig, Germany.
| | - Hoffmann Kim
- Centre for Integrative Women's Health and Gender Medicine, Medical Faculty & University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1A, 04103 Leipzig, Germany; Cognitive Neurology, University Medical Center Leipzig, Liebigstraße 16, 04103 Leipzig, Germany; Humboldt-Universität zu Berlin, Berlin School of Mind and Brain, Unter den Linden 6, 10099 Berlin, Germany.
| | - May Emily
- Centre for Integrative Women's Health and Gender Medicine, Medical Faculty & University Hospital Leipzig, Germany; Max Planck School of Cognition, Stephanstraße 1A, 04103 Leipzig, Germany; Cognitive Neurology, University Medical Center Leipzig, Liebigstraße 16, 04103 Leipzig, Germany.
| | - Münch Marie Luise
- Leipzig Reproductive Health Research Center, Liebigstraße 20A, 04103 Leipzig, Germany.
| | - Schlögl Haiko
- Department of Endocrinology, Nephrology, Rheumatology, Division of Endocrinology, University Hospital Leipzig, Liebigstraße 20, 04103 Leipzig, Germany; Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Philipp-Rosenthal-Straße 27, 04103 Leipzig, Germany.
| | - Sacher Julia
- Centre for Integrative Women's Health and Gender Medicine, Medical Faculty & University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1A, 04103 Leipzig, Germany; Max Planck School of Cognition, Stephanstraße 1A, 04103 Leipzig, Germany; Cognitive Neurology, University Medical Center Leipzig, Liebigstraße 16, 04103 Leipzig, Germany; Department of Endocrinology, Nephrology, Rheumatology, Division of Endocrinology, University Hospital Leipzig, Liebigstraße 20, 04103 Leipzig, Germany.
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Mchenga M, Vijayasingham L, RamPrakash R, Remme M. Value is Gendered: The Need for Sex and Gender Considerations in Health Economic Evaluations. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2024:10.1007/s40258-024-00930-z. [PMID: 39666245 DOI: 10.1007/s40258-024-00930-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/12/2024] [Indexed: 12/13/2024]
Abstract
Economic evaluations play a crucial role in health resource allocation by assessing the costs and effects of various interventions. However, existing methodologies often overlook significant differences related to sex and gender, leading to a 'blind spot' in understanding patient heterogeneity. This paper highlights how biological and social factors influence costs and health outcomes differently for women, emphasising the need for a more explicit consideration of these differences in economic evaluations to ensure efficient and equitable resource allocation. The paper is structured to first outline how sex and gender factors impact costs and outcomes. It then identifies biases in current economic evaluation methods and practices, using real-world examples to illustrate the implications of these biases on policymaking and health equity. Notably, we argue that neglecting gender considerations can lead to inefficiencies and inequities in healthcare resource distribution. Key areas of gender bias include the estimation of productivity losses, quality of life variations and the secondary household effects of interventions. The analysis reveals that women often face higher healthcare costs and experience different health outcomes due to systemic biases in treatment and care. The paper concludes with practical recommendations for analysts, decision makers and research funders, advocating for the integration of sex and gender-responsive methodologies in health economic evaluations. Ultimately, this work calls for a paradigm shift in health economics to better reflect the complexities of sex and gender and improve health outcomes for all.
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Affiliation(s)
- Martina Mchenga
- Centre for Social Science Research, University of Cape Town, Cape Town, South Africa.
| | | | | | - Michelle Remme
- The Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland
- United Nations University International Institute for Global Health, Kuala Lumpur, Malaysia
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Wagner CM, Joynt Maddox KE, Ailawadi G, Ibrahim AM. Failure to Rescue Female Patients Undergoing High-Risk Surgery. JAMA Surg 2024:2824971. [PMID: 39412796 PMCID: PMC11581743 DOI: 10.1001/jamasurg.2024.4574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 08/13/2024] [Indexed: 11/24/2024]
Abstract
Importance Female patients have higher mortality rates after high-risk surgery than male patients. It is unknown whether this mortality gap is due to different rates of postoperative complications or if complications are addressed differently by sex, causing complications to lead to death-so-called failure to rescue. Objective To evaluate sex differences in failure to rescue across high-risk surgical procedures. Design, Setting, and Participants This retrospective cohort study was conducted using data from Medicare beneficiaries from October 2015 to February 2020 who underwent high-risk vascular or cardiac surgical procedures, including abdominal aortic aneurysm repair, coronary artery bypass grafting, aortic valve replacement, and mitral valve replacement or repair. Data analysis was performed from August 2023 to March 2024. Exposures The primary exposure was patient sex. Main Outcomes and Measures The primary outcomes were risk-adjusted rates of complications, 30-day mortality, and failure to rescue, which was defined as a death occurring after a serious complication. Categorical variables are presented as frequencies and proportions and compared using χ2 analysis. Continuous variables were tested for normality and compared using a t test. Results A total of 863 305 Medicare beneficiaries were included in this study cohort, of whom 304 176 (35.2%) were female. Mean (SD) age was slightly higher in female patients (74.8 [9.3] years) than male patients (73.4 [8.5] years), and female patients had more comorbidities than male patients (≥2 Elixhauser comorbidities, female: 262 809 [86.4%] vs male: 465 231 [83.2%]). Female patients were more likely to receive care at large hospitals and hospitals with a higher surgical case volume. Overall, female and male patients had similar rates of complications (female: 14.98% vs male: 14.37%; adjusted relative risk [aRR], 1.04; 95% CI, 1.03-1.05; P < .001). However, female patients had higher rates of 30-day mortality (female: 4.22% vs male: 3.34%; aRR, 1.26; 95% CI, 1.23-1.29; P < .001) and higher rates of failure to rescue (female: 10.71% vs male: 8.58%; aRR, 1.25; 95% CI, 1.22-1.28; P < .001). A similar pattern was observed when stratified by each procedure. Conclusions and Relevance In this cohort study among Medicare beneficiaries undergoing high-risk surgery, male and female patients experienced similar rates of serious complications, but female patients with complications were more likely to die. In other words, clinicians fail to rescue female patients with complications after high-risk surgery more often than male patients. Improving the recognition and management of female patients' complications postoperatively may narrow the sex disparity after high-risk surgery.
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Affiliation(s)
- Catherine M. Wagner
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor
- Center for Healthcare Outcomes and Policy, The University of Michigan, Ann Arbor
- The Institute for Healthcare Policy and Innovation, The University of Michigan, Ann Arbor
| | - Karen E. Joynt Maddox
- Division of Cardiology, Department of Internal Medicine, Washington University School of Medicine in St Louis, St Louis, Missouri
- Center for Advancing Health Services, Policy & Economics Research, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Gorav Ailawadi
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor
| | - Andrew M. Ibrahim
- Center for Healthcare Outcomes and Policy, The University of Michigan, Ann Arbor
- The Institute for Healthcare Policy and Innovation, The University of Michigan, Ann Arbor
- Department of Surgery, Michigan Medicine, Ann Arbor
- Visual Abstract Editor, JAMA Surgery
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Lacasse JM, Heller C, Kheloui S, Ismail N, Raval AP, Schuh KM, Tronson NC, Leuner B. Beyond Birth Control: The Neuroscience of Hormonal Contraceptives. J Neurosci 2024; 44:e1235242024. [PMID: 39358019 PMCID: PMC11450536 DOI: 10.1523/jneurosci.1235-24.2024] [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: 06/30/2024] [Revised: 07/23/2024] [Accepted: 07/23/2024] [Indexed: 10/04/2024] Open
Abstract
Hormonal contraceptives (HCs) are one of the most highly prescribed classes of drugs in the world used for both contraceptive and noncontraceptive purposes. Despite their prevalent use, the impact of HCs on the brain remains inadequately explored. This review synthesizes recent findings on the neuroscience of HCs, with a focus on human structural neuroimaging as well as translational, nonhuman animal studies investigating the cellular, molecular, and behavioral effects of HCs. Additionally, we consider data linking HCs to mood disorders and dysregulation of the hypothalamic-pituitary-adrenal (HPA) axis and stress response as a potential mediator. The review also addresses the unique sensitivity of the adolescent brain to HCs, noting significant changes in brain structure and function when HCs are used during this developmental period. Finally, we discuss potential effects of HCs in combination with smoking-derived nicotine on outcomes of ischemic brain damage. Methodological challenges, such as the variability in HC formulations and user-specific factors, are acknowledged, emphasizing the need for precise and individualized research approaches. Overall, this review underscores the necessity for continued interdisciplinary research to elucidate the neurobiological mechanisms of HCs, aiming to optimize their use and improve women's health.
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Affiliation(s)
- Jesse M Lacasse
- Department of Psychology, Brock University, St Catharines, Ontario L2S 3A1, Canada
- Centre for Neuroscience, Brock University, St Catharines, Ontario L2S 3A1, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario M6J 1H4, Canada
| | - Carina Heller
- Department of Clinical Psychology, Friedrich Schiller University Jena, Jena 07743, Germany
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena 07743, Germany
- German Center for Mental Health (DZPG), Partner Site Jena-Magdeburg-Halle, Jena 07743, Germany
- Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Partner Site Jena-Magdeburg-Halle, Jena 07743, Germany
| | - Sarah Kheloui
- NISE Lab, School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Ontario K1N 6N5, Canada
| | - Nafissa Ismail
- NISE Lab, School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, Ontario K1N 6N5, Canada
| | - Ami P Raval
- Peritz Scheinberg Cerebral Vascular Disease Research Laboratories, Department of Neurology, Leonard M. Miller School of Medicine, University of Miami and Bruce W. Carter Department of Veterans Affairs Medical Center, Miami, Florida 33136
| | - Kristen M Schuh
- Psychology Department, University of Michigan, Ann Arbor, Michigan 48109
| | - Natalie C Tronson
- Psychology Department, University of Michigan, Ann Arbor, Michigan 48109
| | - Benedetta Leuner
- Department of Psychology, The Ohio State University, Columbus, Ohio 43210
- Department of Neuroscience, The Ohio State University, Columbus, Ohio 43210
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Ryan MJ, Clemmer JS, Mathew RO, Faulkner JL, Taylor EB, Abais-Battad JM, Hollis F, Sullivan JC. Revisiting sex as a biological variable in hypertension research. J Clin Invest 2024; 134:e180078. [PMID: 39225093 PMCID: PMC11364402 DOI: 10.1172/jci180078] [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] [Indexed: 09/04/2024] Open
Abstract
Half of adults in the United States have hypertension as defined by clinical practice guidelines. Interestingly, women are generally more likely to be aware of their hypertension and have their blood pressure controlled with treatment compared with men, yet hypertension-related mortality is greater in women. This may reflect the fact that the female sex remains underrepresented in clinical and basic science studies investigating the effectiveness of therapies and the mechanisms controlling blood pressure. This Review provides an overview of the impact of the way hypertension research has explored sex as a biological variable (SABV). Emphasis is placed on epidemiological studies, hypertension clinical trials, the genetics of hypertension, sex differences in immunology and gut microbiota in hypertension, and the effect of sex on the central control of blood pressure. The goal is to offer historical perspective on SABV in hypertension, highlight recent studies that include SABV, and identify key gaps in SABV inclusion and questions that remain in the field. Through continued awareness campaigns and engagement/education at the level of funding agencies, individual investigators, and in the editorial peer review system, investigation of SABV in the field of hypertension research will ultimately lead to improved clinical outcomes.
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Affiliation(s)
- Michael J. Ryan
- Columbia VA Health Care System, Columbia, South Carolina, USA
- University of South Carolina School of Medicine, Columbia, South Carolina, USA
| | - John S. Clemmer
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Roy O. Mathew
- Loma Linda VA Health Care System, Loma Linda, California, USA
| | | | - Erin B. Taylor
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | | | - Fiona Hollis
- University of South Carolina School of Medicine, Columbia, South Carolina, USA
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Lightbourne A, Foley S, Dempsey M, Cronin M. Living With Endometriosis: A Reflexive Thematic Analysis Examining Women's Experiences With the Irish Healthcare Services. QUALITATIVE HEALTH RESEARCH 2024; 34:311-322. [PMID: 37988744 PMCID: PMC10905982 DOI: 10.1177/10497323231214114] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2023]
Abstract
Endometriosis is an incurable chronic condition associated with debilitating pain and subfertility, affecting 1 in 10 women. The current study aims to explore the perceptions and experiences of women with endometriosis regarding the diagnosis, support and treatment options available in Ireland. It will further determine whether additional supports or improvements are needed to care well and effectively for women with this disease in the Irish healthcare system. A qualitative study design was deemed most suitable. Twenty participants, women aged 18 and over with a diagnosis of endometriosis and experience of the Irish healthcare system, were recruited through purposeful sampling to complete semi-structured, one-to-one online interviews. Data was analysed using reflexive thematic analysis, and five themes were identified: 'dismissive attitudes normalising severe pain', 'inadequate health system', 'the impact of delayed diagnoses', 'lack of education and awareness' and 'navigating ignorance, taboo and societal views'. Insights into the experiences and needs of women diagnosed with endometriosis in Ireland were gained, and we discuss the implications of our findings for Irish healthcare services with reference to feminist health equity and recent national action plans. We propose a series of recommendations for patient-centred care models including increased access to training and education, as well as support for longer-term chronic pain management.
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Affiliation(s)
| | - Sarah Foley
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Maria Dempsey
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Mary Cronin
- School of Public Health, University College Cork, Cork, Ireland
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Athar F, Karmani M, Templeman N. Metabolic hormones are integral regulators of female reproductive health and function. Biosci Rep 2024; 44:BSR20231916. [PMID: 38131197 PMCID: PMC10830447 DOI: 10.1042/bsr20231916] [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: 11/03/2023] [Revised: 11/29/2023] [Accepted: 12/21/2023] [Indexed: 12/23/2023] Open
Abstract
The female reproductive system is strongly influenced by nutrition and energy balance. It is well known that food restriction or energy depletion can induce suppression of reproductive processes, while overnutrition is associated with reproductive dysfunction. However, the intricate mechanisms through which nutritional inputs and metabolic health are integrated into the coordination of reproduction are still being defined. In this review, we describe evidence for essential contributions by hormones that are responsive to food intake or fuel stores. Key metabolic hormones-including insulin, the incretins (glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1), growth hormone, ghrelin, leptin, and adiponectin-signal throughout the hypothalamic-pituitary-gonadal axis to support or suppress reproduction. We synthesize current knowledge on how these multifaceted hormones interact with the brain, pituitary, and ovaries to regulate functioning of the female reproductive system, incorporating in vitro and in vivo data from animal models and humans. Metabolic hormones are involved in orchestrating reproductive processes in healthy states, but some also play a significant role in the pathophysiology or treatment strategies of female reproductive disorders. Further understanding of the complex interrelationships between metabolic health and female reproductive function has important implications for improving women's health overall.
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Affiliation(s)
- Faria Athar
- Department of Biology, University of Victoria, Victoria, British Columbia V8P 5C2, Canada
| | - Muskan Karmani
- Department of Biology, University of Victoria, Victoria, British Columbia V8P 5C2, Canada
| | - Nicole M. Templeman
- Department of Biology, University of Victoria, Victoria, British Columbia V8P 5C2, Canada
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Gorman-Sandler E, Wood G, Cloude N, Frambes N, Brennen H, Robertson B, Hollis F. Mitochondrial might: powering the peripartum for risk and resilience. Front Behav Neurosci 2023; 17:1286811. [PMID: 38187925 PMCID: PMC10767224 DOI: 10.3389/fnbeh.2023.1286811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/01/2023] [Indexed: 01/09/2024] Open
Abstract
The peripartum period, characterized by dynamic hormonal shifts and physiological adaptations, has been recognized as a potentially vulnerable period for the development of mood disorders such as postpartum depression (PPD). Stress is a well-established risk factor for developing PPD and is known to modulate mitochondrial function. While primarily known for their role in energy production, mitochondria also influence processes such as stress regulation, steroid hormone synthesis, glucocorticoid response, GABA metabolism, and immune modulation - all of which are crucial for healthy pregnancy and relevant to PPD pathology. While mitochondrial function has been implicated in other psychiatric illnesses, its role in peripartum stress and mental health remains largely unexplored, especially in relation to the brain. In this review, we first provide an overview of mitochondrial involvement in processes implicated in peripartum mood disorders, underscoring their potential role in mediating pathology. We then discuss clinical and preclinical studies of mitochondria in the context of peripartum stress and mental health, emphasizing the need for better understanding of this relationship. Finally, we propose mitochondria as biological mediators of resilience to peripartum mood disorders.
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Affiliation(s)
- Erin Gorman-Sandler
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
- Columbia VA Healthcare System, Columbia, SC, United States
| | - Gabrielle Wood
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
| | - Nazharee Cloude
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
| | - Noelle Frambes
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
| | - Hannah Brennen
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
| | - Breanna Robertson
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
| | - Fiona Hollis
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC, United States
- Columbia VA Healthcare System, Columbia, SC, United States
- USC Institute for Cardiovascular Disease Research, Columbia, SC, United States
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Maaløe N, Kujabi ML, Nathan NO, Skovdal M, Dmello BS, Wray S, van den Akker T, Housseine N. Inconsistent definitions of labour progress and over-medicalisation cause unnecessary harm during birth. BMJ 2023; 383:e076515. [PMID: 38084433 PMCID: PMC10726361 DOI: 10.1136/bmj-2023-076515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Nanna Maaløe
- Global Health Section, Department of Public Health, University of Copenhagen, Denmark
- Department of Obstetrics and Gynaecology, Copenhagen University Hospital-Herlev Hospital, Copenhagen, Denmark
| | - Monica Lauridsen Kujabi
- Global Health Section, Department of Public Health, University of Copenhagen, Denmark
- Department of Obstetrics and Gynaecology, Aarhus University Hospital, Skejby, Denmark
| | - Nina Olsén Nathan
- Department of Obstetrics, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Morten Skovdal
- Section for Health Services Research, Department of Public Health, University of Copenhagen, Denmark
| | - Brenda Sequeira Dmello
- Global Health Section, Department of Public Health, University of Copenhagen, Denmark
- CCBRT Hospital, Dar es Salaam, Tanzania, East Africa
| | - Susan Wray
- Women and Children's Health, University of Liverpool, Liverpool, UK
| | - Thomas van den Akker
- Department of Obstetrics and Gynaecology, Leiden University Medical Center, Leiden, Netherlands
- Athena Institute, VU University, Amsterdam, Netherlands
| | - Natasha Housseine
- Global Health Section, Department of Public Health, University of Copenhagen, Denmark
- Department of Obstetrics and Gynaecology, Aga Khan University, Tanzania, East Africa
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