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Pasvol TJ, Bloom S, Segal AW, Rait G, Horsfall L. Use of contraceptives and risk of inflammatory bowel disease: a nested case-control study. Aliment Pharmacol Ther 2022; 55:318-326. [PMID: 34662440 PMCID: PMC7612921 DOI: 10.1111/apt.16647] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/28/2021] [Accepted: 10/02/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND How contraceptive formulation, dose, duration of therapy and mode of delivery affects the risk of inflammatory bowel disease (IBD) is poorly described. AIM To examine associations between types of hormonal contraception and development of IBD. METHODS This was a nested case-control study using IQVIA Medical Research Data. Women aged 15-49 years with a new diagnosis of IBD were matched with up to six controls by age, practice and year. Odds ratios (OR) and 95% confidence intervals (95% CI) for incident IBD and use of contraception were calculated. RESULTS 4932 incident cases of IBD were matched to 29 340 controls. Use of combined oral contraceptive pills (COCPs) was associated with the development of Crohn's disease and ulcerative colitis (OR 1.60 [1.41-1.82] and 1.30 [1.15-1.45], respectively). Each additional month of COCP exposure per year of follow-up increased risk of Crohn's disease by 6.4% (5.1%-7.7%) and ulcerative colitis by 3.3% (2.1%-4.4%). Progestogen-only pills had no effect on Crohn's disease risk (OR 1.09 [0.84-1.40]) but there was a modest association with ulcerative colitis (OR 1.35 [1.12-1.64]). Parenteral contraception was not associated with the development of Crohn's disease or ulcerative colitis (OR 1.15 [0.99-1.47] and 1.17 [0.98-1.39], respectively). CONCLUSIONS We observed an increase in the risk of IBD with increasing duration of exposure to COCPs. Progestogen-only pills were not associated with Crohn's disease but there was a modest association with ulcerative colitis. There was no association between parenteral progestogen-only contraception and IBD. These findings are broadly consistent with a hypothesis that the oestrogen component of contraception may drive IBD pathogenesis.
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Affiliation(s)
- Thomas Joshua Pasvol
- The Research Department of Primary Care and Population Health, University College London, London, UK
| | - Stuart Bloom
- University College London Hospitals NHS Foundation Trust, London, UK
| | | | - Greta Rait
- The Research Department of Primary Care and Population Health, University College London, London, UK
| | - Laura Horsfall
- The Research Department of Primary Care and Population Health, University College London, London, UK
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2
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Genetic Variation and Mendelian Randomization Approaches. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1390:327-342. [DOI: 10.1007/978-3-031-11836-4_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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3
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Okamoto T, Hashimoto Y, Ogawa M. Central Haemodynamics Are Associated With Pulmonary Function in Postmenopausal Women. Heart Lung Circ 2021; 30:1778-1784. [PMID: 34456129 DOI: 10.1016/j.hlc.2021.08.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/29/2021] [Accepted: 08/05/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Increased arterial stiffness predicts cardiovascular disease, which is associated with deteriorated pulmonary function and worsened chronic obstructive pulmonary disease. The present study examined whether arterial function was associated with pulmonary function in postmenopausal women. METHODS This study evaluated 41 postmenopausal women (age range: 59-85 years). Arterial function was measured as central systolic blood pressure (cSBP), central pulse pressure (cPP), brachial systolic BP (bSBP), brachial diastolic BP (bDBP), brachial PP (bPP), brachial mean arterial pressure (bMAP) and the augmentation index (AIx). AIx was adjusted for a heart rate of 75 beats per minute (bpm) (AIx@75) and served as the index of arterial stiffness determined by the reflected wave at the central artery. Pulmonary function was measured as forced vital capacity (FVC), forced expiratory volume in 1 second (FEV1) and the FEV1/FVC ratio. RESULTS Univariate regression analysis demonstrated that cPP, bDBP and bPP were correlated with FVC and FEV1 (p<0.05, respectively), while AI@75 was correlated with FVC, FEV1 and FEV1/FVC ratio (p<0.01, respectively). A stepwise multivariate regression analysis revealed that bDBP was independently associated with FVC (p=0.032), while AI@75 was independently associated with FVC, FEV1 and FEV1/FVC ratio (p=0.001, p=0.003 and p=0.017, respectively). The FVC, FEV1 and FEV1/FVC ratio were lower in participants with a high AIx versus with a low AIx (p=0.0001, p=0.001 and p=0.044, respectively). CONCLUSION These results suggest that increased AIx is associated with lower pulmonary function in postmenopausal women.
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Affiliation(s)
- Takanobu Okamoto
- Department of Exercise Physiology, Nippon Sport Science University, Tokyo, Japan; Research Institute for Sport Science, Nippon Sport Science University, Tokyo, Japan.
| | - Yuto Hashimoto
- Department of Exercise Physiology, Nippon Sport Science University, Tokyo, Japan
| | - Madoka Ogawa
- Department of Sports Sociology and Health Sciences, Kyoto Sangyo University, Kyoto, Japan; Research Institute for Sport Science, Nippon Sport Science University, Tokyo, Japan
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4
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Mishra A, Brinton RD. Inflammation: Bridging Age, Menopause and APOEε4 Genotype to Alzheimer's Disease. Front Aging Neurosci 2018; 10:312. [PMID: 30356809 PMCID: PMC6189518 DOI: 10.3389/fnagi.2018.00312] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 09/18/2018] [Indexed: 12/19/2022] Open
Abstract
Neuro-inflammatory processes that contribute to development of Alzheimer’s are evident early in the latent prodromal phase and worsen during the course of the disease. Despite substantial mechanistic and clinical evidence of inflammation, therapeutic approaches targeting inflammation have failed to alter the course of the disease. Disparate results from epidemiological and clinical trials targeting inflammation, highlight the complexity of the inflammatory process. Herein we review the dynamics of the inflammatory process across aging, midlife endocrine transitions, and the APOEε4 genotype and their contribution to progression of Alzheimer’s disease (AD). We discuss the chronic inflammatory processes that are activated during midlife chronological and endocrine aging, which ultimately limit the clearance capacity of microglia and lead to immune senescence. Aging, menopause, and APOEε4 combine the three hits of a compromised bioenergetic system of menopause with the chronic low grade innate inflammation of aging with the APOEε4 dyslipidemia and adaptive immune response. The inflammatory immune response is the unifying factor that bridges across each of the risk factors for AD. Immune system regulators that are specific to stage of disease and inflammatory phenotype would provide a therapeutic strategy to disconnect the bridge that drives disease. Outcomes of this analysis provide plausible mechanisms underlying failed clinical trials of anti-inflammatory agents in Alzheimer’s patients. Further, they highlight the need for stratifying AD clinical trial cohorts based on inflammatory phenotype. Combination therapies that include targeted use of anti-inflammatory agent’s specific to the immune phenotype are considered.
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Affiliation(s)
- Aarti Mishra
- Titus Family Department of Clinical Pharmacy, School of Pharmacy, University of Southern California, Los Angeles, CA, United States.,Center for Innovation in Brain Science, University of Arizona, Tucson, AZ, United States
| | - Roberta D Brinton
- Center for Innovation in Brain Science, University of Arizona, Tucson, AZ, United States.,Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, United States.,Department of Neurology, College of Medicine, University of Arizona, Tucson, AZ, United States
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5
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Campbell B, Davis SR, Abramson MJ, Mishra G, Handelsman DJ, Perret JL, Dharmage SC. Menopause, lung function and obstructive lung disease outcomes: a systematic review. Climacteric 2017; 21:3-12. [DOI: 10.1080/13697137.2017.1392504] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- B. Campbell
- Allergy and Lung Health Unit, Centre for Epidemiology & Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - S. R. Davis
- School of Public Health & Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - M. J. Abramson
- School of Public Health & Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - G. Mishra
- School of Public Health, The University of Queensland, Brisbane, Australia
| | - D. J. Handelsman
- ANZAC Research Institute, University of Sydney, Concord Hospital, Concord, NSW, Australia
| | - J. L. Perret
- Allergy and Lung Health Unit, Centre for Epidemiology & Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - S. C. Dharmage
- Allergy and Lung Health Unit, Centre for Epidemiology & Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, VIC, Australia
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Triebner K, Matulonga B, Johannessen A, Suske S, Benediktsdóttir B, Demoly P, Dharmage SC, Franklin KA, Garcia-Aymerich J, Gullón Blanco JA, Heinrich J, Holm M, Jarvis D, Jõgi R, Lindberg E, Moratalla Rovira JM, Muniozguren Agirre N, Pin I, Probst-Hensch N, Puggini L, Raherison C, Sánchez-Ramos JL, Schlünssen V, Sunyer J, Svanes C, Hustad S, Leynaert B, Gómez Real F. Menopause Is Associated with Accelerated Lung Function Decline. Am J Respir Crit Care Med 2017; 195:1058-1065. [PMID: 27907454 DOI: 10.1164/rccm.201605-0968oc] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
RATIONALE Menopause is associated with changes in sex hormones, which affect immunity, inflammation, and osteoporosis and may impair lung function. Lung function decline has not previously been investigated in relation to menopause. OBJECTIVES To study whether lung function decline, assessed by FVC and FEV1, is accelerated in women who undergo menopause. METHODS The population-based longitudinal European Community Respiratory Health Survey provided serum samples, spirometry, and questionnaire data about respiratory and reproductive health from three study waves (n = 1,438). We measured follicle-stimulating hormone and luteinizing hormone and added information on menstrual patterns to determine menopausal status using latent class analysis. Associations with lung function decline were investigated using linear mixed effects models, adjusting for age, height, weight, pack-years, current smoking, age at completed full-time education, spirometer, and including study center as random effect. MEASUREMENTS AND MAIN RESULTS Menopausal status was associated with accelerated lung function decline. The adjusted mean FVC decline was increased by -10.2 ml/yr (95% confidence interval [CI], -13.1 to -7.2) in transitional women and -12.5 ml/yr (95% CI, -16.2 to -8.9) in post-menopausal women, compared with women menstruating regularly. The adjusted mean FEV1 decline increased by -3.8 ml/yr (95% CI, -6.3 to -2.9) in transitional women and -5.2 ml/yr (95% CI, -8.3 to -2.0) in post-menopausal women. CONCLUSIONS Lung function declined more rapidly among transitional and post-menopausal women, in particular for FVC, beyond the expected age change. Clinicians should be aware that respiratory health often deteriorates during reproductive aging.
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Affiliation(s)
- Kai Triebner
- 1 Department of Clinical Science.,2 Core Facility for Metabolomics
| | | | - Ane Johannessen
- 1 Department of Clinical Science.,4 Department of Global Public Health and Primary Care
| | | | | | - Pascal Demoly
- 6 Division of Allergy, Department of Pulmonology, University Hospital of Montpellier, Montpellier, France
| | - Shyamali C Dharmage
- 7 Allergy and Lung Health Unit, Melbourne School of Population Health, University of Melbourne, Melbourne, Australia
| | - Karl A Franklin
- 8 Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Judith Garcia-Aymerich
- 9 ISGlobal, Centre for Research in Environmental Epidemiology, Barcelona Biomedical Research Park, Barcelona, Spain.,10 Universitat Pompeu Fabra, Barcelona, Spain.,11 Centro de Investigación Biomedica en Red (CIBER), Epidemiología y Salud Pública, Barcelona, Spain
| | | | - Joachim Heinrich
- 13 Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Ludwig Maximilians University Munich, Munich, Germany
| | - Mathias Holm
- 14 Department of Occupational and Environmental Medicine, University of Gothenburg, Göteborg, Sweden
| | - Debbie Jarvis
- 15 Department of Respiratory Epidemiology, Occupational Medicine and Public Health, Imperial College London, London, United Kingdom
| | - Rain Jõgi
- 16 Department of Lung Medicine, Tartu University Clinic, Tartu, Estonia
| | - Eva Lindberg
- 17 Department of Medical Sciences, Lung, Allergy, and Sleep Research, Uppsala University, Uppsala, Sweden
| | | | | | - Isabelle Pin
- 20 Pneumologie Pédiatrique, Antenne Pédiatrique du CIC, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Nicole Probst-Hensch
- 21 Swiss Tropical and Public Health Institute, Basel, Switzerland.,22 Department of Public Health, University of Basel, Basel, Switzerland
| | - Luca Puggini
- 23 Department of Electronic Engineering, University of Ireland, Maynooth, Ireland
| | - Chantal Raherison
- 24 U1219, Bordeaux Population Health Research Center, Bordeaux, France
| | | | - Vivi Schlünssen
- 26 Department of Public Health, Aarhus University, Aarhus, Denmark.,27 National Research Center for the Working Environment, Copenhagen, Denmark
| | - Jordi Sunyer
- 9 ISGlobal, Centre for Research in Environmental Epidemiology, Barcelona Biomedical Research Park, Barcelona, Spain.,10 Universitat Pompeu Fabra, Barcelona, Spain.,11 Centro de Investigación Biomedica en Red (CIBER), Epidemiología y Salud Pública, Barcelona, Spain.,28 Hospital del Mar Medical Research Institute, Barcelona, Spain; and
| | - Cecilie Svanes
- 30 Centre for International Health, and.,29 Department of Occupational Medicine, Haukeland University Hospital, Bergen, Norway
| | - Steinar Hustad
- 1 Department of Clinical Science.,2 Core Facility for Metabolomics
| | - Bénédicte Leynaert
- 31 Team of Epidemiology, French National Institute of Health and Medical Research (INSERM), UMR1152, Paris, France
| | - Francisco Gómez Real
- 1 Department of Clinical Science.,32 Department of Gynecology and Obstetrics, University of Bergen, Bergen, Norway
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Itaborahy RMR, de Medeiros SF. Influence of estrogen therapy on immune markers in postmenopausal women. Climacteric 2016; 19:496-500. [PMID: 27593223 DOI: 10.1080/13697137.2016.1212828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate the impact of estrogen therapy on cellular and humoral immune markers in postmenopausal women. METHODS This prospective, controlled cohort study included 30 patients who used oral estradiol (1 mg) for 14-17 weeks and 28 patients who served as controls. Total leukocytes and leukocyte subtypes were counted and immunophenotyped by flow cytometry. The concentrations of immunoglobulins and pro- and anti-inflammatory cytokines were also measured in the peripheral blood before and after estrogen therapy. Immunoglobulin E level was measured by electrochemiluminescence, and levels of immunoglobulins A, G, and M were measured by nephelometry. Simultaneous quantification of multiple cytokines was performed by chemiluminescence to measure the serum concentrations of interferon gamma, interleukin (IL)-4, IL-6, IL-10, and IL-17. RESULTS Hematological cellular components were not significantly different before and after the use of estradiol (p = 0.332-0.984). Serum concentrations of immunoglobulins G, M, E, and A also remained stable (p = 0.248-0.845). Finally, cytokines were not modified throughout the 14-17 weeks of follow-up (p = 0.407-0.873). CONCLUSION Isolated estrogen therapy with 1 mg of estradiol for 14-17 weeks in postmenopausal women did not modify any of the cellular or humoral immune markers analyzed in this study.
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Affiliation(s)
- R M Ribeiro Itaborahy
- a Federal University of Mato Grosso, School of Medicine , Department of Obstetrics and Gynecology , Cuiabá , Brazil
| | - S Freitas de Medeiros
- a Federal University of Mato Grosso, School of Medicine , Department of Obstetrics and Gynecology , Cuiabá , Brazil
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Au Yeung SL, Jiang C, Cheng KK, Zhang W, Lam TH, Leung GM, Schooling CM. Genetically predicted 17beta-estradiol, cognitive function and depressive symptoms in women: A Mendelian randomization in the Guangzhou Biobank Cohort Study. Prev Med 2016; 88:80-5. [PMID: 27036929 DOI: 10.1016/j.ypmed.2016.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 01/22/2016] [Accepted: 03/06/2016] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The role of estrogen in cognitive function and depressive symptoms is controversial due to discrepancies between results from randomized controlled trials (RCT) and observational studies. Mendelian randomization analysis may provide further insights concerning the role of estrogen in these outcomes as it assesses the effect of lifelong endogenous exposure but is less vulnerable to confounding than observational studies. METHOD We used separate sample instrumental variable analysis to estimate the association of log 17β estradiol with cognitive function (Delayed 10 word recall, and Mini Mental State Examination (MMSE)) and depressive symptoms (Geriatric Depression Scale (GDS)) in older Chinese women of the Guangzhou Biobank Cohort Study (GBCS, n=3086). The estimate was derived based on the Wald estimator, the ratio of the association of genetic determinants (rs1008805 and rs2175898) of log 17β-estradiol with cognitive function and depressive symptoms in GBCS and the association of log 17β-estradiol with genetic determinants in the sample of young women in Hong Kong (n=236). RESULTS Genetically predicted 17β-estradiol was not associated with delayed 10-word recall (0.42 words per log increase in 17β-estradiol (pmol/L), 95% confidence interval (CI) -0.49 to 1.34) MMSE (0.39 per log increase in 17β-estradiol (pmol/L), 95% CI -0.87 to 1.65) or GDS (0.24 per log increase in 17β-estradiol (pmol/L), 95% CI -0.57 to 1.05). CONCLUSION These results were largely consistent with evidence from RCTs and did not show any beneficial effect of estrogen on cognitive function and depressive symptoms. However, larger Mendelian randomization analyses are needed to identify any minor effects.
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Affiliation(s)
- Shiu Lun Au Yeung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China
| | | | - Kar Keung Cheng
- Department of Public Health and Epidemiology, University of Birmingham, UK
| | | | - Tai Hing Lam
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China.
| | - Gabriel Matthew Leung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China
| | - C Mary Schooling
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China; City University of New York Graduate School of Public Health and Health Policy, New York, NY, USA
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9
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Au Yeung SL, Cheng KK, Zhao J, Zhang W, Jiang C, Lam TH, Leung GM, Schooling CM. Genetically predicted 17beta-estradiol and cardiovascular risk factors in women: a Mendelian randomization analysis using young women in Hong Kong and older women in the Guangzhou Biobank Cohort Study. Ann Epidemiol 2016; 26:171-5. [PMID: 26907540 DOI: 10.1016/j.annepidem.2016.01.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 01/22/2016] [Accepted: 01/25/2016] [Indexed: 11/24/2022]
Abstract
PURPOSE The role of estrogen in cardiovascular health remains contested with discrepancies between findings from randomized controlled trials and observational studies. Mendelian randomization, which assesses the effect of lifelong endogenous exposure, may help elucidate these discrepancies. METHODS We used separate sample instrumental variable analysis to estimate the association of log 17β-estradiol with factors related to cardiovascular disease risk (systolic and diastolic blood pressure, lipids, fasting glucose, body mass index, waist hip ratio, and waist circumference) and Framingham score, a predictor of 10-year risk of ischemic heart disease events, in older Chinese women from the Guangzhou Biobank Cohort Study (GBCS, n = 3092). The estimate was derived using the Wald estimator, that is, the ratio of the association of genetic determinants (rs1008805 and rs2175898) of log 17β-estradiol with cardiovascular disease risk factors and Framingham score in GBCS and the association of these genetic determinants with log 17β-estradiol in a sample of young women from Hong Kong (n = 236). RESULTS Genetically, higher 17β-estradiol was not associated with any cardiovascular disease-related risk factor or with Framingham score (-0.01, 95% confidence interval = -1.34 to 1.31). CONCLUSIONS Lifetime exposure to estrogen does not appear to be cardioprotective via the cardiovascular disease-related risk factors examined.
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Affiliation(s)
- Shiu Lun Au Yeung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Kar Keung Cheng
- Department of Public Health and Epidemiology, University of Birmingham, Birmingham, UK
| | - Jie Zhao
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Weisen Zhang
- Molecular Epidemiological Research Centre, Guangzhou Number 12 Hospital, Guangzhou, China
| | - Chaoqiang Jiang
- Molecular Epidemiological Research Centre, Guangzhou Number 12 Hospital, Guangzhou, China.
| | - Tai Hing Lam
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Gabriel Matthew Leung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - C Mary Schooling
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China; City University of New York School of Public Health and Hunter College, New York
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10
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Schooling CM, Zhao J. Estrogenic endocrine disruptors and autoimmune disease. Int J Epidemiol 2014; 44:363-4. [PMID: 24997209 DOI: 10.1093/ije/dyu133] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- C Mary Schooling
- School of Public Health, Li KaShing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China and City University of New York School of Public Health and Hunter College, New York, USA School of Public Health, Li KaShing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China and City University of New York School of Public Health and Hunter College, New York, USA
| | - Jie Zhao
- School of Public Health, Li KaShing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China and City University of New York School of Public Health and Hunter College, New York, USA
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