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Levine H, Jørgensen N, Martino-Andrade A, Mendiola J, Weksler-Derri D, Jolles M, Pinotti R, Swan SH. Temporal trends in sperm count: a systematic review and meta-regression analysis of samples collected globally in the 20th and 21st centuries. Hum Reprod Update 2023; 29:157-176. [PMID: 36377604 DOI: 10.1093/humupd/dmac035] [Citation(s) in RCA: 182] [Impact Index Per Article: 182.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 09/29/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Numerous studies have reported declines in semen quality and other markers of male reproductive health. Our previous meta-analysis reported a significant decrease in sperm concentration (SC) and total sperm count (TSC) among men from North America-Europe-Australia (NEA) based on studies published during 1981-2013. At that time, there were too few studies with data from South/Central America-Asia-Africa (SAA) to reliably estimate trends among men from these continents. OBJECTIVE AND RATIONALE The aim of this study was to examine trends in sperm count among men from all continents. The broader implications of a global decline in sperm count, the knowledge gaps left unfilled by our prior analysis and the controversies surrounding this issue warranted an up-to-date meta-analysis. SEARCH METHODS We searched PubMed/MEDLINE and EMBASE to identify studies of human SC and TSC published during 2014-2019. After review of 2936 abstracts and 868 full articles, 44 estimates of SC and TSC from 38 studies met the protocol criteria. Data were extracted on semen parameters (SC, TSC, semen volume), collection year and covariates. Combining these new data with data from our previous meta-analysis, the current meta-analysis includes results from 223 studies, yielding 288 estimates based on semen samples collected 1973-2018. Slopes of SC and TSC were estimated as functions of sample collection year using simple linear regression as well as weighted meta-regression. The latter models were adjusted for predetermined covariates and examined for modification by fertility status (unselected by fertility versus fertile), and by two groups of continents: NEA and SAA. These analyses were repeated for data collected post-2000. Multiple sensitivity analyses were conducted to examine assumptions, including linearity. OUTCOMES Overall, SC declined appreciably between 1973 and 2018 (slope in the simple linear model: -0.87 million/ml/year, 95% CI: -0.89 to -0.86; P < 0.001). In an adjusted meta-regression model, which included two interaction terms [time × fertility group (P = 0.012) and time × continents (P = 0.058)], declines were seen among unselected men from NEA (-1.27; -1.78 to -0.77; P < 0.001) and unselected men from SAA (-0.65; -1.29 to -0.01; P = 0.045) and fertile men from NEA (-0.50; -1.00 to -0.01; P = 0.046). Among unselected men from all continents, the mean SC declined by 51.6% between 1973 and 2018 (-1.17: -1.66 to -0.68; P < 0.001). The slope for SC among unselected men was steeper in a model restricted to post-2000 data (-1.73: -3.23 to -0.24; P = 0.024) and the percent decline per year doubled, increasing from 1.16% post-1972 to 2.64% post-2000. Results were similar for TSC, with a 62.3% overall decline among unselected men (-4.70 million/year; -6.56 to -2.83; P < 0.001) in the adjusted meta-regression model. All results changed only minimally in multiple sensitivity analyses. WIDER IMPLICATIONS This analysis is the first to report a decline in sperm count among unselected men from South/Central America-Asia-Africa, in contrast to our previous meta-analysis that was underpowered to examine those continents. Furthermore, data suggest that this world-wide decline is continuing in the 21st century at an accelerated pace. Research on the causes of this continuing decline and actions to prevent further disruption of male reproductive health are urgently needed.
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Affiliation(s)
- Hagai Levine
- Braun School of Public Health and Community Medicine, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Niels Jørgensen
- Department of Growth and Reproduction, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.,International Center for Research and Research Training in Endocrine Disruption of Male Reproduction and Child Health (EDMaRC), Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | - Jaime Mendiola
- Division of Preventive Medicine and Public Health, University of Murcia School of Medicine and Biomedical Research Institute of Murcia (IMIB-Arrixaca-UMU), Murcia, Spain
| | - Dan Weksler-Derri
- Clalit Health Services, Kiryat Ono, Israel.,Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Maya Jolles
- Braun School of Public Health and Community Medicine, Hadassah Medical Center, The Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rachel Pinotti
- Gustave L. and Janet W. Levy Library, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Shanna H Swan
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Levine H, Jørgensen N, Martino-Andrade A, Mendiola J, Weksler-Derri D, Mindlis I, Pinotti R, Swan SH. Temporal trends in sperm count: a systematic review and meta-regression analysis. Hum Reprod Update 2018; 23:646-659. [PMID: 28981654 DOI: 10.1093/humupd/dmx022] [Citation(s) in RCA: 755] [Impact Index Per Article: 125.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 06/28/2017] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Reported declines in sperm counts remain controversial today and recent trends are unknown. A definitive meta-analysis is critical given the predictive value of sperm count for fertility, morbidity and mortality. OBJECTIVE AND RATIONALE To provide a systematic review and meta-regression analysis of recent trends in sperm counts as measured by sperm concentration (SC) and total sperm count (TSC), and their modification by fertility and geographic group. SEARCH METHODS PubMed/MEDLINE and EMBASE were searched for English language studies of human SC published in 1981-2013. Following a predefined protocol 7518 abstracts were screened and 2510 full articles reporting primary data on SC were reviewed. A total of 244 estimates of SC and TSC from 185 studies of 42 935 men who provided semen samples in 1973-2011 were extracted for meta-regression analysis, as well as information on years of sample collection and covariates [fertility group ('Unselected by fertility' versus 'Fertile'), geographic group ('Western', including North America, Europe Australia and New Zealand versus 'Other', including South America, Asia and Africa), age, ejaculation abstinence time, semen collection method, method of measuring SC and semen volume, exclusion criteria and indicators of completeness of covariate data]. The slopes of SC and TSC were estimated as functions of sample collection year using both simple linear regression and weighted meta-regression models and the latter were adjusted for pre-determined covariates and modification by fertility and geographic group. Assumptions were examined using multiple sensitivity analyses and nonlinear models. OUTCOMES SC declined significantly between 1973 and 2011 (slope in unadjusted simple regression models -0.70 million/ml/year; 95% CI: -0.72 to -0.69; P < 0.001; slope in adjusted meta-regression models = -0.64; -1.06 to -0.22; P = 0.003). The slopes in the meta-regression model were modified by fertility (P for interaction = 0.064) and geographic group (P for interaction = 0.027). There was a significant decline in SC between 1973 and 2011 among Unselected Western (-1.38; -2.02 to -0.74; P < 0.001) and among Fertile Western (-0.68; -1.31 to -0.05; P = 0.033), while no significant trends were seen among Unselected Other and Fertile Other. Among Unselected Western studies, the mean SC declined, on average, 1.4% per year with an overall decline of 52.4% between 1973 and 2011. Trends for TSC and SC were similar, with a steep decline among Unselected Western (-5.33 million/year, -7.56 to -3.11; P < 0.001), corresponding to an average decline in mean TSC of 1.6% per year and overall decline of 59.3%. Results changed minimally in multiple sensitivity analyses, and there was no statistical support for the use of a nonlinear model. In a model restricted to data post-1995, the slope both for SC and TSC among Unselected Western was similar to that for the entire period (-2.06 million/ml, -3.38 to -0.74; P = 0.004 and -8.12 million, -13.73 to -2.51, P = 0.006, respectively). WIDER IMPLICATIONS This comprehensive meta-regression analysis reports a significant decline in sperm counts (as measured by SC and TSC) between 1973 and 2011, driven by a 50-60% decline among men unselected by fertility from North America, Europe, Australia and New Zealand. Because of the significant public health implications of these results, research on the causes of this continuing decline is urgently needed.
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Affiliation(s)
- Hagai Levine
- Braun School of Public Health and Community Medicine, Hadassah-Hebrew University, the Hebrew University Center of Excellence in Agriculture and Environmental Health, Ein Kerem Campus, PO BOX 12272, Jerusalem 9110202, Israel.,Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Niels Jørgensen
- University Department of Growth and Reproduction, University of Copenhagen, Rigshospitalet, CopenhagenDK-2100, Denmark
| | - Anderson Martino-Andrade
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Physiology, Federal University of Parana, Curitiba 81531-980, Brazil
| | - Jaime Mendiola
- Division of Preventive Medicine and Public Health, University of Murcia School of Medicine and Biomedical Research Institute of Murcia (IMIB-Arrixaca-UMU), Murcia30100, Spain
| | - Dan Weksler-Derri
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva6676814, Israel
| | - Irina Mindlis
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY10029, USA
| | - Rachel Pinotti
- Gustave L. and Janet W. Levy Library, Icahn School of Medicine at Mount Sinai, New York, NY10029, USA
| | - Shanna H Swan
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY10029, USA
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Vested A, Ramlau-Hansen CH, Olsen SF, Bonde JP, Støvring H, Kristensen SL, Halldorsson TI, Rantakokko P, Kiviranta H, Ernst EH, Toft G. In utero exposure to persistent organochlorine pollutants and reproductive health in the human male. Reproduction 2014; 148:635-46. [PMID: 25190505 PMCID: PMC4241711 DOI: 10.1530/rep-13-0488] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Persistent organochlorine pollutants (POPs) are ubiquitous, bioaccumulative compounds with potential endocrine-disrupting effects. They cross the placental barrier thereby resulting in in utero exposure of the developing fetus. The objective of this study was to investigate whether maternal serum concentrations of polychlorinated biphenyls (PCBs) and p,p'-dichlorodiphenyldichloroethylene (p,p'-DDE) during pregnancy are associated with son's semen quality and reproductive hormone levels. During 2008-2009, we recruited 176 male offspring from a Danish cohort of pregnant women who participated in a study in 1988-1989. Each provided semen and blood samples that were analyzed for sperm concentration, total sperm count, motility, and morphology, and reproductive hormone levels, respectively. The maternal blood samples were collected in pregnancy week 30 and were analyzed for the concentrations of six PCBs (PCB-118, -138, -153, -156, -170, and -180) and p,p'-DDE. The potential associations between in utero exposure to ΣPCBs (pmol/ml), Σdioxin like-(DL) PCBs (PCB-118 and -156) (pmol/ml), and p,p'-DDE and semen quality and reproductive hormone levels were investigated using multiple regression. Maternal median (range) exposure levels of ΣPCB, ΣDL-PCB, and p,p'-DDE were 10.0 (2.1-35.0) pmol/ml, 0.8 (0.2-2.7) pmol/ml, and 8.0 (0.7-55.3) pmol/ml, respectively, reflecting typical background exposure levels in the late 1980s in Denmark. Results suggested that in utero exposure to ΣPCB, ΣDL-PCB, and p,p'-DDE was not statistically significantly associated with semen quality measures or reproductive hormone levels. Thus, results based on maternal PCB and p,p'-DDE concentrations alone are not indicative of long-term consequences for male reproductive health; however, we cannot exclude that these POPs in concert with other endocrine-modulating compounds may have adverse effects.
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Affiliation(s)
- Anne Vested
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Cecilia H Ramlau-Hansen
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Sjurdur F Olsen
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Jens Peter Bonde
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Henrik Støvring
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Susanne L Kristensen
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Thorhallur I Halldorsson
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Panu Rantakokko
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Hannu Kiviranta
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Emil H Ernst
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
| | - Gunnar Toft
- Department of Occupational MedicineDanish Ramazzini Centre, Aarhus University Hospital, Noerrebrogade 44 Building 2C, DK-8000 Aarhus C, DenmarkSection for EpidemiologyDepartment of Public Health, University of Aarhus, Bartholins Allé 2 Building 1260, DK-8000 Aarhus C, DenmarkStatens Serum InstitutCentre for Fetal Programming, Artellerivej 5, DK-2300 Copenhagen S, DenmarkDepartment of Occupational and Environmental MedicineBispebjerg Hospital of Copenhagen University, Bispebjerg Bakke 23 Building 33 1st floor, DK-2400 Copenhagen NV, DenmarkDepartment of Public HealthBiostatistics, Bartholins Allé 2 Building 1261, DK-8000 Aarhus C, DenmarkFaculty of Food Science and NutritionUniversity of Iceland, Eiríksgata 29, 101 Reykjavík, IcelandDepartment of Environmental HealthNational Institute for Health and Welfare (THL), PO Box 95, FI-70701 Kuopio, FinlandSection WestInstitute for Biomedicine, Aarhus University, Ole Worms Allé 2, build. 1170, 8000 Aarhus C, Denmark
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