Skip to main content
Top
Published in: Reproductive Biology and Endocrinology 1/2018

Open Access 01-12-2018 | Review

Air pollution and female fertility: a systematic review of literature

Authors: Alessandro Conforti, Marika Mascia, Giuseppina Cioffi, Cristina De Angelis, Giuseppe Coppola, Pasquale De Rosa, Rosario Pivonello, Carlo Alviggi, Giuseppe De Placido

Published in: Reproductive Biology and Endocrinology | Issue 1/2018

Login to get access

Abstract

Air pollution is a cause of concern for human health. For instance, it is associated with an increased risk for cancer, cardiovascular and respiratory disorders. In vitro and in vivo studies suggested that air pollutants could act as endocrine disruptors, promote oxidative stress and exert genotoxic effect. Whether air pollution affects female infertility is under debate. The aim of the present study was to conduct a systematic review of studies that evaluated the impact of air pollution on female infertility. We systematically searched the MEDLINE (PubMed) and SCOPUS databases to identify all relevant studies published before October 2017. No time or language restrictions were adopted, and queries were limited to human studies. We also hand-searched the reference lists of relevant studies to ensure we did not miss pertinent studies. The risk of bias and quality assessment of the studies identified were performed using the Newcastle-Ottawa Scale. Primary outcomes were conception rate after spontaneous intercourse and live birth rate after in vitro fertilization (IVF) procedures. Secondary outcomes were first trimester miscarriage, stillbirths, infertility, number of oocytes and embryo retrieved. Eleven articles were included in the analysis. We found that in the IVF population, nitrogen dioxide and ozone were associated with a reduced live birth rate while particulate matter of 10 mm was associated with increased miscarriage. Furthermore, in the general population, particulate matter of 2.5 mm and between 2.5 and 10 mm were associated with reduced fecundability, whereas sulfur dioxide, carbon monoxide and nitrogen dioxide might promote miscarriage and stillbirths. The main limitation of our findigns resides in the fact that the desegn of studies included are observational and retrospective. Furthermore, there was a wide heterogenity among studies. Although larger trials are required before drawing definitive conclusions, it seems that air pollution could represent a matter of concern for female infertility.
Appendix
Available only for authorised users
Literature
1.
go back to reference Talmor A, Dunphy B. Female obesity and infertility. Best Pract Res Clin Obstet Gynaecol. 2015;29:498–506.CrossRef Talmor A, Dunphy B. Female obesity and infertility. Best Pract Res Clin Obstet Gynaecol. 2015;29:498–506.CrossRef
2.
go back to reference Healy DL, Trounson AO, Andersen AN. Female infertility: causes and treatment. Lancet (London). 1994;343:1539–44.CrossRef Healy DL, Trounson AO, Andersen AN. Female infertility: causes and treatment. Lancet (London). 1994;343:1539–44.CrossRef
3.
go back to reference ASRM. Effectiveness and treatment for unexplained infertility. Fertil Steril. 2006;86:S111–4. ASRM. Effectiveness and treatment for unexplained infertility. Fertil Steril. 2006;86:S111–4.
4.
go back to reference National Collaborating Centre for Ws, Children's H. National Institute for Health and Clinical Excellence: Guidance. Fertility: Assessment and Treatment for People with Fertility Problems. London: Royal College of Obstetricians & Gynaecologists National Collaborating Centre for Women's and Children's Health; 2013. National Collaborating Centre for Ws, Children's H. National Institute for Health and Clinical Excellence: Guidance. Fertility: Assessment and Treatment for People with Fertility Problems. London: Royal College of Obstetricians & Gynaecologists National Collaborating Centre for Women's and Children's Health; 2013.
5.
go back to reference Rocca ML, Venturella R, Mocciaro R, Di Cello A, Sacchinelli A, Russo V, et al. Polycystic ovary syndrome: chemical pharmacotherapy. Expert Opin Pharmacother. 2015;16:1369–93.CrossRef Rocca ML, Venturella R, Mocciaro R, Di Cello A, Sacchinelli A, Russo V, et al. Polycystic ovary syndrome: chemical pharmacotherapy. Expert Opin Pharmacother. 2015;16:1369–93.CrossRef
6.
go back to reference Alviggi C, Carrieri PB, Pivonello R, Scarano V, Pezzella M, De Placido G, et al. Association of pelvic endometriosis with alopecia universalis, autoimmune thyroiditis and multiple sclerosis. J Endocrinol Investig. 2006;29:182–9.CrossRef Alviggi C, Carrieri PB, Pivonello R, Scarano V, Pezzella M, De Placido G, et al. Association of pelvic endometriosis with alopecia universalis, autoimmune thyroiditis and multiple sclerosis. J Endocrinol Investig. 2006;29:182–9.CrossRef
7.
go back to reference D'Argenio V, Nunziato M, D'Uonno N, Borrillo F, Vallone R, Conforti A, et al. Indications and limitations for preimplantation genetic diagnosis. Biochimica Clinica. 2017;41:314–21. D'Argenio V, Nunziato M, D'Uonno N, Borrillo F, Vallone R, Conforti A, et al. Indications and limitations for preimplantation genetic diagnosis. Biochimica Clinica. 2017;41:314–21.
8.
go back to reference Mahalingaiah S, Hart JE, Laden F, Farland LV, Hewlett MM, Chavarro J, et al. Adult air pollution exposure and risk of infertility in the Nurses’ Health Study II. Human Reprod. 2016;31:638–47.CrossRef Mahalingaiah S, Hart JE, Laden F, Farland LV, Hewlett MM, Chavarro J, et al. Adult air pollution exposure and risk of infertility in the Nurses’ Health Study II. Human Reprod. 2016;31:638–47.CrossRef
9.
go back to reference Nieuwenhuijsen MJ, Basagana X, Dadvand P, Martinez D, Cirach M, Beelen R, et al. Air pollution and human fertility rates. Environ Int. 2014;70:9–14.CrossRef Nieuwenhuijsen MJ, Basagana X, Dadvand P, Martinez D, Cirach M, Beelen R, et al. Air pollution and human fertility rates. Environ Int. 2014;70:9–14.CrossRef
10.
go back to reference Alviggi C, Guadagni R, Conforti A, Coppola G, Picarelli S, De Rosa P, et al. Association between intrafollicular concentration of benzene and outcome of controlled ovarian stimulation in IVF/ICSI cycles: a pilot study. J Ovarian Res. 2014;7:67.CrossRef Alviggi C, Guadagni R, Conforti A, Coppola G, Picarelli S, De Rosa P, et al. Association between intrafollicular concentration of benzene and outcome of controlled ovarian stimulation in IVF/ICSI cycles: a pilot study. J Ovarian Res. 2014;7:67.CrossRef
11.
go back to reference Loomis D, Grosse Y, Lauby-Secretan B, El Ghissassi F, Bouvard V, Benbrahim-Tallaa L, et al. The carcinogenicity of outdoor air pollution. Lancet Oncol. 2013;14:1262–3.CrossRef Loomis D, Grosse Y, Lauby-Secretan B, El Ghissassi F, Bouvard V, Benbrahim-Tallaa L, et al. The carcinogenicity of outdoor air pollution. Lancet Oncol. 2013;14:1262–3.CrossRef
12.
go back to reference Shah AS, Langrish JP, Nair H, McAllister DA, Hunter AL, Donaldson K, et al. Global association of air pollution and heart failure: a systematic review and meta-analysis. Lancet. 2013;382:1039–48.CrossRef Shah AS, Langrish JP, Nair H, McAllister DA, Hunter AL, Donaldson K, et al. Global association of air pollution and heart failure: a systematic review and meta-analysis. Lancet. 2013;382:1039–48.CrossRef
13.
go back to reference Tomaskova H, Tomasek I, Slachtova H, Polaufova P, Splichalova A, Michalik J, et al. PM10 air pollution and acute hospital admissions for cardiovascular and respiratory causes in Ostrava. Cent Eur J Public Health. 2016;24(Suppl):S33–s9.CrossRef Tomaskova H, Tomasek I, Slachtova H, Polaufova P, Splichalova A, Michalik J, et al. PM10 air pollution and acute hospital admissions for cardiovascular and respiratory causes in Ostrava. Cent Eur J Public Health. 2016;24(Suppl):S33–s9.CrossRef
14.
go back to reference Li S, Williams G, Jalaludin B, Baker P. Panel studies of air pollution on children's lung function and respiratory symptoms: a literature review. J Asthma. 2012;49:895–910.CrossRef Li S, Williams G, Jalaludin B, Baker P. Panel studies of air pollution on children's lung function and respiratory symptoms: a literature review. J Asthma. 2012;49:895–910.CrossRef
15.
go back to reference Dadvand P, Parker J, Bell ML, Bonzini M, Brauer M, Darrow LA, et al. Maternal exposure to particulate air pollution and term birth weight: a multi-country evaluation of effect and heterogeneity. Environ Health Perspect. 2013;121:267–373.CrossRef Dadvand P, Parker J, Bell ML, Bonzini M, Brauer M, Darrow LA, et al. Maternal exposure to particulate air pollution and term birth weight: a multi-country evaluation of effect and heterogeneity. Environ Health Perspect. 2013;121:267–373.CrossRef
16.
go back to reference Brauer M, Lencar C, Tamburic L, Koehoorn M, Demers P, Karr C. A cohort study of traffic-related air pollution impacts on birth outcomes. Environ Health Perspect. 2008;116:680–6.CrossRef Brauer M, Lencar C, Tamburic L, Koehoorn M, Demers P, Karr C. A cohort study of traffic-related air pollution impacts on birth outcomes. Environ Health Perspect. 2008;116:680–6.CrossRef
17.
go back to reference Kampa M, Castanas E. Human health effects of air pollution. Environ Pollut. 2008;151:362–7.CrossRef Kampa M, Castanas E. Human health effects of air pollution. Environ Pollut. 2008;151:362–7.CrossRef
18.
go back to reference Thron RW. Direct and indirect exposure to air pollution. Otolaryngol Head Neck Surg. 1996;114:281–5.CrossRef Thron RW. Direct and indirect exposure to air pollution. Otolaryngol Head Neck Surg. 1996;114:281–5.CrossRef
19.
go back to reference Ho SM, Johnson A, Tarapore P, Janakiram V, Zhang X, Leung YK. Environmental epigenetics and its implication on disease risk and health outcomes. ILAR J. 2012;53:289–305.CrossRef Ho SM, Johnson A, Tarapore P, Janakiram V, Zhang X, Leung YK. Environmental epigenetics and its implication on disease risk and health outcomes. ILAR J. 2012;53:289–305.CrossRef
20.
go back to reference Santos-Silva AP, Andrade MN, Pereira-Rodrigues P, Paiva-Melo FD, Soares P, Graceli JB, et al. Frontiers in endocrine disruption: impacts of organotin on the hypothalamus-pituitary-thyroid axis. Mol Cell Endocrinol. 2018;460:246–257.CrossRef Santos-Silva AP, Andrade MN, Pereira-Rodrigues P, Paiva-Melo FD, Soares P, Graceli JB, et al. Frontiers in endocrine disruption: impacts of organotin on the hypothalamus-pituitary-thyroid axis. Mol Cell Endocrinol. 2018;460:246–257.CrossRef
21.
go back to reference Alviggi C, Conforti A, Rosa PD, Strina I, Palomba S, Vallone R, et al. The distribution of stroma and antral follicles differs between insulin-resistance and hyperandrogenism related polycystic ovarian syndrome. Front Endocrinol. 2017;8:117.CrossRef Alviggi C, Conforti A, Rosa PD, Strina I, Palomba S, Vallone R, et al. The distribution of stroma and antral follicles differs between insulin-resistance and hyperandrogenism related polycystic ovarian syndrome. Front Endocrinol. 2017;8:117.CrossRef
22.
go back to reference Soave I, Caserta D, Wenger JM, Dessole S, Perino A, Marci R. Environment and endometriosis: a toxic relationship. Eur Rev Med Pharmacol Sci. 2015;19:1964–72.PubMed Soave I, Caserta D, Wenger JM, Dessole S, Perino A, Marci R. Environment and endometriosis: a toxic relationship. Eur Rev Med Pharmacol Sci. 2015;19:1964–72.PubMed
23.
go back to reference Lelieveld J, Evans JS, Fnais M, Giannadaki D, Pozzer A. The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature. 2015;525:367–71.CrossRef Lelieveld J, Evans JS, Fnais M, Giannadaki D, Pozzer A. The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature. 2015;525:367–71.CrossRef
24.
go back to reference Giannadaki D, Lelieveld J, Pozzer A. Implementing the US air quality standard for PM2.5 worldwide can prevent millions of premature deaths per year. Environ Health. 2016;15:88.CrossRef Giannadaki D, Lelieveld J, Pozzer A. Implementing the US air quality standard for PM2.5 worldwide can prevent millions of premature deaths per year. Environ Health. 2016;15:88.CrossRef
25.
go back to reference Moher D, Altman DG, Liberati A, Tetzlaff J. PRISMA statement. Epidemiology (Cambridge, Mass). 2011;22:128; author reply. Moher D, Altman DG, Liberati A, Tetzlaff J. PRISMA statement. Epidemiology (Cambridge, Mass). 2011;22:128; author reply.
26.
go back to reference Adams J, Hillier-Brown FC, Moore HJ, Lake AA, Araujo-Soares V, White M, et al. Searching and synthesising ‘grey literature’ and ‘grey information’ in public health: critical reflections on three case studies. Syst Rev. 2016;5:164.CrossRef Adams J, Hillier-Brown FC, Moore HJ, Lake AA, Araujo-Soares V, White M, et al. Searching and synthesising ‘grey literature’ and ‘grey information’ in public health: critical reflections on three case studies. Syst Rev. 2016;5:164.CrossRef
27.
go back to reference Wells G, Shea B, O’connell D, Peterson J, Welch V, Losos M, et al. Quality Assessment Scales for Observational Studies. Wiley: Ottawa Health Research Institute; 2004. Wells G, Shea B, O’connell D, Peterson J, Welch V, Losos M, et al. Quality Assessment Scales for Observational Studies. Wiley: Ottawa Health Research Institute; 2004.
28.
go back to reference Legro RS, Sauer MV, Mottla GL, Richter KS, Li X, Dodson WC, et al. Effect of air quality on assisted human reproduction. Hum Reprod. 2010;25:1317–24.CrossRef Legro RS, Sauer MV, Mottla GL, Richter KS, Li X, Dodson WC, et al. Effect of air quality on assisted human reproduction. Hum Reprod. 2010;25:1317–24.CrossRef
29.
go back to reference Slama R, Bottagisi S, Solansky I, Lepeule J, Giorgis-Allemand L, Sram R. Short-term impact of atmospheric pollution on fecundability. Epidemiology. 2013;24:871–9.CrossRef Slama R, Bottagisi S, Solansky I, Lepeule J, Giorgis-Allemand L, Sram R. Short-term impact of atmospheric pollution on fecundability. Epidemiology. 2013;24:871–9.CrossRef
30.
go back to reference Faiz AS, Rhoads GG, Demissie K, Kruse L, Lin Y, Rich DQ. Ambient air pollution and the risk of stillbirth. Am J Epidemiol. 2012;176:308–16.CrossRef Faiz AS, Rhoads GG, Demissie K, Kruse L, Lin Y, Rich DQ. Ambient air pollution and the risk of stillbirth. Am J Epidemiol. 2012;176:308–16.CrossRef
31.
go back to reference Perin PM, Maluf M, Czeresnia CE, Januario DA, Saldiva PH. Impact of short-term preconceptional exposure to particulate air pollution on treatment outcome in couples undergoing in vitro fertilization and embryo transfer (IVF/ET). J Assist Reprod Genet. 2010;27:371–82.CrossRef Perin PM, Maluf M, Czeresnia CE, Januario DA, Saldiva PH. Impact of short-term preconceptional exposure to particulate air pollution on treatment outcome in couples undergoing in vitro fertilization and embryo transfer (IVF/ET). J Assist Reprod Genet. 2010;27:371–82.CrossRef
32.
go back to reference Perin PM, Maluf M, Czeresnia CE, Nicolosi Foltran Januario DA, Nascimento Saldiva PH. Effects of exposure to high levels of particulate air pollution during the follicular phase of the conception cycle on pregnancy outcome in couples undergoing in vitro fertilization and embryo transfer. Fertil Steril. 2010;93:301–3.CrossRef Perin PM, Maluf M, Czeresnia CE, Nicolosi Foltran Januario DA, Nascimento Saldiva PH. Effects of exposure to high levels of particulate air pollution during the follicular phase of the conception cycle on pregnancy outcome in couples undergoing in vitro fertilization and embryo transfer. Fertil Steril. 2010;93:301–3.CrossRef
33.
go back to reference Dejmek J, Jelinek R, Solansky I, Benes I, Sram RJ. Fecundability and parental exposure to ambient sulfur dioxide. Environ Health Perspect. 2000;108:647–54.CrossRef Dejmek J, Jelinek R, Solansky I, Benes I, Sram RJ. Fecundability and parental exposure to ambient sulfur dioxide. Environ Health Perspect. 2000;108:647–54.CrossRef
34.
go back to reference Sallmen M, Neto M, Mayan ON. Reduced fertility among shoe manufacturing workers. Occup Environ Med. 2008;65:518–24.CrossRef Sallmen M, Neto M, Mayan ON. Reduced fertility among shoe manufacturing workers. Occup Environ Med. 2008;65:518–24.CrossRef
35.
go back to reference Green RS, Malig B, Windham GC, Fenster L, Ostro B, Swan S. Residential exposure to traffic and spontaneous abortion. Environ Health Perspect. 2009;117:1939–44.CrossRef Green RS, Malig B, Windham GC, Fenster L, Ostro B, Swan S. Residential exposure to traffic and spontaneous abortion. Environ Health Perspect. 2009;117:1939–44.CrossRef
36.
go back to reference Mohorovic L, Materljan E, Brumini G. Consequences of methemoglobinemia in pregnancy in newborns, children, and adults: issues raised by new findings on methemoglobin catabolism. J Matern Neonatal Med. 2010;23:956–9.CrossRef Mohorovic L, Materljan E, Brumini G. Consequences of methemoglobinemia in pregnancy in newborns, children, and adults: issues raised by new findings on methemoglobin catabolism. J Matern Neonatal Med. 2010;23:956–9.CrossRef
37.
go back to reference Carre J, Gatimel N, Moreau J, Parinaud J. Does air pollution play a role in infertility?: a systematic review. Environ Health. 2017;16:82.CrossRef Carre J, Gatimel N, Moreau J, Parinaud J. Does air pollution play a role in infertility?: a systematic review. Environ Health. 2017;16:82.CrossRef
38.
go back to reference Mohallem SV, de Araujo Lobo DJ, Pesquero CR, Assuncao JV, de Andre PA, Saldiva PH, et al. Decreased fertility in mice exposed to environmental air pollution in the city of Sao Paulo. Environ Res. 2005;98:196–202.CrossRef Mohallem SV, de Araujo Lobo DJ, Pesquero CR, Assuncao JV, de Andre PA, Saldiva PH, et al. Decreased fertility in mice exposed to environmental air pollution in the city of Sao Paulo. Environ Res. 2005;98:196–202.CrossRef
39.
go back to reference Veras MM, Damaceno-Rodrigues NR, Guimaraes Silva RM, Scoriza JN, Saldiva PH, Caldini EG, et al. Chronic exposure to fine particulate matter emitted by traffic affects reproductive and fetal outcomes in mice. Environ Res. 2009;109:536–43.CrossRef Veras MM, Damaceno-Rodrigues NR, Guimaraes Silva RM, Scoriza JN, Saldiva PH, Caldini EG, et al. Chronic exposure to fine particulate matter emitted by traffic affects reproductive and fetal outcomes in mice. Environ Res. 2009;109:536–43.CrossRef
40.
go back to reference Hammoud A, Carrell DT, Gibson M, Sanderson M, Parker-Jones K, Peterson CM. Decreased sperm motility is associated with air pollution in Salt Lake City. Fertil Steril. 2010;93:1875–9.CrossRef Hammoud A, Carrell DT, Gibson M, Sanderson M, Parker-Jones K, Peterson CM. Decreased sperm motility is associated with air pollution in Salt Lake City. Fertil Steril. 2010;93:1875–9.CrossRef
41.
go back to reference Guven A, Kayikci A, Cam K, Arbak P, Balbay O, Cam M. Alterations in semen parameters of toll collectors working at motorways: does diesel exposure induce detrimental effects on semen? Andrologia. 2008;40:346–51.CrossRef Guven A, Kayikci A, Cam K, Arbak P, Balbay O, Cam M. Alterations in semen parameters of toll collectors working at motorways: does diesel exposure induce detrimental effects on semen? Andrologia. 2008;40:346–51.CrossRef
42.
go back to reference Jurewicz J, Hanke W, Radwan M, Bonde JP. Environmental factors and semen quality. Int J Occup Med Environ Health. 2009;22:305–29.PubMed Jurewicz J, Hanke W, Radwan M, Bonde JP. Environmental factors and semen quality. Int J Occup Med Environ Health. 2009;22:305–29.PubMed
43.
go back to reference de Angelis C, Galdiero M, Pivonello C, Salzano C, Gianfrilli D, Piscitelli P, et al. The environment and male reproduction: The effect of cadmium exposure on reproductive function and its implication in fertility. Reprod Toxicol. 2017;73:105–27.CrossRef de Angelis C, Galdiero M, Pivonello C, Salzano C, Gianfrilli D, Piscitelli P, et al. The environment and male reproduction: The effect of cadmium exposure on reproductive function and its implication in fertility. Reprod Toxicol. 2017;73:105–27.CrossRef
44.
go back to reference Jurewicz J, Radwan M, Sobala W, Polanska K, Radwan P, Jakubowski L, et al. The relationship between exposure to air pollution and sperm disomy. Environ Mol Mutagen. 2015;56:50–9.CrossRef Jurewicz J, Radwan M, Sobala W, Polanska K, Radwan P, Jakubowski L, et al. The relationship between exposure to air pollution and sperm disomy. Environ Mol Mutagen. 2015;56:50–9.CrossRef
45.
go back to reference Okamura K, Kizu R, Toriba A, Murahashi T, Mizokami A, Burnstein KL, et al. Antiandrogenic activity of extracts of diesel exhaust particles emitted from diesel-engine truck under different engine loads and speeds. Toxicology. 2004;195:243–54.CrossRef Okamura K, Kizu R, Toriba A, Murahashi T, Mizokami A, Burnstein KL, et al. Antiandrogenic activity of extracts of diesel exhaust particles emitted from diesel-engine truck under different engine loads and speeds. Toxicology. 2004;195:243–54.CrossRef
46.
go back to reference De Coster S, Van Larebeke N. Endocrine-disrupting chemicals: associated disorders and mechanisms of action. J Environ Public Health. 2012;2012:713696.CrossRef De Coster S, Van Larebeke N. Endocrine-disrupting chemicals: associated disorders and mechanisms of action. J Environ Public Health. 2012;2012:713696.CrossRef
47.
go back to reference Alviggi C, Cariati F, Conforti A, De Rosa P, Vallone R, Strina I, et al. The effect of FT500 Plus(®) on ovarian stimulation in PCOS women. Reprod Toxicol. 2016;59:40–4.CrossRef Alviggi C, Cariati F, Conforti A, De Rosa P, Vallone R, Strina I, et al. The effect of FT500 Plus(®) on ovarian stimulation in PCOS women. Reprod Toxicol. 2016;59:40–4.CrossRef
48.
go back to reference Rubes J, Selevan SG, Evenson DP, Zudova D, Vozdova M, Zudova Z, et al. Episodic air pollution is associated with increased DNA fragmentation in human sperm without other changes in semen quality. Hum Reprod. 2005;20:2776–83.CrossRef Rubes J, Selevan SG, Evenson DP, Zudova D, Vozdova M, Zudova Z, et al. Episodic air pollution is associated with increased DNA fragmentation in human sperm without other changes in semen quality. Hum Reprod. 2005;20:2776–83.CrossRef
49.
go back to reference Madrigano J, Baccarelli A, Mittleman MA, Wright RO, Sparrow D, Vokonas PS, et al. Prolonged exposure to particulate pollution, genes associated with glutathione pathways, and DNA methylation in a cohort of older men. Environ Health Perspect. 2011;119:977–82.CrossRef Madrigano J, Baccarelli A, Mittleman MA, Wright RO, Sparrow D, Vokonas PS, et al. Prolonged exposure to particulate pollution, genes associated with glutathione pathways, and DNA methylation in a cohort of older men. Environ Health Perspect. 2011;119:977–82.CrossRef
50.
go back to reference Bind MA, Lepeule J, Zanobetti A, Gasparrini A, Baccarelli A, Coull BA, et al. Air pollution and gene-specific methylation in the normative aging study: association, effect modification, and mediation analysis. Epigenetics. 2014;9:448–58.CrossRef Bind MA, Lepeule J, Zanobetti A, Gasparrini A, Baccarelli A, Coull BA, et al. Air pollution and gene-specific methylation in the normative aging study: association, effect modification, and mediation analysis. Epigenetics. 2014;9:448–58.CrossRef
Metadata
Title
Air pollution and female fertility: a systematic review of literature
Authors
Alessandro Conforti
Marika Mascia
Giuseppina Cioffi
Cristina De Angelis
Giuseppe Coppola
Pasquale De Rosa
Rosario Pivonello
Carlo Alviggi
Giuseppe De Placido
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Reproductive Biology and Endocrinology / Issue 1/2018
Electronic ISSN: 1477-7827
DOI
https://doi.org/10.1186/s12958-018-0433-z

Other articles of this Issue 1/2018

Reproductive Biology and Endocrinology 1/2018 Go to the issue