1
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Awounou D, Mancini M, Lacour B, de Crouy-Chanel P, Aerts I, Minard-Colin V, Schleiermacher G, Verschuur A, Guissou S, Desandes E, Guldner L, Clavel J, Goujon S. Residential proximity to vines and risk of childhood embryonal tumours in France - GEOCAP case-control study, 2006-2013. ENVIRONMENTAL RESEARCH 2024; 240:117417. [PMID: 37865323 DOI: 10.1016/j.envres.2023.117417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/29/2023] [Accepted: 10/14/2023] [Indexed: 10/23/2023]
Abstract
BACKGROUND Exposure to pesticides has been suggested as a potential risk factor for childhood embryonal tumour. The existing literature has mainly focused on parental occupational exposure and domestic use of pesticides, and is very limited for residential exposures to agricultural pesticides. The study aimed to test the hypothesis of an increased risk of embryonal tumour in children living close to viticultural plots, likely to be subject to frequent pesticide applications. METHODS The study is part of the French national registry-based GEOCAP program. We included 2761 cases of neuroblastoma, retinoblastoma, Wilms tumour and rhabdomyosarcoma diagnosed before the age of 15 years in the 2006-2013 period, and 40,196 controls representative of the same age population during this period. Indicators of proximity to vines, the presence of vines and viticulture density within 1000 m of the geocoded addresses of residence, were evaluated combining three sources of data on agricultural land use in a geographic information system. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) using unconditional logistic regressions and carried out several sensitivity analyses to test the stability of the results. RESULTS Approximately 10% of the controls lived within 1000 m of vines, with regional variations ranging from <1% to 38%. We observed a 5% increase in the risk of neuroblastoma for a 10% increase in viticulture density (OR = 1.05, 95% CI: 0.98-1.13), with a regional heterogeneity. The indicators of proximity to vines were not associated with the other non-CNS embryonal tumours. CONCLUSION The study showed a slight increase in the risk of neuroblastoma in children living close to vines, suggesting that residential exposure to agricultural pesticides may be involved in the occurrence of these tumours.
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Affiliation(s)
- Danielle Awounou
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France.
| | - Matthieu Mancini
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France
| | - Brigitte Lacour
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France; French National Registry of Childhood Cancers, RNHE, Hôpital Paul Brousse, Groupe Hospitalier Universitaire Paris-Sud, AP-HP, Villejuif, and RNTSE, CHRU de Nancy, Vandœuvre-lès-Nancy, France
| | - Perrine de Crouy-Chanel
- Santé publique France, the French Public Health Agency, Direction Appui, Traitements et Analyses des données (DATA), Saint-Maurice, France
| | - Isabelle Aerts
- SIREDO Centre (Care, Innovation, Research In Pediatric, Adolescent and Young Adult Oncology), Institut Curie, Paris, France
| | - Véronique Minard-Colin
- Department of Paediatric and Adolescent Oncology, Institut Gustave Roussy - Inserm UMR1015, Université Paris Saclay, Villejuif, France
| | - Gudrun Schleiermacher
- SIREDO Centre (Care, Innovation, Research In Pediatric, Adolescent and Young Adult Oncology), Institut Curie, Paris, France
| | - Arnauld Verschuur
- Department of Paediatric Haematology, Immunology and Oncology, Children Hospital of La Timone, AP-HM, 13385, Marseille, France
| | - Sandra Guissou
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France; French National Registry of Childhood Cancers, RNHE, Hôpital Paul Brousse, Groupe Hospitalier Universitaire Paris-Sud, AP-HP, Villejuif, and RNTSE, CHRU de Nancy, Vandœuvre-lès-Nancy, France
| | - Emmanuel Desandes
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France; French National Registry of Childhood Cancers, RNHE, Hôpital Paul Brousse, Groupe Hospitalier Universitaire Paris-Sud, AP-HP, Villejuif, and RNTSE, CHRU de Nancy, Vandœuvre-lès-Nancy, France
| | - Laurence Guldner
- Santé publique France, the French Public Health Agency, Direction Santé Environnement Travail (DSET), Saint-Maurice, France
| | - Jacqueline Clavel
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France; French National Registry of Childhood Cancers, RNHE, Hôpital Paul Brousse, Groupe Hospitalier Universitaire Paris-Sud, AP-HP, Villejuif, and RNTSE, CHRU de Nancy, Vandœuvre-lès-Nancy, France
| | - Stéphanie Goujon
- Inserm UMR1153, Epidemiology of Childhood and Adolescent Cancers (EPICEA) team, Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), Paris, France; French National Registry of Childhood Cancers, RNHE, Hôpital Paul Brousse, Groupe Hospitalier Universitaire Paris-Sud, AP-HP, Villejuif, and RNTSE, CHRU de Nancy, Vandœuvre-lès-Nancy, France.
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2
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Awounou D, Lacour B, Desandes E, Guissou S, Cassoux N, Doz F, Dufour C, Minard-Colin V, Schleiermacher G, Taque S, Verschuur A, Clavel J, Goujon S. Seasonality of main childhood embryonal tumours and rhabdomyosarcoma, France, 2000-2015. Cancer Med 2023; 12:8789-8803. [PMID: 36726302 PMCID: PMC10134357 DOI: 10.1002/cam4.5624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 12/13/2022] [Accepted: 01/03/2023] [Indexed: 02/03/2023] Open
Abstract
Few studies have investigated the seasonal patterns of embryonal tumours. Based on data from the French National Registry of Childhood Cancers, the present study aimed to investigate seasonal variations in embryonal tumour incidence rates by month of birth and by month of diagnosis. The study included 6635 primary embryonal tumour cases diagnosed before the age of 15 years over the period 2000-2015 in mainland France. Assuming monthly variations in incidence rates were homogeneous over 2000-2015, we used a Poisson regression model to test for overall heterogeneity in standardised incidence ratios (SIRs) by month of birth or diagnosis. The seasonal scan statistic method was used to detect monthly excesses or deficits of embryonal tumour cases over the whole study period. The annual reproducibility of the observed monthly variations was formally tested. An overall heterogeneity in incidence rates by month of birth was observed for rhabdomyosarcoma in boys only. Based on the month of diagnosis, a seasonality was evidenced for unilateral retinoblastoma, with a lower incidence rate in the summer (SIRJul-Aug = 0.68, 95% CI = 0.52-0.87), whilst the incidence rate of rhabdomyosarcoma tended to be lower in August (SIRAug = 0.68, 95% CI = 0.52-0.89). No seasonality was detected for the other embryonal tumour groups by month of birth or month of diagnosis. This study is one of the largest to have investigated the seasonality of childhood embryonal tumours. The study showed a seasonal variation in the incidence rates by month of diagnosis for unilateral retinoblastoma and rhabdomyosarcoma. Our findings are likely to reflect a delay in consultation during the summer months. However, the role of seasonally varying environmental exposures cannot be ruled out.
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Affiliation(s)
- Danielle Awounou
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France
| | - Brigitte Lacour
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France.,French National Registry of Childhood Solid Tumours (RNTSE), CHU Nancy, Nancy, France
| | - Emmanuel Desandes
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France.,French National Registry of Childhood Solid Tumours (RNTSE), CHU Nancy, Nancy, France
| | - Sandra Guissou
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France.,French National Registry of Childhood Solid Tumours (RNTSE), CHU Nancy, Nancy, France
| | - Nathalie Cassoux
- Université Paris Cité, Paris, France.,Department of Surgical Oncology, Institut Curie, Paris, France
| | - François Doz
- Université Paris Cité, Paris, France.,SIREDO Centre (Care, Innovation, Research In Pediatric, Adolescent and Young Adult Oncology), Institut Curie, Paris, France
| | - Christelle Dufour
- Department of Paediatric and Adolescent Oncology, Institut Gustave Roussy, Université Paris Saclay, Villejuif, France
| | - Véronique Minard-Colin
- Department of Paediatric and Adolescent Oncology, Institut Gustave Roussy, Université Paris Saclay, Villejuif, France.,Inserm, UMR 1015, Université Paris Saclay, Villejuif, France
| | - Gudrun Schleiermacher
- SIREDO Centre (Care, Innovation, Research In Pediatric, Adolescent and Young Adult Oncology), Institut Curie, Paris, France
| | - Sophie Taque
- Department of Paediatrics, CHU Rennes, Rennes, France
| | - Arnauld Verschuur
- Department of Paediatric Haematology, Immunology and Oncology, Children Hospital of La Timone, APHM, Marseille, France
| | - Jacqueline Clavel
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France.,French National Registry of Childhood Haematological Malignancies (RNHE), Villejuif, France
| | - Stéphanie Goujon
- Inserm, UMR 1153 Centre of Research in Epidemiology and StatisticS (CRESS), Epidemiology of childhood and adolescent cancers team (EPICEA), Villejuif, France.,Université Paris Cité, Paris, France.,French National Registry of Childhood Haematological Malignancies (RNHE), Villejuif, France
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3
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Ataei M, Abdollahi M. A systematic review of mechanistic studies on the relationship between pesticide exposure and cancer induction. Toxicol Appl Pharmacol 2022; 456:116280. [DOI: 10.1016/j.taap.2022.116280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 10/05/2022] [Accepted: 10/09/2022] [Indexed: 01/01/2023]
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4
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Thompson S, Ritz B, Cockburn M, Heck JE. Prenatal ambient pesticide exposure and childhood retinoblastoma. Int J Hyg Environ Health 2022; 245:114025. [PMID: 36037576 PMCID: PMC9901366 DOI: 10.1016/j.ijheh.2022.114025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 07/28/2022] [Accepted: 08/12/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Retinoblastoma is a rare tumor of the retina, most commonly found in young children. Due to the rarity of this childhood cancer, few studies have been able to examine prenatal pesticide exposure as a risk factor. OBJECTIVE To examine the relationship between childhood retinoblastoma and prenatal exposure to pesticides through residential proximity to agricultural pesticide applications. METHODS We conducted a population-based case-control study using cases aged 5 and younger identified from the California Cancer Registry, and controls randomly selected from California birth certificates. Frequency matching cases to controls by age resulted in 221 cases of unilateral retinoblastoma and 114 cases of bilateral retinoblastoma, totaling 335 cases and 123,166 controls. Based on addresses from birth certificates we employed Pesticide Use Reports and land use information within a geographic information system approach to individually assess exposures to specific pesticides within 4000 m of the residence reported on birth certificates. The associations between retinoblastoma (all types combined and stratified by laterality) and individual pesticides were expressed as odds ratios estimates obtained from unconditional logistic regression models including a single pesticide, and from a hierarchical logistic regression model including all pesticides. RESULTS We found that exposures to acephate (OR: 1.70, 95% CI: 1.20, 2.41) and bromacil (OR: 1.87, 95% CI: 1.07, 3.26) were associated with increased risk for unilateral retinoblastoma. In addition to acephate, we found that pymetrozine (OR: 1.45, 95% CI: 1.00, 2.08) and kresoxim-methyl (OR: 1.60, 95% CI: 1.00, 2.56) were associated with retinoblastoma (all types combined). CONCLUSION Our findings suggest that certain types of prenatal ambient pesticide exposure from residing near agricultural fields may play a role in the development of childhood retinoblastoma.
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Affiliation(s)
- Shiraya Thompson
- Department of Epidemiology, Fielding School of Public Health, University of California, 650 Charles E. Young Dr. S, Box 951772, Los Angeles, CA, 90095-1772, USA
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, 650 Charles E. Young Dr. S, Box 951772, Los Angeles, CA, 90095-1772, USA
| | - Myles Cockburn
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 2001, N. Soto Street, Suite 318-A, Los Angeles, CA, USA
| | - Julia E. Heck
- Department of Epidemiology, Fielding School of Public Health, University of California, 650 Charles E. Young Dr. S, Box 951772, Los Angeles, CA, 90095-1772, USA,Jonsson Comprehensive Cancer Center, University of California, Box 951781, Los Angeles, CA, 90095-1781, USA,College of Health and Public Service, University of North Texas, 1155 Union Circle #311340, Denton, TX, 76203-5017, USA,Center for Racial and Ethnic Equity in Health and Society (CREEHS), 1155 Union Circle, Denton, TX, 76201, USA,Corresponding author.1155 Union Circle #311340, Denton, TX, 76203-5017, USA. (J.E. Heck)
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5
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Nicolella HD, de Assis S. Epigenetic Inheritance: Intergenerational Effects of Pesticides and Other Endocrine Disruptors on Cancer Development. Int J Mol Sci 2022; 23:4671. [PMID: 35563062 PMCID: PMC9102839 DOI: 10.3390/ijms23094671] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/08/2022] [Accepted: 04/20/2022] [Indexed: 12/14/2022] Open
Abstract
Parental environmental experiences affect disease susceptibility in the progeny through epigenetic inheritance. Pesticides are substances or mixtures of chemicals-some of which are persistent environmental pollutants-that are used to control pests. This review explores the evidence linking parental exposure to pesticides and endocrine disruptors to intergenerational and transgenerational susceptibility of cancer in population studies and animal models. We also discuss the impact of pesticides and other endocrine disruptors on the germline epigenome as well as the emerging evidence for how epigenetic information is transmitted between generations. Finally, we discuss the importance of this mode of inheritance in the context of cancer prevention and the challenges ahead.
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Affiliation(s)
- Heloiza Diniz Nicolella
- Georgetown University Medical Center, Washington, DC 20057, USA;
- Lombardi Comprehensive Cancer Center, Washington, DC 20057, USA
| | - Sonia de Assis
- Georgetown University Medical Center, Washington, DC 20057, USA;
- Lombardi Comprehensive Cancer Center, Washington, DC 20057, USA
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6
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Orjuela-Grimm M, Carreño SB, Liu X, Ruiz A, Medina P, Ramirez Ortiz MA, Rendon JR, Molina NCL, Pinilla H, Hinojosa D, Rodriguez L, Connor AO, Rodriguez FM, Castañeda MVP, Cabrera-Muñoz L. Sunlight exposure in infancy decreases risk of sporadic retinoblastoma, extent of intraocular disease. Cancer Rep (Hoboken) 2021; 4:e1409. [PMID: 33960746 PMCID: PMC8714544 DOI: 10.1002/cnr2.1409] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/01/2021] [Accepted: 04/09/2021] [Indexed: 12/28/2022] Open
Abstract
Background Prior ecologic studies suggest that UV exposure through sunlight to the retina might contribute to increased retinoblastoma incidence. Aims Our study objectives were (1) to examine the relationship between exposure to sunlight during postnatal retinal development (prior to diagnosis of sporadic disease) and the risk of retinoblastoma, and (2) to examine the relationship between sun exposure during postnatal retinal development, and the extent of disease among children with unilateral and bilateral retinoblastoma. Methods and results We interviewed 511 mothers in the EpiRbMx case‐control study about their child's exposure to sunlight during postnatal retinal cell division by examining three time periods prior to Rtb diagnosis coinciding with developmental stages in which outdoor activities vary. Weekly sun exposure was compared by age period, between unilateral (n = 259), bilateral (n = 120), and control (n = 132) children, accounting for two factors affecting UV exposure: residential elevation and reported use of coverings to shield eyes. For cases, association between sunlight exposure and clinical stage was examined by laterality at each age period. After adjusting for maternal education and elevation, sun exposure was lower in cases than controls in all three age periods especially during the first 6 months, and in children 12–23 months whose mothers did not cover their eyes when outdoors. In children diagnosed after 12 months of age, sun exposure during the second year of life (age 12–23 months) appeared inversely correlated (r = −0.25) with more advanced intraocular disease in bilateral Rtb children after adjusting for maternal education, residential elevation, and age of diagnosis (p < .09) consistent with effects of Vitamin D exposure on intraocular spread in earlier transgenic murine models of retinoblastoma, and suggesting potential chemopreventive strategies. Conclusion Sun exposure in early childhood is protective for retinoblastoma and may decrease degree of intraocular spread in children with bilateral Rtb.
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Affiliation(s)
- Manuela Orjuela-Grimm
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA.,Department of Pediatrics (Division of Pediatric Hematology, Oncology, and Stem Cell Transplantation), Columbia University Medical Center, New York, New York, USA
| | - Silvia Bhatt Carreño
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Xinhua Liu
- Mailman School of Public Health, Department of Biostatistics, Columbia University Medical Center, New York, New York, USA
| | - Ambar Ruiz
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Paola Medina
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Marco A Ramirez Ortiz
- Department of Ophthalmology, Hospital Infantil de Mexico, Federico Gomez, Mexico City, Mexico
| | - Josefina Romero Rendon
- Centro Medico Nacional Siglo XXI, Instituto Mexicano de Seguro Social, Hospital de Pediatria, Mexico City, Mexico
| | | | - Hector Pinilla
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Daniela Hinojosa
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Laura Rodriguez
- Mailman School of Public Health, Department of Epidemiology, Columbia University Medical Center, New York, New York, USA
| | - Anita O' Connor
- Mailman School of Public Health, Department of Environmental Health Science, Columbia University Medical Center, New York, New York, USA
| | - Fabiola Mejia Rodriguez
- Centro de Investigacion de Nutricion y Salud, Instituto Nacional de Salud Publica, Cuernavaca, Mexico
| | - M Veronica Ponce Castañeda
- Centro Medico Nacional Siglo XXI, Instituto Mexicano de Seguro Social, Hospital de Pediatria, Mexico City, Mexico
| | - Lourdes Cabrera-Muñoz
- Department of Pathology, Hospital Infantil de Mexico, Federico Gomez, Mexico City, Mexico
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7
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Omidakhsh N, Hansen J, Ritz B, Coleman AL, McKean-Cowdin R, Olsen J, Heck JE. Parental Occupation and Risk of Childhood Retinoblastoma in Denmark. J Occup Environ Med 2021; 63:256-261. [PMID: 33395168 PMCID: PMC8259454 DOI: 10.1097/jom.0000000000002120] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Retinoblastoma is the most common primary intraocular tumor affecting children. We examine the role of parental occupational exposures and risk of retinoblastoma among offspring. METHODS Our population-based case-control study linked data from four nationwide Danish registries and included all cases of retinoblastoma diagnosed in Danish children (<5 y, n = 144) between 1975 and 2014. We focused on two biologically relevant time periods: 90 days preconception to conception for fathers; conception to birth for mothers. Parents were grouped into major industry headings created from Danish industry codes. RESULTS We observed increased risk of all retinoblastoma for children of fathers in the food and drink industry and iron and metal industry. Bilateral disease was associated with paternal work in manufacturing and land transportation. CONCLUSION Our results suggest that some occupational exposures may increase the risk of childhood sporadic retinoblastoma.
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Affiliation(s)
- Negar Omidakhsh
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Johnni Hansen
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
- Department of Environmental Health Sciences, School of Public Health, University of California, Los Angeles, CA, USA
| | - Anne L. Coleman
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
- Department of Ophthalmology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Roberta McKean-Cowdin
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jorn Olsen
- Department of Clinical Epidemiology, Aarhus University, Aarhus, Denmark
| | - Julia E. Heck
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
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8
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Furlong MA, Paul KC, Yan Q, Chuang YH, Cockburn MG, Bronstein JM, Horvath S, Ritz B. An epigenome-wide association study of ambient pyrethroid pesticide exposures in California's central valley. Int J Hyg Environ Health 2020; 229:113569. [PMID: 32679516 DOI: 10.1016/j.ijheh.2020.113569] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/08/2020] [Accepted: 05/22/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Pyrethroid pesticide use is increasing worldwide, although the full extent of associated health effects is unknown. An epigenome-wide association study (EWAS) with exploratory pathway analysis may help identify potential pyrethroid-related health effects. METHODS We performed an exploratory EWAS of chronic ambient pyrethroid exposure using control participants' blood in the Parkinson's Environment and Genes Study in the Central Valley of California (N = 237). We estimated associations of living and working near agricultural pyrethroid pesticide applications in the past 5 years (binary) with site-specific differential methylation, and used a false discovery rate (FDR) cut off of 0.05 for significance. We controlled for age, sex, education, cell count, and an ancestral marker for Hispanic ethnicity. We normalized methylation values for Type I/II probe bias using Beta-Mixture Quantile (BMIQ) normalization, filtered out cross-reactive probes, and evaluated for remaining bias with Surrogate Variable Analysis (SVA). We also evaluated the effects of controlling for cell count and normalizing for Type I/II probe bias by comparing changes in effect estimates and p-values for the top hits across BMIQ and GenomeStudio normalization methods, and controlling for cell count. To facilitate broader interpretation, we annotated genes to the CpG sites and performed gene set overrepresentation analysis, using genes annotated to CpG sites that were associated with pyrethroids at a raw p < 0.05, and controlling for background representation of CpG sites on the chip. We did this for both a biological process context (Gene Ontology terms) using missMethyl, and a disease set context using WebGestalt. For these gene set overrepresentation analyses we also used an FDR cut off of 0.05 for significance of gene sets. RESULTS After controlling for cell count and applying BMIQ normalization, 4 CpG sites were differentially methylated in relation to pyrethroid exposures. When using GenomeStudio's Illumina normalization, 415 CpG sites were differentially methylated, including all four identified with the BMIQ method. In the gene set overrepresentation analyses, we identified 6 GO terms using BMIQ normalization, and 76 using Illumina normalization, including the 6 identified by BMIQ. For disease sets, we identified signals for Alzheimer's disease, leukemia and several other cancers, diabetes, birth defects, and other diseases, for both normalization methods. We identified minimal changes in effect estimates after controlling for cell count, and controlling for cell count generally weakened p-values. BMIQ normalization, however, resulted in different beta coefficients and weakened p-values. CONCLUSIONS Chronic ambient pyrethroid exposure is associated with differential methylation at CpG sites that annotate to a wide variety of disease states and biological mechanisms that align with prior research. However, this EWAS also implicates several novel diseases for future investigation, and highlights the relative importance of different background normalization methods in identifying associations.
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Affiliation(s)
- Melissa A Furlong
- Department of Community, Environment, and Policy, University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, AZ, USA.
| | - Kimberly C Paul
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Qi Yan
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Yu-Hsuan Chuang
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Myles G Cockburn
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, CA, USA
| | - Jeff M Bronstein
- Department of Neurology, David Geffen School of Medicine, Los Angeles, CA, USA
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, Los Angeles, CA, USA; Department of Biostatistics, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Beate Ritz
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA; Department of Neurology, David Geffen School of Medicine, Los Angeles, CA, USA
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9
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Lupo PJ, Spector LG. Cancer Progress and Priorities: Childhood Cancer. Cancer Epidemiol Biomarkers Prev 2020; 29:1081-1094. [DOI: 10.1158/1055-9965.epi-19-0941] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 12/18/2019] [Accepted: 03/09/2020] [Indexed: 11/16/2022] Open
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10
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Omidakhsh N, Bunin GR, Ganguly A, Ritz B, Kennedy N, von Ehrenstein OS, Krause N, Heck JE. Parental occupational exposures and the risk of childhood sporadic retinoblastoma: a report from the Children's Oncology Group. Occup Environ Med 2018; 75:205-211. [PMID: 29074554 PMCID: PMC5884108 DOI: 10.1136/oemed-2017-104404] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 10/03/2017] [Accepted: 10/12/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVES We examined associations between parental occupational chemical exposures up to 10 years before conception and the risk of sporadic retinoblastoma among offspring. METHODS In our multicentre study on non-familial retinoblastoma, parents of 187 unilateral and 95 bilateral cases and 155 friend controls were interviewed by telephone. Exposure information was collected retroactively through a detailed occupational questionnaire that asked fathers to report every job held in the 10 years before conception, and mothers 1 month before and during the index pregnancy. An industrial hygienist reviewed all occupational data and assigned an overall exposure score to each job indicating the presence of nine hazardous agents. RESULTS We estimated elevated ORs for unilateral and bilateral retinoblastoma among offspring of fathers who were exposed to polycyclic aromatic hydrocarbons or paints in the 10 years before conception. However, only for exposure to paints did confidence limits exclude the null for bilateral disease (OR: 8.76, 95% CI: 1.32 to 58.09). Maternal prenatal exposure to at least one of the nine agents was related to increased risk of unilateral disease in their children (OR: 5.25, 95% CI: 1.14 to 24.16). Fathers exposed to at least one of the nine agents and who were ≥30 years of age were at increased risk of having a child diagnosed with bilateral retinoblastoma (OR: 6.59, 95% CI: 1.34 to 32.42). CONCLUSIONS Our results suggest a role for several hazardous occupational exposures in the development of childhood retinoblastoma.
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Affiliation(s)
- Negar Omidakhsh
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
| | - Greta R. Bunin
- Retired from the Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia, Philadelphia, USA
| | - Arupa Ganguly
- Department of Genetics, University of Pennsylvania, Philadelphia, USA
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
| | - Nola Kennedy
- Department of Environmental and Occupational Health, California State University, Northridge, Northridge, USA
| | - Ondine S. von Ehrenstein
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
- Department of Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
| | - Niklas Krause
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
- Department of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
| | - Julia E. Heck
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
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Corley B, Bartelt-Hunt S, Rogan E, Coulter D, Sparks J, Baccaglini L, Howell M, Liaquat S, Commack R, Kolok AS. Using Watershed Boundaries to Map Adverse Health Outcomes: Examples From Nebraska, USA. ENVIRONMENTAL HEALTH INSIGHTS 2018; 12:1178630217751906. [PMID: 29398918 PMCID: PMC5788116 DOI: 10.1177/1178630217751906] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 12/11/2017] [Indexed: 06/01/2023]
Abstract
In 2009, a paper was published suggesting that watersheds provide a geospatial platform for establishing linkages between aquatic contaminants, the health of the environment, and human health. This article is a follow-up to that original article. From an environmental perspective, watersheds segregate landscapes into geospatial units that may be relevant to human health outcomes. From an epidemiologic perspective, the watershed concept places anthropogenic health data into a geospatial framework that has environmental relevance. Research discussed in this article includes information gathered from the literature, as well as recent data collected and analyzed by this research group. It is our contention that the use of watersheds to stratify geospatial information may be both environmentally and epidemiologically valuable.
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Affiliation(s)
- Brittany Corley
- Department of Epidemiology, University of Nebraska Medical Center, Omaha, NE, USA
| | | | - Eleanor Rogan
- Department of Environmental, Agricultural & Occupational Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Donald Coulter
- Division of Hematology/Oncology, Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE, USA
| | - John Sparks
- Division of Hematology/Oncology, Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE, USA
| | - Lorena Baccaglini
- Department of Epidemiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Madeline Howell
- Department of Environmental, Agricultural & Occupational Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Sidra Liaquat
- Department of Epidemiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Rex Commack
- Department of Geography & Geology, University of Nebraska Omaha, Omaha, NE, USA
| | - Alan S Kolok
- Department of Environmental, Agricultural & Occupational Health, University of Nebraska Medical Center, Omaha, NE, USA
- Idaho Water Resources Research Institute, University of Idaho, Moscow, ID, USA
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