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Jung EM, Heck JE, Spector LG. The relative contributions of genetic and non-genetic factors to the risk of neuroblastoma. Pediatr Investig 2025; 9:82-93. [PMID: 40241886 PMCID: PMC11998183 DOI: 10.1002/ped4.12455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 09/02/2024] [Indexed: 04/18/2025] Open
Abstract
Previous literature has well-established genetic factors as being associated with neuroblastoma (NB). About 1%-2% of NB cases are familial, with 85% of these cases predisposed to mutations in the PHOX2B and ALK genes. The genetic basis of sporadic NB has been studied through genome-wide association studies and next-generation sequencing approaches. Particularly, germline variants, as well as copy number variations, confer increased risks of NB, often with effect estimates ≥1.5, underscoring the strong genetic contributions to NB. However, the strength of the association varied in non-genetic factors. Some risk factors, such as birth defects, maternal illicit drug use, and early infections, had relatively stronger associations (effect estimates ≥1.5 or ≤0.67), while some other factors remain inconclusive. This suggests that certain non-genetic factors may play a more prominent role in NB risk, while further research is needed to clarify the impact of others. We synthesized and critically evaluated existing literature on the risk factors of NB to provide an overview, analyze the current state of knowledge, and outline a research path to address the relative contributions of genetic and non-genetic factors in NB. Future epidemiologic studies should incorporate novel methods for measuring genetic and non-genetic factors to comprehensively assess the full extent of factors contributing to NB. Furthermore, the utilization of dried blood spots holds promise to overcome technical and recruitment challenges for future studies. These strategies will contribute to a more holistic understanding of NB etiology and potentially lead to improved prevention strategies.
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Affiliation(s)
- Eun Mi Jung
- Department of PediatricsDivision of Epidemiology and Clinical Research, University of MinnesotaMinneapolisMinnesotaUSA
| | - Julia E. Heck
- College of Health and Public ServiceUniversity of North TexasDentonTexasUSA
| | - Logan G. Spector
- Department of PediatricsDivision of Epidemiology and Clinical Research, University of MinnesotaMinneapolisMinnesotaUSA
- Masonic Cancer CenterUniversity of MinnesotaMinneapolisMinnesotaUSA
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Clemmensen PJ, Brix N, Schullehner J, Toft G, Søgaard Tøttenborg S, Sørig Hougaard K, Bjerregaard AA, Halldorsson TI, Olsen SF, Hansen B, Stayner LT, Sigsgaard T, Kolstad H, Bonde JPE, Ramlau-Hansen CH. Maternal use of nitrosatable drugs during pregnancy and adult male reproductive health: A population-based cohort study. Andrology 2024; 12:1740-1750. [PMID: 38488298 DOI: 10.1111/andr.13625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/30/2024] [Accepted: 02/19/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND Prenatal exposures to xenobiotics during the masculinization programming window are suggested to impact male fecundity later in life. Frequently used nitrosatable drugs, such as penicillins and beta2-agonists, contain amines or amides that may form teratogenic compounds in reaction with nitrite. OBJECTIVES We explored whether maternal nitrosatable drug use during gestation was associated with biomarkers of male fecundity in adulthood; moreover, the potential modifiable effect of nitrate and vitamin intake was investigated. METHOD We performed a cohort study in the Fetal Programming of Semen Quality cohort that includes semen characteristics, reproductive hormone concentrations, and measures of testis size on 1058 young adult sons in the Danish National Birth Cohort. Information on maternal use of nitrosatable drugs was obtained from questionnaires and interviews around gestational weeks 11 and 16. A multivariable negative binomial regression model was used to obtain relative differences in biomarkers of male fecundity for those whose mothers used nitrosatable drugs compared to those without such maternal use. In sub-analyses, the exposure was categorized according to nitrosatable drug type: secondary amine, tertiary amine, or amide. We investigated dose dependency by examining the number of weeks with intake and explored potential effect modification by low versus high maternal nitrate and vitamin intake from diet and nitrate concentration in drinking water. We added selection weights and imputed values of missing covariates to limit the risk of selection bias. RESULTS In total, 19.6% of the study population were born of mothers with an intake of nitrosatable drugs at least once during early pregnancy. Relative differences in biomarkers related to male fecundity between exposed and unexposed participants were negligible. Imputation of missing covariates did not fundamentally alter the results. Furthermore, no sensitive subpopulations were detected. CONCLUSIONS The results suggest that maternal use of nitrosatable drugs does not have a harmful influence on the male fecundity of the offspring.
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Affiliation(s)
| | - Nis Brix
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - Jörg Schullehner
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Danish Big Data Centre for Environment and Health (BERTHA), Aarhus University, Aarhus, Denmark
| | - Gunnar Toft
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
| | - Sandra Søgaard Tøttenborg
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Kobenhavn, Denmark
- Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
| | - Karin Sørig Hougaard
- Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
- National Research Centre for the Working Environment, Kobenhavn, Denmark
| | - Anne Ahrendt Bjerregaard
- Department of Epidemiology Research, Statens Serum Institut, Kobenhavn, Denmark
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Kobenhavn, Denmark
| | - Thorhallur Ingi Halldorsson
- Department of Epidemiology Research, Statens Serum Institut, Kobenhavn, Denmark
- Faculty of Food Science and Nutrition, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | - Sjurdur Frodi Olsen
- Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
- Department of Epidemiology Research, Statens Serum Institut, Kobenhavn, Denmark
| | | | - Leslie Thomas Stayner
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Torben Sigsgaard
- Department of Public Health, Aarhus University, Aarhus, Denmark
- Danish Big Data Centre for Environment and Health (BERTHA), Aarhus University, Aarhus, Denmark
- CIRRAU - Centre for Integrated Register-based Research at Aarhus University, Aarhus, Denmark
| | - Henrik Kolstad
- Department of Occupational Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Jens Peter Ellekilde Bonde
- Department of Occupational and Environmental Medicine, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Kobenhavn, Denmark
- Department of Public Health, University of Copenhagen, Kobenhavn, Denmark
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Orimoloye HT, Hu YH, Federman N, Ritz B, Arah OA, Li CY, Lee PC, Heck JE. Effects of hypertension and use of antihypertensive drugs in pregnancy on the risks of childhood cancers in Taiwan. Cancer Causes Control 2024; 35:1053-1061. [PMID: 38557933 PMCID: PMC11520249 DOI: 10.1007/s10552-024-01864-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 02/10/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Childhood cancers are associated with high mortality and morbidity, and some maternal prescription drug use during pregnancy has been implicated in cancer risk. There are few studies on the effects of hypertension, preeclampsia, and the use of antihypertensives in pregnancy on children's cancer risks. OBJECTIVE This population-based cohort study analyzed the relationship between hypertension, preeclampsia, and antihypertensives taken during pregnancy and the risks of childhood cancers in the offspring. METHODS Data on all children born in Taiwan between 2004 and 2015 (N = 2,294,292) were obtained from the Maternal and Child Health Database. This registry was linked with the National Health Insurance Database and Cancer Registry to get the records of maternal use of diuretics or other antihypertensives in pregnancy and records of children with cancer diagnosed before 13 years. We used Cox proportional hazard modeling to estimate the influence of maternal health conditions and antihypertensive drug exposure on the risks of developing childhood cancers. RESULTS Offspring of mothers with hypertension (chronic or gestational) had a higher risk of acute lymphocytic lymphoma [hazard ratio (HR) = 1.87, 95% Confidence Interval (CI) 1.32 - 2.65] and non-Hodgkin's lymphoma (HR = 1.96, 95% CI 1.34 - 2.86). We estimated only a weak increased cancer risk in children whose mothers used diuretics (HR = 1.16, 95% CI 0.77 - 1.74) or used antihypertensives other than diuretics (HR = 1.15, 95% CI 0.86 - 1.54) before birth. CONCLUSIONS In this cohort study, children whose mothers had chronic and gestational hypertension had an increased risk of developing childhood cancer.
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Affiliation(s)
- Helen T Orimoloye
- College of Health and Public Service, University of North Texas, Denton, TX, USA
| | - Ya-Hui Hu
- Department of Public Health, College of Medicine, National Cheng Kung University, No. 1, University Road, Tainan, 70101, Taiwan
| | - Noah Federman
- Department of Pediatrics, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Onyebuchi A Arah
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
- Department of Statistics and Data Science, College of Letters and Science, University of California, Los Angeles, CA, USA
- Research Unit for Epidemiology, Department of Public Health, Faculty of Health, Aarhus University, Aarhus, Denmark
| | - Chung-Yi Li
- Department of Public Health, College of Medicine, National Cheng Kung University, No. 1, University Road, Tainan, 70101, Taiwan
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
- Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Pei-Chen Lee
- Department of Public Health, College of Medicine, National Cheng Kung University, No. 1, University Road, Tainan, 70101, Taiwan.
| | - Julia E Heck
- College of Health and Public Service, University of North Texas, Denton, TX, USA
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
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Sirirungreung A, Lee PC, Hu YH, Liew Z, Ritz B, Heck JE. Maternal medically diagnosed infection and antibiotic prescription during pregnancy and risk of childhood cancer: A population-based cohort study in Taiwan, 2004 to 2015. Int J Cancer 2024; 154:626-635. [PMID: 37792464 PMCID: PMC10942658 DOI: 10.1002/ijc.34744] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 10/05/2023]
Abstract
While associations between maternal infections during pregnancy and childhood leukemia in offspring have been extensively studied, the evidence for other types of childhood cancers is limited. Additionally, antibiotic exposure during pregnancy could potentially increase the risk of childhood cancers. Our study investigates associations between maternal infections and antibiotic prescriptions during pregnancy and the risk of childhood cancer in Taiwan. We conducted a population-based cohort study using the Taiwan Maternal and Child Health Database (TMCHD), linked with national health and cancer registries. The study included 2 267 186 mother-child pairs, and the median follow-up time was 7.96 years. Cox proportional hazard models were utilized to estimate effects. Maternal infections during pregnancy were associated with a moderate increase in the risk of childhood hepatoblastoma (adjusted hazard ratio [HR] = 1.34; 95% confidence interval [CI]: 0.90-1.98) and a weaker increase in the risk of childhood acute lymphoblastic leukemia (ALL) (adjusted HR = 1.15; 95% CI: 0.99-1.35). Antibiotic prescriptions during pregnancy were also associated with an elevated risk of childhood ALL (adjusted HR = 1.30; 95% CI: 1.04-1.63), particularly with tetracyclines (adjusted HR = 2.15; 95% CI: 1.34-3.45). Several specific antibiotics were also associated with an increased risk of hepatoblastoma and medulloblastoma. Children exposed in utero to antibiotic prescription or both infections and antibiotics during pregnancy were at higher risk of developing ALL. Our findings suggest that there are associations between maternal infections, antibiotic use during pregnancy and the risk of several childhood cancers in addition to ALL and highlight the importance of further research in this area.
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Affiliation(s)
- Anupong Sirirungreung
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Pei-Chen Lee
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Hui Hu
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Zeyan Liew
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
| | - Julia E Heck
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA
- College of Health and Public Service, University of North Texas, Denton, TX, USA
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Clemmensen PJ, Brix N, Schullehner J, Ernst A, Harrits Lunddorf LL, Bjerregaard AA, Halldorsson TI, Olsen SF, Hansen B, Stayner LT, Kolstad HA, Sigsgaard T, Ramlau-Hansen CH. Prenatal exposure to nitrosatable drugs and timing of puberty in sons and daughters: A nationwide cohort study. Int J Hyg Environ Health 2023; 254:114271. [PMID: 37820420 DOI: 10.1016/j.ijheh.2023.114271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/12/2023] [Accepted: 10/03/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND N-nitroso compounds (NOCs) can be formed by endogenous reactions between nitrosatable drugs and nitrite. Animal studies have found that several NOCs are teratogenic, and epidemiological studies report associations between prenatal exposure to nitrosatable drugs and adverse birth outcomes. It is unknown whether prenatal exposure to nitrosatable drugs is harmful to the child's reproductive health, including pubertal development. OBJECTIVES We investigated whether prenatal exposure to nitrosatable drugs was associated with timing of puberty and whether nitrate, nitrite and antioxidant intake modified any association. METHODS The population-based Danish National Birth Cohort (DNBC) Puberty Cohort, which includes 15,819 children, was used to investigate the association between prenatal exposure to nitrosatable drugs and timing of puberty. Around gestational week 11 and gestational week 18, mothers provided information about drug use during pregnancy. The children's self-reported information on onset of pubertal milestones was collected every six months from 11 years of age and throughout puberty. To investigate potential effect modification by nitrite, nitrate and antioxidant intake, information on these factors was obtained from a food frequency questionnaire completed by the mothers in gestational week 25, and information on nitrate concentration in maternal drinking water at her residential address was obtained from monitoring data from public waterworks. Data were analysed using a multivariable regression model for interval-censored data estimating difference in months in timing of puberty between exposure groups. RESULTS A total of 2,715 children were prenatally exposed to nitrosatable drugs. We did not find an association between prenatal exposure to nitrosatable drugs and timing of puberty. This finding was supported by null-findings in the following sub-analyses investigating: 1. subtypes of nitrosatable drugs (secondary and tertiary amines and amides), 2. dose-dependency (duration of drug intake), 3. effect modification by maternal intake of nitrate, nitrite, and antioxidants. 4. confounding by indication. CONCLUSIONS Prenatal exposure to nitrosatable drugs was not associated with timing of puberty. Nitrosatable drugs are commonly used drugs in pregnancy, and further research is needed to allow firm conclusions on the potential effect of prenatal exposure to nitrosatable drugs on the child's reproductive health.
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Affiliation(s)
| | - Nis Brix
- Department of Public Health, Aarhus University, Aarhus, Denmark; Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - Jörg Schullehner
- Department of Public Health, Aarhus University, Aarhus, Denmark; Danish Big Data Centre for Environment and Health (BERTHA), Aarhus University, Aarhus, Denmark
| | - Andreas Ernst
- Department of Public Health, Aarhus University, Aarhus, Denmark; Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Anne Ahrendt Bjerregaard
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark; Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Thorhallur Ingi Halldorsson
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark; Faculty of Food Science and Nutrition, School of Health Sciences, University of Iceland, Iceland
| | - Sjurdur Frodi Olsen
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark; Section of Epidemiology, Institute of Public Health, University of Copenhagen, Denmark
| | | | - Leslie Thomas Stayner
- Division of Epidemiology and Biostatistics, University of Illinois at Chicago, School of Public Health, Chicago, United States
| | - Henrik Albert Kolstad
- Department of Occupational Medicine, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Torben Sigsgaard
- Department of Public Health, Aarhus University, Aarhus, Denmark; Danish Big Data Centre for Environment and Health (BERTHA), Aarhus University, Aarhus, Denmark; Cirrau -Centre for Integrated Register-based Research at Aarhus University, Aarhus, Denmark
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