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Exposures to pesticides and risk of cancer: Evaluation of recent epidemiological evidence in humans, and paths forward
Cavalier, Haleigh; Trasande, Leonardo; Porta, Miquel
Knowledge on the role in cancer etiology of environmental exposures as pesticides is a pre-requisite for primary prevention. We review 62 epidemiological studies on exposure to pesticides and cancer risk in humans published from 2017 to 2021, with emphasis on new findings, methodological approaches, and gaps in the existing literature. While much of the recent evidence suggests causal relationships between pesticide exposure and cancer, the strongest evidence exists for acute myeloid leukemia (AML) and colorectal cancer (CRC), diseases in which the observed associations were consistent across several studies, including high quality prospective studies and those using biomarkers for exposure assessment, with some observing dose-response relationships. Though high-quality studies have been published since the IARC monograph on organophosphate insecticides in 2017, there are still gaps in the literature on carcinogenic evidence in humans for a large number of pesticides. To further knowledge, we suggest leveraging new techniques and methods to increase sensitivity and precision of exposure assessment, incorporate multi-omics data, and investigate more thoroughly exposure to chemical mixtures. There is also a strong need for better and larger population-based cohort studies that include younger and non-occupationally exposed individuals, particularly during developmental periods of susceptibility. Though the existing evidence has limitations, as always in science, there is sufficient evidence to implement policies and regulatory action that limit pesticide exposure in humans and, hence, further prevent a significant burden of cancers.
PMID: 36134639
ISSN: 1097-0215
CID: 5335522
Analysis of Pregnancy Complications and Epigenetic Gestational Age of Newborns
Ladd-Acosta, Christine; Vang, Elizabeth; Barrett, Emily S; Bulka, Catherine M; Bush, Nicole R; Cardenas, Andres; Dabelea, Dana; Dunlop, Anne L; Fry, Rebecca C; Gao, Xingyu; Goodrich, Jaclyn M; Herbstman, Julie; Hivert, Marie-France; Kahn, Linda G; Karagas, Margaret R; Kennedy, Elizabeth M; Knight, Anna K; Mohazzab-Hosseinian, Sahra; Morin, Andréanne; Niu, Zhongzheng; O'Shea, T Michael; Palmore, Meredith; Ruden, Douglas; Schmidt, Rebecca J; Smith, Alicia K; Song, Ashley; Spindel, Eliot R; Trasande, Leonardo; Volk, Heather; Weisenberger, Daniel J; Breton, Carrie V
IMPORTANCE:Preeclampsia, gestational hypertension, and gestational diabetes, the most common pregnancy complications, are associated with substantial morbidity and mortality in mothers and children. Little is known about the biological processes that link the occurrence of these pregnancy complications with adverse child outcomes; altered biological aging of the growing fetus up to birth is one molecular pathway of increasing interest. OBJECTIVE:To evaluate whether exposure to each of these 3 pregnancy complications (gestational diabetes, gestational hypertension, and preeclampsia) is associated with accelerated or decelerated gestational biological age in children at birth. DESIGN, SETTING, AND PARTICIPANTS:Children included in these analyses were born between 1998 and 2018 and spanned multiple geographic areas of the US. Pregnancy complication information was obtained from maternal self-report and/or medical record data. DNA methylation measures were obtained from blood biospecimens collected from offspring at birth. The study used data from the national Environmental Influences on Child Health Outcomes (ECHO) multisite cohort study collected and recorded as of the August 31, 2021, data lock date. Data analysis was performed from September 2021 to December 2022. EXPOSURES:Three pregnancy conditions were examined: gestational hypertension, preeclampsia, and gestational diabetes. MAIN OUTCOMES AND MEASURES:Accelerated or decelerated biological gestational age at birth, estimated using existing epigenetic gestational age clock algorithms. RESULTS:A total of 1801 child participants (880 male [48.9%]; median [range] chronological gestational age at birth, 39 [30-43] weeks) from 12 ECHO cohorts met the analytic inclusion criteria. Reported races included Asian (49 participants [2.7%]), Black (390 participants [21.7%]), White (1026 participants [57.0%]), and other races (92 participants [5.1%]) (ie, American Indian or Alaska Native, Native Hawaiian or other Pacific Islander, multiple races, and other race not specified). In total, 524 participants (29.0%) reported Hispanic ethnicity. Maternal ages ranged from 16 to 45 years of age with a median of 29 in the analytic sample. A range of maternal education levels, from less than high school (260 participants [14.4%]) to Bachelor's degree and above (629 participants [34.9%]), were reported. In adjusted regression models, prenatal exposure to maternal gestational diabetes (β, -0.423; 95% CI, -0.709 to -0.138) and preeclampsia (β, -0.513; 95% CI, -0.857 to -0.170), but not gestational hypertension (β, 0.003; 95% CI, -0.338 to 0.344), were associated with decelerated epigenetic aging among exposed neonates vs those who were unexposed. Modification of these associations, by sex, was observed with exposure to preeclampsia (β, -0.700; 95% CI, -1.189 to -0.210) and gestational diabetes (β, -0.636; 95% CI, -1.070 to -0.200), with associations observed among female but not male participants. CONCLUSIONS AND RELEVANCE:This US cohort study of neonate biological changes related to exposure to maternal pregnancy conditions found evidence that preeclampsia and gestational diabetes delay biological maturity, especially in female offspring.
PMCID:9958528
PMID: 36826815
ISSN: 2574-3805
CID: 5448302
The Pediatrician's Role in Protecting Children from Environmental Hazards
Trasande, Leonardo; Kassotis, Christopher D
Children suffer disproportionately from disease and disability due to environmental hazards, for reasons rooted in their biology. The contribution is substantial and increasingly recognized, particularly due to ever-increasing awareness of endocrine disruption. Regulatory actions can be traced directly to reductions in toxic exposures, with tangible benefits to society. Deep flaws remain in the policy framework in industrialized countries, failing to offer sufficient protection, but are even more limited in industrializing nations where the majority of chemical production and use will occur by 2030. Evidence-based steps for reducing chemical exposures associated with adverse health outcomes exist and should be incorporated into anticipatory guidance.
PMID: 36402464
ISSN: 1557-8240
CID: 5371802
The relationship of suPAR levels and hypertensive disorders of pregnancy [Meeting Abstract]
Limaye, M; Cowell, W; Brubaker, S G; Kahn, L G; Trasande, L; Mehta-Lee, S
Objective: Soluble urokinase plasminogen activator receptor (suPAR) is a biomarker of inflammation associated with autoimmune renal and cardiovascular disease that may be associated with preeclampsia. We aimed to evaluate plasma suPAR levels throughout pregnancy in women with and without hypertensive disorders of pregnancy (HDP), including preeclampsia, eclampsia, and gestational hypertension.
Study Design: This was a secondary analysis of the NYU Children's Health and Environment Study (CHES), a prospective birth cohort designed to assess the impact of prenatal exposure to environmental chemicals on maternal and child health. CHES participants with suPAR data in any trimester and information about HDP were included (n=329). We regressed suPAR levels on the gestational age at time of sample collection to assess change over the course of gestation. Wilcoxon signed-rank tests were used to assess whether suPAR levels in each trimester and averaged over pregnancy were different among participants with and without HDP. Among a subset of participants with repeated measures, we utilized paired Wilcoxon tests to assess the within-person change in suPAR across trimesters in both groups.
Result(s): Participants with HDP (n=44) were older and had higher body mass index. In the overall population, suPAR decreased by 1.1% per week of advancing gestation (p< 0.001). suPAR levels did not significantly differ between those with and without HDP at any sampling timepoint. However, among the subset with repeated measures, suPAR values significantly decreased across pregnancy among those without HDP (p< 0.001), but remained stable among those with HDP (p=0.58) (Figure 1).
Conclusion(s): Although HDP is a primary cause of morbidity and mortality in pregnancy, predictive biomarkers are lacking. suPAR levels decrease with advancing gestation among healthy women, but remain stable in women with HDP, which may reflect a heightened inflammatory state. Additional research is needed to understand if stable suPAR levels can predict HDP accurately in clinical practice. [Formula presented] [Formula presented]
Copyright
EMBASE:2022101370
ISSN: 1097-6868
CID: 5512902
Leveraging Systematic Reviews to Explore Disease Burden and Costs of Per- and Polyfluoroalkyl Substance Exposures in the United States
Obsekov, Vladislav; Kahn, Linda G; Trasande, Leonardo
UNLABELLED:Accelerating evidence confirms the contribution of per- and polyfluoroalkyl substances (PFAS) to disease burden and disability across the lifespan. Given that policy makers raise the high cost of remediation and of substituting PFAS with safer alternatives in consumer products as barriers to confronting adverse health outcomes associated with PFAS exposure, it is important to document the costs of inaction even in the presence of uncertainty. We therefore quantified disease burdens and related economic costs due to legacy PFAS exposures in the US in 2018. We leveraged systematic reviews and used meta-analytic inputs whenever possible, identified previously published exposure-response relationships, and calculated PFOA- and PFOS-attributable increases in 13 conditions. These increments were then applied to census data to determine total annual PFOA- and PFOS-attributable cases of disease, from which we calculated economic costs due to medical care and lost productivity using previously published cost-of-illness data. We identified PFAS-attributable disease costs in the US of $5.52 billion across five primary disease endpoints shown to be associated with PFAS exposure in meta-analyses. This estimate represented the lower bound, with sensitivity analyses revealing as much as $62.6 billion in overall costs. While further work is needed to assess probability of causation and establish with greater certainty effects of the broader category of PFAS, the results confirm further that public health and policy interventions are still necessary to reduce exposure to PFOA and PFOS and their endocrine-disrupting effects. This study demonstrates the large potential economic implications of regulatory inaction. SUPPLEMENTARY INFORMATION/UNASSIGNED:The online version contains supplementary material available at 10.1007/s12403-022-00496-y.
PMCID:10198842
PMID: 37213870
ISSN: 2451-9766
CID: 5543612
Association of Gestational Diabetes Mellitus and Perinatal Maternal Depression with Early Childhood Behavioral Problems: An Environmental Influences on Child Health Outcomes (ECHO) Study
Shuffrey, Lauren C; Morales, Santiago; Jacobson, Melanie H; Bosquet Enlow, Michelle; Ghassabian, Akhgar; Margolis, Amy E; Lucchini, Maristella; Carroll, Kecia N; Crum, Rosa M; Dabelea, Dana; Deutsch, Arielle; Fifer, William P; Goldson, Brandon; Hockett, Christine W; Mason, W Alex; Jacobson, Lisette T; O'Connor, Thomas G; Pini, Nicolò; Rayport, Yael; Sania, Ayesha; Trasande, Leonardo; Wright, Rosalind J; Lee, Seonjoo; Monk, Catherine
This study examined the association of gestational diabetes mellitus (GDM), prenatal, and postnatal maternal depressive symptoms with externalizing, internalizing, and autism spectrum problems on the Preschool Child Behavior Checklist in 2379 children aged 4.12 ± 0.60 (48% female; 47% White, 32% Black, 15% Mixed Race, 4% Asian, <2% American Indian/Alaskan Native, <2% Native Hawaiian; 23% Hispanic). Data were collected from the NIH Environmental influences on Child Health Outcomes (ECHO) Program from 2009-2021. GDM, prenatal, and postnatal maternal depressive symptoms were each associated with increased child externalizing and internalizing problems. GDM was associated with increased autism behaviors only among children exposed to perinatal maternal depressive symptoms above the median level. Stratified analyses revealed a relation between GDM and child outcomes in males only.
PMID: 37132048
ISSN: 1467-8624
CID: 5544842
A complex systems model of breast cancer etiology: The Paradigm II Model
Hiatt, Robert A; Worden, Lee; Rehkopf, David; Engmann, Natalie; Troester, Melissa; Witte, John S; Balke, Kaya; Jackson, Christian; Barlow, Janice; Fenton, Suzanne E; Gehlert, Sarah; Hammond, Ross A; Kaplan, George; Kornak, John; Nishioka, Krisida; McKone, Thomas; Smith, Martyn T; Trasande, Leonardo; Porco, Travis C
BACKGROUND:Complex systems models of breast cancer have previously focused on prediction of prognosis and clinical events for individual women. There is a need for understanding breast cancer at the population level for public health decision-making, for identifying gaps in epidemiologic knowledge and for the education of the public as to the complexity of this most common of cancers. METHODS AND FINDINGS:We developed an agent-based model of breast cancer for the women of the state of California using data from the U.S. Census, the California Health Interview Survey, the California Cancer Registry, the National Health and Nutrition Examination Survey and the literature. The model was implemented in the Julia programming language and R computing environment. The Paradigm II model development followed a transdisciplinary process with expertise from multiple relevant disciplinary experts from genetics to epidemiology and sociology with the goal of exploring both upstream determinants at the population level and pathophysiologic etiologic factors at the biologic level. The resulting model reproduces in a reasonable manner the overall age-specific incidence curve for the years 2008-2012 and incidence and relative risks due to specific risk factors such as BRCA1, polygenic risk, alcohol consumption, hormone therapy, breastfeeding, oral contraceptive use and scenarios for environmental toxin exposures. CONCLUSIONS:The Paradigm II model illustrates the role of multiple etiologic factors in breast cancer from domains of biology, behavior and the environment. The value of the model is in providing a virtual laboratory to evaluate a wide range of potential interventions into the social, environmental and behavioral determinants of breast cancer at the population level.
PMCID:10198497
PMID: 37205649
ISSN: 1932-6203
CID: 5503662
Characterizing changes in behaviors associated with chemical exposures during the COVID-19 pandemic
Herbstman, Julie B; Romano, Megan E; Li, Xiuhong; Jacobson, Lisa P; Margolis, Amy E; Hamra, Ghassan B; Bennett, Deborah H; Braun, Joseph M; Buckley, Jessie P; Colburn, Trina; Deoni, Sean; Hoepner, Lori A; Morello-Frosch, Rachel; Riley, Kylie Wheelock; Sathyanarayana, Sheela; Schantz, Susan L; Trasande, Leonardo; Woodruff, Tracey J; Perera, Frederica P; Karagas, Margaret R
The COVID-19 pandemic-and its associated restrictions-have changed many behaviors that can influence environmental exposures including chemicals found in commercial products, packaging and those resulting from pollution. The pandemic also constitutes a stressful life event, leading to symptoms of acute traumatic stress. Data indicate that the combination of environmental exposure and psychological stress jointly contribute to adverse child health outcomes. Within the Environmental influences on Child Health Outcomes (ECHO)-wide Cohort, a national consortium initiated to understand the effects of environmental exposures on child health and development, our objective was to assess whether there were pandemic-related changes in behavior that may be associated with environmental exposures. A total of 1535 participants from nine cohorts completed a survey via RedCap from December 2020 through May 2021. The questionnaire identified behavioral changes associated with the COVID-19 pandemic in expected directions, providing evidence of construct validity. Behavior changes reported by at least a quarter of the respondents include eating less fast food and using fewer ultra-processed foods, hair products, and cosmetics. At least a quarter of respondents reported eating more home cooked meals and using more antibacterial soaps, liquid soaps, hand sanitizers, antibacterial and bleach cleaners. Most frequent predictors of behavior change included Hispanic ethnicity and older age (35 years and older). Respondents experiencing greater COVID-related stress altered their behaviors more than those not reporting stress. These findings highlight that behavior change associated with the pandemic, and pandemic-related psychological stress often co-occur. Thus, prevention strategies and campaigns that limit environmental exposures, support stress reduction, and facilitate behavioral change may lead to the largest health benefits in the context of a pandemic. Analyzing biomarker data in these participants will be helpful to determine if behavior changes reported associate with measured changes in exposure.
PMCID:9838870
PMID: 36638141
ISSN: 1932-6203
CID: 5410522
Associations of SARS-CoV-2 antibodies with birth outcomes: Results from three urban birth cohorts in the NIH environmental influences on child health outcomes program
Trasande, Leonardo; Comstock, Sarah S; Herbstman, Julie B; Margolis, Amy; Alcedo, Garry; Afanasyeva, Yelena; Yu, Keunhyung; Lee, William; Lawrence, David A; ,
Studies suggest perinatal infection with SARS-CoV-2 can induce adverse birth outcomes, but studies published to date have substantial limitations. We therefore conducted an observational study of 211 births occurring between January 2020-September 2021 in three urban cohorts participating in the Environmental Influences on Child Health Outcomes Program. Serology was assessed for IgG, IgM and IgA antibodies to nucleocapsid, S1 spike, S2 spike, and receptor-binding domain. There were no differences in gestational age (GA), birth weight, preterm birth (PTB) or low birth weight (LBW) among seropositive mothers. However, the few (n = 9) IgM seropositive mothers had children with lower BW (434g, 95% CI: 116-752), BW Z score-for-GA (0.73 SD, 95% CI 0.10-1.36) and were more likely to deliver preterm (OR 8.75, 95% CI 1.22-62.4). Though there are limits to interpretation, the data support efforts to prevent SARS-CoV-2 infections in pregnancy.
PMCID:10664934
PMID: 37992059
ISSN: 1932-6203
CID: 5608632
Opportunities for understanding the COVID-19 pandemic and child health in the United States: the Environmental influences on Child Health Outcomes (ECHO) program
Bekelman, Traci A; Trasande, Leonardo; Law, Andrew; Blackwell, Courtney K; Jacobson, Lisa P; Bastain, Theresa M; Breton, Carrie V; Elliott, Amy J; Ferrara, Assiamira; Karagas, Margaret R; Aschner, Judy L; Bornkamp, Nicole; Camargo, Carlos A; Comstock, Sarah S; Dunlop, Anne L; Ganiban, Jody M; Gern, James E; Karr, Catherine J; Kelly, Rachel S; Lyall, Kristen; O'Shea, T Michael; Schweitzer, Julie B; LeWinn, Kaja Z
OBJECTIVE/UNASSIGNED:Ongoing pediatric cohort studies offer opportunities to investigate the impact of the COVID-19 pandemic on children's health. With well-characterized data from tens of thousands of US children, the Environmental influences on Child Health Outcomes (ECHO) Program offers such an opportunity. METHODS/UNASSIGNED:ECHO enrolled children and their caregivers from community- and clinic-based pediatric cohort studies. Extant data from each of the cohorts were pooled and harmonized. In 2019, cohorts began collecting data under a common protocol, and data collection is ongoing with a focus on early life environmental exposures and five child health domains: birth outcomes, neurodevelopment, obesity, respiratory, and positive health. In April of 2020, ECHO began collecting a questionnaire designed to assess COVID-19 infection and the pandemic's impact on families. We describe and summarize the characteristics of children who participated in the ECHO Program during the COVID-19 pandemic and novel opportunities for scientific advancement. RESULTS/UNASSIGNED:= 13,725) was diverse by child age (31% early childhood, 41% middle childhood, and 16% adolescence up to age 21), sex (49% female), race (64% White, 15% Black, 3% Asian, 2% American Indian or Alaska Native, <1% Native Hawaiian or Pacific Islander, 10% Multiple race and 2% Other race), Hispanic ethnicity (22% Hispanic), and were similarly distributed across the four United States Census regions and Puerto Rico. CONCLUSION/UNASSIGNED:ECHO data collected during the pandemic can be used to conduct solution-oriented research to inform the development of programs and policies to support child health during the pandemic and in the post-pandemic era.
PMCID:10308998
PMID: 37397146
ISSN: 2296-2360
CID: 5539002