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Ruiz-Sobremazas D, Coca M, Morales-Navas M, Rodulfo-Cardenas R, Lopez-Granero C, Colomina MT, Perez-Fernandez C, Sanchez-Santed F. The effects of oral gestational particulate matter 10 exposure: Insights into neurodevelopmental milestones, inhibitory control, adult sociability, and object recognition. Neurotoxicology 2025; 108:231-245. [PMID: 40252736 DOI: 10.1016/j.neuro.2025.04.007] [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: 01/17/2025] [Revised: 04/11/2025] [Accepted: 04/16/2025] [Indexed: 04/21/2025]
Abstract
Air pollutants have been associated with various neurodevelopmental disorders, with several studies specifically linking Particulate Matter (PM) exposure to attentional and social deficits. This link is even more pronounced when exposure occurs during the prenatal period, as it can disrupt normal brain development. However, while social deficits have been extensively studied during adolescence, their impact on adult social behaviors remains largely unexplored. To investigate these effects, pregnant Wistar rats were exposed throughout gestation (GD1-GD21) to PM10 at a dosage of 200 μg/Kg/day diluted in PBS that was freely drunk. After birth, the pups were evaluated on developmental milestones such as weight progression, ocular opening, and muscular strength. In adulthood, inhibitory control was assessed using the Five Choice Serial Reaction Time Task (5-CSRTT), social behavior using the Three-Chambered Crawley's Test (3-CT), and object recognition using the Novelty Object Recognition test (NOR). The results indicated that prenatal PM10 exposure is associated with higher birth weight and poorer performance in neuromuscular tests. However, no significant differences were observed in inhibitory control (5-CSRTT) or social behavior (3-CT). Interestingly, prenatally exposed rodents showed heightened novelty responses in the NOR test. In conclusion, gestational exposure to PM10 is related to differences in neurodevelopmental milestones, including weight and muscular strength. While it does not impact adult inhibitory control or social behavior, it influences novelty recognition in later life.
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Affiliation(s)
- Diego Ruiz-Sobremazas
- Department of Psychology and Research Center for Well-Being and Social Inclusion (CIBIS), University of Almeria, Almeria 04120, Spain; Department of Psychology and Sociology, University of Zaragoza, Teruel, Aragón 44003, Spain
| | - Mario Coca
- Department of Psychology and Research Center for Well-Being and Social Inclusion (CIBIS), University of Almeria, Almeria 04120, Spain
| | - Miguel Morales-Navas
- Department of Health Sciences, Universidad de Burgos, Paseo de los Comendadores, Burgos 09001, Spain
| | - Rocío Rodulfo-Cardenas
- Universitat Rovira I Virgili, Research Group in Neurobehavior and Health (NEUROLAB), Tarragona, Cataluña, Spain; Universitat Rovira I Virgili, Department of Psychology and Research Center for Behavior Assessment (CRAMC), Tarragona, Cataluña, Spain; Universitat Rovira I Virgili, Center of Environmental, Food and Toxicological Technology (TECNATOX), Reus, Cataluña, Spain
| | - Caridad Lopez-Granero
- Department of Psychology and Sociology, University of Zaragoza, Teruel, Aragón 44003, Spain
| | - Maria-Teresa Colomina
- Universitat Rovira I Virgili, Research Group in Neurobehavior and Health (NEUROLAB), Tarragona, Cataluña, Spain; Universitat Rovira I Virgili, Department of Psychology and Research Center for Behavior Assessment (CRAMC), Tarragona, Cataluña, Spain; Universitat Rovira I Virgili, Center of Environmental, Food and Toxicological Technology (TECNATOX), Reus, Cataluña, Spain
| | - Cristian Perez-Fernandez
- Department of Health Sciences, Universidad de Burgos, Paseo de los Comendadores, Burgos 09001, Spain
| | - Fernando Sanchez-Santed
- Department of Psychology and Research Center for Well-Being and Social Inclusion (CIBIS), University of Almeria, Almeria 04120, Spain.
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Ahmed A, Hawken S, Gunz A, Talarico R, Yu C, Chen H, Villeneuve PJ, Lavigne É. Associations of prenatal exposure to residential greenspace and active living environments with cerebral palsy: A population-based cohort study in Ontario, Canada. Environ Epidemiol 2025; 9:e379. [PMID: 40207298 PMCID: PMC11981423 DOI: 10.1097/ee9.0000000000000379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 02/27/2025] [Indexed: 04/11/2025] Open
Abstract
Background Prenatal exposure to environmental factors, such as greenspace and active living environments, has been associated with numerous health benefits, including improved neurodevelopmental outcomes. Although cerebral palsy (CP) is not typically linked to these exposures, emerging evidence suggests that exposure to environmental factors during pregnancy may influence brain development, making it important to explore their potential role in CP risk. Methods We conducted a retrospective cohort study using health administrative data from Ontario, Canada, between 1 April 2002 and 31 December 2020. We identified 1,436,411 mother-infant pairs, of which 2,883 were diagnosed with CP during the follow-up period. Exposures of interest included the Normalized Difference Vegetation Index (NDVI), Green View Index (GVI), and park proximity. The Canadian Active Living Environments index was also utilized. Cox proportional hazards models estimated hazard ratios (HRs) for CP risk associated with these environmental exposures, adjusting for potential confounders. Results Interquartile range (IQR) increases in NDVI (HR = 1.040; 95% confidence interval [CI]: 0.987, 1.096; per IQR = 0.1) and GVI (HR =0.989; 95% CI: 0.943, 1.038; per IQR = 10.05%) were not significantly associated with CP risk. Similar results were found for quartile increases of NDVI and GVI. Residential proximity to parks at birth was associated with a reduction in CP risk (HR = 0.946; 95% CI: 0.904, 0.990; per 0.06 increase in park proximity index), after adjusting for active living environment and air pollution. Conclusions Our study suggests that living closer to parks reduces the risk of CP. Further research should investigate these protective effects and consider other dimensions of greenspace quality and usability.
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Affiliation(s)
- Amrin Ahmed
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Steven Hawken
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- ICES uOttawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Anna Gunz
- Children’s Health Research Institute, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Robert Talarico
- ICES uOttawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Chengchun Yu
- ICES uOttawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Hong Chen
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada
- ICES uOttawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Paul J. Villeneuve
- Department of Neuroscience, Carleton University, Ottawa, Ontario, Canada
| | - Éric Lavigne
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- ICES uOttawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Navarro-Gallinad A, Orlandi F, Scott J, Havyarimana E, Basu N, Little MA, O'Sullivan D. Enabling data linkages for rare diseases in a resilient environment with the SERDIF framework. NPJ Digit Med 2024; 7:274. [PMID: 39367112 PMCID: PMC11452697 DOI: 10.1038/s41746-024-01267-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 09/16/2024] [Indexed: 10/06/2024] Open
Abstract
Environmental factors amplified by climate change contribute significantly to the global burden of disease, disproportionately impacting vulnerable populations, such as individuals with rare diseases. Researchers require innovative, dynamic data linkage methods to enable the development of risk prediction models, particularly for diseases like vasculitis with unknown aetiology but potential environmental triggers. In response, we present the Semantic Environmental and Rare Disease Data Integration Framework (SERDIF). SERDIF was evaluated with researchers studying climate-related health hazards of vasculitis disease activity across European countries (NP1 = 10, NP2 = 17, NP3 = 23). Usability metrics consistently improved, indicating SERDIF's effectiveness in linking complex environmental and health datasets. Furthermore, SERDIF-enabled epidemiologists to study environmental factors in a pregnancy cohort in Lombardy, showcasing its versatility beyond rare diseases. This framework offers for the first time a user-friendly, FAIR-compliant design for environment-health data linkage with export capabilities enabling data analysis to mitigate health risks posed by climate change.
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Affiliation(s)
- Albert Navarro-Gallinad
- ADAPT Centre for Digital Content, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland.
- Health Data Science Centre, Fondazione Human Technopole, Milan, Italy.
| | - Fabrizio Orlandi
- ADAPT Centre for Digital Content, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
| | - Jennifer Scott
- Trinity Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, Dublin, Ireland
| | - Enock Havyarimana
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Neil Basu
- Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Mark A Little
- ADAPT Centre for Digital Content, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
- Trinity Kidney Centre, Trinity College Dublin, The University of Dublin, Trinity Translational Medicine Institute, Dublin, Ireland
| | - Declan O'Sullivan
- ADAPT Centre for Digital Content, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
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Lavigne É, Abdulaziz KE, Murphy MS, Stanescu C, Dingwall-Harvey AL, Stieb DM, Walker MC, Wen SW, Shin HH. Associations of neighborhood greenspace, and active living environments with autism spectrum disorders: A matched case-control study in Ontario, Canada. ENVIRONMENTAL RESEARCH 2024; 252:118828. [PMID: 38583657 DOI: 10.1016/j.envres.2024.118828] [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: 12/19/2023] [Revised: 03/13/2024] [Accepted: 03/28/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Increasing evidence links early life residential exposure to natural urban environmental attributes and positive health outcomes in children. However, few studies have focused on their protective effects on the risk of autism spectrum disorder (ASD). The aim of this study was to investigate the associations of neighborhood greenspace, and active living environments during pregnancy with ASD in young children (≤6 years). METHODS We conducted a population-based matched case-control study of singleton term births in Ontario, Canada for 2012-2016. The ASD and environmental data was generated using the Ontario Autism Spectrum Profile, the Better Outcomes Registry & Network Ontario, and Canadian Urban Environmental Health Research Consortium. We employed conditional logistic regressions to estimate the odds ratio (OR) between ASD and environmental factors characterizing selected greenspace metrics and neighborhoods conducive to active living (i.e., green view index (GVI), normalized difference vegetation index (NDVI), tree canopy, park proximity and active living environments index (ALE)). RESULTS We linked 8643 mother-child pairs, including 1554 cases (18%). NDVI (OR 1.034, 0.944-1.024, per Inter Quartile Range [IQR] = 0.08), GVI (OR 1.025, 95% CI 0.953-1.087, per IQR = 9.45%), tree canopy (OR 0.992, 95% CI 0.903-1.089, per IQR = 6.24%) and the different categories of ALE were not associated with ASD in adjusted models for air pollution. In contrast, living closer to a park was protective (OR 0.888, 0.833-0.948, per 0.06 increase in park proximity index), when adjusted for air pollution. CONCLUSIONS This study reported mixed findings showing both null and beneficial effects of green spaces and active living environments on ASD. Further investigations are warranted to elucidate the role of exposure to greenspaces and active living environments on the development of ASD.
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Affiliation(s)
- Éric Lavigne
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Kasim E Abdulaziz
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada; Better Outcomes Registry & Network (BORN) Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Malia Sq Murphy
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Cristina Stanescu
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada
| | - Alysha Lj Dingwall-Harvey
- Better Outcomes Registry & Network (BORN) Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - David M Stieb
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada; School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Mark C Walker
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada; Better Outcomes Registry & Network (BORN) Ontario, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada; Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Ontario, Canada; Department of Obstetrics, Gynecology & Newborn Care, The Ottawa Hospital, Ottawa, Ontario, Canada; International and Global Health Office, University of Ottawa, Ottawa, Canada
| | - Shi Wu Wen
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Department of Obstetrics and Gynecology, University of Ottawa, Ottawa, Ontario, Canada; Department of Obstetrics, Gynecology & Newborn Care, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Hwashin Hyun Shin
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada; Department of Mathematics and Statistics, Queen's University, Kingston, Ontario, Canada.
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Ruiz-Sobremazas D, Ruiz Coca M, Morales-Navas M, Rodulfo-Cárdenas R, López-Granero C, Colomina MT, Perez-Fernandez C, Sanchez-Santed F. Neurodevelopmental consequences of gestational exposure to particulate matter 10: Ultrasonic vocalizations and gene expression analysis using a bayesian approach. ENVIRONMENTAL RESEARCH 2024; 240:117487. [PMID: 37918762 DOI: 10.1016/j.envres.2023.117487] [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: 10/02/2023] [Revised: 10/21/2023] [Accepted: 10/23/2023] [Indexed: 11/04/2023]
Abstract
Air pollution has been associated with a wide range of health issues, particularly regarding cardio-respiratory diseases. Increasing evidence suggests a potential link between gestational exposure to environmental pollutants and neurodevelopmental disorders such as autism spectrum disorder. The respiratory pathway is the most commonly used exposure model regarding PM due to valid and logical reasons. However, PM deposition on food (vegetables, fruits, cereals, etc.) and water has been previously described. Although this justifies the need of unforced, oral models of exposure, preclinical studies using oral exposure are uncommon. Specifically, air pollution can modify normal brain development at genetic, cellular, and structural levels. The present work aimed to investigate the effects of oral gestational exposure to particulate matter (PM) on ultrasonic vocalizations (USV). To this end, pregnant rats were exposed to particulate matter during gestation. The body weight of the pups was monitored until the day of recording the USVs. The results revealed that the exposed group emitted more USV calls when compared to the control group. Furthermore, the calls from the exposed group were longer in duration and started earlier than those from the non-exposed group. Gene expression analyses showed that PM exposure down-regulates the expression of Gabrg2 and Maoa genes in the brain, but no effect was detected on glutamate or other neurotransmission systems. These findings suggest that gestational exposure to PM10 may be related to social deficits or other phenomena that can be analyzed with USV. In addition, we were able to detect abnormalities in the expression of genes related to different neurotransmitter systems, such as the GABAergic and monoaminergic systems. Further research is needed to fully understand the possible effects of air pollutant exposure on neurodevelopmental disorders as well as the way in which these effects are linked to differences in neurotransmission systems.
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Affiliation(s)
- Diego Ruiz-Sobremazas
- Department of Psychology, Health Research Center (CEINSA), Almeria University, 04120, Almeria, Spain; University of Zaragoza, Department of Psychology and Sociology, Teruel, Spain
| | - Mario Ruiz Coca
- Department of Psychology, Health Research Center (CEINSA), Almeria University, 04120, Almeria, Spain
| | - Miguel Morales-Navas
- Department of Psychology, Health Research Center (CEINSA), Almeria University, 04120, Almeria, Spain
| | - Rocío Rodulfo-Cárdenas
- Universitat Rovira I Virgili, Research Group in Neurobehavior and Health (NEUROLAB), Tarragona, Spain; Universitat Rovira I Virgili, Department of Psychology and Research Center for Behavior Assessment (CRAMC), Tarragona, Spain; Universitat Rovira I Virgili, Center of Environmental, Food and Toxicological Technology (TECNATOX), Reus, Spain
| | | | - Maria Teresa Colomina
- Universitat Rovira I Virgili, Research Group in Neurobehavior and Health (NEUROLAB), Tarragona, Spain; Universitat Rovira I Virgili, Department of Psychology and Research Center for Behavior Assessment (CRAMC), Tarragona, Spain; Universitat Rovira I Virgili, Center of Environmental, Food and Toxicological Technology (TECNATOX), Reus, Spain
| | - Cristian Perez-Fernandez
- Department of Psychology, Health Research Center (CEINSA), Almeria University, 04120, Almeria, Spain
| | - Fernando Sanchez-Santed
- Department of Psychology, Health Research Center (CEINSA), Almeria University, 04120, Almeria, Spain.
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López-Granero C, Polyanskaya L, Ruiz-Sobremazas D, Barrasa A, Aschner M, Alique M. Particulate Matter in Human Elderly: Higher Susceptibility to Cognitive Decline and Age-Related Diseases. Biomolecules 2023; 14:35. [PMID: 38254635 PMCID: PMC10813119 DOI: 10.3390/biom14010035] [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: 11/20/2023] [Revised: 12/18/2023] [Accepted: 12/20/2023] [Indexed: 01/24/2024] Open
Abstract
This review highlights the significant impact of air quality, specifically particulate matter (PM), on cognitive decline and age-related diseases in the elderly. Despite established links to other pathologies, such as respiratory and cardiovascular illnesses, there is a pressing need for increased attention to the association between air pollution and cognitive aging, given the rising prevalence of neurocognitive disorders. PM sources are from diverse origins, including industrial activities and combustion engines, categorized into PM10, PM2.5, and ultrafine PM (UFPM), and emphasized health risks from both outdoor and indoor exposure. Long-term PM exposure, notably PM2.5, has correlated with declines in cognitive function, with a specific vulnerability observed in women. Recently, extracellular vesicles (EVs) have been explored due to the interplay between them, PM exposure, and human aging, highlighting the crucial role of EVs, especially exosomes, in mediating the complex relationship between PM exposure and chronic diseases, particularly neurological disorders. To sum up, we have compiled the pieces of evidence that show the potential contribution of PM exposure to cognitive aging and the role of EVs in mediating PM-induced cognitive impairment, which presents a promising avenue for future research and development of therapeutic strategies. Finally, this review emphasizes the need for policy changes and increased public awareness to mitigate air pollution, especially among vulnerable populations such as the elderly.
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Affiliation(s)
- Caridad López-Granero
- Department of Psychology and Sociology, University of Zaragoza, 44003 Teruel, Spain; (C.L.-G.); (D.R.-S.); (A.B.)
| | - Leona Polyanskaya
- Faculty of Psychology and Educational Sciences, University of Coimbra, 3000-115 Coimbra, Portugal;
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Diego Ruiz-Sobremazas
- Department of Psychology and Sociology, University of Zaragoza, 44003 Teruel, Spain; (C.L.-G.); (D.R.-S.); (A.B.)
| | - Angel Barrasa
- Department of Psychology and Sociology, University of Zaragoza, 44003 Teruel, Spain; (C.L.-G.); (D.R.-S.); (A.B.)
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY 10461, USA;
| | - Matilde Alique
- Departamento de Biología de Sistemas, Universidad de Alcalá, Alcalá de Henares, 28871 Madrid, Spain
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain
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