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Salamanca-Fernández E, Espín-Moreno L, Olivas-Martínez A, Pérez-Cantero A, Martín-Rodríguez JL, Poyatos RM, Barbone F, Rosolen V, Mariuz M, Ronfani L, Palkovičová Murínová Ľ, Fábelová L, Szigeti T, Kakucs R, Sakhi AK, Haug LS, Lindeman B, Snoj Tratnik J, Kosjek T, Jacobs G, Voorspoels S, Jurdáková H, Górová R, Petrovičová I, Kolena B, Esteban M, Pedraza-Díaz S, Kolossa-Gehring M, Remy S, Govarts E, Schoeters G, Fernández MF, Mustieles V. Associations between Urinary Phthalate Metabolites with BDNF and Behavioral Function among European Children from Five HBM4EU Aligned Studies. TOXICS 2024; 12:642. [PMID: 39330570 PMCID: PMC11436069 DOI: 10.3390/toxics12090642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 08/20/2024] [Accepted: 08/30/2024] [Indexed: 09/28/2024]
Abstract
Based on toxicological evidence, children's exposure to phthalates may contribute to altered neurodevelopment and abnormal regulation of brain-derived neurotrophic factor (BDNF). We analyzed data from five aligned studies of the Human Biomonitoring for Europe (HBM4EU) project. Ten phthalate metabolites and protein BDNF levels were measured in the urine samples of 1148 children aged 6-12 years from Italy (NACII-IT cohort), Slovakia (PCB-SK cohort), Hungary (InAirQ-HU cohort) and Norway (NEBII-NO). Serum BDNF was also available in 124 Slovenian children (CRP-SLO cohort). Children's total, externalizing and internalizing behavioral problems were assessed using the Child Behavior Checklist at 7 years of age (only available in the NACII-IT cohort). Adjusted linear and negative binomial regression models were fitted, together with weighted quantile sum (WQS) regression models to assess phthalate mixture associations. Results showed that, in boys but not girls of the NACII-IT cohort, each natural-log-unit increase in mono-n-butyl phthalate (MnBP) and Mono(2-ethyl-5-oxohexyl) phthalate (MEOHP) was cross-sectionally associated with higher externalizing problems [incidence rate ratio (IRR): 1.20; 95% CI: 1.02, 1.42 and 1.26; 95% CI: 1.03, 1.55, respectively]. A suggestive mixture association with externalizing problems was also observed per each tertile mixture increase in the whole population (WQS-IRR = 1.15; 95% CI: 0.97, 1.36) and boys (IRR = 1.20; 95% CI: 0.96, 1.49). In NACII-IT, PCB-SK, InAirQ-HU and NEBII-NO cohorts together, urinary phthalate metabolites were strongly associated with higher urinary BDNF levels, with WQS regression confirming a mixture association in the whole population (percent change (PC) = 25.9%; 95% CI: 17.6, 34.7), in girls (PC = 18.6%; 95% CI: 7.92, 30.5) and mainly among boys (PC = 36.0%; 95% CI: 24.3, 48.9). Among CRP-SLO boys, each natural-log-unit increase in ∑DINCH concentration was associated with lower serum BDNF levels (PC: -8.8%; 95% CI: -16.7, -0.3). In the NACII-IT cohort, each natural-log-unit increase in urinary BDNF levels predicted worse internalizing scores among all children (IRR: 1.15; 95% CI: 1.00, 1.32). Results suggest that (1) children's exposure to di-n-butyl phthalate (DnBP) and di(2-ethylhexyl) phthalate (DEHP) metabolites is associated with more externalizing problems in boys, (2) higher exposure to DINCH may associate with lower systemic BDNF levels in boys, (3) higher phthalate exposure is associated with higher urinary BDNF concentrations (although caution is needed since the possibility of a "urine concentration bias" that could also explain these associations in noncausal terms was identified) and (4) higher urinary BDNF concentrations may predict internalizing problems. Given this is the first study to examine the relationship between phthalate metabolite exposure and BDNF biomarkers, future studies are needed to validate the observed associations.
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Affiliation(s)
- Elena Salamanca-Fernández
- Biomedical Research Center (CIBM), Department of Radiology and Physical Medicine, University of Granada, 18012 Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), 18012 Granada, Spain
| | | | | | - Ainhoa Pérez-Cantero
- Biomedical Research Center (CIBM), Department of Radiology and Physical Medicine, University of Granada, 18012 Granada, Spain
| | - José L Martín-Rodríguez
- Instituto de Investigación Biosanitaria (ibs.GRANADA), 18012 Granada, Spain
- Servicio de Radiodiagnóstico, Hospital Universitario Clínico San Cecilio, 18012 Granada, Spain
| | - Rafael M Poyatos
- Unidad de Gestión Clínica de Laboratorios, Hospital Universitario Clínico San Cecilio, 18012 Granada, Spain
| | - Fabio Barbone
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Strada di Fiume 447, 34149 Trieste, Italy
| | - Valentina Rosolen
- Central Directorate for Health, Social Policies and Disability, Friuli Venezia Giulia Region, Via Cassa di Risparmio 10, 34121 Trieste, Italy
| | - Marika Mariuz
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Strada di Fiume 447, 34149 Trieste, Italy
| | - Luca Ronfani
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Strada di Fiume 447, 34149 Trieste, Italy
| | - Ľubica Palkovičová Murínová
- Department of Environmental Medicine, Faculty of Public Health, Slovak Medical University, 831 04 Bratislava, Slovakia
| | - Lucia Fábelová
- Department of Environmental Medicine, Faculty of Public Health, Slovak Medical University, 831 04 Bratislava, Slovakia
| | - Tamás Szigeti
- Center for Public Health and Pharmacy, Albert Flórián út 2-6, 1097 Budapest, Hungary
| | - Réka Kakucs
- Center for Public Health and Pharmacy, Albert Flórián út 2-6, 1097 Budapest, Hungary
| | - Amrit K Sakhi
- Norwegian Institute of Public Health, P.O. Box 222, Skøyen, N-0213 Oslo, Norway
| | - Line S Haug
- Norwegian Institute of Public Health, P.O. Box 222, Skøyen, N-0213 Oslo, Norway
| | - Birgitte Lindeman
- Norwegian Institute of Public Health, P.O. Box 222, Skøyen, N-0213 Oslo, Norway
| | | | - Tina Kosjek
- Jožef Stefan Institute, 1000 Ljubljana, Slovenia
| | - Griet Jacobs
- VITO GOAL, Flemish Institute for Technological Research (VITO), Boeretang 200, 2400 Mol, Belgium
| | - Stefan Voorspoels
- VITO GOAL, Flemish Institute for Technological Research (VITO), Boeretang 200, 2400 Mol, Belgium
| | - Helena Jurdáková
- Department of Analytical Chemistry, Faculty of Natural Sciences, Comenius University, Ilkovičova 6, Mlynská Dolina, 84215 Bratislava, Slovakia
| | - Renáta Górová
- Department of Analytical Chemistry, Faculty of Natural Sciences, Comenius University, Ilkovičova 6, Mlynská Dolina, 84215 Bratislava, Slovakia
| | - Ida Petrovičová
- Department of Zoology and Anthropology, Faculty of Natural Sciences and Informatics, Constantine the Philosopher University in Nitra, Nabrezie mladeze 91, 94974 Nitra, Slovakia
| | - Branislav Kolena
- Department of Zoology and Anthropology, Faculty of Natural Sciences and Informatics, Constantine the Philosopher University in Nitra, Nabrezie mladeze 91, 94974 Nitra, Slovakia
| | - Marta Esteban
- National Centre for Environmental Health, Instituto de Salud Carlos III, 28034 Madrid, Spain
| | - Susana Pedraza-Díaz
- National Centre for Environmental Health, Instituto de Salud Carlos III, 28034 Madrid, Spain
| | | | - Sylvie Remy
- VITO Health, Flemish Institute for Technological Research (VITO), 2400 Mol, Belgium
| | - Eva Govarts
- VITO Health, Flemish Institute for Technological Research (VITO), 2400 Mol, Belgium
| | - Greet Schoeters
- Department of Biomedical Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Mariana F Fernández
- Biomedical Research Center (CIBM), Department of Radiology and Physical Medicine, University of Granada, 18012 Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), 18012 Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28034 Madrid, Spain
| | - Vicente Mustieles
- Biomedical Research Center (CIBM), Department of Radiology and Physical Medicine, University of Granada, 18012 Granada, Spain
- Instituto de Investigación Biosanitaria (ibs.GRANADA), 18012 Granada, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28034 Madrid, Spain
- Servicio de Radiodiagnóstico, Hospital Universitario Clínico San Cecilio, 18012 Granada, Spain
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Sultania A, Venkatesan S, Batra DR, Rajesh K, Vashishth R, Ravi S, Ahmad F. Potential biomarkers and therapeutic targets for obsessive compulsive disorder: Evidences from clinical studies. Biochem Med (Zagreb) 2024; 34:010503. [PMID: 38125619 PMCID: PMC10731732 DOI: 10.11613/bm.2024.010503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 10/09/2023] [Indexed: 12/23/2023] Open
Abstract
Obsessive compulsive disorder (OCD) is a prevalent behavioral disorder with a complex etiology. However, the underlying pathogenic molecular pathways and the associated risk factors are largely obscure. This has hindered both the identification of relevant prognostic biomarkers and the development of effective treatment strategies. Because of the diverse range of clinical manifestations, not all patients benefit from therapies currently practiced in the clinical setting. Nevertheless, several lines of evidence indicate that neurotrophic, neurotransmitter, and oxidative signaling are involved in the pathophysiology of OCD. Based upon evidences from clinical (and pre-clinical studies), the present review paper sets out to decipher the utilities of three parameters (i.e. brain-derived neurotrophic factor; BDNF, noradrenalin-synthesizing enzyme dopamine beta-hydroxylase; DBH; and oxidative damage marker malondialdehyde; MDA) as diagnostic peripheral biomarkers as well as bio-targets for therapeutic strategies. While the data indicates promising results, there is necessitation for future studies to further confirm and establish these. Further, based again on the available clinical data, we investigated the possibilities of exploiting the etiological links between disruptions in the sleep-wake cycle and insulin signaling, and OCD for the identification of potential anti-OCD ameliorative agents with the ability to elicit multimodal effects, including attenuation of the alterations in BDNF, noradrenergic and redox pathways. In this respect, agomelatine and metformin may represent particularly interesting candidates; however, further clinical studies are warranted to establish these as singular or complementary medications in OCD subjects.
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Affiliation(s)
- Aarushi Sultania
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Shashank Venkatesan
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Dhruv Rishb Batra
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Keerthna Rajesh
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Rahul Vashishth
- Department of Biosciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Sudesh Ravi
- Department of Biosciences, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - Faraz Ahmad
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
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Rodríguez-Carrillo A, Mustieles V, Salamanca-Fernández E, Olivas-Martínez A, Suárez B, Bajard L, Baken K, Blaha L, Bonefeld-Jørgensen EC, Couderq S, D'Cruz SC, Fini JB, Govarts E, Gundacker C, Hernández AF, Lacasaña M, Laguzzi F, Linderman B, Long M, Louro H, Neophytou C, Oberemn A, Remy S, Rosenmai AK, Saber AT, Schoeters G, Silva MJ, Smagulova F, Uhl M, Vinggaard AM, Vogel U, Wielsøe M, Olea N, Fernández MF. Implementation of effect biomarkers in human biomonitoring studies: A systematic approach synergizing toxicological and epidemiological knowledge. Int J Hyg Environ Health 2023; 249:114140. [PMID: 36841007 DOI: 10.1016/j.ijheh.2023.114140] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 02/08/2023] [Accepted: 02/15/2023] [Indexed: 02/26/2023]
Abstract
Human biomonitoring (HBM) studies have highlighted widespread daily exposure to environmental chemicals. Some of these are suspected to contribute to adverse health outcomes such as reproductive, neurological, and metabolic disorders, among other developmental and chronic impairments. One of the objectives of the H2020 European Human Biomonitoring Initiative (HBM4EU) was the development of informative effect biomarkers for application in a more systematic and harmonized way in large-scale European HBM studies. The inclusion of effect biomarkers would complement exposure data with mechanistically-based information on early and late adverse effects. For this purpose, a stepwise strategy was developed to identify and implement a panel of validated effect biomarkers in European HBM studies. This work offers an overview of the complete procedure followed, from comprehensive literature search strategies, selection of criteria for effect biomarkers and their classification and prioritization, based on toxicological data and adverse outcomes, to pilot studies for their analytical, physiological, and epidemiological validation. We present the example of one study that demonstrated the mediating role of the effect biomarker status of brain-derived neurotrophic factor BDNF in the longitudinal association between infant bisphenol A (BPA) exposure and behavioral function in adolescence. A panel of effect biomarkers has been implemented in the HBM4EU Aligned Studies as main outcomes, including traditional oxidative stress, reproductive, and thyroid hormone biomarkers. Novel biomarkers of effect, such as DNA methylation status of BDNF and kisspeptin (KISS) genes were also evaluated as molecular markers of neurological and reproductive health, respectively. A panel of effect biomarkers has also been applied in HBM4EU occupational studies, such as micronucleus analysis in lymphocytes and reticulocytes, whole blood comet assay, and malondialdehyde, 8-oxo-2'-deoxyguanosine and untargeted metabolomic profile in urine, to investigate, for example, biological changes in response to hexavalent chromium Cr(VI) exposure. The use of effect biomarkers in HBM4EU has demonstrated their ability to detect early biological effects of chemical exposure and to identify subgroups that are at higher risk. The roadmap developed in HBM4EU confirms the utility of effect biomarkers, and support one of the main objectives of HBM research, which is to link exposure biomarkers to mechanistically validated effect and susceptibility biomarkers in order to better understand the public health implications of human exposure to environmental chemicals.
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Affiliation(s)
- Andrea Rodríguez-Carrillo
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016, Granada, Spain
| | - Vicente Mustieles
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016, Granada, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBERESP), Spain
| | - Elena Salamanca-Fernández
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016, Granada, Spain.
| | - Alicia Olivas-Martínez
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain
| | - Beatriz Suárez
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain
| | - Lola Bajard
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, CZ62500, Brno, Czech Republic
| | - Kirsten Baken
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | - Ludek Blaha
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, CZ62500, Brno, Czech Republic
| | - Eva Cecilie Bonefeld-Jørgensen
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health Aarhus University, Denmark; Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland
| | - Stephan Couderq
- Physiologie Moléculaire et Adaptation, Département "Adaptation du Vivant", UMR 7221 MNHN/CNRS, Muséum National d'Histoire Naturelle, Paris, 75005, France
| | - Shereen Cynthia D'Cruz
- Univ Rennes, EHESP, Inserm, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000, Rennes, France
| | - Jean-Baptiste Fini
- Physiologie Moléculaire et Adaptation, Département "Adaptation du Vivant", UMR 7221 MNHN/CNRS, Muséum National d'Histoire Naturelle, Paris, 75005, France
| | - Eva Govarts
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | - Claudia Gundacker
- Institute of Medical Genetics, Medical University of Vienna, Waehringer Strasse 10, A-1090, Vienna, Austria
| | - Antonio F Hernández
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBERESP), Spain; Department of Legal Medicine and Toxicology, University of Granada School of Medicine, Granada, Spain
| | - Marina Lacasaña
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBERESP), Spain; Department of Legal Medicine and Toxicology, University of Granada School of Medicine, Granada, Spain
| | - Federica Laguzzi
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Birgitte Linderman
- Department of Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Manhai Long
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health Aarhus University, Denmark; Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland
| | - Henriqueta Louro
- National Institute of Health Doutor Ricardo Jorge (INSA), Human Genetics Department, Toxicogenomics and Human Health (ToxOmics), NOVA Medical School/FCM, Universidade Nova de Lisboa, Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | | | - Axel Oberemn
- German Federal Institute for Risk Assessment, Max-Dohrn-Straße 8-10, 10589, Berlin, Germany
| | - Sylvie Remy
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | | | | | - Greet Schoeters
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium; Department of Biomedical Sciences and Toxicological Center, University of Antwerp, Belgium
| | - Maria Joao Silva
- National Institute of Health Doutor Ricardo Jorge (INSA), Human Genetics Department, Toxicogenomics and Human Health (ToxOmics), NOVA Medical School/FCM, Universidade Nova de Lisboa, Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | - Fatima Smagulova
- Univ Rennes, EHESP, Inserm, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, F-35000, Rennes, France
| | - Maria Uhl
- Environment Agency Austria (EAA), Vienna, Austria
| | - Anne Marie Vinggaard
- National Food Institute, Technical University of Denmark, 2800 Kgs, Lyngby, Denmark
| | - Ulla Vogel
- National Food Institute, Technical University of Denmark, 2800 Kgs, Lyngby, Denmark; The National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Maria Wielsøe
- Centre for Arctic Health & Molecular Epidemiology, Department of Public Health Aarhus University, Denmark
| | - Nicolás Olea
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016, Granada, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBERESP), Spain
| | - Mariana F Fernández
- Biomedical Research Center (CIBM), University of Granada, Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), 18012, Granada, Spain; Department of Radiology and Physical Medicine, School of Medicine, University of Granada, 18016, Granada, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBERESP), Spain.
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