1
|
Anesti O, Papaioannou N, Gabriel C, Karakoltzidis A, Dzhedzheia V, Petridis I, Stratidakis A, Dickinson M, Horvat M, Snoj Tratnik J, Tsatsakis A, Karakitsios S, Sarigiannis DA. An exposome connectivity paradigm for the mechanistic assessment of the effects of prenatal and early life exposure to metals on neurodevelopment. Front Public Health 2023; 10:871218. [PMID: 36699871 PMCID: PMC9869756 DOI: 10.3389/fpubh.2022.871218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 09/28/2022] [Indexed: 01/12/2023] Open
Abstract
The exposome paradigm through an integrated approach to investigating the impact of perinatal exposure to metals on child neurodevelopment in two cohorts carried out in Slovenia (PHIME cohort) and Greece (HERACLES cohort) respectively, is presented herein. Heavy metals are well-known neurotoxicants with well-established links to impaired neurodevelopment. The links between in utero and early-life exposure to metals, metabolic pathway dysregulation, and neurodevelopmental disorders were drawn through urinary and plasma untargeted metabolomics analysis, followed by the combined application of in silico and biostatistical methods. Heavy metal prenatal and postnatal exposure was evaluated, including parameters indirectly related to exposure and health adversities, such as sociodemographic and anthropometric parameters and dietary factors. The primary outcome of the study was that the identified perturbations related to the TCA cycle are mainly associated with impaired mitochondrial respiration, which is detrimental to cellular homeostasis and functionality; this is further potentiated by the capacity of heavy metals to induce oxidative stress. Insufficient production of energy from the mitochondria during the perinatal period is associated with developmental disorders in children. The HERACLES cohort included more detailed data regarding diet and sociodemographic status of the studied population, allowing the identification of a broader spectrum of effect modifiers, such as the beneficial role of a diet rich in antioxidants such as lycopene and ω-3 fatty acids, the negative effect the consumption of food items such as pork and chicken meat has or the multiple impacts of fish consumption. Beyond diet, several other factors have been proven influential for child neurodevelopment, such as the proximity to pollution sources (e.g., waste treatment site) and the broader living environment, including socioeconomic and demographic characteristics. Overall, our results demonstrate the utility of exposome-wide association studies (EWAS) toward understanding the relationships among the multiple factors that determine human exposure and the underlying biology, reflected as omics markers of effect on neurodevelopment during childhood.
Collapse
Affiliation(s)
- Ourania Anesti
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Centre of Toxicology Science and Research, School of Medicine, University of Crete, Heraklion, Greece
| | - Nafsika Papaioannou
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Catherine Gabriel
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Achilleas Karakoltzidis
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Vazha Dzhedzheia
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis Petridis
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Antonios Stratidakis
- Science, Technology, and Society Department, Istituto Universitario di Studi Superiori (IUSS), University School for Advanced Study, Pavia, Italy
| | | | - Milena Horvat
- Department of Environmental Sciences, Josef Stefan Institute, Ljubljana, Slovenia
| | - Janja Snoj Tratnik
- Department of Environmental Sciences, Josef Stefan Institute, Ljubljana, Slovenia
| | - Aristidis Tsatsakis
- Centre of Toxicology Science and Research, School of Medicine, University of Crete, Heraklion, Greece
| | - Spyros Karakitsios
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimosthenis A. Sarigiannis
- HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece,Centre of Toxicology Science and Research, School of Medicine, University of Crete, Heraklion, Greece,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece,*Correspondence: Dimosthenis A. Sarigiannis
| |
Collapse
|
2
|
Sarigiannis D, Gypakis A, Stratidakis A, Nikiforou F, Renieri E, Karakitsios S. SOC-I-08 INTEGRA LCA: a computational toolbox for safe and sustainable by design chemicals and materials. Toxicol Lett 2022. [DOI: 10.1016/j.toxlet.2022.07.079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
|
3
|
Berdiaki A, Perisynaki E, Stratidakis A, Kulikov PP, Kuskov AN, Stivaktakis P, Henrich-Noack P, Luss AL, Shtilman MM, Tzanakakis GN, Tsatsakis A, Nikitovic D. Assessment of Amphiphilic Poly- N-vinylpyrrolidone Nanoparticles' Biocompatibility with Endothelial Cells in Vitro and Delivery of an Anti-Inflammatory Drug. Mol Pharm 2020; 17:4212-4225. [PMID: 32986447 DOI: 10.1021/acs.molpharmaceut.0c00667] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Nanoparticles (NPs) produced from amphiphilic derivatives of poly-N-vinylpyrrolidone (Amph-PVP), composed of various molecular weight polymeric hydrophilic fragments linked into hydrophobic n-alkyl chains of varying lengths, were previously shown to exert excellent biocompatibility. Although routes of administration can be different, finally, most nanosystems enter the blood circulation or lymphatic vessels, and by this, they establish direct contact with endothelial cells. In this study, Amph-PVP NPs and fluorescently labeled Amph-PVP-based NPs, namely "PVP" NPs (Amph-PVP-NPs (6000 Da) unloaded) and "F"-NPs (Amph-PVP-NPs (6000 Da) loaded with fluorescent FITC), were synthesized to study Amph-PVP NPs interactions with HMEC-1 endothelial cells. PVP NPs were readily uptaken by HMEC-1 cells in a concentration-dependent manner, as demonstrated by immunofluorescence imaging. Upon uptake, the FITC dye was localized to the perinuclear region and cytoplasm of treated cells. The generation of lipopolysaccharide (LPS)-induced activated endothelium model revealed an increased uptake of PVPNPs, as shown by confocal microscopy. Both unloaded PVP NPs and F-NPs did not affect EC viability in the 0.01 to 0.066 mg/mL range. Furthermore, we focused on the potential immunological activation of HMEC-1 endothelial cells upon PVPNPs treatment by assessing the expression of their E-Selectin, ICAM-1, and VCAM-1 adhesion receptors. None of the adhesion molecules were affected by NP treatments of both activated by LPS and nonactivated HMEC-1 cells, at the utilized concentrations (p = NS). In this study, PVP (6000 Da) NPs were used to encapsulate indomethacin, a widely used anti-inflammatory drug. The synthesized drug carrier complex did not affect HMEC-1 cell growth and expression of E-selectin, ICAM-1, and VCAM-1 adhesion receptors. In summary, PVP-based NPs are safe for use on both basal and activated endothelium, which more accurately mimics pathological conditions. Amph-PVP NPs are a promising drug delivery system.
Collapse
Affiliation(s)
- Aikaterini Berdiaki
- Laboratory of Histology-Embryology, School of Medicine, University of Crete, Voutes, 71003 Heraklion, Greece
| | - Emmanouela Perisynaki
- Laboratory of Histology-Embryology, School of Medicine, University of Crete, Voutes, 71003 Heraklion, Greece
| | - Antonios Stratidakis
- Institute for Advanced Study (IUSS), Environmental Health Engineering, Piazzadella Vittoria 15, 27100 Pavia, Italy.,Laboratory of Toxicology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Pavel P Kulikov
- Department of Biomaterials, D. Mendeleev University of Chemical Technology of Russia, Miusskaya Square 9, Moscow 125047, Russian Federation.,Centre for Strategic Planning of FMBA of Russia, Moscow 119121, Russia
| | - Andrey N Kuskov
- Department of Biomaterials, D. Mendeleev University of Chemical Technology of Russia, Miusskaya Square 9, Moscow 125047, Russian Federation
| | | | - Petra Henrich-Noack
- Clinic of Neurology with Institute of Translational Neurology, University Clinic Muenster, 48149 Muenster, Germany
| | - Anna L Luss
- Department of Biomaterials, D. Mendeleev University of Chemical Technology of Russia, Miusskaya Square 9, Moscow 125047, Russian Federation
| | - Mikhail M Shtilman
- Department of Biomaterials, D. Mendeleev University of Chemical Technology of Russia, Miusskaya Square 9, Moscow 125047, Russian Federation
| | - George N Tzanakakis
- Laboratory of Histology-Embryology, School of Medicine, University of Crete, Voutes, 71003 Heraklion, Greece.,Laboratory of Anatomy, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Aristidis Tsatsakis
- Laboratory of Toxicology, School of Medicine, University of Crete, 71003 Heraklion, Greece.,Department of Biomaterials, D. Mendeleev University of Chemical Technology of Russia, Miusskaya Square 9, Moscow 125047, Russian Federation
| | - Dragana Nikitovic
- Laboratory of Histology-Embryology, School of Medicine, University of Crete, Voutes, 71003 Heraklion, Greece
| |
Collapse
|
4
|
Kholodov A, Zakharenko A, Drozd V, Chernyshev V, Kirichenko K, Seryodkin I, Karabtsov A, Olesik S, Khvost E, Vakhnyuk I, Chaika V, Stratidakis A, Vinceti M, Sarigiannis D, Hayes AW, Tsatsakis A, Golokhvast K. Identification of cement in atmospheric particulate matter using the hybrid method of laser diffraction analysis and Raman spectroscopy. Heliyon 2020; 6:e03299. [PMID: 32128461 PMCID: PMC7042420 DOI: 10.1016/j.heliyon.2020.e03299] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 12/10/2019] [Accepted: 01/22/2020] [Indexed: 12/20/2022] Open
Abstract
The production of cement is associated with the emissions of dust and particulate matter, nitrogen oxides (NOx), sulfur dioxide (SO2), carbon monoxide (CO), heavy metals, and volatile organic compounds into the environment. People living near cement production facilities are potentially exposed to these pollutants, including carcinogens, although at lower doses than the factory workers. In this study we focused on the distribution of fine particulate matter, the composition, size patterns, and spatial distribution of the emissions from Spassk cement plant in Primorsky Krai, Russian Federation. The particulate matter was studied in wash-out from vegetation (conifer needles) using a hybrid method of laser diffraction analysis and Raman spectroscopy. The results showed that fine particulate matter (PM10 fraction) extended to the entire town and its neighbourhood. The percentage of PM10 in different areas of the town and over the course of two seasons ranged from 34.8% to 65% relative to other size fractions of particulate matter. It was further shown that up to 80% of the atmospheric PM content at some sampling points was composed of cement-containing particles. This links the cement production in Spassk-Dalny with overall morbidity of the town population and pollution of the environment.
Collapse
Affiliation(s)
- Aleksei Kholodov
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation.,Far East Geological Institute, Far Eastern Branch of Russian Academy of Sciences, 159 Pr-t 100-letiya Vladivostoka, Vladivostok, 690022, Russian Federation
| | - Alexander Zakharenko
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Vladimir Drozd
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Valery Chernyshev
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Konstantin Kirichenko
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Ivan Seryodkin
- Pacific Geographical Institute, Far Eastern Branch of Russian Academy of Sciences, 7 Radio Street, Vladivostok, 690041, Russian Federation
| | - Alexander Karabtsov
- Far East Geological Institute, Far Eastern Branch of Russian Academy of Sciences, 159 Pr-t 100-letiya Vladivostoka, Vladivostok, 690022, Russian Federation
| | - Svetlana Olesik
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Ekaterina Khvost
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Igor Vakhnyuk
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Vladimir Chaika
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation
| | - Antonios Stratidakis
- Environmental Health Engineering, University School of Advanced Studies IUSS, Pavia, Italy
| | - Marco Vinceti
- Department of Biomedical, Metabolical and Neurosciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Dimosthenis Sarigiannis
- Environmental Health Engineering, University School of Advanced Studies IUSS, Pavia, Italy.,Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - A Wallace Hayes
- College of Public Health, University of South Florida, Tampa, USA
| | - Aristidis Tsatsakis
- Laboratory of Toxicology, School of Medicine, University of Crete, Heraklion 71003, Greece
| | - Kirill Golokhvast
- Far Eastern Federal University, 8 Sukhanova Street, Vladivostok 690950, Russian Federation.,Pacific Geographical Institute, Far Eastern Branch of Russian Academy of Sciences, 7 Radio Street, Vladivostok, 690041, Russian Federation.,Federal Research Center N. I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), 42, 44 Bolshaya Morskaya Street, Saint-Petersburgh, 190121, Russian Federation
| |
Collapse
|
5
|
Fragkiadoulaki I, Mamoulakis C, Alegakis A, Tzatzarakis M, Karzi V, Stratidakis A, Renieri E, Vardavas A, Leon G, Tsitsimpikou C, Tsatsakis A. Natural antioxidants prevent contrast-induced nephropathy by enhancing nitric oxide synthesis in an animal model. Toxicol Lett 2018. [DOI: 10.1016/j.toxlet.2018.06.1007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|