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A Toxicogenomic Approach Reveals a Novel Gene Regulatory Network Active in In Vitro and In Vivo Models of Thyroid Carcinogenesis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16010122. [PMID: 30621213 PMCID: PMC6338918 DOI: 10.3390/ijerph16010122] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 12/21/2018] [Accepted: 12/27/2018] [Indexed: 02/06/2023]
Abstract
Epidemiological and experimental studies emphasize the link between environmental chemicals exposure and thyroid cancer. However, this association is strongly debated and the mechanisms of action of environmental thyroid carcinogens still need to be identified. The analysis of in vitro transcriptomic data developed to investigate the effects of chlorpyrifos on immortalized thyrocytes highlighted the impaired expression of genes involved in endodermal carcinogenesis. This endodermal carcinogenic gene-network (ECGN, including Zfp36l2, Dmbt1, Ddit4), was validated in cellular and mouse models of thyroid carcinogenesis, characterized by the constitutive activation of the mitogen-activated protein kinase (MAPK) pathway and in immortalized thyrocytes exposed to tetrachlorodibenzo-p-dioxin (TCDD) and chlorpyrifos (CPF). The mRNA levels of Zfp36l2, Dmbt1 and Ddit4 were increased in models characterized by MAPK activation or following TCDD exposure, whereas they were inhibited by CPF exposure. Overall, the ECGN transcripts identify a novel gene-regulatory network associated with thyroid carcinogenesis promoted by genetic mutation or by environmental carcinogens. The latter have opposite effects on the modulation of the ECGN transcripts according to their mechanisms of action in promoting carcinogenesis. Therefore, the analyses of ECGN might be helpful in discriminating compounds that promote cellular survival associated or not to proliferation of thyrocytes.
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Genetic background and window of exposure contribute to thyroid dysfunction promoted by low-dose exposure to 2,3,7,8-tetrachlorodibenzo-p-dioxin in mice. Sci Rep 2018; 8:16324. [PMID: 30397221 PMCID: PMC6218492 DOI: 10.1038/s41598-018-34427-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 09/24/2018] [Indexed: 01/02/2023] Open
Abstract
Genetic and environmental factors contribute to thyroid diseases. Although still debated, 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) is thought to induce thyroid dysfunction in humans and rodents. The data here reported point out the contribution of the exposure window and genetic background in mediating the low-dose TCDD effects on thyroid. Indeed, early (from E0.5 to PND30) and low-dose (0,001 μg/kg/day) TCDD exposure reduced the circulating fT4 and altered the expression of thyroid specific transcripts. The role of genetic components was estimated monitoring the same markers in Pax8+/- and Nkx2-1+/- mice, susceptible to thyroid dysfunction, exposed to 0, 1 μg/kg/day TCDD from E15.5 to PND60. Haploinsufficiency of either Pax8 or Nkx2-1 genes exacerbated the effects of the exposure impairing the thyroid enriched mRNAs in sex dependent manner. Such effect was mediated by mechanisms involving the Nkx2-1/p53/p65/IĸBα pathway in vitro and in vivo. Foetal exposure to TCDD impaired both thyroid function and genes expression while thyroid development and differentiation did not appear significantly affected. In mouse, stronger effects were related to earlier exposure or specific genetic background such as either Pax8 or Nkx2-1 haploinsufficiency, both associated to hypothyroidism in humans. Furthermore, our data underline that long exposure time are needed to model in vitro and in vivo results.
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Transcriptomic Profiles in Zebrafish Liver Permit the Discrimination of Surface Water with Pollution Gradient and Different Discharges. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15081648. [PMID: 30081495 PMCID: PMC6122030 DOI: 10.3390/ijerph15081648] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 07/24/2018] [Accepted: 08/02/2018] [Indexed: 01/23/2023]
Abstract
The present study aims to evaluate the potential of transcriptomic profiles in evaluating the impacts of complex mixtures of pollutants at environmentally relevant concentrations on aquatic vertebrates. The changes in gene expression were determined using microarray in the liver of male zebrafish (Danio rerio) exposed to surface water collected from selected locations on the Hun River, China. The numbers of differentially expressed genes (DEGs) in each treatment ranged from 728 to 3292, which were positively correlated with chemical oxygen demand (COD). Predominant transcriptomic responses included peroxisome proliferator-activated receptors (PPAR) signaling and steroid biosynthesis. Key pathways in immune system were also affected. Notably, two human diseases related pathways, insulin resistance and Salmonella infection were enriched. Clustering analysis and principle component analysis with DEGs differentiated the upstream and downstream site of Shenyang City, and the mainstream and the tributary sites near the junction. Comparison the gene expression profiles of zebrafish exposed to river surface water with those to individual chemicals found higher similarity of the river water with estradiol than several other organic pollutants and metals. Results suggested that the transcriptomic profiles of zebrafish is promising in differentiating surface water with pollution gradient and different discharges and in providing valuable information to support discharge management.
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Wolters JEJ, van Breda SGJ, Grossmann J, Fortes C, Caiment F, Kleinjans JCS. Integrated 'omics analysis reveals new drug-induced mitochondrial perturbations in human hepatocytes. Toxicol Lett 2018; 289:1-13. [PMID: 29501571 DOI: 10.1016/j.toxlet.2018.02.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 02/02/2018] [Accepted: 02/23/2018] [Indexed: 12/11/2022]
Abstract
We performed a multiple 'omics study by integrating data on epigenomic, transcriptomic, and proteomic perturbations associated with mitochondrial dysfunction in primary human hepatocytes caused by the liver toxicant valproic acid (VPA), to deeper understand downstream events following epigenetic alterations in the mitochondrial genome. Furthermore, we investigated persistence of cross-omics changes after terminating drug treatment. Upon transient methylation changes of mitochondrial genes during VPA-treatment, increasing complexities of gene-interaction networks across time were demonstrated, which normalized during washout. Furthermore, co-expression between genes and their corresponding proteins increased across time. Additionally, in relation to persistently decreased ATP production, we observed decreased expression of mitochondrial complex I and III-V genes. Persistent transcripts and proteins were related to citric acid cycle and β-oxidation. In particular, we identified a potential novel mitochondrial-nuclear signaling axis, MT-CO2-FN1-MYC-CPT1. In summary, this cross-omics study revealed dynamic responses of the mitochondrial epigenome to an impulse toxicant challenge resulting in persistent mitochondrial dysfunctioning. Moreover, this approach allowed for discriminating between the toxic effect of VPA and adaptation.
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Affiliation(s)
- Jarno E J Wolters
- Department of Toxicogenomics, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
| | - Simone G J van Breda
- Department of Toxicogenomics, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
| | - Jonas Grossmann
- Functional Genomics Center Zurich, Functional Genomics Center Zurich, University Zurich/ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland.
| | - Claudia Fortes
- Functional Genomics Center Zurich, Functional Genomics Center Zurich, University Zurich/ETH Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland.
| | - Florian Caiment
- Department of Toxicogenomics, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
| | - Jos C S Kleinjans
- Department of Toxicogenomics, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P.O. Box 616, 6200 MD Maastricht, The Netherlands.
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Porreca I, D’Angelo F, De Franceschi L, Mattè A, Ceccarelli M, Iolascon A, Zamò A, Russo F, Ravo M, Tarallo R, Scarfò M, Weisz A, De Felice M, Mallardo M, Ambrosino C. Pesticide toxicogenomics across scales: in vitro transcriptome predicts mechanisms and outcomes of exposure in vivo. Sci Rep 2016; 6:38131. [PMID: 27905518 PMCID: PMC5131489 DOI: 10.1038/srep38131] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Accepted: 11/07/2016] [Indexed: 12/14/2022] Open
Abstract
In vitro Omics analysis (i.e. transcriptome) is suggested to predict in vivo toxicity and adverse effects in humans, although the causal link between high-throughput data and effects in vivo is not easily established. Indeed, the chemical-organism interaction can involve processes, such as adaptation, not established in cell cultures. Starting from this consideration we investigate the transcriptomic response of immortalized thyrocytes to ethylenthiourea and chlorpyrifos. In vitro data revealed specific and common genes/mechanisms of toxicity, controlling the proliferation/survival of the thyrocytes and unrelated hematopoietic cell lineages. These results were phenotypically confirmed in vivo by the reduction of circulating T4 hormone and the development of pancytopenia after long exposure. Our data imply that in vitro toxicogenomics is a powerful tool in predicting adverse effects in vivo, experimentally confirming the vision described as Tox21c (Toxicity Testing in the 21st century) although not fully recapitulating the biocomplexity of a living animal.
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Affiliation(s)
| | - Fulvio D’Angelo
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
| | - Lucia De Franceschi
- Department of Medicine, University of Verona-AOUI Verona, Policlinico GB Rossi, P.Le L. Scuro, 10, 37134 Verona, Italy
| | - Alessandro Mattè
- Department of Medicine, University of Verona-AOUI Verona, Policlinico GB Rossi, P.Le L. Scuro, 10, 37134 Verona, Italy
| | - Michele Ceccarelli
- Department of Science and Technology, University of Sannio, Via Port’Arsa 11, 82100, Benevento, Italy
| | - Achille Iolascon
- Molecular Medicine and Medical Biotechnologies, University of Naples “Federico II Napoli, Italy
| | - Alberto Zamò
- Department of Diagnostics and Public Health, University of Verona-AOUI Verona, Policlinico GB Rossi, P.Le L. Scuro, 10, 37134 Verona, Italy
| | - Filomena Russo
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
| | - Maria Ravo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Schola Medica Salernitana’, University of Salerno, Baronissi, Salerno, Italy
| | - Roberta Tarallo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Schola Medica Salernitana’, University of Salerno, Baronissi, Salerno, Italy
| | - Marzia Scarfò
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
| | - Alessandro Weisz
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Schola Medica Salernitana’, University of Salerno, Baronissi, Salerno, Italy
| | | | - Massimo Mallardo
- Molecular Medicine and Medical Biotechnologies, University of Naples “Federico II Napoli, Italy
| | - Concetta Ambrosino
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
- Department of Science and Technology, University of Sannio, Via Port’Arsa 11, 82100, Benevento, Italy
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Porreca I, Ulloa Severino L, D’Angelo F, Cuomo D, Ceccarelli M, Altucci L, Amendola E, Nebbioso A, Mallardo M, De Felice M, Ambrosino C. "Stockpile" of Slight Transcriptomic Changes Determines the Indirect Genotoxicity of Low-Dose BPA in Thyroid Cells. PLoS One 2016; 11:e0151618. [PMID: 26982218 PMCID: PMC4794173 DOI: 10.1371/journal.pone.0151618] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Accepted: 03/01/2016] [Indexed: 11/19/2022] Open
Abstract
Epidemiological and experimental data highlighted the thyroid-disrupting activity of bisphenol A (BPA). Although pivotal to identify the mechanisms of toxicity, direct low-dose BPA effects on thyrocytes have not been assessed. Here, we report the results of microarray experiments revealing that the transcriptome reacts dynamically to low-dose BPA exposure, adapting the changes in gene expression to the exposure duration. The response involves many genes, enriching specific pathways and biological functions mainly cell death/proliferation or DNA repair. Their expression is only slightly altered but, since they enrich specific pathways, this results in major effects as shown here for transcripts involved in the DNA repair pathway. Indeed, even though no phenotypic changes are induced by the treatment, we show that the exposure to BPA impairs the cell response to further stressors. We experimentally verify that prolonged exposure to low doses of BPA results in a delayed response to UV-C-induced DNA damage, due to impairment of p21-Tp53 axis, with the BPA-treated cells more prone to cell death and DNA damage accumulation. The present findings shed light on a possible mechanism by which BPA, not able to directly cause genetic damage at environmental dose, may exert an indirect genotoxic activity.
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Affiliation(s)
| | - Luisa Ulloa Severino
- University of Trieste, PhD School of Nanotechnology, Piazzale Europa 1, 34127, Trieste, Italy
| | - Fulvio D’Angelo
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
| | - Danila Cuomo
- Department of Science and Technology, University of Sannio, Via Port’Arsa 11, 82100, Benevento, Italy
| | - Michele Ceccarelli
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
- Department of Science and Technology, University of Sannio, Via Port’Arsa 11, 82100, Benevento, Italy
| | - Lucia Altucci
- Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, Via L. De Crecchio 7, 80138, Napoli, Italy
| | - Elena Amendola
- Molecular Medicine and Medical Biotechnologies, University of Naples “Federico II”, via Pansini 6, 80131, Napoli, Italy
| | - Angela Nebbioso
- Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, Via L. De Crecchio 7, 80138, Napoli, Italy
| | - Massimo Mallardo
- Molecular Medicine and Medical Biotechnologies, University of Naples “Federico II”, via Pansini 6, 80131, Napoli, Italy
| | - Mario De Felice
- Molecular Medicine and Medical Biotechnologies, University of Naples “Federico II”, via Pansini 6, 80131, Napoli, Italy
- IEOS-CNR, Via Pansini 6, 80131 Napoli, Italy
| | - Concetta Ambrosino
- IRGS, Biogem, Via Camporeale, 83031, Ariano Irpino, Avellino, Italy
- Department of Science and Technology, University of Sannio, Via Port’Arsa 11, 82100, Benevento, Italy
- * E-mail:
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Evaluation of low doses BPA-induced perturbation of glycemia by toxicogenomics points to a primary role of pancreatic islets and to the mechanism of toxicity. Cell Death Dis 2015; 6:e1959. [PMID: 26512966 PMCID: PMC5399181 DOI: 10.1038/cddis.2015.319] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 09/22/2015] [Accepted: 09/24/2015] [Indexed: 01/15/2023]
Abstract
Epidemiologic and experimental studies have associated changes of blood glucose homeostasis to Bisphenol A (BPA) exposure. We took a toxicogenomic approach to investigate the mechanisms of low-dose (1 × 10−9 M) BPA toxicity in ex vivo cultures of primary murine pancreatic islets and hepatocytes. Twenty-nine inhibited genes were identified in islets and none in exposed hepatocytes. Although their expression was slightly altered, their impaired cellular level, as a whole, resulted in specific phenotypic changes. Damage of mitochondrial function and metabolism, as predicted by bioinformatics analyses, was observed: BPA exposure led to a time-dependent decrease in mitochondrial membrane potential, to an increase of ROS cellular levels and, finally, to an induction of apoptosis, attributable to the bigger Bax/Bcl-2 ratio owing to activation of NF-κB pathway. Our data suggest a multifactorial mechanism for BPA toxicity in pancreatic islets with emphasis to mitochondria dysfunction and NF-κB activation. Finally, we assessed in vitro the viability of BPA-treated islets in stressing condition, as exposure to high glucose, evidencing a reduced ability of the exposed islets to respond to further damages. The result was confirmed in vivo evaluating the reduction of glycemia in hyperglycemic mice transplanted with control and BPA-treated pancreatic islets. The reported findings identify the pancreatic islet as the main target of BPA toxicity in impairing the glycemia. They suggest that the BPA exposure can weaken the response of the pancreatic islets to damages. The last observation could represent a broader concept whose consideration should lead to the development of experimental plans better reproducing the multiple exposure conditions.
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