1
|
Hu D, Cao Y, Cai C, Wang G, Zhou M, Peng L, Fan Y, Lai Q, Gao Z. Establishment of human cerebral organoid systems to model early neural development and assess the central neurotoxicity of environmental toxins. Neural Regen Res 2025; 20:242-252. [PMID: 38767489 PMCID: PMC11246146 DOI: 10.4103/nrr.nrr-d-23-00928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 12/08/2023] [Indexed: 05/22/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202501000-00032/figure1/v/2024-05-14T021156Z/r/image-tiff Human brain development is a complex process, and animal models often have significant limitations. To address this, researchers have developed pluripotent stem cell-derived three-dimensional structures, known as brain-like organoids, to more accurately model early human brain development and disease. To enable more consistent and intuitive reproduction of early brain development, in this study, we incorporated forebrain organoid culture technology into the traditional unguided method of brain organoid culture. This involved embedding organoids in matrigel for only 7 days during the rapid expansion phase of the neural epithelium and then removing them from the matrigel for further cultivation, resulting in a new type of human brain organoid system. This cerebral organoid system replicated the temporospatial characteristics of early human brain development, including neuroepithelium derivation, neural progenitor cell production and maintenance, neuron differentiation and migration, and cortical layer patterning and formation, providing more consistent and reproducible organoids for developmental modeling and toxicology testing. As a proof of concept, we applied the heavy metal cadmium to this newly improved organoid system to test whether it could be used to evaluate the neurotoxicity of environmental toxins. Brain organoids exposed to cadmium for 7 or 14 days manifested severe damage and abnormalities in their neurodevelopmental patterns, including bursts of cortical cell death and premature differentiation. Cadmium exposure caused progressive depletion of neural progenitor cells and loss of organoid integrity, accompanied by compensatory cell proliferation at ectopic locations. The convenience, flexibility, and controllability of this newly developed organoid platform make it a powerful and affordable alternative to animal models for use in neurodevelopmental, neurological, and neurotoxicological studies.
Collapse
Affiliation(s)
- Daiyu Hu
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
- Key Laboratory of Arrhythmias, Ministry of Education, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yuanqing Cao
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
- Key Laboratory of Arrhythmias, Ministry of Education, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chenglin Cai
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Key Laboratory of Arrhythmias, Ministry of Education, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guangming Wang
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Key Laboratory of Arrhythmias, Ministry of Education, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Min Zhou
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
| | - Luying Peng
- Key Laboratory of Arrhythmias, Ministry of Education, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yantao Fan
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
| | - Qiong Lai
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
| | - Zhengliang Gao
- Fundamental Research Center, Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- Institute of Geriatrics (Shanghai University), Affiliated Nantong Hospital of Shanghai University (The Sixth People's Hospital of Nantong), Shanghai University School of Medicine, Nantong, Jiangsu Province, China
- Shanghai Engineering Research Center of Organ Repair, Shanghai University School of Medicine, Shanghai, China
| |
Collapse
|
2
|
Chandravanshi L, Shiv K, Kumar S. Developmental toxicity of cadmium in infants and children: a review. Environ Anal Health Toxicol 2021; 36:e2021003-0. [PMID: 33730790 PMCID: PMC8207007 DOI: 10.5620/eaht.2021003] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 01/09/2021] [Indexed: 02/06/2023] Open
Abstract
Several millions of people are exposed to cadmium worldwide due to natural and anthropogenic activities that led to their widespread distribution in the environment and have shown potential adverse effects on the kidneys, liver, heart and nervous system. Recently human and animal-based studies have been shown that In utero and early life exposure to cadmium can have serious health issues that are related to the risk of developmental disabilities and other outcomes in adulthood. Since, cadmium crosses the placental barrier and reaches easily to the fetus, even moderate or high-level exposure of this metal during pregnancy could be of serious health consequences which might be reflected either in the children’s early or later stages of life. Mortality from various diseases including cancer, cardiovascular, respiratory, kidney and neurological problems, correlation with In utero or early life exposure to cadmium has been found in epidemiological studies. Animal studies with strong evidence of various diseases mostly support for the human studies, as well as suggested a myriad mechanism by which cadmium can interfere with human health and development. More studies are needed to establish the mechanism of cadmium-induced toxicity with environmentally relevant doses in childhood and later life. In this review, we provide a comprehensive examination of the literature addressing potential long- term health issues with In utero and early life exposure to cadmium, as well as correlating with human and animal exposure studies.
Collapse
Affiliation(s)
- Lalit Chandravanshi
- Department of Forensic Science, College and Traffic Management- Institute of Road and Traffic Education, Faridabad - Haryana - 121010, India
| | - Kunal Shiv
- Division of Forensic Science, School of Basic & Applied Sciences, Galgotias University Greater Noida - 201306, India
| | - Sudhir Kumar
- Forensic Science laboratory, Modinagar, Ghaziabad - 201204, India
| |
Collapse
|
3
|
Carlson LM, Champagne FA, Cory-Slechta DA, Dishaw L, Faustman E, Mundy W, Segal D, Sobin C, Starkey C, Taylor M, Makris SL, Kraft A. Potential frameworks to support evaluation of mechanistic data for developmental neurotoxicity outcomes: A symposium report. Neurotoxicol Teratol 2020; 78:106865. [PMID: 32068112 PMCID: PMC7160758 DOI: 10.1016/j.ntt.2020.106865] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 02/05/2020] [Accepted: 02/10/2020] [Indexed: 12/16/2022]
Abstract
A key challenge in systematically incorporating mechanistic data into human health assessments is that, compared to studies of apical health endpoints, these data are both more abundant (mechanistic studies routinely outnumber other studies by several orders of magnitude) and more heterogeneous (e.g. different species, test system, tissue, cell type, exposure paradigm, or specific assays performed). A structured decision-making process for organizing, integrating, and weighing mechanistic DNT data for use in human health risk assessments will improve the consistency and efficiency of such evaluations. At the Developmental Neurotoxicology Society (DNTS) 2016 annual meeting, a symposium was held to address the application of existing organizing principles and frameworks for evaluation of mechanistic data relevant to interpreting neurotoxicology data. Speakers identified considerations with potential to advance the use of mechanistic DNT data in risk assessment, including considering the context of each exposure, since epigenetics, tissue type, sex, stress, nutrition and other factors can modify toxicity responses in organisms. It was also suggested that, because behavior is a manifestation of complex nervous system function, the presence and absence of behavioral change itself could be used to organize the interpretation of multiple complex simultaneous mechanistic changes. Several challenges were identified with frameworks and their implementation, and ongoing research to develop these approaches represents an early step toward full evaluation of mechanistic DNT data for assessments.
Collapse
Affiliation(s)
- Laura M Carlson
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC.
| | | | - Deborah A Cory-Slechta
- Department of Environmental Medicine, University of Rochester Medical School Rochester, NY
| | - Laura Dishaw
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC
| | - Elaine Faustman
- School of Public Health, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA
| | - William Mundy
- Neurotoxicologist, Durham, NC (formerly National Health and Environmental Effects Laboratory, Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC))
| | - Deborah Segal
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Washington, DC
| | - Christina Sobin
- Dept of Public Health Sciences, The University of Texas at El Paso, El Paso, Texas, USA
| | - Carol Starkey
- Booz Allen Hamilton (formerly research fellow with the Oak Ridge Institute for Science and Engineering (ORISE) with Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Washington DC))
| | - Michele Taylor
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC
| | - Susan L Makris
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Washington, DC
| | - Andrew Kraft
- Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Washington, DC; Center for Public Health and Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC
| |
Collapse
|
4
|
Chatzi L, Ierodiakonou D, Margetaki K, Vafeiadi M, Chalkiadaki G, Roumeliotaki T, Fthenou E, Pentheroudaki E, McConnell R, Kogevinas M, Kippler M. Associations of Prenatal Exposure to Cadmium With Child Growth, Obesity, and Cardiometabolic Traits. Am J Epidemiol 2019; 188:141-150. [PMID: 30252047 DOI: 10.1093/aje/kwy216] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 09/14/2018] [Indexed: 12/18/2022] Open
Abstract
Prenatal cadmium exposure has been associated with impaired fetal growth; much less is known about the impact during later childhood on growth and cardiometabolic traits. To elucidate the associations of prenatal cadmium exposure with child growth, adiposity, and cardiometabolic traits in 515 mother-child pairs in the Rhea Mother-Child Study cohort (Heraklion, Greece, 2007-2012), we measured urinary cadmium concentrations during early pregnancy and assessed their associations with repeated weight and height measurements (taken from birth through childhood), waist circumference, skinfold thickness, blood pressure, and serum lipid, leptin, and C-reactive protein levels at age 4 years. Adjusted linear, Poisson, and mixed-effects regression models were used, with interaction terms for child sex and maternal smoking added. Elevated prenatal cadmium levels (third tertile of urinary cadmium concentration (0.571-2.658 μg/L) vs. first (0.058-0.314 μg/L) and second (0.315-0.570 μg/L) tertiles combined) were significantly associated with a slower weight trajectory (per standard deviation score) in all children (β = -0.17, 95% confidence interval (CI): -0.32, -0.02) and a slower height trajectory in girls (β = -0.30, 95% CI: -0.52,-0.09; P for interaction = 0.025) and in children born to mothers who smoked during pregnancy (β = -0.48, 95% CI: -0.83, -1.13; P for interaction = 0.027). We concluded that prenatal cadmium exposure was associated with delayed growth in early childhood. Further research is needed to understand cadmium-related sex differences and the role of coexposure to maternal smoking during early pregnancy.
Collapse
Affiliation(s)
- Leda Chatzi
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
- Division of Environmental Health, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
- Department of Genetics and Cell Biology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Despo Ierodiakonou
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Katerina Margetaki
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Marina Vafeiadi
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Georgia Chalkiadaki
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Theano Roumeliotaki
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Eleni Fthenou
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Eirini Pentheroudaki
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Rob McConnell
- Division of Environmental Health, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Manolis Kogevinas
- ISGlobal, Centre for Research in Environmental Epidemiology
- Hospital del Mar Research Institute
- Consorcio Centro de Investigación Biomédica en Red Epidemiología y Salud Pública
| | - Maria Kippler
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
5
|
Hu J, Wang H, Hu YF, Xu XF, Chen YH, Xia MZ, Zhang C, Xu DX. Cadmium induces inflammatory cytokines through activating Akt signaling in mouse placenta and human trophoblast cells. Placenta 2018; 65:7-14. [DOI: 10.1016/j.placenta.2018.03.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 03/24/2018] [Accepted: 03/27/2018] [Indexed: 12/11/2022]
|
6
|
Guo MY, Wang H, Chen YH, Xia MZ, Zhang C, Xu DX. N-acetylcysteine alleviates cadmium-induced placental endoplasmic reticulum stress and fetal growth restriction in mice. PLoS One 2018; 13:e0191667. [PMID: 29373603 PMCID: PMC5786300 DOI: 10.1371/journal.pone.0191667] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 01/09/2018] [Indexed: 01/12/2023] Open
Abstract
Cadmium (Cd) is a developmental toxicant that induces fetal growth restriction (FGR). Placental endoplasmic reticulum (ER) stress is associated with FGR. This study investigated the effects of N-acetylcysteine (NAC) on Cd-induced placental ER stress and FGR. Pregnant mice were intraperitoneally injected with CdCl2 daily from gestational day (GD)13 to GD17. As expected, Cd reduced fetal weight and crown-rump length. Cd decreased the internal space of blood vessels in the placental labyrinth layer and inhibited placental cell proliferation. Several genes of growth factors, such as Vegf-a, placental growth factor, Igf1 and Igf1r, and several genes of nutrient transport pumps, such as Glut1, Fatp1 and Snat2, were down-regulated in placenta of Cd-treated mice. Moreover, Cd evoked placental ER stress. Of interest, NAC alleviated Cd-induced FGR. Additional experiment showed that NAC inhibited Cd-induced impairment of placental development and placental ER stress. Therefore, NAC may be exploited for prevention of Cd-induced placental insufficiency and FGR.
Collapse
Affiliation(s)
- Min-Yin Guo
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, China
| | - Hua Wang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, China
- * E-mail: (DXX); (HW)
| | - Yuan-Hua Chen
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, China
- Department of Histology and Embryology, Anhui Medical University, Hefei, China
| | - Mi-Zhen Xia
- Life Science College, Anhui Medical University, Hefei, China
| | - Cheng Zhang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, China
| | - De-Xiang Xu
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, China
- * E-mail: (DXX); (HW)
| |
Collapse
|
7
|
Jacobo-Estrada T, Santoyo-Sánchez M, Thévenod F, Barbier O. Cadmium Handling, Toxicity and Molecular Targets Involved during Pregnancy: Lessons from Experimental Models. Int J Mol Sci 2017; 18:ijms18071590. [PMID: 28737682 PMCID: PMC5536077 DOI: 10.3390/ijms18071590] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 07/18/2017] [Accepted: 07/18/2017] [Indexed: 12/16/2022] Open
Abstract
Even decades after the discovery of Cadmium (Cd) toxicity, research on this heavy metal is still a hot topic in scientific literature: as we wrote this review, more than 1440 scientific articles had been published and listed by the PubMed.gov website during 2017. Cadmium is one of the most common and harmful heavy metals present in our environment. Since pregnancy is a very particular physiological condition that could impact and modify essential pathways involved in the handling of Cd, the prenatal life is a critical stage for exposure to this non-essential element. To give the reader an overview of the possible mechanisms involved in the multiple organ toxic effects in fetuses after the exposure to Cd during pregnancy, we decided to compile some of the most relevant experimental studies performed in experimental models and to summarize the advances in this field such as the Cd distribution and the factors that could alter it (diet, binding-proteins and membrane transporters), the Cd-induced toxicity in dams (preeclampsia, fertility, kidney injury, alteration in essential element homeostasis and bone mineralization), in placenta and in fetus (teratogenicity, central nervous system, liver and kidney).
Collapse
Affiliation(s)
- Tania Jacobo-Estrada
- Departamento de Sociedad y Política Ambiental, CIIEMAD, Instituto Politécnico Nacional, 30 de Junio de 1520 s/n, La Laguna Ticomán, Ciudad de México 07340, Mexico.
| | - Mitzi Santoyo-Sánchez
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Av. Instituto Politécnico Nacional 2508, Gustavo A. Madero, San Pedro Zacatenco, Ciudad de México 07360, Mexico.
| | - Frank Thévenod
- Department of Physiology, Pathophysiology & Toxicology and ZBAF (Centre for Biomedical Education and Research), Faculty of Health-School of Medicine, Witten/Herdecke University, Stockumer Str 12 (Thyssenhaus), D 58453 Witten, Germany.
| | - Olivier Barbier
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Av. Instituto Politécnico Nacional 2508, Gustavo A. Madero, San Pedro Zacatenco, Ciudad de México 07360, Mexico.
| |
Collapse
|
8
|
Wang H, Liu L, Hu YF, Hao JH, Chen YH, Su PY, Yu Z, Fu L, Tao FB, Xu DX. Association of maternal serum cadmium level during pregnancy with risk of preterm birth in a Chinese population. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2016; 216:851-857. [PMID: 27381872 DOI: 10.1016/j.envpol.2016.06.058] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 06/22/2016] [Accepted: 06/25/2016] [Indexed: 06/06/2023]
Abstract
Cadmium (Cd) was a developmental toxicant that induces fetal malformation and growth restriction in mice. However, epidemiological studies about the association of maternal serum Cd level with risk of preterm birth were limited. This study was to investigate whether maternal serum Cd level during pregnancy is associated with risk of preterm birth in a Chinese population. Total 3254 eligible mother-and-singleton-offspring pairs were recruited. Maternal serum Cd level was measured by GFAAS. Based on tertiles, maternal serum Cd concentration was classified as low (LCd, <0.65 μg/L), medium (MCd, 0.65-0.94 μg/L) and high (HCd, ≥0.95 μg/L). Odds ratio (OR) for preterm birth was estimated using multiple logistic regression models. Results showed the rate of preterm birth among LCd, M-Cd and HCd was 3.5%, 3.8%, and 9.4%, respectively. Subjects with HCd had a significantly higher risk for preterm birth (OR: 2.86; 95%CI: 1.95, 4.19; P < 0.001) than did those with LCd. Adjusted OR for preterm birth was 3.02 (95%CI: 2.02, 4.50; P < 0.001) among subjects with HCd compared to subjects with LCd. Taken together, the above results suggest that maternal serum Cd level during pregnancy is positively associated with risk of preterm birth.
Collapse
Affiliation(s)
- Hua Wang
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China
| | - Lu Liu
- School of Public Health, Anhui Medical University, China
| | - Yong-Fang Hu
- School of Public Health, Anhui Medical University, China
| | - Jia-Hu Hao
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China
| | - Yuan-Hua Chen
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China
| | - Pu-Yu Su
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China
| | - Zhen Yu
- School of Public Health, Anhui Medical University, China
| | - Lin Fu
- School of Public Health, Anhui Medical University, China
| | - Fang-Biao Tao
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China.
| | - De-Xiang Xu
- School of Public Health, Anhui Medical University, China; Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, China.
| |
Collapse
|
9
|
Cadmium-induced neural tube defects and fetal growth restriction: Association with disturbance of placental folate transport. Toxicol Appl Pharmacol 2016; 306:79-85. [DOI: 10.1016/j.taap.2016.07.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2016] [Revised: 06/30/2016] [Accepted: 07/08/2016] [Indexed: 10/21/2022]
|
10
|
Wang H, Wang Y, Bo QL, Ji YL, Liu L, Hu YF, Chen YH, Zhang J, Zhao LL, Xu DX. Maternal cadmium exposure reduces placental zinc transport and induces fetal growth restriction in mice. Reprod Toxicol 2016; 63:174-82. [DOI: 10.1016/j.reprotox.2016.06.010] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2016] [Revised: 04/16/2016] [Accepted: 06/14/2016] [Indexed: 12/14/2022]
|
11
|
Maternal serum cadmium level during pregnancy and its association with small for gestational age infants: a population-based birth cohort study. Sci Rep 2016; 6:22631. [PMID: 26934860 PMCID: PMC4776171 DOI: 10.1038/srep22631] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Accepted: 02/19/2016] [Indexed: 02/08/2023] Open
Abstract
The association between maternal cadmium (Cd) exposure during pregnancy and the increased risk of fetal growth restriction (FGR) remains controversial. The present study evaluated the association between maternal serum Cd level and risk of small for gestational age (SGA) infants in a Chinese population. The present study analyzed a subsample of the C-ABCS cohort that recruited 3254 eligible mother-and-singleton-offspring pairs. Maternal serum Cd level during pregnancy was measured by graphite furnace atomic absorption spectrometry. The rate and odds ratio (OR) for SGA infant were calculated. The rate for SGA infant was 10.6% among subjects with H-Cd (≥1.06 μg/L), significantly higher than 7.5% among subjects with L-Cd (<1.06 μg/L). OR was 1.45 (95% CI: 1.11, 1.90; P = 0.007) among subjects with H-Cd. Adjusted OR for SGA infants was 1.43 (95% CI: 1.09, 1.88; P = 0.007) among subjects with H-Cd. Taken together, we observe the fact that maternal Cd exposure at middle gestational stage, elevates the risk of SGA in contrast to early gestational stage. The present results might be interesting and worth more discussing, and guarantee to further studies.
Collapse
|
12
|
Karakis I, Landau D, Yitshak-Sade M, Hershkovitz R, Rotenberg M, Sarov B, Grotto I, Novack L. Exposure to metals and congenital anomalies: a biomonitoring study of pregnant Bedouin-Arab women. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 517:106-112. [PMID: 25725195 DOI: 10.1016/j.scitotenv.2015.02.056] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Revised: 02/13/2015] [Accepted: 02/16/2015] [Indexed: 06/04/2023]
Abstract
BACKGROUND The Bedouin-Arab population in Israel comprises a low socio-economic society in transition. Smoking among males and consanguineous marriages are frequent. A previous study showed elevated rates of major malformations within groups from this population residing near an industrial park, where high ambient values of arsenic (As) and nickel (Ni) were detected, compared to groups living in remote localities. OBJECTIVES We estimated the extent of exposure to metals in pregnant Bedouin-Arab women in relation to congenital malformations. METHODS We collected maternal urine samples from 140 Bedouin women who gave birth in a local hospital. Patient medical history, type of marriage (consanguineous or non-consanguineous), and parental exposure history were collected by interview and medical records. RESULTS Aluminum (Al) was detected in 37 women (26.4%), cadmium (Cd) in 2 (1.4%), As in 10 (7.1%), and Ni in 1 woman (0.7%). The detected rate of Cd exposure was low, though more than 92% of the fathers reported smoking. Concentrations of Al were higher for women residing within 10 km of the local industrial park (Prevalence Ratio (PR)=1.12, p-value=0.012) or who reported using a wood burning stove (PR=1.37, p-value=0.011) and cooking over an open fire (PR=1.16, p-value=0.076). Exposure to Al was adversely associated with minor anomalies (OR=3.8, p-value=0.046) after adjusting for history of abortions (OR=6.1, p-value=0.007). Fetuses prenatally exposed to As were born prematurely (p-value=0.001) and at lower weights (pv=0.023). CONCLUSIONS The study population of pregnant women is exposed to high levels of metals mainly of household origin. Our findings may be generalized to similar populations in developing countries.
Collapse
Affiliation(s)
- Isabella Karakis
- Environmental Epidemiology Department, Ministry of Health, Jerusalem, Israel; Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Public Health, The Ashkelon Academic College, Ashkelon, Israel
| | - Daniella Landau
- Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Neonatology, Soroka University Medical Center, Beer-Sheva, Israel
| | - Maayan Yitshak-Sade
- Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Clinical Research Center, Soroka University Medical Center, Beer-Sheva, Israel
| | - Reli Hershkovitz
- Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Ultrasound Unit, Department of Obstetrics and Gynecology, Soroka University Medical Center, Beer-Sheva, Israel
| | - Michal Rotenberg
- Laboratory of Clinical Toxicology and Pharmacology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Batia Sarov
- Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Itamar Grotto
- Environmental Epidemiology Department, Ministry of Health, Jerusalem, Israel; Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Public Health Services, Ministry of Health, Jerusalem, Israel
| | - Lena Novack
- Faculty of Health Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
| |
Collapse
|
13
|
Sanders AP, Smeester L, Rojas D, DeBussycher T, Wu MC, Wright FA, Zhou YH, Laine JE, Rager JE, Swamy GK, Ashley-Koch A, Lynn Miranda M, Fry RC. Cadmium exposure and the epigenome: Exposure-associated patterns of DNA methylation in leukocytes from mother-baby pairs. Epigenetics 2013; 9:212-21. [PMID: 24169490 DOI: 10.4161/epi.26798] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Cadmium (Cd) is prevalent in the environment yet understudied as a developmental toxicant. Cd partially crosses the placental barrier from mother to fetus and is linked to detrimental effects in newborns. Here we examine the relationship between levels of Cd during pregnancy and 5-methylcytosine (5mC) levels in leukocyte DNA collected from 17 mother-newborn pairs. The methylation of cytosines is an epigenetic mechanism known to impact transcriptional signaling and influence health endpoints. A methylated cytosine-guanine (CpG) island recovery assay was used to assess over 4.6 million sites spanning 16,421 CpG islands. Exposure to Cd was classified for each mother-newborn pair according to maternal blood levels and compared with levels of cotinine. Subsets of genes were identified that showed altered DNA methylation levels in their promoter regions in fetal DNA associated with levels of Cd (n = 61), cotinine (n = 366), or both (n = 30). Likewise, in maternal DNA, differentially methylated genes were identified that were associated with Cd (n = 92) or cotinine (n = 134) levels. While the gene sets were largely distinct between maternal and fetal DNA, functional similarities at the biological pathway level were identified including an enrichment of genes that encode for proteins that control transcriptional regulation and apoptosis. Furthermore, conserved DNA motifs with sequence similarity to specific transcription factor binding sites were identified within the CpG islands of the gene sets. This study provides evidence for distinct patterns of DNA methylation or "footprints" in fetal and maternal DNA associated with exposure to Cd.
Collapse
Affiliation(s)
- Alison P Sanders
- Department of Environmental Sciences and Engineering; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Lisa Smeester
- Department of Environmental Sciences and Engineering; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Daniel Rojas
- Curriculum in Toxicology; School of Medicine; University of North Carolina; Chapel Hill, NC USA
| | - Tristan DeBussycher
- Center for Bioinformatics; University of North Carolina; Chapel Hill, NC USA
| | - Michael C Wu
- Department of Biostatistics; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Fred A Wright
- Department of Biostatistics; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Yi-Hui Zhou
- Department of Biostatistics; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Jessica E Laine
- Department of Epidemiology; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Julia E Rager
- Department of Environmental Sciences and Engineering; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA
| | - Geeta K Swamy
- Department of Obstetrics and Gynecology; Duke University; Durham, NC USA
| | | | - Marie Lynn Miranda
- School of Natural Resources and Environment; Department of Pediatrics; University of Michigan; Ann Arbor, MI USA
| | - Rebecca C Fry
- Department of Environmental Sciences and Engineering; Gillings School of Global Public Health; University of North Carolina; Chapel Hill, NC USA; Curriculum in Toxicology; School of Medicine; University of North Carolina; Chapel Hill, NC USA
| |
Collapse
|
14
|
Kim Y, Ha EH, Park H, Ha M, Kim Y, Hong YC, Kim EJ, Kim BN. Prenatal lead and cadmium co-exposure and infant neurodevelopment at 6 months of age: The Mothers and Children's Environmental Health (MOCEH) study. Neurotoxicology 2013; 35:15-22. [DOI: 10.1016/j.neuro.2012.11.006] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2012] [Revised: 11/26/2012] [Accepted: 11/26/2012] [Indexed: 01/03/2023]
|
15
|
Jin L, Zhang L, Li Z, Liu JM, Ye R, Ren A. Placental concentrations of mercury, lead, cadmium, and arsenic and the risk of neural tube defects in a Chinese population. Reprod Toxicol 2013; 35:25-31. [DOI: 10.1016/j.reprotox.2012.10.015] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 10/17/2012] [Accepted: 10/31/2012] [Indexed: 12/17/2022]
|
16
|
Robinson JF, Piersma AH. Toxicogenomic approaches in developmental toxicology testing. Methods Mol Biol 2013; 947:451-73. [PMID: 23138921 DOI: 10.1007/978-1-62703-131-8_31] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The emergence of toxicogenomic applications provides new tools to characterize, classify, and potentially predict teratogens. However, due to the vast number of experimental and statistical procedural steps, toxicogenomic studies are challenging. Here, we guide researchers through the basic framework of conducting toxicogenomic investigations in the field of developmental toxicology, providing examples of biological and technical factors that may influence response and interpretation. Furthermore, we review current, diverse applications of toxicogenomic-based approaches in teratology testing, including exposure-response characterization (dose and duration), chemical classification studies, and cross-model comparisons study designs. This review is intended to guide scientists through the challenging and complex structure of conducting toxicogenomic analyses, while considering the many applications of using toxicogenomics in study designs and the future of these types of "omics" approaches in developmental toxicology.
Collapse
Affiliation(s)
- Joshua F Robinson
- Laboratory for Health Protection Research-National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
| | | |
Collapse
|
17
|
Cabrera RM, Finnell RH, Zhu H, Shaw GM, Wlodarczyk BJ. Transcriptional analyses of two mouse models of spina bifida. ACTA ACUST UNITED AC 2012; 94:782-9. [PMID: 23024056 DOI: 10.1002/bdra.23081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Revised: 08/03/2012] [Accepted: 08/08/2012] [Indexed: 11/09/2022]
Abstract
BACKGROUND Spina bifida is one of the most common of all human structural birth defects. Despite considerable effort over several decades, the causes and mechanisms underlying this malformation remain poorly characterized. METHODS To better understand the pathogenesis of this abnormality, we conducted a microarray study using Mouse Whole Genome Bioarrays which have ~36,000 gene targets, to compare gene expression profiles between two mouse models; CXL-Splotch and FKBP8(Gt(neo)) which express a similar spina bifida phenotype. We anticipated that there would be a collection of overlapping genes or shared genetic pathways at the molecular level indicative of a common mechanism underlying the pathogenesis of spina bifida during embryonic development. RESULTS A total of 54 genes were determined to be differentially expressed (25 downregulated, 29 upregulated) in the FKBP8Gt((neo)) mouse embryos; whereas 73 genes were differentially expressed (56 downregulated, 17 upregulated) in the CXL-Splotch mouse relative to their wild-type controls. Remarkably, the only two genes that showed decreased expression in both mutants were v-ski sarcoma viral oncogene homolog (Ski), and Zic1, a transcription factor member of the zinc finger family. Confirmation analysis using quantitative real-time (qRT)-PCR indicated that only Zic1 was significantly decreased in both mutants. Gene ontology analysis revealed striking enrichment of genes associated with mesoderm and central nervous system development in the CXL-Splotch mutant embryos, whereas in the FKBP8(Gt(neo)) mutants, the genes involved in dorsal/ventral pattern formation, cell fate specification, and positive regulation of cell differentiation were most likely to be enriched. These results indicate that there are multiple pathways and gene networks perturbed in mouse embryos with shared phenotypes.
Collapse
Affiliation(s)
- Robert M Cabrera
- Department of Nutritional Sciences, Dell Pediatric Research Institute, The University of Texas at Austin, Austin, TX 78723, USA
| | | | | | | | | |
Collapse
|
18
|
Argüelles N, Álvarez-González I, Chamorro G, Madrigal-Bujaidar E. Protective Effect of Grapefruit Juice on the Teratogenic and Genotoxic Damage Induced by Cadmium in Mice. J Med Food 2012; 15:887-93. [DOI: 10.1089/jmf.2012.0023] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Affiliation(s)
- Nancy Argüelles
- Laboratory of Preclinical Toxicology, National School of Biological Sciences, National Polytechnic Institute, Mexico City, Mexico
| | - Isela Álvarez-González
- Laboratory of Genetics, National School of Biological Sciences, National Polytechnic Institute, Mexico City, Mexico
| | - Germán Chamorro
- Laboratory of Preclinical Toxicology, National School of Biological Sciences, National Polytechnic Institute, Mexico City, Mexico
| | - Eduardo Madrigal-Bujaidar
- Laboratory of Genetics, National School of Biological Sciences, National Polytechnic Institute, Mexico City, Mexico
| |
Collapse
|
19
|
Jennings P, Limonciel A, Felice L, Leonard MO. An overview of transcriptional regulation in response to toxicological insult. Arch Toxicol 2012; 87:49-72. [DOI: 10.1007/s00204-012-0919-y] [Citation(s) in RCA: 116] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Accepted: 07/30/2012] [Indexed: 12/30/2022]
|
20
|
Wu B, Liu S, Cheng S, Zhang Y, Zhang X. Hepatic gene expression analysis of mice exposed to raw water from Meiliang Bay, Lake Taihu, China. J Appl Toxicol 2012; 33:1416-23. [PMID: 22899542 DOI: 10.1002/jat.2805] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2012] [Revised: 06/27/2012] [Accepted: 06/27/2012] [Indexed: 11/06/2022]
Abstract
Lake water is a micro-polluted water system, and characterization of its toxicity remains difficult. Microarray-based determination of altered gene expression might be an alterative approach. We chose raw water from Meiliang Bay, Lake Taihu, China as the target water. Male mice were exposed to the lake water for 90 days. Total hepatic RNA was applied to interrogate the Affymetrix Mouse Genome 430A 2.0 array. Gene ontology analysis, pathway analysis and gene network analysis were used to identify biological effects of differently expressed genes. The results showed that the expressions of 170 genes were altered. Nine biological processes and nine biological pathways were significantly perturbed (P ≤ 0.01), mainly linked to the regulation of cell processes, DNA repair, chromatin modification, oxidative reduction and carbohydrate metabolism. Important genes, such as Prkca, Pik3r1, Fgfr1 and Zbtb16, were identified by gene network analysis. This study provided excellent insights into early toxicological effects related to raw Lake Taihu water, and illustrated that the toxicogenomic approach might be a useful tool to evaluate potential environmental health effects of raw lake water.
Collapse
Affiliation(s)
- Bing Wu
- State Key Laboratory of Pollutant Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210046, People's Republic of China
| | | | | | | | | |
Collapse
|
21
|
Cadmium-induced teratogenicity: Association with ROS-mediated endoplasmic reticulum stress in placenta. Toxicol Appl Pharmacol 2012; 259:236-47. [DOI: 10.1016/j.taap.2012.01.001] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2011] [Revised: 12/16/2011] [Accepted: 01/02/2012] [Indexed: 01/21/2023]
|
22
|
Robinson JF, Pennings JLA, Piersma AH. A review of toxicogenomic approaches in developmental toxicology. Methods Mol Biol 2012; 889:347-371. [PMID: 22669676 DOI: 10.1007/978-1-61779-867-2_22] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Over the past decade, the use of gene expression profiling (i.e., toxicogenomics or transcriptomics) has been established as the vanguard "omics" technology to investigate exposure-induced molecular changes that underlie the development of disease. As this technology quickly advances, researchers are striving to keep pace in grasping the complexity of toxicogenomic response while at the same time determine its applicability for the field of developmental toxicology. Initial studies suggest toxicogenomics to be a promising tool for multiple types of study designs, including exposure-response investigations (dose and duration), chemical classification, and model comparisons. In this review, we examine the use of toxicogenomics in developmental toxicology, discussing biological and technical factors that influence response and interpretation. Additionally, we provide a framework to guide toxicogenomic investigations in the field of developmental toxicology.
Collapse
Affiliation(s)
- Joshua F Robinson
- National Institute for Public Health and the Environment-RIVM, Bilthoven, The Netherlands
| | | | | |
Collapse
|
23
|
Robinson JF, Theunissen PT, van Dartel DA, Pennings JL, Faustman EM, Piersma AH. Comparison of MeHg-induced toxicogenomic responses across in vivo and in vitro models used in developmental toxicology. Reprod Toxicol 2011; 32:180-8. [DOI: 10.1016/j.reprotox.2011.05.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2011] [Revised: 05/12/2011] [Accepted: 05/13/2011] [Indexed: 12/14/2022]
|
24
|
Ji YL, Wang H, Liu P, Zhao XF, Zhang Y, Wang Q, Zhang H, Zhang C, Duan ZH, Meng C, Xu DX. Effects of maternal cadmium exposure during late pregnant period on testicular steroidogenesis in male offspring. Toxicol Lett 2011; 205:69-78. [DOI: 10.1016/j.toxlet.2011.05.233] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2011] [Revised: 05/06/2011] [Accepted: 05/09/2011] [Indexed: 11/17/2022]
|
25
|
Sarchielli E, Pacini S, Morucci G, Punzi T, Marini M, Vannelli GB, Gulisano M. Cadmium induces alterations in the human spinal cord morphogenesis. Biometals 2011; 25:63-74. [PMID: 21796402 DOI: 10.1007/s10534-011-9483-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2011] [Accepted: 07/17/2011] [Indexed: 11/30/2022]
Abstract
The effects of cadmium on the central nervous system are still relatively poorly understood and its role in neurodegenerative diseases has been debated. In our research, cultured explants from 25 human foetal spinal cords (10-11 weeks gestational age) were incubated with 10 and 100 μM cadmium chloride (CdCl(2)) for 24 h. After treatment, an immunohistochemical study [for Sglial fibrillary acidic protein (GFAP) and choline acetyltransferase (ChAT)], a Western blot analysis (for GFAP, β-Tubulin III, nerve growth factor receptor, Caspase 8 and poly (ADP-ribose) polymerase), and a terminal deoxynucleotidyl transferase biotin-dUTP nick end labelling (TUNEL) assay (for detection of apoptotic bodies) were performed. The treatment with CdCl(2) induced a significant and dose-dependent change in the ratio motor neurons/glial cells in the ventral horns of human foetal spinal cord. The decrease of the choline acetyltransferase-positive cells (motor neurons) and the reduction of β Tubulin III indicate that CdCl(2) specifically affects motor neurons of the ventral horns. While the number of motor neurons decreased for the activation of apoptotic pathways (as shown by the increased expression of Caspase 8, nerve growth factor receptor, and poly (ADP-ribose) polymerase), glial cells, both in the subependymal zone and in the gray matter of the ventral horns, increased (as shown by the increase of GFAP expression). These results provide the evidence that during human spinal cord development, CdCl(2) may affect the fate of neural and glial cells thus, being potentially involved in the etiopathogenesis of neurodegenerative diseases.
Collapse
Affiliation(s)
- Erica Sarchielli
- Department of Anatomy, Histology and Forensic Medicine, University of Firenze, Viale Morgagni 85, 50134, Florence, Italy
| | | | | | | | | | | | | |
Collapse
|
26
|
Sun J, Cheng S, Li A, Zhang R, Wu B, Zhang Y, Zhang X. Integration of gene chip and topological network techniques to screen a candidate biomarker gene (CBG) for predication of the source water carcinogenesis risks on mouse Mus musculus. ECOTOXICOLOGY (LONDON, ENGLAND) 2011; 20:1026-1032. [PMID: 21541659 DOI: 10.1007/s10646-011-0687-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/07/2011] [Indexed: 05/30/2023]
Abstract
Screening of a candidate biomarker gene (CBG) to predicate the carcinogenesis risks in the Yangtze River source of drinking water in Nanjing area (YZR-SDW-NJ) on mouse (Mus musculus) was conducted in this research. The effects of YZR-SDW-NJ on the genomic transcriptional expression levels were measured by the GeneChip(®) Mouse Genome and data treated by the GO database analysis. The 298 genes discovered as the differently expressed genes (DEGs) were down-regulated and their values were ≤-1.5-fold. Of the 298 DEGs, 25 were cancer-related genes selected as the seed genes to build a topological network map with Genes2Networks software, only 7 of them occurred at the constructed map. Smad2 gene was at the constructed map center and could be identified as a candidate biomarker gene (CBG) primarily which involves the genesis and development of colorectal, leukemia, lung and prostate cancers directly. Analysis of the gene signal pathway further approved that smad2 gene had the relationships closely to other 16 cancer-related genes and could be used as a CBG to indicate the carcinogenic risks in YZR-SDW-NJ. The data suggest that integration of gene chip and network techniques may be a way effectively to screen a CBG. And the parameter values for further judgment of the CBG through signal pathway relationship analysis also will be discussed.
Collapse
Affiliation(s)
- Jie Sun
- State Key Laboratory of Pollution Control & Resource Reuse and School of the Environment, Nanjing University, 163# Xianlindadao, Nanjing, 210046, China
| | | | | | | | | | | | | |
Collapse
|
27
|
van Dartel DAM, Piersma AH. The embryonic stem cell test combined with toxicogenomics as an alternative testing model for the assessment of developmental toxicity. Reprod Toxicol 2011; 32:235-44. [PMID: 21575713 DOI: 10.1016/j.reprotox.2011.04.008] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2011] [Revised: 04/20/2011] [Accepted: 04/29/2011] [Indexed: 01/15/2023]
Abstract
One of the most studied in vitro alternative testing methods for identification of developmental toxicity is the embryonic stem cell test (EST). Although the EST has been formally validated, the applicability domain as well as the predictability of the model needs further study to allow successful implementation of the EST as an alternative testing method in regulatory toxicity testing. Genomics technologies have already provided a proof of principle of their value in identification of toxicants such as carcinogenic compounds. Also within the EST, gene expression profiling has shown its value in the identification of developmental toxicity and in the evaluation of factors critical for risk assessment, such as dose and time responses. It is expected that the implementation of genomics into the EST will provide a more detailed end point evaluation as compared to the classical morphological scoring of differentiation cultures. Therefore, genomics may contribute to improvement of the EST, both in terms of definition of its applicability domain as well as its predictive capacity. In the present review, we present the progress that has been made with regard to the prediction of developmental toxicity using the EST combined with transcriptomics. Furthermore, we discuss the developments of additional aspects required for further optimization of the EST, including kinetics, the use of human embryonic stem cells (ESC) and computational toxicology. Finally, the current and future use of the EST model for prediction of developmental toxicity in testing strategies and in regulatory toxicity evaluations is discussed.
Collapse
Affiliation(s)
- Dorien A M van Dartel
- Laboratory for Health Protection Research, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | | |
Collapse
|
28
|
Yu X, Sidhu JS, Hong S, Robinson JF, Ponce RA, Faustman EM. Cadmium induced p53-dependent activation of stress signaling, accumulation of ubiquitinated proteins, and apoptosis in mouse embryonic fibroblast cells. Toxicol Sci 2011; 120:403-12. [PMID: 21252392 DOI: 10.1093/toxsci/kfr010] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The tumor suppressor oncoprotein, p53, is a critical regulator of stress-induced growth arrest and apoptosis. p53 activity is regulated through the ubiquitin proteasome system (UPS) with stress-induced disruption leading to increased accumulation of p53, resulting in growth arrest. In the present study, we investigate the role of p53 to determine sensitivity to cadmium (Cd) and whether induction of stress signaling responses and perturbation of the UPS are involved in Cd-induced cytotoxicity and apoptosis. We treated synchronously cultured p53 transgenic mouse embryonic fibroblasts, both wild-type p53+/+ and knockout p53-/- cells, with cadmium chloride (Cd, 0.5-20μM) for 24 h. Cd-induced cytotoxicity was assessed by cellular morphology disruption and neutral red dye uptake assay. Proteins in the stress signaling pathway, including p38 mitogen-activated protein kinase (MAPK) and stress-activated protein kinase/c-Jun NH2-terminal kinase (SAPK/JNK); ubiquitination, such as high-molecular weight of polyubiquitinated proteins (HMW-polyUb); and apoptotic pathways, were all measured. We found that Cd induced p53-dependent cytotoxicity in the p53+/+ cells, which exhibited a twofold greater sensitivity. We observed a dose-dependent stimulation of p38 MAPK and SAPK/JNK phosphorylation that corresponded to accumulation of HMW-polyUb conjugates and lead to the induction of apoptosis, as evidenced by the elevation of cleaved caspase-3. Our study suggests that Cd-mediated cytotoxicity and induction of stress signaling responses, elevated accumulation of HMW-polyUb conjugates, and resulting apoptosis are all dependent on p53 status.
Collapse
Affiliation(s)
- Xiaozhong Yu
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington 98105, USA
| | | | | | | | | | | |
Collapse
|
29
|
Robinson JF, Yu X, Moreira EG, Hong S, Faustman EM. Arsenic- and cadmium-induced toxicogenomic response in mouse embryos undergoing neurulation. Toxicol Appl Pharmacol 2010; 250:117-29. [PMID: 20883709 DOI: 10.1016/j.taap.2010.09.018] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2009] [Revised: 09/20/2010] [Accepted: 09/22/2010] [Indexed: 01/19/2023]
Abstract
Arsenic (As) and cadmium (Cd) are well-characterized teratogens in animal models inducing embryotoxicity and neural tube defects (NTDs) when exposed during neurulation. Toxicological research is needed to resolve the specific biological processes and associated molecular pathways underlying metal-induced toxicity during this timeframe in gestational development. In this study, we investigated the dose-dependent effects of As and Cd on gene expression in C57BL/6J mouse embryos exposed in utero during neurulation (GD8) to identify significantly altered genes and corresponding biological processes associated with embryotoxicity. We quantitatively examined the toxicogenomic dose-response relationship at the gene level. Our results suggest that As and Cd induce dose-dependent gene expression alterations representing shared (cell cycle, response to UV, glutathione metabolism, RNA processing) and unique (alcohol/sugar metabolism) biological processes, which serve as robust indicators of metal-induced developmental toxicity and indicate underlying embryotoxic effects. Our observations also correlate well with previously identified impacts of As and Cd on specific genes associated with metal-induced toxicity (Cdkn1a, Mt1). In summary, we have identified in a quantitative manner As and Cd induced dose-dependent effects on gene expression in mouse embryos during a peak window of sensitivity to embryotoxicity and NTDs in the sensitive C57BL/6J strain.
Collapse
Affiliation(s)
- Joshua F Robinson
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98195, USA
| | | | | | | | | |
Collapse
|
30
|
Zhang Z, Ma L, Zhang XX, Li W, Zhang Y, Wu B, Yang L, Cheng S. Genomic expression profiles in liver of mice exposed to purified terephthalic acid manufacturing wastewater. JOURNAL OF HAZARDOUS MATERIALS 2010; 181:1121-1126. [PMID: 20566238 DOI: 10.1016/j.jhazmat.2010.05.131] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2010] [Revised: 04/28/2010] [Accepted: 05/28/2010] [Indexed: 05/29/2023]
Abstract
DNA micorarray was used to analyze hepatic transcriptional profile of male mice (Mus musculus) after 35-d intragastric perfusion treatment with purified terephthalic acid (PTA) manufacturing wastewater. Haematological analysis demonstrated that the levels of glutamyl transferase and lactate dehydrogenase in serum were significantly decreased, and DNA microarray showed that a total of 306 genes were differentially expressed in PTA wastewater-treated mice. According to Kyoto encyclopedia of genes and genomes pathway database, the differentially expressed genes were mainly grouped to metabolic pathways (58 genes) and biological processes (101 genes). PTA wastewater had significant impacts upon metabolisms of lipid, carbohydrate, amino acid, vitamin and nucleotide. Several signal transduction pathways are most susceptible to PTA wastewater, including mitogen-activated protein kinases, Janus kinase/signal transducers and activators of transcription and calcium signaling pathways. Potential public health problems may arise from the discharge of PTA wastewater into the environment.
Collapse
Affiliation(s)
- Zongyao Zhang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, China
| | | | | | | | | | | | | | | |
Collapse
|
31
|
Robinson JF, Port JA, Yu X, Faustman EM. Integrating genetic and toxicogenomic information for determining underlying susceptibility to developmental disorders. ACTA ACUST UNITED AC 2010; 88:920-30. [DOI: 10.1002/bdra.20708] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
|
32
|
Robinson JF, Guerrette Z, Yu X, Hong S, Faustman EM. A systems-based approach to investigate dose- and time-dependent methylmercury-induced gene expression response in C57BL/6 mouse embryos undergoing neurulation. BIRTH DEFECTS RESEARCH. PART B, DEVELOPMENTAL AND REPRODUCTIVE TOXICOLOGY 2010; 89:188-200. [PMID: 20540155 PMCID: PMC3726008 DOI: 10.1002/bdrb.20241] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Aberrations during neurulation due to genetic and/or environmental factors underlie a variety of adverse developmental outcomes, including neural tube defects (NTDs). Methylmercury (MeHg) is a developmental neurotoxicant and teratogen that perturbs a wide range of biological processes/pathways in animal models, including those involved in early gestation (e.g., cell cycle, cell differentiation). Yet, the relationship between these MeHg-linked effects and changes in gestational development remains unresolved. Specifically, current information lacks mechanistic comparisons across dose or time for MeHg exposure during neurulation. These detailed investigations are crucial for identifying sensitive indicators of toxicity and for risk assessment applications. METHODS Using a systems-based toxicogenomic approach, we examined dose- and time-dependent effects of MeHg on gene expression in C57BL/6 mouse embryos during cranial neural tube closure, assessing for significantly altered genes and associated Gene Ontology (GO) biological processes. Using the GO-based application GO-Quant, we quantitatively assessed dose- and time-dependent effects on gene expression within enriched GO biological processes impacted by MeHg. RESULTS We observed MeHg to significantly alter expression of 883 genes, including several genes (e.g., Vangl2, Celsr1, Ptk7, Twist, Tcf7) previously characterized to be crucial for neural tube development. Significantly altered genes were associated with development cell adhesion, cell cycle, and cell differentiation-related GO biological processes. CONCLUSIONS Our results suggest that MeHg-induced impacts within these biological processes during gestational development may underlie MeHg-induced teratogenic and neurodevelopmental toxicity outcomes.
Collapse
Affiliation(s)
- Joshua F. Robinson
- Department of Environmental and Occupational Health
Sciences, University of Washington, Seattle, Washington
- Institute for Risk Analysis and Risk Communication,
Seattle, Washington
- Center for Child Environmental Health Risks Research,
Seattle, Washington
| | - Zachariah Guerrette
- Department of Environmental and Occupational Health
Sciences, University of Washington, Seattle, Washington
- Institute for Risk Analysis and Risk Communication,
Seattle, Washington
- Center for Child Environmental Health Risks Research,
Seattle, Washington
| | - Xiaozhong Yu
- Department of Environmental and Occupational Health
Sciences, University of Washington, Seattle, Washington
- Institute for Risk Analysis and Risk Communication,
Seattle, Washington
- Center for Child Environmental Health Risks Research,
Seattle, Washington
| | - Sungwoo Hong
- Department of Environmental and Occupational Health
Sciences, University of Washington, Seattle, Washington
- Institute for Risk Analysis and Risk Communication,
Seattle, Washington
- Center for Child Environmental Health Risks Research,
Seattle, Washington
| | - Elaine M. Faustman
- Department of Environmental and Occupational Health
Sciences, University of Washington, Seattle, Washington
- Center for Ecogenetics and Environmental Health, Seattle,
Washington
- Institute for Risk Analysis and Risk Communication,
Seattle, Washington
- Center on Human Development and Disability, Seattle,
Washington
- Center for Child Environmental Health Risks Research,
Seattle, Washington
| |
Collapse
|
33
|
Robinson JF, Griffith WC, Yu X, Hong S, Kim E, Faustman EM. Methylmercury induced toxicogenomic response in C57 and SWV mouse embryos undergoing neural tube closure. Reprod Toxicol 2010; 30:284-91. [PMID: 20493249 DOI: 10.1016/j.reprotox.2010.05.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2010] [Revised: 04/06/2010] [Accepted: 05/10/2010] [Indexed: 12/16/2022]
Abstract
Methylmercury (MeHg) is a developmental neurotoxicant and teratogen and is hypothesized to perturb a wide range of biological processes, like other metals including arsenic (As) and cadmium (Cd). Common inbred mouse strains including C57 (sensitive) and SWV (resistant) display differences in sensitivity to metals such as As and Cd when exposed during neurulation. In this study, we investigated the impact of MeHg on neurulation, assessing for potential differences in sensitivity and associated toxicogenomic response in C57 and SWV mouse embryos. Parallel with morphological assessments of neural tube closure, we evaluated quantitative differences in MeHg-induced alterations in expression between strains at the gene level and within gene-enriched biological processes. Specifically, we observed differing sensitivities to MeHg-induced impacts on neural tube closure between C57 and SWV embryos in a time-dependent manner. These observations correlated with greater impact on the expression of genes associated with development and environmental stress-related pathways in the C57 compared to the SWV. Additional developmental parameters (e.g. mortality, growth effects) evaluated showed mixed significant effects across the two strains and did not support observations of differential sensitivity to MeHg. This study provides potential insights into MeHg-induced mechanisms of developmental toxicity, alterations associated with increased MeHg sensitivity and common biological processes affected by metals in embryos undergoing neurulation.
Collapse
Affiliation(s)
- Joshua F Robinson
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98195, USA
| | | | | | | | | | | |
Collapse
|
34
|
van Dartel DAM, Pennings JLA, de la Fonteyne LJJ, van Herwijnen MH, van Delft JH, van Schooten FJ, Piersma AH. Monitoring developmental toxicity in the embryonic stem cell test using differential gene expression of differentiation-related genes. Toxicol Sci 2010; 116:130-9. [PMID: 20421339 DOI: 10.1093/toxsci/kfq127] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The embryonic stem cell test (EST) has been designed to predict developmental toxicity based upon compound-induced inhibition of embryonic stem cell (ESC) differentiation. The end point scoring, the test duration, and the definition of the predictivity and the applicability domain require improvements to facilitate implementation of the EST into regulatory testing strategies. The use of transcriptomics to study compound-induced differentiation modulation may improve the EST in each of these aspects. ESC differentiation was induced, and cell samples were collected after 0, 24, and 48 h of differentiation. Additionally, samples were collected that were 24 h exposed to one of five developmentally toxic compounds or a nondevelopmentally toxic compound. All samples were hybridized to Affymetrix GeneChips, and analyses revealed that 26 genes were significantly regulated both during ESC differentiation and by exposure to each of the developmentally toxic compounds tested. Using principal component analysis, we defined a "differentiation track" on the basis of this gene list, which represents ESC differentiation. We showed that significant deviation from the differentiation track was in line with the developmental toxic properties of the compounds. The significance of deviation was analyzed using the leave-one-out cross-validation, which showed a favorable prediction of toxicity in the system. Our findings show that gene expression signatures can be used to identify developmental toxicant-induced differentiation modulation. In addition, studying compound-induced effects at an early stage of differentiation combined with transcriptomics leads to increased objectivity in determining differentiation inhibition and to a reduction of the test duration. Furthermore, this approach may improve the predictivity and applicability domain of the EST.
Collapse
Affiliation(s)
- Dorien A M van Dartel
- Laboratory for Health Protection Research, National Institute for Public Health and the Environment (RIVM), 3720 BA Bilthoven, The Netherlands.
| | | | | | | | | | | | | |
Collapse
|
35
|
Pubertal cadmium exposure impairs testicular development and spermatogenesis via disrupting testicular testosterone synthesis in adult mice. Reprod Toxicol 2010; 29:176-83. [DOI: 10.1016/j.reprotox.2009.10.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2009] [Revised: 10/11/2009] [Accepted: 10/28/2009] [Indexed: 11/17/2022]
|
36
|
Yu X, Robinson JF, Sidhu JS, Hong S, Faustman EM. A system-based comparison of gene expression reveals alterations in oxidative stress, disruption of ubiquitin-proteasome system and altered cell cycle regulation after exposure to cadmium and methylmercury in mouse embryonic fibroblast. Toxicol Sci 2010; 114:356-77. [PMID: 20061341 PMCID: PMC2840217 DOI: 10.1093/toxsci/kfq003] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2009] [Accepted: 12/28/2009] [Indexed: 01/28/2023] Open
Abstract
Environmental and occupational exposures to heavy metals such as methylmercury (MeHg) and cadmium (Cd) pose significant health risks to humans, including neurotoxicity. The underlying mechanisms of their toxicity, however, remain to be fully characterized. Our previous studies with Cd and MeHg have demonstrated that the perturbation of the ubiquitin-proteasome system (UPS) was associated with metal-induced cytotoxicity and apoptosis. We conducted a microarray-based gene expression analysis to compare metal-altered gene expression patterns with a classical proteasome inhibitor, MG132 (0.5 microM), to determine whether the disruption of the UPS is a critical mechanism of metal-induced toxicity. We treated mouse embryonic fibroblast cells at doses of MeHg (2.5 microM) and Cd (5.0 microM) for 24 h. The doses selected were based on the neutral red-based cell viability assay where initial statistically significant decreases in variability were detected. Following normalization of the array data, we employed multilevel analysis tools to explore the data, including group comparisons, cluster analysis, gene annotations analysis (gene ontology analysis), and pathway analysis using GenMAPP and Ingenuity Pathway Analysis (IPA). Using these integrated approaches, we identified significant gene expression changes across treatments within the UPS (Uchl1 and Ube2c), antioxidant and phase II enzymes (Gsta2, Gsta4, and Noq1), and genes involved in cell cycle regulation pathways (ccnb1, cdc2a, and cdc25c). Furthermore, pathway analysis revealed significant alterations in genes implicated in Parkinson's disease pathogenesis following metal exposure. This study suggests that these pathways play a critical role in the development of adverse effects associated with metal exposures.
Collapse
Affiliation(s)
| | | | | | | | - Elaine M. Faustman
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington, 98105
| |
Collapse
|
37
|
Wu B, Zhang Y, Zhao D, Zhang X, Kong Z, Cheng S. Gene expression profiles in liver of mouse after chronic exposure to drinking water. J Appl Toxicol 2009; 29:569-77. [DOI: 10.1002/jat.1441] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
|
38
|
Yu X, Hong S, Moreira EG, Faustman EM. Improving in vitro Sertoli cell/gonocyte co-culture model for assessing male reproductive toxicity: Lessons learned from comparisons of cytotoxicity versus genomic responses to phthalates. Toxicol Appl Pharmacol 2009; 239:325-36. [PMID: 19560483 DOI: 10.1016/j.taap.2009.06.014] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2009] [Revised: 06/16/2009] [Accepted: 06/18/2009] [Indexed: 11/25/2022]
Abstract
Gonocytes exist in the neonatal testis and represent a transient population of male germ-line stem cells. It has been shown that stem cell self-renewal and progeny production is probably controlled by the neighboring differentiated cells and extracellular matrix (ECM) in vivo known as niches. Recently, we developed an in vitro three-dimensional (3D) Sertoli cell/gonocyte co-culture (SGC) model with ECM overlay, which creates an in vivo-like niche and supports germ-line stem cell functioning within a 3D environment. In this study, we applied morphological and cytotoxicity evaluations, as well as microarray-based gene expression to examine the effects of different phthalate esters (PE) on this model. Known in vivo male developmentally toxic PEs (DTPE) and developmentally non-toxic PEs (DNTPE) were evaluated. We observed that DTPE induced significantly greater dose-dependent morphological changes, a decrease in cell viability and an increase in cytotoxicity compared to those treated with DNTPE. Moreover, the gene expression was more greatly altered by DTPE than by DNTPE and non-supervised cluster analysis allowed the discrimination of DTPE from the DNTPE. Our systems-based GO-Quant analysis showed significant alterations in the gene pathways involved in cell cycle, phosphate transport and apoptosis regulation with DTPE but not with DNTPE treatment. Disruptions of steroidogenesis related-gene expression such as Star, Cyp19a1, Hsd17b8, and Nr4a3 were observed in the DTPE group, but not in the DNTPE group. In summary, our observation on cell viability, cytotoxicity, and microarray-based gene expression analysis induced by PEs demonstrate that our in vitro 3D-SGC system mimicked in vivo responses for PEs and suggests that the 3D-SGC system might be useful in identifying developmental reproductive toxicants.
Collapse
Affiliation(s)
- Xiaozhong Yu
- Institute for Risk Analysis and Risk Communication, Department of Environmental and Occupational Health Sciences, University of Washington, 4225 Roosevelt Way NE, Suite #100, Seattle, WA 98105-6099, USA
| | | | | | | |
Collapse
|