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1.
Molecules ; 28(14)2023 Jul 24.
Article in English | MEDLINE | ID: mdl-37513471

ABSTRACT

"Undruggable" targets such as KRAS are particularly challenging in the development of drugs. We devised a novel chemical knockdown strategy, CANDDY (Chemical knockdown with Affinity aNd Degradation DYnamics) technology, which promotes protein degradation using small molecules (CANDDY molecules) that are conjugated to a degradation tag (CANDDY tag) modified from proteasome inhibitors. We demonstrated that CANDDY tags allowed for direct proteasomal target degradation independent of ubiquitination. We synthesized a KRAS-degrading CANDDY molecule, TUS-007, which induced degradation in KRAS mutants (G12D and G12V) and wild-type KRAS. We confirmed the tumor suppression effect of TUS-007 in subcutaneous xenograft models of human colon cells (KRAS G12V) with intraperitoneal administrations and in orthotopic xenograft models of human pancreatic cells (KRAS G12D) with oral administrations. Thus, CANDDY technology has the potential to therapeutically target previously undruggable proteins, providing a simpler and more practical drug targeting approach and avoiding the difficulties in matchmaking between the E3 enzyme and the target.


Subject(s)
Proteins , Proto-Oncogene Proteins p21(ras) , Animals , Humans , Proto-Oncogene Proteins p21(ras)/genetics , Disease Models, Animal , Ubiquitination , Mutation
2.
Int J Mol Sci ; 24(6)2023 Mar 11.
Article in English | MEDLINE | ID: mdl-36982446

ABSTRACT

Disorders in the development and regulation of blood vessels are involved in various ocular disorders, such as persistent hyperplastic primary vitreous, familial exudative vitreoretinopathy, and choroidal dystrophy. Thus, the appropriate regulation of vascular development is essential for healthy ocular functions. However, regulation of the developing choroidal circulation system has not been well studied compared with vascular regulation in the vitreous and the retina. The choroid is a vascular-rich and uniquely structured tissue supplying oxygen and nutrients to the retina, and hypoplasia and the degeneration of the choroid are involved in many ocular disorders. Therefore, understanding the developing choroidal circulation system expands our knowledge of ocular development and supports our understanding of ocular disorders. In this review, we examine studies on regulating the developing choroidal circulation system at the cellular and molecular levels and discuss the relevance to human diseases.


Subject(s)
Choroid Diseases , Eye Diseases , Humans , Retina , Choroid/blood supply
3.
Hum Cell ; 33(3): 599-609, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32281045

ABSTRACT

Bone marrow mesenchymal stromal cells (BM-MSCs) from healthy donors are a promising source of cell therapy. However, their effectiveness in cancer remains less known. This study is the first to evaluate the quality of BM-MSCs obtained from young and elderly healthy volunteers (KNT cells). The KNT cells had normal karyotypes and were positive for MSC markers (CD90, CD73, CD105). When cultured under appropriate conditions, they showed adipogenic or osteogenic potential. Hence, the anti-neoplastic effects of secretory factors [supernatant or extracellular vesicles (EV)] from KNT cells were verified using several neoplastic cells (three multiple myeloma, three myeloid leukemia, and three lymphoma cell lines). The conditioned medium (CM), but not EV, of KNT cells derived from young healthy donors significantly inhibited myeloma and lymphoma cell proliferation, but enhanced myeloid leukemia proliferation. Anti-angiogenesis effect of CM and EV derived from young KNT against hematologic neoplasia-induced angiogenesis was evident and more prominent in CM than in EV but not evident in elderly KNT-derived EV. These findings indicate that the anti-tumor effect of KNT cells depends on the types of hematologic neoplasia, with elements existing in the supernatant and not in EVs. Therefore, BM-MSC may produce soluble factors that affect cell proliferation of neoplasia, causing cell-to-cell communication. The anti-angiogenesis effect of KNT cells depends on the age of BM-MSC donors.


Subject(s)
Bone Marrow Cells/metabolism , Bone Marrow Cells/physiology , Extracellular Vesicles/physiology , Hematologic Neoplasms/therapy , Mesenchymal Stem Cells/metabolism , Mesenchymal Stem Cells/physiology , Neovascularization, Pathologic , Adult , Aged, 80 and over , Antineoplastic Agents , Cell Proliferation , Cell- and Tissue-Based Therapy , Cells, Cultured , Female , Hematologic Neoplasms/pathology , Humans , Male , Young Adult
4.
Oncol Lett ; 19(3): 2053-2061, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32194702

ABSTRACT

To evaluate the mechanism underlying the communication between myeloid malignant and bone marrow (BM) microenvironment cells in disease progression, the current study established BM mesenchymal stromal cells (MSCs) and assessed extracellular vesicle (EV) microRNA (miR) expression in 22 patients with myelodysplastic syndrome (MDS) and 7 patients with acute myeloid leukemia and myelodysplasia-related changes (AML/MRC). Patients with MDS were separated into two categories based on the revised International Prognostic Scoring System (IPSS-R), and EV-miR expression in BM-MSCs was evaluated using a TaqMan low-density array. The selected miRs were evaluated using reverse transcription-quantitative PCR. The current study demonstrated that the expression of BM-MSC-derived EV-miR was heterogenous and based on MDS severity, the expression of EV-miR-101 was lower in high-risk group and patients with AML/MRC compared with the control and low-risk groups. This reversibly correlated with BM blast percentage, with which the cellular miR-101 from BM-MSCs or serum EV-miR-101 expression exhibited no association. Database analyses indicated that miR-101 negatively regulated cell proliferation and epigenetic gene expression. The downregulation of BM-MSC-derived EV-miR-101 may be associated with cell-to-cell communication and may accelerate the malignant process in MDS cells.

5.
Blood Adv ; 3(21): 3228-3240, 2019 11 12.
Article in English | MEDLINE | ID: mdl-31698453

ABSTRACT

Bone marrow stromal cells (BMSCs) interact with multiple myeloma (MM) cells in the bone marrow and create a permissive microenvironment for MM cell proliferation and survival. In this study, we investigated the role of extracellular vesicles (EVs) from BMSCs derived from patients with MM (MM-BMSCs). EV-encapsulated miR-10a expression was high while intracellular miR-10a was low in MM-BMSCs. We therefore hypothesized that miR-10a was packaged into EVs that were actively released into the extracellular space. Inhibition of EV release resulted in accumulation of intracellular miR-10a, inhibition of cell proliferation, and induction of apoptosis in MM-BMSCs. In contrast, proliferation and apoptosis of BMSCs derived from healthy individuals were unaffected by inhibition of EV release. Furthermore, miR-10a derived from MM-BMSCs was transferred into MM cells via EVs and enhanced their proliferation. These results suggest that inhibition of EV release induced apoptosis in MM-BMSCs and inhibited MM cell proliferation, indicating a possible role for MM-BMSC-targeted therapy.


Subject(s)
Apoptosis/genetics , Extracellular Vesicles/metabolism , Membrane Glycoproteins/genetics , Mesenchymal Stem Cells/metabolism , Multiple Myeloma/genetics , Multiple Myeloma/metabolism , Receptors, Immunologic/genetics , Aged , Aged, 80 and over , Biological Transport , Biomarkers , Cell Proliferation , Cell Survival , Female , Gene Expression , Humans , Male , Mesenchymal Stem Cells/pathology , Middle Aged , Multiple Myeloma/diagnosis , Neoplasm Staging
6.
Drug Des Devel Ther ; 13: 1821-1833, 2019.
Article in English | MEDLINE | ID: mdl-31239639

ABSTRACT

Purpose: Monitoring response and resistance to 5-azacitidine (AZA) is essential when treating patients with myelodysplastic syndrome (MDS). To quantify methylated DNA not only in the promoter region but also in the gene body, we established a single-molecule methylation assay (SMMA). Patients and methods: We first investigated the methylation extent (expressed as methylation index [MI]) by SMMA among 28 MDS and 6 post-MDS acute myeloid leukemia patients. We then analyzed the MI in 13 AZA-treated patients. Results: Whole-blood DNA from all 34 patients had low MI values compared with healthy volunteers (P<0.0001). DNA hypomethylation in MDS patients was more evident in neutrophils (P=0.0008) than in peripheral mononuclear cells (P=0.0713). No consistent pattern of genome-wide DNA hypomethylation was found among MDS subtypes or revised International Prognostic Scoring System (IPSS-R) categories; however, we found that the MI was significantly increased for patients at very high risk who were separated by the new cytogenetic scoring system for IPSS-R (P=0.0398). There was no significant difference in MI before AZA, regardless of the response to AZA (P=0.8689); however, sequential measurement of MI in peripheral blood demonstrated that AZA non-responders did not have normalized MI at the time of next course of AZA (P=0.0352). Conclusion: Our results suggest that sequential SMMA of peripheral blood after AZA may represent a non-invasive monitoring marker for AZA efficacy in MDS patients.


Subject(s)
Antimetabolites, Antineoplastic/pharmacology , Azacitidine/pharmacology , DNA Methylation/drug effects , Myelodysplastic Syndromes/drug therapy , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Spectrometry, Fluorescence , Young Adult
8.
Front Pharmacol ; 9: 1166, 2018.
Article in English | MEDLINE | ID: mdl-30386240

ABSTRACT

Recent investigations of the treatment for hematologic neoplasms have focused on targeting epigenetic regulators. The DNA methyltransferase inhibitor 5-azacytidine (AZA) has produced good results in the treatment of patients with myelodysplastic syndromes. The mechanism underlying its pharmacological activity involves many cellular processes including histone modifications, but chromatin regulation in AZA-resistant cells is still largely unknown. Therefore, we compared human leukemia cells with AZA resistance and their AZA-sensitive counterparts with regard to the response of histone modifications and their readers to AZA treatment to identify novel molecular target(s) in hematologic neoplasms with AZA resistance. We observed an a decrease of HP1γ, a methylated lysine 9 of histone H3-specific reader protein, in AZA-sensitive cells after treatment, whereas AZA treatment did not affect HP1 family proteins in AZA-resistant cells. The expression of shRNA targeting HP1γ reduced viability and induced apoptosis specifically in AZA-resistant cells, which accompanied with down-regulation of ATM/BRCA1 signaling, indicating that chromatin regulation by HP1γ plays a key role in the survival of AZA-resistant cells. In addition, the amount of HP1γ protein in AZA-sensitive and AZA-resistant cells was decreased after treatment with the bromodomain inhibitor I-BET151 at a dose that inhibited the growth of AZA-resistant cells more strongly than that of AZA-sensitive cells. Our findings demonstrate that treatment with AZA, which affects an epigenetic reader protein and targets HP1γ, or a bromodomain inhibitor is a novel strategy that can be used to treat patients with hematopoietic neoplasms with AZA resistance.

9.
Yakugaku Zasshi ; 138(6): 815-822, 2018.
Article in Japanese | MEDLINE | ID: mdl-29863053

ABSTRACT

 Toxicity prediction based on stem cells and tissue derived from stem cells plays a very important role in the fields of biomedicine and pharmacology. Here we report on qRT-PCR data obtained by exposing 20 compounds to human embryonic stem (ES) cells. The data are intended to improve toxicity prediction, per category, of various compounds through the use of support vector machines, and by applying gene networks. The accuracy of our system was 97.5-100% in three toxicity categories: neurotoxins (NTs), genotoxic carcinogens (GCs), and non-genotoxic carcinogens (NGCs). We predicted that two uncategorized compounds (bisphenol-A and permethrin) should be classified as follows: bisphenol-A as a non-genotoxic carcinogen, and permethrin as a neurotoxin. These predictions are supported by recent reports, and as such constitute a good outcome. Our results include two important features: 1) The accuracy of prediction was higher when machine learning was carried out using gene networks and activity, rather than the normal quantitative structure-activity relationship (QSAR); and 2) By using undifferentiated ES cells, the late effect of chemical substances was predicted. From these results, we succeeded in constructing a highly effective and highly accurate system to predict the toxicity of compounds using stem cells.


Subject(s)
Embryonic Stem Cells/drug effects , Support Vector Machine , Toxicity Tests/methods , Benzhydryl Compounds/toxicity , Carcinogens/toxicity , Humans , Neurotoxins/toxicity , Permethrin/toxicity , Phenols/toxicity , Quantitative Structure-Activity Relationship
10.
Leuk Res ; 62: 23-28, 2017 11.
Article in English | MEDLINE | ID: mdl-28964959

ABSTRACT

Bone marrow mesenchymal stromal cells (MSCs), which support proliferation and differentiation of hematopoietic stem cells, may play a crucial role in the pathogenesis of myeloid neoplasms. To determine whether MSCs in myeloid neoplasms harbor distinct somatic mutations that may affect their function, we used a targeted gene sequencing panel containing 50 myeloid neoplasm-associated genes with coverage of ≥500. We compared the genetic alterations between MSCs and bone marrow hematopoietic (BM) cells from patients with acute leukemia (n=5) or myelodysplastic syndrome (MDS, n=5). Non-synonymous somatic mutations, such as DNMT3A-R882H and FLT3-D835Y, were only detected in BM cells with high allelic frequency. We found several non-synonymous genetic variants overlapping BM cells and MSCs, including TP53 and ASXL1, partially owing to the heterogenous cell fraction of MSC samples and lineage fidelity. We also found MSC-specific genetic variants with very low allelic frequency (7% to 8%), such as NF1-G2114D and NF1-G140. Further studies in large cohorts are needed to clarify the molecular properties of MSCs including age-related genetic alterations by targeted deep sequencing.


Subject(s)
Bone Marrow Cells/pathology , Leukemia/genetics , Mesenchymal Stem Cells/pathology , Myelodysplastic Syndromes/genetics , Acute Disease , Adult , Aged , Female , Genetic Variation , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged
11.
Oncotarget ; 8(41): 69906-69915, 2017 Sep 19.
Article in English | MEDLINE | ID: mdl-29050250

ABSTRACT

Previous studies showed that downregulation of pyrimidine salvage underlies resistance against 5-azacytidine (AZA), indicating an important role for de novo pyrimidine synthesis in AZA resistance. Because de novo pyrimidine synthesis is inhibited by the immunomodulator teriflunomide and its pro-drug leflunomide, we examined the effect of combined treatment with AZA and teriflunomide on AZA resistance to develop a novel strategy to cancel and prevent AZA resistance. Teriflunomide markedly inhibited the growth of AZA-resistant human leukemia cell lines (R-U937 and R-HL-60) in comparison with their AZA-sensitive counterparts (U937 and HL-60). In the presence of a non-toxic concentration of teriflunomide (1 µM), AZA induced apoptosis in AZA-resistant cells and leukemia cells from AZA-resistant patients. AZA acted as a DNA methyltransferase 3A inhibitor in AZA-resistant cells in the presence of 1 µM teriflunomide. Although AZA-sensitive cells acquired AZA resistance after continuous treatment with AZA for 42 days, the growth of AZA-sensitive cells continuously treated with the combination of AZA and teriflunomide was significantly inhibited in the presence of AZA, demonstrating that the combined treatment prevented AZA resistance. These results suggest that combined treatment with AZA and teriflunomide can be a novel strategy to overcome AZA resistance.

12.
Blood Adv ; 1(13): 812-823, 2017 May 23.
Article in English | MEDLINE | ID: mdl-29296725

ABSTRACT

The study of bone marrow stromal cells (BMSCs) and the exosomes they secrete is considered promising for cancer therapy. However, little is known about the effect of donor age on BMSCs. In the present study, we investigated the therapeutic potential of BMSC exosomes derived from donors of different ages using an in vivo model of hypoxic bone marrow in multiple myeloma (MM). We found that donor age was strongly related to senescent changes in BMSCs. Exosomes derived from young BMSCs significantly inhibited MM-induced angiogenesis in Matrigel plugs. The exosomal microRNA (miRNA) expression profile was different between young and older BMSCs, despite similarities in the size and quantity of exosomes. Of note was the observation that the antiangiogenic effect of older BMSCs was enhanced by direct transfection of miR-340 that was preferentially expressed in exosomes derived from young BMSCs. We found that miR-340 inhibited angiogenesis via the hepatocyte growth factor/c-MET (HGF/c-MET) signaling pathway in endothelial cells. Our data provide new insights into exosome-based cancer therapy by modification of BMSC-derived exosomes.

13.
Nucleic Acids Res ; 44(12): 5515-28, 2016 07 08.
Article in English | MEDLINE | ID: mdl-27207879

ABSTRACT

Predictive toxicology using stem cells or their derived tissues has gained increasing importance in biomedical and pharmaceutical research. Here, we show that toxicity category prediction by support vector machines (SVMs), which uses qRT-PCR data from 20 categorized chemicals based on a human embryonic stem cell (hESC) system, is improved by the adoption of gene networks, in which network edge weights are added as feature vectors when noisy qRT-PCR data fail to make accurate predictions. The accuracies of our system were 97.5-100% for three toxicity categories: neurotoxins (NTs), genotoxic carcinogens (GCs) and non-genotoxic carcinogens (NGCs). For two uncategorized chemicals, bisphenol-A and permethrin, our system yielded reasonable results: bisphenol-A was categorized as an NGC, and permethrin was categorized as an NT; both predictions were supported by recently published papers. Our study has two important features: (i) as the first study to employ gene networks without using conventional quantitative structure-activity relationships (QSARs) as input data for SVMs to analyze toxicogenomics data in an hESC validation system, it uses additional information of gene-to-gene interactions to significantly increase prediction accuracies for noisy gene expression data; and (ii) using only undifferentiated hESCs, our study has considerable potential to predict late-onset chemical toxicities, including abnormalities that occur during embryonic development.


Subject(s)
Carcinogens/toxicity , DNA Damage/drug effects , Gene Regulatory Networks/genetics , Human Embryonic Stem Cells/drug effects , Neurotoxins/toxicity , Benzhydryl Compounds/toxicity , Computational Biology , Gene Regulatory Networks/drug effects , Humans , Permethrin/toxicity , Phenols/toxicity , Quantitative Structure-Activity Relationship , Support Vector Machine
15.
Biochem Pharmacol ; 89(3): 361-9, 2014 Jun 01.
Article in English | MEDLINE | ID: mdl-24680865

ABSTRACT

5-Azacytidine (AZA) exerts its anti-tumor effects by exerting cytotoxicity via its incorporation into RNA and DNA, which causes the reactivation of aberrantly silenced growth-regulatory genes by promoter demethylation, as well as DNA damage. AZA is used for patients with myelodysplastic syndrome and acute myeloid leukemia. However, some patients demonstrate resistance to AZA, the mechanisms of which are not fully elucidated. We therefore sought to better characterize the molecular mechanism of AZA resistance using an in vitro model of AZA resistance. We established AZA-resistant cell lines by exposing the human leukemia cell lines U937 and HL-60 to clinical concentrations of AZA, and characterized these cells. AZA-resistant cells showed a down-regulation of the DNMT3A protein, in correlation with their marked genome-wide DNA hypomethylation. Furthermore, genes involved in pyrimidine metabolism were down-regulated in both AZA-resistant cell lines; AZA sensitivity was restored by inhibition of CTP synthase. Of note is that the DNA damage response pathway is constitutively activated in the AZA-resistant cell lines, but not in the parental cell lines. Inhibition of the DNA damage response pathway canceled the AZA resistance, in association with an increase in apoptotic cells. We found that the molecular mechanism underlying AZA resistance involves pyrimidine metabolism and the DNA damage response through ATM kinase. This study therefore sheds light on the mechanisms underlying AZA resistance, and will enable better understanding of AZA resistance in patients undergoing AZA treatment.


Subject(s)
Apoptosis/physiology , Ataxia Telangiectasia Mutated Proteins/metabolism , Azacitidine/pharmacology , BRCA1 Protein/metabolism , DNA Damage/physiology , Drug Resistance, Neoplasm/physiology , Ataxia Telangiectasia Mutated Proteins/genetics , BRCA1 Protein/genetics , Cell Line, Tumor , DNA (Cytosine-5-)-Methyltransferase 1 , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , Down-Regulation , Gene Expression Regulation, Neoplastic/physiology , Humans , Pyrimidines/metabolism
16.
Environ Toxicol ; 28(11): 617-29, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24150868

ABSTRACT

Pyrethroids are one of the most widely used classes of insecticides and show neurotoxic effects that induce oxidative stress in the neonatal rat brain. However, little is still known about effects of prenatal exposure to permethrin on vascular development in fetal brain, central nervous system development, and adult offspring behaviors. In this study, the effects of prenatal exposure to permethrin on the development of cerebral arteries in fetal brains, neurotransmitter in neonatal brains, and locomotor activities in offspring mice were investigated. Permethrin (0, 2, 10, 50, and 75 mg/kg) was orally administered to pregnant females once on gestation day 10.5. The brains of permethrin-treated fetuses showed altered vascular formation involving shortened lengths of vessels, an increased number of small branches, and, in some cases, insufficient fusion of the anterior communicating arteries in the area of circle of Willis. The prenatal exposure to permethrin altered neocortical and hippocampus thickness in the mid brain and significantly increased norepinephrine and dopamine levels at postnatal day 7 mice. For spontaneous behavior, the standing ability test using a viewing jar and open-field tests showed significant decrease of the standing ability and locomotor activity in male mice at 8 or 12 weeks of age, respectively. The results suggest that prenatal exposure to permethrin may affect insufficient development of the brain through alterations of vascular development.


Subject(s)
Brain/drug effects , Insecticides/toxicity , Permethrin/toxicity , Prenatal Exposure Delayed Effects/psychology , Angiogenesis Inhibitors/toxicity , Animals , Animals, Newborn , Brain/blood supply , Brain/embryology , Brain/growth & development , Cerebral Arteries/abnormalities , Dopamine/metabolism , Female , Fetus , Male , Maternal Exposure/adverse effects , Mice , Mice, Inbred ICR , Motor Activity , Neovascularization, Physiologic/drug effects , Neurotransmitter Agents/metabolism , Norepinephrine/metabolism , Oxidative Stress , Pregnancy , Prenatal Exposure Delayed Effects/physiopathology , Rats , Thalidomide/toxicity
17.
Neurotoxicology ; 33(5): 1375-80, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22981892

ABSTRACT

Thalidomide is increasingly used in anticancer and anti-inflammation therapies. However, it is known for its teratogenicity and ability to induce peripheral neuropathy, although the mechanisms underlying its neurological effect in humans are unclear. In this study, we investigated the effect of thalidomide on the metabolism and neuronal differentiation of human neural progenitor cells. We found that levels of tyrosine, phenylalanine, methionine and glutathione, which are involved in dopamine and methionine metabolism, were decreased following thalidomide treatment. Morphological analysis revealed that treatment with 100 nM thalidomide, which is much lower than clinical doses, significantly decreased the number of dopaminergic (tyrosine hydroxylase-positive) neurons, compared with control cells. Our results suggest that these adverse neurological effects of thalidomide should be taken into consideration prior to its use for the treatment of neurodegenerative and other diseases.


Subject(s)
Cell Differentiation/drug effects , Dopaminergic Neurons , Embryonic Stem Cells/drug effects , Immunosuppressive Agents/pharmacology , Thalidomide/pharmacology , Amino Acids/metabolism , Capillary Electrochromatography , Cell Line , Dopaminergic Neurons/cytology , Dopaminergic Neurons/drug effects , Dopaminergic Neurons/metabolism , Dose-Response Relationship, Drug , Glutathione/metabolism , Humans , Microtubule-Associated Proteins/metabolism , Principal Component Analysis , Tandem Mass Spectrometry , Tyrosine 3-Monooxygenase/metabolism
18.
Front Genet ; 3: 141, 2012.
Article in English | MEDLINE | ID: mdl-22891073

ABSTRACT

We have previously established a protocol for the neural differentiation of mouse embryonic stem cells (mESCs) as an efficient tool to evaluate the neurodevelopmental toxicity of environmental chemicals. Here, we described a multivariate bioinformatic approach to identify the stage-specific gene sets associated with neural differentiation of mESCs. We exposed mESCs (B6G-2 cells) to 10(-8) or 10(-7) M of retinoic acid (RA) for 4 days during embryoid body formation and then performed morphological analysis on day of differentiation (DoD) 8 and 36, or genomic microarray analysis on DoD 0, 2, 8, and 36. Three gene sets, namely a literature-based gene set (set 1), an analysis-based gene set (set 2) using self-organizing map and principal component analysis, and an enrichment gene set (set 3), were selected by the combined use of knowledge from literatures and gene information selected from the microarray data. A gene network analysis for each gene set was then performed using Bayesian statistics to identify stage-specific gene expression signatures in response to RA during mESC neural differentiation. Our results showed that RA significantly increased the size of neurosphere, neuronal cells, and glial cells on DoD 36. In addition, the gene network analysis showed that glial fibrillary acidic protein, a neural marker, remarkably up-regulates the other genes in gene set 1 and 3, and Gbx2, a neural development marker, significantly up-regulates the other genes in gene set 2 on DoD 36 in the presence of RA. These findings suggest that our protocol for identification of developmental stage-specific gene expression and interaction is a useful method for the screening of environmental chemical toxicity during neurodevelopmental periods.

19.
Toxicol Lett ; 212(1): 1-10, 2012 Jul 07.
Article in English | MEDLINE | ID: mdl-22555245

ABSTRACT

The establishment of more efficient in vitro approaches has been widely acknowledged as a critical need for toxicity testing. In this study, we examined the effects of methylmercury (MeHg), which is a well-known developmental neurotoxicant, in two neuronal differentiation systems of mouse and human embryonic stem cells (mESCs and hESCs, respectively). Embryoid bodies were generated from gathering of mESCs and hESCs using a micro-device and seeded onto ornithine-laminin-coated plates to promote proliferation and neuronal differentiation. The cells were exposed to MeHg from the start of neuronal induction until the termination of cultures, and significant reductions of mESCs and hESCs were observed in the cell viability assays at 1,10,100 and 1000nM, respectively. Although the mESC derivatives were more sensitive than the hESC derivatives to MeHg exposure in terms of cell viability, the morphological evaluation demonstrated that the neurite length and branch points of hESC derivatives were more susceptible to a low concentration of MeHg. Then, the mRNA levels of differentiation markers were examined using quantitative RT-PCR analysis and the interactions between MeHg exposure and gene expression levels were visualized using a network model based on a Bayesian algorithm. The Bayesian network analysis showed that a MeHg-node was located on the highest hierarchy in the hESC derivatives, but not in the mESC derivatives, suggesting that MeHg directly affect differentiation marker genes in hESCs. Taken together, effects of MeHg were observed in our neuronal differentiation systems of mESCs and hESCs using a combination of morphological and molecular markers. Our study provided possible, but limited, evidences that human ESC models might be more sensitive in particular endpoints in response to MeHg exposure than that in mouse ESC models. Further investigations that expand on the findings of the present paper may solve problems that occur when the outcomes from laboratory animals are extrapolated for human risk evaluation.


Subject(s)
Embryonic Stem Cells/drug effects , Methylmercury Compounds/toxicity , Neurons/drug effects , Animals , Cell Differentiation/drug effects , Cell Line , Cell Survival/drug effects , Embryonic Stem Cells/cytology , Gene Expression Profiling , Humans , Immunohistochemistry , Mice , Neurons/cytology , Neurons/ultrastructure , Real-Time Polymerase Chain Reaction
20.
Int J Mol Sci ; 13(1): 187-207, 2012.
Article in English | MEDLINE | ID: mdl-22312247

ABSTRACT

The establishment of more efficient approaches for developmental neurotoxicity testing (DNT) has been an emerging issue for children's environmental health. Here we describe a systematic approach for DNT using the neuronal differentiation of mouse embryonic stem cells (mESCs) as a model of fetal programming. During embryoid body (EB) formation, mESCs were exposed to 12 chemicals for 24 h and then global gene expression profiling was performed using whole genome microarray analysis. Gene expression signatures for seven kinds of gene sets related to neuronal development and neuronal diseases were selected for further analysis. At the later stages of neuronal cell differentiation from EBs, neuronal phenotypic parameters were determined using a high-content image analyzer. Bayesian network analysis was then performed based on global gene expression and neuronal phenotypic data to generate comprehensive networks with a linkage between early events and later effects. Furthermore, the probability distribution values for the strength of the linkage between parameters in each network was calculated and then used in principal component analysis. The characterization of chemicals according to their neurotoxic potential reveals that the multi-parametric analysis based on phenotype and gene expression profiling during neuronal differentiation of mESCs can provide a useful tool to monitor fetal programming and to predict developmentally neurotoxic compounds.


Subject(s)
Embryoid Bodies/metabolism , Animals , Autistic Disorder/genetics , Autistic Disorder/metabolism , Autistic Disorder/pathology , Bayes Theorem , Cells, Cultured , Embryoid Bodies/cytology , Embryoid Bodies/drug effects , Embryonic Stem Cells/cytology , Gene Expression Profiling , Gene Expression Regulation, Developmental/drug effects , Mice , Neurogenesis/drug effects , Neurons/cytology , Organic Chemicals/toxicity , Parkinson Disease/genetics , Parkinson Disease/metabolism , Parkinson Disease/pathology , Phenotype , Principal Component Analysis
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