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Abstract
Major advances in scientific discovery and insights that stem from the development and use of new techniques and models can bring remarkable progress to conventional toxicology. Although animal testing is still considered as the "gold standard" in traditional toxicity testing, there is a necessity for shift from animal testing to alternative methods regarding the drug safety testing owing to the emerging state-of-art techniques and the proposal of 3Rs (replace, reduce, and refine) towards animal welfare. This review describes some recent research methods in drug discovery toxicology, including in vitro cell and organ-on-a-chip, imaging systems, model organisms (C. elegans, Danio rerio, and Drosophila melanogaster), and toxicogenomics in modern toxicology testing.
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Affiliation(s)
- Bowen Tang
- PTC Therapeutics Inc, South Plainfield, NJ, USA
| | - Vijay More
- PTC Therapeutics Inc, South Plainfield, NJ, USA
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2
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Bagyinszky E, Hulme J, An SSA. Studies of Genetic and Proteomic Risk Factors of Amyotrophic Lateral Sclerosis Inspire Biomarker Development and Gene Therapy. Cells 2023; 12:1948. [PMID: 37566027 PMCID: PMC10417729 DOI: 10.3390/cells12151948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023] Open
Abstract
Amyotrophic lateral sclerosis (ALS) is an incurable neurodegenerative disease affecting the upper and lower motor neurons, leading to muscle weakness, motor impairments, disabilities and death. Approximately 5-10% of ALS cases are associated with positive family history (familial ALS or fALS), whilst the remainder are sporadic (sporadic ALS, sALS). At least 50 genes have been identified as causative or risk factors for ALS. Established pathogenic variants include superoxide dismutase type 1 (SOD1), chromosome 9 open reading frame 72 (c9orf72), TAR DNA Binding Protein (TARDBP), and Fused In Sarcoma (FUS); additional ALS-related genes including Charged Multivesicular Body Protein 2B (CHMP2B), Senataxin (SETX), Sequestosome 1 (SQSTM1), TANK Binding Kinase 1 (TBK1) and NIMA Related Kinase 1 (NEK1), have been identified. Mutations in these genes could impair different mechanisms, including vesicle transport, autophagy, and cytoskeletal or mitochondrial functions. So far, there is no effective therapy against ALS. Thus, early diagnosis and disease risk predictions remain one of the best options against ALS symptomologies. Proteomic biomarkers, microRNAs, and extracellular vehicles (EVs) serve as promising tools for disease diagnosis or progression assessment. These markers are relatively easy to obtain from blood or cerebrospinal fluids and can be used to identify potential genetic causative and risk factors even in the preclinical stage before symptoms appear. In addition, antisense oligonucleotides and RNA gene therapies have successfully been employed against other diseases, such as childhood-onset spinal muscular atrophy (SMA), which could also give hope to ALS patients. Therefore, an effective gene and biomarker panel should be generated for potentially "at risk" individuals to provide timely interventions and better treatment outcomes for ALS patients as soon as possible.
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Affiliation(s)
- Eva Bagyinszky
- Graduate School of Environment Department of Industrial and Environmental Engineering, Gachon University, Seongnam-si 13120, Republic of Korea;
| | - John Hulme
- Graduate School of Environment Department of Industrial and Environmental Engineering, Gachon University, Seongnam-si 13120, Republic of Korea;
| | - Seong Soo A. An
- Department of Bionano Technology, Gachon University, Seongnam-si 13120, Republic of Korea
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3
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Park HR, Lee SE, Yi Y, Moon S, Yoon H, Kang CW, Kim J, Park YS. Integrated analysis of miRNA and mRNA expression profiles in diabetic mouse kidney treated to Korean Red Ginseng. Mol Cell Toxicol 2022. [DOI: 10.1007/s13273-022-00272-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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4
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Mumtaz F, Albeltagy RS, Diab MSM, Abdel Moneim AE, El-Habit OH. Exposure to arsenite and cadmium induces organotoxicity and miRNAs deregulation in male rats. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:17184-17193. [PMID: 32152865 DOI: 10.1007/s11356-020-08306-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 03/02/2020] [Indexed: 06/10/2023]
Abstract
Sodium arsenite (NaAsO2) and cadmium chloride (CdCl2) are two prime examples of un-biodegradable compounds that accumulate in the ecosystems causing great threats to human health and produce severe adverse effects. However, their joint toxicities are poorly understood in mammals. This study aimed to identify the effect of exposure to NaAsO2 (5 mg/kg, by oral gavage) and CdCl2 (1 mg/kg injected interperitoneal, i.p.) either alone or in combinations after 14 and 28 days on oxidative stress, antioxidant enzyme activities, and histopathological changes. The results revealed a downregulation of miR-146a also, in miR-let7a after 14 days and a notable upregulation after 28 days. However, administrations of their combinations for 14 days caused downregulated miR-146a and miR-let7a. However, upregulation miR-let7a was observed only after 28 days. Organotoxicity of liver results in a remarkable increase in oxidative stress biomarkers by the two metals either alone or in combinations. A remarkable decrease was noted in an antioxidant enzyme activity indicating a defect in the antioxidant defense system. Also, CdCl2 alone showed remarkable liver histopathological changes. This study concluded that there was a close relationship of high epigenetic changes as deregulation of both miR-146a and miR-let7a as a result of the joint toxicity of both compounds, and ultimately major changes in hepatic tissues that may lead to cell transformations. However, further studies are needed to investigate the target genes for those miRNAs.
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Affiliation(s)
- Farah Mumtaz
- Department of Zoology and Entomology, Faculty of Science, Helwan University, Cairo, Egypt
| | - Rasha S Albeltagy
- Department of Zoology and Entomology, Faculty of Science, Helwan University, Cairo, Egypt
| | - Marwa S M Diab
- Molecular Drug Evaluation Department, National Organization for Drug Control & Research (NODCAR), Giza, Egypt
| | - Ahmed E Abdel Moneim
- Department of Zoology and Entomology, Faculty of Science, Helwan University, Cairo, Egypt.
| | - Ola H El-Habit
- Department of Zoology and Entomology, Faculty of Science, Helwan University, Cairo, Egypt
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Bisgin H, Gong B, Wang Y, Tong W. Evaluation of Bioinformatics Approaches for Next-Generation Sequencing Analysis of microRNAs with a Toxicogenomics Study Design. Front Genet 2018; 9:22. [PMID: 29467792 PMCID: PMC5808213 DOI: 10.3389/fgene.2018.00022] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 01/17/2018] [Indexed: 12/18/2022] Open
Abstract
MicroRNAs (miRNAs) are key post-transcriptional regulators that affect protein translation by targeting mRNAs. Their role in disease etiology and toxicity are well recognized. Given the rapid advancement of next-generation sequencing techniques, miRNA profiling has been increasingly conducted with RNA-seq, namely miRNA-seq. Analysis of miRNA-seq data requires several steps: (1) mapping the reads to miRBase, (2) considering mismatches during the hairpin alignment (windowing), and (3) counting the reads (quantification). The choice made in each step with respect to the parameter settings could affect miRNA quantification, differentially expressed miRNAs (DEMs) detection and novel miRNA identification. Furthermore, these parameters do not act in isolation and their joint effects impact miRNA-seq results and interpretation. In toxicogenomics, the variation associated with parameter setting should not overpower the treatment effect (such as the dose/time-dependent effect). In this study, four commonly used miRNA-seq analysis tools (i.e., miRDeep2, miRExpress, miRNAkey, sRNAbench) were comparatively evaluated with a standard toxicogenomics study design. We tested 30 different parameter settings on miRNA-seq data generated from thioacetamide-treated rat liver samples for three dose levels across four time points, followed by four normalization options. Because both miRExpress and miRNAkey yielded larger variation than that of the treatment effects across multiple parameter settings, our analyses mainly focused on the side-by-side comparison between miRDeep2 and sRNAbench. While the number of miRNAs detected by miRDeep2 was almost the subset of those detected by sRNAbench, the number of DEMs identified by both tools was comparable under the same parameter settings and normalization method. Change in the number of nucleotides out of the mature sequence in the hairpin alignment (window option) yielded the largest variation for miRNA quantification and DEMs detection. However, such a variation is relatively small compared to the treatment effect when the study focused on DEMs that are more critical to interpret the toxicological effect. While the normalization methods introduced a large variation in DEMs, toxic behavior of thioacetamide showed consistency in the trend of time-dose responses. Overall, miRDeep2 was found to be preferable over other choices when the window option allowed up to three nucleotides from both ends.
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Affiliation(s)
- Halil Bisgin
- Department of Computer Science, Engineering, and Physics, University of Michigan-Flint, Flint, MI, United States
| | - Binsheng Gong
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research (FDA), Jefferson, AR, United States
| | - Yuping Wang
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research (FDA), Jefferson, AR, United States
| | - Weida Tong
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research (FDA), Jefferson, AR, United States
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Comparative analysis of microRNA and mRNA expression profiles in cells and exosomes under toluene exposure. Toxicol In Vitro 2017; 41:92-101. [DOI: 10.1016/j.tiv.2017.02.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 01/26/2017] [Accepted: 02/23/2017] [Indexed: 12/12/2022]
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Cho Y, Song MK, Jeong SC, Lee K, Heo Y, Kim TS, Ryu JC. MicroRNA response of inhalation exposure to hexanal in lung tissues from Fischer 344 rats. ENVIRONMENTAL TOXICOLOGY 2016; 31:1909-1921. [PMID: 26403475 DOI: 10.1002/tox.22192] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 08/24/2015] [Accepted: 08/29/2015] [Indexed: 06/05/2023]
Abstract
In previous studies, we have investigated the relationships between environmental chemicals and health risk based on omics analysis and identified significant biomarkers. Our current findings indicate that hexanal may be an important toxicant of the pulmonary system in epigenetic insights. MicroRNA (miRNA) is an important indicator of biomedical risk assessment and target identification. Hexanal is highly detectable in the exhaled breath of patients with chronic obstructive pulmonary disease (COPD) and chronic inflammatory lung disease. In this study, we aimed to identify hexanal-characterized miRNA-mRNA correlations involved in lung toxicity. Microarray analysis identified 56 miRNAs that commonly changed their expression more than 1.3-fold in three doses (600, 1000, and 1500 ppm) within hexanal-exposed Fischer 344 rats by inhalation, and 226 genes were predicted to be target genes of miRNAs through TargetScan analysis. By integrating analyses of miRNA and mRNA expression profiles, we identified one anti-correlated target gene (Chga; chromogranin A; parathyroid secretory protein 1). Comparative toxicogenomics database (CTD) analysis of this gene showed that Chga is involved with several disease categories such as cancer, respiratory tract disease, nervous system disease, and cardiovascular disease. Further research is necessary to elucidate the mechanisms of hexanal-responsive toxicologic pathways at the molecular level. This study concludes that our integrated approach to miRNA and mRNA enables us to identify molecular events in disease development induced by hexanal in an in vivo rat model. © 2015 Wiley Periodicals, Inc. Environ Toxicol 31: 1909-1921, 2016.
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Affiliation(s)
- Yoon Cho
- Center for Environment, Health and Welfare Research, Cellular and Molecular Toxicology Laboratory, Korea Institute of Science and Technology (KIST), P.O. Box 131, Cheongryang, Seoul, 130-650, Korea
- Division of Life Sciences, School of Life Sciences and Biotechnology, Korea University, Anam-Dong, Seoungbuk-Gu, Seoul, 136-701, Korea
| | - Mi-Kyung Song
- Center for Environment, Health and Welfare Research, Cellular and Molecular Toxicology Laboratory, Korea Institute of Science and Technology (KIST), P.O. Box 131, Cheongryang, Seoul, 130-650, Korea
| | - Seung-Chan Jeong
- Center for Environment, Health and Welfare Research, Cellular and Molecular Toxicology Laboratory, Korea Institute of Science and Technology (KIST), P.O. Box 131, Cheongryang, Seoul, 130-650, Korea
| | - Kyuhong Lee
- Human and Environmental Toxicology, University of Science and Technology, Gajeong-Ro 217, Yuseong-Gu, Daejeon, 305-350, Korea
- Inhalation Toxicology Research Center, Korea Institute of Toxicology, 30, Baekhak 1-Gil, Jeongeup-Si, Jeollabuk-Do, 580-185, Korea
| | - Yongju Heo
- Human and Environmental Toxicology, University of Science and Technology, Gajeong-Ro 217, Yuseong-Gu, Daejeon, 305-350, Korea
- Inhalation Toxicology Research Center, Korea Institute of Toxicology, 30, Baekhak 1-Gil, Jeongeup-Si, Jeollabuk-Do, 580-185, Korea
| | - Tae Sung Kim
- Division of Life Sciences, School of Life Sciences and Biotechnology, Korea University, Anam-Dong, Seoungbuk-Gu, Seoul, 136-701, Korea
| | - Jae-Chun Ryu
- Center for Environment, Health and Welfare Research, Cellular and Molecular Toxicology Laboratory, Korea Institute of Science and Technology (KIST), P.O. Box 131, Cheongryang, Seoul, 130-650, Korea
- Human and Environmental Toxicology, University of Science and Technology, Gajeong-Ro 217, Yuseong-Gu, Daejeon, 305-350, Korea
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Zhou Y, Huang H, Zhang K, Ding X, Jia L, Yu L, Zhu G, Guo J. miRNA-216 and miRNA-499 target cyb561d2 in zebrafish in response to fipronil exposure. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2016; 45:98-107. [PMID: 27267425 DOI: 10.1016/j.etap.2016.05.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Revised: 05/15/2016] [Accepted: 05/21/2016] [Indexed: 06/06/2023]
Abstract
MicroRNA (miRNA) can regulate the expression of its target gene by mediating mRNA cleavage or by translational repression at a post-transcriptional level. Usually, one miRNA may regulate many genes as its targets, while one gene may also be targeted by many miRNAs. We previously demonstrated that cyb561d2, whose protein product is involved in cell defense, and chemical stress, is targeted by miR-155 in adult zebrafish (Danio rerio) when exposed to fipronil (5-amino-1-[2,6-dichloro-4-(trifluoromethyl) phenyl]-4-[(trifluoromethyl) sulphinyl]-1H-pyrazole-3-carbonitrile). Microcosm Targets prediction showed that the cyb561d2 gene is also highly possibly targeted by miR-194a, miR-216b, miR-429, and miR-499. These interactions need to be further validated experimentally. In this study, we evaluated the effects of fipronil on miR-194a, miR-216b, miR-429, miR-499 and cyb561d2 in zebrafish and investigated whether these four miRNAs could regulate the expression of cyb561d2 in both mRNA and protein levels. The expression of cyb561d2 was upregulated in both mRNA and protein level in a dose-dependent manner upon stimulation of fipronil, and miR-216b and miR-499 were downregulated concurrently, whereas there was no significant changes were observed in the expression level of miR-194a and miR-429. The dual luciferase report assay demonstrated that miR-216b and miR-499 interacted with cyb561d2 3'-untranslated regions (3'-UTR), miR-194a and miR-429 did not stimulate degradation of cyb561d2 mRNA. The expression of cyb561d2 was reduced in both mRNA and protein level when ZF4 cells were transfected with miR-499 mimic, whereas expression level of both mRNA and protein was increased when endogenous miR-499 was inhibited by transfection with miR-499 inhibitor. Likewise, the mRNA and protein level of cyb561d2 was affected by treatment with the mimics and the inhibitor of miR-216b. In contrast, when ZF4 cells were transfected with a mimic of miR-194a or miR-429, the expression of cyb561d2 mRNA was not significantly changed. As a result, cyb561d2 is targeted by miR-155, miR-216b and miR-499 upon fipronil exposure, and miR-194a and miR-429 can not target cyb561d2. The expression pattern of these 3 miRNAs presents novel fipronil responses that could be used as a toxicological biomarker.
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Affiliation(s)
- Yongyong Zhou
- College of Life Sciences, Zhejiang Sci-Tech University, Hangzhou 310018, People's Republic of China
| | - Hannian Huang
- Department of Applied Engineering, Zhejiang Economic & Trade Polytechnic, Hangzhou 310018, People's Republic of China
| | - Kai Zhang
- College of Life Sciences, Zhejiang Sci-Tech University, Hangzhou 310018, People's Republic of China
| | - Xianfeng Ding
- College of Life Sciences, Zhejiang Sci-Tech University, Hangzhou 310018, People's Republic of China
| | - Longlue Jia
- College of Life Sciences, Zhejiang Sci-Tech University, Hangzhou 310018, People's Republic of China
| | - Liang Yu
- Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou 310029, People's Republic of China
| | - Guonian Zhu
- Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou 310029, People's Republic of China
| | - Jiangfeng Guo
- College of Life Sciences, Zhejiang Sci-Tech University, Hangzhou 310018, People's Republic of China.
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Park HR, Lee SE, Son GW, Yun HD, Park YS. Integrated analysis of changed microRNA expression in crotonaldehyde-exposed human endothelial cells. BIOCHIP JOURNAL 2016. [DOI: 10.1007/s13206-016-0210-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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10
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Park K, Dhupal M, Kim CS, Park YS, Kim SK. Implication of immunokine profiling for cancer staging. Med Hypotheses 2016; 88:46-8. [PMID: 26880636 DOI: 10.1016/j.mehy.2016.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 01/19/2016] [Indexed: 10/22/2022]
Abstract
Tumor may arise from the dysregulation of immune system, which plays pivotal roles in counteracting tumor colonization, late-stage tumors, and metastases. In the midst of the establishment of cancer in vivo, immune cells are activated to release a multitude of immunokines, such as cytokines, and chemokines. Thus, since cytokine levels in tumor bearing host would be differential among local (intratumoral lesion, peritumoral normal tissue), and systemic sample site (serum), these differences might be significantly correlated to prognosis and treatment outcome for cancer patients. Previously, despite small number of patients, we demonstrated the feasibility of this proposition via only cytokine profiling. Based on this, herein we propose that immunokine profiling would be used as a surrogate, predictive tool for cancer staging, and progression.
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Affiliation(s)
- Kawngwoo Park
- Department of Radiation Oncology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Madhusmita Dhupal
- Department of Microbiology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Cheol-Su Kim
- Department of Microbiology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Yoon-Sun Park
- Department of Microbiology and Institute for Clinical and Translational Research, Catholic Kwandong University College of Medicine, Gangneung 25601, Republic of Korea
| | - Soo-Ki Kim
- Department of Microbiology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea; Institute of Genomic Cohort, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea.
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Kim GW, Hong JY, Yu SY, Ahn JJ, Kim Y, Son SW, Park JT, Hwang SY. Integrative analyses of differential gene expression and DNA methylation of ethylbenzene-exposed workers. BIOCHIP JOURNAL 2015. [DOI: 10.1007/s13206-015-9310-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Li X, Guo L, Zhou X, Gao X, Liang P. miRNAs regulated overexpression of ryanodine receptor is involved in chlorantraniliprole resistance in Plutella xylostella (L.). Sci Rep 2015; 5:14095. [PMID: 26370154 PMCID: PMC4572936 DOI: 10.1038/srep14095] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 08/18/2015] [Indexed: 12/20/2022] Open
Abstract
The amino acid mutations in ryanodine receptor (RyR) and elevated activity of detoxification enzymes have been associated with the diamide insecticide resistance in the diamondback moth, Plutella xylostella (L.). The up-regulation of P. xylostella RyR mRNA (PxRyR) expression has also been reported in field populations of different graphical origin. However, whether the up-regulation of PxRyR is involved in diamide resistance remains unknown. In this paper, 2.28- to 4.14-fold higher expression of PxRyR was detected in five field collected resistant populations, compared to that in a susceptible population. The expression of PxRyR was up-regulated 5.0- and 7.2-fold, respectively, after P. xylostella was treated with LC50 and LC75 of chlorantraniliprole for 12 h. Suppression of PxRyR using RNA interference restored the toxicity of chlorantraniliprole against the fourth instar larvae from the resistant population. More importantly, the expression of PxRyR is regulated by two miRNAs, miR-7a and miR-8519. These findings provide an empirical evidence of the involvement of miRNAs in the regulation of insecticide resistance, and shed light on the novel targets for the sustainable management of this devastating insect pest.
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Affiliation(s)
- Xiuxia Li
- Department of Entomology, China Agricultural University, Beijing, 100193, P. R. China
| | - Lei Guo
- Department of Entomology, China Agricultural University, Beijing, 100193, P. R. China.,College of Agronomy and Plant Protection, Qingdao Agricultural University, Qingdao, 266109, P. R. China
| | - Xuguo Zhou
- Department of Entomology, University of Kentucky, Lexington, KY 40546-0091, USA
| | - Xiwu Gao
- Department of Entomology, China Agricultural University, Beijing, 100193, P. R. China
| | - Pei Liang
- Department of Entomology, China Agricultural University, Beijing, 100193, P. R. China
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Integrative analysis of miRNA and mRNA profiles in response to myricetin in human endothelial cells. BIOCHIP JOURNAL 2015. [DOI: 10.1007/s13206-015-9309-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Lee SE, Yang H, Son GW, Park HR, Cho JJ, Ahn HJ, Park CS, Park YS. Identification and characterization of MicroRNAs in acrolein-stimulated endothelial cells: Implications for vascular disease. BIOCHIP JOURNAL 2015. [DOI: 10.1007/s13206-015-9303-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Cha HJ, Lee OK, Kim SY, Ko JM, Kim SY, Son JH, Han HJ, Li S, Kim SY, Ahn KJ, An IS, An S, Bae S. MicroRNA expression profiling of p-phenylenediamine treatment in human keratinocyte cell line. Mol Cell Toxicol 2015. [DOI: 10.1007/s13273-015-0003-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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