Cargando…

Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics

BACKGROUND: Nanoparticles have been utilized in brain research and therapeutics, including imaging, diagnosis, and drug delivery, owing to their versatile properties compared to bulk materials. However, exposure to nanoparticles leads to their accumulation in the brain, but drug development to count...

Descripción completa

Detalles Bibliográficos
Autores principales: Shin, Tae Hwan, Manavalan, Balachandran, Lee, Da Yeon, Basith, Shaherin, Seo, Chan, Paik, Man Jeong, Kim, Sang-Wook, Seo, Haewoon, Lee, Ju Yeon, Kim, Jin Young, Kim, A Young, Chung, Jee Min, Baik, Eun Joo, Kang, Seong Ho, Choi, Dong-Kug, Kang, Yup, Maral Mouradian, M., Lee, Gwang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614058/
https://www.ncbi.nlm.nih.gov/pubmed/34819099
http://dx.doi.org/10.1186/s12989-021-00433-y
_version_ 1784603777520631808
author Shin, Tae Hwan
Manavalan, Balachandran
Lee, Da Yeon
Basith, Shaherin
Seo, Chan
Paik, Man Jeong
Kim, Sang-Wook
Seo, Haewoon
Lee, Ju Yeon
Kim, Jin Young
Kim, A Young
Chung, Jee Min
Baik, Eun Joo
Kang, Seong Ho
Choi, Dong-Kug
Kang, Yup
Maral Mouradian, M.
Lee, Gwang
author_facet Shin, Tae Hwan
Manavalan, Balachandran
Lee, Da Yeon
Basith, Shaherin
Seo, Chan
Paik, Man Jeong
Kim, Sang-Wook
Seo, Haewoon
Lee, Ju Yeon
Kim, Jin Young
Kim, A Young
Chung, Jee Min
Baik, Eun Joo
Kang, Seong Ho
Choi, Dong-Kug
Kang, Yup
Maral Mouradian, M.
Lee, Gwang
author_sort Shin, Tae Hwan
collection PubMed
description BACKGROUND: Nanoparticles have been utilized in brain research and therapeutics, including imaging, diagnosis, and drug delivery, owing to their versatile properties compared to bulk materials. However, exposure to nanoparticles leads to their accumulation in the brain, but drug development to counteract this nanotoxicity remains challenging. To date, concerns have risen about the potential toxicity to the brain associated with nanoparticles exposure via penetration of the brain blood barrier to address this issue. METHODS: Here the effect of silica-coated-magnetic nanoparticles containing the rhodamine B isothiocyanate dye [MNPs@SiO(2)(RITC)] were assessed on microglia through toxicological investigation, including biological analysis and integration of transcriptomics, proteomics, and metabolomics. MNPs@SiO(2)(RITC)-induced biological changes, such as morphology, generation of reactive oxygen species, intracellular accumulation of MNPs@SiO(2)(RITC) using transmission electron microscopy, and glucose uptake efficiency, were analyzed in BV2 murine microglial cells. Each omics data was collected via RNA-sequencing-based transcriptome analysis, liquid chromatography-tandem mass spectrometry-based proteome analysis, and gas chromatography- tandem mass spectrometry-based metabolome analysis. The three omics datasets were integrated and generated as a single network using a machine learning algorithm. Nineteen compounds were screened and predicted their effects on nanotoxicity within the triple-omics network. RESULTS: Intracellular reactive oxygen species production, an inflammatory response, and morphological activation of cells were greater, but glucose uptake was lower in MNPs@SiO(2)(RITC)-treated BV2 microglia and primary rat microglia in a dose-dependent manner. Expression of 121 genes (from 41,214 identified genes), and levels of 45 proteins (from 5918 identified proteins) and 17 metabolites (from 47 identified metabolites) related to the above phenomena changed in MNPs@SiO(2)(RITC)-treated microglia. A combination of glutathione and citrate attenuated nanotoxicity induced by MNPs@SiO(2)(RITC) and ten other nanoparticles in vitro and in the murine brain, protecting mostly the hippocampus and thalamus. CONCLUSIONS: Combination of glutathione and citrate can be one of the candidates for nanotoxicity alleviating drug against MNPs@SiO(2)(RITC) induced detrimental effect, including elevation of intracellular reactive oxygen species level, activation of microglia, and reduction in glucose uptake efficiency. In addition, our findings indicate that an integrated triple omics approach provides useful and sensitive toxicological assessment for nanoparticles and screening of drug for nanotoxicity. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12989-021-00433-y.
format Online
Article
Text
id pubmed-8614058
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-86140582021-11-29 Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics Shin, Tae Hwan Manavalan, Balachandran Lee, Da Yeon Basith, Shaherin Seo, Chan Paik, Man Jeong Kim, Sang-Wook Seo, Haewoon Lee, Ju Yeon Kim, Jin Young Kim, A Young Chung, Jee Min Baik, Eun Joo Kang, Seong Ho Choi, Dong-Kug Kang, Yup Maral Mouradian, M. Lee, Gwang Part Fibre Toxicol Research BACKGROUND: Nanoparticles have been utilized in brain research and therapeutics, including imaging, diagnosis, and drug delivery, owing to their versatile properties compared to bulk materials. However, exposure to nanoparticles leads to their accumulation in the brain, but drug development to counteract this nanotoxicity remains challenging. To date, concerns have risen about the potential toxicity to the brain associated with nanoparticles exposure via penetration of the brain blood barrier to address this issue. METHODS: Here the effect of silica-coated-magnetic nanoparticles containing the rhodamine B isothiocyanate dye [MNPs@SiO(2)(RITC)] were assessed on microglia through toxicological investigation, including biological analysis and integration of transcriptomics, proteomics, and metabolomics. MNPs@SiO(2)(RITC)-induced biological changes, such as morphology, generation of reactive oxygen species, intracellular accumulation of MNPs@SiO(2)(RITC) using transmission electron microscopy, and glucose uptake efficiency, were analyzed in BV2 murine microglial cells. Each omics data was collected via RNA-sequencing-based transcriptome analysis, liquid chromatography-tandem mass spectrometry-based proteome analysis, and gas chromatography- tandem mass spectrometry-based metabolome analysis. The three omics datasets were integrated and generated as a single network using a machine learning algorithm. Nineteen compounds were screened and predicted their effects on nanotoxicity within the triple-omics network. RESULTS: Intracellular reactive oxygen species production, an inflammatory response, and morphological activation of cells were greater, but glucose uptake was lower in MNPs@SiO(2)(RITC)-treated BV2 microglia and primary rat microglia in a dose-dependent manner. Expression of 121 genes (from 41,214 identified genes), and levels of 45 proteins (from 5918 identified proteins) and 17 metabolites (from 47 identified metabolites) related to the above phenomena changed in MNPs@SiO(2)(RITC)-treated microglia. A combination of glutathione and citrate attenuated nanotoxicity induced by MNPs@SiO(2)(RITC) and ten other nanoparticles in vitro and in the murine brain, protecting mostly the hippocampus and thalamus. CONCLUSIONS: Combination of glutathione and citrate can be one of the candidates for nanotoxicity alleviating drug against MNPs@SiO(2)(RITC) induced detrimental effect, including elevation of intracellular reactive oxygen species level, activation of microglia, and reduction in glucose uptake efficiency. In addition, our findings indicate that an integrated triple omics approach provides useful and sensitive toxicological assessment for nanoparticles and screening of drug for nanotoxicity. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12989-021-00433-y. BioMed Central 2021-11-25 /pmc/articles/PMC8614058/ /pubmed/34819099 http://dx.doi.org/10.1186/s12989-021-00433-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Shin, Tae Hwan
Manavalan, Balachandran
Lee, Da Yeon
Basith, Shaherin
Seo, Chan
Paik, Man Jeong
Kim, Sang-Wook
Seo, Haewoon
Lee, Ju Yeon
Kim, Jin Young
Kim, A Young
Chung, Jee Min
Baik, Eun Joo
Kang, Seong Ho
Choi, Dong-Kug
Kang, Yup
Maral Mouradian, M.
Lee, Gwang
Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title_full Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title_fullStr Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title_full_unstemmed Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title_short Silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
title_sort silica-coated magnetic-nanoparticle-induced cytotoxicity is reduced in microglia by glutathione and citrate identified using integrated omics
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614058/
https://www.ncbi.nlm.nih.gov/pubmed/34819099
http://dx.doi.org/10.1186/s12989-021-00433-y
work_keys_str_mv AT shintaehwan silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT manavalanbalachandran silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT leedayeon silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT basithshaherin silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT seochan silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT paikmanjeong silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT kimsangwook silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT seohaewoon silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT leejuyeon silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT kimjinyoung silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT kimayoung silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT chungjeemin silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT baikeunjoo silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT kangseongho silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT choidongkug silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT kangyup silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT maralmouradianm silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics
AT leegwang silicacoatedmagneticnanoparticleinducedcytotoxicityisreducedinmicrogliabyglutathioneandcitrateidentifiedusingintegratedomics