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Wong Lau A, Perez Pineda J, DeLouise LA. Immunomodulatory effects of nanoparticles on dendritic cells in a model of allergic contact dermatitis: importance of PD-L2 expression. Sci Rep 2023; 13:15992. [PMID: 37749142 PMCID: PMC10520013 DOI: 10.1038/s41598-023-42797-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 09/14/2023] [Indexed: 09/27/2023] Open
Abstract
Nanoparticle (NP) skin exposure is linked to an increased prevalence of allergic contact dermatitis. In our prior studies using the mouse contact hypersensitivity (CHS) model, we reported that silica 20 nm (SiO2) NPs suppressed the allergic response and titanium dioxide NPs doped with manganese (mTiO2) exacerbated it. In this work, we conducted in vitro experiments using bone marrow-derived dendritic cells (BMDCs) to study the combinatorial effect of the potent 2,4-dinitrofluorobenzene (DNFB) hapten sensitizer with SiO2 and mTiO2 NPs on BMDC cytotoxicity, cytokine secretion and phenotype using the B7 family ligands. Results show that DNFB and mTiO2 behave similarly and exhibit proinflammatory characteristics while SiO2 promotes a naive phenotype. We observe that the B7-H3 (CD276) ligand is only expressed on CD80 + (B7-1) BMDCs. Results from adoptive transfer CHS studies, combined with BMDC phenotype analysis, point to the importance of PD-L2 expression in modulating the adaptive immune response. This work identifies metrics that can be used to predict the effects of NPs on contact allergy and to guide efforts to engineer cell-based therapies to induce hapten specific immune tolerance.
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Affiliation(s)
- Angela Wong Lau
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA
| | - Jessica Perez Pineda
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA
| | - Lisa A DeLouise
- Department of Biomedical Engineering, University of Rochester, Rochester, NY, USA.
- Department of Dermatology, University of Rochester Medical Center, Rochester, NY, USA.
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Wilm A, Kühnl J, Kirchmair J. Computational approaches for skin sensitization prediction. Crit Rev Toxicol 2018; 48:738-760. [DOI: 10.1080/10408444.2018.1528207] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Anke Wilm
- Center for Bioinformatics, Universität Hamburg, Hamburg, Germany
- HITeC e.V, Hamburg, Germany
| | - Jochen Kühnl
- Front End Innovation, Beiersdorf AG, Hamburg, Germany
| | - Johannes Kirchmair
- Center for Bioinformatics, Universität Hamburg, Hamburg, Germany
- Department of Chemistry, University of Bergen, Bergen, Norway
- Computational Biology Unit (CBU), University of Bergen, Bergen, Norway
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Dearden JC, Hewitt M, Roberts DW, Enoch SJ, Rowe PH, Przybylak KR, Vaughan-Williams GD, Smith ML, Pillai GG, Katritzky AR. Mechanism-Based QSAR Modeling of Skin Sensitization. Chem Res Toxicol 2015; 28:1975-86. [PMID: 26382665 DOI: 10.1021/acs.chemrestox.5b00197] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Many chemicals can induce skin sensitization, and there is a pressing need for non-animal methods to give a quantitative indication of potency. Using two large published data sets of skin sensitizers, we have allocated each sensitizing chemical to one of 10 mechanistic categories and then developed good QSAR models for the seven categories that have a sufficient number of chemicals to allow modeling. Both internal and external validation checks showed that each model had good predictivity.
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Affiliation(s)
- J C Dearden
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - M Hewitt
- School of Pharmacy, University of Wolverhampton , Wulfruna Street, Wolverhampton WV1 1LY, United Kingdom
| | - D W Roberts
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - S J Enoch
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - P H Rowe
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - K R Przybylak
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - G D Vaughan-Williams
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - M L Smith
- School of Pharmacy & Biomolecular Sciences, Liverpool John Moores University , Byrom Street, Liverpool L3 3AF, United Kingdom
| | - G G Pillai
- Department of Chemistry, University of Florida , Gainsville, Florida 32611-7200, United States.,Institute of Chemistry, University of Tartu , 50411 Tartu, Estonia
| | - A R Katritzky
- Department of Chemistry, University of Florida , Gainsville, Florida 32611-7200, United States
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