Abstract
Background
Thiolated-graphene quantum dots (SH-GQDs) were developed and assessed for an efficient preventive means against atherosclerosis and potential toxicity through computational image analysis and animal model studies.
Experiments
Zebrafish (wild-type, wt) were used for evaluation of toxicity through the assessment of embryonic mortality, malformation and ROS generation. The amounts of SH-GQDs uptaken by mouse macrophage cells (Raw264.7) were analyzed using a flow cytometer. For the time-dependent cellular uptake study, Raw264.7 cells were treated with SH-GQDs (200 μg/ml) at specific time intervals (0.5, 1, 2, 5, 10 and 24 h). The efficacy of SH-GQDs on DiO-oxLDL efflux by Raw264.7 cells was evaluated (DiO, 3,3′-dioctadecyl-oxacarbocyanine) based on the percentage of positive cells containing DiO-oxLDL. TEER of human primary umbilical vein endothelial cells (hUVECs) were examined to assess the barrier function of the cell layers upon being treated with oxLDL.
Results
SH-GQDs significantly enhanced the efflux of oxLDL and down-regulated macrophage scavenger receptor (MSR) in Raw264.7. The ROS levels stimulated by oxidative stress were alleviated by SH-GQDs. oxLDL (10 μg/ml) significantly impaired the barrier function (TEER) of adherence junctions, which was recovered by SH-GQDs (10 μg/ml) (oxLDL: 67.2 ± 2.2 Ω-cm2 for 24 h; SH-GQDs: 114.6 ± 8.5 Ω-cm2 for 24 h). The mortality rate (46% for 1 mg/ml) of the zebra fish increased, as the concentrations and exposure duration of SH-GQDs increased. SH-GQDs exerted negligible side effects.
Conclusion
SH-GQDs have target specificity to macrophage scavenger receptor (MSR) and efficiently recovered the ROS levels and TEER. SH-GQDs did not induce endothelial cell layer disruption nor affected zebrafish larvae survival.
Similar content being viewed by others
Abbreviations
- ABCA1:
-
ATP-binding cassette transporter
- DCFDA:
-
Dichlorofluorescin diacetate
- MSR:
-
Macrophage scavenger receptor
- oxLDL:
-
oxidized-low density lipoprotein
- ROS:
-
Reactive oxygen species
- SH-GQDs:
-
Thiolated-graphene quantum dots
- TEER:
-
Trans-epithelial Electrical Resistance
References
Stirrat CG, Newby DE, Robson JMJ, Jansen MA. The Use of Superparamagnetic Iron Oxide Nanoparticles to Assess Cardiac Inflammation | SpringerLink. Curr Cardiovasc Imaging Rep. 2014;7:9263.
Li M, Anastassiades CP, Joshi B, Komarck CM, Piraka C, Elmunzer BJ, et al. Affinity peptide for targeted detection of dysplasia in Barrett's esophagus. Gastroenterology. 2010;139(5):1472–80.
Atwal JK, Chen Y, Chiu C, Mortensen DL, Meilandt WJ, Liu Y, et al. A therapeutic antibody targeting BACE1 inhibits amyloid-beta production in vivo. Sci Transl Med. 2011;3(84):84ra43.
Seo JW, Baek H, Mahakian LM, Kusunose J, Hamzah J, Ruoslahti E, et al. (64)Cu-labeled LyP-1-dendrimer for PET-CT imaging of atherosclerotic plaque. Bioconjug Chem. 2014;25(2):231–9.
Stendahl JC, Sinusas AJ. Nanoparticles for Cardiovascular Imaging and Therapeutic Delivery, Part 1: Compositions and Features. J Nucl Med. 2015;56(10):1469–75.
Mustapha A, Hussain A, Samad SA, Zulkifley MA, Diyana Wan Zaki WM, Hamid HA. Design and development of a content-based medical image retrieval system for spine vertebrae irregularity. Biomed Eng Online. 2015;14:6.
Hofmann M, Steinke F, Scheel V, Charpiat G, Farquhar J, Aschoff P, et al. MRI-based attenuation correction for PET/MRI: a novel approach combining pattern recognition and atlas registration. J Nucl Med. 2008;49(11):1875–83.
Ding H, Wu F. Image Guided Biodistribution of Drugs and Drug Delivery. Theranostics. 2012;2(11):1037–9.
Perez-Medina C, Abdel-Atti D, Tang J, Zhao Y, Fayad ZA, Lewis JS, et al. Nanoreporter PET predicts the efficacy of anti-cancer nanotherapy. Nat Commun. 2016;7:11838.
Valeur B, Berberan-Santos MN. Molecular fluorescence: principles and applications, 2nd Ed.; 2012.
Jares-Erijman EA, Jovin TM. FRET imaging. Nat Biotechnol. 2003;21(11):1387–95.
Kelly K, Alencar H, Funovics M, Mahmood U, Weissleder R. Detection of invasive colon cancer using a novel, targeted, library-derived fluorescent peptide. Cancer Res. 2004;64(17):6247–51.
Lane LA, Smith AM, Lian T, Nie S. Compact and blinking-suppressed quantum dots for single-particle tracking in live cells. J Phys Chem B. 2014;118(49):14140–7.
Ma W, Xu W, Xu H, Chen Y, He Z, Ma M. Nitric oxide modulates cadmium influx during cadmium-induced programmed cell death in tobacco BY-2 cells. Planta. 2010;232(2):325–35.
Oh B, Lee CH. Development of Thiolated-Graphene Quantum Dots for Regulation of ROS in macrophages. Pharm Res. 2016;33(11):2736–47.
Kzhyshkowska J, Neyen C, Gordon S. Role of macrophage scavenger receptors in atherosclerosis. Immunobiology. 2012;217(5):492–502.
Duan J, Yu Y, Li Y, Sun Z. Cardiovascular toxicity evaluation of silica nanoparticles in endothelial cells and zebrafish model. Biomaterials. 2013;34(23):5853–62.
Bakkers J. Zebrafish as a model to study cardiac development and human cardiac disease. Cardiovasc Res. 2011;91(2):279–88.
Lieschke GJ, Trede NS. Fish immunology. Curr Biol. 2009;19(16):R678–82.
Renshaw SA, Trede NS. A model 450 million years in the making: zebrafish and vertebrate immunity. Dis Model Mech. 2012;5(1):38–47.
Zheng W, Li Z, Nguyen AT, Li C, Emelyanov A, Gong Z. Xmrk, Kras and Myc transgenic zebrafish liver cancer models share molecular signatures with subsets of human hepatocellular carcinoma. PLoS One. 2014;9(3).
Oh B, Lee CH. Advanced cardiovascular stent coated with nanofiber. Mol Pharm. 2013;10(12):4432–42.
Parker MO, Millington ME, Combe FJ, Brennan CH. Housing conditions differentially affect physiological and behavioural stress responses of zebrafish, as well as the response to anxiolytics. PLoS One. 2012;7(4):e34992.
Shang W, Zhang X, Zhang M, Fan Z, Sun Y, Han M, et al. The uptake mechanism and biocompatibility of graphene quantum dots with human neural stem cells. Nano. 2014;6(11):5799–806.
Petersen LK, York AW, Lewis DR, Ahuja S, Uhrich KE, Prud'homme RK, et al. Amphiphilic nanoparticles repress macrophage atherogenesis: novel core/shell designs for scavenger receptor targeting and down-regulation. Mol Pharm. 2014;11(8):2815–24.
Lewis DR, Petersen LK, York AW, Zablocki KR, Joseph LB, Kholodovych V, et al. Sugar-based amphiphilic nanoparticles arrest atherosclerosis in vivo. Proc Natl Acad Sci U S A. 2015;112(9):2693–8.
Li AC, Glass CK. The macrophage foam cell as a target for therapeutic intervention. Nat Med. 2002;8(11):1235–42.
Sandoo A, van Zanten JJV, Metsios GS, Carroll D, Kitas GD. The Endothelium and Its Role in Regulating Vascular Tone. Open Cardiovasc Med J. 2010;4:302–12.
Oh B, Lee CH. Nanofiber-coated drug eluting stent for the stabilization of mast cells. Pharm Res. 2014;31(9):2463–78.
McHugh J, Cheek DJ. Nitric oxide and regulation of vascular tone: pharmacological and physiological considerations. Am J Crit Care. 1998;7(2):131–40. quiz 141-132
Bussolati B, Dunk C, Grohman M, Kontos CD, Mason J, Ahmed A. Vascular endothelial growth factor receptor-1 modulates vascular endothelial growth factor-mediated angiogenesis via nitric oxide. Am J Pathol. 2001;159(3):993–1008.
Byfield FJ, Tikku S, Rothblat GH, Gooch KJ, Levitan I. OxLDL increases endothelial stiffness, force generation, and network formation. J Lipid Res. 2006;47(4):715–23.
Valente AJ, Irimpen AM, Siebenlist U, Chandrasekar B. OxLDL induces endothelial dysfunction and death via TRAF3IP2: inhibition by HDL3 and AMPK activators. Free Radic Biol Med. 2014;70:117–28.
Zhu X, Zhu L, Li Y, Duan Z, Chen W, Alvarez PJ. Developmental toxicity in zebrafish (Danio rerio) embryos after exposure to manufactured nanomaterials: buckminsterfullerene aggregates (nC60) and fullerol. Environ Toxicol Chem. 2007;26(5):976–9.
Wang K, Ma J, He M, Gao G, Xu H, Sang J, et al. Toxicity assessments of near-infrared upconversion luminescent LaF3:Yb,Er in early development of zebrafish embryos. Theranostics. 2013;3(4):258–66.
Ducharme NA, Reif DM, Gustafsson JA, Bondesson M. Comparison of toxicity values across zebrafish early life stages and mammalian studies: Implications for chemical testing. Reprod Toxicol. 2015;55:3–10.
Duan J, Yu Y, Shi H, Tian L, Guo C, Huang P, Zhou X, Peng S, Sun Z. Toxic effects of silica nanoparticles on zebrafish embryos and larvae. PLoS One. 2013;8(9).
Lin S, Zhao Y, Nel AE. Zebrafish: an in vivo model for nano EHS studies. Small. 2013;9:1608–18.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Oh, B., Lee, Y., Fu, M. et al. Computational Analysis on Down-Regulated Images of Macrophage Scavenger Receptor. Pharm Res 34, 2066–2074 (2017). https://doi.org/10.1007/s11095-017-2211-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11095-017-2211-6