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Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients
The protein corona (PC) that forms around nanomaterials upon exposure to human biofluids (e.g., serum, plasma, cerebral spinal fluid etc.) is personalized, i.e., it depends on alterations of the human proteome as those occurring in several cancer types. This may relevant for early cancer detection w...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7261887/ https://www.ncbi.nlm.nih.gov/pubmed/32523944 http://dx.doi.org/10.3389/fbioe.2020.00491 |
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author | Di Santo, Riccardo Digiacomo, Luca Quagliarini, Erica Capriotti, Anna Laura Laganà, Aldo Zenezini Chiozzi, Riccardo Caputo, Damiano Cascone, Chiara Coppola, Roberto Pozzi, Daniela Caracciolo, Giulio |
author_facet | Di Santo, Riccardo Digiacomo, Luca Quagliarini, Erica Capriotti, Anna Laura Laganà, Aldo Zenezini Chiozzi, Riccardo Caputo, Damiano Cascone, Chiara Coppola, Roberto Pozzi, Daniela Caracciolo, Giulio |
author_sort | Di Santo, Riccardo |
collection | PubMed |
description | The protein corona (PC) that forms around nanomaterials upon exposure to human biofluids (e.g., serum, plasma, cerebral spinal fluid etc.) is personalized, i.e., it depends on alterations of the human proteome as those occurring in several cancer types. This may relevant for early cancer detection when changes in concentration of typical biomarkers are often too low to be detected by blood tests. Among nanomaterials under development for in vitro diagnostic (IVD) testing, Graphene Oxide (GO) is regarded as one of the most promising ones due to its intrinsic properties and peculiar behavior in biological environments. While recent studies have explored the binding of single proteins to GO nanoflakes, unexplored variables (e.g., GO lateral size and protein concentration) leading to formation of GO-PC in human plasma (HP) have only marginally addressed so far. In this work, we studied the PC that forms around GO nanoflakes of different lateral sizes (100, 300, and 750 nm) upon exposure to HP at several dilution factors which extend over three orders of magnitude from 1 (i.e., undiluted HP) to 10(3). HP was collected from 20 subjects, half of them being healthy donors and half of them diagnosed with pancreatic ductal adenocarcinoma (PDAC) a lethal malignancy with poor prognosis and very low 5-year survival rate after diagnosis. By dynamic light scattering (DLS), electrophoretic light scattering (ELS), sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and nano liquid chromatography tandem mass spectrometry (nano-LC MS/MS) experiments we show that the lateral size of GO has a minor impact, if any, on PC composition. On the other side, protein concentration strongly affects PC of GO nanoflakes. In particular, we were able to set dilution factor of HP in a way that maximizes the personalization of PC, i.e., the alteration in the protein profile of GO nanoflakes between cancer vs. non-cancer patients. We believe that this study shall contribute to a deeper understanding of the interactions among GO and HP, thus paving the way for the development of IVD tools to be used at every step of the patient pathway, from prognosis, screening, diagnosis to monitoring the progression of disease. |
format | Online Article Text |
id | pubmed-7261887 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72618872020-06-09 Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients Di Santo, Riccardo Digiacomo, Luca Quagliarini, Erica Capriotti, Anna Laura Laganà, Aldo Zenezini Chiozzi, Riccardo Caputo, Damiano Cascone, Chiara Coppola, Roberto Pozzi, Daniela Caracciolo, Giulio Front Bioeng Biotechnol Bioengineering and Biotechnology The protein corona (PC) that forms around nanomaterials upon exposure to human biofluids (e.g., serum, plasma, cerebral spinal fluid etc.) is personalized, i.e., it depends on alterations of the human proteome as those occurring in several cancer types. This may relevant for early cancer detection when changes in concentration of typical biomarkers are often too low to be detected by blood tests. Among nanomaterials under development for in vitro diagnostic (IVD) testing, Graphene Oxide (GO) is regarded as one of the most promising ones due to its intrinsic properties and peculiar behavior in biological environments. While recent studies have explored the binding of single proteins to GO nanoflakes, unexplored variables (e.g., GO lateral size and protein concentration) leading to formation of GO-PC in human plasma (HP) have only marginally addressed so far. In this work, we studied the PC that forms around GO nanoflakes of different lateral sizes (100, 300, and 750 nm) upon exposure to HP at several dilution factors which extend over three orders of magnitude from 1 (i.e., undiluted HP) to 10(3). HP was collected from 20 subjects, half of them being healthy donors and half of them diagnosed with pancreatic ductal adenocarcinoma (PDAC) a lethal malignancy with poor prognosis and very low 5-year survival rate after diagnosis. By dynamic light scattering (DLS), electrophoretic light scattering (ELS), sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and nano liquid chromatography tandem mass spectrometry (nano-LC MS/MS) experiments we show that the lateral size of GO has a minor impact, if any, on PC composition. On the other side, protein concentration strongly affects PC of GO nanoflakes. In particular, we were able to set dilution factor of HP in a way that maximizes the personalization of PC, i.e., the alteration in the protein profile of GO nanoflakes between cancer vs. non-cancer patients. We believe that this study shall contribute to a deeper understanding of the interactions among GO and HP, thus paving the way for the development of IVD tools to be used at every step of the patient pathway, from prognosis, screening, diagnosis to monitoring the progression of disease. Frontiers Media S.A. 2020-05-25 /pmc/articles/PMC7261887/ /pubmed/32523944 http://dx.doi.org/10.3389/fbioe.2020.00491 Text en Copyright © 2020 Di Santo, Digiacomo, Quagliarini, Capriotti, Laganà, Zenezini Chiozzi, Caputo, Cascone, Coppola, Pozzi and Caracciolo. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Di Santo, Riccardo Digiacomo, Luca Quagliarini, Erica Capriotti, Anna Laura Laganà, Aldo Zenezini Chiozzi, Riccardo Caputo, Damiano Cascone, Chiara Coppola, Roberto Pozzi, Daniela Caracciolo, Giulio Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title | Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title_full | Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title_fullStr | Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title_full_unstemmed | Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title_short | Personalized Graphene Oxide-Protein Corona in the Human Plasma of Pancreatic Cancer Patients |
title_sort | personalized graphene oxide-protein corona in the human plasma of pancreatic cancer patients |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7261887/ https://www.ncbi.nlm.nih.gov/pubmed/32523944 http://dx.doi.org/10.3389/fbioe.2020.00491 |
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