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Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors
Liquid biopsy-based methods to test biomarkers (e.g., serum proteins and extracellular vesicles) may help to monitor brain tumors. In this proteomics-based study, we aimed to identify a characteristic protein fingerprint associated with central nervous system (CNS) tumors. Overall, 96 human serum sa...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7432723/ https://www.ncbi.nlm.nih.gov/pubmed/32731530 http://dx.doi.org/10.3390/ijms21155359 |
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author | Dobra, Gabriella Bukva, Matyas Szabo, Zoltan Bruszel, Bella Harmati, Maria Gyukity-Sebestyen, Edina Jenei, Adrienn Szucs, Monika Horvath, Peter Biro, Tamas Klekner, Almos Buzas, Krisztina |
author_facet | Dobra, Gabriella Bukva, Matyas Szabo, Zoltan Bruszel, Bella Harmati, Maria Gyukity-Sebestyen, Edina Jenei, Adrienn Szucs, Monika Horvath, Peter Biro, Tamas Klekner, Almos Buzas, Krisztina |
author_sort | Dobra, Gabriella |
collection | PubMed |
description | Liquid biopsy-based methods to test biomarkers (e.g., serum proteins and extracellular vesicles) may help to monitor brain tumors. In this proteomics-based study, we aimed to identify a characteristic protein fingerprint associated with central nervous system (CNS) tumors. Overall, 96 human serum samples were obtained from four patient groups, namely glioblastoma multiforme (GBM), non-small-cell lung cancer brain metastasis (BM), meningioma (M) and lumbar disc hernia patients (CTRL). After the isolation and characterization of small extracellular vesicles (sEVs) by nanoparticle tracking analysis (NTA) and atomic force microscopy (AFM), liquid chromatography -mass spectrometry (LC-MS) was performed on two different sample types (whole serum and serum sEVs). Statistical analyses (ratio, Cohen’s d, receiver operating characteristic; ROC) were carried out to compare patient groups. To recognize differences between the two sample types, pairwise comparisons (Welch’s test) and ingenuity pathway analysis (IPA) were performed. According to our knowledge, this is the first study that compares the proteome of whole serum and serum-derived sEVs. From the 311 proteins identified, 10 whole serum proteins and 17 sEV proteins showed the highest intergroup differences. Sixty-five proteins were significantly enriched in sEV samples, while 129 proteins were significantly depleted compared to whole serum. Based on principal component analysis (PCA) analyses, sEVs are more suitable to discriminate between the patient groups. Our results support that sEVs have greater potential to monitor CNS tumors, than whole serum. |
format | Online Article Text |
id | pubmed-7432723 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74327232020-08-27 Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors Dobra, Gabriella Bukva, Matyas Szabo, Zoltan Bruszel, Bella Harmati, Maria Gyukity-Sebestyen, Edina Jenei, Adrienn Szucs, Monika Horvath, Peter Biro, Tamas Klekner, Almos Buzas, Krisztina Int J Mol Sci Article Liquid biopsy-based methods to test biomarkers (e.g., serum proteins and extracellular vesicles) may help to monitor brain tumors. In this proteomics-based study, we aimed to identify a characteristic protein fingerprint associated with central nervous system (CNS) tumors. Overall, 96 human serum samples were obtained from four patient groups, namely glioblastoma multiforme (GBM), non-small-cell lung cancer brain metastasis (BM), meningioma (M) and lumbar disc hernia patients (CTRL). After the isolation and characterization of small extracellular vesicles (sEVs) by nanoparticle tracking analysis (NTA) and atomic force microscopy (AFM), liquid chromatography -mass spectrometry (LC-MS) was performed on two different sample types (whole serum and serum sEVs). Statistical analyses (ratio, Cohen’s d, receiver operating characteristic; ROC) were carried out to compare patient groups. To recognize differences between the two sample types, pairwise comparisons (Welch’s test) and ingenuity pathway analysis (IPA) were performed. According to our knowledge, this is the first study that compares the proteome of whole serum and serum-derived sEVs. From the 311 proteins identified, 10 whole serum proteins and 17 sEV proteins showed the highest intergroup differences. Sixty-five proteins were significantly enriched in sEV samples, while 129 proteins were significantly depleted compared to whole serum. Based on principal component analysis (PCA) analyses, sEVs are more suitable to discriminate between the patient groups. Our results support that sEVs have greater potential to monitor CNS tumors, than whole serum. MDPI 2020-07-28 /pmc/articles/PMC7432723/ /pubmed/32731530 http://dx.doi.org/10.3390/ijms21155359 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Dobra, Gabriella Bukva, Matyas Szabo, Zoltan Bruszel, Bella Harmati, Maria Gyukity-Sebestyen, Edina Jenei, Adrienn Szucs, Monika Horvath, Peter Biro, Tamas Klekner, Almos Buzas, Krisztina Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title | Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title_full | Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title_fullStr | Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title_full_unstemmed | Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title_short | Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors |
title_sort | small extracellular vesicles isolated from serum may serve as signal-enhancers for the monitoring of cns tumors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7432723/ https://www.ncbi.nlm.nih.gov/pubmed/32731530 http://dx.doi.org/10.3390/ijms21155359 |
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