Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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
_version_ 1783571860244398080
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
work_keys_str_mv AT dobragabriella smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT bukvamatyas smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT szabozoltan smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT bruszelbella smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT harmatimaria smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT gyukitysebestyenedina smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT jeneiadrienn smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT szucsmonika smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT horvathpeter smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT birotamas smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT klekneralmos smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors
AT buzaskrisztina smallextracellularvesiclesisolatedfromserummayserveassignalenhancersforthemonitoringofcnstumors