Small Extracellular Vesicles Isolated from Serum May Serve as Signal-Enhancers for the Monitoring of CNS Tumors

被引:31
作者
Dobra, Gabriella [1 ,2 ]
Bukva, Matyas [1 ,2 ]
Szabo, Zoltan [3 ]
Bruszel, Bella [3 ]
Harmati, Maria [1 ]
Gyukity-Sebestyen, Edina [1 ]
Jenei, Adrienn [4 ]
Szucs, Monika [5 ,6 ]
Horvath, Peter [1 ]
Biro, Tamas [7 ]
Klekner, Almos [4 ]
Buzas, Krisztina [1 ,8 ,9 ]
机构
[1] Biol Res Ctr, Inst Biochem, Lab Microscop Image Anal & Machine Learning, H-6726 Szeged, Hungary
[2] Univ Szeged, Doctoral Sch Interdisciplinary Med, Dept Med Genet, H-6720 Szeged, Hungary
[3] Univ Szeged, Fac Med, Dept Med Chem, H-6720 Szeged, Hungary
[4] Univ Debrecen, Clin Ctr, Dept Neurosurg, H-4032 Debrecen, Hungary
[5] Univ Szeged, Fac Med, Dept Med Phys & Informat, H-6720 Szeged, Hungary
[6] Univ Szeged, Fac Sci & Informat, Dept Med Phys & Informat, H-6720 Szeged, Hungary
[7] Univ Debrecen, Fac Med, Dept Immunol, H-4032 Debrecen, Hungary
[8] Univ Szeged, Fac Med, Dept Immunol, H-6720 Szeged, Hungary
[9] Univ Szeged, Fac Sci & Informat, Dept Immunol, H-6720 Szeged, Hungary
关键词
extracellular vesicles; cancer biomarker; proteomics; METASTATIC NICHE FORMATION; MASS-SPECTROMETRY; CANCER EXOSOMES; BIOMARKERS; PROTEOMICS; DISCOVERY; SYSTEM;
D O I
10.3390/ijms21155359
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:1 / 20
页数:20
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