Cargando…
The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study
SIMPLE SUMMARY: Molecular components of extracellular vesicles present in serum are potential biomarkers of lung cancer, however, none of them have been validated in the context of an actual early detection of lung cancer. Here, we compared the lipid profiles of vesicles obtained from participants i...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307680/ https://www.ncbi.nlm.nih.gov/pubmed/34298629 http://dx.doi.org/10.3390/cancers13143414 |
_version_ | 1783728105265823744 |
---|---|
author | Smolarz, Mateusz Kurczyk, Agata Jelonek, Karol Żyła, Joanna Mielańczyk, Łukasz Sitkiewicz, Magdalena Pietrowska, Monika Polańska, Joanna Rzyman, Witold Widłak, Piotr |
author_facet | Smolarz, Mateusz Kurczyk, Agata Jelonek, Karol Żyła, Joanna Mielańczyk, Łukasz Sitkiewicz, Magdalena Pietrowska, Monika Polańska, Joanna Rzyman, Witold Widłak, Piotr |
author_sort | Smolarz, Mateusz |
collection | PubMed |
description | SIMPLE SUMMARY: Molecular components of extracellular vesicles present in serum are potential biomarkers of lung cancer, however, none of them have been validated in the context of an actual early detection of lung cancer. Here, we compared the lipid profiles of vesicles obtained from participants in a lung cancer screening study, including patients with screening-detected cancer and individuals with benign pulmonary nodules or without pathological changes. A few lipids whose levels were different between compared groups were detected, including ceramide Cer(42:1) upregulated in vesicles from cancer patients. Furthermore, a high heterogeneity of lipid profiles of extracellular vesicles was observed, which impaired the performance of classification models based on specific compounds. ABSTRACT: Molecular components of exosomes and other classes of small extracellular vesicles (sEV) present in human biofluids are potential biomarkers with possible applicability in the early detection of lung cancer. Here, we compared the lipid profiles of serum-derived sEV from three groups of lung cancer screening participants: individuals without pulmonary alterations, individuals with benign lung nodules, and patients with screening-detected lung cancer (81 individuals in each group). Extracellular vesicles and particles were purified from serum by size-exclusion chromatography, and a fraction enriched in sEV and depleted of low-density lipoproteins (LDLs) was selected (similar sized vesicles was observed in all groups: 70–100 nm). The targeted mass-spectrometry-based approach enabled the detection of 352 lipids, including 201 compounds used in quantitative analyses. A few compounds, exemplified by Cer(42:1), i.e., a ceramide whose increased plasma/serum level was reported in different pathological conditions, were upregulated in vesicles from cancer patients. On the other hand, the contribution of phosphatidylcholines with poly-unsaturated acyl chains was reduced in vesicles from lung cancer patients. Cancer-related features detected in serum-derived sEV were different than those of the corresponding whole serum. A high heterogeneity of lipid profiles of sEV was observed, which markedly impaired the performance of classification models based on specific compounds (the three-state classifiers showed an average AUC = 0.65 and 0.58 in the training and test subsets, respectively). |
format | Online Article Text |
id | pubmed-8307680 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83076802021-07-25 The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study Smolarz, Mateusz Kurczyk, Agata Jelonek, Karol Żyła, Joanna Mielańczyk, Łukasz Sitkiewicz, Magdalena Pietrowska, Monika Polańska, Joanna Rzyman, Witold Widłak, Piotr Cancers (Basel) Article SIMPLE SUMMARY: Molecular components of extracellular vesicles present in serum are potential biomarkers of lung cancer, however, none of them have been validated in the context of an actual early detection of lung cancer. Here, we compared the lipid profiles of vesicles obtained from participants in a lung cancer screening study, including patients with screening-detected cancer and individuals with benign pulmonary nodules or without pathological changes. A few lipids whose levels were different between compared groups were detected, including ceramide Cer(42:1) upregulated in vesicles from cancer patients. Furthermore, a high heterogeneity of lipid profiles of extracellular vesicles was observed, which impaired the performance of classification models based on specific compounds. ABSTRACT: Molecular components of exosomes and other classes of small extracellular vesicles (sEV) present in human biofluids are potential biomarkers with possible applicability in the early detection of lung cancer. Here, we compared the lipid profiles of serum-derived sEV from three groups of lung cancer screening participants: individuals without pulmonary alterations, individuals with benign lung nodules, and patients with screening-detected lung cancer (81 individuals in each group). Extracellular vesicles and particles were purified from serum by size-exclusion chromatography, and a fraction enriched in sEV and depleted of low-density lipoproteins (LDLs) was selected (similar sized vesicles was observed in all groups: 70–100 nm). The targeted mass-spectrometry-based approach enabled the detection of 352 lipids, including 201 compounds used in quantitative analyses. A few compounds, exemplified by Cer(42:1), i.e., a ceramide whose increased plasma/serum level was reported in different pathological conditions, were upregulated in vesicles from cancer patients. On the other hand, the contribution of phosphatidylcholines with poly-unsaturated acyl chains was reduced in vesicles from lung cancer patients. Cancer-related features detected in serum-derived sEV were different than those of the corresponding whole serum. A high heterogeneity of lipid profiles of sEV was observed, which markedly impaired the performance of classification models based on specific compounds (the three-state classifiers showed an average AUC = 0.65 and 0.58 in the training and test subsets, respectively). MDPI 2021-07-08 /pmc/articles/PMC8307680/ /pubmed/34298629 http://dx.doi.org/10.3390/cancers13143414 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Smolarz, Mateusz Kurczyk, Agata Jelonek, Karol Żyła, Joanna Mielańczyk, Łukasz Sitkiewicz, Magdalena Pietrowska, Monika Polańska, Joanna Rzyman, Witold Widłak, Piotr The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title | The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title_full | The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title_fullStr | The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title_full_unstemmed | The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title_short | The Lipid Composition of Serum-Derived Small Extracellular Vesicles in Participants of a Lung Cancer Screening Study |
title_sort | lipid composition of serum-derived small extracellular vesicles in participants of a lung cancer screening study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307680/ https://www.ncbi.nlm.nih.gov/pubmed/34298629 http://dx.doi.org/10.3390/cancers13143414 |
work_keys_str_mv | AT smolarzmateusz thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT kurczykagata thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT jelonekkarol thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT zyłajoanna thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT mielanczykłukasz thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT sitkiewiczmagdalena thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT pietrowskamonika thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT polanskajoanna thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT rzymanwitold thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT widłakpiotr thelipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT smolarzmateusz lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT kurczykagata lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT jelonekkarol lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT zyłajoanna lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT mielanczykłukasz lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT sitkiewiczmagdalena lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT pietrowskamonika lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT polanskajoanna lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT rzymanwitold lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy AT widłakpiotr lipidcompositionofserumderivedsmallextracellularvesiclesinparticipantsofalungcancerscreeningstudy |