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Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials
BACKGROUND: Growing industrial use of carbon nanotubes and nanofibers (CNT/F) warrants consideration of human health outcomes. CNT/F produces pulmonary, cardiovascular, and other toxic effects in animals along with a significant release of bioactive peptides into the circulation, the augmented serum...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555107/ https://www.ncbi.nlm.nih.gov/pubmed/34711247 http://dx.doi.org/10.1186/s12989-021-00431-0 |
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author | Mostovenko, Ekaterina Dahm, Matthew M. Schubauer-Berigan, Mary K. Eye, Tracy Erdely, Aaron Young, Tamara L. Campen, Matthew J. Ottens, Andrew K. |
author_facet | Mostovenko, Ekaterina Dahm, Matthew M. Schubauer-Berigan, Mary K. Eye, Tracy Erdely, Aaron Young, Tamara L. Campen, Matthew J. Ottens, Andrew K. |
author_sort | Mostovenko, Ekaterina |
collection | PubMed |
description | BACKGROUND: Growing industrial use of carbon nanotubes and nanofibers (CNT/F) warrants consideration of human health outcomes. CNT/F produces pulmonary, cardiovascular, and other toxic effects in animals along with a significant release of bioactive peptides into the circulation, the augmented serum peptidome. While epidemiology among CNT/F workers reports on few acute symptoms, there remains concern over sub-clinical CNT/F effects that may prime for chronic disease, necessitating sensitive health outcome diagnostic markers for longitudinal follow-up. METHODS: Here, the serum peptidome was assessed for its biomarker potential in detecting sub-symptomatic pathobiology among CNT/F workers using label-free data-independent mass spectrometry. Studies employed a stratified design between High (> 0.5 µg/m(3)) and Low (< 0.1 µg/m(3)) inhalable CNT/F exposures in the industrial setting. Peptide biomarker model building and refinement employed linear regression and partial least squared discriminant analyses. Top-ranked peptides were then sequence identified and evaluated for pathological-relevance. RESULTS: In total, 41 peptides were found to be highly discriminatory after model building with a strong linear correlation to personal CNT/F exposure. The top-five peptide model offered ideal prediction with high accuracy (Q(2) = 0.99916). Unsupervised validation affirmed 43.5% of the serum peptidomic variance was attributable to CNT/F exposure. Peptide sequence identification reveals a predominant association with vascular pathology. ARHGAP21, ADAM15 and PLPP3 peptides suggest heightened cardiovasculature permeability and F13A1, FBN1 and VWDE peptides infer a pro-thrombotic state among High CNT/F workers. CONCLUSIONS: The serum peptidome affords a diagnostic window into sub-symptomatic pathology among CNT/F exposed workers for longitudinal monitoring of systemic health risks. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12989-021-00431-0. |
format | Online Article Text |
id | pubmed-8555107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85551072021-10-29 Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials Mostovenko, Ekaterina Dahm, Matthew M. Schubauer-Berigan, Mary K. Eye, Tracy Erdely, Aaron Young, Tamara L. Campen, Matthew J. Ottens, Andrew K. Part Fibre Toxicol Research BACKGROUND: Growing industrial use of carbon nanotubes and nanofibers (CNT/F) warrants consideration of human health outcomes. CNT/F produces pulmonary, cardiovascular, and other toxic effects in animals along with a significant release of bioactive peptides into the circulation, the augmented serum peptidome. While epidemiology among CNT/F workers reports on few acute symptoms, there remains concern over sub-clinical CNT/F effects that may prime for chronic disease, necessitating sensitive health outcome diagnostic markers for longitudinal follow-up. METHODS: Here, the serum peptidome was assessed for its biomarker potential in detecting sub-symptomatic pathobiology among CNT/F workers using label-free data-independent mass spectrometry. Studies employed a stratified design between High (> 0.5 µg/m(3)) and Low (< 0.1 µg/m(3)) inhalable CNT/F exposures in the industrial setting. Peptide biomarker model building and refinement employed linear regression and partial least squared discriminant analyses. Top-ranked peptides were then sequence identified and evaluated for pathological-relevance. RESULTS: In total, 41 peptides were found to be highly discriminatory after model building with a strong linear correlation to personal CNT/F exposure. The top-five peptide model offered ideal prediction with high accuracy (Q(2) = 0.99916). Unsupervised validation affirmed 43.5% of the serum peptidomic variance was attributable to CNT/F exposure. Peptide sequence identification reveals a predominant association with vascular pathology. ARHGAP21, ADAM15 and PLPP3 peptides suggest heightened cardiovasculature permeability and F13A1, FBN1 and VWDE peptides infer a pro-thrombotic state among High CNT/F workers. CONCLUSIONS: The serum peptidome affords a diagnostic window into sub-symptomatic pathology among CNT/F exposed workers for longitudinal monitoring of systemic health risks. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12989-021-00431-0. BioMed Central 2021-10-28 /pmc/articles/PMC8555107/ /pubmed/34711247 http://dx.doi.org/10.1186/s12989-021-00431-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Mostovenko, Ekaterina Dahm, Matthew M. Schubauer-Berigan, Mary K. Eye, Tracy Erdely, Aaron Young, Tamara L. Campen, Matthew J. Ottens, Andrew K. Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title | Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title_full | Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title_fullStr | Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title_full_unstemmed | Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title_short | Serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
title_sort | serum peptidome: diagnostic window into pathogenic processes following occupational exposure to carbon nanomaterials |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555107/ https://www.ncbi.nlm.nih.gov/pubmed/34711247 http://dx.doi.org/10.1186/s12989-021-00431-0 |
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