Cargando…

Peripheral Blood Signatures of Lead Exposure

BACKGROUND: Current evidence indicates that even low-level lead (Pb) exposure can have detrimental effects, especially in children. We tested the hypothesis that Pb exposure alters gene expression patterns in peripheral blood cells and that these changes reflect dose-specific alterations in the acti...

Descripción completa

Detalles Bibliográficos
Autores principales: LaBreche, Heather G., Meadows, Sarah K., Nevins, Joseph R., Chute, John P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3148235/
https://www.ncbi.nlm.nih.gov/pubmed/21829687
http://dx.doi.org/10.1371/journal.pone.0023043
_version_ 1782209329507598336
author LaBreche, Heather G.
Meadows, Sarah K.
Nevins, Joseph R.
Chute, John P.
author_facet LaBreche, Heather G.
Meadows, Sarah K.
Nevins, Joseph R.
Chute, John P.
author_sort LaBreche, Heather G.
collection PubMed
description BACKGROUND: Current evidence indicates that even low-level lead (Pb) exposure can have detrimental effects, especially in children. We tested the hypothesis that Pb exposure alters gene expression patterns in peripheral blood cells and that these changes reflect dose-specific alterations in the activity of particular pathways. METHODOLOGY/PRINCIPAL FINDING: Using Affymetrix Mouse Genome 430 2.0 arrays, we examined gene expression changes in the peripheral blood of female Balb/c mice following exposure to per os lead acetate trihydrate or plain drinking water for two weeks and after a two-week recovery period. Data sets were RMA-normalized and dose-specific signatures were generated using established methods of supervised classification and binary regression. Pathway activity was analyzed using the ScoreSignatures module from GenePattern. CONCLUSIONS/SIGNIFICANCE: The low-level Pb signature was 93% sensitive and 100% specific in classifying samples a leave-one-out crossvalidation. The high-level Pb signature demonstrated 100% sensitivity and specificity in the leave-one-out crossvalidation. These two signatures exhibited dose-specificity in their ability to predict Pb exposure and had little overlap in terms of constituent genes. The signatures also seemed to reflect current levels of Pb exposure rather than past exposure. Finally, the two doses showed differential activation of cellular pathways. Low-level Pb exposure increased activity of the interferon-gamma pathway, whereas high-level Pb exposure increased activity of the E2F1 pathway.
format Online
Article
Text
id pubmed-3148235
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-31482352011-08-09 Peripheral Blood Signatures of Lead Exposure LaBreche, Heather G. Meadows, Sarah K. Nevins, Joseph R. Chute, John P. PLoS One Research Article BACKGROUND: Current evidence indicates that even low-level lead (Pb) exposure can have detrimental effects, especially in children. We tested the hypothesis that Pb exposure alters gene expression patterns in peripheral blood cells and that these changes reflect dose-specific alterations in the activity of particular pathways. METHODOLOGY/PRINCIPAL FINDING: Using Affymetrix Mouse Genome 430 2.0 arrays, we examined gene expression changes in the peripheral blood of female Balb/c mice following exposure to per os lead acetate trihydrate or plain drinking water for two weeks and after a two-week recovery period. Data sets were RMA-normalized and dose-specific signatures were generated using established methods of supervised classification and binary regression. Pathway activity was analyzed using the ScoreSignatures module from GenePattern. CONCLUSIONS/SIGNIFICANCE: The low-level Pb signature was 93% sensitive and 100% specific in classifying samples a leave-one-out crossvalidation. The high-level Pb signature demonstrated 100% sensitivity and specificity in the leave-one-out crossvalidation. These two signatures exhibited dose-specificity in their ability to predict Pb exposure and had little overlap in terms of constituent genes. The signatures also seemed to reflect current levels of Pb exposure rather than past exposure. Finally, the two doses showed differential activation of cellular pathways. Low-level Pb exposure increased activity of the interferon-gamma pathway, whereas high-level Pb exposure increased activity of the E2F1 pathway. Public Library of Science 2011-08-01 /pmc/articles/PMC3148235/ /pubmed/21829687 http://dx.doi.org/10.1371/journal.pone.0023043 Text en LaBreche et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
LaBreche, Heather G.
Meadows, Sarah K.
Nevins, Joseph R.
Chute, John P.
Peripheral Blood Signatures of Lead Exposure
title Peripheral Blood Signatures of Lead Exposure
title_full Peripheral Blood Signatures of Lead Exposure
title_fullStr Peripheral Blood Signatures of Lead Exposure
title_full_unstemmed Peripheral Blood Signatures of Lead Exposure
title_short Peripheral Blood Signatures of Lead Exposure
title_sort peripheral blood signatures of lead exposure
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3148235/
https://www.ncbi.nlm.nih.gov/pubmed/21829687
http://dx.doi.org/10.1371/journal.pone.0023043
work_keys_str_mv AT labrecheheatherg peripheralbloodsignaturesofleadexposure
AT meadowssarahk peripheralbloodsignaturesofleadexposure
AT nevinsjosephr peripheralbloodsignaturesofleadexposure
AT chutejohnp peripheralbloodsignaturesofleadexposure