Peripheral blood signatures of lead exposure

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 part...

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Veröffentlicht in:PloS one 2011-08, Vol.6 (8), p.e23043
Hauptverfasser: LaBreche, Heather G, Meadows, Sarah K, Nevins, Joseph R, Chute, John P
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Nevins, Joseph R
Chute, John P
description 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. 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. 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.
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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. 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. 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. 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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.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>21829687</pmid><doi>10.1371/journal.pone.0023043</doi><tpages>e23043</tpages><oa>free_for_read</oa></addata></record>
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subjects Analysis
Animal genetics
Animals
Biology
Biomarkers
Blood
Blood cells
Breast cancer
Cell division
Cell growth
Children
Chromosomes
Data recovery
Deoxyribonucleic acid
DNA
Drinking water
Exposure
Female
Gene expression
Gene Expression Regulation - drug effects
Genes
Genomes
Genomics
Interferon
Kinases
Lead
Lead - toxicity
Lead content
Levels
Medicine
Metabolism
Mice
Mice, Inbred BALB C
Peripheral blood
Proteins
Regression analysis
Rodents
Signatures
Studies
Toxicology
γ-Interferon
title Peripheral blood signatures of lead exposure
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