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The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis

RATIONALE: Peripheral blood biomarkers are needed to identify and determine the extent of idiopathic pulmonary fibrosis (IPF). Current physiologic and radiographic prognostic indicators diagnose IPF too late in the course of disease. We hypothesize that peripheral blood biomarkers will identify dise...

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Autores principales: Yang, Ivana V., Luna, Leah G., Cotter, Jennifer, Talbert, Janet, Leach, Sonia M., Kidd, Raven, Turner, Julia, Kummer, Nathan, Kervitsky, Dolly, Brown, Kevin K., Boon, Kathy, Schwarz, Marvin I., Schwartz, David A., Steele, Mark P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3382229/
https://www.ncbi.nlm.nih.gov/pubmed/22761659
http://dx.doi.org/10.1371/journal.pone.0037708
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author Yang, Ivana V.
Luna, Leah G.
Cotter, Jennifer
Talbert, Janet
Leach, Sonia M.
Kidd, Raven
Turner, Julia
Kummer, Nathan
Kervitsky, Dolly
Brown, Kevin K.
Boon, Kathy
Schwarz, Marvin I.
Schwartz, David A.
Steele, Mark P.
author_facet Yang, Ivana V.
Luna, Leah G.
Cotter, Jennifer
Talbert, Janet
Leach, Sonia M.
Kidd, Raven
Turner, Julia
Kummer, Nathan
Kervitsky, Dolly
Brown, Kevin K.
Boon, Kathy
Schwarz, Marvin I.
Schwartz, David A.
Steele, Mark P.
author_sort Yang, Ivana V.
collection PubMed
description RATIONALE: Peripheral blood biomarkers are needed to identify and determine the extent of idiopathic pulmonary fibrosis (IPF). Current physiologic and radiographic prognostic indicators diagnose IPF too late in the course of disease. We hypothesize that peripheral blood biomarkers will identify disease in its early stages, and facilitate monitoring for disease progression. METHODS: Gene expression profiles of peripheral blood RNA from 130 IPF patients were collected on Agilent microarrays. Significance analysis of microarrays (SAM) with a false discovery rate (FDR) of 1% was utilized to identify genes that were differentially-expressed in samples categorized based on percent predicted D(L)CO and FVC. MAIN MEASUREMENTS AND RESULTS: At 1% FDR, 1428 genes were differentially-expressed in mild IPF (D(L)CO >65%) compared to controls and 2790 transcripts were differentially- expressed in severe IPF (D(L)CO >35%) compared to controls. When categorized by percent predicted D(L)CO, SAM demonstrated 13 differentially-expressed transcripts between mild and severe IPF (< 5% FDR). These include CAMP, CEACAM6, CTSG, DEFA3 and A4, OLFM4, HLTF, PACSIN1, GABBR1, IGHM, and 3 unknown genes. Principal component analysis (PCA) was performed to determine outliers based on severity of disease, and demonstrated 1 mild case to be clinically misclassified as a severe case of IPF. No differentially-expressed transcripts were identified between mild and severe IPF when categorized by percent predicted FVC. CONCLUSIONS: These results demonstrate that the peripheral blood transcriptome has the potential to distinguish normal individuals from patients with IPF, as well as extent of disease when samples were classified by percent predicted D(L)CO, but not FVC.
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spelling pubmed-33822292012-07-03 The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis Yang, Ivana V. Luna, Leah G. Cotter, Jennifer Talbert, Janet Leach, Sonia M. Kidd, Raven Turner, Julia Kummer, Nathan Kervitsky, Dolly Brown, Kevin K. Boon, Kathy Schwarz, Marvin I. Schwartz, David A. Steele, Mark P. PLoS One Research Article RATIONALE: Peripheral blood biomarkers are needed to identify and determine the extent of idiopathic pulmonary fibrosis (IPF). Current physiologic and radiographic prognostic indicators diagnose IPF too late in the course of disease. We hypothesize that peripheral blood biomarkers will identify disease in its early stages, and facilitate monitoring for disease progression. METHODS: Gene expression profiles of peripheral blood RNA from 130 IPF patients were collected on Agilent microarrays. Significance analysis of microarrays (SAM) with a false discovery rate (FDR) of 1% was utilized to identify genes that were differentially-expressed in samples categorized based on percent predicted D(L)CO and FVC. MAIN MEASUREMENTS AND RESULTS: At 1% FDR, 1428 genes were differentially-expressed in mild IPF (D(L)CO >65%) compared to controls and 2790 transcripts were differentially- expressed in severe IPF (D(L)CO >35%) compared to controls. When categorized by percent predicted D(L)CO, SAM demonstrated 13 differentially-expressed transcripts between mild and severe IPF (< 5% FDR). These include CAMP, CEACAM6, CTSG, DEFA3 and A4, OLFM4, HLTF, PACSIN1, GABBR1, IGHM, and 3 unknown genes. Principal component analysis (PCA) was performed to determine outliers based on severity of disease, and demonstrated 1 mild case to be clinically misclassified as a severe case of IPF. No differentially-expressed transcripts were identified between mild and severe IPF when categorized by percent predicted FVC. CONCLUSIONS: These results demonstrate that the peripheral blood transcriptome has the potential to distinguish normal individuals from patients with IPF, as well as extent of disease when samples were classified by percent predicted D(L)CO, but not FVC. Public Library of Science 2012-06-22 /pmc/articles/PMC3382229/ /pubmed/22761659 http://dx.doi.org/10.1371/journal.pone.0037708 Text en Yang 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
Yang, Ivana V.
Luna, Leah G.
Cotter, Jennifer
Talbert, Janet
Leach, Sonia M.
Kidd, Raven
Turner, Julia
Kummer, Nathan
Kervitsky, Dolly
Brown, Kevin K.
Boon, Kathy
Schwarz, Marvin I.
Schwartz, David A.
Steele, Mark P.
The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title_full The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title_fullStr The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title_full_unstemmed The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title_short The Peripheral Blood Transcriptome Identifies the Presence and Extent of Disease in Idiopathic Pulmonary Fibrosis
title_sort peripheral blood transcriptome identifies the presence and extent of disease in idiopathic pulmonary fibrosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3382229/
https://www.ncbi.nlm.nih.gov/pubmed/22761659
http://dx.doi.org/10.1371/journal.pone.0037708
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