Cargando…
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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782236472481415168 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3382229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yangivanav theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT lunaleahg theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT cotterjennifer theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT talbertjanet theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT leachsoniam theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kiddraven theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT turnerjulia theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kummernathan theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kervitskydolly theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT brownkevink theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT boonkathy theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT schwarzmarvini theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT schwartzdavida theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT steelemarkp theperipheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT yangivanav peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT lunaleahg peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT cotterjennifer peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT talbertjanet peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT leachsoniam peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kiddraven peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT turnerjulia peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kummernathan peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT kervitskydolly peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT brownkevink peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT boonkathy peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT schwarzmarvini peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT schwartzdavida peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis AT steelemarkp peripheralbloodtranscriptomeidentifiesthepresenceandextentofdiseaseinidiopathicpulmonaryfibrosis |