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Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction
BACKGROUND: Chronic Lung Allograft Dysfunction (CLAD) is the main limitation to long-term survival after lung transplantation. Although CLAD is usually not responsive to treatment, earlier identification may improve treatment prospects. METHODS: In a nested case control study, 1-year post transplant...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5245825/ https://www.ncbi.nlm.nih.gov/pubmed/28103284 http://dx.doi.org/10.1371/journal.pone.0169894 |
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author | Weigt, S. Samuel Wang, Xiaoyan Palchevskiy, Vyacheslav Gregson, Aric L. Patel, Naman DerHovanessian, Ariss Shino, Michael Y. Sayah, David M. Birjandi, Shirin Lynch, Joseph P. Saggar, Rajan Ardehali, Abbas Ross, David J. Palmer, Scott M. Elashoff, David Belperio, John A. |
author_facet | Weigt, S. Samuel Wang, Xiaoyan Palchevskiy, Vyacheslav Gregson, Aric L. Patel, Naman DerHovanessian, Ariss Shino, Michael Y. Sayah, David M. Birjandi, Shirin Lynch, Joseph P. Saggar, Rajan Ardehali, Abbas Ross, David J. Palmer, Scott M. Elashoff, David Belperio, John A. |
author_sort | Weigt, S. Samuel |
collection | PubMed |
description | BACKGROUND: Chronic Lung Allograft Dysfunction (CLAD) is the main limitation to long-term survival after lung transplantation. Although CLAD is usually not responsive to treatment, earlier identification may improve treatment prospects. METHODS: In a nested case control study, 1-year post transplant surveillance bronchoalveolar lavage (BAL) fluid samples were obtained from incipient CLAD (n = 9) and CLAD free (n = 8) lung transplant recipients. Incipient CLAD cases were diagnosed with CLAD within 2 years, while controls were free from CLAD for at least 4 years following bronchoscopy. Transcription profiles in the BAL cell pellets were assayed with the HG-U133 Plus 2.0 microarray (Affymetrix). Differential gene expression analysis, based on an absolute fold change (incipient CLAD vs no CLAD) >2.0 and an unadjusted p-value ≤0.05, generated a candidate list containing 55 differentially expressed probe sets (51 up-regulated, 4 down-regulated). RESULTS: The cell pellets in incipient CLAD cases were skewed toward immune response pathways, dominated by genes related to recruitment, retention, activation and proliferation of cytotoxic lymphocytes (CD8(+) T-cells and natural killer cells). Both hierarchical clustering and a supervised machine learning tool were able to correctly categorize most samples (82.3% and 94.1% respectively) into incipient CLAD and CLAD-free categories. CONCLUSIONS: These findings suggest that a pathobiology, similar to AR, precedes a clinical diagnosis of CLAD. A larger prospective investigation of the BAL cell pellet transcriptome as a biomarker for CLAD risk stratification is warranted. |
format | Online Article Text |
id | pubmed-5245825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-52458252017-02-06 Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction Weigt, S. Samuel Wang, Xiaoyan Palchevskiy, Vyacheslav Gregson, Aric L. Patel, Naman DerHovanessian, Ariss Shino, Michael Y. Sayah, David M. Birjandi, Shirin Lynch, Joseph P. Saggar, Rajan Ardehali, Abbas Ross, David J. Palmer, Scott M. Elashoff, David Belperio, John A. PLoS One Research Article BACKGROUND: Chronic Lung Allograft Dysfunction (CLAD) is the main limitation to long-term survival after lung transplantation. Although CLAD is usually not responsive to treatment, earlier identification may improve treatment prospects. METHODS: In a nested case control study, 1-year post transplant surveillance bronchoalveolar lavage (BAL) fluid samples were obtained from incipient CLAD (n = 9) and CLAD free (n = 8) lung transplant recipients. Incipient CLAD cases were diagnosed with CLAD within 2 years, while controls were free from CLAD for at least 4 years following bronchoscopy. Transcription profiles in the BAL cell pellets were assayed with the HG-U133 Plus 2.0 microarray (Affymetrix). Differential gene expression analysis, based on an absolute fold change (incipient CLAD vs no CLAD) >2.0 and an unadjusted p-value ≤0.05, generated a candidate list containing 55 differentially expressed probe sets (51 up-regulated, 4 down-regulated). RESULTS: The cell pellets in incipient CLAD cases were skewed toward immune response pathways, dominated by genes related to recruitment, retention, activation and proliferation of cytotoxic lymphocytes (CD8(+) T-cells and natural killer cells). Both hierarchical clustering and a supervised machine learning tool were able to correctly categorize most samples (82.3% and 94.1% respectively) into incipient CLAD and CLAD-free categories. CONCLUSIONS: These findings suggest that a pathobiology, similar to AR, precedes a clinical diagnosis of CLAD. A larger prospective investigation of the BAL cell pellet transcriptome as a biomarker for CLAD risk stratification is warranted. Public Library of Science 2017-01-19 /pmc/articles/PMC5245825/ /pubmed/28103284 http://dx.doi.org/10.1371/journal.pone.0169894 Text en © 2017 Weigt 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Weigt, S. Samuel Wang, Xiaoyan Palchevskiy, Vyacheslav Gregson, Aric L. Patel, Naman DerHovanessian, Ariss Shino, Michael Y. Sayah, David M. Birjandi, Shirin Lynch, Joseph P. Saggar, Rajan Ardehali, Abbas Ross, David J. Palmer, Scott M. Elashoff, David Belperio, John A. Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title | Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title_full | Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title_fullStr | Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title_full_unstemmed | Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title_short | Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction |
title_sort | gene expression profiling of bronchoalveolar lavage cells preceding a clinical diagnosis of chronic lung allograft dysfunction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5245825/ https://www.ncbi.nlm.nih.gov/pubmed/28103284 http://dx.doi.org/10.1371/journal.pone.0169894 |
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