Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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
_version_ 1782496888389369856
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
work_keys_str_mv AT weigtssamuel geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT wangxiaoyan geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT palchevskiyvyacheslav geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT gregsonaricl geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT patelnaman geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT derhovanessianariss geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT shinomichaely geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT sayahdavidm geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT birjandishirin geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT lynchjosephp geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT saggarrajan geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT ardehaliabbas geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT rossdavidj geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT palmerscottm geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT elashoffdavid geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction
AT belperiojohna geneexpressionprofilingofbronchoalveolarlavagecellsprecedingaclinicaldiagnosisofchroniclungallograftdysfunction