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Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy

Background. Cardiac allograft vasculopathy (CAV) is a major cause of graft loss and death after heart transplantation. Currently, no diagnostic methods are available during the early post-transplant period to accurately identify patients at risk of CAV. We hypothesized that PBMC gene expression prof...

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Autores principales: Shahzad, Khurram, Cadeiras, Martin, Memon, Sarfaraz, Zeeberg, Barry, Klingler, Tod, Sinha, Anshu, Tabak, Esteban G., Unniachan, Sreevalsa, Deng, Mario C.
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018628/
https://www.ncbi.nlm.nih.gov/pubmed/21234308
http://dx.doi.org/10.1155/2010/719696
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author Shahzad, Khurram
Cadeiras, Martin
Memon, Sarfaraz
Zeeberg, Barry
Klingler, Tod
Sinha, Anshu
Tabak, Esteban G.
Unniachan, Sreevalsa
Deng, Mario C.
author_facet Shahzad, Khurram
Cadeiras, Martin
Memon, Sarfaraz
Zeeberg, Barry
Klingler, Tod
Sinha, Anshu
Tabak, Esteban G.
Unniachan, Sreevalsa
Deng, Mario C.
author_sort Shahzad, Khurram
collection PubMed
description Background. Cardiac allograft vasculopathy (CAV) is a major cause of graft loss and death after heart transplantation. Currently, no diagnostic methods are available during the early post-transplant period to accurately identify patients at risk of CAV. We hypothesized that PBMC gene expression profiles (GEP) can identify patients at risk of CAV. Methods. We retrospectively analyzed a limited set of whole-genome PBMC microarrays from 10 post-transplant patients who did (n = 3) or did not (n = 7) develop advanced grade CAV during their long-term follow-up. We used significance analysis of microarrays to identify differentially expressed genes and High-Throughput GoMiner to assess gene ontology (GO) categories. We corroborated our findings by retrospective analysis of PBMC real-time PCR data from 33 patients. Results. Over 300 genes were differentially expressed (FDR < 5%), and 18 GO-categories including “macrophage activation”, “Interleukin-6 pathway”, “NF-KappaB cascade”, and “response to virus” were enriched by these genes (FDR < 5%). Out of 8 transcripts available for RT-PCR analysis, we confirmed 6 transcripts (75.0%) including FPRL1, S100A9, CXCL10, PRO1073, and MMP9 (P < .05). Conclusion. Our pilot data suggest that GEP of PBMC may become a valuable tool in the evaluation of patients at risk of CAV. Larger prospectively designed studies are needed to corroborate our hypothesis.
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spelling pubmed-30186282011-01-13 Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy Shahzad, Khurram Cadeiras, Martin Memon, Sarfaraz Zeeberg, Barry Klingler, Tod Sinha, Anshu Tabak, Esteban G. Unniachan, Sreevalsa Deng, Mario C. J Transplant Research Article Background. Cardiac allograft vasculopathy (CAV) is a major cause of graft loss and death after heart transplantation. Currently, no diagnostic methods are available during the early post-transplant period to accurately identify patients at risk of CAV. We hypothesized that PBMC gene expression profiles (GEP) can identify patients at risk of CAV. Methods. We retrospectively analyzed a limited set of whole-genome PBMC microarrays from 10 post-transplant patients who did (n = 3) or did not (n = 7) develop advanced grade CAV during their long-term follow-up. We used significance analysis of microarrays to identify differentially expressed genes and High-Throughput GoMiner to assess gene ontology (GO) categories. We corroborated our findings by retrospective analysis of PBMC real-time PCR data from 33 patients. Results. Over 300 genes were differentially expressed (FDR < 5%), and 18 GO-categories including “macrophage activation”, “Interleukin-6 pathway”, “NF-KappaB cascade”, and “response to virus” were enriched by these genes (FDR < 5%). Out of 8 transcripts available for RT-PCR analysis, we confirmed 6 transcripts (75.0%) including FPRL1, S100A9, CXCL10, PRO1073, and MMP9 (P < .05). Conclusion. Our pilot data suggest that GEP of PBMC may become a valuable tool in the evaluation of patients at risk of CAV. Larger prospectively designed studies are needed to corroborate our hypothesis. Hindawi Publishing Corporation 2010 2010-12-28 /pmc/articles/PMC3018628/ /pubmed/21234308 http://dx.doi.org/10.1155/2010/719696 Text en Copyright © 2010 Khurram Shahzad et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Shahzad, Khurram
Cadeiras, Martin
Memon, Sarfaraz
Zeeberg, Barry
Klingler, Tod
Sinha, Anshu
Tabak, Esteban G.
Unniachan, Sreevalsa
Deng, Mario C.
Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title_full Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title_fullStr Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title_full_unstemmed Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title_short Gene Expression Signatures of Peripheral Blood Mononuclear Cells during the Early Post-Transplant Period in Patients Developing Cardiac Allograft Vasculopathy
title_sort gene expression signatures of peripheral blood mononuclear cells during the early post-transplant period in patients developing cardiac allograft vasculopathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3018628/
https://www.ncbi.nlm.nih.gov/pubmed/21234308
http://dx.doi.org/10.1155/2010/719696
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