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Alteration of human blood cell transcriptome in uremia
BACKGROUND: End-stage renal failure is associated with profound changes in physiology and health, but the molecular causation of these pleomorphic effects termed “uremia” is poorly understood. The genomic changes of uremia were explored in a whole genome microarray case-control comparison of 95 subj...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3706221/ https://www.ncbi.nlm.nih.gov/pubmed/23809614 http://dx.doi.org/10.1186/1755-8794-6-23 |
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author | Scherer, Andreas Günther, Oliver P Balshaw, Robert F Hollander, Zsuzsanna Wilson-McManus, Janet Ng, Raymond McMaster, W Robert McManus, Bruce M Keown, Paul A |
author_facet | Scherer, Andreas Günther, Oliver P Balshaw, Robert F Hollander, Zsuzsanna Wilson-McManus, Janet Ng, Raymond McMaster, W Robert McManus, Bruce M Keown, Paul A |
author_sort | Scherer, Andreas |
collection | PubMed |
description | BACKGROUND: End-stage renal failure is associated with profound changes in physiology and health, but the molecular causation of these pleomorphic effects termed “uremia” is poorly understood. The genomic changes of uremia were explored in a whole genome microarray case-control comparison of 95 subjects with end-stage renal failure (n = 75) or healthy controls (n = 20). METHODS: RNA was separated from blood drawn in PAXgene tubes and gene expression analyzed using Affymetrix Human Genome U133 Plus 2.0 arrays. Quality control and normalization was performed, and statistical significance determined with multiple test corrections (qFDR). Biological interpretation was aided by knowledge mining using NIH DAVID, MetaCore and PubGene RESULTS: Over 9,000 genes were differentially expressed in uremic subjects compared to normal controls (fold change: -5.3 to +6.8), and more than 65% were lower in uremia. Changes appeared to be regulated through key gene networks involving cMYC, SP1, P53, AP1, NFkB, HNF4 alpha, HIF1A, c-Jun, STAT1, STAT3 and CREB1. Gene set enrichment analysis showed that mRNA processing and transport, protein transport, chaperone functions, the unfolded protein response and genes involved in tumor genesis were prominently lower in uremia, while insulin-like growth factor activity, neuroactive receptor interaction, the complement system, lipoprotein metabolism and lipid transport were higher in uremia. Pathways involving cytoskeletal remodeling, the clathrin-coated endosomal pathway, T-cell receptor signaling and CD28 pathways, and many immune and biological mechanisms were significantly down-regulated, while the ubiquitin pathway and certain others were up-regulated. CONCLUSIONS: End-stage renal failure is associated with profound changes in human gene expression which appears to be mediated through key transcription factors. Dialysis and primary kidney disease had minor effects on gene regulation, but uremia was the dominant influence in the changes observed. This data provides important insight into the changes in cellular biology and function, opportunities for biomarkers of disease progression and therapy, and potential targets for intervention in uremia. |
format | Online Article Text |
id | pubmed-3706221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-37062212013-07-10 Alteration of human blood cell transcriptome in uremia Scherer, Andreas Günther, Oliver P Balshaw, Robert F Hollander, Zsuzsanna Wilson-McManus, Janet Ng, Raymond McMaster, W Robert McManus, Bruce M Keown, Paul A BMC Med Genomics Research Article BACKGROUND: End-stage renal failure is associated with profound changes in physiology and health, but the molecular causation of these pleomorphic effects termed “uremia” is poorly understood. The genomic changes of uremia were explored in a whole genome microarray case-control comparison of 95 subjects with end-stage renal failure (n = 75) or healthy controls (n = 20). METHODS: RNA was separated from blood drawn in PAXgene tubes and gene expression analyzed using Affymetrix Human Genome U133 Plus 2.0 arrays. Quality control and normalization was performed, and statistical significance determined with multiple test corrections (qFDR). Biological interpretation was aided by knowledge mining using NIH DAVID, MetaCore and PubGene RESULTS: Over 9,000 genes were differentially expressed in uremic subjects compared to normal controls (fold change: -5.3 to +6.8), and more than 65% were lower in uremia. Changes appeared to be regulated through key gene networks involving cMYC, SP1, P53, AP1, NFkB, HNF4 alpha, HIF1A, c-Jun, STAT1, STAT3 and CREB1. Gene set enrichment analysis showed that mRNA processing and transport, protein transport, chaperone functions, the unfolded protein response and genes involved in tumor genesis were prominently lower in uremia, while insulin-like growth factor activity, neuroactive receptor interaction, the complement system, lipoprotein metabolism and lipid transport were higher in uremia. Pathways involving cytoskeletal remodeling, the clathrin-coated endosomal pathway, T-cell receptor signaling and CD28 pathways, and many immune and biological mechanisms were significantly down-regulated, while the ubiquitin pathway and certain others were up-regulated. CONCLUSIONS: End-stage renal failure is associated with profound changes in human gene expression which appears to be mediated through key transcription factors. Dialysis and primary kidney disease had minor effects on gene regulation, but uremia was the dominant influence in the changes observed. This data provides important insight into the changes in cellular biology and function, opportunities for biomarkers of disease progression and therapy, and potential targets for intervention in uremia. BioMed Central 2013-06-28 /pmc/articles/PMC3706221/ /pubmed/23809614 http://dx.doi.org/10.1186/1755-8794-6-23 Text en Copyright © 2013 Scherer et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Scherer, Andreas Günther, Oliver P Balshaw, Robert F Hollander, Zsuzsanna Wilson-McManus, Janet Ng, Raymond McMaster, W Robert McManus, Bruce M Keown, Paul A Alteration of human blood cell transcriptome in uremia |
title | Alteration of human blood cell transcriptome in uremia |
title_full | Alteration of human blood cell transcriptome in uremia |
title_fullStr | Alteration of human blood cell transcriptome in uremia |
title_full_unstemmed | Alteration of human blood cell transcriptome in uremia |
title_short | Alteration of human blood cell transcriptome in uremia |
title_sort | alteration of human blood cell transcriptome in uremia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3706221/ https://www.ncbi.nlm.nih.gov/pubmed/23809614 http://dx.doi.org/10.1186/1755-8794-6-23 |
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