Sequential Extracellular Matrix-focused and Baited-global Cluster Analysis of Serial Transcriptomic Profiles Identifies Candidate Modulators of Renal Tubulointerstitial Fibrosis in Murine Adriamycin-induced Nephropathy
Transcriptome analysis using microarray technology represents a powerful unbiased approach for delineating pathogenic mechanisms in disease. Here molecular mechanisms of renal tubulointerstitial fibrosis (TIF) were probed by monitoring changes in the renal transcriptome in a glomerular disease-depen...
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Published in | The Journal of biological chemistry Vol. 279; no. 28; pp. 29670 - 29680 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
American Society for Biochemistry and Molecular Biology
09.07.2004
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Subjects | |
Online Access | Get full text |
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Summary: | Transcriptome analysis using microarray technology represents a powerful unbiased approach for delineating pathogenic mechanisms
in disease. Here molecular mechanisms of renal tubulointerstitial fibrosis (TIF) were probed by monitoring changes in the
renal transcriptome in a glomerular disease-dependent model of TIF (adriamycin nephropathy) using Affymetrix (mu74av2) microarray
coupled with sequential primary biological function-focused and secondary âbaitedâ-global cluster analysis of gene expression
profiles. Primary cluster analysis focused on mRNAs encoding matrix proteins and modulators of matrix turnover as classified
by Onto-Compare and Gene Ontology and identified both molecules and pathways already implicated in the pathogenesis of TIF
( e.g. transforming growth factor β1-CTGF-fibronectin-1 pathway) and novel TIF-associated genes ( e.g. SPARC and Matrilin-2). Specific gene expression patterns identified by primary extracellular matrix-focused cluster analysis
were then used as bioinformatic bait in secondary global clustering, with which to search the renal transcriptome for novel
modulators of TIF. Among the genes clustering with ECM proteins in the latter analysis were endoglin, clusterin, and gelsolin.
In several notable cases ( e.g. claudin-1 and meprin-1β) the pattern of gene expression identified in adriamycin nephropathy in vivo was replicated during transdifferentiation of renal tubule epithelial cells to a fibroblast-like phenotype in vitro on exposure to transforming growth factor-β and epidermal growth factor suggesting a role in fibrogenesis. The further exploration
of these complex gene networks should shed light on the core molecular pathways that underpin TIF in renal disease. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0021-9258 1083-351X |
DOI: | 10.1074/jbc.M313408200 |