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Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD

BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) causes progressive loss of renal function in adults as a consequence of the accumulation of cysts. ADPKD is the most common genetic cause of end-stage renal disease. Mutations in polycystin-1 occur in 87% of cases of ADPKD and mutation...

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Autores principales: de Almeida, Rita M. C., Clendenon, Sherry G., Richards, William G., Boedigheimer, Michael, Damore, Michael, Rossetti, Sandro, Harris, Peter C., Herbert, Britney-Shea, Xu, Wei Min, Wandinger-Ness, Angela, Ward, Heather H., Glazier, James A., Bacallao, Robert L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117508/
https://www.ncbi.nlm.nih.gov/pubmed/27871310
http://dx.doi.org/10.1186/s40246-016-0095-x
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author de Almeida, Rita M. C.
Clendenon, Sherry G.
Richards, William G.
Boedigheimer, Michael
Damore, Michael
Rossetti, Sandro
Harris, Peter C.
Herbert, Britney-Shea
Xu, Wei Min
Wandinger-Ness, Angela
Ward, Heather H.
Glazier, James A.
Bacallao, Robert L.
author_facet de Almeida, Rita M. C.
Clendenon, Sherry G.
Richards, William G.
Boedigheimer, Michael
Damore, Michael
Rossetti, Sandro
Harris, Peter C.
Herbert, Britney-Shea
Xu, Wei Min
Wandinger-Ness, Angela
Ward, Heather H.
Glazier, James A.
Bacallao, Robert L.
author_sort de Almeida, Rita M. C.
collection PubMed
description BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) causes progressive loss of renal function in adults as a consequence of the accumulation of cysts. ADPKD is the most common genetic cause of end-stage renal disease. Mutations in polycystin-1 occur in 87% of cases of ADPKD and mutations in polycystin-2 are found in 12% of ADPKD patients. The complexity of ADPKD has hampered efforts to identify the mechanisms underlying its pathogenesis. No current FDA (Federal Drug Administration)-approved therapies ameliorate ADPKD progression. RESULTS: We used the de Almeida laboratory’s sensitive new transcriptogram method for whole-genome gene expression data analysis to analyze microarray data from cell lines developed from cell isolates of normal kidney and of both non-cystic nephrons and cysts from the kidney of a patient with ADPKD. We compared results obtained using standard Ingenuity Volcano plot analysis, Gene Set Enrichment Analysis (GSEA) and transcriptogram analysis. Transcriptogram analysis confirmed the findings of Ingenuity, GSEA, and published analysis of ADPKD kidney data and also identified multiple new expression changes in KEGG (Kyoto Encyclopedia of Genes and Genomes) pathways related to cell growth, cell death, genetic information processing, nucleotide metabolism, signal transduction, immune response, response to stimulus, cellular processes, ion homeostasis and transport and cofactors, vitamins, amino acids, energy, carbohydrates, drugs, lipids, and glycans. Transcriptogram analysis also provides significance metrics which allow us to prioritize further study of these pathways. CONCLUSIONS: Transcriptogram analysis identifies novel pathways altered in ADPKD, providing new avenues to identify both ADPKD’s mechanisms of pathogenesis and pharmaceutical targets to ameliorate the progression of the disease. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40246-016-0095-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-51175082016-11-28 Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD de Almeida, Rita M. C. Clendenon, Sherry G. Richards, William G. Boedigheimer, Michael Damore, Michael Rossetti, Sandro Harris, Peter C. Herbert, Britney-Shea Xu, Wei Min Wandinger-Ness, Angela Ward, Heather H. Glazier, James A. Bacallao, Robert L. Hum Genomics Primary Research BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) causes progressive loss of renal function in adults as a consequence of the accumulation of cysts. ADPKD is the most common genetic cause of end-stage renal disease. Mutations in polycystin-1 occur in 87% of cases of ADPKD and mutations in polycystin-2 are found in 12% of ADPKD patients. The complexity of ADPKD has hampered efforts to identify the mechanisms underlying its pathogenesis. No current FDA (Federal Drug Administration)-approved therapies ameliorate ADPKD progression. RESULTS: We used the de Almeida laboratory’s sensitive new transcriptogram method for whole-genome gene expression data analysis to analyze microarray data from cell lines developed from cell isolates of normal kidney and of both non-cystic nephrons and cysts from the kidney of a patient with ADPKD. We compared results obtained using standard Ingenuity Volcano plot analysis, Gene Set Enrichment Analysis (GSEA) and transcriptogram analysis. Transcriptogram analysis confirmed the findings of Ingenuity, GSEA, and published analysis of ADPKD kidney data and also identified multiple new expression changes in KEGG (Kyoto Encyclopedia of Genes and Genomes) pathways related to cell growth, cell death, genetic information processing, nucleotide metabolism, signal transduction, immune response, response to stimulus, cellular processes, ion homeostasis and transport and cofactors, vitamins, amino acids, energy, carbohydrates, drugs, lipids, and glycans. Transcriptogram analysis also provides significance metrics which allow us to prioritize further study of these pathways. CONCLUSIONS: Transcriptogram analysis identifies novel pathways altered in ADPKD, providing new avenues to identify both ADPKD’s mechanisms of pathogenesis and pharmaceutical targets to ameliorate the progression of the disease. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40246-016-0095-x) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-21 /pmc/articles/PMC5117508/ /pubmed/27871310 http://dx.doi.org/10.1186/s40246-016-0095-x Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Primary Research
de Almeida, Rita M. C.
Clendenon, Sherry G.
Richards, William G.
Boedigheimer, Michael
Damore, Michael
Rossetti, Sandro
Harris, Peter C.
Herbert, Britney-Shea
Xu, Wei Min
Wandinger-Ness, Angela
Ward, Heather H.
Glazier, James A.
Bacallao, Robert L.
Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title_full Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title_fullStr Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title_full_unstemmed Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title_short Transcriptome analysis reveals manifold mechanisms of cyst development in ADPKD
title_sort transcriptome analysis reveals manifold mechanisms of cyst development in adpkd
topic Primary Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5117508/
https://www.ncbi.nlm.nih.gov/pubmed/27871310
http://dx.doi.org/10.1186/s40246-016-0095-x
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