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Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium

BACKGROUND: Diabetic nephropathy (DN) is the most common cause of end-stage renal disease, affecting ∼30% of the rapidly growing diabetic population, and strongly associated with cardiovascular risk. Despite this, the molecular mechanisms of disease remain unknown. METHODS: RNA sequencing (RNAseq) w...

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Autores principales: Levin, Anna, Reznichenko, Anna, Witasp, Anna, Liu, Peidi, Greasley, Peter J, Sorrentino, Antonio, Blondal, Thorarinn, Zambrano, Sonia, Nordström, Johan, Bruchfeld, Annette, Barany, Peter, Ebefors, Kerstin, Erlandsson, Fredrik, Patrakka, Jaakko, Stenvinkel, Peter, Nyström, Jenny, Wernerson, Annika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7716805/
https://www.ncbi.nlm.nih.gov/pubmed/32853351
http://dx.doi.org/10.1093/ndt/gfaa121
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author Levin, Anna
Reznichenko, Anna
Witasp, Anna
Liu, Peidi
Greasley, Peter J
Sorrentino, Antonio
Blondal, Thorarinn
Zambrano, Sonia
Nordström, Johan
Bruchfeld, Annette
Barany, Peter
Ebefors, Kerstin
Erlandsson, Fredrik
Patrakka, Jaakko
Stenvinkel, Peter
Nyström, Jenny
Wernerson, Annika
author_facet Levin, Anna
Reznichenko, Anna
Witasp, Anna
Liu, Peidi
Greasley, Peter J
Sorrentino, Antonio
Blondal, Thorarinn
Zambrano, Sonia
Nordström, Johan
Bruchfeld, Annette
Barany, Peter
Ebefors, Kerstin
Erlandsson, Fredrik
Patrakka, Jaakko
Stenvinkel, Peter
Nyström, Jenny
Wernerson, Annika
author_sort Levin, Anna
collection PubMed
description BACKGROUND: Diabetic nephropathy (DN) is the most common cause of end-stage renal disease, affecting ∼30% of the rapidly growing diabetic population, and strongly associated with cardiovascular risk. Despite this, the molecular mechanisms of disease remain unknown. METHODS: RNA sequencing (RNAseq) was performed on paired, micro-dissected glomerular and tubulointerstitial tissue from patients diagnosed with DN [n = 19, 15 males, median (range) age: 61 (30–85) years, chronic kidney disease stages 1–4] and living kidney donors [n = 20, 12 males, median (range) age: 56 (30–70) years]. RESULTS: Principal component analysis showed a clear separation between glomeruli and tubulointerstitium transcriptomes. Differential expression analysis identified 1550 and 4530 differentially expressed genes, respectively (adjusted P < 0.01). Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses highlighted activation of inflammation and extracellular matrix (ECM) organization pathways in glomeruli, and immune and apoptosis pathways in tubulointerstitium of DN patients. Specific gene modules were associated with renal function in weighted gene co-expression network analysis. Increased messengerRNA (mRNA) expression of renal damage markers lipocalin 2 (LCN) and hepatitis A virus cellular receptor1 (HAVCR1) in the tubulointerstitial fraction was observed alongside higher urinary concentrations of the corresponding proteins neutrophil gelatinase-associated lipocalin (NGAL) and kidney injury molecule-1 (KIM-1) in DN patients. CONCLUSIONS: Here we present the first RNAseq experiment performed on paired glomerular and tubulointerstitial samples from DN patients. We show that prominent disease-specific changes occur in both compartments, including relevant cellular processes such as reorganization of ECM and inflammation (glomeruli) as well as apoptosis (tubulointerstitium). The results emphasize the potential of utilizing high-throughput transcriptomics to decipher disease pathways and treatment targets in this high-risk patient population.
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spelling pubmed-77168052020-12-09 Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium Levin, Anna Reznichenko, Anna Witasp, Anna Liu, Peidi Greasley, Peter J Sorrentino, Antonio Blondal, Thorarinn Zambrano, Sonia Nordström, Johan Bruchfeld, Annette Barany, Peter Ebefors, Kerstin Erlandsson, Fredrik Patrakka, Jaakko Stenvinkel, Peter Nyström, Jenny Wernerson, Annika Nephrol Dial Transplant ORIGINAL ARTICLES BACKGROUND: Diabetic nephropathy (DN) is the most common cause of end-stage renal disease, affecting ∼30% of the rapidly growing diabetic population, and strongly associated with cardiovascular risk. Despite this, the molecular mechanisms of disease remain unknown. METHODS: RNA sequencing (RNAseq) was performed on paired, micro-dissected glomerular and tubulointerstitial tissue from patients diagnosed with DN [n = 19, 15 males, median (range) age: 61 (30–85) years, chronic kidney disease stages 1–4] and living kidney donors [n = 20, 12 males, median (range) age: 56 (30–70) years]. RESULTS: Principal component analysis showed a clear separation between glomeruli and tubulointerstitium transcriptomes. Differential expression analysis identified 1550 and 4530 differentially expressed genes, respectively (adjusted P < 0.01). Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses highlighted activation of inflammation and extracellular matrix (ECM) organization pathways in glomeruli, and immune and apoptosis pathways in tubulointerstitium of DN patients. Specific gene modules were associated with renal function in weighted gene co-expression network analysis. Increased messengerRNA (mRNA) expression of renal damage markers lipocalin 2 (LCN) and hepatitis A virus cellular receptor1 (HAVCR1) in the tubulointerstitial fraction was observed alongside higher urinary concentrations of the corresponding proteins neutrophil gelatinase-associated lipocalin (NGAL) and kidney injury molecule-1 (KIM-1) in DN patients. CONCLUSIONS: Here we present the first RNAseq experiment performed on paired glomerular and tubulointerstitial samples from DN patients. We show that prominent disease-specific changes occur in both compartments, including relevant cellular processes such as reorganization of ECM and inflammation (glomeruli) as well as apoptosis (tubulointerstitium). The results emphasize the potential of utilizing high-throughput transcriptomics to decipher disease pathways and treatment targets in this high-risk patient population. Oxford University Press 2020-08-27 /pmc/articles/PMC7716805/ /pubmed/32853351 http://dx.doi.org/10.1093/ndt/gfaa121 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of ERA-EDTA. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle ORIGINAL ARTICLES
Levin, Anna
Reznichenko, Anna
Witasp, Anna
Liu, Peidi
Greasley, Peter J
Sorrentino, Antonio
Blondal, Thorarinn
Zambrano, Sonia
Nordström, Johan
Bruchfeld, Annette
Barany, Peter
Ebefors, Kerstin
Erlandsson, Fredrik
Patrakka, Jaakko
Stenvinkel, Peter
Nyström, Jenny
Wernerson, Annika
Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title_full Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title_fullStr Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title_full_unstemmed Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title_short Novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
title_sort novel insights into the disease transcriptome of human diabetic glomeruli and tubulointerstitium
topic ORIGINAL ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7716805/
https://www.ncbi.nlm.nih.gov/pubmed/32853351
http://dx.doi.org/10.1093/ndt/gfaa121
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