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Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing

Interstitial fibrosis and tubular atrophy (IF/TA) after kidney transplantation causes a chronic deterioration of graft function. IF/TA can be diagnosed by means of a graft biopsy, which is a necessity as non-invasive diagnostic methods are unavailable. In this study, we identified IF/TA-related diff...

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Autores principales: Lee, Hyun Kyung, Jung, Na Hyun, Lee, Da Eun, Lee, Hajeong, Yang, Jaeseok, Kim, Yon Su, Han, Seung Seok, Han, Nayoung, Kim, In-Wha, Oh, Jung Mi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455123/
https://www.ncbi.nlm.nih.gov/pubmed/37623492
http://dx.doi.org/10.3390/jpm13081242
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author Lee, Hyun Kyung
Jung, Na Hyun
Lee, Da Eun
Lee, Hajeong
Yang, Jaeseok
Kim, Yon Su
Han, Seung Seok
Han, Nayoung
Kim, In-Wha
Oh, Jung Mi
author_facet Lee, Hyun Kyung
Jung, Na Hyun
Lee, Da Eun
Lee, Hajeong
Yang, Jaeseok
Kim, Yon Su
Han, Seung Seok
Han, Nayoung
Kim, In-Wha
Oh, Jung Mi
author_sort Lee, Hyun Kyung
collection PubMed
description Interstitial fibrosis and tubular atrophy (IF/TA) after kidney transplantation causes a chronic deterioration of graft function. IF/TA can be diagnosed by means of a graft biopsy, which is a necessity as non-invasive diagnostic methods are unavailable. In this study, we identified IF/TA-related differentially expressed genes (DEGs) through next-generation sequencing using peripheral blood mononuclear cells. Blood samples from kidney transplant recipients undergoing standard immunosuppressive therapy (tacrolimus/mycophenolate mofetil or mycophenolate sodium/steroid) and diagnosed as IF/TA (n = 41) or normal (controls; n = 41) at their one-year protocol biopsy were recruited between January of 2020 and August of 2020. DEGs were derived through mRNA sequencing and validated by means of a quantitative real-time polymerase chain reaction. We identified 34 DEGs related to IF/TA. ADAMTS2, PLIN5, CLDN9, and KCNJ15 demonstrated a log(2)(fold change) of >1.5 and an area under the receiver operating characteristic curve (AUC) value of >0.6, with ADAMTS2 showing the largest AUC value and expression levels, which were 3.5-fold higher in the IF/TA group relative to that observed in the control group. We identified and validated DEGs related to IF/TA progression at one-year post-transplantation. Specifically, we identified ADAMTS2 as a potential IF/TA biomarker.
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spelling pubmed-104551232023-08-26 Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing Lee, Hyun Kyung Jung, Na Hyun Lee, Da Eun Lee, Hajeong Yang, Jaeseok Kim, Yon Su Han, Seung Seok Han, Nayoung Kim, In-Wha Oh, Jung Mi J Pers Med Article Interstitial fibrosis and tubular atrophy (IF/TA) after kidney transplantation causes a chronic deterioration of graft function. IF/TA can be diagnosed by means of a graft biopsy, which is a necessity as non-invasive diagnostic methods are unavailable. In this study, we identified IF/TA-related differentially expressed genes (DEGs) through next-generation sequencing using peripheral blood mononuclear cells. Blood samples from kidney transplant recipients undergoing standard immunosuppressive therapy (tacrolimus/mycophenolate mofetil or mycophenolate sodium/steroid) and diagnosed as IF/TA (n = 41) or normal (controls; n = 41) at their one-year protocol biopsy were recruited between January of 2020 and August of 2020. DEGs were derived through mRNA sequencing and validated by means of a quantitative real-time polymerase chain reaction. We identified 34 DEGs related to IF/TA. ADAMTS2, PLIN5, CLDN9, and KCNJ15 demonstrated a log(2)(fold change) of >1.5 and an area under the receiver operating characteristic curve (AUC) value of >0.6, with ADAMTS2 showing the largest AUC value and expression levels, which were 3.5-fold higher in the IF/TA group relative to that observed in the control group. We identified and validated DEGs related to IF/TA progression at one-year post-transplantation. Specifically, we identified ADAMTS2 as a potential IF/TA biomarker. MDPI 2023-08-10 /pmc/articles/PMC10455123/ /pubmed/37623492 http://dx.doi.org/10.3390/jpm13081242 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lee, Hyun Kyung
Jung, Na Hyun
Lee, Da Eun
Lee, Hajeong
Yang, Jaeseok
Kim, Yon Su
Han, Seung Seok
Han, Nayoung
Kim, In-Wha
Oh, Jung Mi
Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title_full Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title_fullStr Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title_full_unstemmed Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title_short Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing
title_sort discovery of biomarkers related to interstitial fibrosis and tubular atrophy among kidney transplant recipients by mrna-sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455123/
https://www.ncbi.nlm.nih.gov/pubmed/37623492
http://dx.doi.org/10.3390/jpm13081242
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