An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients

Calcineurin inhibitors are highly efficacious immunosuppressive agents used in pediatric kidney transplantation. However, calcineurin inhibitor nephrotoxicity (CNIT) has been associated with the development of chronic renal allograft dysfunction and decreased graft survival. This study evaluated 37...

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Main Authors: Erika T. Rhone, Elissa Bardhi, Sai Vineela Bontha, Patrick D. Walker, Jorge A. Almenara, Catherine I. Dumur, Helen Cathro, Daniel Maluf, Valeria Mas
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/11/5414
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spelling doaj-c054e15601464f778b72e7ae49d7322f2021-06-01T00:39:28ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-05-01225414541410.3390/ijms22115414An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant RecipientsErika T. Rhone0Elissa Bardhi1Sai Vineela Bontha2Patrick D. Walker3Jorge A. Almenara4Catherine I. Dumur5Helen Cathro6Daniel Maluf7Valeria Mas8Department of Pediatrics, Eastern Virginia Medical School, Norfolk, VA 23507, USASurgical Sciences Division, Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD 21201, USACardiovascular Research Center, University of Virginia, Charlottesville, VA 22908, USAArkana Laboratories, Little Rock, AR 72211, USAAurora Diagnostics–Sonic Healthcare, Bernhardt Laboratories, Jacksonville, FL 32216, USAAurora Diagnostics–Sonic Healthcare, Bernhardt Laboratories, Jacksonville, FL 32216, USADepartment of Pathology, University of Virginia, Charlottesville, VA 22908, USADivision of Transplantation, Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD 21201, USASurgical Sciences Division, Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD 21201, USACalcineurin inhibitors are highly efficacious immunosuppressive agents used in pediatric kidney transplantation. However, calcineurin inhibitor nephrotoxicity (CNIT) has been associated with the development of chronic renal allograft dysfunction and decreased graft survival. This study evaluated 37 formalin-fixed paraffin-embedded biopsies from pediatric kidney transplant recipients using gene expression profiling. Normal allograft samples (<i>n</i> = 12) served as negative controls and were compared to biopsies exhibiting CNIT (<i>n</i> = 11). The remaining samples served as positive controls to validate CNIT marker specificity and were characterized by other common causes of graft failure such as acute rejection (<i>n</i> = 7) and interstitial fibrosis/tubular atrophy (<i>n</i> = 7). MiRNA profiles served as the platform for data integration. Oxidative phosphorylation and mitochondrial dysfunction were the top molecular pathways associated with overexpressed genes in CNIT samples. Decreased ATP synthesis was identified as a significant biological function in CNIT, while key toxicology pathways included NRF2-mediated oxidative stress response and increased permeability transition of mitochondria. An integrative analysis demonstrated a panel of 13 significant miRNAs and their 33 CNIT-specific gene targets involved with mitochondrial activity and function. We also identified a candidate panel of miRNAs/genes, which may serve as future molecular markers for CNIT diagnosis as well as potential therapeutic targets.https://www.mdpi.com/1422-0067/22/11/5414pediatricskidney transplantationcalcineurin inhibitor nephrotoxicity
collection DOAJ
language English
format Article
sources DOAJ
author Erika T. Rhone
Elissa Bardhi
Sai Vineela Bontha
Patrick D. Walker
Jorge A. Almenara
Catherine I. Dumur
Helen Cathro
Daniel Maluf
Valeria Mas
spellingShingle Erika T. Rhone
Elissa Bardhi
Sai Vineela Bontha
Patrick D. Walker
Jorge A. Almenara
Catherine I. Dumur
Helen Cathro
Daniel Maluf
Valeria Mas
An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
International Journal of Molecular Sciences
pediatrics
kidney transplantation
calcineurin inhibitor nephrotoxicity
author_facet Erika T. Rhone
Elissa Bardhi
Sai Vineela Bontha
Patrick D. Walker
Jorge A. Almenara
Catherine I. Dumur
Helen Cathro
Daniel Maluf
Valeria Mas
author_sort Erika T. Rhone
title An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
title_short An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
title_full An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
title_fullStr An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
title_full_unstemmed An Integrated Transcriptomic Approach to Identify Molecular Markers of Calcineurin Inhibitor Nephrotoxicity in Pediatric Kidney Transplant Recipients
title_sort integrated transcriptomic approach to identify molecular markers of calcineurin inhibitor nephrotoxicity in pediatric kidney transplant recipients
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-05-01
description Calcineurin inhibitors are highly efficacious immunosuppressive agents used in pediatric kidney transplantation. However, calcineurin inhibitor nephrotoxicity (CNIT) has been associated with the development of chronic renal allograft dysfunction and decreased graft survival. This study evaluated 37 formalin-fixed paraffin-embedded biopsies from pediatric kidney transplant recipients using gene expression profiling. Normal allograft samples (<i>n</i> = 12) served as negative controls and were compared to biopsies exhibiting CNIT (<i>n</i> = 11). The remaining samples served as positive controls to validate CNIT marker specificity and were characterized by other common causes of graft failure such as acute rejection (<i>n</i> = 7) and interstitial fibrosis/tubular atrophy (<i>n</i> = 7). MiRNA profiles served as the platform for data integration. Oxidative phosphorylation and mitochondrial dysfunction were the top molecular pathways associated with overexpressed genes in CNIT samples. Decreased ATP synthesis was identified as a significant biological function in CNIT, while key toxicology pathways included NRF2-mediated oxidative stress response and increased permeability transition of mitochondria. An integrative analysis demonstrated a panel of 13 significant miRNAs and their 33 CNIT-specific gene targets involved with mitochondrial activity and function. We also identified a candidate panel of miRNAs/genes, which may serve as future molecular markers for CNIT diagnosis as well as potential therapeutic targets.
topic pediatrics
kidney transplantation
calcineurin inhibitor nephrotoxicity
url https://www.mdpi.com/1422-0067/22/11/5414
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