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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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 |
work_keys_str_mv |
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