Key driver genes as potential therapeutic targets in renal allograft rejection

Zhengzi Yi1, Karen L Keung2,3, Li Li4,5

  • 1Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.

JCI Insight
|July 8, 2020
PubMed

Insights

Identifying key driver genes (KDGs) in renal allograft rejection (AR) can reveal new therapeutic targets. Minocycline showed promise in preventing AR by reducing inflammation and prolonging graft survival in preclinical models.

Area of Science:

  • Immunology
  • Genomics
  • Transplantation Science

Background:

  • Acute rejection (AR) significantly reduces kidney transplant survival.
  • Current immunosuppression strategies are insufficient to prevent allograft rejection in all cases.
  • Identifying novel molecular targets is crucial for improving therapeutic outcomes in renal transplantation.

Purpose of the Study:

  • To identify key driver genes (KDGs) within dysregulated immune pathways of AR.
  • To discover potential therapeutic targets for preventing renal allograft rejection.
  • To validate a network-based computational strategy for therapeutic target identification.

Main Methods:

  • Integrated analysis of gene expression and genotype data from human renal allograft biopsies.
  • Meta-analysis of microarray data to identify a 982-meta-gene signature in AR.
  • Network-based computational strategy to derive KDGs from the gene signature.
  • In silico screening of drug databases for compounds targeting KDGs.
  • Experimental validation of minocycline in a murine cardiac allograft model of AR.

Main Results:

  • A 982-gene signature differentially expressed in AR was identified from 735 human kidney allograft biopsy samples.
  • Fourteen key driver genes (KDGs) were identified as master regulators of AR pathways.
  • Minocycline, a repurposed antibiotic, demonstrated anti-inflammatory effects in AR.
  • Co-administration of minocycline with immunosuppression prolonged cardiac allograft survival in mice.

Conclusions:

  • A network-based computational approach effectively identifies KDGs in renal allograft rejection.
  • KDGs represent promising targets for novel therapeutic interventions in AR.
  • Minocycline shows potential as an adjunct therapy for preventing or treating renal allograft rejection.
  • This strategy aids in prioritizing therapeutic targets for AR prevention.

Related Concept Videos

Kidney Transplant I: Introduction01:28

Kidney Transplant I: Introduction

A kidney transplant is a surgical approach that involves replacing a non-functioning kidney with a healthy one from a donor. This procedure is often a treatment option for end-stage renal disease (ESRD) patients. The method requires careful recipient selection, including evaluating various medical and psychosocial factors. These criteria vary between transplant centers but generally include assessments of the patient's overall health, adherence to medical recommendations, and lifestyle...
223
Kidney Transplant II: Surgical Procedure01:26

Kidney Transplant II: Surgical Procedure

Preoperative ManagementThe primary goals of preoperative management in kidney transplantation are to optimize the patient’s metabolic state and prepare them for surgery through diet adjustments, necessary dialysis, and tailored medical treatment. This phase also involves comprehensive infection screening and patient education about the surgical procedure and postoperative care to improve outcomes and adherence.Medical ManagementA comprehensive evaluation is required for both the living...
203
Tissue Transplantation01:24

Tissue Transplantation

Tissue transplantation is a significant medical procedure involving the transfer of cells, tissues, or organs from a donor to a recipient, with the primary aim of restoring lost functions. This procedure is crucial in treating a broad spectrum of diseases, including kidney diseases, liver failure, heart disease, and certain types of cancers.
The Biology of Tissue Transplantation
The biology of tissue transplantation hinges on the Major Histocompatibility Complex (MHC) molecules. These molecules...
782
Kidney Transplant III: Nursing Management01:16

Kidney Transplant III: Nursing Management

Postoperative Nursing Management for Kidney Transplant PatientsPostoperative nursing management care includes monitoring the surgical site, encouraging early movement, and promoting lung health through breathing exercises. Nurses also administer prescribed medications like H2-blockers, such as famotidine, or proton pump inhibitors, like omeprazole, to help prevent gastrointestinal ulcers and bleeding. Fungal infections in the mouth and bladder can result from immunosuppressive and antibiotic...
235
Transducer Mechanism: Enzyme-Linked Receptors01:27

Transducer Mechanism: Enzyme-Linked Receptors

Enzyme-linked receptors are cell-surface receptors acting as an enzyme or associating with an enzyme intracellularly. They make excellent drug targets. Drugs can bind to the extracellular ligand-binding domain or directly affect their enzymatic domain and alter their activity.
Major types that are helpful drug targets include:
3.7K