Research Paper Volume 15, Issue 17 pp 9193—9216

Identification of a novel competing endogenous RNA network and candidate drugs associated with ferroptosis in aldosterone-producing adenomas

Yu Hanxiao1, *, , Yang Boyun2, *, , Jia Minyue3, , Song Xiaoxiao4, ,

  • 1 Clinical Research Center, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
  • 2 Department of Allergy, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
  • 3 Department of Ultrasound, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
  • 4 Department of Endocrinology and Metabolism, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
* Equal contribution

Received: May 1, 2023       Accepted: August 22, 2023       Published: September 13, 2023      

https://doi.org/10.18632/aging.205028
How to Cite

Copyright: © 2023 Hanxiao et al. This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Abstract

Aldosterone-producing adenoma (APA), characterized by unilaterally excessive aldosterone production, is a common cause of primary aldosteronism. Ferroptosis, a recently raised iron-dependent mode of programmed cell death, has been involved in the development and therapy of various diseases. This study obtained datasets of the mRNA and lncRNA expression profiles for APA and adjacent adrenal gland (AAG) from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) and lncRNAs (DE lncRNAs) associated with ferroptosis were identified. Enrichment analyses indicated 89 ferroptosis-related DEGs were primarily enriched in ROS related processes and ferroptosis. Two physical cores, and one combined core were identified in the protein–protein interaction (PPI). DEGs and clinical traits were used in conjunction to screen eight hub genes from two hub modules and 89 DEGs. A competitive endogenous RNA (ceRNA) network was constructed via co-express analysis. Thereafter, molecular docking was used to identify potential targets. Two active compounds, QL-X-138 and MK-1775, bound to AURKA and DUOX1, respectively, with the lowest binding energies. Molecular dynamics simulation verified the stability of the two complexes. In summary, our studies identified eight hub genes and a novel ceRNA regulatory network associated with ferroptosis, wherein QL-X-138 and MK-1775 were considered to be potential drugs for treating APA.

Abbreviations

APA: aldosterone-producing adenoma; AAG: adjacent adrenal gland; GEO: Gene Expression Omnibus; DEGs: differentially expressed genes; PPI: protein–protein interaction; ceRNA: competitive endogenous RNA; NOX: NADPH oxidases; GSEA: Gene Set Enrichment Analysis; GO BP: Gene Ontology biological processes; HIF1: hypoxia-inducible factor 1; SBP: systolic blood pressure; DBP: diastolic blood pressure; ALD: plasma aldosterone; RMSD: root-mean-square deviation; FDF: ferroptosis downregulated factors; ZG: zona glomerulosa; ZF: zona fasciculata; WT: wild type; KEGG: Kyoto Encyclopedia of Genes and Genomes; WGCNA: weighted gene co-expression network analysis; TOM: topological overlap matrix; PCA: principal component analysis.