# Integrative miRNA–mRNA Network and Molecular Dynamics-Based Identification of Therapeutic Candidates for Paroxysmal Nocturnal Hemoglobinuria

**Authors:** Peng Zhao, Yujie Tang, Xin Sun, Yibo Xi, Haojun Zhang, Jia Xue, Wenqian Zhou, Hongyi Li, Xuechun Lu

PMC · DOI: 10.3390/ph19010143 · Pharmaceuticals · 2026-01-14

## TL;DR

This study identifies new potential drugs and a key regulatory pathway for treating paroxysmal nocturnal hemoglobinuria, a rare blood disorder.

## Contribution

The study proposes novel therapeutic candidates and identifies a key miRNA–mRNA regulatory axis in PNH pathogenesis.

## Key findings

- Leflunomide, Dipyridamole, and Pentoxifylline showed stable molecular interactions with critical PNH molecules.
- The miRNA hsa-miR-23a-3p and its targets, including CXCL8, are central to PNH progression.
- A PIGA-knockout cell model and single-cell data revealed key genes and neutrophil clusters in PNH.

## Abstract

Background: Paroxysmal nocturnal hemoglobinuria (PNH) is a clonal hematopoietic stem cell disease characterized primarily by intravascular hemolysis, thrombosis, and bone marrow failure. Complement inhibitors are commonly used in clinical treatment and show limited efficacy, highlighting the urgent need to identify new therapeutic targets and explore alternative treatment strategies to provide theoretical guidance for clinical practice. Methods: We established a PNH cell model and constructed an miRNA–mRNA regulatory network to identify key miRNAs and core target genes. Single-cell sequencing data were analyzed to further clarify the critical genes. Finally, integrated drug database analysis identified potential therapeutic agents for PNH, which were validated by molecular docking and molecular dynamics simulations. Results: Using CRISPR/RNP technology, we successfully constructed a PIGA-knockout (PIGA-KO) THP-1 cell model. Differential expression analysis identified 1979 differentially expressed mRNAs (DEmRNAs) and 97 differentially expressed miRNAs (DEmiRNAs). The multiMiR package in R was used to predict the target genes of DEmiRNAs, from which those experimentally validated through dual-luciferase reporter assays were selected. After integration with the DEmRNAs, an miRNA–mRNA regulatory network was constructed, comprising 26 miRNAs and 38 mRNAs. Subsequent miRNA pathway enrichment analysis identified hsa-miR-23a-3p as a key miRNA, with CXCL12, CXCL8, HES1, and TRAF5 serving as core target genes. The integration of single-cell sequencing datasets (PRJNA1061334 and GSE157344) was performed, followed by cell communication and enrichment analysis. This approach, combined with clinical relevance, identified the neutrophil cluster as the key cluster. Intersection analysis of neutrophil cluster differential analysis results with key modules from hdWGCNA further clarified the critical genes. Drug prediction using EpiMed, CMap, and DGIdb identified Leflunomide, Dipyridamole, and Pentoxifylline as potential therapeutic agents. Molecular docking and molecular dynamics simulations showed stable binding of these potential drugs to the critical molecules, indicating a viable molecular interaction foundation. Conclusions: Leflunomide, Dipyridamole, and Pentoxifylline may serve as promising therapeutic agents for PNH, and the hsa-miR-23a-3p/CXCL8 regulatory axis could play a pivotal role in the pathogenesis and progression of PNH.

## Linked entities

- **Genes:** PIGA (phosphatidylinositol glycan anchor biosynthesis class A) [NCBI Gene 5277], CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387], CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576], HES1 (hes family bHLH transcription factor 1) [NCBI Gene 3280], TRAF5 (TNF receptor associated factor 5) [NCBI Gene 7188]
- **Chemicals:** Leflunomide (PubChem CID 3899), Dipyridamole (PubChem CID 3108), Pentoxifylline (PubChem CID 4740)
- **Diseases:** Paroxysmal Nocturnal Hemoglobinuria (MONDO:0100244)

## Full-text entities

- **Genes:** CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387] {aka IRH, PBSF, SCYB12, SDF1, TLSF, TPAR1}, PIGA (phosphatidylinositol glycan anchor biosynthesis class A) [NCBI Gene 5277] {aka GPI3, MCAHS2, NEDEPH, PIG-A, PNH1}, TRAF5 (TNF receptor associated factor 5) [NCBI Gene 7188] {aka MGC:39780, RNF84}, HES1 (hes family bHLH transcription factor 1) [NCBI Gene 3280] {aka HES-1, HHL, HRY, bHLHb39}
- **Diseases:** clonal hematopoietic stem cell disease (MESH:D000090267), bone marrow failure (MESH:D000080983), intravascular hemolysis (MESH:D006461), thrombosis (MESH:D013927), PNH (MESH:D006457)
- **Chemicals:** Dipyridamole (MESH:D004176), Pentoxifylline (MESH:D010431), Leflunomide (MESH:D000077339)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12845513/full.md

## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12845513/full.md

## References

67 references — full list in the complete paper: https://tomesphere.com/paper/PMC12845513/full.md

---
Source: https://tomesphere.com/paper/PMC12845513