# Deciphering the interplay between inflammation and dysregulated autophagy in lupus nephritis through network analysis and experimental validation

**Authors:** Runrun Zhang, Xin Lv, Qice Sun, Wenhan Huang, Ting Zhao

PMC · DOI: 10.3389/fcell.2026.1764975 · Frontiers in Cell and Developmental Biology · 2026-01-14

## TL;DR

This study identifies EGFR as a key gene linking autophagy and inflammation in lupus nephritis, offering new insights for treatment.

## Contribution

The novel contribution is identifying EGFR as a key regulator of autophagy in lupus nephritis through network analysis and experimental validation.

## Key findings

- 445 autophagy-related differentially expressed genes were identified in lupus nephritis kidney tissues.
- EGFR and RAF1 were identified as hub genes with strong diagnostic value and correlation with immune infiltration.
- EGFR overexpression in podocytes increased autophagy markers, suggesting a mechanistic role in lupus nephritis.

## Abstract

Autophagy dysregulation plays an important role in the development and progression of lupus nephritis (LN). However, the key autophagy-related genes involved in LN and their underlying cellular mechanisms remain unclear. This study aims to systematically explore the autophagy-related molecular signatures of LN and to elucidate the relevant mechanisms.

Transcriptomic data from LN and control kidney tissues were analyzed to identify differentially expressed genes (DEGs), followed by KEGG, GSEA, and GSVA enrichment. Autophagy-related DEGs (ARDEGs) were obtained by intersecting DEGs with autophagy gene sets. Hub genes were screened using PPI network analysis, cytoHubba algorithms, and WGCNA. Diagnostic performance was assessed by ROC curves and a nomogram. Single-cell datasets and qRT-PCR, pathology, TEM, and immunohistochemistry were used for validation. Functional assays were conducted in CIHP-1 podocytes with stable EGFR overexpression.

A total of 445 ARDEGs were identified, enriched in autophagy, PI3K-Akt/mTOR, and MAPK pathways. Eleven hub genes were obtained, among which EGFR and RAF1 showed strong diagnostic value (AUC >0.90) and correlations with immune infiltration. Single-cell and experimental validation revealed elevated EGFR expression in LN. EGFR-overexpressing podocytes exhibited increased MDC fluorescence by flow cytometry, autophagosome accumulation by TEM, and a significant increase in LC3-positive puncta by confocal microscopy.

EGFR is a key regulatory factor related to autophagy in LN. The excessive activation of EGFR affects the autophagy of LN podocytes, providing new mechanistic insights and potential therapeutic targets for LN.

## Linked entities

- **Genes:** EGFR (epidermal growth factor receptor) [NCBI Gene 1956], RAF1 (Raf-1 proto-oncogene, serine/threonine kinase) [NCBI Gene 5894]
- **Diseases:** lupus nephritis (MONDO:0005556)

## Full-text entities

- **Genes:** PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, MAP1LC3A (microtubule associated protein 1 light chain 3 alpha) [NCBI Gene 84557] {aka ATG8E, LC3, LC3A, MAP1ALC3, MAP1BLC3}, CCL22 (C-C motif chemokine ligand 22) [NCBI Gene 6367] {aka A-152E5.1, ABCD-1, DC/B-CK, MDC, SCYA22, STCP-1}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, RAF1 (Raf-1 proto-oncogene, serine/threonine kinase) [NCBI Gene 5894] {aka CMD1NN, CRAF, NS5, Raf-1, c-Raf}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}
- **Diseases:** inflammation (MESH:D007249), LN (MESH:D008181)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12846945/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC12846945/full.md

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Source: https://tomesphere.com/paper/PMC12846945