# Gene regulatory networks involved in activation of Notch signaling by AGEs in the pathogenesis of diabetic kidney disease

**Authors:** Somorita Baishya, Adyasha Sarangi, Pramod R. Somvanshi, Anil Kumar Pasupulati, Vinay Randhawa, Vinay Randhawa, Vinay Randhawa, Vinay Randhawa

PMC · DOI: 10.1371/journal.pone.0335768 · PLOS One · 2026-01-02

## TL;DR

This study explores how AGEs trigger Notch signaling in kidney cells, leading to diabetic kidney disease and offering new treatment targets.

## Contribution

The study identifies a gene network modulated by AGEs that non-canonically reactivates Notch signaling in podocytes.

## Key findings

- AGEs modulate a network of 58 genes that reactivate Notch signaling in podocytes.
- Notch reactivation is linked to podocyte de-differentiation and apoptosis via suppression of PI3K-AKT and activation of NF-kB.
- The findings suggest new therapeutic targets for preventing kidney dysfunction in diabetic kidney disease.

## Abstract

Diabetic kidney disease (DKD) is a progressive disease characterized by early events such as podocyte injury followed by glomerulosclerosis, varying degrees of proteinuria, decreased glomerular filtration rate, and eventual organ failure. Podocytes, essential for glomerular permselectivity, are targets for an array of noxious stimuli in diabetes. Notch signaling, critical for podocyte differentiation during nephrogenesis, reactivates in mature podocytes, as evidenced in DKD patients and animal models. Notch reactivation in adult podocytes implicated in de-differentiation and apoptosis. Although elevated advanced glycation end-products (AGEs), heterogeneous molecules derived from non-enzymatic glycation, were paralleled with Notch reactivation in podocytes, the precise mechanism remains unknown. This study identified a condensed network of 58 genes modulated by AGEs. These genes non-canonically reactivate Notch by suppressing the PI3K-AKT pathway and activating NF-kB signaling, affecting podocyte biology and function. The study provides novel information about reno-toxic events and new therapeutic targets to prevent podocyte injury and kidney dysfunction.

## Linked entities

- **Genes:** PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290], AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790]
- **Diseases:** diabetic kidney disease (MONDO:0005016)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12758727/full.md

## References

82 references — full list in the complete paper: https://tomesphere.com/paper/PMC12758727/full.md

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Source: https://tomesphere.com/paper/PMC12758727