# Identification and Verification of Necroptosis‐Related Genes in Patients With Sepsis by Bioinformatic Analysis and Molecular Experiments

**Authors:** Hayoung Choi, Jin Young Lee, Hongseok Yoo, Kyeongman Jeon

PMC · DOI: 10.1111/jcmm.70582 · Journal of Cellular and Molecular Medicine · 2025-05-03

## TL;DR

This study identifies and verifies eight genes linked to necroptosis in sepsis patients, suggesting that necroptosis plays a key role in sepsis-related organ dysfunction.

## Contribution

The study combines bioinformatic analysis and molecular experiments to identify and validate necroptosis-related genes in sepsis.

## Key findings

- Eight necroptosis-related differentially expressed genes were identified in sepsis patients.
- Protein levels corresponding to these genes showed high accuracy in diagnosing sepsis and predicting mortality.
- Molecular experiments confirmed changes in protein levels and potential necroptosis in sepsis-affected cells.

## Abstract

Although necroptosis is an emerging mechanism of multiple organ dysfunction in sepsis, data on the mechanistic link between necroptosis and sepsis are scarce. Bioinformatic analysis was performed to compare the gene profiles between the sepsis (n = 133) and healthy control (n = 12) groups and identify necroptosis‐related differentially expressed genes (DEGs). The identified necroptosis‐related DEGs were verified by three‐step molecular experiments: (1) quantitative real‐time PCR and enzyme‐linked immunosorbent assay; (2) cell culture, transfection and Western blotting; and (3) cytokine array with apoptosis inhibition. Additionally, receiver‐operating characteristic curve analyses were performed to evaluate the performance of the corresponding proteins to the necroptosis‐related DEGs in diagnosing sepsis and in predicting in‐hospital mortality of patients with sepsis. Eight necroptosis‐related DEGs, including five upregulated (PYGL, TNF, CYLD, FADD and TLR3) and three downregulated (TP53, FASLG and NLRP6) DEGs, were identified. Moreover, the levels of the corresponding proteins to necroptosis‐related DEGs showed excellent or considerable accuracy in diagnosing sepsis and in predicting the mortality of sepsis patients. In cell culture media transfected with plasma from the sepsis and control groups, Western blotting revealed that the levels of the corresponding proteins were increased in the upregulated DEGs and decreased in the downregulated DEGs. The cytokine array revealed cytokines in cell culture media transfected with plasma from patients with sepsis while preventing apoptosis by inhibiting the caspase‐8 activity, wherein the transfected cells potentially underwent necroptosis. Eight necroptosis‐related DEGs were identified in patients with sepsis by bioinformatic analysis and verified by molecular experiments, implying that necroptosis may be a key mechanism of sepsis.

## Linked entities

- **Genes:** PYGL (glycogen phosphorylase L) [NCBI Gene 5836], TNF (tumor necrosis factor) [NCBI Gene 7124], CYLD (CYLD lysine 63 deubiquitinase) [NCBI Gene 1540], FADD (Fas associated via death domain) [NCBI Gene 8772], TLR3 (toll like receptor 3) [NCBI Gene 7098], TP53 (tumor protein p53) [NCBI Gene 7157], FASLG (Fas ligand) [NCBI Gene 356], NLRP6 (NLR family pyrin domain containing 6) [NCBI Gene 171389]

## Full-text entities

- **Genes:** PYGL (glycogen phosphorylase L) [NCBI Gene 5836] {aka GSD6}, CYLD (CYLD lysine 63 deubiquitinase) [NCBI Gene 1540] {aka BRSS, CDMT, CYLD1, CYLDI, EAC, FTDALS8}, FADD (Fas associated via death domain) [NCBI Gene 8772] {aka GIG3, IMD90, MORT1}, NLRP6 (NLR family pyrin domain containing 6) [NCBI Gene 171389] {aka AVR, CLR11.4, NALP6, NAVR, NAVR/AVR, PAN3}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, CASP8 (caspase 8) [NCBI Gene 841] {aka ALPS2B, CAP4, Casp-8, FLICE, MACH, MCH5}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, TLR3 (toll like receptor 3) [NCBI Gene 7098] {aka CD283, IIAE2, IMD83}, FASLG (Fas ligand) [NCBI Gene 356] {aka ALPS1B, APT1LG1, APTL, CD178, CD95-L, CD95L}
- **Diseases:** Sepsis (MESH:D018805), organ dysfunction (MESH:D009102)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12049152/full.md

## References

34 references — full list in the complete paper: https://tomesphere.com/paper/PMC12049152/full.md

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Source: https://tomesphere.com/paper/PMC12049152