# Identification of autophagy-related key biomarkers in caerulein induced acute pancreatitis: In silico and in vivo study

**Authors:** Xinzhuang Shen, Jie Yao, Zongke Wang, Renhua Chen, Laian Li, Xiangjun Xu, Yongming Huang

PMC · DOI: 10.1371/journal.pone.0344110 · PLOS One · 2026-03-27

## TL;DR

This study identifies key autophagy-related genes linked to acute pancreatitis using bioinformatics and animal experiments, highlighting potential biomarkers.

## Contribution

The study combines in silico and in vivo approaches to identify novel autophagy-related biomarkers for acute pancreatitis.

## Key findings

- Seven key autophagy-related biomarkers were identified, with significant mRNA expression differences in acute pancreatitis.
- Protein expression of some biomarkers aligned with mRNA levels, while others showed opposing patterns.
- Functional analysis showed these genes are primarily involved in autophagy and macroautophagy regulation.

## Abstract

Dysregulated autophagy is known to play a crucial role in the pathogenesis of Acute pancreatitis (AP). However, its specific mechanisms remain unclear. The present study aimed to elucidate the mechanism of autophagy-related genes (ARGs) by bioinformatics analysis and experimental validation in AP.

GSE109227, GSE65146, and GSE3644 were obtained from GEO database and underwent standardization and principal component analysis. ARGs were sourced from the Human Autophagy Database. Differentially expressed genes (DEGs) were intersected with ARGs to identify differentially expressed autophagy-related genes (DEARGs) associated with AP. Subsequently, functional enrichment analysis, Gene Set Enrichment Analysis, and Gene-gene interaction networks were performed. The expression of DEARGs at the mRNA level was verified using the GSE121038 dataset, and protein expression levels were examined in animal model by western blot. Potential regulatory chemicals or compounds affecting the expression of DEARGs were predicted using the Comparative Toxicogenomics Database (CTD).

We screened seven key biomarkers (Sesn2, Kras, Hmox1, Cast, Nfe2l2, Npc1, and Cdkn1a) from the GSE109227, GSE65146, and GSE3644 datasets. These biomarkers showed higher levels of mRNA expression compared to the control group. Additional testing using the GSE121038 dataset showed that only Npc1 mRNA level was not significantly different (P > 0.05). The protein expression levels of Sesn2, Hmox1, and Kras aligned with mRNA expression, while Nfe2l2, Cast, and Npc1 showed opposing patterns. No differences were detected in Cdkn1a. GSEA revealed significant enrichment of the ARG set in AP samples across the three GEO datasets. Functional enrichment analysis indicated the DEARGs primarily participate in the regulation of autophagy and macroautophagy. Several chemicals or compounds were projected to modulate DEARGs expression, notably acetaminophen.

Our research further highlights the significant interaction between autophagy and AP. Notably, Sesn2, Kras, Hmox1, and Nfe2l2 exhibited significant expression differences during acute pancreatitis, suggesting they may serve as potential biomarkers for the condition.

## Linked entities

- **Genes:** SESN2 (sestrin 2) [NCBI Gene 83667], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], HMOX1 (heme oxygenase 1) [NCBI Gene 3162], CAST (calpastatin) [NCBI Gene 831], NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780], NPC1 (NPC intracellular cholesterol transporter 1) [NCBI Gene 4864], CDKN1A (cyclin dependent kinase inhibitor 1A) [NCBI Gene 1026]
- **Chemicals:** acetaminophen (PubChem CID 1983)
- **Diseases:** Acute pancreatitis (MONDO:0006515)

## Full-text entities

- **Genes:** Camk2b (calcium/calmodulin-dependent protein kinase II, beta) [NCBI Gene 12323] {aka CaMKII}, Sesn2 (sestrin 2) [NCBI Gene 230784] {aka HI95, SEST2, Ses2}, Nfe2l2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 83619], Actb (actin, beta) [NCBI Gene 81822] {aka Actx}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, ABL2 (ABL proto-oncogene 2, non-receptor tyrosine kinase) [NCBI Gene 27] {aka ABLL, ARG}, Hmox1 (heme oxygenase 1) [NCBI Gene 15368] {aka D8Wsu38e, HO-1, HO1, Hemox, Hmox, Hsp32}, Sesn2 (sestrin 2) [NCBI Gene 502988] {aka RGD1566319}, Nfe2l2 (nuclear factor, erythroid derived 2, like 2) [NCBI Gene 18024] {aka Nrf2}, Npc1 (NPC intracellular cholesterol transporter 1) [NCBI Gene 266732] {aka Cdig2, SLC66A1}, Atg5 (autophagy related 5) [NCBI Gene 11793] {aka 2010107M05Rik, 3110067M24Rik, Apg5l, Atg5l, Paddy}, HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, Actb (actin, beta) [NCBI Gene 11461] {aka Actx, E430023M04Rik, beta-actin}, CAST (calpastatin) [NCBI Gene 831] {aka BS-17, MIR583HG, PLACK}, Npc1 (NPC intracellular cholesterol transporter 1) [NCBI Gene 18145] {aka A430089E03Rik, D18Ertd139e, D18Ertd723e, lcsd, nmf164, spm}, Hmox1 (heme oxygenase 1) [NCBI Gene 24451] {aka HEOXG, Heox, Hmox, Ho-1, Ho1, hsp32}, Kras (Kras proto-oncogene, GTPase) [NCBI Gene 16653] {aka K-Ras, K-Ras 2, K-ras, Ki-ras, Kras-2, Kras2}, Atg7 (autophagy related 7) [NCBI Gene 74244] {aka 1810013K23Rik, Agp7, Apg7l, Atg7l, Gm21553}, Lipg (lipase G, endothelial type) [NCBI Gene 291437] {aka lipase}, Cast (calpastatin) [NCBI Gene 25403], Vmp1 (vacuole membrane protein 1) [NCBI Gene 75909] {aka 3110098I04Rik, 4930579A11Rik, Tango5, Tmem49, mir-21a, ni-2}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, Lhx2 (LIM homeobox protein 2) [NCBI Gene 16870] {aka LH2A, Lh-2, Lim2, ap, apterous}, Kras (KRAS proto-oncogene, GTPase) [NCBI Gene 24525] {aka K-ras, Kras2, c-Ki-ras, p21}, Cdkn1a (cyclin dependent kinase inhibitor 1A) [NCBI Gene 12575] {aka CAP20, CDKI, CIP1, Cdkn1, P21, SDI1}, Cdkn1a (cyclin-dependent kinase inhibitor 1A) [NCBI Gene 114851] {aka Cip1, UV96, Waf1}, NPC1 (NPC intracellular cholesterol transporter 1) [NCBI Gene 4864] {aka NPC, POGZ, SLC65A1}, Tfeb (transcription factor EB) [NCBI Gene 21425] {aka Tcfeb, bHLHe35}, SESN2 (sestrin 2) [NCBI Gene 83667] {aka HI95, SES2, SEST2}, CDKN1A (cyclin dependent kinase inhibitor 1A) [NCBI Gene 1026] {aka CAP20, CDKN1, CIP1, MDA-6, P21, SDI1}, Cast (calpastatin) [NCBI Gene 12380]
- **Diseases:** hemorrhagic (MESH:D006470), pancreatic damage (MESH:D010182), atherosclerosis (MESH:D050197), lysosomal storage disorders (MESH:D016464), pancreas (MESH:D010190), degenerative diseases (MESH:D019636), AP (MESH:D010195), SIRS (MESH:D018746), SAP (MESH:C567125), cancer (MESH:D009369), dislocation (MESH:D004204), MODS (MESH:D009102), inflammation (MESH:D007249), necrosis (MESH:D009336)
- **Chemicals:** Hydrogen (MESH:D006859), PVDF (MESH:C024865), APAP (MESH:D000082), Avertin (MESH:C062527), TBST (-), paraformaldehyde (MESH:C003043), CCK-8 (MESH:D012844), Caerulein (MESH:D002108), H&amp;E (MESH:D006371), PBS (MESH:D007854), formalin (MESH:D005557), paraffin (MESH:D010232), Water (MESH:D014867), polyacrylamide (MESH:C016679), CAE (MESH:C042831), nitrogen (MESH:D009584), LPS (MESH:D008070)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606], Rattus norvegicus (brown rat, species) [taxon 10116]
- **Mutations:** G12D
- **Cell lines:** AR42J — Rattus norvegicus (Rat), Rat digestive system neoplasms, Cancer cell line (CVCL_0143), CCK8 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_2873)

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## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC13028361/full.md

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Source: https://tomesphere.com/paper/PMC13028361