Here, we present a protocol integrating multi-omics analysis with in vivo validation to investigate how Gegen Qinlian Decoction alleviates ulcerative colitis by regulating PANoptosis-related targets and inflammatory signaling pathways.
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Research Article
* These authors contributed equally
Here, we present a protocol integrating multi-omics analysis with in vivo validation to investigate how Gegen Qinlian Decoction alleviates ulcerative colitis by regulating PANoptosis-related targets and inflammatory signaling pathways.
We present an integrated bioinformatics and network pharmacology protocol to clarify the therapeutic mechanisms of Gegen Qinlian Decoction (GQD) in ulcerative colitis (UC), with a particular focus on PANoptosis-related regulation. This protocol is designed to systematically identify potential bioactive compounds, therapeutic targets, signaling pathways, and immune-related mechanisms through multi-database mining and transcriptomic analysis. Gene expression profiles from UC cohorts, including GSE87466 and GSE92415 from the GEO database, are analyzed using differential expression analysis and weighted gene co-expression network analysis to identify disease-related genes. Candidate targets of GQD are collected from public pharmacology databases and intersected with UC- and PANoptosis-associated genes to determine core therapeutic targets. Protein-protein interaction network construction, enrichment analyses, and compound-target-pathway network modeling are then performed to reveal the molecular basis of GQD activity. In addition, immune infiltration analysis is incorporated to explore the relationship between key genes and the intestinal immune microenvironment. Molecular docking is further used to evaluate the binding potential between major active compounds and hub targets. This protocol provides a reproducible, systematic framework for investigating how GQD alleviates UC by modulating PANoptosis and related inflammatory pathways, and may serve as a useful reference for mechanistic studies of other traditional Chinese medicine formulas in complex inflammatory diseases.
Ulcerative colitis (UC), one of the major forms of inflammatory bowel disease, is a chronic relapsing inflammatory disorder that primarily involves the colonic mucosa and typically begins in the rectum with continuous proximal extension. Its pathogenesis is complex and involves aberrant mucosal immune activation, epithelial barrier dysfunction, microbial perturbation, and dysregulated host-environment interactions, together imposing a substantial and growing global health burden1,2. Persistent mucosal inflammation not only causes recurrent symptoms such as abdominal pain, diarrhea, and hematochezia, but also i....
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All animal procedures were conducted in accordance with institutional guidelines and were approved before study initiation by the Ethical Committee of Chengdu University of Traditional Chinese Medicine (Approval No. 2022-126). Only publicly available GEO and GWAS datasets were used for the bioinformatics analyses; therefore, no additional informed consent or ethics approval was required for the computational component of this study. All procedures involving hazardous chemicals, biological samples, and animal waste were performed in accordance with institutional laboratory safety regulations and institutional procedures for hazardous waste disposal.
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GEO dataset acquisition and UC-Related gene identification
To investigate gene expression changes in UC, two transcriptomic datasets-GSE87466 and GSE92415-were obtained from the GEO database using “ulcerative colitis” as the search term, with selection criteria including dataset type, clear disease/control annotation, and sufficient sample size. These datasets encompassed 140 UC cases and 42 healthy controls. Samples lacking unambiguous phenotype labels or valid expression pro.......
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Ulcerative colitis (UC) is a chronic, idiopathic inflammatory bowel condition primarily affecting the colonic mucosa, characterized by persistent or episodic inflammation. The disease significantly diminishes patient quality of life and elevates the risk of developing colorectal carcinoma. Although its global prevalence is steadily rising, the precise etiology and underlying mechanisms remain only partially understood. Current treatment options often yield suboptimal outcomes and are frequently accompanied by adverse eff.......
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The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
The authors also thank the GEO database for open access to the data and the reviewers for their constructive comments.
FUNDING: This work was supported by the National Natural Science Foundation of China (81973684, 82174358), Natural Science Foundation of Sichuan Province (2023NSFSC1760, 2025ZNSFSC1834), Special Project on Traditional Chinese Medicine Research of Sichuan Provincial Administration of Traditional Chinese Medicine (2023MS365, 2020JC0094), and Joint Innovation Fund of Health Commission of Chengdu and Chengdu University of Traditional Chinese Medicine (WXLH202402019, WXLH202403012, WXLH202501238, WXLH202501201).
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| Name | Company | Catalog Number | Comments |
|---|---|---|---|
| Puerariae Lobatae Radix | Sichuan Neautus Traditional Chinese Medicine Co., Ltd. | NTC-001 | Herbal material for GQD preparation |
| Scutellariae Radix | Sichuan Neautus Traditional Chinese Medicine Co., Ltd. | NTC-002 | Herbal material for GQD preparation |
| Coptidis Rhizoma | Sichuan Neautus Traditional Chinese Medicine Co., Ltd. | NTC-003 | Herbal material for GQD preparation |
| Glycyrrhizae Radix et Rhizoma | Sichuan Neautus Traditional Chinese Medicine Co., Ltd. | NTC-004 | Herbal material for GQD preparation |
| BALB/c mice, male, 8 weeks old | Beijing HFK Bioscience Co., Ltd. | N/A | Experimental animals |
| Dextran sulfate sodium (DSS), MW 36-50 kDa | MP Biomedicals | 160110 | Colitis-inducing reagent |
| Sodium carboxymethyl cellulose | Sigma-Aldrich, St. Louis, MO, USA | C5678 | Vehicle for oral gavage |
| Paraformaldehyde | Sigma-Aldrich, St. Louis, MO, USA | 158127 | Tissue fixative |
| Hematoxylin | Sigma-Aldrich, St. Louis, MO, USA | H9627 | Nuclear stain |
| Eosin | Sigma-Aldrich, St. Louis, MO, USA | E4009 | Counterstain for histology |
| Bright-field microscope | Nikon | Eclipse 80i | Histological observation |
| Slide-scanning system | 3DHISTECH Ltd. | Panoramic 250 | Digital whole-slide image acquisition |
| Trypsin | Gibco, Carlsbad, CA, USA | 25200-056 | Antigen retrieval reagent |
| Hydrogen peroxide | Sigma-Aldrich, St. Louis, MO, USA | H1009 | Blocking endogenous peroxidase activity |
| Bovine serum albumin (BSA) | Sigma-Aldrich, St. Louis, MO, USA | A7906 | Antibody diluent / blocking reagent |
| Anti-STAT3 primary antibody, rabbit | Cell Signaling Technology | 9139 | Primary antibody for IHC/WB |
| Anti-TIMP1 primary antibody, rabbit | Abcam | ab211925 | Primary antibody for IHC/WB |
| Anti-SPHK2 primary antibody, rabbit | Abcam | ab187030 | Primary antibody for IHC/WB |
| Anti-HSPA5 primary antibody, rabbit | Cell Signaling Technology | 3177 | Primary antibody for IHC/WB |
| Anti-GAPDH primary antibody, rabbit | Abcam | ab9485 | Loading control for WB |
| Goat anti-rabbit secondary antibody | Yeasen Biotechnology | 33201 | Secondary antibody for IHC/WB |
| Chromogenic detection reagent | Beyotime Biotechnology [Shanghai] Co., Ltd., Shanghai, China | P0202 | Signal development for immunohistochemistry |
| Image-analysis software | Media Cybernetics | Image-Pro Plus 7.0 | Quantification of staining and band intensity |
| Phenol-based RNA extraction reagent | Invitrogen | TRIzol Reagent, 15596026 | Total RNA extraction |
| First-strand cDNA synthesis kit | Beyotime Biotechnology | DRR047A | Reverse transcription |
| Real-time PCR system | Applied Biosystems | ABI Prism 7300 | Quantitative PCR amplification |
| SYBR Green qPCR mix | Beyotime Biotechnology | DRR420A | qPCR detection reagent |
| Primer-design software | Premier Biosoft International, Palo Alto, CA, USA | Primer 5.0 | Primer design |
| RIPA lysis buffer | Beyotime Biotechnology | P0013B | Protein extraction reagent |
| Protease inhibitor (PMSF) | Beyotime Biotechnology | ST506 | Protein protection during lysis |
| BCA protein assay kit | Beyotime Biotechnology | P0010 | Protein quantification |
| PVDF membrane | Merck Millipore | IPVH00010 | Protein transfer membrane |
| Chemiluminescent detection reagent / system | Thermo Fisher Scientific | 32106 | Signal detection for western blot |
| Statistical software | IBM | SPSS 23.0 | Statistical analysis |
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