Yantong Li, Xisheng Yin, Shi Zheng, Yong Zhao, Xiaolin Zhong
{"title":"基于PANoptosis基因的par评分预测溃疡性结肠炎的进展和对抗tnf -α治疗的反应。","authors":"Yantong Li, Xisheng Yin, Shi Zheng, Yong Zhao, Xiaolin Zhong","doi":"10.1007/s13258-025-01675-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ulcerative colitis (UC), a chronic inflammatory bowel disease, carries an elevated risk of colitis-associated colorectal cancer (CAC). While PANoptosis-a coordinated cell death mechanism integrating pyroptosis, apoptosis, and necroptosis-has been linked to inflammatory disorders, its role in UC progression and CAC transformation remains undefined.</p><p><strong>Objective: </strong>To delineate PANoptosis-related signatures and develop predictive models for the assessment of UC and CAC.</p><p><strong>Methods: </strong>Transcriptomic data from UC patients, CAC cases, and controls (GEO database) were analyzed to identify PANoptosis-associated genes. Enrichment and immune infiltration analyses elucidated functional roles, while a dextran sulfate sodium (DSS)-induced murine colitis model validated candidate gene expression via Western blot. Single-cell sequencing dissected cellular heterogeneity, Mendelian randomization established causality, and molecular docking screened therapeutic agents.</p><p><strong>Results: </strong>Four PANoptosis hub genes (CASP1, LCN2, STAT3, ZBP1) were identified as UC drivers. The PANoptosis-Associated Risk Score (PAR-Score) demonstrated robust diagnostic accuracy (AUC > 0.75) and stratified disease activity, anti-TNF-α responsiveness, and CAC risk. Molecular docking revealed strong binding affinity between epidermal growth factor receptor (EGFR) inhibitors and target proteins (binding energy: -6.0 to -8.4 kcal/mol), suggesting therapeutic potential.</p><p><strong>Conclusion: </strong>The PAR-Score based on PANoptosis genes predicts the progression of UC and the response to anti-TNF-α treatment. EGFR inhibitors may serve as potential therapeutic agents for UC and CAC.</p>","PeriodicalId":12675,"journal":{"name":"Genes & genomics","volume":" ","pages":"1079-1097"},"PeriodicalIF":1.7000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The PAR-score based on PANoptosis genes predicts the progression of ulcerative colitis and the response to anti-TNF-α treatment.\",\"authors\":\"Yantong Li, Xisheng Yin, Shi Zheng, Yong Zhao, Xiaolin Zhong\",\"doi\":\"10.1007/s13258-025-01675-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ulcerative colitis (UC), a chronic inflammatory bowel disease, carries an elevated risk of colitis-associated colorectal cancer (CAC). While PANoptosis-a coordinated cell death mechanism integrating pyroptosis, apoptosis, and necroptosis-has been linked to inflammatory disorders, its role in UC progression and CAC transformation remains undefined.</p><p><strong>Objective: </strong>To delineate PANoptosis-related signatures and develop predictive models for the assessment of UC and CAC.</p><p><strong>Methods: </strong>Transcriptomic data from UC patients, CAC cases, and controls (GEO database) were analyzed to identify PANoptosis-associated genes. Enrichment and immune infiltration analyses elucidated functional roles, while a dextran sulfate sodium (DSS)-induced murine colitis model validated candidate gene expression via Western blot. Single-cell sequencing dissected cellular heterogeneity, Mendelian randomization established causality, and molecular docking screened therapeutic agents.</p><p><strong>Results: </strong>Four PANoptosis hub genes (CASP1, LCN2, STAT3, ZBP1) were identified as UC drivers. The PANoptosis-Associated Risk Score (PAR-Score) demonstrated robust diagnostic accuracy (AUC > 0.75) and stratified disease activity, anti-TNF-α responsiveness, and CAC risk. Molecular docking revealed strong binding affinity between epidermal growth factor receptor (EGFR) inhibitors and target proteins (binding energy: -6.0 to -8.4 kcal/mol), suggesting therapeutic potential.</p><p><strong>Conclusion: </strong>The PAR-Score based on PANoptosis genes predicts the progression of UC and the response to anti-TNF-α treatment. EGFR inhibitors may serve as potential therapeutic agents for UC and CAC.</p>\",\"PeriodicalId\":12675,\"journal\":{\"name\":\"Genes & genomics\",\"volume\":\" \",\"pages\":\"1079-1097\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Genes & genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1007/s13258-025-01675-2\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/9/11 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Genes & genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s13258-025-01675-2","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/11 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
The PAR-score based on PANoptosis genes predicts the progression of ulcerative colitis and the response to anti-TNF-α treatment.
Background: Ulcerative colitis (UC), a chronic inflammatory bowel disease, carries an elevated risk of colitis-associated colorectal cancer (CAC). While PANoptosis-a coordinated cell death mechanism integrating pyroptosis, apoptosis, and necroptosis-has been linked to inflammatory disorders, its role in UC progression and CAC transformation remains undefined.
Objective: To delineate PANoptosis-related signatures and develop predictive models for the assessment of UC and CAC.
Methods: Transcriptomic data from UC patients, CAC cases, and controls (GEO database) were analyzed to identify PANoptosis-associated genes. Enrichment and immune infiltration analyses elucidated functional roles, while a dextran sulfate sodium (DSS)-induced murine colitis model validated candidate gene expression via Western blot. Single-cell sequencing dissected cellular heterogeneity, Mendelian randomization established causality, and molecular docking screened therapeutic agents.
Results: Four PANoptosis hub genes (CASP1, LCN2, STAT3, ZBP1) were identified as UC drivers. The PANoptosis-Associated Risk Score (PAR-Score) demonstrated robust diagnostic accuracy (AUC > 0.75) and stratified disease activity, anti-TNF-α responsiveness, and CAC risk. Molecular docking revealed strong binding affinity between epidermal growth factor receptor (EGFR) inhibitors and target proteins (binding energy: -6.0 to -8.4 kcal/mol), suggesting therapeutic potential.
Conclusion: The PAR-Score based on PANoptosis genes predicts the progression of UC and the response to anti-TNF-α treatment. EGFR inhibitors may serve as potential therapeutic agents for UC and CAC.
期刊介绍:
Genes & Genomics is an official journal of the Korean Genetics Society (http://kgenetics.or.kr/). Although it is an official publication of the Genetics Society of Korea, membership of the Society is not required for contributors. It is a peer-reviewed international journal publishing print (ISSN 1976-9571) and online version (E-ISSN 2092-9293). It covers all disciplines of genetics and genomics from prokaryotes to eukaryotes from fundamental heredity to molecular aspects. The articles can be reviews, research articles, and short communications.