Semra Demirli Atici, Aras Emre Canda, Mustafa Cem Terzi
{"title":"Integrating inflammation, nutrition, and artificial intelligence: A new era in colorectal cancer prognostic scoring.","authors":"Semra Demirli Atici, Aras Emre Canda, Mustafa Cem Terzi","doi":"10.3748/wjg.v31.i30.108431","DOIUrl":null,"url":null,"abstract":"<p><p>Traditional tumor-node-metastasis staging overlooks key prognostic factors such as inflammation and nutrition, limiting individualized treatment in colorectal cancer. Integrating biochemical markers with artificial intelligence can significantly improve survival prediction and treatment personalization by analyzing complex, multimodal data. This evolving approach holds transformative potential for precision oncology.</p>","PeriodicalId":23778,"journal":{"name":"World Journal of Gastroenterology","volume":"31 30","pages":"108431"},"PeriodicalIF":5.4000,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12404131/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"World Journal of Gastroenterology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3748/wjg.v31.i30.108431","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Traditional tumor-node-metastasis staging overlooks key prognostic factors such as inflammation and nutrition, limiting individualized treatment in colorectal cancer. Integrating biochemical markers with artificial intelligence can significantly improve survival prediction and treatment personalization by analyzing complex, multimodal data. This evolving approach holds transformative potential for precision oncology.
期刊介绍:
The primary aims of the WJG are to improve diagnostic, therapeutic and preventive modalities and the skills of clinicians and to guide clinical practice in gastroenterology and hepatology.