Artificial Intelligence Powered Spatial Analysis of Tumor-Infiltrating Lymphocytes Predicts Prognosis in Resected Gallbladder Cancer.

Autor: Young Hoon Choi, Changho Ahn, Hyemin Kim, So Jeong Yoon, Yo Han Jeon, Hongbeom Kim, Sang Hyun Shin, Jin Seok Heo, Kwang Hyuck Lee, Kyu Taek Lee, Jong Kyun Lee, Kee-taek Jang, In Woong Han, Joo Kyung Park
Předmět:
Zdroj: Gut & Liver; 2024 Supplement, Vol. 18, p15-15, 1/4p
Abstrakt: Background/Aims Tumor-infiltrating lymphocytes (TILs) have been associated with prognosis in various cancers. However, their prognostic significance in resected gallbladder cancer remains largely unknown. Methods A total of 253 patients who underwent curative resection for gallbladder cancer were included in this study. H&E stained whole slide images of resected gallbladder cancers were analyzed using the Lunit SCOPE IO, an artificial intelligence (AI)-powered spatial TIL analyzer. Based on the density of intratumoral TILs (iTILs) in the cancer epithelium and stromal TILs (sTILs) in the cancer stroma, three immune phenotypes were defined at a 1 mm² grid level: immune-inflamed phenotype (IIP), immune-excluded phenotype (IEP), and immune-desert phenotype (IDP). The impact of these immune phenotypes on survival outcomes was then analyzed. Results The IDP was associated with shorter disease-free survival (DFS) (hazard ratio [HR] 1.019, 95% confidence interval [CI] 1.003–1.036), along with perineural invasion (HR 3.198, 95% CI 1.108–9.228) and stage III/IV (HR 8.531, 95% CI 3.005–24.223). Adjuvant therapy (HR 0.456, 95% CI 0.217–0.955) was associated with longer DFS. Notably, patients with a grid-level IDP proportion exceeding 50% showed significantly shorter DFS (HR 3.514, 95% CI 1.529–8.074) compared to those with less than 50%. IDP was also independently associated with shorter overall survival (OS) (HR 1.020, 95% CI 1.004–1.036), along with age (HR 1.041, 95% CI 1.006–1.077) and stage III/IV (HR 4.900, 95% CI 2.122–11.312). Conclusion The IDP, identified through AI-powered spatial TIL analysis, is predictive of shorter DFS and OS in resected gallbladder cancer patients. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index