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基于 AI 的卵巢癌 TIL(肿瘤浸润淋巴细胞)与同源重组分析:JGOG3025-A1 研究

英文原题:AI-Based Analysis of Tumor-Infiltrating Lymphocytes and Homologous Recombination in Ovarian Cancer: JGOG3025-A1 Study.

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AI-Based Analysis of Tumor-Infiltrating Lymphocytes and Homologous Recombination in Ovarian Cancer: JGOG3025-A1 Study.

PubMed 2026/07/10(内容时间) Cancer Sci Q2 · IF 4.9(JCR 2025)

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中文摘要

了解肿瘤免疫微环境,尤其是TIL(肿瘤浸润淋巴细胞)(TILs),在卵巢癌中仍然至关重要。然而,TILs在不同组织学亚型和遗传背景中的分布及预后意义仍不清楚。作为JGOG3025-A1研究的一部分,收集了400例的诊断切片。使用两种基于人工智能的细胞分类模型评估TILs的空间分布。TIL评分计算为TILs数量除以分析面积,并根据TIL评分定义免疫炎症组。在组织学亚型中,高级别浆液性癌(HGSC)表现出最高的TIL评分,透明细胞癌最低,子宫内膜样癌为中间值。在HGSC中,TIL评分根据BRCA改变或同源重组缺陷(HRD)状态没有显著差异。HRD/免疫炎症组预后最好。在同源重组熟练人群中,免疫炎症组有更好的无进展生存期,而总生存期未出现这一趋势。在分析TIL水平与基因组结构之间的关系时,全基因组加倍与HRD肿瘤中较低的TIL浸润相关,但在HRP肿瘤中未显示关联。

总之,HGSC在亚型中显示出最高的TIL浸润量,通过整合基于病理学的免疫表型和HRD状态可以实现预后分层。

展开英文摘要原文

Understanding the tumor immune microenvironment, especially tumor-infiltrating lymphocytes (TILs), remains crucial in ovarian cancer.

However, the distribution and prognostic significance of TILs across histological subtypes and genetic backgrounds remain unclear. As part of the JGOG3025-A1 study, diagnostic slides from 400 cases were collected. Two artificial intelligence-based cell classification models were used to evaluate the spatial distribution of TILs. The TIL score was calculated as the number of TILs divided by the analyzed area, and the immune-inflamed group was defined based on TIL scores. Among histological subtypes, high-grade serous carcinoma (HGSC) exhibited the highest TIL scores, clear cell carcinoma the lowest, and endometrioid carcinoma intermediate values.

In HGSC, TIL scores did not significantly differ according to BRCA alteration or homologous recombination deficiency (HRD) status. The HRD/immune-inflamed group had the most favorable prognosis.

In the homologous recombination-proficient population, the immune-inflamed group had better progression-free survival, whereas this trend did not appear for overall survival. In analyzes of the relationships between TIL levels and genomic structure, whole-genome doubling was associated with lower TIL infiltration in HRD tumors but showed no association in HRP tumors.

In conclusion, HGSC showed the highest amount of TIL infiltration among subtypes, and prognostic stratification can be achieved by integrating pathology-based immunophenotypes and HRD status.

论文信息

作者
Hamada K、Hamanishi J、Matsumura N、Ueda A、Takamatsu S、Yoshihara K、Nagasawa T、Seki T
单位
Department of Gynecology and Obstetrics, Kyoto University Graduate School of Medicine, Kyoto, Japan.Japan
期刊
Cancer science2026 Jul 10
原文标识
PubMed 42432821 · DOI 10.1111/cas.70474