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人工智能驱动的 TIL(肿瘤浸润淋巴细胞)空间分析作为腺样囊性癌中阿昔替尼的预测性生物标志物

英文原题:Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes as a predictive biomarker for axitinib in adenoid cystic carcinoma.

查看英文原题

Artificial intelligence-powered spatial analysis of tumor-infiltrating lymphocytes as a predictive biomarker for axitinib in adenoid cystic carcinoma.

PubMed 2023/10/13(内容时间) Head Neck Q1 · IF 2.2(JCR 2025)

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研究概要

在复发/转移性 ACC 中,癌区与间质区的 TIL 浸润总体较低。

中文摘要

本研究分析人工智能(AI)驱动的TIL(肿瘤浸润淋巴细胞)分析能否预测阿昔替尼治疗复发或转移性(R/M)腺样囊性癌(ACC)的疗效。

纳入一项评估阿昔替尼治疗R/M ACC疗效的多中心前瞻性II期试验患者。采用Lunit SCOPE IO(一种AI空间TIL分析工具)分析存档肿瘤组织苏木精-伊红全视野图像。

共纳入27例患者。最佳疗效为疾病稳定,中位无进展生存期(PFS)为11.1个月(95% CI 9.2–13.7个月)。癌组织及周围基质的TIL中位密度分别为25.8/mm²(四分位距8.3–73.0)和180.4/mm²(四分位距69.6–342.8)。基质TIL密度>342.5/mm²的患者PFS较长(p=0.012)。

R/M ACC癌组织和基质区域的TIL浸润总体较低;基质TIL浸润较高与阿昔替尼治疗后PFS延长相关。

展开英文摘要原文

This study analyzed the predictive value of artificial intelligence (AI)-powered tumor-infiltrating lymphocyte (TIL) analysis in recurrent or metastatic (R/M) adenoid cystic carcinoma (ACC) treated with axitinib.

Patients from a multicenter, prospective phase II trial evaluating axitinib efficacy in R/M ACC were included in this study. H&E whole-side images of archival tumor tissues were analyzed by Lunit SCOPE IO, an AI-powered spatial TIL analyzer.

Twenty-seven patients were included in the analysis. The best response was stable disease, and the median progression-free survival (PFS) was 11.1 months (95% CI, 9.2-13.7 months). Median TIL densities in the cancer and surrounding stroma were 25.8/mm 2 (IQR, 8.3-73.0) and 180.4/mm 2 (IQR, 69.6-342.8), respectively. Patients with stromal TIL density >342.5/mm 2 exhibited longer PFS (p = 0.012).

Cancer and stromal area TIL infiltration were generally low in R/M ACC. Higher stromal TIL infiltration was associated with a longer PFS with axitinib treatment.

论文信息

作者
Kim DH、Lim Y、Ock CY、Park G、Park S、Song H、Ma M、Mostafavi M
单位
Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea.South Korea
文献类型
II 期临床试验 · 多中心研究 · 非美国政府资助研究
期刊
Head & neck2023 Dec
原文标识
PubMed 37828867 · DOI 10.1002/hed.27537