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多重免疫组化与高通量图像分析用于评估人乳腺癌肿瘤免疫细胞空间标志物

英文原题:Multiplex immunohistochemistry and high-throughput image analysis for evaluation of spatial tumor immune cell markers in human breast cancer.

PubMed 2022/01/01(内容时间) Cancer Biomark Q4 · IF 1.8(JCR 2025)

研究概要

高级别和低级别乳腺癌表现出不同的免疫反应,这可能具有临床意义。本研究建立的多重成像定量策略可靠、成本效益高,适用于常规实验室环境中的高通量组织生物标志物研究,尤其是使用存档石蜡组织的回顾性和基于人群的研究。

研究思路结论见上方概要

空间TIL(肿瘤浸润淋巴细胞)(TILs)亚群的临床病理学意义尚未得到充分研究,原因是缺乏适用于大样本人类研究的高通量可扩展方法。

建立一种循环荧光多重免疫组织化学(mIHC/IF)方法,结合计算机辅助的高通量定量分析,以评估六种TIL标志物(CD3、CD8、CD20、CD56、FOXP3和PD-L1)与乳腺癌临床病理因素之间的关联。

我们的5-plex mIHC/IF染色被证明是可靠的,并且对每张组织切片标记三个生物标志物具有高灵敏度。通过重复的5-plex mIHC/IF染色循环,每张单张组织切片可检测到超过12个生物标志物。使用开源软件CellProfiler,成功开发了用于高通量多重评估肿瘤内和间质TILs的测量流程。

在对Nashville乳腺健康研究中188份乳腺癌样本的分析中,与低级别肿瘤相比,高级别肿瘤显示肿瘤内CD3+CD8+细胞毒性T淋巴细胞密度显著增加(P= 0.0008,错误发现率(FDR)校正P= 0.0168)以及肿瘤内PD-L1表达显著增加(P= 0.0061,FDR校正P= 0.0602)。

展开英文摘要原文

BACKGROUND: The clinicopathological significance of spatial tumor-infiltrating lymphocytes (TILs) subpopulations is not well studied due to lack of high-throughput scalable methodology for studies with large human sample sizes. OBJECTIVE: Establishing a cyclic fluorescent multiplex immunohistochemistry (mIHC/IF) method coupled with computer-assisted high-throughput quantitative analysis to evaluate associations of six TIL markers (CD3, CD8, CD20, CD56, FOXP3, and PD-L1) with clinicopathological factors of breast cancer. METHODS: Our 5-plex mIHC/IF staining was shown to be reliable and highly sensitive for labeling three biomarkers per tissue section. Through repetitive cycles of 5-plex mIHC/IF staining, more than 12 biomarkers could be detected per single tissue section. Using open-source software CellProfiler, the measurement pipelines were successfully developed for high-throughput multiplex evaluation of intratumoral and stromal TILs. RESULTS: In analyses of 188 breast cancer samples from the Nashville Breast Health Study, high-grade tumors showed significantly increased intratumoral CD3+CD8+ cytotoxic T lymphocyte density (P= 0.0008, false discovery rate (FDR) adjusted P= 0.0168) and intratumoral PD-L1 expression (P= 0.0061, FDR adjusted P= 0.0602) compared with low-grade tumors. CONCLUSIONS: The high- and low-grade breast cancers exhibit differential immune responses which may have clinical significance. The multiplexed imaging quantification strategies established in this study are reliable, cost-efficient and applicable in regular laboratory settings for high-throughput tissue biomarker studies, especially retrospective and population-based studies using archived paraffin tissues.

论文信息

作者
Su T、Wang S、Huang S、Cai H、McKinley ET、Beeghly-Fadiel A、Zheng W、Shu XO
单位
Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA.United States
期刊
Cancer biomarkers : section A of Disease markers2022
原文标识
PubMed 36093688 · DOI 10.3233/CBM-220071