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免疫浸润多样性赋予滤泡性淋巴瘤良好预后

英文原题:Immune infiltrate diversity confers a good prognosis in follicular lymphoma.

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Immune infiltrate diversity confers a good prognosis in follicular lymphoma.

PubMed 2021/04/30(内容时间) Cancer Immunol Immunother Q1 · IF 5.8(JCR 2025)

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研究概要

多重免疫荧光和 Shannon 熵能够客观量化 FL 中的免疫浸润多样性并生成预后信息。这种自动化方法值得在额外的 FL 队列中进行验证,其作为治疗前生物标志物以识别高风险患者的适用性应进一步探索。本研究生成的多重图像数据集已公开共享,以鼓励对 FL 微环境的进一步研究。

研究思路结论见上方概要

滤泡性淋巴瘤(FL)的预后受肿瘤微环境组成的影响。我们测试了一种自动化方法,定量评估表型和空间免疫浸润多样性,作为FL患者的预后生物标志物。

诊断性活检样本收集自127例初治接受利妥昔单抗为基础的治疗(52%)、放疗(28%)或积极监测(20%)的FL患者。构建组织微阵列并使用多重免疫荧光染色(CD4、CD8、FOXP3、CD21、PD-1、CD68和DAPI)。随后,切片进行自动化细胞评分和空间相互作用分析,空间相互作用定义为在30 μm范围内共出现的细胞。Shannon熵是一种描述生态栖息地物种生物多样性的指标,被用于量化细胞类型和空间相互作用的免疫浸润多样性。免疫浸润多样性指数在多变量Cox回归和Kaplan-Meier分析中针对总生存期(OS)和无进展生存期(PFS)进行检验。

细胞类型多样性增加(HR = 0.19 95% CI 0.06-0.65,p = 0.008)和细胞空间相互作用增加(HR = 0.39,95% CI 0.20-0.75,p = 0.005)与有利的OS相关,且独立于滤泡性淋巴瘤国际预后指数。在利妥昔单抗治疗亚组中,多样性与PFS之间的有利趋势未达到统计学显著性。

展开英文摘要原文

Follicular lymphoma (FL) prognosis is influenced by the composition of the tumour microenvironment. We tested an automated approach to quantitatively assess the phenotypic and spatial immune infiltrate diversity as a prognostic biomarker for FL patients.

Diagnostic biopsies were collected from 127 FL patients initially treated with rituximab-based therapy (52%), radiotherapy (28%), or active surveillance (20%). Tissue microarrays were constructed and stained using multiplex immunofluorescence (CD4, CD8, FOXP3, CD21, PD-1, CD68, and DAPI). Subsequently, sections underwent automated cell scoring and analysis of spatial interactions, defined as cells co-occurring within 30 μm. Shannon's entropy, a metric describing species biodiversity in ecological habitats, was applied to quantify immune infiltrate diversity of cell types and spatial interactions. Immune infiltrate diversity indices were tested in multivariable Cox regression and Kaplan-Meier analysis for overall (OS) and progression-free survival (PFS).

Increased diversity of cell types (HR = 0.19 95% CI 0.06-0.65, p = 0.008) and cell spatial interactions (HR = 0.39, 95% CI 0.20-0.75, p = 0.005) was associated with favourable OS, independent of the Follicular Lymphoma International Prognostic Index. In the rituximab-treated subset, the favourable trend between diversity and PFS did not reach statistical significance.

Multiplex immunofluorescence and Shannon's entropy can objectively quantify immune infiltrate diversity and generate prognostic information in FL. This automated approach warrants validation in additional FL cohorts, and its applicability as a pre-treatment biomarker to identify high-risk patients should be further explored. The multiplex image dataset generated by this study is shared publicly to encourage further research on the FL microenvironment.

论文信息

作者
Tsakiroglou AM、Astley S、Dave M、Fergie M、Harkness E、Rosenberg A、Sperrin M、West C
第一作者单位
Division of Cancer Sciences, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK.United Kingdom
通讯作者单位
Division of Cancer Sciences, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK. Kim.Linton@manchester.ac.uk.United Kingdom
期刊
Cancer immunology, immunotherapy : CII2021 Dec
原文标识
PubMed 33929583 · DOI 10.1007/s00262-021-02945-0