The conflicting prognostic role of the stroma-ratio in breast cancer molecular subtypes.

IF 7.1 1区 医学 Q1 PATHOLOGY
Suzan F Ghannam, Shorouk Makhlouf, Mansour Alsaleem, Catrin Sian Rutland, Cinzia Allegrucci, Nigel P Mongan, Emad Rakha
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Abstract

The tumor microenvironment plays a key role in tumor progression. The proportion of the stroma to tumor cells (stroma-tumor ratio (STR)) has a variable prognostic significance in breast cancer (BC) molecular classes. In this study, we evaluated the mechanisms of stroma formation and composition in different molecular subtypes which could explain the different prognostic values. This study interrogated two large well-characterized BC cohorts. Firstly, an in-house BC cohort (n=822) encompassing all BC molecular subtypes from the Nottingham series was used. In each subtype, stromal assessment was carried out and tumors were assigned to two groups: high and low STR, and further correlation with tumor characteristics and patient outcomes was investigated. The contribution of tumor-infiltrating lymphocytes (TILs) to the stroma has also been studied. Secondly, the public domain dataset (The Cancer Genome Atlas data (TCGA), n=978) was used as a validation cohort and for differential gene expression (DGE) analysis. DGE was performed to identify a set of genes associated with high STR in the three main molecular subtypes. High STR was associated with favorable patient outcomes in the whole cohort and in the luminal subtype, whereas high STR showed an association with poor outcome in TNBC. No association with outcome was found in the HER2 enriched BC. DGE analysis identified various pathways in luminal and TNBC subtypes, with immune upregulation and hypoxia pathways enriched in TNBC, and pathways related to fibrosis and stromal remodeling enriched in the luminal group instead. Low STR accompanied by high TILs was shown to carry the most favorable prognosis in TNBC. In line with the DGE results, TILs played a major prognostic role in the stroma of TNBC, but not in the luminal or HER2-enriched subtypes. The underlying molecular mechanisms and composition of the stroma in BC are variable in the molecular subtypes and explain the difference in its prognostic significance.

乳腺癌分子亚型中基质比率的预后作用相互矛盾。
肿瘤微环境在肿瘤进展中起着关键作用。基质与肿瘤细胞的比例(基质-肿瘤比值(STR))在乳腺癌(BC)分子分型中具有不同的预后意义。在本研究中,我们评估了不同分子亚型的基质形成和组成机制,这可以解释不同的预后价值。本研究调查了两个大型的特征明确的BC队列。首先,研究人员使用了诺丁汉大学的内部 BC 队列(n=822),其中包括所有 BC 分子亚型。在每个亚型中,都进行了基质评估,并将肿瘤分为两组:高STR组和低STR组,进一步研究了肿瘤特征和患者预后的相关性。此外,还研究了肿瘤浸润淋巴细胞(TILs)对基质的贡献。其次,将公共数据集(癌症基因组图谱数据(TCGA),n=978)用作验证队列和差异基因表达(DGE)分析。通过 DGE 分析,确定了三个主要分子亚型中与高 STR 相关的一组基因。在整个队列和管腔亚型中,高STR与患者的良好预后相关,而在TNBC中,高STR与不良预后相关。在HER2富集的BC中没有发现与预后相关的因素。DGE分析确定了管腔亚型和TNBC亚型中的各种通路,TNBC中富含免疫上调和缺氧通路,而管腔组则富含与纤维化和基质重塑相关的通路。在 TNBC 中,低 STR 伴有高 TILs 的预后最为有利。与DGE结果一致,TILs在TNBC的基质中起着重要的预后作用,但在管腔型或HER2富集亚型中则不起作用。在不同的分子亚型中,BC基质的潜在分子机制和组成各不相同,这也是其预后意义不同的原因。
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来源期刊
Modern Pathology
Modern Pathology 医学-病理学
CiteScore
14.30
自引率
2.70%
发文量
174
审稿时长
18 days
期刊介绍: Modern Pathology, an international journal under the ownership of The United States & Canadian Academy of Pathology (USCAP), serves as an authoritative platform for publishing top-tier clinical and translational research studies in pathology. Original manuscripts are the primary focus of Modern Pathology, complemented by impactful editorials, reviews, and practice guidelines covering all facets of precision diagnostics in human pathology. The journal's scope includes advancements in molecular diagnostics and genomic classifications of diseases, breakthroughs in immune-oncology, computational science, applied bioinformatics, and digital pathology.
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