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SPARC mRNA 表达与早期乳腺癌患者预后及新辅助化疗反应的相关性:一项汇总的计算机分析。

Association between SPARC mRNA expression, prognosis and response to neoadjuvant chemotherapy in early breast cancer: a pooled in-silico analysis.

机构信息

Breast Cancer Translational Research Laboratory, JC Heuson, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.

出版信息

PLoS One. 2013 Apr 26;8(4):e62451. doi: 10.1371/journal.pone.0062451. Print 2013.

Abstract

INTRODUCTION

SPARC is an important regulator of the extracellular matrix and has been suggested to improve delivery of albumin-bound cytotoxics. However, little is known regarding its role in breast cancer (BC).

METHODS

We conducted a pooled analysis of publically available datasets, in which BC patients who received no systemic therapy or received neoadjuvant chemotherapy were eligible. Patients were assigned to molecular subtypes using PAM-50. We computed a SPARC module (SPARC7), composed of genes with an absolute correlation with SPARC >0.7. In the systemically untreated cohort, we evaluated 1) expression of SPARC/SPARC7 according to breast cancer subtype, 2) association between SPARC/SPARC7 and biological processes related to proliferation, immune and stroma, and 3) association between SPARC/SPARC7 and relapse-free survival in a Cox model in all patients and in the different molecular subtypes adjusted for tumor size, nodal status, histological grade, and age. In the neoadjuvant cohort, we evaluated the association between SPARC and pCR in a logistic regression model, adjusted for the same clinicopathologic factors.

RESULTS

948 (10 datasets), and 791 (8 datasets) patients were included in the systemically untreated and neoadjuvant cohorts, respectively. High SPARC expression was associated with small tumor size, low histological grade and luminal-A tumors (all p<0.0001). There was a positive correlation between SPARC and stroma-related modules but negative correlation with proliferation modules. High SPARC expression was associated with poor prognosis in patients with basal and HER2+ breast cancer even after adjusting for clinicopathologic parameters. In the neoadjuvant cohort, a subgroup analysis suggested that high SPARC is associated with low rates of pCR in the HER2 subtype. Same results were observed on replacing SPARC by SPARC7.

CONCLUSION

This analysis suggests a potential role of SPARC in determining prognosis and response to primary chemotherapy in early BC. This information could guide further development of albumin-bound cytotoxics in BC.

摘要

简介

富含半胱氨酸的酸性分泌蛋白(SPARC)是细胞外基质的重要调节剂,被认为可以改善白蛋白结合细胞毒药物的递送。然而,关于其在乳腺癌(BC)中的作用知之甚少。

方法

我们对公共可用数据集进行了汇总分析,有资格入组的患者为未接受全身治疗或接受新辅助化疗的 BC 患者。患者使用 PAM-50 被分配到分子亚型。我们计算了一个由与 SPARC 的绝对相关性>0.7 的基因组成的 SPARC 模块(SPARC7)。在未接受全身治疗的队列中,我们评估了 1)根据乳腺癌亚型评估 SPARC/SPARC7 的表达,2)SPARC/SPARC7 与与增殖、免疫和基质相关的生物学过程之间的关联,以及 3)在所有患者和不同分子亚型的 Cox 模型中,在调整肿瘤大小、淋巴结状态、组织学分级和年龄后,SPARC/SPARC7 与无复发生存之间的关联。在新辅助队列中,我们在调整了相同临床病理因素的逻辑回归模型中评估了 SPARC 与 pCR 的关联。

结果

948 例(10 个数据集)和 791 例(8 个数据集)患者分别纳入未接受全身治疗和新辅助化疗的队列。高 SPARC 表达与肿瘤体积小、组织学分级低和 luminal-A 肿瘤相关(均 p<0.0001)。SPARC 与基质相关模块呈正相关,与增殖模块呈负相关。即使在调整临床病理参数后,高 SPARC 表达与基底和 HER2+乳腺癌患者的不良预后相关。在新辅助队列中,亚组分析表明,在 HER2 亚型中,高 SPARC 与 pCR 率低相关。用 SPARC7 替代 SPARC 也得到了同样的结果。

结论

这项分析表明,SPARC 在决定早期 BC 的预后和对原发性化疗的反应方面可能发挥作用。这些信息可以指导白蛋白结合细胞毒药物在 BC 中的进一步发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f518/3637211/9657ca619d0c/pone.0062451.g001.jpg

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