Comparative genomic hybridisation and transcriptome microarray analysis in triple negative breast cancer: An INDIAN study.

IF 2 Q3 ONCOLOGY
Hemangini Vora , Mansi Desai , Ghanshyam Patel , Nupur Patel , Prabhudas Patel
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引用次数: 0

Abstract

Triple-negative breast cancer (TNBC), which accounts for approximately 15–20% of all breast cancers, defined as lack of expression of estrogen receptor, progesterone receptor and Her-2 neu receptors. TNBC has two subtypes basal like and non-basal like, the former characterised by aggressive biology with limited therapeutic options. This study explored molecular markers involved in pathogenesis of TNBC and investigated novel potential diagnostic and therapeutic targets by CGH array and transcriptome array. aCGH analysis in TNBC demonstrated genes amplified were 3888, number of pathway hits was 1554 and major pathways amplified was found to be WNT signalling pathway and Cadherin signalling pathway. Among all metastatic sites and remission, activation of WNT signalling pathway is commonly observed. TNBC exhibited 1486 copy number variations (CNVR) which is approximately 250 times higher than controls. More than 20 CNVR was observed in all chromosomes and more than 80 CNVR was observed in Chr 1 to Chr 4, Chr 7, Chr 11 and Chr X. Common CNVR associated with amplified regions in Chr 22, Chr 14, Chr 8 and Chr 2 was observed in TNBC and CNVR associated with Chr 22q11.22–23, Chr 6p21.32–33, Chr11q12.2, Chr14q32.22–23, Chr 8p11.22–23, was observed in metastatic disease. In transcriptome array analysis a total of 11,359 differentially expressed genes with fold change 2.0 were in observed in TNBC comprise of 7639 upregulated genes and 3720 downregulated genes. Further, with fold change 10, 1526 upregulated genes and 839 down regulated genes were identified. Panther pathway analysis identified the main pathways of upregulated genes were Wnt signalling pathway, Integrin signalling pathway and Cadherin signalling pathway. The main pathways of down regulated genes were Inflammation mediated by chemokine and cytokine signalling pathways. PPI network shows that COL12A1, COL6A3, FN1, MMP3, WNT5A were key upregulated genes and ITGB7, PTPRC, ITGA4, LCK and CD247 were key down regulated genes. Cytoscape analysis followed by multiple list comparator tool identified top 5 significant hub genes were FN1, MMP3, COLL11A1, COL12A1 and COL3A1. The significant pathway genes obtained by CGH array and transcriptome array when compared, exhibited 5 common genes COL4A1, FN1, COL6A3, COL5A2 and PCDH7. These genes were not overexpressed in Controls and therefore involved in pathogenesis of TNBC. Expressions of these genes were validated by studying protein expression by immunohistochemistry. FN1 and COL6A3 protein over expression predicted worse DFS in TNBC and can be considered as therapeutic targets at diagnosis to reduce the disease metastases. These findings provide new insights into the pathogenesis of TNBC and guide for selection of targets related to diagnosis, prognosis and prediction of treatment in TNBC.

三阴性乳腺癌的比较基因组杂交和转录组微阵列分析:一项印度研究。
三阴性乳腺癌(TNBC),约占所有乳腺癌的15-20%,定义为雌激素受体、孕激素受体和Her-2新受体缺乏表达。TNBC有基底样和非基底样两种亚型,前者具有侵袭性生物学特征,治疗选择有限。本研究通过CGH阵列和转录组阵列探索TNBC发病机制中的分子标记,探索新的潜在诊断和治疗靶点。在TNBC中,aCGH分析显示扩增基因3888个,通路命中数1554个,扩增的主要通路为WNT信号通路和Cadherin信号通路。在所有转移部位和缓解中,通常观察到WNT信号通路的激活。TNBC表现出1486个拷贝数变异(CNVR),约为对照组的250倍。在所有染色体中观察到超过20个CNVR,在Chr1至Chr 4、Chr 7、Chr11和Chr x中观察到超过80个CNVR。在TNBC中观察到与Chr 22、Chr14、Chr 8和Chr 2扩增区域相关的CNVR,在转移性疾病中观察到与Chr 22q11.22-23、Chr 6p21.32-33、Chr11q12.2、Chr14q32.22-23、Chr 8p11.22-23相关的CNVR。通过转录组阵列分析,在TNBC中共观察到11359个差异表达基因,其倍数变化为2.0,其中上调基因7639个,下调基因3720个。此外,在fold change中鉴定出10,1526个上调基因和839个下调基因。Panther通路分析发现上调基因的主要通路为Wnt信号通路、Integrin信号通路和Cadherin信号通路。下调基因的主要途径是趋化因子介导的炎症和细胞因子信号通路。PPI网络显示,COL12A1、COL6A3、FN1、MMP3、WNT5A为关键上调基因,ITGB7、PTPRC、ITGA4、LCK和CD247为关键下调基因。采用多列表比较工具进行细胞景观分析,发现前5个显著枢纽基因分别为FN1、MMP3、COLL11A1、COL12A1和COL3A1。通过比较CGH阵列和转录组阵列获得的重要通路基因,共有5个基因COL4A1、FN1、COL6A3、COL5A2和PCDH7。这些基因在对照组中没有过度表达,因此参与了TNBC的发病机制。通过免疫组化研究蛋白表达,验证了这些基因的表达。FN1和COL6A3蛋白过表达预示TNBC患者DFS恶化,可作为诊断时减少疾病转移的治疗靶点。这些发现为TNBC的发病机制提供了新的认识,并为TNBC的诊断、预后和治疗预测相关靶点的选择提供了指导。
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来源期刊
Advances in cancer biology - metastasis
Advances in cancer biology - metastasis Cancer Research, Oncology
CiteScore
2.40
自引率
0.00%
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0
审稿时长
103 days
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