Huang-Chun Lien, Chia-Lang Hsu, Yen-Shen Lu, Tom Wei-Wu Chen, I-Chun Chen, Yu-Chia Li, Chiun-Sheng Huang, Ann-Lii Cheng, Ching-Hung Lin
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Although previous transcriptomic and proteomic studies have reported subtype-related heterogeneity, the intracase transcriptomic alterations between metaplastic components and paired NST components, which are critical for understanding the pathogenesis underlying the metaplastic processes, remain unclear.</p><p><strong>Methods: </strong>Fifty-nine NST components and paired metaplastic components (spindle carcinomatous [SPS], matrix-producing, rhabdoid [RHA], and squamous carcinomatous [SQC] components) were microdissected from specimens obtained from 27 patients with MpBC for gene expression profiling using the NanoString Breast Cancer 360 Panel on a NanoString nCounter FLEX platform. BC360-defined signatures were scored using nSolver software.</p><p><strong>Results: </strong>Hierarchical clustering and principal component analysis revealed a heterogeneous gene expression profile (GEP) corresponding to the NST components, but the GEP of metaplastic components exhibited subtype dependence. Compared with the paired NST components, the SPS components demonstrated the upregulation of genes related to stem cells and epithelial-mesenchymal transition and displayed enrichment in claudin-low and macrophage signatures. Despite certain overlaps in the enriched functions and signatures between the RHA and SPS components, the specific differentially expressed genes differed. We observed the RHA-specific upregulation of genes associated with vascular endothelial growth factor signaling. The chondroid matrix-producing components demonstrated the upregulation of hypoxia-related genes and the downregulation of the immune-related MHC2 signature and the TIGIT gene. In the SQC components, TGF-β and genes associated with cell adhesion were upregulated. The differentially expressed genes among metaplastic components in the 22 MpBC cases with one or predominantly one metaplastic component clustered paired NST samples into clusters with correlation with their associated metaplastic types. These genes could be used to separate the 31 metaplastic components according to respective metaplastic types with an accuracy of 74.2%, suggesting that intrinsic signatures of NST may determine paired metaplastic type. Finally, the EMT activity and stem cell traits in the NST components were correlated with specimens displaying lymph node metastasis.</p><p><strong>Conclusions: </strong>We presented the distinct transcriptomic alterations underlying metaplasia into specific metaplastic components in MpBCs, which contributes to the understanding of the pathogenesis underlying morphologically distinct metaplasia in MpBCs.</p>","PeriodicalId":9283,"journal":{"name":"Breast Cancer Research : BCR","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9883935/pdf/","citationCount":"0","resultStr":"{\"title\":\"Transcriptomic alterations underlying metaplasia into specific metaplastic components in metaplastic breast carcinoma.\",\"authors\":\"Huang-Chun Lien, Chia-Lang Hsu, Yen-Shen Lu, Tom Wei-Wu Chen, I-Chun Chen, Yu-Chia Li, Chiun-Sheng Huang, Ann-Lii Cheng, Ching-Hung Lin\",\"doi\":\"10.1186/s13058-023-01608-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Metaplastic breast carcinoma (MpBC) typically consists of carcinoma of no special type (NST) with various metaplastic components. Although previous transcriptomic and proteomic studies have reported subtype-related heterogeneity, the intracase transcriptomic alterations between metaplastic components and paired NST components, which are critical for understanding the pathogenesis underlying the metaplastic processes, remain unclear.</p><p><strong>Methods: </strong>Fifty-nine NST components and paired metaplastic components (spindle carcinomatous [SPS], matrix-producing, rhabdoid [RHA], and squamous carcinomatous [SQC] components) were microdissected from specimens obtained from 27 patients with MpBC for gene expression profiling using the NanoString Breast Cancer 360 Panel on a NanoString nCounter FLEX platform. BC360-defined signatures were scored using nSolver software.</p><p><strong>Results: </strong>Hierarchical clustering and principal component analysis revealed a heterogeneous gene expression profile (GEP) corresponding to the NST components, but the GEP of metaplastic components exhibited subtype dependence. Compared with the paired NST components, the SPS components demonstrated the upregulation of genes related to stem cells and epithelial-mesenchymal transition and displayed enrichment in claudin-low and macrophage signatures. Despite certain overlaps in the enriched functions and signatures between the RHA and SPS components, the specific differentially expressed genes differed. We observed the RHA-specific upregulation of genes associated with vascular endothelial growth factor signaling. The chondroid matrix-producing components demonstrated the upregulation of hypoxia-related genes and the downregulation of the immune-related MHC2 signature and the TIGIT gene. In the SQC components, TGF-β and genes associated with cell adhesion were upregulated. The differentially expressed genes among metaplastic components in the 22 MpBC cases with one or predominantly one metaplastic component clustered paired NST samples into clusters with correlation with their associated metaplastic types. These genes could be used to separate the 31 metaplastic components according to respective metaplastic types with an accuracy of 74.2%, suggesting that intrinsic signatures of NST may determine paired metaplastic type. 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引用次数: 0
摘要
背景:化生性乳腺癌(MpBC)通常由无特殊类型的癌(NST)组成,具有各种化生成分。尽管先前的转录组学和蛋白质组学研究已经报道了亚型相关的异质性,但对于理解化生过程的发病机制至关重要的化生组分和配对NST组分之间的酶内转录组学改变仍不清楚。方法:使用NanoString nCounter FLEX平台上的NanoString Breast Cancer 360 Panel,从27例MpBC患者的标本中显微解剖59个NST成分和配对的化生成分(梭形癌[SPS]、基质生成、横纹肌[RHA]和鳞状癌[SQC]成分),进行基因表达谱分析。使用nSolver软件对bc360定义的签名进行评分。结果:层次聚类和主成分分析显示,NST成分具有异质基因表达谱(GEP),而化生成分的GEP具有亚型依赖性。与配对的NST组分相比,SPS组分表现出与干细胞和上皮-间质转化相关的基因上调,并在cladin -low和巨噬细胞特征中表现出富集。尽管RHA和SPS成分在富集功能和特征上有一定的重叠,但具体的差异表达基因是不同的。我们观察到与血管内皮生长因子信号相关的基因的rhaa特异性上调。软骨基质生成组分显示缺氧相关基因上调,免疫相关MHC2信号和TIGIT基因下调。在SQC成分中,TGF-β和与细胞粘附相关的基因上调。在22例有一种或主要一种化生成分的MpBC病例中,化生成分之间的差异表达基因将配对的NST样本聚集成与其相关的化生类型相关的集群。这些基因可以根据各自的化生类型分离31个化生成分,准确率为74.2%,表明NST的内在特征可能决定配对的化生类型。最后,NST成分中的EMT活性和干细胞特性与淋巴结转移相关。结论:我们在mpbc中发现了不同的转录组改变导致的化生转化为特定的化生成分,这有助于理解mpbc中不同形态化生的发病机制。
Transcriptomic alterations underlying metaplasia into specific metaplastic components in metaplastic breast carcinoma.
Background: Metaplastic breast carcinoma (MpBC) typically consists of carcinoma of no special type (NST) with various metaplastic components. Although previous transcriptomic and proteomic studies have reported subtype-related heterogeneity, the intracase transcriptomic alterations between metaplastic components and paired NST components, which are critical for understanding the pathogenesis underlying the metaplastic processes, remain unclear.
Methods: Fifty-nine NST components and paired metaplastic components (spindle carcinomatous [SPS], matrix-producing, rhabdoid [RHA], and squamous carcinomatous [SQC] components) were microdissected from specimens obtained from 27 patients with MpBC for gene expression profiling using the NanoString Breast Cancer 360 Panel on a NanoString nCounter FLEX platform. BC360-defined signatures were scored using nSolver software.
Results: Hierarchical clustering and principal component analysis revealed a heterogeneous gene expression profile (GEP) corresponding to the NST components, but the GEP of metaplastic components exhibited subtype dependence. Compared with the paired NST components, the SPS components demonstrated the upregulation of genes related to stem cells and epithelial-mesenchymal transition and displayed enrichment in claudin-low and macrophage signatures. Despite certain overlaps in the enriched functions and signatures between the RHA and SPS components, the specific differentially expressed genes differed. We observed the RHA-specific upregulation of genes associated with vascular endothelial growth factor signaling. The chondroid matrix-producing components demonstrated the upregulation of hypoxia-related genes and the downregulation of the immune-related MHC2 signature and the TIGIT gene. In the SQC components, TGF-β and genes associated with cell adhesion were upregulated. The differentially expressed genes among metaplastic components in the 22 MpBC cases with one or predominantly one metaplastic component clustered paired NST samples into clusters with correlation with their associated metaplastic types. These genes could be used to separate the 31 metaplastic components according to respective metaplastic types with an accuracy of 74.2%, suggesting that intrinsic signatures of NST may determine paired metaplastic type. Finally, the EMT activity and stem cell traits in the NST components were correlated with specimens displaying lymph node metastasis.
Conclusions: We presented the distinct transcriptomic alterations underlying metaplasia into specific metaplastic components in MpBCs, which contributes to the understanding of the pathogenesis underlying morphologically distinct metaplasia in MpBCs.