Kim Ga Ram, Ku You Jin, Cho Soon Gu, Kim Sei Joong, Min Byung Soh
Department of Radiology, Inha University Hospital, Inha University School of Medicine, Incheon, Korea.
Department of Surgery, Inha University Hospital, Inha University School of Medicine, Incheon, Korea.
Ann Surg Treat Res. 2017 Jul;93(1):18-26. doi: 10.4174/astr.2017.93.1.18. Epub 2017 Jun 26.
To evaluate whether the Breast Imaging Reporting and Data System (BI-RADS) MRI lexicon could reflect the genomic information of breast cancers and to suggest intuitive imaging features as biomarkers.
Matched breast MRI data from The Cancer Imaging Archive and gene expression profile from The Cancer Genome Atlas of 70 invasive breast cancers were analyzed. Magnetic resonance images were reviewed according to the BI-RADS MRI lexicon of mass morphology. The cancers were divided into 2 groups of gene clustering by gene set enrichment an alysis. Clinicopathologic and imaging characteristics were compared between the 2 groups.
The luminal subtype was predominant in the group 1 gene set and the triple-negative subtype was predominant in the group 2 gene set (55 of 56, 98.2% . 9 of 14, 64.3%). Internal enhancement descriptors were different between the 2 groups; heterogeneity was most frequent in group 1 (27 of 56, 48.2%) and rim enhancement was dominant in group 2 (10 of 14, 71.4%). In group 1, the gene sets related to mammary gland development were overexpressed whereas the gene sets related to mitotic cell division were overexpressed in group 2.
We identified intuitive imaging features of breast MRI associated with distinct gene expression profiles using the standard imaging variables of BI-RADS. The internal enhancement pattern on MRI might reflect specific gene expression profiles of breast cancers, which can be recognized by visual distinction.
评估乳腺影像报告和数据系统(BI-RADS)MRI词典能否反映乳腺癌的基因组信息,并提出直观的影像特征作为生物标志物。
分析了来自癌症影像存档库的匹配乳腺MRI数据以及来自癌症基因组图谱的70例浸润性乳腺癌的基因表达谱。根据BI-RADS MRI词典对肿块形态的磁共振图像进行评估。通过基因集富集分析将癌症分为2组基因聚类。比较两组之间的临床病理和影像特征。
在第1组基因集中管腔亚型占主导,在第2组基因集中三阴性亚型占主导(56例中的55例,98.2%;14例中的9例,64.3%)。两组之间的内部强化描述符不同;异质性在第1组中最常见(56例中的27例,48.2%),边缘强化在第2组中占主导(14例中的10例,71.4%)。在第1组中,与乳腺发育相关的基因集过度表达,而与有丝分裂细胞分裂相关的基因集在第2组中过度表达。
我们使用BI-RADS的标准影像变量确定了与不同基因表达谱相关的乳腺MRI直观影像特征。MRI上的内部强化模式可能反映乳腺癌的特定基因表达谱,可通过视觉区分识别。