Gopalakrishnan Kalpana, Teitelbaum Susan L, Wetmur James, Manservisi Fabiana, Falcioni Laura, Panzacchi Simona, Gnudi Federica, Belpoggi Fiorella, Chen Jia
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, Box 1057, 1 Gustave Levy Place, New York, NY, 10029, USA.
Department of Microbiology, Icahn School of Medicine at Mount Sinai, Box 1054, 1 Gustave Levy Place, New York, NY, 10029, USA.
J Mammary Gland Biol Neoplasia. 2018 Sep;23(3):149-163. doi: 10.1007/s10911-018-9401-7. Epub 2018 Jun 28.
Breast development occurs through well-defined stages representing 'windows of susceptibility' to adverse environmental exposures that potentially modify breast cancer risk. Systematic characterization of morphology and transcriptome during normal breast development lays the foundation of our understanding of cancer etiology. We examined mammary glands in female Sprague Dawley rats across six developmental stages - pre-pubertal, peri-pubertal, pubertal, lactation, adult parous and adult nulliparous. We investigated histology by Hematoxylin and Eosin and Mallory's Trichrome stain, proliferative and apoptotic rate by immunohistochemistry and whole-transcriptome by microarrays. We identified differentially expressed genes between adjacent developmental stages by linear models, underlying pathways by gene ontology analysis and gene networks and hubs active across developmental stages by coexpression network analysis. Mammary gland development was associated with large-scale changes in the transcriptome; particularly from pre-pubertal to peri-pubertal period and the lactation period were characterized by distinct patterns of gene expression with unique biological functions such as immune processes during pre-pubertal development and cholesterol biosynthesis during lactation. These changes were reflective of the shift in mammary gland histology, from a rudimentary organ during early stages to a secretory organ during lactation followed by regression with age. Hub genes within mammary gene networks included metabolic genes such as Pparg during the pre-pubertal stage and tight junction-related genes claudins and occludins in lactating mammary glands. Transcriptome profile paired with histology enhanced our understanding of mammary development, which is fundamental in understanding the etiologic mechanism of breast cancer, especially pertaining to windows of susceptibility to environmental exposures that may alter breast cancer risk.
乳腺发育通过明确的阶段进行,这些阶段代表了对可能改变乳腺癌风险的不良环境暴露的“易感性窗口”。正常乳腺发育过程中形态学和转录组的系统表征为我们理解癌症病因奠定了基础。我们检查了雌性斯普拉格-道利大鼠在六个发育阶段的乳腺——青春期前、青春期前后、青春期、哺乳期、成年经产和成年未育。我们通过苏木精和伊红染色以及马洛里三色染色研究组织学,通过免疫组织化学研究增殖和凋亡率,并通过微阵列研究全转录组。我们通过线性模型确定相邻发育阶段之间差异表达的基因,通过基因本体分析确定潜在途径,并通过共表达网络分析确定在整个发育阶段活跃的基因网络和枢纽。乳腺发育与转录组的大规模变化相关;特别是从青春期前到青春期前后以及哺乳期,其特征是具有独特生物学功能的不同基因表达模式,如青春期前发育期间的免疫过程和哺乳期的胆固醇生物合成。这些变化反映了乳腺组织学的转变,从早期的原始器官到哺乳期的分泌器官,随后随着年龄增长而退化。乳腺基因网络中的枢纽基因包括青春期前阶段的代谢基因如过氧化物酶体增殖物激活受体γ(Pparg)以及哺乳期乳腺中与紧密连接相关的基因闭合蛋白和闭合小环蛋白。转录组图谱与组织学相结合增强了我们对乳腺发育的理解,这对于理解乳腺癌的病因机制至关重要,尤其是与可能改变乳腺癌风险的环境暴露易感性窗口有关。