Shah Osama Shiraz, Chen Fangyuan, Wedn Abdalla, Kashiparekh Anokhi, Knapick Beth, Chen Jian, Savariau Laura, Clifford Ben, Hooda Jagmohan, Christgen Matthias, Xavier Jenny, Oesterreich Steffi, Lee Adrian V
bioRxiv. 2023 Dec 12:2023.09.26.559548. doi: 10.1101/2023.09.26.559548.
Invasive lobular carcinoma (ILC), the most common histological "special type", accounts for ∼10-15% of all BC diagnoses, is characterized by unique features such as E-cadherin loss/deficiency, lower grade, hormone receptor positivity, larger diffuse tumors, and specific metastatic patterns. Despite ILC being acknowledged as a disease with distinct biology that necessitates specialized and precision medicine treatments, the further exploration of its molecular alterations with the goal of discovering new treatments has been hindered due to the scarcity of well-characterized cell line models for studying this disease. To address this, we generated the ILC Cell Line Encyclopedia (ICLE), providing a comprehensive multi-omic characterization of ILC and ILC-like cell lines. Using consensus multi-omic subtyping, we confirmed luminal status of previously established ILC cell lines and uncovered additional ILC/ILC-like cell lines with luminal features for modeling ILC disease. Furthermore, most of these luminal ILC/ILC-like cell lines also showed RNA and copy number similarity to ILC patient tumors. Similarly, ILC/ILC-like cell lines also retained molecular alterations in key ILC genes at similar frequency to both primary and metastatic ILC tumors. Importantly, ILC/ILC-like cell lines recapitulated the alteration landscape of ILC patient tumors including enrichment of truncating mutations in and biallelic inactivation of gene. Using whole-genome optical mapping, we uncovered novel genomic-rearrangements including novel structural variations in and functional gene fusions and characterized breast cancer specific patterns of chromothripsis in chromosomes 8, 11 and 17. In addition, we systematically analyzed aberrant DNAm events and integrative analysis with RNA expression revealed epigenetic activation of - an emerging biomarker of lobular disease that is preferentially expressed in lobular disease. Finally, towards the goal of identifying novel druggable vulnerabilities in ILC, we analyzed publicly available RNAi loss of function breast cancer cell line datasets and revealed numerous putative vulnerabilities cytoskeletal components, focal adhesion and PI3K/AKT pathway in ILC/ILC-like vs NST cell lines. In summary, we addressed the lack of suitable models to study E-cadherin deficient breast cancers by first collecting both established and putative ILC models, then characterizing them comprehensively to show their molecular similarity to patient tumors along with uncovering their novel multi-omic features as well as highlighting putative novel druggable vulnerabilities. Not only we expand the array of suitable E-cadherin deficient cell lines available for modelling human-ILC disease but also employ them for studying epigenetic activation of a putative lobular biomarker as well as identifying potential druggable vulnerabilities for this disease towards enabling precision medicine research for human-ILC.
浸润性小叶癌(ILC)是最常见的组织学“特殊类型”,占所有乳腺癌诊断病例的10% - 15%,其特征包括独特的特点,如E - 钙黏蛋白缺失/缺陷、低级别、激素受体阳性、较大的弥漫性肿瘤以及特定的转移模式。尽管ILC被认为是一种具有独特生物学特性的疾病,需要专门的精准医学治疗,但由于缺乏用于研究该疾病的充分表征的细胞系模型,阻碍了对其分子改变进行进一步探索以发现新的治疗方法。为了解决这个问题,我们生成了ILC细胞系百科全书(ICLE),提供了ILC和ILC样细胞系的全面多组学表征。使用共识多组学亚型分析,我们确认了先前建立的ILC细胞系的管腔状态,并发现了其他具有管腔特征的ILC/ILC样细胞系用于模拟ILC疾病。此外,这些管腔ILC/ILC样细胞系中的大多数在RNA和拷贝数方面也与ILC患者肿瘤相似。同样,ILC/ILC样细胞系在关键ILC基因中的分子改变频率与原发性和转移性ILC肿瘤相似。重要的是,ILC/ILC样细胞系重现了ILC患者肿瘤的改变图谱,包括基因的截断突变富集和双等位基因失活。使用全基因组光学图谱,我们发现了新的基因组重排,包括和功能基因融合中的新结构变异,并表征了8号、11号和17号染色体上乳腺癌特异性的染色体碎裂模式。此外,我们系统地分析了异常的DNA甲基化事件,并与RNA表达进行综合分析,揭示了的表观遗传激活——一种小叶疾病的新兴生物标志物,在小叶疾病中优先表达。最后,为了确定ILC中新的可药物靶向的弱点,我们分析了公开可用的RNAi功能丧失乳腺癌细胞系数据集,并揭示了ILC/ILC样与非特殊类型(NST)细胞系中细胞骨架成分、黏着斑和PI3K/AKT途径的许多假定弱点。总之,我们通过首先收集已建立的和假定的ILC模型,然后对它们进行全面表征,以显示它们与患者肿瘤的分子相似性,同时揭示它们新的多组学特征以及突出假定的新的可药物靶向的弱点,解决了缺乏合适模型来研究E - 钙黏蛋白缺陷型乳腺癌的问题。我们不仅扩展了可用于模拟人类ILC疾病的合适的E - 钙黏蛋白缺陷细胞系阵列,还将它们用于研究假定的小叶生物标志物的表观遗传激活以及确定该疾病的潜在可药物靶向的弱点,以推动人类ILC的精准医学研究。