Department of Cancer Biology, Vanderbilt-Ingram Comprehensive Cancer Center, Vanderbilt University, Nashville, Tennessee, USA.
Clin Cancer Res. 2011 Apr 1;17(7):2024-34. doi: 10.1158/1078-0432.CCR-10-2567. Epub 2011 Feb 23.
Although most patients with estrogen receptor α (ER)-positive breast cancer initially respond to endocrine therapy, many ultimately develop resistance to antiestrogens. However, mechanisms of antiestrogen resistance and biomarkers predictive of such resistance are underdeveloped.
We adapted four ER(+) human breast cancer cell lines to grow in an estrogen-depleted medium. A gene signature of estrogen independence was developed by comparing expression profiles of long-term estrogen-deprived (LTED) cells to their parental counterparts. We evaluated the ability of the LTED signature to predict tumor response to neoadjuvant therapy with an aromatase inhibitor and disease outcome following adjuvant tamoxifen. We utilized Gene Set Analysis (GSA) of LTED cell gene expression profiles and a loss-of-function approach to identify pathways causally associated with resistance to endocrine therapy.
The LTED gene expression signature was predictive of high tumor cell proliferation following neoadjuvant therapy with anastrozole and letrozole, each in different patient cohorts. This signature was also predictive of poor recurrence-free survival in two studies of patients treated with adjuvant tamoxifen. Bioinformatic interrogation of expression profiles in LTED cells revealed a signature of MYC activation. The MYC activation signature and high MYC protein levels were both predictive of poor outcome following tamoxifen therapy. Finally, knockdown of MYC inhibited LTED cell growth.
A gene expression signature derived from ER(+) breast cancer cells with acquired hormone independence predicted tumor response to aromatase inhibitors and associated with clinical markers of resistance to tamoxifen. Activation of the MYC pathway was associated with this resistance.
尽管大多数雌激素受体 α(ER)阳性乳腺癌患者最初对内分泌治疗有反应,但许多患者最终会对抗雌激素产生耐药性。然而,抗雌激素耐药的机制和预测这种耐药性的生物标志物仍不发达。
我们将四种 ER(+)人乳腺癌细胞系适应在雌激素耗尽的培养基中生长。通过比较长期雌激素剥夺(LTED)细胞与亲本细胞的表达谱,开发了一种雌激素独立性的基因特征。我们评估了 LTED 特征预测肿瘤对芳香酶抑制剂新辅助治疗的反应能力以及对辅助他莫昔芬治疗后的疾病结局。我们利用 LTED 细胞基因表达谱的基因集分析(GSA)和功能丧失方法来鉴定与内分泌治疗耐药性相关的因果途径。
LTED 基因表达特征可预测新辅助治疗用阿那曲唑和来曲唑后肿瘤细胞增殖高,每个患者队列都不同。该特征还可预测接受辅助他莫昔芬治疗的两项研究中无复发生存率差。在 LTED 细胞中进行表达谱的生物信息学分析揭示了 MYC 激活的特征。MYC 激活特征和高 MYC 蛋白水平均可预测他莫昔芬治疗后的不良预后。最后,MYC 的敲低抑制了 LTED 细胞的生长。
从获得激素独立性的 ER(+)乳腺癌细胞中获得的基因表达特征可预测芳香酶抑制剂的肿瘤反应,并与他莫昔芬耐药的临床标志物相关。MYC 通路的激活与这种耐药性相关。