Breast Surgical Oncology, MD Anderson Cancer Center, Houston, TX, USA.
Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA.
BMC Cancer. 2022 Mar 17;22(1):282. doi: 10.1186/s12885-022-09353-2.
Although targeting of the cholesterol pathway by statins prevents breast cancer development in mouse models, efficacy is not absolute. Therefore, the goal of this study is to investigate if the upregulation in the cholesterol biosynthesis pathway genes associates with response to statin chemoprevention and may potentially be used as response biomarkers.
Expression of cholesterol biosynthesis pathway genes was initially derived from the RNA sequencing of MCF10A cell line- based breast cancer progression model system and subsequently validated by quantitative PCR assay. Response to fluvastatin was assessed in vitro using the MCF10A cell line model system, including a statin resistant cell line that was generated (MCF10.AT1-R), and measured using colony forming assays. In vivo efficacy of statin for chemoprevention was assessed in the SV40C3 TAg mouse model. Mammary tumors were identified by histologic analysis of the mammary glands. Mammary glands without histologic evidence of high-grade lesions (in situ and/or invasive carcinoma) were considered responsive to statin treatment.
We found more than 70% of a published multi-gene fluvastatin resistance signature to be significantly upregulated during breast cancer progression and inversely correlated with statin inhibition of cellular growth and proliferation. This inherent statin resistance gene signature was also largely shared with the signature of acquired resistance to fluvastatin in MCF10.AT1-R cell line model of acquired statin resistance. These inherent resistance genes and genes exclusive to acquired statin resistance map to steroid-, and terpenoid backbone- biosynthesis pathway. We found upregulation of ~ 80% of cholesterol biosynthesis pathway genes in the tumor bearing mammary glands of SV40 C3TAg transgenic mouse model of TNBC, suggesting the involvement of cholesterol biosynthesis pathway in resistance to statin chemoprevention in vivo. A panel of 13-genes from the pathway significantly associated with response to statin treatment, as did the expression level of HMGCR alone in a mouse model of breast cancer suggesting their utility to predict the efficacy of statin chemoprevention.
High basal level, or restorative upregulation, in the cholesterol biosynthesis pathway genes appear to be strongly associated with resistance to statin chemoprevention for breast cancer and may serve as a biomarker to tailor statin treatment to individuals who are most likely to benefit.
尽管通过他汀类药物靶向胆固醇途径可预防小鼠模型中的乳腺癌发生,但疗效并非绝对。因此,本研究的目的是探讨胆固醇生物合成途径基因的上调是否与他汀类药物化学预防的反应相关,并可能潜在地用作反应生物标志物。
首先从 MCF10A 细胞系为基础的乳腺癌进展模型系统的 RNA 测序中得出胆固醇生物合成途径基因的表达,然后通过定量 PCR 检测进行验证。使用 MCF10A 细胞系模型系统评估 fluvastatin 的反应,包括生成的他汀类药物耐药细胞系(MCF10.AT1-R),并通过集落形成测定进行测量。在 SV40C3 TAg 小鼠模型中评估他汀类药物的化学预防功效。通过对乳腺组织的组织学分析来鉴定乳腺肿瘤。没有组织学证据表明存在高级别病变(原位和/或浸润性癌)的乳腺被认为对他汀类药物治疗有反应。
我们发现,在乳腺癌进展过程中,超过 70%的已发表的多基因 fluvastatin 耐药特征显著上调,并与他汀类药物抑制细胞生长和增殖呈负相关。这种固有的他汀类药物耐药基因特征也与 MCF10.AT1-R 细胞系获得性他汀类药物耐药模型中 fluvastatin 获得性耐药的特征高度共享。这些固有的耐药基因和仅存在于获得性他汀类药物耐药的基因映射到甾体和萜烯骨架生物合成途径。我们发现,在 TNBC 的 SV40 C3TAg 转基因小鼠模型的肿瘤负荷乳腺中,约 80%的胆固醇生物合成途径基因上调,表明胆固醇生物合成途径参与体内他汀类药物化学预防的耐药性。该途径的一组 13 个基因与他汀类药物治疗的反应显著相关,单独的 HMGCR 表达水平在乳腺癌小鼠模型中也有显著相关性,这表明它们可用于预测他汀类药物化学预防的疗效。
胆固醇生物合成途径基因的基础水平高或恢复性上调似乎与他汀类药物化学预防乳腺癌的耐药性密切相关,并且可以作为生物标志物,根据个体最有可能受益的情况来调整他汀类药物治疗。