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新辅助化疗后 DNA 甲基化变化与乳腺癌生存相关。

DNA methylation changes in response to neoadjuvant chemotherapy are associated with breast cancer survival.

机构信息

Department of Circulation and Medical Imaging, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.

Department of Nursing, Health and Laboratory Science, Østfold University College, Halden, Norway.

出版信息

Breast Cancer Res. 2022 Jun 24;24(1):43. doi: 10.1186/s13058-022-01537-9.

Abstract

BACKGROUND

Locally advanced breast cancer is a heterogeneous disease with respect to response to neoadjuvant chemotherapy (NACT) and survival. It is currently not possible to accurately predict who will benefit from the specific types of NACT. DNA methylation is an epigenetic mechanism known to play an important role in regulating gene expression and may serve as a biomarker for treatment response and survival. We investigated the potential role of DNA methylation as a prognostic marker for long-term survival (> 5 years) after NACT in breast cancer.

METHODS

DNA methylation profiles of pre-treatment (n = 55) and post-treatment (n = 75) biopsies from 83 women with locally advanced breast cancer were investigated using the Illumina HumanMethylation450 BeadChip. The patients received neoadjuvant treatment with epirubicin and/or paclitaxel. Linear mixed models were used to associate DNA methylation to treatment response and survival based on clinical response to NACT (partial response or stable disease) and 5-year survival, respectively. LASSO regression was performed to identify a risk score based on the statistically significant methylation sites and Kaplan-Meier curve analysis was used to estimate survival probabilities using ten years of survival follow-up data. The risk score developed in our discovery cohort was validated in an independent validation cohort consisting of paired pre-treatment and post-treatment biopsies from 85 women with locally advanced breast cancer. Patients included in the validation cohort were treated with either doxorubicin or 5-FU and mitomycin NACT.

RESULTS

DNA methylation patterns changed from before to after NACT in 5-year survivors, while no significant changes were observed in non-survivors or related to treatment response. DNA methylation changes included an overall loss of methylation at CpG islands and gain of methylation in non-CpG islands, and these changes affected genes linked to transcription factor activity, cell adhesion and immune functions. A risk score was developed based on four methylation sites which successfully predicted long-term survival in our cohort (p = 0.0034) and in an independent validation cohort (p = 0.049).

CONCLUSION

Our results demonstrate that DNA methylation patterns in breast tumors change in response to NACT. These changes in DNA methylation show potential as prognostic biomarkers for breast cancer survival.

摘要

背景

局部晚期乳腺癌在对新辅助化疗(NACT)和生存的反应方面存在异质性。目前尚无法准确预测谁将从特定类型的 NACT 中受益。DNA 甲基化是一种表观遗传机制,已知在调节基因表达方面发挥重要作用,并且可以作为治疗反应和生存的生物标志物。我们研究了 DNA 甲基化为接受 NACT 治疗的局部晚期乳腺癌患者长期生存(>5 年)的预后标志物的潜在作用。

方法

使用 Illumina HumanMethylation450 BeadChip 检测 83 例局部晚期乳腺癌患者治疗前(n=55)和治疗后(n=75)活检的 DNA 甲基化谱。这些患者接受表阿霉素和/或紫杉醇的新辅助治疗。线性混合模型用于根据 NACT 的临床反应(部分缓解或稳定疾病)和 5 年生存率,将 DNA 甲基化与治疗反应和生存相关联。使用 LASSO 回归基于统计学上显著的甲基化位点构建风险评分,并使用十年生存随访数据进行 Kaplan-Meier 曲线分析来估计生存概率。在由 85 例局部晚期乳腺癌患者的配对治疗前和治疗后活检组成的独立验证队列中验证了我们的发现队列中开发的风险评分。验证队列中的患者接受多柔比星或 5-FU 和丝裂霉素 NACT 治疗。

结果

5 年幸存者的 NACT 前后 DNA 甲基化模式发生变化,而非幸存者或与治疗反应无关的幸存者则没有观察到明显变化。DNA 甲基化变化包括 CpG 岛总体去甲基化和非 CpG 岛的甲基化增加,这些变化影响与转录因子活性、细胞黏附和免疫功能相关的基因。基于四个甲基化位点开发的风险评分成功预测了我们队列中的长期生存(p=0.0034)和独立验证队列中的长期生存(p=0.049)。

结论

我们的研究结果表明,NACT 会引起乳腺癌肿瘤中 DNA 甲基化模式的变化。这些 DNA 甲基化的变化具有作为乳腺癌生存的预后生物标志物的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4bb1/9233373/56fbf9235cdb/13058_2022_1537_Fig1_HTML.jpg

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