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高级别浆液性卵巢癌黑人女性的逆转录转座子甲基化谱与生存情况

Retrotransposon methylation profiles and survival in Black women with high-grade serous ovarian carcinoma.

作者信息

Colin-Leitzinger Christelle, Lawson-Michod Katherine A, Johnson Courtney E, Vlasac Irma M, Yoder Sean, Mesa Tania, Roeber Dana, Huff Chad, Hildebrandt Michelle A T, Haller Kristin, Alberg Anthony J, Bandera Elisa V, Bondy Melissa, Cote Michele L, Hastert Theresa, Peters Edward S, Terry Paul D, Lawson Andrew B, Berchuck Andrew, Fridley Brooke L, Chern Jing-Yi, Doherty Jennifer A, Marks Jeffrey R, Schildkraut Joellen M, Christensen Brock C, Salas Lucas A, Peres Lauren C

机构信息

Moffitt Cancer Center, Tampa, FL, USA.

Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA.

出版信息

Clin Epigenetics. 2025 Jul 30;17(1):134. doi: 10.1186/s13148-025-01942-9.

Abstract

INTRODUCTION

Retrotransposons (REs) constitute nearly half of the genome and include long terminal repeat (LTR) elements, Long INterspersed Elements (LINE), and Short INterspersed Elements (SINE). REs are typically silenced in somatic tissues via DNA methylation but can be reactivated through DNA hypomethylation, potentially impacting gene regulation. Here, we investigate genome-scale profiles of RE methylation in high-grade serous ovarian carcinoma (HGSOC) and associations with survival among Black women.

METHODS

Methylation levels of LTR, LINE-1, and Alu (type of SINE) in 200 HGSOC tumors were predicted using a random forest approach and clustered using multiple consensus algorithms. Associations between RE methylation clusters and survival were evaluated using Cox proportional hazard regression, adjusting for age, stage, and debulking status. We performed sensitivity analyses restricted to women with late-stage disease and with adjustment for BRCA1/BRCA2 mutations.

RESULTS

Two RE methylation clusters were identified. Cluster 1 exhibited a more hypomethylated RE profile ("Active"), while Cluster 2 was more hypermethylated ("Repressed"). No statistically significant differences in patient or clinical characteristics were observed between clusters. Compared to the Active Cluster, the Repressed Cluster was associated with an increased risk of mortality (HR = 2.41; 95% CI 1.04-5.59) and had a lower proportion of T cells. This association was consistent in sensitivity analyses.

CONCLUSION

A more hypermethylated RE profile was linked to worse survival among Black women with HGSOC, highlighting the potential of RE methylation as a prognostic biomarker. Further research is needed to understand the underlying biological mechanisms and their implications in ovarian cancer biology and treatment.

摘要

引言

逆转录转座子(REs)构成了近一半的基因组,包括长末端重复序列(LTR)元件、长散在核元件(LINE)和短散在核元件(SINE)。REs通常在体细胞组织中通过DNA甲基化而沉默,但可通过DNA低甲基化重新激活,这可能影响基因调控。在此,我们研究了高级别浆液性卵巢癌(HGSOC)中RE甲基化的全基因组概况以及与黑人女性生存的关联。

方法

使用随机森林方法预测200例HGSOC肿瘤中LTR、LINE-1和Alu(SINE的一种类型)的甲基化水平,并使用多种一致性算法进行聚类。使用Cox比例风险回归评估RE甲基化簇与生存之间的关联,并对年龄、分期和减瘤状态进行调整。我们进行了敏感性分析,仅限于晚期疾病患者,并对BRCA1/BRCA2突变进行了调整。

结果

鉴定出两个RE甲基化簇。簇1表现出更多的低甲基化RE谱(“活跃”),而簇2则更多地高甲基化(“抑制”)。在簇之间未观察到患者或临床特征的统计学显著差异。与活跃簇相比,抑制簇与死亡风险增加相关(HR = 2.41;95% CI 1.04 - 5.59),并且T细胞比例较低。这种关联在敏感性分析中是一致的。

结论

在患有HGSOC的黑人女性中,更高甲基化的RE谱与更差的生存相关,突出了RE甲基化作为预后生物标志物的潜力。需要进一步研究以了解潜在的生物学机制及其在卵巢癌生物学和治疗中的意义。

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