反转录转座子甲基化谱和黑人女性高级别浆液性卵巢癌的生存。

IF 4.4 2区 医学 Q1 GENETICS & HEREDITY
Christelle Colin-Leitzinger, Katherine A Lawson-Michod, Courtney E Johnson, Irma M Vlasac, Sean Yoder, Tania Mesa, Dana Roeber, Chad Huff, Michelle A T Hildebrandt, Kristin Haller, Anthony J Alberg, Elisa V Bandera, Melissa Bondy, Michele L Cote, Theresa Hastert, Edward S Peters, Paul D Terry, Andrew B Lawson, Andrew Berchuck, Brooke L Fridley, Jing-Yi Chern, Jennifer A Doherty, Jeffrey R Marks, Joellen M Schildkraut, Brock C Christensen, Lucas A Salas, Lauren C Peres
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引用次数: 0

摘要

逆转录转座子(REs)占基因组的近一半,包括长末端重复序列(LTR)元件、长穿插元件(LINE)和短穿插元件(sin)。REs通常通过DNA甲基化在体细胞组织中沉默,但可以通过DNA低甲基化重新激活,从而潜在地影响基因调控。在这里,我们研究了黑人女性中高级别浆液性卵巢癌(HGSOC)中RE甲基化的基因组图谱及其与生存的关系。方法:使用随机森林方法预测200例HGSOC肿瘤中LTR、LINE-1和Alu (SINE类型)的甲基化水平,并使用多重共识算法进行聚类。使用Cox比例风险回归评估RE甲基化簇与生存率之间的关系,调整年龄、分期和减积状态。我们进行了敏感性分析,仅限于患有晚期疾病的女性,并调整了BRCA1/BRCA2突变。结果:鉴定出两个RE甲基化簇。集群1表现出更低甲基化的RE谱(“活性”),而集群2则表现出更多的高甲基化(“抑制”)。聚类之间患者或临床特征没有统计学上的显著差异。与活跃组相比,抑制组与死亡风险增加相关(HR = 2.41;95% CI 1.04-5.59), T细胞比例较低。这种关联在敏感性分析中是一致的。结论:高甲基化的RE谱与HGSOC黑人女性更差的生存率相关,突出了RE甲基化作为预后生物标志物的潜力。需要进一步的研究来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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Retrotransposon methylation profiles and survival in Black women with high-grade serous ovarian carcinoma.

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.

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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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