CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Methylation Signature Implicated in Immuno-Suppressive Activities in Tubo-Ovarian High-Grade Serous Carcinoma.
Methylation Signature Implicated in Immuno-Suppressive Activities in Tubo-Ovarian High-Grade Serous Carcinoma.
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多中心分析鉴定出一种新的 HGSC 肿瘤甲基化定量特征,该特征适用于多种市售平台,在校正其他因素后提示复发/死亡时间更短。
输卵管-卵巢高级别浆液性癌(HGSC)诊断后病程具有侵袭性,因此更好地理解其预后因素至关重要。肿瘤DNA甲基化差异有望预测结局,但既往研究大多依赖特定平台,无法评估多种分子特征。
研究者分析1,040份冷冻HGSC样本的全基因组DNA甲基化,其中325份此前已有报告,旨在寻找可跨平台的定量多平台甲基化特征,并分析其与临床特征、肿瘤特征、至复发/死亡时间、CD8⁺TIL(肿瘤浸润淋巴细胞)程度、基因表达分子亚型及ATP结合盒转运蛋白TAP1基因表达之间的关系。
甲基化特征与复发时间缩短相关,且独立于临床因素(新增队列N=715,风险比[HR]1.65;95%置信区间[CI]1.10–2.46;P=0.015;已发表队列N=325,HR 2.87;95% CI 2.17–3.81;P=2.2×10⁻¹³)。校正基因表达分子亚型和TAP1表达后,该特征仍有预后价值(N=599;HR 2.22;95% CI 1.66–2.95;P=4.1×10⁻⁸)。多变量校正分析中,甲基化特征与CD8⁺TIL水平呈负相关(P=2.4×10⁻⁷),与TAP1表达呈负相关(P=0.0011),并与基因表达分子亚型相关(P=5.9×10⁻⁴)。
多中心分析鉴定出一种新的HGSC定量肿瘤甲基化特征,可用于多种商业平台;该特征提示复发/死亡时间缩短,且不受其他因素影响。结合免疫细胞组成分析,结果提示DNA甲基化参与免疫抑制性微环境。影响:本研究有助于鉴定可靶向的表观基因组过程,并筛选最可能从个体化治疗中获益的患者。
Better understanding of prognostic factors in tubo-ovarian high-grade serous carcinoma (HGSC) is critical, as diagnosis confers an aggressive disease course. Variation in tumor DNA methylation shows promise predicting outcome, yet prior studies were largely platform-specific and unable to evaluate multiple molecular features.
We analyzed genome-wide DNA methylation in 1,040 frozen HGSC, including 325 previously reported upon, seeking a multi-platform quantitative methylation signature that we evaluated in relation to clinical features, tumor characteristics, time to recurrence/death, extent of CD8+ tumor-infiltrating lymphocytes (TIL), gene expression molecular subtypes, and gene expression of the ATP-binding cassette transporter TAP1.
Methylation signature was associated with shorter time to recurrence, independent of clinical factors (N = 715 new set, hazard ratio (HR), 1.65; 95% confidence interval (CI), 1.10-2.46; P = 0.015; N = 325 published set HR, 2.87; 95% CI, 2.17-3.81; P = 2.2 10-13) and remained prognostic after adjustment for gene expression molecular subtype and TAP1 expression (N = 599; HR, 2.22; 95% CI, 1.66-2.95; P = 4.1 10-8). Methylation signature was inversely related to CD8+ TIL levels (P = 2.4 10-7) and TAP1 expression (P = 0.0011) and was associated with gene expression molecular subtype (P = 5.9 10-4) in covariate-adjusted analysis.
Multi-center analysis identified a novel quantitative tumor methylation signature of HGSC applicable to numerous commercially available platforms indicative of shorter time to recurrence/death, adjusting for other factors. Along with immune cell composition analysis, these results suggest a role for DNA methylation in the immunosuppressive microenvironment. IMPACT: This work aids in identification of targetable epigenome processes and stratification of patients for whom tailored treatment may be most beneficial.
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