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DNA 损伤修复基因多态性与乳腺癌人群放射治疗诱导的早期不良反应的关联:多基因风险评分方法。

Association Between Polymorphisms in DNA Damage Repair Genes and Radiation Therapy-Induced Early Adverse Skin Reactions in a Breast Cancer Population: A Polygenic Risk Score Approach.

机构信息

Department of Health Sciences, University of Central Florida College of Health Professions and Sciences, Orlando, Florida.

Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida.

出版信息

Int J Radiat Oncol Biol Phys. 2020 Apr 1;106(5):948-957. doi: 10.1016/j.ijrobp.2019.12.021. Epub 2020 Jan 29.

Abstract

PURPOSE

Genetic variations in DNA damage repair (DDR) genes may influence radiation therapy (RT)-induced acute normal tissue toxicity in patients with breast cancer. Identifying an individual or multiple single-nucleotide polymorphisms (SNPs) associated with RT-induced early adverse skin reactions (EASR) is critical for precision medicine in radiation oncology.

METHODS AND MATERIALS

At the completion of RT, EASR was assessed using the Oncology Nursing Society scale (0-6) in 416 patients with breast cancer, and Oncology Nursing Society score ≥4 was considered RT-induced EASR. PLINK set-based tests and subsequent individual SNP association analyses were conducted to identify genes and SNPs associated with EASR among the 53 DDR genes and 1968 SNPs. A weighted polygenic risk score (PRS) model was constructed to ascertain the association between the joint effect of risk alleles and EASR.

RESULTS

The study population consisted of 264 Hispanic whites, 86 blacks or African Americans, 55 non-Hispanic whites, and 11 others. A total of 115 patients (27.6%) developed EASR. Five genes (ATM, CHEK1, ERCC2, RAD51C, and TGFB1) were significantly associated with RT-induced EASR. Nine SNPs within these 5 genes were further identified: ATM rs61915066, CHEK1 rs11220184, RAD51C rs302877, rs405684, TBFB1 rs4803455, rs2241714, and ERCC2 rs60152947, rs10404465, rs1799786. In a multivariable-adjusted PRS model, patients in a higher quartile of PRS were more likely to develop EASR compared with patients in the lowest quartile (OR = 1.94, 95% CI, 0.86-4.39; OR = 3.46, 95% CI, 1.57-7.63; OR = 8.64, 95% CI, 3.92-19.02; and P < .0001).

CONCLUSIONS

We newly identified the associations between 9 SNPs in ATM, CHEK1, RAD51C, TGFB1, and ERCC2 and RT-induced EASR. PRS modeling showed its potential in identifying populations at risk. Multiple SNPs in DDR genes may jointly contribute to interindividual variation in RT-induced EASR. Validation in an independent external cohort is required to determine the clinical significance of these predictive biomarkers.

摘要

目的

DNA 损伤修复(DDR)基因中的遗传变异可能会影响乳腺癌患者接受放射治疗(RT)后急性正常组织毒性。鉴定与 RT 诱导的早期不良皮肤反应(EASR)相关的单个或多个单核苷酸多态性(SNP)对于放射肿瘤学的精准医疗至关重要。

方法与材料

在 416 例乳腺癌患者完成 RT 后,使用肿瘤护理学会量表(0-6)评估 EASR,肿瘤护理学会评分≥4 被认为是 RT 诱导的 EASR。使用 PLINK 基于集合的测试和随后的个体 SNP 关联分析,在 53 个 DDR 基因和 1968 个 SNP 中鉴定与 EASR 相关的基因和 SNP。构建加权多基因风险评分(PRS)模型,以确定风险等位基因联合效应与 EASR 之间的关系。

结果

研究人群包括 264 例西班牙裔白人、86 例黑人和非裔美国人、55 例非西班牙裔白人以及 11 例其他种族。共有 115 例(27.6%)患者发生 EASR。5 个基因(ATM、CHEK1、ERCC2、RAD51C 和 TGFB1)与 RT 诱导的 EASR 显著相关。在这 5 个基因中进一步鉴定出 9 个 SNP:ATM rs61915066、CHEK1 rs11220184、RAD51C rs302877、rs405684、TBFB1 rs4803455、rs2241714 和 ERCC2 rs60152947、rs10404465、rs1799786。在多变量调整后的 PRS 模型中,与 PRS 最低四分位的患者相比,PRS 较高四分位的患者更有可能发生 EASR(OR=1.94,95%CI,0.86-4.39;OR=3.46,95%CI,1.57-7.63;OR=8.64,95%CI,3.92-19.02;P<.0001)。

结论

我们新鉴定了 ATM、CHEK1、RAD51C、TGFB1 和 ERCC2 中 9 个 SNP 与 RT 诱导的 EASR 之间的关联。PRS 模型显示了其在识别高危人群方面的潜力。DDR 基因中的多个 SNP 可能共同导致 RT 诱导的 EASR 个体间的差异。需要在独立的外部队列中进行验证,以确定这些预测生物标志物的临床意义。

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