Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS 735, Memphis, TN, 38105, USA.
Department of Pharmacy, Chungbuk National University, Cheongju, Korea.
Genome Med. 2021 Apr 6;13(1):53. doi: 10.1186/s13073-021-00875-1.
It is well-established that cancer treatment substantially increases the risk of long-term adverse health outcomes among childhood cancer survivors. However, there is limited research on the underlying mechanisms. To elucidate the pathophysiology and a possible causal pathway from treatment exposures to cardiometabolic conditions, we conducted epigenome-wide association studies (EWAS) to identify the DNA methylation (DNAm) sites associated with cancer treatment exposures and examined whether treatment-associated DNAm sites mediate associations between specific treatments and cardiometabolic conditions.
We included 2052 survivors (median age 33.7 years) of European ancestry from the St. Jude Lifetime Cohort Study, a retrospective hospital-based study with prospective clinical follow-up. Cumulative doses of chemotherapy and region-specific radiation were abstracted from medical records. Seven cardiometabolic conditions were clinically assessed. DNAm profile was measured using MethylationEPIC BeadChip with blood-derived DNA.
By performing multiple treatment-specific EWAS, we identified 935 5'-cytosine-phosphate-guanine-3' (CpG) sites mapped to 538 genes/regions associated with one or more cancer treatments at the epigenome-wide significance level (p < 9 × 10). Among the treatment-associated CpGs, 8 were associated with obesity, 63 with hypercholesterolemia, and 17 with hypertriglyceridemia (false discovery rate-adjusted p < 0.05). We observed substantial mediation by methylation at four independent CpGs (cg06963130, cg21922478, cg22976567, cg07403981) for the association between abdominal field radiotherapy (abdominal-RT) and risk of hypercholesterolemia (70.3%) and by methylation at three CpGs (cg19634849, cg13552692, cg09853238) for the association between abdominal-RT and hypertriglyceridemia (54.6%). In addition, three CpGs (cg26572901, cg12715065, cg21163477) partially mediated the association between brain-RT and obesity with a 32.9% mediation effect, and two CpGs mediated the association between corticosteroids and obesity (cg22351187, 14.2%) and between brain-RT and hypertriglyceridemia (cg13360224, 10.5%). Notably, several mediator CpGs reside in the proximity of well-established dyslipidemia genes: cg21922478 (ITGA1) and cg22976567 (LMNA).
In childhood cancer survivors, cancer treatment exposures are associated with DNAm patterns present decades following the exposure. Treatment-associated DNAm sites may mediate the causal pathway from specific treatment exposures to certain cardiometabolic conditions, suggesting the utility of DNAm sites as risk predictors and potential mechanistic targets for future intervention studies.
大量研究证实,癌症治疗会大幅增加儿童癌症幸存者出现长期不良健康后果的风险。然而,关于其潜在机制的研究却十分有限。为了阐明癌症治疗暴露与心血管代谢状况之间的病理生理学和可能的因果途径,我们进行了全基因组关联研究(EWAS),以鉴定与癌症治疗暴露相关的 DNA 甲基化(DNAm)位点,并探讨治疗相关的 DNAm 位点是否介导了特定治疗方法与心血管代谢状况之间的关联。
我们纳入了来自圣裘德终身队列研究(St. Jude Lifetime Cohort Study)的 2052 名欧洲血统幸存者(中位年龄 33.7 岁),这是一项具有前瞻性临床随访的回顾性医院队列研究。从病历中提取了化疗和局部区域放疗的累积剂量。使用临床评估了七种心血管代谢状况。使用血液衍生 DNA 的 MethylationEPIC BeadChip 测量了 DNAm 图谱。
通过进行多次特定治疗的 EWAS,我们在全基因组显著水平(p < 9 × 10)鉴定了 935 个与一种或多种癌症治疗相关的 538 个基因/区域的 5'-胞嘧啶-磷酸-鸟嘌呤-3'(CpG)位点。在与治疗相关的 CpG 中,有 8 个与肥胖相关,63 个与高胆固醇血症相关,17 个与高三酰甘油血症相关(经错误发现率校正的 p < 0.05)。我们观察到四个独立 CpG(cg06963130、cg21922478、cg22976567、cg07403981)在腹部放疗(abdominal-RT)与高胆固醇血症风险之间的关联中有很大程度的甲基化介导作用(70.3%),在三个 CpG(cg19634849、cg13552692、cg09853238)中存在甲基化介导作用在 abdominal-RT 与高三酰甘油血症之间的关联(54.6%)。此外,三个 CpG(cg26572901、cg12715065、cg21163477)部分介导了脑放疗(brain-RT)与肥胖之间的关联,其介导效应为 32.9%,两个 CpG 介导了皮质激素与肥胖(cg22351187,14.2%)和 brain-RT 与高三酰甘油血症(cg13360224,10.5%)之间的关联。值得注意的是,几个中介 CpG 位于已确立的血脂异常基因附近:cg21922478(ITGA1)和 cg22976567(LMNA)。
在儿童癌症幸存者中,癌症治疗暴露与暴露后数十年存在的 DNAm 模式相关。治疗相关的 DNAm 位点可能介导特定治疗暴露与某些心血管代谢状况之间的因果途径,这表明 DNAm 位点可作为风险预测因子,并可能成为未来干预研究的潜在机制靶点。