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镶嵌染色体改变与多基因风险评分相互作用与肺癌风险的关联:基于阵列的病例对照关联和前瞻性队列研究。

Association of the interaction between mosaic chromosomal alterations and polygenic risk score with the risk of lung cancer: an array-based case-control association and prospective cohort study.

机构信息

State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, Nanjing, China; Department of Epidemiology, Centre for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China; Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Centre for Cancer Medicine, Nanjing Medical University, Nanjing, China.

Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Centre for Cancer Medicine, Nanjing Medical University, Nanjing, China; Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China.

出版信息

Lancet Oncol. 2022 Nov;23(11):1465-1474. doi: 10.1016/S1470-2045(22)00600-3. Epub 2022 Oct 18.

Abstract

BACKGROUND

Mosaic chromosomal alterations (mCAs) detected from blood-derived DNA are large structural alterations of clonal haematopoietic origin and are associated with various diseases, such as haematological malignancies, infections, and solid cancers. We aimed to investigate whether mCAs contribute to the risk of lung cancer and modify the effect of polygenic risk score (PRS) on lung cancer risk prediction.

METHODS

The blood-derived DNA of patients with lung cancer and cancer-free controls with Chinese ancestry from the Nanjing Lung Cancer Cohort (NJLCC) study were genotyped with a Global Screening Array, and mCAs were detected with the Mosaic Chromosomal Alterations (MoChA) pipeline. mCA call sets of individuals with European ancestry were obtained from the prospective cohort UK Biobank (UKB) study, including documented incident lung cancer. All patients with lung cancer from the NJLCC study (aged 15 years or older at diagnosis) were histopathologically confirmed as new lung cancer cases by at least two pathologists and were free of chemotherapy or radiotherapy before diagnosis. Participants with incident lung cancer (aged 37-73 years at assessment) diagnosed after recruitment to the UKB were identified through linkage to national cancer registries. Logistic regression and Cox proportional hazard models were applied to evaluate associations between mCAs and risk of lung cancer in the NJLCC (logistic regression) and UKB (Cox proportional hazard model) studies.

FINDINGS

The NJLCC study included 10 248 individuals (6445 [62·89%] men and 3803 [37·11%] women; median age 60·0 years [IQR 53·0-66·0]) with lung cancer and 9298 individuals (5871 [63·14%] men and 3427 [36·86%] women; median age 60·0 years [52·0-65·0]) without lung cancer recruited from three sub-regions (north, central, and south) across China between April 15, 2003, and Aug 18, 2017. The UKB included 450 821 individuals recruited from 22 centres across the UK between March 13, 2006, and Nov 1, 2010, including 2088 individuals with lung cancer (1075 [51·48%] men and 1013 [48·52%] women; median age 63·0 years [IQR 59·0-66·0]), and 448 733 participants were free of lung cancer (204 713 [45·62%] men and 244 020 [54·38%] women; median age 58·0 years [IQR 50·0-63·0]). Compared with non-carriers of mosaic losses, carriers had a significantly increased risk of lung cancer in the NJLCC (odds ratio [OR] 1·81, 95% CI 1·43-2·28; p=6·69 × 10) and UKB (hazard ratio [HR] 1·40, 95% CI 1·00-1·95; p=0·048) studies. This increased risk was even higher in patients with expanded cell fractions of mCAs (ie, cell fractions ≥10% vs cell fractions <10%) in the NJLCC (OR 1·61 [95% CI 1·26-2·08] vs 1·03 [0·83-1·26]; p for heterogeneity test=6·41 × 10). A significant multiplicative interaction was observed between PRS and mosaic losses on the risk of lung cancer in both the NJLCC (interaction p value=0·030) and UKB (p=0·043). Compared with non-carriers of mosaic loss abnormalities with low genetic risk, participants with expanded mosaic losses (cell fractions ≥10%) and high genetic risk had around a six-times increased risk of lung cancer in the NJLCC study (OR 6·40 [95% CI 3·22-12·69]), and an almost four-times increased risk of lung cancer (HR 3·75 [95% CI 1·86-7·55]) in the UKB study. The additive interaction also contributed a 3·67 (95% CI 0·49-6·85) relative excess risk of developing lung cancer in the NJLCC study, and a 2·15 (0·12-4·19) relative excess risk in the UKB study.

INTERPRETATION

mCAs act as a new endogenous indicator for the risk of lung cancer and might be jointly used with PRS to optimise personalised risk stratification for lung cancer.

FUNDING

National Natural Science Foundation of China, Outstanding Youth Foundation of Jiangsu Province, Natural Science Foundation of Jiangsu Province, and Postdoctoral Science Foundation of China.

TRANSLATION

For the Chinese translation of the abstract see Supplementary Materials section.

摘要

背景

从血液衍生 DNA 中检测到的镶嵌性染色体改变(mCAs)是克隆性造血起源的大结构改变,与各种疾病有关,如血液恶性肿瘤、感染和实体癌。我们旨在研究 mCAs 是否会增加肺癌的风险,并改变多基因风险评分(PRS)对肺癌风险预测的影响。

方法

从南京肺癌队列研究(NJLCC)中具有中国血统的肺癌患者和无癌对照者的血液衍生 DNA 中进行了全基因组筛查阵列的基因分型,并使用镶嵌性染色体改变(MoChA)管道检测了 mCAs。来自前瞻性 UK Biobank(UKB)研究的个体的 mCA 调用集包括有记录的新发肺癌。NJLCC 研究中的所有肺癌患者(诊断时年龄在 15 岁或以上)均由至少两名病理学家通过组织病理学确认为新的肺癌病例,且在诊断前未接受化疗或放疗。UKB 中在招募后被诊断出患有肺癌的患者(评估时年龄为 37-73 岁)通过与国家癌症登记处的联系确定。在 NJLCC(逻辑回归)和 UKB(Cox 比例风险模型)研究中,应用逻辑回归和 Cox 比例风险模型评估 mCAs 与肺癌风险之间的关联。

结果

NJLCC 研究纳入了 10248 名患者(6445 名男性[62.89%]和 3803 名女性[37.11%];中位年龄 60.0 岁[IQR 53.0-66.0]),患有肺癌,9298 名患者(5871 名男性[63.14%]和 3427 名女性[36.86%];中位年龄 60.0 岁[52.0-65.0])来自中国三个地区(北部、中部和南部),招募时间为 2003 年 4 月 15 日至 2017 年 8 月 18 日。UKB 纳入了 450821 名参与者,来自英国 22 个中心,招募时间为 2006 年 3 月 13 日至 2010 年 11 月 1 日,包括 2088 名肺癌患者(1075 名男性[51.48%]和 1013 名女性[48.52%];中位年龄 63.0 岁[IQR 59.0-66.0])和 448733 名无肺癌患者(204713 名男性[45.62%]和 244020 名女性[54.38%];中位年龄 58.0 岁[IQR 50.0-63.0])。与非镶嵌性缺失携带者相比,携带者在 NJLCC(比值比[OR] 1.81,95%CI 1.43-2.28;p=6.69×10)和 UKB(风险比[HR] 1.40,95%CI 1.00-1.95;p=0.048)研究中患肺癌的风险显著增加。在 NJLCC 中,具有扩展细胞分数的镶嵌性缺失(即细胞分数≥10%与细胞分数<10%)的患者风险更高(OR 1.61[95%CI 1.26-2.08]比 1.03[0.83-1.26];p 用于异质性检验=6.41×10)。在 NJLCC(p 值=0.030)和 UKB(p=0.043)中,PRS 和镶嵌性缺失之间观察到显著的乘法交互作用。与低遗传风险的镶嵌性缺失异常的非携带者相比,在 NJLCC 研究中,具有扩展镶嵌性缺失(细胞分数≥10%)和高遗传风险的参与者患肺癌的风险增加了约六倍(OR 6.40[95%CI 3.22-12.69]),而在 UKB 研究中,患肺癌的风险增加了近四倍(HR 3.75[95%CI 1.86-7.55])。在 NJLCC 研究中,加性相互作用还导致肺癌发病的相对超额风险增加了 3.67(95%CI 0.49-6.85),在 UKB 研究中,导致肺癌发病的相对超额风险增加了 2.15(0.12-4.19)。

结论

mCAs 作为肺癌风险的新内源性指标,可能与 PRS 一起用于优化肺癌的个性化风险分层。

资金来源

国家自然科学基金、江苏省杰出青年基金、江苏省自然科学基金和中国博士后科学基金。

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