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前瞻性队列研究中,利用驱动子和乘客 DNA 甲基化进行膀胱癌的无创诊断和监测。

Non-invasive diagnosis and surveillance of bladder cancer with driver and passenger DNA methylation in a prospective cohort study.

机构信息

Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.

Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.

出版信息

Clin Transl Med. 2022 Aug;12(8):e1008. doi: 10.1002/ctm2.1008.

Abstract

BACKGROUND

State-of-art non-invasive diagnosis processes for bladder cancer (BLCA) harbour shortcomings such as low sensitivity and specificity, unable to distinguish between high- (HG) and low-grade (LG) tumours, as well as inability to differentiate muscle-invasive bladder cancer (MIBC) and non-muscle-invasive bladder cancer (NMIBC). This study investigates a comprehensive characterization of the entire DNA methylation (DNAm) landscape of BLCA to determine the relevant biomarkers for the non-invasive diagnosis of BLCA.

METHODS

A total of 304 samples from 224 donors were enrolled in this multi-centre, prospective cohort study. BLCA-specific DNAm signature discovery was carried out with genome-wide bisulfite sequencing in 32 tumour tissues and 12 normal urine samples. A targeted sequencing assay for BLCA-specific DNAm signatures was developed to categorize tumour tissue against normal urine, or MIBC against NMIBC. Independent validation was performed with targeted sequencing of 259 urine samples in a double-blinded manner to determine the clinical diagnosis and prognosis value of DNAm-based classification models. Functions of genomic region harbouring BLCA-specific DNAm signature were validated with biological assays. Concordances of pathology to urine tumour DNA (circulating tumour DNA [ctDNA]) methylation, genomic mutations or other state-of-the-art diagnosis methods were measured.

RESULTS

Genome-wide DNAm profile could accurately classify LG tumour from HG tumour (LG NMIBC vs. HG NMIBC: p = .038; LG NMIBC vs. HG MIBC, p = .00032; HG NMIBC vs. HG MIBC: p = .82; Student's t-test). Overall, the DNAm profile distinguishes MIBC from NMIBC and normal urine. Targeted-sequencing-based DNAm signature classifiers accurately classify LG NMIBC tissues from HG MIBC and could detect tumours in urine at a limit of detection of less than .5%. In tumour tissues, DNAm accurately classifies pathology, thus outperforming genomic mutation or RNA expression profiles. In the independent validation cohort, pre-surgery urine ctDNA methylation outperforms fluorescence in situ hybridization (FISH) assay to detect HG BLCA (n = 54) with 100% sensitivity (95% CI: 82.5%-100%) and LG BLCA (n = 26) with 62% sensitivity (95% CI: 51.3%-72.7%), both at 100% specificity (non-BLCA: n = 72; 95% CI: 84.1%-100%). Pre-surgery urine ctDNA methylation signature correlates with pathology and predicts recurrence and metastasis. Post-surgery urine ctDNA methylation (n = 61) accurately predicts recurrence-free survival within 180 days, with 100% accuracy.

CONCLUSION

With the discovery of BLCA-specific DNAm signatures, targeted sequencing of ctDNA methylation outperforms FISH and DNA mutation to detect tumours, predict recurrence and make prognoses.

摘要

背景

目前用于膀胱癌(BLCA)的无创诊断过程存在一些缺陷,如敏感性和特异性低,无法区分高级别(HG)和低级别(LG)肿瘤,以及无法区分肌层浸润性膀胱癌(MIBC)和非肌层浸润性膀胱癌(NMIBC)。本研究旨在全面分析 BLCA 的整个 DNA 甲基化(DNAm)图谱,以确定用于 BLCA 无创诊断的相关生物标志物。

方法

本多中心前瞻性队列研究共纳入了 224 名捐赠者的 304 个样本。在 32 个肿瘤组织和 12 个正常尿液样本中进行了全基因组亚硫酸氢盐测序,以发现 BLCA 特异性 DNAm 特征。开发了针对 BLCA 特异性 DNAm 特征的靶向测序检测方法,用于将肿瘤组织与正常尿液或 MIBC 与 NMIBC 进行分类。采用靶向测序对 259 份尿液样本进行了双盲独立验证,以确定基于 DNAm 的分类模型的临床诊断和预后价值。通过生物测定验证了包含 BLCA 特异性 DNAm 特征的基因组区域的功能。测量了与病理相符的尿液肿瘤 DNA(循环肿瘤 DNA [ctDNA])甲基化、基因组突变或其他先进诊断方法的一致性。

结果

全基因组 DNAm 图谱可准确区分 LG 肿瘤和 HG 肿瘤(LG NMIBC 与 HG NMIBC:p=0.038;LG NMIBC 与 HG MIBC:p=0.00032;HG NMIBC 与 HG MIBC:p=0.82;学生 t 检验)。总体而言,DNAm 图谱可区分 MIBC 和 NMIBC 以及正常尿液。基于靶向测序的 DNAm 特征分类器可准确区分 LG NMIBC 组织与 HG MIBC,并可在检测下限小于 0.5%的情况下检测尿液中的肿瘤。在肿瘤组织中,DNAm 可准确分类病理,因此优于基因组突变或 RNA 表达谱。在独立验证队列中,术前尿液 ctDNA 甲基化在检测 HG BLCA(n=54)时具有 100%的灵敏度(95%CI:82.5%-100%)和 LG BLCA(n=26)时具有 62%的灵敏度(95%CI:51.3%-72.7%),特异性均为 100%(非 BLCA:n=72;95%CI:84.1%-100%)。术前尿液 ctDNA 甲基化特征与病理相关,可预测复发和转移。术后尿液 ctDNA 甲基化(n=61)可在 180 天内准确预测无复发生存率,准确率为 100%。

结论

随着 BLCA 特异性 DNAm 特征的发现,ctDNA 甲基化的靶向测序在检测肿瘤、预测复发和预后方面优于荧光原位杂交(FISH)和 DNA 突变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9068/9377153/d3aa9ce6ba48/CTM2-12-e1008-g005.jpg

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