论著 · 循证医学

细胞游离DNA在胆道癌诊断中的价值:一项meta分析

  • 杨越 ,
  • 何开举 ,
  • 宗家豪 ,
  • 杨自逸 ,
  • 吴向嵩 ,
  • 龚伟
展开
  • 1.上海交通大学医学院附属新华医院普外科,上海 200092
    2.上海市胆道疾病研究重点实验室,上海交通大学医学院胆道疾病研究所,上海市胆道疾病研究中心,上海 200092
    3.上海交通大学医学院,上海 200025
    4.山东大学齐鲁医院消化内科,济南 250012
杨 越(1999—),女,硕士生;电子信箱:yueyueyoung@126.com
龚 伟,电子信箱:gongwei@xinhuamed.com.cn

收稿日期: 2023-05-30

  录用日期: 2023-08-22

  网络出版日期: 2023-09-28

基金资助

国家自然科学基金(81974371);上海交通大学医学院“双百人”项目(20151001)

Diagnostic value of cell-free DNA to biliary tract cancers: a meta-analysis

  • Yue YANG ,
  • Kaiju HE ,
  • Jiahao ZONG ,
  • Ziyi YANG ,
  • Xiangsong WU ,
  • Wei GONG
Expand
  • 1.Department of General Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
    2.Shanghai Key Laboratory of Biliary Tract Disease Research, Research Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai Research Center of Tract Disease, Shanghai 200092, China
    3.Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
    4.Department of Gastroenterology, Qilu Hospital of Shandong University, Jinan 250012, China
GONG Wei, E-mail: gongwei@xinhuamed.com.cn.

Received date: 2023-05-30

  Accepted date: 2023-08-22

  Online published: 2023-09-28

Supported by

National Natural Science Foundation of China(81974371);“Two-hundred Talents” Program of Shanghai Jiao Tong University School of Medicine(20151001)

摘要

目的·采用meta分析方法全面评价细胞游离DNA(cell-free DNA,cfDNA)对胆道癌(biliary tract cancer,BTC)的诊断准确性,探究样本来源、检测方法以及截断值选择等对诊断效果的影响,为更好开展临床应用提供依据。方法·检索8个中英文数据库中关于cfDNA对BTC诊断价值的前瞻性或回顾性研究,截止时间为2023年4月。根据纳入和排除标准进行筛选和数据提取,用Spearman秩相关分析评估阈值效应,运用Cochran Q检验、I2检验分析纳入研究间的异质性。拟合双变量混合效应模型,计算总体敏感度、特异度和曲线下面积(area under the curve,AUC)等统计量,判断诊断性能。同时,基于研究类型、样本量大小、检测方式、样本来源和诊断参照标准进行亚组分析。结果·共纳入28项诊断性试验,用诊断性试验准确性质量评价工具2(Diagnostic Accuracy Studies Tool Version 2,QUADAS-2)评价均属于中-高等质量研究,Spearman秩相关分析提示存在阈值效应,合并统计量后求得敏感度(Sen合并)为0.80(95%CI 0.67~0.88),特异度(Spe合并)为0.96(95%CI 0.92~0.98),阳性似然比(PLR合并)为22.7(95%CI 9.4~55.2),阴性似然比(NLR合并)为0.21(95%CI 0.12~0.36),诊断比数比(DOR合并)为108(95%CI 31~374)。综合受试者工作特征(summary receiver operating characteristic,SROC)曲线的AUC为0.96(95%CI 0.94~0.98),提示cfDNA对BTC的诊断效能较高。亚组分析结果提示,选择不同的检测方式和样本来源的准确度和敏感度有所不同。结论·cfDNA检测对诊断BTC敏感度和特异度较高,适用于经影像学和常规肿瘤标志物初筛怀疑有恶性风险的患者,但检测方法和样本来源的选择仍需进一步开展面向更广泛人群的临床研究来进一步规范。

本文引用格式

杨越 , 何开举 , 宗家豪 , 杨自逸 , 吴向嵩 , 龚伟 . 细胞游离DNA在胆道癌诊断中的价值:一项meta分析[J]. 上海交通大学学报(医学版), 2023 , 43(9) : 1175 -1185 . DOI: 10.3969/j.issn.1674-8115.2023.09.012

Abstract

Objective ·To comprehensively evaluate the diagnostic accuracy of cell-free DNA (cfDNA) to biliary tract cancer (BTC), and provide a basis for better clinical application. Methods ·Clinical studies on the diagnostic value of cfDNA to BTC were collected by searching eight databases from inception to April 2023. The studies were selected according to the inclusion and exclusion criteria, and then data was extracted. The threshold effects were assessed with Spearman′s rank correlation analysis, and heterogeneity among the included studies was analyzed by using Cochran′s Q test and I2 test. A bivariate mixed-effects model was fitted, and statistics such as overall sensitivity, specificity, and area under the curve (AUC) were calculated to determine the diagnostic performance. The subgroup analyses were carried out based on the study type, sample size, detection method, sample source, and diagnostic reference standard. Results ·A total of 28 diagnosis tests were included, all of which were evaluated as medium-high quality by using Diagnostic Accuracy Studies Tool Version 2 (QUADAS-2). The presence of threshold effects was found by using the Spearman rank correlation analysis. The pooled sensitivity was 0.80 (95%CI 0.67?0.88), and specificity was 0.96 (95%CI 0.92?0.98), positive likelihood ratio (PLR) was 22.7 (95%CI 9.4?55.2), negative likelihood ratio (NLR) was 0.21 (95%CI 0.12?0.36), and diagnostic odds ratio (DOR) was 108 (95%CI 31?374), respectively. The AUC of the summary receiver operating characteristic (SROC) curve was 0.96 (95%CI 0.94?0.98), demonstrating the high accuracy of cfDNA in the diagnosis of BTC. The results of subgroup analyses suggested that the accuracy and sensitivity of choosing different testing methods and sample sources varied. Conclusion ·The detection of cfDNA has high sensitivity and specificity in diagnosing BTC, and is suitable for the patients suspected to be malignant after screening with imaging tests and conventional tumor markers. However, the standardization and uniformity of detection methods and sample sources still need to be further standardized by conducting clinical studies on a wider population.

参考文献

1 VALLE J W, LAMARCA A, GOYAL L, et al. New horizons for precision medicine in biliary tract cancers[J]. Cancer Discov, 2017, 7(9): 943-962.
2 RIZVI S, KHAN S A, HALLEMEIER C L, et al. Cholangiocarcinoma: evolving concepts and therapeutic strategies[J]. Nat Rev Clin Oncol, 2018, 15(2): 95-111.
3 BENAVIDES M, ANTóN A, GALLEGO J, et al. Biliary tract cancers: seom clinical guidelines[J]. Clin Transl Oncol, 2015, 17(12): 982-987.
4 EVERHART J E, RUHL C E. Burden of digestive diseases in the United States Part Ⅲ: liver, biliary tract, and pancreas[J]. Gastroenterology, 2009, 136(4): 1134-1144.
5 WAN J C M, MASSIE C, GARCIA-CORBACHO J, et al. Liquid biopsies come of age: towards implementation of circulating tumour DNA[J]. Nat Rev Cancer, 2017, 17(4): 223-238.
6 VALLE J W, KELLEY R K, NERVI B, et al. Biliary tract cancer[J]. Lancet, 2021, 397(10272): 428-444.
7 BANALES J M, MARIN J J G, LAMARCA A, et al. Cholangiocarcinoma 2020: the next horizon in mechanisms and management[J]. Nat Rev Gastroenterol Hepatol, 2020, 17(9): 557-588.
8 ROA J C, GARCíA P, KAPOOR V K, et al. Gallbladder cancer[J]. Nat Rev Dis Primers, 2022, 8(1): 69.
9 梁后杰, 秦叔逵, 沈锋, 等. CSCO胆道系统肿瘤诊断治疗专家共识(2019年版)[J]. 临床肿瘤学杂志, 2019, 24(9): 828-838.
9 LIANG H J, QIN S K, SHEN F et al. Expert consensus on diagnosis and treatment of CSCO biliary systerm tumors (2019 edition)[J]. Chinese Clinical Oncology, 2019, 24(9): 828-838.
10 VALLE J W. Advances in the treatment of metastatic or unresectable biliary tract cancer[J]. Ann Oncol, 2010, 21(Suppl 7): vii345-vii348.
11 BLECHACZ B, KOMUTA M, ROSKAMS T, et al. Clinical diagnosis and staging of cholangiocarcinoma[J]. Nat Rev Gastroenterol Hepatol, 2011, 8(9): 512-522.
12 蔡晨, 龚伟. 胆囊癌辅助治疗的研究进展[J]. 外科理论与实践, 2021, 26(2): 167-170.
12 CAI C, GONG W. Study on gallbladder cancer adjuvant therapy[J]. Surgery Theory and Practice, 2021, 26(2): 167-170.
13 LONE S N, NISAR S, MASOODI T, et al. Liquid biopsy: a step closer to transform diagnosis, prognosis and future of cancer treatments[J]. Mol Cancer, 2022, 21(1): 79.
14 CROWLEY E, DI NICOLANTONIO F, LOUPAKIS F, et al. Liquid biopsy: monitoring cancer-genetics in the blood[J]. Nat Rev Clin Oncol, 2013, 10(8): 472-484.
15 ALIX-PANABIèRES C, PANTEL K. Liquid biopsy: from discovery to clinical application[J]. Cancer Discov, 2021, 11(4): 858-873.
16 LEON S A, SHAPIRO B, SKLAROFF D M, et al. Free DNA in the serum of cancer patients and the effect of therapy[J]. Cancer Res, 1977, 37(3): 646-650.
17 VESSIES D C L, GREUTER M J E, VAN ROOIJEN K L, et al. Performance of four platforms for KRAS mutation detection in plasma cell-free DNA: ddpcr, Idylla, COBAS z480 and BEAMing[J]. Sci Rep, 2020, 10(1): 8122.
18 HEITZER E, ULZ P, GEIGL J B. Circulating tumor DNA as a liquid biopsy for cancer[J]. Clin Chem, 2015, 61(1): 112-123.
19 OLMEDILLAS-LóPEZ S, GARCíA-ARRANZ M, GARCíA-OLMO D. Current and emerging applications of droplet digital PCR in oncology[J]. Mol Diagn Ther, 2017, 21(5): 493-510.
20 IGNATIADIS M, SLEDGE G W, JEFFREY S S. Liquid biopsy enters the clinic: implementation issues and future challenges[J]. Nat Rev Clin Oncol, 2021, 18(5): 297-312.
21 SIRAVEGNA G, MUSSOLIN B, VENESIO T, et al. How liquid biopsies can change clinical practice in oncology[J]. Ann Oncol, 2019, 30(10): 1580-1590.
22 SHEN N J, ZHANG D D, YIN L, et al. Bile cell?free DNA as a novel and powerful liquid biopsy for detecting somatic variants in biliary tract cancer[J]. Oncol Rep, 2019, 42(2): 549-560.
23 央茂, 李永盛, 吴文广, 等. 液态活检技术在胆道肿瘤诊治中的应用进展[J]. 中华肝胆外科杂志, 2021, 27(6): 472-476.
23 YANG M, LI Y S, WU W G et al. Application progress of liquid biopsy in the diagnosis and treatment of biliary tract cancer[J]. Chinese Journal of Hepatobiliary Surgery, 2021, 27(6): 472-476.
24 LIBERATI A, ALTMAN D G, TETZLAFF J, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration[J]. BMJ, 2009, 339: b2700.
25 HAN J Y, AHN K S, KIM T S, et al. Liquid biopsy from bile-circulating tumor DNA in patients with biliary tract cancer[J]. Cancers, 2021, 13(18): 4581.
26 HE S, ZENG F X, YIN H H, et al. Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples[J]. EClinicalMedicine, 2023, 55: 101736.
27 HUA Y, SUN F Y, HU F, et al. Diagnostic value of quantification of circulating free DNA for gall bladder cancer using a chemiluminescence DNA biosensor system based on DNA G-quadruplex/hemin enzyme[J]. Transl Oncol, 2021, 14(1): 100928.
28 KINUGASA H, NOUSO K, AKO S, et al. Liquid biopsy of bile for the molecular diagnosis of gallbladder cancer[J]. Cancer Biol Ther, 2018, 19(10): 934-938.
29 KUMARI S, HUSAIN N, AGARWAL A, et al. Diagnostic value of circulating free DNA integrity and global methylation status in gall bladder carcinoma[J]. Pathol Oncol Res, 2019, 25(3): 925-936.
30 KUMARI S, MISHRA S, HUSAIN N, et al. Comparison of circulating DNA in malignant neoplasia from diverse locations: investigating a diagnostic role[J]. Indian J Pathol Microbiol, 2022, 65(1): 93-99.
31 KUMARI S, TEWARI S, HUSAIN N, et al. Quantification of circulating free DNA as a diagnostic marker in gall bladder cancer[J]. Pathol Oncol Res, 2017, 23(1): 91-97.
32 WANG X, FU X H, QIAN Z L, et al. Non-invasive detection of biliary tract cancer by low-coverage whole genome sequencing from plasma cell-free DNA: a prospective cohort study[J]. Transl Oncol, 2021, 14(1): 100908.
33 WASENANG W, CHAIYARIT P, PROUNGVITAYA S, et al. Serum cell-free DNA methylation of OPCML and HOXD9 as a biomarker that may aid in differential diagnosis between cholangiocarcinoma and other biliary diseases[J]. Clin Epigenetics, 2019, 11(1): 39.
34 WINTACHAI P, LIM J Q, TECHASEN A, et al. Diagnostic and prognostic value of circulating cell-free DNA for cholangiocarcinoma[J]. Diagnostics, 2021, 11(6): 999.
35 莫迪, 李梦雨, 李华洋, 等. CA199、CEA及cfDNA的联合检测对胆管癌的辅助诊断价值[J]. 牡丹江医学院学报, 2020, 41(3): 18-21.
35 MO D, LI M Y, LI H Y, et al. Diagnostic value of combined detection of CA, CEA and plasma cell-free DNA for cholangiocarcinoma[J]. Journal of Mudanjiang Medical University, 2020, 41(3): 18-21.
36 张俊, 徐志伟, 李克. 诊断性试验meta分析的效应指标评价[J]. 中国循证医学杂志, 2013, 13(7): 890-895.
36 ZHANG J, XU Z W, LI K. Evaluation on the effect index of diagnostic test[J]. Chinese Journal of Evidence-Based Medicine, 2013, 13(7): 890-895.
37 KHAN S A, TAVOLARI S, BRANDI G. Cholangiocarcinoma: epidemiology and risk factors[J]. Liver Int, 2019, 39(S1): 19-31.
38 ARRICHIELLO G, NACCA V, PARAGLIOLA F, et al. Liquid biopsy in biliary tract cancer from blood and bile samples: current knowledge and future perspectives[J]. Explor Target Antitumor Ther, 2022, 3(3): 362-374.
39 SINGH A, DWIVEDI A. Circulating miRNA and cell-free DNA as a potential diagnostic tool in early detection of biliary tract cancer: a meta-analysis[J]. Biomarkers, 2022, 27(5): 399-406.
40 龚伟, 吴向嵩, 杨自逸. 胆囊癌转化治疗模式探索与思考[J]. 中国实用外科杂志, 2022, 42(2): 163-166.
40 GONG W, WU X S, YANG Z Y. Exploring novel therapeutic approach for advanced gallbladder cancer[J]. Chinese Journal of Practical Surgery, 2022, 42(2): 163-166.
文章导航

/