A multi-analyte liquid biopsy approach for nonseminomatous testicular germ cell tumors: combining cfDNA and N-glycan analysis in blood and seminal plasma.

IF 5.3 2区 医学 Q1 ONCOLOGY
Jure Krasic, Dinko Soic, Lucija Skara Abramovic, Ivona Kolosnjaj, Miroslav Tomic, Alen Vrtaric, Sasa Kralik Oguic, Nina Gelo, Ana Katusic Bojanac, Davor Jezek, Dinko Mitrecic, Monika Ulamec, Tomislav Kulis, Olga Gornik, Nino Sincic
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引用次数: 0

Abstract

Background: Nonseminomatous testicular germ cell tumors (NSE) present significant diagnostic challenges, especially for the early detection of serum tumor marker (STM) negative cases. Current diagnostic tools are limited, highlighting the need for innovative approaches. This study investigates a novel multi-analyte approach combining circulating cell-free DNA (cfDNA) and N-glycan profiling in both blood and seminal plasma to improve NSE diagnostics.

Methods: The study included 41 NSE patients and 114 healthy controls. Diagnostic potential of cfDNA parameters (quality and fragmentation), cfDNA methylation (RASSF1A, PRSS21, and LINE-1) and N-glycan alterations in blood plasma and seminal plasma samples was investigated using logistic regression models. Pre- and post-radical orchidectomy longitudinal samples from NSE patients were analyzed to assess surgical treatment response and disease monitoring utility.

Results: Blood plasma analysis of combined cfDNA and N-glycan profiling demonstrated high diagnostic precision, with an AUC of 0.96, identifying 85% of STM-negative patients and all pure-form teratomas. Post-operative blood plasma analysis showed that LINE-1 cfDNA methylation levels returned to those of healthy controls. Seminal plasma analysis revealed an increased cfDNA fragmentation index (CFI) and cfDNA methylation changes in LINE-1 and PRSS21, with an AUC of 0.83 and identifying 85% of STM-negative patients.

Conclusion: The proposed multi-analyte approach significantly improves early diagnostics of NSE, particularly for STM-negative cases and teratomas. LINE-1 cfDNA methylation is a promising biomarker for NSE detection and treatment monitoring. These findings could transform diagnostic strategies and patient management in testicular germ cell tumors, with potential applications in reducing overtreatment and improving outcomes .

非精原性睾丸生殖细胞肿瘤的多分析物液体活检方法:结合血液和精浆中的cfDNA和n -聚糖分析。
背景:非半瘤性睾丸生殖细胞肿瘤(NSE)的诊断面临重大挑战,特别是在血清肿瘤标志物(STM)阴性病例的早期检测方面。目前的诊断工具是有限的,强调需要创新的方法。本研究研究了一种新的多分析物方法,将血液和精浆中的循环无细胞DNA (cfDNA)和n -聚糖分析结合起来,以提高NSE的诊断。方法:选取41例NSE患者和114例健康对照。使用logistic回归模型研究血浆和精浆样本中cfDNA参数(质量和片段化)、cfDNA甲基化(RASSF1A、PRSS21和LINE-1)和n -聚糖改变的诊断潜力。对NSE患者根治性睾丸切除术前后的纵向样本进行分析,以评估手术治疗效果和疾病监测效用。结果:血浆cfDNA联合n -聚糖谱分析具有较高的诊断精度,AUC为0.96,可识别85%的stm阴性患者和所有纯畸胎瘤。术后血浆分析显示LINE-1 cfDNA甲基化水平恢复到健康对照组水平。精浆分析显示,LINE-1和PRSS21的cfDNA片段化指数(CFI)和cfDNA甲基化变化增加,AUC为0.83,85%的stm阴性患者。结论:提出的多分析物方法显著提高了NSE的早期诊断,特别是对stm阴性病例和畸胎瘤。LINE-1 cfDNA甲基化是一种很有前景的NSE检测和治疗监测的生物标志物。这些发现可能改变睾丸生殖细胞肿瘤的诊断策略和患者管理,在减少过度治疗和改善预后方面具有潜在的应用价值。
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来源期刊
CiteScore
10.90
自引率
1.70%
发文量
360
审稿时长
1 months
期刊介绍: Cancer Cell International publishes articles on all aspects of cancer cell biology, originating largely from, but not limited to, work using cell culture techniques. The journal focuses on novel cancer studies reporting data from biological experiments performed on cells grown in vitro, in two- or three-dimensional systems, and/or in vivo (animal experiments). These types of experiments have provided crucial data in many fields, from cell proliferation and transformation, to epithelial-mesenchymal interaction, to apoptosis, and host immune response to tumors. Cancer Cell International also considers articles that focus on novel technologies or novel pathways in molecular analysis and on epidemiological studies that may affect patient care, as well as articles reporting translational cancer research studies where in vitro discoveries are bridged to the clinic. As such, the journal is interested in laboratory and animal studies reporting on novel biomarkers of tumor progression and response to therapy and on their applicability to human cancers.
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