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Protein Biomarkers for Early Detection of Pancreatic Ductal Adenocarcinoma: Progress and Challenges

机译:胰腺导管腺癌早期检测的蛋白质生物标志物:进展和挑战。

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Approximately 75% of patients with pancreatic ductal adenocarcinoma are diagnosed with advanced cancer, which cannot be safely resected. The most commonly used biomarker CA19-9 has inadequate sensitivity and specificity for early detection, which we define as Stage I/II cancers. Therefore, progress in next-generation biomarkers is greatly needed. Recent reports have validated a number of biomarkers, including combination assays of proteins and DNA mutations; however, the history of translating promising biomarkers to clinical utility suggests that several major hurdles require careful consideration by the medical community. The first set of challenges involves nominating and verifying biomarkers. Candidate biomarkers need to discriminate disease from benign controls with high sensitivity and specificity for an intended use, which we describe as a two-tiered strategy of identifying and screening high-risk patients. Community-wide efforts to share samples, data, and analysis methods have been beneficial and progress meeting this challenge has been achieved. The second set of challenges is assay optimization and validating biomarkers. After initial candidate validation, assays need to be refined into accurate, cost-effective, highly reproducible, and multiplexed targeted panels and then validated in large cohorts. To move the most promising candidates forward, ideally, biomarker panels, head-to-head comparisons, meta-analysis, and assessment in independent data sets might mitigate risk of failure. Much more investment is needed to overcome these challenges. The third challenge is achieving clinical translation. To moonshot an early detection test to the clinic requires a large clinical trial and organizational, regulatory, and entrepreneurial know-how. Additional factors, such as imaging technologies, will likely need to improve concomitant with molecular biomarker development. The magnitude of the clinical translational challenge is uncertain, but interdisciplinary cooperation within the PDAC community is poised to confront it.
机译:大约75%的胰腺导管腺癌患者被诊断为晚期癌症,无法安全切除。最常用的生物标志物CA19-9对早期检测的敏感性和特异性不足,我们将其定义为I / II期癌症。因此,迫切需要下一代生物标志物的发展。最近的报告已经验证了许多生物标志物,包括蛋白质和DNA突变的组合测定;然而,将有前途的生物标志物转化为临床用途的历史表明,医学界需要认真考虑几个主要障碍。第一组挑战涉及提名和验证生物标志物。候选生物标志物需要针对预期用途以高灵敏度和特异性将疾病与良性对照区分开来,我们将其描述为识别和筛查高危患者的两级策略。社区范围内共享样品,数据和分析方法的努力是有益的,并且已经完成了应对这一挑战的工作。第二组挑战是分析的优化和生物标志物的验证。在最初的候选者验证后,需要将测定法精化为准确,具有成本效益,高度可重复性和多重性的靶向靶标,然后在大量队列中进行验证。为了使最有前途的候选人前进,理想情况下,在独立数据集中进行生物标志物检测,头对头比较,荟萃分析和评估可能会降低失败的风险。需要更多的投资来克服这些挑战。第三个挑战是实现临床翻译。要对临床进行早期检测测试,需要大量的临床试验以及组织,监管和创业知识。其他因素,例如成像技术,可能需要与分子生物标志物的开发同时改善。临床翻译挑战的规模尚不确定,但PDAC社区内部的跨学科合作已准备好应对它。

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