An Adjustable Positivity Threshold for Non-invasive Screening Tests for Colorectal Neoplasms Can Improve Screening Program Effectiveness and Feasibility.

IF 2.5 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Digestive Diseases and Sciences Pub Date : 2024-10-09 DOI:10.1007/s10620-024-08657-6
Graeme P Young, Carlo Senore, Ronald Schoengold, Geri Laven-Law, Hiroshi Saito, Erin L Symonds
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Abstract

Background: In two-step population screening for colorectal cancer (CRC), a simple non-invasive test, commonly a fecal immunochemical test for hemoglobin (FIT), is first undertaken to predict, based on the fecal hemoglobin concentration (f-Hb), who is more likely to have colorectal neoplasia and needs colonoscopy.

Aim: To evaluate the importance of being able to adjust the f-Hb threshold that triggers follow-up colonoscopy (the "positivity threshold"), we evaluated the predictive value of f-Hb for colorectal neoplasia and its implications for the configuration of new non-invasive tests.

Methods: A literature review was conducted on the use of quantitative FIT to select the positivity threshold, followed by using f-Hb from a large population to model how adjusting the positivity threshold enabled achievement of the desired program outcomes in a feasible manner.

Results: The literature review and the modeling found that while the f-Hb positivity threshold is predictive for colorectal neoplasia across a wide range of f-Hb, there is a complex relationship between program outcomes and f-Hb. The threshold determines not just clinical accuracy (including true- and false-positive results for CRC and/or advanced precursor lesions), but also the colonoscopy workload. A lower f-Hb threshold is associated with a higher sensitivity for neoplasia but a lower specificity and a heavier load of follow-up colonoscopies. Consequently, the threshold determines a program's impact on population CRC mortality and incidence, but also its feasibility and cost-effectiveness within a health-care system.

Discussion: We are entering a new era of non-invasive screening tests, where multiple biomarkers found in biological samples such as blood as well as feces, are being developed and evaluated. These typically specify a non-transparent algorithm, developed with machine learning, to provide a predictive dichotomous positive/negative result with a fixed associated clinical accuracy and colonoscopy workload. This will restrict use of new tests in jurisdictions where the accuracy and workload implications do not match the desired screening program outcomes.

Conclusion: However, similar to flexible FIT positivity thresholds, it would be ideal if new tests also provide capacity for screening program providers to select the positivity threshold that delivers their desired screening outcomes in a feasible manner. How marketing, distribution and reimbursement of non-invasive tests are approved, funded and implemented varies widely across jurisdictions and must be taken into account.

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可调节的结直肠肿瘤无创筛查检验阳性阈值可提高筛查计划的有效性和可行性。
背景:在结直肠癌(CRC)的两步人群筛查中,首先进行的是一种简单的无创检验,通常是粪便血红蛋白免疫化学检验(FIT),根据粪便血红蛋白浓度(f-Hb)预测哪些人更有可能患有结直肠肿瘤并需要进行结肠镜检查。目的:为了评估调整引发后续结肠镜检查的粪便血红蛋白阈值("阳性阈值")的重要性,我们评估了粪便血红蛋白对结直肠肿瘤的预测价值及其对配置新的无创检验的影响:方法:我们对使用定量 FIT 选择阳性阈值进行了文献综述,然后使用来自大量人群的 f-Hb 建立模型,说明如何通过调整阳性阈值以可行的方式实现预期的项目成果:结果:文献综述和建模发现,虽然 f-Hb 阳性阈值可在广泛的 f-Hb 范围内预测结直肠肿瘤,但计划结果与 f-Hb 之间存在复杂的关系。阈值不仅决定了临床准确性(包括 CRC 和/或晚期前驱病变的真阳性和假阳性结果),还决定了结肠镜检查的工作量。f-Hb 阈值越低,对肿瘤的敏感性越高,但特异性越低,随访结肠镜检查的工作量也越大。因此,阈值决定了一项计划对人群 CRC 死亡率和发病率的影响,也决定了其在医疗保健系统中的可行性和成本效益:我们正在进入一个无创筛查检测的新时代,在血液和粪便等生物样本中发现的多种生物标志物正在被开发和评估。这些检测方法通常采用机器学习开发的不透明算法,以提供预测性的二分法阳性/阴性结果,并具有固定的相关临床准确性和结肠镜检查工作量。这将限制在准确性和工作量不符合预期筛查结果的地区使用新的检测方法:然而,与灵活的 FIT 阳性阈值类似,如果新检测方法也能为筛查项目提供者提供选择阳性阈值的能力,从而以可行的方式实现他们所期望的筛查结果,那将是最理想的。无创检验的营销、分销和报销在各辖区的批准、资助和实施方式存在很大差异,必须予以考虑。
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来源期刊
Digestive Diseases and Sciences
Digestive Diseases and Sciences 医学-胃肠肝病学
CiteScore
6.40
自引率
3.20%
发文量
420
审稿时长
1 months
期刊介绍: Digestive Diseases and Sciences publishes high-quality, peer-reviewed, original papers addressing aspects of basic/translational and clinical research in gastroenterology, hepatology, and related fields. This well-illustrated journal features comprehensive coverage of basic pathophysiology, new technological advances, and clinical breakthroughs; insights from prominent academicians and practitioners concerning new scientific developments and practical medical issues; and discussions focusing on the latest changes in local and worldwide social, economic, and governmental policies that affect the delivery of care within the disciplines of gastroenterology and hepatology.
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