Protein N-Glycosylation Traits Combined with CA19-9 Accurately Distinguish Pancreatic Cancer Cases From Healthy Controls and Benign Pancreatic Diseases.

IF 1.7 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY
Aleksander M Bogdanski, Derk C F Klatte, Monique E van Leerdam, Christa M Cobbaert, Bart E P B Ballieux, Jeanin E van Hooft, Kristin E Clift, Manfred Wuhrer, Wilma E Mesker, Yan Bi, Michael B Wallace, Yuri E M van der Burgt
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引用次数: 0

Abstract

Objectives: New methods are needed to detect pancreatic ductal adenocarcinoma (PDAC) earlier to improve outcomes. We previously reported that a panel of protein N-glycosylation traits (NGTs) discriminated PDAC from healthy-controls with an area under the curve (AUC) of 0.81-0.88. However, it remained unclear whether this panel accurately differentiates PDAC from other benign pancreatic disorders. Our study aims to evaluate the performance of the NGT panel in combination with CA19-9, in a diverse cohort, including PDAC cases, healthy-controls and controls with benign pancreatic disorders.

Methods: Protein N-glycosylation profiles were determined in plasma samples using an in-house developed mass spectrometry assay. CA19-9 levels were measured using routine immunoassay test. Results of total plasma NGTs and CA19-9 were evaluated separately as well as in combination. Logistic regression was performed to calculate odds ratios (ORs), AUC, sensitivity and specificity to determine the performance of NGTs and CA19-9 in distinguishing PDAC from controls.

Results: In total 221 individuals were included: 45 (20.4%) with PDAC, and 176 (79.6%) controls (53 healthy and 123 with benign pancreatic disease). The AUC for differentiating PDAC from the total control cohort based on the combination of the NGT panel and CA19-9 was 0.94 (95% CI, 0.90-0.97), with a sensitivity of 0.89 (95% CI, 0.78-0.98) and specificity of 0.86 (95% CI, 0.81-0.91). Comparison of PDAC cases with healthy-controls only, resulted in an AUC of 0.96 (95% CI, 0.93-0.99), with a sensitivity of 0.84 (95% CI, 0.73-0.93) and specificity of 0.98 (95% CI, 0.94-1.00).

Conclusions: Both plasma NGTs and CA19-9 distinguish PDAC from a diverse-control cohort. The accuracy further improves when these readouts are combined, showing promise for future early detection methods.

蛋白n -糖基化特征结合CA19-9可准确区分胰腺癌与健康对照及良性胰腺疾病
目的:需要新的方法来早期检测胰腺导管腺癌(PDAC)以改善预后。我们之前报道了一组蛋白质n -糖基化性状(NGTs)以0.81-0.88的曲线下面积(AUC)将PDAC与健康对照区分开。然而,目前尚不清楚该指标能否准确地将PDAC与其他良性胰腺疾病区分开来。我们的研究旨在评估NGT面板联合CA19-9在不同队列中的表现,包括PDAC病例、健康对照组和良性胰腺疾病对照组。方法:使用内部开发的质谱法测定血浆样品中的蛋白质n-糖基化谱。采用常规免疫分析法检测CA19-9水平。血浆总NGTs和CA19-9分别及联合测定。采用Logistic回归计算比值比(or)、AUC、敏感性和特异性,以确定NGTs和CA19-9在区分PDAC与对照组中的作用。结果:共纳入221例患者:PDAC患者45例(20.4%),对照组176例(79.6%)(健康53例,良性胰腺疾病123例)。基于NGT面板和CA19-9的组合区分PDAC与总对照队列的AUC为0.94 (95% CI, 0.90-0.97),敏感性为0.89 (95% CI, 0.78-0.98),特异性为0.86 (95% CI, 0.81-0.91)。PDAC病例与健康对照的AUC为0.96 (95% CI, 0.93-0.99),敏感性为0.84 (95% CI, 0.73-0.93),特异性为0.98 (95% CI, 0.94-1.00)。结论:血浆NGTs和CA19-9可将PDAC与不同对照队列区分开来。当这些读数结合在一起时,准确性进一步提高,为未来的早期检测方法提供了希望。
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来源期刊
Pancreas
Pancreas 医学-胃肠肝病学
CiteScore
4.70
自引率
3.40%
发文量
289
审稿时长
1 months
期刊介绍: Pancreas provides a central forum for communication of original works involving both basic and clinical research on the exocrine and endocrine pancreas and their interrelationships and consequences in disease states. This multidisciplinary, international journal covers the whole spectrum of basic sciences, etiology, prevention, pathophysiology, diagnosis, and surgical and medical management of pancreatic diseases, including cancer.
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