Identification of a three-biomarker panel in urine for early detection of pancreatic adenocarcinoma
Open accessPublished version of a preprint
Abstract
PURPOSE: Noninvasive biomarkers for early detection of pancreatic ductal adenocarcinoma (PDAC) are currently not available. Here, we aimed to identify a set of urine proteins able to distinguish patients with early-stage PDAC from healthy individuals. EXPERIMENTAL DESIGN: Proteomes of 18 urine samples from healthy controls, chronic pancreatitis, and patients with PDAC (six/group) were assayed using GeLC/MS/MS analysis. The selected biomarkers were subsequently validated with ELISA assays using multiple logistic regression applied to a training dataset in a multicenter cohort comprising 488 urine samples. RESULTS: LYVE-1, REG1A, and TFF1 were selected as candidate biomarkers. When comparing PDAC (n = 192) with healthy (n = 87) urine specimens, the resulting areas under the receiver-operating characteristic curves (AUC) of the panel were 0.89 [95% confidence interval (CI), 0.84-0.94] in the training (70% of the data) and 0.92 (95% CI, 0.86-0.98) in the validation (30% of the data) datasets. When comparing PDAC stage I-II (n = 71) with healthy urine specimens, the panel achieved AUCs of 0.90 (95% CI, 0.84-0.96) and 0.93 (95% CI, 0.84-1.00) in the training and validation datasets, respectively. In PDAC stage I-II and healthy samples with matching plasma CA19.9, the panel achieved a higher AUC of 0.97 (95% CI, 0.94-0.99) than CA19.9 (AUC = 0.88; 95% CI, 0.81-0.95, P = 0.005). Adding plasma CA19.9 to the panel increased the AUC from 0.97 (95% CI, 0.94-0.99) to 0.99 (95% CI, 0.97-1.00, P = 0.04), but did not improve the comparison of stage I-IIA PDAC (n = 17) with healthy urine. CONCLUSIONS: We have established a novel, three-protein biomarker panel that is able to detect patients with early-stage pancreatic cancer in urine specimens.
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References 52 · Cited by 203
Research works printed but not linked: 2
- [5]Furukawa H Okada S Saisho H Ariyama J Karasawa E Nakaizumi A Clinicopathologic features of small pancreatic adenocarcinoma. A collective study Cancer 1996 78 986 90 8780535
- [28]Kimura N Yonekura H Okamoto H Nagura H Expression of human regenerating gene mRNA and its product in normal and neoplastic human pancreas Cancer 1992 70 1857 63 1525759
- Authors
- Radon, T. P., Massat, N. J., Jones, R., Alrawashdeh, W., Dumartin, L., Ennis, D., Duffy, S. W., Kocher, H. M., Pereira, S. P., Guarner (posthumous), L., Murta-Nascimento, C., Real, F. X., Malats, N., Neoptolemos, J., Costello, E., Greenhalf, W., Lemoine, N. R., & Crnogorac-Jurcevic, T.
- Affiliations
- Queen Mary University of London (GB)
- 3MS Bioworks, LLC, Ann Arbor, Michigan.
- University College London (GB)
- 6Hospital General Universitari Vall Hebron, Barcelona, Spain.
- 7Hospital del Mar — Parc de Salut Mar, Barcelona, Spain.
- Spanish National Cancer Research Centre (ES)
- 9The NIHR Liverpool Pancreas Biomedical Research Unit, Liverpool, United Kingdom.
- 1Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom.
- ORCID
- Venue
- Clinical Cancer Research
- Published
- 2015-08-01
- Volume
- 21
- Issue
- 15
- Pages
- 3512-3521
- ISSN
- 1078-0432 (ISSN-L)
- 1557-3265
- PMC
- PMC4539580
- OpenAlex
- W1929411275
- Cited by
- 203
- References
- 52
- Citations by year
- 2026: 6 · 2025: 17 · 2024: 17 · 2023: 16 · 2022: 16 · 2021: 33 · 2020: 22 · 2019: 20 · 2018: 21 · 2017: 17 · 2016: 13 · 2015: 5
- FWCI
- 8.15
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Pancreatic Cancer UK (RG2014_01_PERERIA, 2013 RIF)
- Cancer Research UK (16812, A12008, 15957, 12008)
- National Institute for Health and Care Research (PB-PG-0407-13363, NF-SI-0510-10126)
- National Cancer Institute (P01CA084203)
- Topics
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Health Sciences › Medicine › Surgery › Pancreatitis Pathology and Treatment
- Keywords
- pancreatic ductal adenocarcinoma, early cancer detection, urinary biomarkers, non-invasive diagnosis, LYVE-1, REG1A, TFF1, CA19-9, chronic pancreatitis, early-stage pancreatic cancer, diagnostic accuracy, plasma biomarkers, liquid biopsy
- MeSH terms
- Trefoil Factor-1, Adenocarcinoma, Adult, Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Neoplasm Staging, Pancreatic Neoplasms, Biomarkers, Tumor, Antigens, Tumor-Associated, Carbohydrate, Gene Expression Regulation, Neoplastic, Proteome, Tumor Suppressor Proteins, Vesicular Transport Proteins, Lithostathine, Tandem Mass Spectrometry, Early Detection of Cancer
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