Early detection of pancreatic cancer by a high-throughput protease-activated nanosensor assay
Pancreatic ductal adenocarcinoma (PDAC) is among the top causes of cancer-related death. Patients are frequently diagnosed in the more advanced stages when effective treatment options are limited; however, earlier detection of PDAC by liquid biopsy may expand treatment options and improve survival outcomes. Here, we developed a noninvasive detection assay for PDAC based on serum protease activity to leverage the increase in cancer-associated protease activity in the peripheral blood of patients with PDAC. We screened a series of protease-cleavable peptide probes for the discrimination of PDAC samples versus healthy controls and noncancerous pancreatic disease. We identified a single MMP-sensitive probe, which could distinguish PDAC from controls with 79 ± 6% accuracy. We further developed this probe into a rapid magnetic nanosensor assay, termed PAC-MANN, that measures serum protease cleavage of a target-probe nanosensor with a simple fluorescent readout. In a longitudinal cohort of patients undergoing surgical removal of the primary tumor, the probe cleavage signal was reduced by 16 ± 24% after surgery. In a separate blinded retrospective study, the PAC-MANN assay identified PDAC samples with 98% specificity and 73% sensitivity across all stages and distinguished 100% of patients with noncancer pancreatic disease relative to patients with PDAC. The PAC-MANN assay combined with the clinical biomarker CA 19-9 was 85% sensitive for detection of stage I PDAC with 96% specificity. Therefore, the PAC-MANN assay is a rapid, high-throughput method that uses small blood volumes with the potential to enhance early PDAC detection, specifically among individuals at high risk of developing PDAC.
Authors
- Jared M. Fischer (ORCID: https://orcid.org/0000-0002-0062-0870)
- Ranish K. Patel (ORCID: https://orcid.org/0000-0003-3672-5735)
- Manuella Castro Sousa
- Sadik C. Esener (ORCID: https://orcid.org/0000-0002-6873-0478)
- Arnaud Quentel (ORCID: https://orcid.org/0000-0002-5743-3056)
- Brett C. Sheppard (ORCID: https://orcid.org/0000-0002-2182-7547)
- Melissa H. Wong (ORCID: https://orcid.org/0000-0002-5127-279X)
- Benjamin R. Kingston (ORCID: https://orcid.org/0000-0003-1491-0366)
- Jessica Minnier (ORCID: https://orcid.org/0000-0002-3527-2757)
- Utkan Demirci (ORCID: https://orcid.org/0000-0003-2784-1590)
- Rosalie C. Sears (ORCID: https://orcid.org/0000-0003-1558-2413)
- Jose L. Mira (ORCID: https://orcid.org/0000-0002-7955-5580)
- Dove Keith (ORCID: https://orcid.org/0000-0001-6104-3264)
- Charles D. Lopez (ORCID: https://orcid.org/0000-0002-0921-4932)
- Larry L. David
Institutions
- Oregon Health & Science University (US)
- Palo Alto University (US)
- Oregon Medical Research Center (US)
- Pancreatic Cancer UK (GB)
- OHSU Knight Cancer Institute
- University of Portland (US)
Publication Details
- Journal
- Science Translational Medicine
- Published
- 2025-02-12
- DOI
- https://doi.org/10.1126/scitranslmed.adq3110
- Citations
- 27
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 28.23