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.

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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
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Early detection of pancreatic cancer by a high-throughput protease-activated nanosensor assay

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27 citations
Science Translational Medicine
Pancreatic and Hepatic Oncology Research
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article

Early detection of pancreatic cancer by a high-throughput protease-activated nanosensor assay

Jared M. Fischer, Ranish K. Patel, Manuella Castro Sousa, Sadik C. Esener, Arnaud Quentel, Brett C. Sheppard, Melissa H. Wong, Benjamin R. Kingston, Jessica Minnier, Utkan Demirci, Rosalie C. Sears, Jose L. Mira, Dove Keith, Charles D. Lopez, Larry L. David
article en
27 citations

Abstract

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.

Science Translational MedicineVol. 17(785)
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)
Peace, Justice and strong institutions
Openalex Percentile: Top 0%
Pancreatic and Hepatic Oncology Research
28.23
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