TY - JOUR
T1 - Early detection of pancreatic cancer by a high-throughput protease-activated nanosensor assay
AU - Montoya Mira, Jose L.
AU - Quentel, Arnaud
AU - Patel, Ranish K.
AU - Keith, Dove
AU - Sousa, Megan
AU - Minnier, Jessica
AU - Kingston, Benjamin R.
AU - David, Larry
AU - Esener, Sadik C.
AU - Sears, Rosalie C.
AU - Lopez, Charles
AU - Sheppard, Brett C.
AU - Demirci, Utkan
AU - Wong, Melissa
AU - Fischer, Jared
N1 - Publisher Copyright:
Copyright © 2025 The Authors, some rights reserved.
PY - 2025/2/12
Y1 - 2025/2/12
N2 - 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.
AB - 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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U2 - 10.1126/scitranslmed.adq3110
DO - 10.1126/scitranslmed.adq3110
M3 - Article
C2 - 39937880
AN - SCOPUS:85218715869
SN - 1946-6234
VL - 17
JO - Science translational medicine
JF - Science translational medicine
IS - 785
M1 - eadq3110
ER -