Identification of activity-based biomarkers for early-stage pancreatic tumors in blood using single-molecule enzyme activity screening

Cell Rep Methods. 2024 Jan 22;4(1):100688. doi: 10.1016/j.crmeth.2023.100688. Epub 2024 Jan 12.

Abstract

Single-molecule enzyme activity-based enzyme profiling (SEAP) is a methodology to globally analyze protein functions in living samples at the single-molecule level. It has been previously applied to detect functional alterations in phosphatases and glycosidases. Here, we expand the potential for activity-based biomarker discovery by developing a semi-automated synthesis platform for fluorogenic probes that can detect various peptidases and protease activities at the single-molecule level. The peptidase/protease probes were prepared on the basis of a 7-amino-4-methylcoumarin fluorophore. The introduction of a phosphonic acid to the core scaffold made the probe suitable for use in a microdevice-based assay, while phosphonic acid served as the handle for the affinity separation of the probe using Phos-tag. Using this semi-automated scheme, 48 fluorogenic probes for the single-molecule peptidase/protease activity analysis were prepared. Activity-based screening using blood samples revealed altered single-molecule activity profiles of CD13 and DPP4 in blood samples of patients with early-stage pancreatic tumors. The study shows the power of single-molecule enzyme activity screening to discover biomarkers on the basis of the functional alterations of proteins.

Keywords: CP: Biotechnology; CP: Cancer biology; Chemical biology; activity-based diagnosis; biomarker; enzymes; enzymomics; fluorogenic probes; pancreatic tumor; single-molecule analysis; single-molecule enzyme activity-based enzyme profiling.

MeSH terms

  • Biomarkers
  • Humans
  • Pancreatic Hormones
  • Pancreatic Neoplasms*
  • Peptide Hydrolases* / metabolism
  • Phosphorous Acids*
  • Proteins

Substances

  • phosphonic acid
  • Peptide Hydrolases
  • Proteins
  • Biomarkers
  • Pancreatic Hormones
  • Phosphorous Acids