(683c) Rotational Brownian Motion of Immuno-Janus Particles Enables Rapid Quantification of Cancer-Associated Exosomes in Blood Plasma for Early Cancer Screening
AIChE Annual Meeting
2024
2024 AIChE Annual Meeting
Food, Pharmaceutical & Bioengineering Division
Biosensors for Detecting Viruses and Extracellular Vesicles
Thursday, October 31, 2024 - 1:28pm to 1:46pm
Our lab has developed a novel platform for directly quantifying plasma exosomes by measuring shifts in rotational Brownian motion of Immuno-Janus Particles (IJPs). These one-micron fluorescent polystyrene beads, coated with a thin 30 nm layer of gold on a singular hemisphere, exhibit a blinking phenomenon and offer rapid thiol-based antibody conjugation potential. Fundamental rotational Brownian motion induces a spin on the IJPs with a frequency inversely proportional to the cubed particle diameter. An increase in the effective size, i.e. via exosome coupling, decreases the speed with which the particles blink. Our specific and sensitive platform has shown a limit of detection of 1000 exosomes/μL using less than 10 μL of plasma. The size-based detection of IJPs circumvents the need for pre-treatment, as free-floating and non-specific proteins are too small to produce a signal. Implementing a custom single particle tracking algorithm allows for rapid (<60 minute) workflow for detection of exosomes.
Building upon this foundation, IJPs were functionalized with antibodies specific to cancer-associated surface markers such as aEGFR, CEA, and GPC1. We incubated the functionalized IJPs with plasma from cancer patients, including those with colorectal cancer (CRC), glioblastoma (GBM), and pancreatic ductal adenocarcinoma (PDAC). In a blind study encompassing over 90 clinical samples, we achieved differentiation between healthy and cancer patient plasma with an AUC of 0.92. Additionally, we successfully distinguished the types of cancers studied, achieving AUC values of 0.95 for CRC, 0.95 for GBM, and 0.92 for PDAC.