Provided herein are nanoparticles configured for the rapid detection of disease-specific peptides from patient samples, including blood-based samples. Also provided are methods of measuring the level of an infection by isolation and quantification of disease-specific peptides from patient samples. The nanoparticles may act as a co-matrix for matrix assisted laser desorption/ionization mass spectrometry.