SYSTEMS AND METHODS FOR PROCESSING MASS SPECTROMETRY DATASETS

• Main Authors: Mohtashemi, Iman, Kitano, Hugo, Siddiqui, Asim, Platt, Theodore
• Format: Patent
• Language: English
• Published: 22.08.2024
• Subjects: INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES; MEASURING; PHYSICS; TESTING

In some aspects, the present disclosure provides a method for normalizing and processing mass spectrometry datasets. In some embodiments, the method comprises loading a plurality of mass spectrometry data obtained from a plurality of samples into a memory of a computing node to generate a cached dataset. In some embodiments, the method comprises transmitting a copy of the cached dataset to a plurality of cache memories of a plurality of computing nodes. In some embodiments, the method comprises determining, using the plurality of computing nodes, a plurality of feature values for the plurality of mass spectrometry data. In some embodiments, the method comprises normalizing, using the plurality of computing nodes, across the plurality of mass spectrometry datasets using the plurality of feature values to generate a plurality of normalized mass spectrometry data.