Subtyping strokes using blood‐based protein biomarkers: A high‐throughput proteomics and machine learning approach
Misra S, Singh P, Sengupta S, Kushwaha M, Rahman Z, Bhalla D, Talwar P, Nath M, Chakraborty R, Kumar P, Kumar A, Aggarwal P, Srivastava A, Pandit A, Mohania D, Prasad K, Mishra N, Vibha D. Subtyping strokes using blood‐based protein biomarkers: A high‐throughput proteomics and machine learning approach. European Journal Of Clinical Investigation 2024, e14372. PMID: 39655799, DOI: 10.1111/eci.14372.Peer-Reviewed Original ResearchHigh-throughput proteomicsExpressed proteinsSWATH-MSInteraction networkPathway analysisProteomicsProtein biomarkersBlood-based protein biomarkersIntracerebral haemorrhageDifferentiate ISIschemic strokeProteinApo C1Clinical variablesDiscovery phaseMMP-9Multivariate logistic regression analysisLogistic regression analysisCut-off pointCytoscape