Analysis of cross sectional and time series data will identify clinical, genetic, and other molecular markers predicting a severe course of pneumonia in the hospital. Analysis of multilevel 'omics data in conjunction with clinical data will provide new insights into pathomechanistic details of pneumonia progression.