“…Despite the multiple redundancies incorporated into human immune pathways driven by successful evolution (Nish & Medzhitov, 2011), our data suggest that the pattern of immune response activation is sufficiently specific to allow identification of the causative pathogen. For example, while immune responses during enteric fever and TB are broadly characterized by IFN signalling, we and others have reported that this response during acute S. Typhi infection appears to be skewed towards a type II pattern likely associated with neutrophils and NK cells rather than the type I-dominated profile found in TB (Manca et al, 2005;Thompson et al, 2009;Berry et al, 2010a;Spees et al, 2014;Blohmke et al, 2016aBlohmke et al, , 2017Dobinson et al, 2017). Application of computational methods to large datasets including host gene expression has been shown to be an effective approach to capture such differential activation of immune pathways (Herberg et al, 2016;Sweeney et al, 2016).…”