For comparison, much simpler models with only the two statistically most significant markers (kallistatin and SYWC) or with the four proteins showing the largest fold changes between TB and non-TB samples (SAA, NPS-PLA2, IP-10, and CA6) had clearly inferior performance in the same set (Fig. S8). The gene discussed is SAA1; the disease is tuberculosis.