Five distinct patterns of CRP response trajectories were identified using latent class models, providing evidence for heterogeneity in infection responses; interestingly nearly 65% of culture-positive episodes with a pathogen, but also around half of culture-negative episodes, were associated with acute responses. Here, CRP is linked to infection.