Analysis of the Neuropsychiatric inventory (NPI) from the same cohort showed that elevated systemic TNF-α was associated with a 2-fold increase in symptoms characteristic of sickness behavior including apathy, anxiety, depression and agitation (Holmes et al., 2011). Here, TNF is linked to depressive symptom measurement.