Phase-I multiple regression analyses showed that young children exposed to high levels of socioeconomic disadvantage had higher salivary levels of TNF-α, IL-1β, and hair DHEA after adjusting for family dysfunction, caregivers’ depression, and anxiety levels (Fig. 1a–c, respectively). Here, TNF is linked to depressive symptom measurement.