Not all women experience the same changes in depression from pregnancy through the years following childbirth, but the patterns of prenatal and postnatal depression are underexplored. This study investigated the trajectories and associated predictors of depressive symptoms in women from pregnancy through the first 3 years postpartum. We followed 340 pregnant women from an antenatal clinic in Hong Kong, first at 20-24 weeks of gestation, then at 4 weeks after childbirth, and again at 3 years after childbirth. Pregnant women reported their depressive symptoms whether they had intimate partner violence, health conditions, adverse childhood experiences, family support, and perceived partner involvement. Latent class growth analysis was applied to identify distinct trajectories of depression, and binary logistic regressions were performed to analyze predictors of trajectories. We found that 26.5% of women showed clinical depressive symptoms at 20-24 weeks of gestation, 9.7% at 4 weeks after childbirth, and 12.6% at 3 years after childbirth. Two classes were identified: a low-stable group (86.2%) and a relapsing/remitting group (13.8%). Women with a history of trauma (i.e., intimate partner violence and adverse childhood experiences) and mental health difficulties were more likely to be classified in the relapsing/remitting group than in the low-stable group. Family support and partner emotional involvement appeared to protect the women from suffering relapsing/remitting depression. The findings highlight the importance of screening for depression throughout pregnancy and extending several years postpartum. Distinguishing the different trajectories of depression and identifying its associated factors are critical to providing targeted interventions to the most vulnerable women (i.e., a relapsing/remitting group in the present study). (PsycInfo Database Record (c) 2024 APA, all rights reserved).