Chronic low back pain (cLBP) remains a major health crisis worldwide. Current conceptualizations of cLBP utilize the biopsychosocial model, yet research on social factors remains limited. Adverse childhood experiences (ACEs) are a risk factor for a variety of chronic health problems, including cLBP. However, the extent to which socioeconomic context might influence associations between ACEs and cLBP remains unclear. Socioeconomic factors such as healthcare access and living conditions, which cluster at the neighborhood level, may affect how ACEs relate to cLBP in adulthood. This study examined (1) the relationship between ACEs and conditioned pain modulation (CPM), and (2) the moderating effect of area-level deprivation index (ADI) in a sample of community-dwelling adults with cLBP. 183 adults with cLBP (53% female, 62.8% non-Hispanic Black) reported on ACEs, ADI, sociodemographics, and completed experimental testing of conditioned pain modulation (CPM). Greater ACEs were associated with a less efficient CPM response for individuals residing in low neighborhood deprivation (p < 0.01). ACEs were not significantly associated with CPM for those residing in average (p = 0.31) or high deprivation (p = 0.15). Our findings suggest that a history of ACEs is associated with diminished ability to inhibit pain, especially among individuals living in less deprived neighborhoods. The association between ACEs and CPM was weakest for the portion of our sample residing in neighborhoods with the most deprivation. People from disadvantaged backgrounds may experience numerous psychosocial stressors that hinder CPM, making it difficult to assess the specific impact of ACEs on CPM. Trial registrationThis study utilized baseline data collected as part of a parent trial titled “Examining Racial and SocioEconomic Disparities in Chronic Low Back Pain” (ERASED - ClinicalTrials.gov ID: NCT03338192). PerspectiveThis study demonstrates that early life adversity is associated with abnormal endogenous pain modulation, particularly for participants who live in neighborhoods characterized by less deprivation.