e21689 Background: Patients with advanced cancer experience significant distress. Timely identification and treatment of distress can improve outcomes and quality of life. Domains of distress (i.e. pain, fatigue, physical function) can be assessed using patient reported outcome (PRO) questionnaires. However, PROs can be burdensome to patients, particularly when performed serially. Given the relationship between physical activity and sleep with domains of distress, wearable activity monitors may assist in the real-time detection of distress in advanced cancer patients. Methods: We conducted a prospective, observational study at Cedars-Sinai Medical Center and enrolled patients with measurable stage 3+ cancer, ≥18yr, English speaking, ambulatory, with a smartphone, and prognosis of > 3 months. Patients wore a Fitbit Charge HR continuously through 3 consecutive clinic visits, and completed NIH PROMIS tools (Physical Function, Pain, Sleep, Fatigue, and Emotional Distress) during visits. Fitbits recorded average daily step counts, stairs climbed, and sleep time. We conducted regression analyses that adjusted for baseline confounding variables and accounted for correlated responses. Results: 35 patients (Mean age 62; 53% males; 82% GI cancers) were evaluated. Patients had ECOG PS of 0 (20%), 1 (40%), 2 (23%), and 3(17%). The table below displays regression coefficients for steps, floors, and sleep in each PROMIS distress domain. Conclusions: There is a significant association between steps and floors climbed with multiple domains of distress and physical functioning. The lack of association between total sleep time and these PROs, may suggest that other metrics of sleep quality (i.e. awakenings), may be more relevant. These findings support further exploration of wearable data as a continuously monitored PRO surrogate in advanced cancer patients; wearable data should be further validated for use in both clinical and therapeutic trial settings. Clinical trial information: NCT02659358. [Table: see text]