Myeloproliferative neoplasms (MPNs) are characterized by significant symptom burden. Integrative medicine (IM) offers unique symptom management strategies. This study describes IM interventions utilized by MPN patients and the association with symptom burden, quality of life, depression, and fatigue adjusted for lifestyle confounders. MPN patients were surveyed online for IM utilization, MPN symptom burden (MPN-Symptom Assessment Form Total Symptom Score), depression (Patient Health Questionnaire), fatigue (Brief Fatigue Inventory), and a single question on overall quality of life. Measures were compared by IM participation and adjusted for alcohol and tobacco use, BMI, diet, and MPN type using multiple linear and logistic regression. A total of 858 participants were included in the analysis. Aerobic activity (p =< 0.001) and strength training (p = 0.01) were associated with lower mean symptom burden while massage (p =< 0.001) and support groups (p =< 0.001) were associated with higher levels of symptom burden. Higher quality of life was reported in massage (p = 0.04) and support groups (p = 0.002) while lower quality of life was noted in aerobic activity (p =< 0.001) and strength training (p = 0.001). A lower depression screening score was noted in those participating in aerobic activity (p = 0.006), yoga (p = 0.03), and strength training (p = 0.02). Lower fatigue was noted in those participating in aerobic activity (p =< 0.001) and strength training (p = 0.03) while higher fatigue was noted in those participating in massage (p =< 0.001) and breathing techniques (p = 0.02). Data available on request from the authors. This international survey of MPN patients on IM usage, has shown that patients who participated in a form of IM had a pattern of decreased levels of symptom burden, fatigue, depression, and higher QoL, as adjusted for health lifestyle practices overall.© 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.