Immune thrombocytopenia (ITP) is an autoimmune disorder characterized by isolated thrombocytopenia caused by both immune-mediated platelet destruction and impaired platelet production in the bone mar-row, in the absence of any other identifiable cause of low platelets count. ITP in adult patients is a disease that frequently relapses and/or becomes refractory to multiple treatments during its course, with only a small minority of adult patients attaining a sustained complete remission off-therapy. Treatment of refrac-tory ITP can be challenging, due to the unlikeliness of attaining complete response over time. On the other hand, isolated thrombocytopenia may be due to a misdiagnosed clonal myeloid disorder, such as myelodys-plastic syndrome (MDS) or chronic myelomonocytic leukemia (CMML), thus mimicking ITP. We here per-form a narrative review on the association between ITP and MDS/CMML and the possibility of overlap and misdiagnosis between these conditions, while we report also the case a patient treated for a severe re-fractory thrombocytopenia which bone marrow examination led to suspect an overlap of MDS and ITP. Our clinical case describes ITP which is refractory to glucocorticoids, high-dose immunoglobulins, Rituxi-mab, splenectomy, thrombopoietin receptor agonists and Fostamatinib, that ultimately attained a short-lived response to a hypometylating agent that was initiated due to bone marrow examination that aroused the suspect of MDS.