The active transport of proteins across the nuclear membrane is regulated by nuclear transport receptors termed importins and exportins, depending on their direction of transport. Nuclear transport receptors contribute to cancer development, through abnormal localization of protein cargos. Increased expression of the exportin, exportin-1/chromosome region maintenance 1 (XPO1/CRM1), has been associated with high risk AML and shorter survival times and XPO1 inhibitors show signs of efficacy in AML. While previous data demonstrate a functional role for XPO1 in AML, less is known about the exportin, XPO2, (alias CSE1L). Despite XPO2 RNAi depletion screens demonstrating a higher genetic dependence in leukemia versus solid tumors/non-hematologic malignancies (p = 0.0394), the functional impact of inhibiting XPO2 has never been studied in leukemia. We analyzed a public database of CRISPR/Cas9 depletion screens in 26 AML cell lines. XPO2 ranked in the top 1.4% of essential genes in AML, along with KPNB1 and XPO1 (DepMap 22Q2 Public+Score, Chronos, www.depmap.org). An RNAi depletion screen confirmed these findings, with XPO2 identified within the top 0.2% of essential genes in AML (Achilles+DRIVE+Marcotte, DEMETER2, www.depmap.org). Gene dependency scores indicated a greater reliance on XPO2, compared to XPO1 (p <0.0001). Increased expression of XPO2 mRNA was associated with decreased event free survival (p = 0.0014) and overall survival (p = 0.00091) in pediatric and adolescent/young adult (AYA) AML patients from the TARGET dataset. Analyzing the BeatAML dataset, increased XPO2 mRNA expression was also associated with decreased overall survival in AML patients <40 years, but not in patients >40 years (p <0.0001). We analyzed protein expression databases and identified XPO2 as the highest expressed member of the exportin family in AML cells lines and AML primary patient samples. By immunoblot analysis, increased expression of XPO2 was detected in 7/7 primary AML samples and 8 AML cell lines (HL60, MV4-11, MOML13, NB4, OCI-AML2, OCI-M2, TEX and U937), compared to normal hematopoietic cells. XPO2 mRNA was also increased in 5/5 primary AML samples and 8/8 AML cell lines, compared to normal hematopoietic cells, as measured by qRT-PCR. To confirm the functional importance of XPO2 in AML, we knocked down XPO2 with shRNA in AML cell lines. Genetic silencing of XPO2 decreased growth and viability of OCI-AML2, TEX and NB4 cells. Gambogic acid (GA), a natural product from Garcinia hanburyi, has been identified as a covalent inhibitor of XPO2-mediated nuclear transportation. In OCI-AML2, TEX and NB4 cell lines, gambogic acid decreased growth and viability of AML cell lines at nanomolar concentrations (TEX cells IC50 = 369nM, OCI-AML2 cells IC50 = 433nM, NB4 cells IC50 = 161nM). To uncover the mechanism of how XPO2 mediates cell death in AML we interrogated a publicly available BioID database (PXD007976) and performed gene set enrichment analysis on XPO2 targets using gprofiler. Processes related to ribosome biogenesis were significantly enriched in XPO2 cargo, whereas XPO1 cargo were enriched for processes related to snRNA transcription and transport (p <0.05). In summary, we identified XPO2 as an essential gene for AML. XPO2 is preferentially increased in AML cell lines and primary patient samples compared to normal hematopoietic cells. Increased XPO2 expression is associated with worse clinical outcomes in pediatric and AYA patients with AML. XPO2 may function to enhance ribosomal biogenesis, demonstrating a critical role in leukemia initiation and progression. Thus, this work demonstrates a new dependency of AML on XPO2, as well as highlights a new therapeutic target for this disease.