BackgroundThe molecular architecture of acute myeloid leukemia (AML) is heterogeneous. Obesity has been identified as a risk factor for the development of AML. There remains a scarcity of data elucidating the specific genetic profile of AML in obese patients.MethodsWe conducted a review of adult patients treated at our institution for newly diagnosed AML from January 1, 2017, to January 1, 2023. Obesity is defined as BMI > 30 kg/m2. Demographic, clinical, laboratory, and pathologic data were collected retrospectively. The primary outcome of interest was the molecular features of obese compared to non‐obese AML patients. The secondary outcome was overall survival (OS). Inverse probability of treatment weights (IPTW) used to balance both groups on several confounding variables.ResultsA total of 185 patients were included in the analysis. 90 (49%) were obese. Compared with non‐obese patients, obese patients were younger and more likely to be females (55 vs. 63, p = 0.04, 55% vs. 38%, p value, p = 0.02, respectively). After matching on age, gender, and ethnicity, obese patients exhibit lower rates of total number of gene mutations (median 2.7 vs. 3.2, p = 0.05), significantly lower rates of mutations in transcriptional factor genes (15.7% vs. 33.2%, p = 0.01), and near‐significant in spliceosome genes (12% vs. 22.3%, p = 0.08), and higher rates of NPM1 mutation (23.3% vs. 12.6%, p = 0.08). Median OS was not significantly different in the matched cohort.ConclusionsThe molecular features of obese AML patients significantly differ from non‐obese counterparts. These findings suggest distinct underlying mechanisms in leukemogenesis in obese patients.