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Obesity is the strongest risk factor for endometrial cancer (EC). To inform targeted screening and prevention strategies, we assessed the impact of obesity and subsequent bariatric surgery‐induced weight loss on endometrial morphology and molecular pathways implicated in endometrial carcinogenesis. Blood and endometrial tissue were obtained from women with class III–IV obesity (body mass index ≥40 and ≥50 kg/m2, respectively) immediately prior to gastric bypass or sleeve gastrectomy, and at two and 12 months' follow up. The endometrium underwent pathological examination and immunohistochemistry was used to quantify proliferation (Ki‐67), oncogenic signaling (PTEN, pAKT, pERK) and hormone receptor (ER, PR) expression status. Circulating biomarkers of insulin resistance, reproductive function and inflammation were also measured at each time point. Seventy‐two women underwent bariatric surgery. At 12 months, the mean change in total and excess body weight was −32.7 and −62.8%, respectively. Baseline endometrial biopsies revealed neoplastic change in 10 women (14%): four had EC, six had atypical hyperplasia (AH). After bariatric surgery, most cases of AH resolved (5/6) without intervention (3/6) or with intrauterine progestin (2/6). Biomarkers of endometrial proliferation (Ki‐67), oncogenic signaling (pAKT) and hormone receptor status (ER, PR) were significantly reduced, with restoration of glandular PTEN expression, at 2 and 12 months. There were reductions in circulating biomarkers of insulin resistance (HbA1c, HOMA‐IR) and inflammation (hsCRP, IL‐6), and increases in reproductive biomarkers (LH, FSH, SHBG). We found an unexpectedly high prevalence of occult neoplastic changes in the endometrium of women undergoing bariatric surgery. Their spontaneous reversal and accompanying down‐regulation of PI3K‐AKT–mTOR signaling with weight loss may have implications for screening, prevention and treatment of this disease. What's new? Obesity is a major risk factor for endometrial cancer (EC). In this study, the authors found that, in obese women, bariatric surgery‐induced weight loss resulted in significant, beneficial changes in circulating biomarkers of insulin resistance, inflammation, and reproductive hormones, in endometrial morphology, and in molecular pathways that are implicated in endometrial carcinogenesis. The latter included changes in Ki‐67 expression and activation of the PI3K‐AKT‐mTOR oncogenic signaling pathway, including PTEN and pAKT. These results may have important implications for screening, prevention and treatment of EC. [ABSTRACT FROM AUTHOR]