【Abstract】Objective To investigate the clinical pathologic features of gastric low-grade intraepithelial neoplasia (LGIN) and prognosis. Methods A retrospective analysis was conducted on 1060 patients diagnosed with LGIN through endoscopic examination and pathological biopsy in our hospital from January 2016 to October 2022 for the clinical and pathological characteristics of LGIN. Among them, 221 patients were followed up by endoscopy and biopsy pathology.Based on the first and last pathological comparison results, the patients were divided into regression group (166 cases) and non-regression group (55 cases). Univariate and multivariate analyses were conducted on variables that may affect the outcome of LGIN, and relevant factors affecting its outcome were screened. SPSS statistics 26.0 was used to perform the statistical analysis. Chi-square test was employed for intergroup comparison depending on data type. Binary logistic regression model was adopted to identify the relevant factors for the persistence and progression of LGIN. Results In the cohort, LGIN was more common in those aged 60 years and over, with a male to female ratio of 2.1∶1, the lesions were mainly found in the antrum, accounting for 57.5% (609/1060). The most common lesions were flat type, accounting for 47.6%(505/1060). The patients with intestinal metaplasia, atrophy, and Hp infection accounted for 63.2% (670/1060), 42.0% (445/1060), and 38.5% (408/1060), respectively. There were statistical differences in age, atrophic location, and microscopic morphology between the atrophy group and the non-atrophy group (P<0.05), and there were also significant differences in gender, age, and metaplastic location between the intestinal metaplasia group and the non-intestinal metaplasia group (P<0.05). During follow-up, 75.1% (166/221) of the patients had regression, 17.6% (39/221) were stable, and 7.2% (16/221) were progressive. The lesions in the cardia and fundus (OR=9.022, 95%CI 2.489-32.701; P<0.05), lesion size >10 mm (OR=3.283,95%CI 1.028-10.481; P<0.05), multiple lesions (OR=3.378, 95%CI 1.232-9.264; P<0.05) and atrophy (OR=2.647, 95%CI 1.096-6.392; P<0.05) were risk factors for the persistence and progression of LGIN. Conclusion Lesions in the cardia and fundus, lesions size >10 mm, multiple lesions and combined atrophy increase the risk for persistence and progression of LGIN. For LGIN patients with above risk factors, endoscopic resection should be actively performed to assist the diagnosis and treatment.