Abstract:Background and Aims Papillary thyroid carcinoma (PTC) is the most common endocrine malignancy in China, with cervical lymph node metastasis being a frequent and critical clinical feature that directly affects patient prognosis and recurrence risk. In recent years, with the rapid increase in the prevalence of overweight and obesity in China, the role of body mass index (BMI) in various tumors has attracted growing attention. This study aimed to investigate the association between overweight and cervical LNM in PTC, analyze sex-specific differences and influencing factors, and provide evidence for precise clinical management.Methods A retrospective analysis was conducted on the clinicopathologic data of 1 445 patients with classical PTC treated at Xiangya Hospital of Central South University between August 2021 and June 2022. Patients were divided into groups based on the presence or absence of lymph node metastasis. Restricted cubic spline analysis explored the nonlinear relationship between BMI and lymph node metastasis risk. Univariate and multivariate Logistic regression analyses were applied to identify independent risk factors. Furthermore, sex-stratified analysis was performed among overweight patients (BMI ≥24 kg/m2) to determine sex-specific risk factors for lymph node metastasis.Results Among all patients, 716 (49.6%) had lymph node metastasis. Univariate analysis showed that BMI, sex, age, tumor diameter, multifocality, and extrathyroidal extension were significantly associated with cervical lymph node metastasis in PTC patients (all P<0.05). A nonlinear positive correlation was observed between BMI and lymph node metastasis risk, which was more pronounced in male patients. Additionally, BMI was positively correlated with triglyceride levels and negatively correlated with high-density lipoprotein cholesterol. Sex-stratified analysis revealed that in overweight male patients, younger age (OR=0.954), larger tumor diameter (OR=1.085), and multifocality (OR=2.776) were independent risk factors for LNM; in overweight female patients, younger age (OR=0.943) and larger tumor diameter (OR=1.074) were the main influencing factors.Conclusion Overweight is closely associated with cervical lymph node metastasis in PTC, and the high-risk factors for LNM differ between male and female overweight patients. Young age, larger tumor size, and multifocality in overweight males, and young age and larger tumors in overweight females indicate a higher risk of metastasis. It is recommended that high-risk populations receive enhanced preoperative evaluation and individualized lymph node dissection strategies to achieve precise treatment and improved risk control.