Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma
Abstract Background Metastasis to lymph nodes posterior to the right recurrent laryngeal nerve (LN-prRLN) in papillary thyroid carcinoma (PTC) presents significant surgical challenges due to its deep anatomical location and association with disease recurrence. Objective To identify risk factors for...
| Published in: | World Journal of Surgical Oncology |
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| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
BMC
2025-10-01
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| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12957-025-04012-9 |
| _version_ | 1848682310025609216 |
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| author | Xiaowen Fang Jihao Qin Chenxi Liang Siyu Li Xueyu Zeng Zhu Chen Jie-Hua Li |
| author_facet | Xiaowen Fang Jihao Qin Chenxi Liang Siyu Li Xueyu Zeng Zhu Chen Jie-Hua Li |
| author_sort | Xiaowen Fang |
| collection | DOAJ |
| container_title | World Journal of Surgical Oncology |
| description | Abstract Background Metastasis to lymph nodes posterior to the right recurrent laryngeal nerve (LN-prRLN) in papillary thyroid carcinoma (PTC) presents significant surgical challenges due to its deep anatomical location and association with disease recurrence. Objective To identify risk factors for LN-prRLN metastasis and develop a validated prediction model for clinical decision-making. Methods A retrospective analysis of 341 PTC patients underwent LN-prRLN dissection (May 2022–September 2024) at the First Affiliated Hospital of Guangxi Medical University was conducted. Clinicopathological characteristics were compared between metastasis-positive and negative groups. Independent risk factors were identified through univariate and multivariate logistic regression and utilized to construct a nomogram. Model performance was assessed using Receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis (DCA). Results Male (odds ratio = 2.670, 95%CI:1.094–6.516), Tumor diameter (odds ratio = 1.931, 95%CI:1.140–3.270), Multifocality (odds ratio = 3.658, 95%CI:1.251–10.692), LN-arRLN metastasis (odds ratio = 1.340, 95%CI:1.122–1.602), Lateral lymph node metastasis (odds ratio = 7.815, 95%CI:2.857–21.379), Extrathyroidal extension (OR = 3.627, 95%CI:1.133–11.611) were identified as the independent risk factors for LN-prRLN metastasis. The nomogram demonstrated excellent discrimination (AUC: training cohort = 0.889; validation cohort = 0.858). The calibration curves demonstrated good concordance between predicted probabilities and the actual observed probabilities. The DCA curve indicates robust clinical utility for the model. Conclusion This study extends prior research by identifying additional independent risk factors, the model evaluation results indicated satisfactory predictive performance, facilitates individualized surgical planning to balance therapeutic efficacy against procedural risks. |
| format | Article |
| id | doaj-art-88ebf0eb7c1c4e64b4cc80d3cccb49c3 |
| institution | Directory of Open Access Journals |
| issn | 1477-7819 |
| language | English |
| publishDate | 2025-10-01 |
| publisher | BMC |
| record_format | Article |
| spelling | doaj-art-88ebf0eb7c1c4e64b4cc80d3cccb49c32025-10-19T11:28:52ZengBMCWorld Journal of Surgical Oncology1477-78192025-10-012311810.1186/s12957-025-04012-9Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinomaXiaowen Fang0Jihao Qin1Chenxi Liang2Siyu Li3Xueyu Zeng4Zhu Chen5Jie-Hua Li6Department of Gastrointestinal and Gland Surgery, The First Affiliated Hospital of Guangxi Medical UniversityDepartment of Thyroid Surgery, the Fourth Affiliated Hospital of Guangxi Medical UniversityDepartment of Gastrointestinal and Gland Surgery, The First Affiliated Hospital of Guangxi Medical UniversityDepartment of Gastrointestinal and Gland Surgery, The First Affiliated Hospital of Guangxi Medical UniversityDepartment of Gastrointestinal and Gland Surgery, The First Affiliated Hospital of Guangxi Medical UniversityDepartment of Thyroid Surgery, the Fourth Affiliated Hospital of Guangxi Medical UniversityDepartment of Gastrointestinal and Gland Surgery, The First Affiliated Hospital of Guangxi Medical UniversityAbstract Background Metastasis to lymph nodes posterior to the right recurrent laryngeal nerve (LN-prRLN) in papillary thyroid carcinoma (PTC) presents significant surgical challenges due to its deep anatomical location and association with disease recurrence. Objective To identify risk factors for LN-prRLN metastasis and develop a validated prediction model for clinical decision-making. Methods A retrospective analysis of 341 PTC patients underwent LN-prRLN dissection (May 2022–September 2024) at the First Affiliated Hospital of Guangxi Medical University was conducted. Clinicopathological characteristics were compared between metastasis-positive and negative groups. Independent risk factors were identified through univariate and multivariate logistic regression and utilized to construct a nomogram. Model performance was assessed using Receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis (DCA). Results Male (odds ratio = 2.670, 95%CI:1.094–6.516), Tumor diameter (odds ratio = 1.931, 95%CI:1.140–3.270), Multifocality (odds ratio = 3.658, 95%CI:1.251–10.692), LN-arRLN metastasis (odds ratio = 1.340, 95%CI:1.122–1.602), Lateral lymph node metastasis (odds ratio = 7.815, 95%CI:2.857–21.379), Extrathyroidal extension (OR = 3.627, 95%CI:1.133–11.611) were identified as the independent risk factors for LN-prRLN metastasis. The nomogram demonstrated excellent discrimination (AUC: training cohort = 0.889; validation cohort = 0.858). The calibration curves demonstrated good concordance between predicted probabilities and the actual observed probabilities. The DCA curve indicates robust clinical utility for the model. Conclusion This study extends prior research by identifying additional independent risk factors, the model evaluation results indicated satisfactory predictive performance, facilitates individualized surgical planning to balance therapeutic efficacy against procedural risks.https://doi.org/10.1186/s12957-025-04012-9Papillary thyroid carcinomaCentral lymph nodesLymph nodes posterior to the right recurrent laryngeal nerveMetastasis predictionNomogram |
| spellingShingle | Xiaowen Fang Jihao Qin Chenxi Liang Siyu Li Xueyu Zeng Zhu Chen Jie-Hua Li Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma Papillary thyroid carcinoma Central lymph nodes Lymph nodes posterior to the right recurrent laryngeal nerve Metastasis prediction Nomogram |
| title | Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| title_full | Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| title_fullStr | Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| title_full_unstemmed | Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| title_short | Risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| title_sort | risk factors and prediction model for lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma |
| topic | Papillary thyroid carcinoma Central lymph nodes Lymph nodes posterior to the right recurrent laryngeal nerve Metastasis prediction Nomogram |
| url | https://doi.org/10.1186/s12957-025-04012-9 |
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