Development and Validation of an MRI-Based Predictive Model for Preoperative Extrathyroidal Extension in Papillary Thyroid Carcinoma
Motivation: Papillary thyroid carcinoma (PTC) recurrence is common, and extrathyroidal extension (ETE) is a critical prognostic factor affecting treatment. Goal(s): This study aimed to develop and validate a predictive model for preoperative ETE in PTC patients using MRI features. Approach: We analyzed 140 confirmed PTC cases. MRI features were evaluated along with clinical data. We identified independent predictors of ETE and developed a predictive nomogram. Predictive performance was assessed. Results: Age, protrude_value, and ADC_Best_rate independently predicted ETE, with the nomogram showing high accuracy and utility across cohorts, MRI systems, and genders, performing better in males. Impact: Our nomogram model, incorporating age, protrude_value, and ADC_Best_rate, effectively predicted preoperative ETE in PTC patients, thereby aiding surgeons in optimizing therapeutic decision-making. ADC_Best_rate demonstrated potential as a robust indicator in MRI functional imaging.
Authors
- Aiqin Mao
- Biaoling Chen
- Qiaohui Chen
- Bin Song (ORCID: https://orcid.org/0000-0001-8493-2523)
- Lang Tang (ORCID: https://orcid.org/0000-0003-1894-0343)
- Pu‐Yeh Wu (ORCID: https://orcid.org/0000-0002-9216-025X)
- Hao Wang (ORCID: https://orcid.org/0000-0001-5047-9978)
- Yining Song (ORCID: https://orcid.org/0000-0002-5271-1192)
- Xiao‐Li Xie
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/1305
- Primary Topic
- Thyroid Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00