ArticleBMC surgery2023
Analysis of preoperative influential factors and construction of a predictive nomogram of difficult thyroidectomy.
Article in BMC surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Interaction Between Patient-Related and Surgical Factors in the Pattern of Voice Recovery Following Thyroidectomy: A Prospective Cohort Study.Diagnostics (Basel, Switzerland) · 2026Article
- Hand-side matching in TOETVA: assessing feasibility and surgical outcomes through learning curve and propensity score-matched cohorts.Surgical endoscopy · 2026Article
- Article
- Aligning perspectives: towards a standardized concept of "complexity" in thyroid surgery. An international web-based survey.Updates in surgery · 2026Article
- Nomogram for predicting difficult transoral and submental thyroidectomy: a retrospective model development and validation study with large-scale population.Surgical endoscopy · 2025Article
- Unveiling the Accuracy of Ultrasonographic Assessment of Thyroid Volume: A Comparative Analysis of Ultrasonographic Measurements and Specimen Volumes.Journal of clinical medicine · 2023Article
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Authors and funding
8 authors.
Funding
Abstract
objectiveTo explore the preoperative influential factors of difficult thyroidectomy and establish a preoperative nomogram for predicting the difficulty of thyroidectomy.
methodsA total of 753 patients who underwent total thyroidectomy with central lymph node dissection between January 2018 and December 2021 were retrospectively enrolled in this study and randomly divided into training and validation groups at a ratio of 8:2. In both subgroups, the patients were divided into difficult thyroidectomy and nondifficult thyroidectomy groups based on the operation time. Patient age, sex, body mass index (BMI), thyroid ultrasound, thyroid function, preoperative fine needle aspiration (FNA), postoperative complications and other data were collected. Logistic regression analysis was performed to identify the predictors of difficult thyroidectomy, and a nomogram predicting surgical difficulty was created.
resultsMultivariate logistic regression analysis demonstrated that male sex (OR = 2.138, 95% CI 1.055-4.336, p = 0.035), age (OR = 0.954, 95% CI 0.932-0.976, p < 0.001), BMI (OR = 1.233, 95% CI 1.106-1.375, p < 0.001), thyroid volume (OR = 1.177, 95% CI 1.104-1.254, p < 0.001) and TPO-Ab (OR = 1.001, 95% CI 1.001-1.002, p = 0.001) were independent risk factors for difficult thyroidectomy. The nomogram model incorporating the above predictors performed well in both the training and validation sets. A higher postoperative complication rate was found in the difficult thyroidectomy group than in the nondifficult thyroidectomy group.
conclusionThis study identified independent risk factors for difficult thyroidectomy and created a predictive nomogram for difficult thyroidectomy. This nomogram may help to objectively and individually predict surgical difficulty before surgery and provide optimal treatment.
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