Risk Factors Associated With Reoperative Surgery for Thyroid Malignancies: A Retrospective Cohort Study. (29th January 2023)
- Record Type:
- Journal Article
- Title:
- Risk Factors Associated With Reoperative Surgery for Thyroid Malignancies: A Retrospective Cohort Study. (29th January 2023)
- Main Title:
- Risk Factors Associated With Reoperative Surgery for Thyroid Malignancies: A Retrospective Cohort Study
- Authors:
- Hutchinson, Kelly Ann
Guerra, André
Payne, Alexandra E.
Turkdogan, Sena
Forest, Veronique‐Isabelle
Hier, Michael P.
Payne, Richard J. - Abstract:
- Abstract: Objective: To examine various factors associated with an increased risk of reoperation for persistent or recurrent malignant thyroid cancers. Study Design: Retrospective cohort study. Setting: Tertiary academic hospital centers. Methods: Patients undergoing surgery for thyroid cancer at 2 tertiary academic institutions from 2006 to 2020 were included. Those who underwent a reoperative procedure were compared with patients only requiring 1 procedure. The Pearson chi‐square and independent t test were used to compare group data accordingly. Furthermore, a binomial logistic regression was performed, while machine learning models were used to construct a predictive algorithm. Results: This study included 2266 patients with surgically managed thyroid malignancy, of which 54 (2.4%) necessitated reoperations. Those requiring a second surgical procedure were more likely to be male (40.7% vs 20.9%, P < .001), undergo bilateral (24.1% vs 3.3%, P < .001) and lateral (16.7% vs 1.8%, P < .001) neck dissections, and have a greater number of metastatic lymph nodes (mean, 9.1 vs 3.5; P < .001) and a larger tumor size (mean, 3.0 vs 2.0 cm; P < .001). According to the binomial logistic regression model, lateral neck dissection, greater number of metastatic lymph nodes, and larger tumor size significantly increased the odds of necessitating a second procedure by 7.8 (95% CI, 2.523‐24.083), 1.1 (95% CI, 1.032‐1.152), and 1.3 (95% CI, 1.064‐1.559), respectively. Last, machine learningAbstract: Objective: To examine various factors associated with an increased risk of reoperation for persistent or recurrent malignant thyroid cancers. Study Design: Retrospective cohort study. Setting: Tertiary academic hospital centers. Methods: Patients undergoing surgery for thyroid cancer at 2 tertiary academic institutions from 2006 to 2020 were included. Those who underwent a reoperative procedure were compared with patients only requiring 1 procedure. The Pearson chi‐square and independent t test were used to compare group data accordingly. Furthermore, a binomial logistic regression was performed, while machine learning models were used to construct a predictive algorithm. Results: This study included 2266 patients with surgically managed thyroid malignancy, of which 54 (2.4%) necessitated reoperations. Those requiring a second surgical procedure were more likely to be male (40.7% vs 20.9%, P < .001), undergo bilateral (24.1% vs 3.3%, P < .001) and lateral (16.7% vs 1.8%, P < .001) neck dissections, and have a greater number of metastatic lymph nodes (mean, 9.1 vs 3.5; P < .001) and a larger tumor size (mean, 3.0 vs 2.0 cm; P < .001). According to the binomial logistic regression model, lateral neck dissection, greater number of metastatic lymph nodes, and larger tumor size significantly increased the odds of necessitating a second procedure by 7.8 (95% CI, 2.523‐24.083), 1.1 (95% CI, 1.032‐1.152), and 1.3 (95% CI, 1.064‐1.559), respectively. Last, machine learning models could not significantly predict the occurrence of reoperation. Conclusion: This study identified patient‐ and cancer‐related characteristics associated with an increased risk of requiring reoperation for thyroid malignancies. … (more)
- Is Part Of:
- Otolaryngology--head and neck surgery. Volume 168:Number 3(2023)
- Journal:
- Otolaryngology--head and neck surgery
- Issue:
- Volume 168:Number 3(2023)
- Issue Display:
- Volume 168, Issue 3 (2023)
- Year:
- 2023
- Volume:
- 168
- Issue:
- 3
- Issue Sort Value:
- 2023-0168-0003-0000
- Page Start:
- 392
- Page End:
- 397
- Publication Date:
- 2023-01-29
- Subjects:
- thyroid -- malignancy -- recurrence -- reoperation -- thyroidectomy
Head -- Surgery -- Periodicals
Neck -- Surgery -- Periodicals
Otolaryngology -- Periodicals
617.51 - Journal URLs:
- http://oto.sagepub.com/content/by/year ↗
http://online.sagepub.com/ ↗
http://www.mosby.com/oto ↗
http://www.sciencedirect.com/science/journal/01945998 ↗ - DOI:
- 10.1177/01945998221099799 ↗
- Languages:
- English
- ISSNs:
- 0194-5998
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6313.523000
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- 26061.xml