Recurrence In Thyroid Cancer Patients Research Articles

New approach of prediction of recurrence in thyroid cancer patients using machine learning.

Although papillary thyroid cancers are known to have a relatively low risk of recurrence, several factors are associated with a higher risk of recurrence, such as extrathyroidal extension, nodal metastasis, and BRAF gene mutation. However, predicting disease recurrence and prognosis in patients undergoing thyroidectomy is clinically difficult. To detect new algorithms that predict recurrence, inductive logic programming was used in this study.A total of 785 thyroid cancer patients who underwent bilateral total thyroidectomy and were treated with radioiodine were selected for our study. Of those, 624 (79.5%) cases were used to create algorithms that would detect recurrence. Furthermore, 161 (20.5%) cases were analyzed to validate the created rules. DELMIA Process Rules Discovery was used to conduct the analysis.Of the 624 cases, 43 (6.9%) cases experienced recurrence. Three rules that could predict recurrence were identified, with postoperative thyroglobulin level being the most powerful variable that correlated with recurrence. The rules identified in our study, when applied to the 161 cases for validation, were able to predict 71.4% (10 of 14) of the recurrences.Our study highlights that inductive logic programming could have a useful application in predicting recurrence among thyroid patients.

The Use of 18F-FDG PET/CT in Patients with Recurrent Differentiated Thyroid Cancer

Objectives: 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) is used to monitor the recurrence in thyroid cancer patients when there is suspicion of metastases. De-differentiated lesions become 18F-FDG avid with a more aggressive clinical course. The aim of this study was to investigate the use of 18F-FDG PET/CT in differentiated thyroid cancer.Methods:Forty-six patients, either with a negative radioiodine scan or clinical progression and suspicions for metastases with differentiated thyroid cancer that were referred to our department for 18F-FDG PET/CT scan and evaluated retrospectively. PET/CT findings were correlated with clinical and histopathological findings, serum thyroglobulin (Tg), and anti-Tg levels.Results:Twenty-six patients (56.2%) were positive for recurrence in 18F-FDG PET/CT images. Positive 18F-FDG PET/CT findings were significantly correlated with the disease stage and Tg levels. Maximum standardized uptake value did not correlate with other findings or patients’ profiles. The cut-off value for Tg was at 52.5 ng/mL having 73.08% sensitivity, 75% specificity, 79.17% positive predictive value, and 68.18% negative predictive value for 18F-FDG PET/CT imaging.Conclusion: 18F-FDG PET/CT is useful for detecting recurrence in differentiated thyroid cancer. Increased Tg levels and stage of the disease were significantly correlated with 18F-FDG positivity. 18F-FDG positivity may also provide information about the de-differentiation process that may support the treatment plan.

Comparing surgical thoroughness and recurrence in thyroid cancer patients across race/ethnicity

BackgroundFor patients with differentiated thyroid cancer who will receive postoperative radioactive iodine, thyroid remnant uptake can be calculated and may point to the thoroughness of the surgical resection. In the United States, outcome disparities exist among ethnic/racial minorities with differentiated thyroid cancer. Data about surgical thoroughness and recurrence rates across races/ethnicities do not exist. This study compared the amount of thyroid remnant uptake and cancer recurrence rates across race/ethnicity. MethodsThis was a retrospective analysis of adult patients with differentiated thyroid cancer who had postoperative radioactive iodine in 2017 and 2018 and were followed to 2020. We collected thyroid bed remnant uptake from postoperative radioactive iodine scans and analyzed it as a ratio of percent of uptake to dose of radioactive iodine received to control for varying radioactive iodine doses. Thyroid remnant, uptake to dose of radioactive iodine received, and recurrence were evaluated across race/ethnicity. ResultsOf 218 patients: 61% were White, 21% Black, 11% Asian, and 7% Hispanic; 72% were female. Seventy-one percent of patients had their surgery done by a high-volume surgeon, although volume data were not available for all. In White, Black, Asian, and Hispanic patients, median uptake was 0.68%, 0.44%, 1.5%, and 0.8%, respectively (P = .13). We did not observe differences in median uptake to dose of radioactive iodine received across groups (P = .41). Recurrence rate was 17.0% among White patients, 16.7% among Black patients, 17.6% among Asian patients, and 16.7% among Hispanic patients (P = 1.00). ConclusionWe did not observe differences across race/ethnicity in surgical thoroughness or rate of recurrence. These findings suggest that disparities may be mitigated when ethnic/racial minorities have similar access to quality surgical care.

Efficacy of Intraoperative Neuromonitoring in Reoperation for Recurrent Thyroid Cancer Patients

BackgroundThe use of intraoperative neuromonitoring (IONM) in thyroid surgery to preserve recurrent laryngeal nerve (RLN) function has been widely accepted. We aimed to evaluate the usefulness of IONM in reoperation for recurrent thyroid cancer patients to help identify the RLN and prevent vocal cord palsy (VCP).MethodsWe analyzed 121 consecutive patients (with IONM group, 48 patients; without IONM group, 73 patients) who underwent reoperation for recurrent thyroid cancer after total thyroidectomy from January 2009 to March 2019 in our institution without VCP due to previous operations. Data including age, sex, number of previous operations, histologic subtype of the malignancy at the initial operation, operation time, RLNs at risk, difficulty of RLN identification, surgical procedure, VCP, and other postoperative complications were reviewed. Vocal cord movement evaluations were performed preoperatively and at 2 weeks postoperatively to evaluate RLN function. In patients with VCP, additional evaluations were performed. VCP exceeding 12 months after surgery was considered permanent VCP.ResultsVCP was observed in six (12.5%) and 16 (21.9%) patients with and without IONM (P=0.189). Transient and permanent VCP were found in three (6.3%) and three (6.3%) patients with IONM (P=0.098 and P=0.982, respectively) versus in 12 (16.4%) and four (5.5%) patients without IONM.ConclusionThe incidence of transient VCP seems to be lower in reoperations with IONM; however, there was no statistical significances. Further study will be needed to ascertain the efficacy of IONM in reoperation for recurrent thyroid cancer patients.

Role of 18F-FDG-PET/CT in patients with differentiated thyroid cancer with biochemical incomplete or indeterminate response to treatment

ObjectivesTo assess the value of 18F-FDG-PET/CT for detecting recurrent/persistent disease in patients with biochemical incomplete (BIR) or indeterminate response (IR) and to assess the impact of 18F-FDG-PET/CT on the therapeutic management of these patients. MethodsThe study included patients with BIR, in whom 18F-FDG PET/CT was used within the diagnostic algorithm from our database. Patients with IR referred to our hospital with the 18F-FDG PET/CT already performed were also enrolled. All patients had neck ultrasonography with no structural changes. A change in therapeutic approach was defined as repeat surgery; administration of external beam radiotherapy; and/or the start of systemic therapy. ResultsSixty patients (85% women) aged 18–86 years were enrolled in this retrospective study. Of these, 75% had BIR and 25% IR. Increased FDG uptake suggesting locoregional lesions was seen in 40% of patients. Sensitivity, specificity, and diagnostic accuracy of 18F-FDG PET/CT to detect local disease were 95%, 87.5% and 90% respectively. The therapeutic approach was modified in 50% of patients with locoregional lesions. ConclusionsOur study confirmed that 18F-FDG-PET/CT is a useful tool for detecting locoregional recurrence in thyroid cancer patients with BIR or IR with conflicting findings in standard diagnostic procedures. In 50% of patients with locoregional lesions, there was an immediate change in the treatment approach.

Role of 18F-FDG-PET/CT in patients with differentiated thyroid cancer with biochemical incomplete or indeterminate response to treatment

ObjectivesTo assess the value of 18F-FDG-PET/CT for detecting recurrent/persistent disease in patients with biochemical incomplete (BIR) or indeterminate response (IR) and to assess the impact of 18F-FDG-PET/CT on the therapeutic management of these patients. MethodsThe study included patients with BIR, in whom 18F-FDG PET/CT was used within the diagnostic algorithm from our database. Patients with IR referred to our hospital with the 18F-FDG PET/CT already performed were also enrolled. All patients had neck ultrasonography with no structural changes. A change in therapeutic approach was defined as repeat surgery; administration of external beam radiotherapy; and/or the start of systemic therapy. ResultsSixty patients (85% women) aged 18–86 years were enrolled in this retrospective study. Of these, 75% had BIR and 25% IR. Increased FDG uptake suggesting locoregional lesions was seen in 40% of patients. Sensitivity, specificity, and diagnostic accuracy of 18F-FDG PET/CT to detect local disease were 95%, 87.5% and 90% respectively. The therapeutic approach was modified in 50% of patients with locoregional lesions. ConclusionsOur study confirmed that 18F-FDG-PET/CT is a useful tool for detecting locoregional recurrence in thyroid cancer patients with BIR or IR with conflicting findings in standard diagnostic procedures. In 50% of patients with locoregional lesions, there was an immediate change in the treatment approach.

Low FDG Metabolic Activity of Loco-Regional Recurrence in Thyroid Cancer Patients; Is Iodine-131 has a Potentiality?

Purpose: To investigate the impact of quantitative FDG-Metabolic activity of non-iodine avid Loco-regional recurrence (LRR; thyroid recurrence and/or cervical node metastasis) on therapy selection in thyroid cancer patients with elevated thyroglobulin (TG). Methods: Forty thyroid cancer (33 papillary and 7 follicular) patients who underwent FDG PET/CT were studied (with TSH>30 mU/L). Those with only LRR were classified according to maxSUV (cut-off level 5) into high and low metabolic activity lesions (HMA L their therapy outcome was compared with histopathologic findings and/or follow-up routine evaluation. Results: Only LRRs was found in 20 patients (17 papillary and 3 follicular) with diagnostic accuracy of FDG PET/CT of 100 %. 14/20 patients belonged to HMA where surgical neck exploration was done while in the remaining 6 patients with LMA empirical high dose of radioactive iodine-131 was given based on the assumption of the presence of a mixture of undifferentiated and differentiated thyroid cancer cells; though their post-therapy scan was negative but declined TG- levels were elicited in their follow-up (base-line 27.7±2.4 and at follow-up 6.8±1.4 ng/ml; P 0.02). Conclusion: Max-SUV based classification of non-iodine avid LRR might improve the diagnostic accuracy FDG PET/CT in a therapeutically relevant way in DTC-patients by precisely localizing them with subsequent surgical guidance in HMA lesions while those with LMA could benefit from further RA-131 therapy.

Clinical observation of the recurrent thyroid cancer patients treatment with radiotherapy,chemotherapy parficle implantation after targeted therapy

Objective To observe the effect of recurrent thyroid cancer patients treatment with radiotherapy,chemotherapy particle implantation after targeted therapy.Methods 16 thyroid cancer patients after radiotherapy and operation relapsed were seldcted.The patients were randomly divided into the treatment group and the control group,the patients in the treatment group treated with radiotherapy,chemotherapy combined with implantation of targeted for their treatment,through the treatment plan effective vaginal B ultrasound guided,in the 5-FU Sustained-release chemotherapy particle and a 125(I)particle in alternating fashion to the implant,the patients of control group treated with chemoradiation therapy.Results 16 patients were all successfully operated.On postoperative patients during the followup for half a year,the treatment group adopted CT reexamined patients tumor can be narrowed,which completely in 2 cases,partial remission in 5 patients,1 patient had no significant changes compared with the control group,the difference was statistically significant;follow-up of 1 year,prior treatment groups of all patients are in the survival condition,the control group had 1 patient died.Conclusion For recurrent thyroid cancer patients given radiotherapy and chemotherapy,combination with particle implantation targeted treatment,have good effect,which belongs to an effective means of treatment,can be widely used in clinical. Key words: Thyroid neoplasms; Neoplasm recurrence,local; Antineoplastic combined chemotherapy protocols