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Zhang S, Niu S, Zhou L. Gender, FT4 levels, T stage, and BMI as predictors of TSH levels in thyroid cancer patients. Front Endocrinol (Lausanne) 2025; 16:1422464. [PMID: 39926345 PMCID: PMC11802359 DOI: 10.3389/fendo.2025.1422464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 01/07/2025] [Indexed: 02/11/2025] Open
Abstract
Background After initial treatment, levothyroxine (LT4) administration is necessary for thyroid cancer patients to achieve target thyroid-stimulating hormone (TSH) levels. However, the clinical efficacy of weight-based LT4 dosing has been suboptimal, highlighting the need to identify factors influencing the attainment of desired TSH levels and guide personalized treatment. Methods We constructed a retrospective cohort comprising 215 patients diagnosed with thyroid cancer. The identification of factors influencing the attainment of expected TSH levels was accomplished through univariate and multivariate logistic regression analyses. Subsequently, we developed a nomogram based on these prognostic factors and performed internal validation using the bootstrap resampling method. Results Univariate and multivariate logistic regression analyses were conducted to analyze the clinical and demographic parameters. A nomogram was constructed using bootstrap resampling to predict the risk of TSH suppression failure, which was validated. The nomogram demonstrated moderate discrimination in estimating the risk of TSH suppression failure, with a Hosmer-Lemeshow test p-value of 0.393 and a bootstrapped calibrated C-index of 0.757 (95% CI 0.687-0.814). The calibration curve indicated good consistency of the model, and decision curve analysis suggested that the nomogram had clinical utility. Conclusion Gender, preoperative serum free thyroxine (FT4) levels, T stage, and body mass index exhibit independent associations with the expected level of TSH. The established nomogram effectively predicts the risk of TSH suppression failure. Further research is warranted to investigate how these factors can be utilized in developing a personalized LT4 dosage calculator.
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Affiliation(s)
- Sen Zhang
- Department of Nuclear Medicine, Deyang People’s Hospital,
Deyang, Sichuan, China
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Stempler M, Bakos B, Solymosi T, Kiss A, Ármós RL, Szili B, Mészáros S, Tőke J, Szűcs N, Reismann P, Péter P, Lakatos PA, Takács I. Analysis of factors influencing the dose of levothyroxine treatment in adequately controlled hypothyroid patients of different etiologies. Heliyon 2024; 10:e39639. [PMID: 39502224 PMCID: PMC11535356 DOI: 10.1016/j.heliyon.2024.e39639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 10/16/2024] [Accepted: 10/18/2024] [Indexed: 11/08/2024] Open
Abstract
Objective The mainstay therapy of hypothyroidism is levothyroxine (LT4). In most cases lifelong treatment is warranted, therefore, choosing adequate doses are of paramount significance. The purpose of this study was to assess several factors that have been proposed to influence LT4 therapy including etiology of hypothyroidism, gender, age, bodyweight, BMI, concomitant drug use, disease severity and time since diagnosis in patients with stable, adequately controlled hypothyroidism. Methods In this cross-sectional study we analysed past medical history, anthropometric data and biochemical parameters reflecting thyroid function of patients with chronic hypothyroidism who were adequately treated (TSH levels in normal range) with LT4 for at least 6 months. Potential predictors of LT4 requirement were evaluated using uni- and multivariate linear modelling. Results 191 individuals were enrolled in this study, who were divided into autoimmune (n = 147) and post-surgery (n = 44) groups. Mean age, time since diagnosis and LT4 dose (1.3 versus 1.1 mcg/kgBW) were significantly lower in the autoimmune group. In the post-surgery group age was the only significant (p = 0.016) predictor of LT4 dose. In the autoimmune group BMI (p = 0.001), time since diagnosis (p = 0.023), as well as their interaction (p = 0.012) turned out to be significant predictors of LT4 requirement. Conclusions Our results implicate the necessity of differentiating between etiologies of hypothyroidism when starting or changing thyroxine replacement therapy. Patient in both groups required significantly lower doses of LT4 replacement, than previous reports suggest, to maintain stable euthyroidism. Distinctly different factors predicted hormone requirement in the two study groups.
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Affiliation(s)
- Márk Stempler
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Bence Bakos
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Tibor Solymosi
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - András Kiss
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Richárd Levente Ármós
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Balázs Szili
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Szilvia Mészáros
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Judit Tőke
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Nikolette Szűcs
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Péter Reismann
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - Pusztai Péter
- Department of Internal Medicine and Haematology, Semmelweis University, Szentkirályi u. 46, Budapest, 1088, Hungary
| | - Péter András Lakatos
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
| | - István Takács
- Department of Internal Medicine and Oncology, Semmelweis University, 1083, Budapest, Korányi Sándor utca 2/a, Hungary
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Liu JJ, Wang ZY, Yue YF, Yin GT, Tong LN, Fu J, Ma XY, Li Y, Liu XY, Zhang LB, Su Q, Yang Z, Li XF, Xu WG, Dai D. A predictive model for L-T4 dose in postoperative DTC after RAI therapy and its clinical validation in two institutions. Front Endocrinol (Lausanne) 2024; 15:1425101. [PMID: 39229373 PMCID: PMC11368713 DOI: 10.3389/fendo.2024.1425101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 07/30/2024] [Indexed: 09/05/2024] Open
Abstract
Purpose To develop a predictive model using machine learning for levothyroxine (L-T4) dose selection in patients with differentiated thyroid cancer (DTC) after resection and radioactive iodine (RAI) therapy and to prospectively validate the accuracy of the model in two institutions. Methods A total of 266 DTC patients who received RAI therapy after thyroidectomy and achieved target thyroid stimulating hormone (TSH) level were included in this retrospective study. Sixteen clinical and biochemical characteristics that could potentially influence the L-T4 dose were collected; Significant features correlated with L-T4 dose were selected using machine learning random forest method, and a total of eight regression models were established to assess their performance in prediction of L-T4 dose after RAI therapy; The optimal model was validated through a two-center prospective study (n=263). Results Six significant clinical and biochemical features were selected, including body surface area (BSA), weight, hemoglobin (HB), height, body mass index (BMI), and age. Cross-validation showed that the support vector regression (SVR) model was with the highest accuracy (53.4%) for prediction of L-T4 dose among the established eight models. In the two-center prospective validation study, a total of 263 patients were included. The TSH targeting rate based on constructed SVR model were dramatically higher than that based on empirical administration (Rate 1 (first rate): 52.09% (137/263) vs 10.53% (28/266); Rate 2 (cumulative rate): 85.55% (225/263) vs 53.38% (142/266)). Furthermore, the model significantly shortens the time (days) to achieve target TSH level (62.61 ± 58.78 vs 115.50 ± 71.40). Conclusions The constructed SVR model can effectively predict the L-T4 dose for postoperative DTC after RAI therapy, thus shortening the time to achieve TSH target level and improving the quality of life for DTC patients.
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Affiliation(s)
- Jian-Jing Liu
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Zi-Yang Wang
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Yuan-Fang Yue
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Guo-Tao Yin
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Li-Na Tong
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Jie Fu
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Xiao-Ying Ma
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Yan Li
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Xue-Yao Liu
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Li-Bo Zhang
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Qian Su
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Zhao Yang
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Xiao-Feng Li
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
| | - Wen-Gui Xu
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
| | - Dong Dai
- Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin’s Clinical Research Center for Cancer, Tianjin, China
- Department of Nuclear Medicine, Tianjin Cancer Hospital Airport Hospital, Tianjin, China
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Ryu HJ, Choi MS, Park H, Kim TH, Chung JH, Park SY, Kim SW. Adequate Dose of Levothyroxine for Thyroid-Stimulating Hormone Suppression after Total Thyroidectomy in Patients with Differentiated Thyroid Cancer. Endocrinol Metab (Seoul) 2024; 39:615-621. [PMID: 39111780 PMCID: PMC11375304 DOI: 10.3803/enm.2023.1896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 02/02/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGRUOUND The adequate dose of levothyroxine (LT4) for patients who have undergone total thyroidectomy (TT) for differentiated thyroid cancer (DTC) is uncertain. We evaluated the LT4 dose required to achieve mild thyroid-stimulating hormone (TSH) suppression in DTC patients after TT. METHODS The electronic medical records of patients who underwent TT for DTC and received mild TSH suppression therapy were reviewed. Linear regression analysis was performed to evaluate the association between LT4 dose (μg/kg) and an ordinal group divided by body mass index (BMI). We also evaluated the trend in LT4 doses among groups divided by BMI and age. RESULTS In total, 123 patients achieved mild TSH suppression (0.1 to 0.5 mIU/L). The BMI variable was divided into three categories: <23 kg/m2 (n=46), ≥23 and <25 kg/m2 (n=30), and ≥25 kg/m2 (n=47). In the linear regression analysis, BMI was negatively associated with the LT4 dose after adjusting for age and sex (P<0.001). The LT4 doses required to achieve mild TSH suppression based on the BMI categories were 1.86, 1.71, and 1.71 μg/kg, respectively (P for trend <0.001). Further analysis with groups divided by age and BMI revealed that a higher BMI was related to a lower LT4 dose, especially in younger patients aged 20 to 39 (P for trend=0.011). CONCLUSION The study results suggest an appropriate LT4 dose for mild TSH suppression after TT based on body weight in patients with DTC. Considering body weight, BMI, and age in estimating LT4 doses might help to achieve the target TSH level promptly.
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Affiliation(s)
- Hyun Jin Ryu
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Endocrinology and Metabolism, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Min Sun Choi
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyunju Park
- Department of Internal Medicine, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Tae Hyuk Kim
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae Hoon Chung
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Young Park
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Division of Endocrinology and Metabolism, Department of Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
| | - Sun Wook Kim
- Division of Endocrinology and Metabolism, Department of Medicine, Thyroid Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Zhou RY, Li N, Tan HL, Tang N, Chen P, Liu M, Ou-Yang DJ, Qin ZE, Ai L, Wei B, Zhao YX, Chang S, Huang P. Age-based factors modulating the required thyroxine dose to achieve thyrotropin suppression in intermediate-and high-risk papillary thyroid cancer. Front Endocrinol (Lausanne) 2023; 14:1126592. [PMID: 37388210 PMCID: PMC10303814 DOI: 10.3389/fendo.2023.1126592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 05/23/2023] [Indexed: 07/01/2023] Open
Abstract
Background Guidelines widely recommend thyrotropin suppression to reduce the risk of recurrence in intermediate- and high-risk papillary thyroid cancer (PTC) after total thyroidectomy. However, an insufficient or excessive dosage may result in a number of symptoms/complications especially in older patients. Patients and methods We constructed a retrospective cohort including 551 PTC patient encounters. Using propensity score matching and logistic regression models, we determined the independent risk factors affecting levothyroxine therapy at different ages. Our outcomes included: expected TSH level and an unexpected TSH level, which was based on the initial thyroid-stimulating hormone (TSH) goal< 0.1 mIU/L with usual dosage of L-T4 (1.6 μg/kg/day). Results From our analysis, more than 70% of patients undergoing total thyroidectomy did not achieve the expected TSH level using an empirical medication regimen, and the effect of the drug was affected by age (odds ratio [OR], 1.063; 95% CI, 1.032-1.094), preoperative TSH level (OR, 0.554; 95% CI, 0.436-0.704) and preoperative fT3 level (OR, 0.820; 95% CI, 0.727-0.925). In patients with age < 55 years old, preoperative TSH level (OR, 0.588; 95% CI, 0.459-0.753), and preoperative fT3 level (OR, 0.859; 95% CI, 0.746-0.990) were two independent protective factors, while, in patients with age ≥ 55 years old, only preoperative TSH level (OR, 0.490; 95% CI, 0.278-0.861) was the independent protective factors to achieve expected TSH level. Conclusion Our retrospective analysis suggested the following significant risk factors of getting TSH suppression in PTC patients: age (≥55 years), lower preoperative TSH and fT3 levels.
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Affiliation(s)
- Ruo-Yun Zhou
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Ning Li
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Hai-Long Tan
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Neng Tang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Pei Chen
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Mian Liu
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Deng-Jie Ou-Yang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Zi-En Qin
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Lei Ai
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Bo Wei
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Ya-Xin Zhao
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
| | - Shi Chang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
- Clinical Research Center for Thyroid Disease in Hunan Province, Xiangya Hospital Central South University, Changsha, Hunan, China
- Hunan Provincial Engineering Research Center for Thyroid and Related Diseases Treatment Technology, Xiangya Hospital Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
| | - Peng Huang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, Hunan, China
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Barrio M, Raeburn CD, McIntyre R, Albuja-Cruz M, Haugen BR, Pozdeyev N. Computer-Assisted Levothyroxine Dose Selection for the Treatment of Postoperative Hypothyroidism. Thyroid 2023; 33:547-555. [PMID: 37084246 DOI: 10.1089/thy.2023.0033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
Background: Thyroid hormone replacement with levothyroxine (LT4) is a recommended treatment for patients undergoing thyroidectomy. The starting LT4 dose is frequently calculated based on the patient's weight. However, the weight-based LT4 dosing performs poorly in clinical practice, with only ∼30% of patients achieving target thyrotropin (TSH) levels at the first thyroid function testing after treatment initiation. A better way to calculate the LT4 dose for patients with postoperative hypothyroidism is needed. Methods: In this retrospective cohort study we used demographic, clinical, and laboratory data for 951 patients after thyroidectomy and several regression and classification machine learning methods to develop an LT4 dose calculator for treating postoperative hypothyroidism targeting the desired TSH level. We compared the accuracy with the current standard-of-care practice and other published algorithms and evaluated generalizability with fivefold cross-validation and out-of-sample testing. Results: The retrospective clinical chart review showed that only 285/951 (30%) patients met their postoperative TSH goal. Obese patients were overtreated with LT4. An ordinary least squares regression based on weight, height, age, sex, calcium supplementation, and height:sex interaction predicted prescribed LT4 dose in 43.5% of all patients and 45.3% of patients with normal postoperative TSH (0.45-4.5 mIU/L). The ordinal logistic regression, artificial neural networks regression/classification, and random forest methods achieved comparable performance. LT4 calculator recommended lower LT4 doses to obese patients. Conclusions: The standard-of-care LT4 dosing does not achieve the target TSH in most thyroidectomy patients. Computer-assisted LT4 dose calculation performs better by considering multiple relevant patient characteristics and providing personalized and equitable care to patients with postoperative hypothyroidism. Prospective validation of LT4 calculator performance in patients with various TSH goals is needed.
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Affiliation(s)
- Martin Barrio
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Christopher D Raeburn
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Robert McIntyre
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Maria Albuja-Cruz
- Division of GI, Trauma, and Endocrine Surgery, Department of Surgery, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Bryan R Haugen
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Nikita Pozdeyev
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
- Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, Colorado, USA
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7
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Zheng H, Lai V, Lu J, Hu D, Kang JK, Burman KD, Wartofsky L, Rosen JE. Efficacy of machine learning to identify clinical factors influencing levothyroxine dosage after total thyroidectomy. Am J Surg 2023; 225:694-698. [PMID: 36464545 DOI: 10.1016/j.amjsurg.2022.11.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 10/26/2022] [Accepted: 11/19/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND We employed Machine Learning (ML) to evaluate potential additional clinical factors influencing replacement dosage requirements of levothyroxine. METHOD This was a retrospective study of patients who underwent total or completion thyroidectomy with benign pathology. Patients who achieved an euthyroid state were included in three different ML models. RESULTS Of the 487 patients included, mean age was 54.1 ± 14.1 years, 86.0% were females, 39.0% were White, 53.0% Black, 2.7% Hispanic, 1.4% Asian, and 3.9% Other. The Extreme Gradient Boosting (XGBoost) model achieved the highest accuracy at 61.0% in predicting adequate dosage compared to 47.0% based on 1.6 mcg/kg/day (p < 0.05). The Poisson regression indicated non-Caucasian race (p < 0.05), routine alcohol use (estimate = 0.03, p = 0.02), and osteoarthritis (estimate = -0.10, p < 0.001) in addition to known factors such as age (estimate = -0.003, p < 0.001), sex (female, estimate = -0.06, p < 0.001), and weight (estimate = 0.01, p < 0.001) were associated with the dosing of levothyroxine. CONCLUSIONS Along with weight, sex, age, and BMI, ML algorithms indicated that race, ethnicity, lifestyle and comorbidity factors also may impact levothyroxine dosing in post-thyroidectomy patients with benign conditions.
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Affiliation(s)
- Hui Zheng
- MedStar Washington Hospital Center, Division of Endocrine Surgery, USA; MedStar Georgetown University Hospital, Department of Surgery, USA.
| | - Victoria Lai
- MedStar Washington Hospital Center, Division of Endocrine Surgery, USA
| | - Jana Lu
- Georgetown University School of Medicine, USA
| | - Di Hu
- MedStar Health Research Institute, Center of Biostatistics, Informatics and Data Science, USA
| | - Jin K Kang
- MedStar Washington Hospital Center, Division of Endocrine Surgery, USA; MedStar Georgetown University Hospital, Department of Surgery, USA
| | - Kenneth D Burman
- MedStar Washington Hospital Center, Section of Endocrinology, USA
| | | | - Jennifer E Rosen
- MedStar Washington Hospital Center, Division of Endocrine Surgery, USA
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8
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Hemmati M, Tabesh H, Peyghambari A, Bazrafshan H. In silico dose adjustment of levothyroxine after total thyroidectomy using fuzzy logic methodology: A proof-of-concept study. Heliyon 2023; 9:e12797. [PMID: 36685426 PMCID: PMC9852674 DOI: 10.1016/j.heliyon.2023.e12797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 12/27/2022] [Accepted: 01/02/2023] [Indexed: 01/07/2023] Open
Abstract
Thyroid hormone replacement therapy is used to raise undesirably low concentrations of natural thyroid hormones, commonly by administrating levothyroxine (LT4). Finding the appropriate LT4 dose regime, particularly for patients undergone thyroidectomy, is still demanding more effort, and much research has been conducted. Providing a new fuzzy logic system, a useful control algorithm, we aim to introduce a proper LT4 dosing regimen for every thyroidectomized patient in a computerized environment. Consequently, we contrast the differences between our proposed dose regime and conventional monotherapy methods using THYROSIM, a thyroid simulation application. Considering our nine defined comparative criteria, results reveal that the FLS dose regime is dominant in terms of six indexes, while the discrepancies are not noticeable in the other three indexes. A great superiority of FLS dose regime is its ability to reduce the time to reach desirable thyrotropin (Thyroid Stimulating Hormone, TSH) serum concentration to 6 days post-thyroidectomy, and keep the T4, T3, and TSH values in the normal window afterward. The proposed FLS could be an applicable decision support system for physicians as they can define their intended Individual Target Value of TSH for each patient to optimize LT4 dose adjustment.
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Affiliation(s)
- Mostafa Hemmati
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
| | - Hadi Tabesh
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran,Corresponding author. Department of Life Science Engineering, Room 318, Faculty of New Sciences and Technologies, University of Tehran, North Kargar St., 14399, Tehran, 14399-57131, Iran.
| | - Ali Peyghambari
- Department of Life Science Engineering, Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
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9
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Trimboli P, Mouly S. Pharmacokinetics and Clinical Implications of Two Non-Tablet Oral Formulations of L-Thyroxine in Patients with Hypothyroidism. J Clin Med 2022; 11:jcm11123479. [PMID: 35743549 PMCID: PMC9224574 DOI: 10.3390/jcm11123479] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Increased knowledge of the pharmacokinetic characteristics of orally administered levothyroxine (L-T4) has improved individualization of dosing regimens. However, up to 40-45% of patients, depending on the leading cause of hypothyroidism, are still over- or, more often, undertreated. Unintentional non-adherence to L-T4 replacement therapy includes all situations of unintended drug-drug and drug-food interactions as well as fasting conditions that are not necessarily respected by patients. RESULTS In this specific context, the overall information concerning those factors with the potential to affect L-T4 absorption refers only to tablet formulation. Indeed, this is the reason why new non-tablet formulations of L-T4 were introduced some years ago. In this regard, the current literature review was designed to summarize pharmacokinetic, drug and food interactions and clinical data focusing on two new oral L-T4 formulations, i.e., liquid and soft-gel capsule in healthy volunteers and patients with primary hypothyroidism. The non-tablet L-T4 soft-gel capsules and solution have proven bioequivalence with the usual L-T4 tablet Princeps and generic formulations. Clinical studies have suggested higher performance of non-tablet formulations than tablet in those patients with suboptimal adherence. The impact of gastrointestinal conditions and variation of gastric pH was lower with either soft gel/solution than with tablets. In addition, the extent of drug-drug and drug-food interactions remains low and of uncertain clinical relevance. CONCLUSIONS Pending further studies allowing one to extend the use of soft-gel/solution preparations in unselected patients, non-tablet L-T4 formulations should be considered as a first-line choice, especially in those patients with moderate-to-high potential of suboptimal tablet performance.
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Affiliation(s)
- Pierpaolo Trimboli
- Servizio di Endocrinologia e Diabetologia, Ente Ospedaliero Cantonale (EOC), 6500 Bellinzona, Switzerland;
- Facoltà di Scienze Biomediche, Università della Svizzera Italiana (USI), 6900 Lugano, Switzerland
| | - Stéphane Mouly
- Assistance Publique-Hôpitaux de Paris Nord, Département Médico-Universitaire (DMU) INVICTUS, Département de Médecine Interne, Hôpital Lariboisière, INSERM UMRS-1144, Université de Paris Cité, 75010 Paris, France
- Correspondence: ; Tel.: +33-1-49-95-81-26; Fax: +33-1-49-95-84-46
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10
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Abstract
Hypothyroidism is a common endocrinopathy, and levothyroxine is frequently prescribed. Despite the basic tenets of initiating and adjusting levothyroxine being agreed on, there are many nuances and complexities to consistently maintaining euthyroidism. Understanding the impact of patient weight and residual thyroid function on initial levothyroxine dosage and consideration of age, comorbidities, thyrotropin goal, life stage, and quality of life as levothyroxine is adjusted can be challenging and continually evolving. Because levothyroxine is a lifelong medication, it is important to avoid risks from periods of overtreatment or undertreatment. For the subset of patients not restored to baseline health with levothyroxine, causes arising from all aspects of the patient's life (coexistent medical conditions, stressors, lifestyle, psychosocial factors) should be broadly considered. If such factors do not appear to be contributing, and biochemical euthyroidism has been successfully maintained, there may be benefit to a trial of combination therapy with levothyroxine and liothyronine. This is not supported by the majority of randomized clinical trials, but may be supported by other studies providing lower-quality evidence and by animal studies. Given this discrepancy, it is important that any trial of combination therapy be continued only as long as a patient benefit is being enjoyed. Monitoring for adverse effects, particularly in older or frail individuals, is necessary and combination therapy should not be used during pregnancy. A sustained-release liothyronine preparation has completed phase 1 testing and may soon be available for better designed and powered studies assessing whether combination therapy provides superior therapy for hypothyroidism.
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Cruz-Loya M, Chu BB, Jonklaas J, Schneider DF, DiStefano J. Optimized Replacement T4 and T4+T3 Dosing in Male and Female Hypothyroid Patients With Different BMIs Using a Personalized Mechanistic Model of Thyroid Hormone Regulation Dynamics. Front Endocrinol (Lausanne) 2022; 13:888429. [PMID: 35909562 PMCID: PMC9330449 DOI: 10.3389/fendo.2022.888429] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 03/31/2022] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE A personalized simulation tool, p-THYROSIM, was developed (1) to better optimize replacement LT4 and LT4+LT3 dosing for hypothyroid patients, based on individual hormone levels, BMIs, and gender; and (2) to better understand how gender and BMI impact thyroid dynamical regulation over time in these patients. METHODS p-THYROSIM was developed by (1) modifying and refining THYROSIM, an established physiologically based mechanistic model of the system regulating serum T3, T4, and TSH level dynamics; (2) incorporating sex and BMI of individual patients into the model; and (3) quantifying it with 3 experimental datasets and validating it with a fourth containing data from distinct male and female patients across a wide range of BMIs. For validation, we compared our optimized predictions with previously published results on optimized LT4 monotherapies. We also optimized combination T3+T4 dosing and computed unmeasured residual thyroid function (RTF) across a wide range of BMIs from male and female patient data. RESULTS Compared with 3 other dosing methods, the accuracy of p-THYROSIM optimized dosages for LT4 monotherapy was better overall (53% vs. 44%, 43%, and 38%) and for extreme BMI patients (63% vs. ~51% low BMI, 48% vs. ~36% and 22% for high BMI). Optimal dosing for combination LT4+LT3 therapy and unmeasured RTFs was predictively computed with p-THYROSIM for male and female patients in low, normal, and high BMI ranges, yielding daily T3 doses of 5 to 7.5 μg of LT3 combined with 62.5-100 μg of LT4 for women or 75-125 μg of LT4 for men. Also, graphs of steady-state serum T3, T4, and TSH concentrations vs. RTF (range 0%-50%) for untreated patients showed that neither BMI nor gender had any effect on RTF predictions for our patient cohort data. Notably, the graphs provide a means for estimating unmeasurable RTFs for individual patients from their hormone measurements before treatment. CONCLUSIONS p-THYROSIM can provide accurate monotherapies for male and female hypothyroid patients, personalized with their BMIs. Where combination therapy is warranted, our results predict that not much LT3 is needed in addition to LT4 to restore euthyroid levels, suggesting opportunities for further research exploring combination therapy with lower T3 doses and slow-releasing T3 formulations.
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Affiliation(s)
- Mauricio Cruz-Loya
- Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Benjamin B. Chu
- Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Jacqueline Jonklaas
- Division of Endocrinology, Georgetown University, Washington, DC, United States
| | - David F. Schneider
- Department of Surgery, Division of Endocrine Surgery, University of Wisconsin, Madison, WI, United States
| | - Joseph DiStefano
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- *Correspondence: Joseph DiStefano III,
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Brun VH, Eriksen AH, Selseth R, Johansson K, Vik R, Davidsen B, Kaut M, Hellemo L. Patient-Tailored Levothyroxine Dosage with Pharmacokinetic/Pharmacodynamic Modeling: A Novel Approach After Total Thyroidectomy. Thyroid 2021; 31:1297-1304. [PMID: 33980057 PMCID: PMC8558060 DOI: 10.1089/thy.2021.0125] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background: After seven decades of levothyroxine (LT4) replacement therapy, dosage adjustment still takes several months. We have developed a decision aid tool (DAT) that models LT4 pharmacometrics and enables patient-tailored dosage. The aim of this was to speed up dosage adjustments for patients after total thyroidectomy. Methods: The DAT computer program was developed with a group of 46 patients post-thyroidectomy, and it was then applied in a prospective randomized multicenter validation trial in 145 unselected patients admitted for total thyroidectomy for goiter, differentiated thyroid cancer, or thyrotoxicosis. The LT4 dosage was adjusted after only two weeks, with or without application of the DAT, which calculated individual free thyroxine (fT4) targets based on four repeated measurements of fT4 and thyrotropin (TSH) levels. The individual TSH target was either <0.1, 0.1-0.5, or 0.5-2.0 mIU/L, depending on the diagnosis. Initial postoperative LT4 dosage was determined according to clinical routine without using algorithms. A simplified DAT with a population-based fT4 target was used for thyrotoxic patients who often went into surgery after prolonged TSH suppression. Subsequent LT4 adjustments were carried out every six weeks until target TSH was achieved. Results: When clinicians were guided by the DAT, 40% of patients with goiter and 59% of patients with cancer satisfied the narrow TSH targets eight weeks after surgery, as compared with only 0% and 19% of the controls, respectively. The TSH was within the normal range in 80% of DAT/goiter patients eight weeks after surgery as compared with 19% of controls. The DAT shortened the average dosage adjustment period by 58 days in the goiter group and 40 days in the cancer group. For thyrotoxic patients, application of the simplified DAT did not improve the dosage adjustment. Conclusions: Application of the DAT in combination with early postoperative TSH and fT4 monitoring offers a fast approach to LT4 dosage after total thyroidectomy for patients with goiter or differentiated thyroid cancer. Estimation of individual TSH-fT4 dynamics was crucial for the model to work, as removal of this feature in the applied model for thyrotoxic patients also removed the benefit of the DAT.
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Affiliation(s)
- Vegard Heimly Brun
- Department of Breast and Endocrine Surgery, University Hospital of North Norway, Tromsø, Norway
- Institute of Clinical Medicine, University in Tromsø—The Arctic University of Norway, Tromsø, Norway
- Address correspondence to: Vegard Heimly Brun, MD, PhD, Department of Breast and Endocrine Surgery, University Hospital of North Norway, Sykehusvegen 38, 9019 Tromsø, Norway.
| | - Amund H. Eriksen
- Department of Breast and Endocrine Surgery, University Hospital of North Norway, Tromsø, Norway
| | - Ruth Selseth
- Department of Breast and Endocrine Surgery, University Hospital of North Norway, Tromsø, Norway
| | - Kenth Johansson
- Department of Surgery, Västervik Hospital, Västervik, Sweden
| | - Renate Vik
- Department of Breast and Endocrine Surgery, Haukeland University Hospital, Bergen, Norway
| | - Benedicte Davidsen
- Department of Breast and Endocrine Surgery, Haukeland University Hospital, Bergen, Norway
| | - Michal Kaut
- Department of Sustainable Energy Technology, SINTEF Industry, Trondheim, Norway
| | - Lars Hellemo
- Department of Sustainable Energy Technology, SINTEF Industry, Trondheim, Norway
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Raashid K, Ishtiaq O, Kamin M, Rehman T, Khan SA, Raja U, Shah FH. Weight and Body Mass Index for Predicting Thyroxine Dose in Primary Hypothyroidism. Cureus 2021; 13:e15031. [PMID: 34136323 PMCID: PMC8200257 DOI: 10.7759/cureus.15031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Background The treatment of primary hypothyroidism with thyroxine is weight-based or body mass index (BMI)-based. However, significant variation in the dose and the consequent delay in achieving euthyroid state is observed along the spectrum of patient body weights. Objectives To determine the weight and BMI-based dosing of thyroxine in primary hypothyroidism to achieve euthyroidism. Material and methods It was a retrospective review of the patient records conducted in the department of endocrinology, Shifa International Hospital, Islamabad, from July 1, 2014, to June 30, 2019 (five-year period). Patients with clinical and biochemical hypothyroidism were enrolled and initiated on thyroxine replacement to achieve euthyroid status. A total of 504 patients were included in the study. Results The mean age was 44.5 ±13.6 standard deviation. Females were 83.5%. The mean dose of thyroxine to achieve euthyroid status was 107.7 ± 39.3 mean standard deviation mcg/day, i.e. 1.4 (0.5) mcg/kg/day. Euthyroid status was achieved in 264 (52.4%) of patients at three months. The mean TSH level after treatment was 2.09 (1.2) mU/L. The linear regression model showed that BMI and weight are independent predictors of the required thyroxine dose (R and Rsquare values are .274 and 0.075 for BMI and .319 and .102 for weight, respectively (P-value <.0001). There was no impact of age, gender, height, and duration of disease on achieving euthyroid at six months after treatment (P values: .85, .394, .827, and .105, respectively). Conclusion The optimum dose in primary hyperthyroidism can be determined with body weight and BMI-based calculations.
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Affiliation(s)
- Kashif Raashid
- Endocrinology and Diabetes, Shifa International Hospital, Islamabad, PAK
| | - Osama Ishtiaq
- Endocrinology and Diabetes, Shifa International Hospital, Islamabad, PAK
| | - Matiullah Kamin
- Endocrinology and Diabetes, Shifa International Hospital, Islamabad, PAK
| | - Tejhmal Rehman
- Endocrinology and Diabetes, Shifa International Hospital, Islamabad, PAK
| | - Sajjad Ali Khan
- Department of Medicine, Section of Diabetes and Endocrinology, Aga Khan University Hospital, Karachi, PAK
| | - Umar Raja
- Endocrinology, Shifa International Hospital, Islamabad, PAK
| | - Fazal H Shah
- Medicine, Tehsil Headquarters (THQ) Hospital, Bhakkar, PAK
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Singh R, Tandon A, Awasthi A. Development and Prospective Validation of the Levothyroxine Dose Prediction Model in Primary Hypothyroidism. Horm Metab Res 2021; 53:264-271. [PMID: 33440432 DOI: 10.1055/a-1336-3502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Multiple visits are needed to achieve euthyroidism on levothyroxine in newly detected primary hypothyroidism. We aimed to develop a levothyroxine dose estimation algorithm for primary hypothyroidism. Adults with newly diagnosed hypothyroidism were enrolled prospectively, first in the training cohort, followed by the validation cohort separated by time and person. We developed a predictive algorithm from Training Cohort and validated the model in Validation Cohort. Training Cohort: In this cohort, 358 subjects (259 women and 99 men) were enrolled. The median duration needed to achieve euthyroidism was 4±0.5 months. The mean levothyroxine daily dose was 60.5±34.1 μg. Data of euthyroid subjects within 6 months of treatment initiation and age range 18-65 years were used for algorithm development. In the multivariable linear regression algorithm, pretreatment serum thyrotropin level, and sex formed the best-fit predictive model (adjusted R2 0.73, p-value <0.001). Validation Cohort: Eighty-four subjects (61 women and 23 men) were enrolled and started on an estimated levothyroxine dose derived from the developed prediction model. On the first follow-up on treatment, 34/50 participants achieved euthyroidism (68%) at 1.5 months. In conclusion, the proposed prediction model for levothyroxine dose estimation effectively achieves early euthyroidism in two-third subjects in the age range of 18-65 years.
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Affiliation(s)
- Rekha Singh
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, Bhopal, India
- Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Ashwani Tandon
- Nizam's Institute of Medical Sciences, Hyderabad, India
- Department of Pathology and Lab Medicine, All India Institute of Medical Sciences, Bhopal India
| | - Ashish Awasthi
- Indian Institute of Public Health, Gandhinagar, India
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
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Kahaly GJ. Management of Graves Thyroidal and Extrathyroidal Disease: An Update. J Clin Endocrinol Metab 2020; 105:5905591. [PMID: 32929476 PMCID: PMC7543578 DOI: 10.1210/clinem/dgaa646] [Citation(s) in RCA: 109] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 09/11/2020] [Indexed: 12/14/2022]
Abstract
CONTEXT Invited update on the management of systemic autoimmune Graves disease (GD) and associated Graves orbitopathy (GO). EVIDENCE ACQUISITION Guidelines, pertinent original articles, systemic reviews, and meta-analyses. EVIDENCE SYNTHESIS Thyrotropin receptor antibodies (TSH-R-Abs), foremost the stimulatory TSH-R-Abs, are a specific biomarker for GD. Their measurement assists in the differential diagnosis of hyperthyroidism and offers accurate and rapid diagnosis of GD. Thyroid ultrasound is a sensitive imaging tool for GD. Worldwide, thionamides are the favored treatment (12-18 months) of newly diagnosed GD, with methimazole (MMI) as the preferred drug. Patients with persistently high TSH-R-Abs and/or persistent hyperthyroidism at 18 months, or with a relapse after completing a course of MMI, can opt for a definitive therapy with radioactive iodine (RAI) or total thyroidectomy (TX). Continued long-term, low-dose MMI administration is a valuable and safe alternative. Patient choice, both at initial presentation of GD and at recurrence, should be emphasized. Propylthiouracil is preferred to MMI during the first trimester of pregnancy. TX is best performed by a high-volume thyroid surgeon. RAI should be avoided in GD patients with active GO, especially in smokers. Recently, a promising therapy with an anti-insulin-like growth factor-1 monoclonal antibody for patients with active/severe GO was approved by the Food and Drug Administration. COVID-19 infection is a risk factor for poorly controlled hyperthyroidism, which contributes to the infection-related mortality risk. If GO is not severe, systemic steroid treatment should be postponed during COVID-19 while local treatment and preventive measures are offered. CONCLUSIONS A clear trend towards serological diagnosis and medical treatment of GD has emerged.
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Affiliation(s)
- George J Kahaly
- Department of Medicine I, Johannes Gutenberg University (JGU) Medical Center, Mainz, Germany
- Correspondence and Reprint Requests: George J. Kahaly, MD, PhD, JGU Medical Center, Mainz 55101, Germany. E-mail:
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The American Association of Endocrine Surgeons Guidelines for the Definitive Surgical Management of Thyroid Disease in Adults. Ann Surg 2020; 271:e21-e93. [PMID: 32079830 DOI: 10.1097/sla.0000000000003580] [Citation(s) in RCA: 281] [Impact Index Per Article: 56.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To develop evidence-based recommendations for safe, effective, and appropriate thyroidectomy. BACKGROUND Surgical management of thyroid disease has evolved considerably over several decades leading to variability in rendered care. Over 100,000 thyroid operations are performed annually in the US. METHODS The medical literature from 1/1/1985 to 11/9/2018 was reviewed by a panel of 19 experts in thyroid disorders representing multiple disciplines. The authors used the best available evidence to construct surgical management recommendations. Levels of evidence were determined using the American College of Physicians grading system, and management recommendations were discussed to consensus. Members of the American Association of Endocrine Surgeons reviewed and commented on preliminary drafts of the content. RESULTS These clinical guidelines analyze the indications for thyroidectomy as well as its definitions, technique, morbidity, and outcomes. Specific topics include Pathogenesis and Epidemiology, Initial Evaluation, Imaging, Fine Needle Aspiration Biopsy Diagnosis, Molecular Testing, Indications, Extent and Outcomes of Surgery, Preoperative Care, Initial Thyroidectomy, Perioperative Tissue Diagnosis, Nodal Dissection, Concurrent Parathyroidectomy, Hyperthyroid Conditions, Goiter, Adjuncts and Approaches to Thyroidectomy, Laryngology, Familial Thyroid Cancer, Postoperative Care and Complications, Cancer Management, and Reoperation. CONCLUSIONS Evidence-based guidelines were created to assist clinicians in the optimal surgical management of thyroid disease.
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Abstract
Hyperthyroidism is a condition where the thyroid gland produces and secretes inappropriately high amounts of thyroid hormone which can lead to thyrotoxicosis. The prevalence of hyperthyroidism in the United States is approximately 1.2%. There are many different causes of hyperthyroidism, and the most common causes include Graves' disease (GD), toxic multinodular goiter and toxic adenoma. The diagnosis can be made based on clinical findings and confirmed with biochemical tests and imaging techniques including ultrasound and radioactive iodine uptake scans. This condition impacts many different systems of the body including the integument, musculoskeletal, immune, ophthalmic, reproductive, gastrointestinal and cardiovascular systems. It is important to recognize common cardiovascular manifestations such as hypertension and tachycardia and to treat these patients with beta blockers. Early treatment of cardiovascular manifestations along with treatment of the hyperthyroidism can prevent significant cardiovascular events. Management options for hyperthyroidism include anti-thyroid medications, radioactive iodine, and surgery. Anti-thyroid medications are often used temporarily to treat thyrotoxicosis in preparation for more definitive treatment with radioactive iodine or surgery, but in select cases, patients can remain on antithyroid medications long-term. Radioactive iodine is a successful treatment for hyperthyroidism but should not be used in GD with ophthalmic manifestations. Recent studies have shown an increased concern for the development of secondary cancers as a result of radioactive iodine treatment. In the small percentage of patients who are not successfully treated with radioactive iodine, they can undergo re-treatment or surgery. Surgery includes a total thyroidectomy for GD and toxic multinodular goiters and a thyroid lobectomy for toxic adenomas. Surgery should be considered for those who have a concurrent cancer, in pregnancy, for compressive symptoms and in GD with ophthalmic manifestations. Surgery is cost effective with a high-volume surgeon. Preoperatively, patients should be on anti-thyroid medications to establish a euthyroid state and on beta blockers for any cardiovascular manifestations. Thyroid storm is a rare but life-threatening condition that can occur with thyrotoxicosis that must be treated with a multidisciplinary approach and ultimately, definitive treatment of the hyperthyroidism.
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Affiliation(s)
- Amanda R Doubleday
- Division of Endocrine Surgery, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Rebecca S Sippel
- Division of Endocrine Surgery, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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Miccoli P, Materazzi G, Rossi L. Levothyroxine Therapy in Thyrodectomized Patients. Front Endocrinol (Lausanne) 2020; 11:626268. [PMID: 33584551 PMCID: PMC7878675 DOI: 10.3389/fendo.2020.626268] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 12/14/2020] [Indexed: 12/12/2022] Open
Abstract
Administration of the optimal dose of levothyroxine (LT4) is crucial to restore euthyroidism after total thyroidectomy. An insufficient or excessive dosage may result in hypothyroidism or thyrotoxicosis, either one associated with a number of symptoms/complications. Most literature regarding the LT4 dosage deals with the treatment of primary hypothyroidism, whereas a limited number of studies handle the issue of thyroxin replacement after total thyroidectomy. A literature review was performed focusing on all papers dealing with this topic within the last 15 years. Papers that reported a scheme to calculate the proper LT4 dose were collected and compared to set up a review exploring limits and drawbacks of LT4 replacement therapy in the wide population of patients who had undergone thyroidectomy. Most of the methods for monitoring and adjusting thyroid hormone replacement after thyroidectomy for benign disease use LT4 at an empirical dose of approximately 1.6 μg/kg, with subsequent changes according to thyroid function test results and assessments of the patient's symptoms. Approximately 75% of patients require a dose adjustment, suggesting that factors other than body weight play a role in the determination of the proper LT4 dose. Hence, several schemes are reported in the literature for the proper initial dose of LT4. An inadequate level of thyroid hormone levels in these patients can be due to several factors. The most common ones that lead to the necessity of LT4 dose adjustments include lack of compliance, changes in LT4 formulation, dosage errors, increased serum levels of T4-binding globulin, body mass changes, and dietary habits. Moreover, concomitant ingestion of calcium supplements, ferrous sulfate, proton-pump inhibitors, bile acid sequestrants, and sucralfate might influence LT4 absorption and/or metabolism. Furthermore, some gastrointestinal conditions and their treatments can contribute to suboptimal LT4 performance by altering gastric acidity and thereby reducing its bioavailability, particularly in the solid form. Beyond the classic tablet form, new formulations of LT4, such as a soft gel capsule and an oral solution, recently became available. The liquid formulation is supposed to overcome the food and beverages interference with absorption of LT4 tablets.
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19
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Hoermann R, Midgley JEM, Larisch R, Dietrich JW. Individualised requirements for optimum treatment of hypothyroidism: complex needs, limited options. Drugs Context 2019; 8:212597. [PMID: 31516533 PMCID: PMC6726361 DOI: 10.7573/dic.212597] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 07/09/2019] [Accepted: 07/15/2019] [Indexed: 12/21/2022] Open
Abstract
Levothyroxine (LT4) therapy has a long history, a well-defined pharmacological profile and a favourable safety record in the alleviation of hypothyroidism. However, questions remain in defining the threshold for the requirement of treatment in patients with subclinical hypothyroidism, assessing the dose adequacy of the drug, and selecting the best treatment mode (LT4 monotherapy versus liothyronine [LT3]/LT4 combinations) for subpopulations with persisting complaints. Supplied as a prodrug, LT4 is enzymatically converted into the biologically more active thyroid hormone, triiodothyronine (T3). Importantly, tetraiodothyronine (T4) to T3 conversion efficiency may be impaired in patients receiving LT4, resulting in a loss of thyroid-stimulating hormone (TSH)-mediated feed-forward control of T3, alteration of the interlocking equilibria between serum concentrations of TSH, free thyroxine (FT4), and free triiodothyonine (FT3), and a decrease in FT3 to FT4 ratios. This downgrades the value of the TSH reference system derived in thyroid health for guiding the replacement dose in the treatment situation. Individualised conditionally defined setpoints may therefore provide appropriate biochemical targets to be clinically tested, together with a stronger focus on clinical presentation and future endpoint markers of tissue thyroid state. This cautionary note encompasses the use of aggregated statistical data from clinical trials which are not safely applicable to the individual level of patient care under these circumstances.
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Affiliation(s)
- Rudolf Hoermann
- Department for Nuclear Medicine, Klinikum Lüdenscheid, Paulmannshöherstr. 14, 58515 Lüdenscheid, Germany
| | | | - Rolf Larisch
- Department for Nuclear Medicine, Klinikum Lüdenscheid, Paulmannshöherstr. 14, 58515 Lüdenscheid, Germany
| | - Johannes W Dietrich
- Medical Department I, Endocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, 44789 Bochum, Germany.,Ruhr Center for Rare Diseases (CeSER), Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstr. 5, 44791 Bochum, Germany
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Optimal levothyroxine dose in post-total thyroidectomy patients: a prediction model for initial dose titration. Eur Arch Otorhinolaryngol 2019; 276:2559-2564. [PMID: 31250085 DOI: 10.1007/s00405-019-05523-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 06/15/2019] [Indexed: 12/25/2022]
Abstract
PURPOSE As the lack of consensus in the initial levothyroxine (LT4) dose titration following total thyroidectomy exists, the aim of this study was to identify and quantify predictive factors for LT4 dose replacement. METHODS A retrospective analysis of a prospectively gathered data of 234 patients who underwent total-thyroidectomy at two institutions between November 9, 2009 and January 1, 2016 was conducted. Outcome variable was the clinically observed optimal LT4 dose. Linear and polynomial regression methods were used for prediction. Continuous variables were tested for mean differences using Student's t-test and association using Pearson's correlation. RESULTS We identified Body Surface Area (BSA) as the most significant predictor. We propose a model that titrates LT4 dose based on BSA (1.4 µg /kg/day for BSA > 1.79 m2 vs. 1.7 µg /kg/day for BSA ≤ 1.79 m2; P = 0.00). Men required higher doses than women and no differences were noted based on DM status or pathological diagnosis. CONCLUSIONS Our analysis shows BSA as an independent predictor of LT4 dose post total thyroidectomy. Despite the possibility of generating different equations for predicting LT4 post total-thyroidectomy, finding a practical and clinically relevant prediction model is yet of limited efficiency.
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Paragliola RM, Di Donna V, Locantore P, Papi G, Pontecorvi A, Corsello SM. Factors Predicting Time to TSH Normalization and Persistence of TSH Suppression After Total Thyroidectomy for Graves' Disease. Front Endocrinol (Lausanne) 2019; 10:95. [PMID: 30881342 PMCID: PMC6405427 DOI: 10.3389/fendo.2019.00095] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 02/01/2019] [Indexed: 12/31/2022] Open
Abstract
Hyperthyroidism related to Graves' disease is associated with a suppression of TSH values which may persist after surgery in spite of a LT4 replacement therapy at non-TSH-suppressing doses. The aim of this retrospective study was to evaluate the time to TSH normalization in a group of patients who underwent total thyroidectomy for Graves' disease receiving a LT4 therapy dose regimen based on a previously published nomogram, and to identify possible correlations between the time to normalization of post-operative TSH values and preoperative clinical and biochemical parameters. 276 patients affected by Graves' disease who underwent surgery between 2010 and 2015, were retrospectively evaluated for clinical and biochemical parameters as well as post-surgical LT4 treatment regimen. Of the 276 subjects, 174 had initiated LT4 dosage corresponding to a previously published nomogram. 59 patients were excluded because their LT4 requirement (in mcg/kg/day) changed and deviated from the nomogram during the follow-up period, 15 patients were excluded because their TSH level was >4 mcU/ml during the first biochemical evaluation and 2 patients were excluded because they had low TSH levels potentially related to central hypothyroidism due to concomitant hypopituitarism. Therefore, 98 patients were included in our statistical analysis. TSH and FT4 were evaluated at the first post-operative assessment and during follow up until the normalization of TSH values was achieved, and then included in the analysis. During the first post-operative evaluation 2 months after surgery, 59/98 patients had TSH values in the normal range (0.4 to 4.0 mcU/ml), while 39/98 patients had a TSH value < 0.4 mcU/mL. The persistence of post-operative TSH levels < 0.4 mcU/ml was significantly correlated (p = 0.022) with longer duration of the disease. The value of anti-TSH receptor autoantibodies (TrAb) at the diagnosis of hyperthyroidism, significantly correlated (p = 0.002) with the time to TSH normalization in the group of patients with TSH < 0.4 mcU/ml at first control. This retrospective analysis confirms that in subjects who have undergone thyroidectomy for Graves' disease, time to normalization of TSH may be prolonged. Hence, the role of TSH as the "gold standard" to assess the appropriate LT4 replacement therapy regimen during the initial months following surgery may need to be reconsidered.
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Affiliation(s)
| | - Vincenzo Di Donna
- Endocrinology Unit, Fondazione Policlinico Universitario “A. Gemelli' – IRCCS, Rome, Italy
| | - Pietro Locantore
- Department of Endocrinology, Università Cattolica del Sacro Cuore, Rome, Italy
- Endocrinology Unit, Fondazione Policlinico Universitario “A. Gemelli' – IRCCS, Rome, Italy
| | - Giampaolo Papi
- Department of Endocrinology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alfredo Pontecorvi
- Department of Endocrinology, Università Cattolica del Sacro Cuore, Rome, Italy
- Endocrinology Unit, Fondazione Policlinico Universitario “A. Gemelli' – IRCCS, Rome, Italy
| | - Salvatore Maria Corsello
- Department of Endocrinology, Università Cattolica del Sacro Cuore, Rome, Italy
- Endocrinology Unit, Fondazione Policlinico Universitario “A. Gemelli' – IRCCS, Rome, Italy
- *Correspondence: Salvatore Maria Corsello
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Zaborek NA, Cheng A, Imbus JR, Long KL, Pitt SC, Sippel RS, Schneider DF. The optimal dosing scheme for levothyroxine after thyroidectomy: A comprehensive comparison and evaluation. Surgery 2018; 165:92-98. [PMID: 30413325 DOI: 10.1016/j.surg.2018.04.097] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 03/13/2018] [Accepted: 04/03/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Patients often struggle to attain euthyroidism after thyroidectomy, and multiple dosing schemes have been proposed to supplant the standard weight-based approach for initial levothyroxine dosing after thyroidectomy. The objectives of this study were to review the literature for existing levothyroxine dosing schemes and compare estimation accuracies with novel schemes developed with machine learning. METHODS This study retrospectively analyzed 598 patients who attained euthyroidism after total or completion thyroidectomy for benign disease. A scoping review identified existing levothyroxine dosing schemes. Thirteen machine learning algorithms estimated euthyroid dose. Using 10-fold cross-validation, we compared schemes by the proportion of patients having a predicted dose within 12.5 µg/day of their euthyroid dose. RESULTS Of 264 reviewed articles, 7 articles proposed retrospectively implementable dosing schemes. A novel Poisson regression model proved most accurate, correctly predicting 64.8% of doses. Incorporating 7 variables, Poisson regression was significantly more accurate than the best scheme in the literature (body mass index/weight based) that correctly predicted 60.9% of doses (P = .031). Standard weight-based dosing (1.6 µg/kg/day) correctly predicted 51.3% of doses, and the least effective scheme (age/sex/weight based) correctly predicted 27.4% of doses. CONCLUSION Using readily available variables, a novel Poisson regression dosing scheme outperforms other machine learning algorithms and all existing schemes in estimating levothyroxine dose.
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Affiliation(s)
- Nick A Zaborek
- Department of Surgery, University of Wisconsin, Madison, WI.
| | | | - Joseph R Imbus
- Department of Surgery, University of Wisconsin, Madison, WI
| | - Kristin L Long
- Department of Surgery, University of Wisconsin, Madison, WI
| | - Susan C Pitt
- Department of Surgery, University of Wisconsin, Madison, WI
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23
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Di Donna V, Paragliola RM, de Waure C, Papi G, Pontecorvi A, Corsello SM. Is levothyroxine requirement the same for tablet and soft gel formulations? Endocrine 2018; 59:458-460. [PMID: 28466401 DOI: 10.1007/s12020-017-1311-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 04/24/2017] [Indexed: 11/24/2022]
Affiliation(s)
- Vincenzo Di Donna
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Rosa Maria Paragliola
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Chiara de Waure
- Institute of Public Health, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Giampaolo Papi
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Alfredo Pontecorvi
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Salvatore Maria Corsello
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, largo Agostino Gemelli 8, 00168, Rome, Italy.
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24
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Ross DS, Burch HB, Cooper DS, Greenlee MC, Laurberg P, Maia AL, Rivkees SA, Samuels M, Sosa JA, Stan MN, Walter MA. 2016 American Thyroid Association Guidelines for Diagnosis and Management of Hyperthyroidism and Other Causes of Thyrotoxicosis. Thyroid 2016; 26:1343-1421. [PMID: 27521067 DOI: 10.1089/thy.2016.0229] [Citation(s) in RCA: 1473] [Impact Index Per Article: 163.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Thyrotoxicosis has multiple etiologies, manifestations, and potential therapies. Appropriate treatment requires an accurate diagnosis and is influenced by coexisting medical conditions and patient preference. This document describes evidence-based clinical guidelines for the management of thyrotoxicosis that would be useful to generalist and subspecialty physicians and others providing care for patients with this condition. METHODS The American Thyroid Association (ATA) previously cosponsored guidelines for the management of thyrotoxicosis that were published in 2011. Considerable new literature has been published since then, and the ATA felt updated evidence-based guidelines were needed. The association assembled a task force of expert clinicians who authored this report. They examined relevant literature using a systematic PubMed search supplemented with additional published materials. An evidence-based medicine approach that incorporated the knowledge and experience of the panel was used to update the 2011 text and recommendations. The strength of the recommendations and the quality of evidence supporting them were rated according to the approach recommended by the Grading of Recommendations, Assessment, Development, and Evaluation Group. RESULTS Clinical topics addressed include the initial evaluation and management of thyrotoxicosis; management of Graves' hyperthyroidism using radioactive iodine, antithyroid drugs, or surgery; management of toxic multinodular goiter or toxic adenoma using radioactive iodine or surgery; Graves' disease in children, adolescents, or pregnant patients; subclinical hyperthyroidism; hyperthyroidism in patients with Graves' orbitopathy; and management of other miscellaneous causes of thyrotoxicosis. New paradigms since publication of the 2011 guidelines are presented for the evaluation of the etiology of thyrotoxicosis, the management of Graves' hyperthyroidism with antithyroid drugs, the management of pregnant hyperthyroid patients, and the preparation of patients for thyroid surgery. The sections on less common causes of thyrotoxicosis have been expanded. CONCLUSIONS One hundred twenty-four evidence-based recommendations were developed to aid in the care of patients with thyrotoxicosis and to share what the task force believes is current, rational, and optimal medical practice.
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Affiliation(s)
- Douglas S Ross
- 1 Massachusetts General Hospital , Boston, Massachusetts
| | - Henry B Burch
- 2 Endocrinology - Metabolic Service, Walter Reed National Military Medical Center , Bethesda, Maryland
| | - David S Cooper
- 3 Division of Endocrinology, Diabetes, and Metabolism, The Johns Hopkins University School of Medicine , Baltimore, Maryland
| | | | - Peter Laurberg
- 5 Departments of Clinical Medicine and Endocrinology, Aalborg University and Aalborg University Hospital , Aalborg, Denmark
| | - Ana Luiza Maia
- 6 Thyroid Section, Hospital de Clinicas de Porto Alegre, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Scott A Rivkees
- 7 Pediatrics - Chairman's Office, University of Florida College of Medicine , Gainesville, Florida
| | - Mary Samuels
- 8 Division of Endocrinology, Diabetes and Clinical Nutrition, Oregon Health & Science University , Portland, Oregon
| | - Julie Ann Sosa
- 9 Section of Endocrine Surgery, Duke University School of Medicine , Durham, North Carolina
| | - Marius N Stan
- 10 Division of Endocrinology, Mayo Clinic , Rochester, Minnesota
| | - Martin A Walter
- 11 Institute of Nuclear Medicine, University Hospital Bern , Switzerland
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Abstract
PURPOSE OF REVIEW Differentiated thyroid cancer is a malignancy that is rapidly increasing in frequency. As thyroidectomy plays a central role in the treatment of thyroid cancer, it is incumbent on physicians treating this patient group to be well versed in the intricacies of treating hypothyroidism. RECENT FINDINGS Treatment of hypothyroidism may be refined by careful attention to dose selection, monitoring of therapy and achievement of thyrotropin goals that are specific to the individual patient's overall clinical situation. These goals are common not only to patients with a sole diagnosis of hypothyroidism, as discussed in the recent American Thyroid Association Guidelines, but also to patients with hypothyroidism in the setting of thyroid cancer. Several recent studies have illuminated our understanding of the benefits and risks of thyrotropin suppression therapy in patients with differentiated thyroid cancer. Multiple studies of combination therapy with levothyroxine and liothyronine for treating hypothyroidism have not led to a clear conclusion about its benefits over levothyroxine monotherapy. Animal studies have advanced our understanding of the altered serum and tissue milieu that characterizes levothyroxine monotherapy. Crossing the bridge from this translational research into clinical research using sustained release triiodothyronine preparations may ultimately enhance the health of our patients. SUMMARY Continued refinement of our understanding of thyroid status and our ability to flawlessly implement thyroid hormone replacement is an active area of research.
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Fierabracci P, Martinelli S, Tamberi A, Piaggi P, Basolo A, Pelosini C, Ricco I, Magno S, Querci G, Ceccarini G, Scartabelli G, Salvetti G, Vitti P, Santini F. Weight Loss and Variation of Levothyroxine Requirements in Hypothyroid Obese Patients After Bariatric Surgery. Thyroid 2016; 26:499-503. [PMID: 26895690 DOI: 10.1089/thy.2015.0473] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Obesity and hypothyroidism are both common disorders within the general population. Obese hypothyroid subjects require higher doses of levothyroxine (LT4) compared with normal weight individuals. Previous studies on the effects of bariatric surgery on LT4 dose requirements in hypothyroid subjects have provided conflicting results. The aim of this study was to evaluate the LT4 requirements in a group of obese subjects with acquired hypothyroidism, before and after weight loss achieved by bariatric surgery. METHODS Ninety-three obese hypothyroid subjects (mean age = 48 ± 9 years; mean body mass index = 45.9 ± 5.6 kg/m(2)), were evaluated before and 28 ± 8 months after bariatric surgery. Changes in the LT4 dose, anthropometric measures, and hormone values were evaluated. In 20 patients, data of body composition, assessed by dual energy X-ray absorptiometry, were also analyzed. RESULTS On average, after weight loss, a significant reduction of the total dose of LT4 was documented (from 130.6 ± 48.5 to 116.2 ± 38.6 μg/day; p < 0.001). The LT4 dose had to be reduced in 47 patients, was unchanged in 34, and had to be increased in 12 patients affected by autoimmune thyroiditis. Reduction of the LT4 dose was proportional to reduction of the lean body mass. CONCLUSIONS The weight loss achieved with modern surgical bariatric procedures is associated with a reduction of LT4 requirements in most hypothyroid subjects, which appears to be related to a decrease of the lean body mass. Occasionally, a concurrent decline of residual thyroid function, as it occurs in autoimmune thyroiditis, can counteract this phenomenon and eventually produce an increase of LT4 needs. It is believed that during the weight loss phase that follows bariatric surgery, there is no need for preventive adjustments of the LT4 dose, but serum thyroid hormones and thyrotropin should be periodically monitored in order to detect possible variations of LT4 requirements and to allow proper corrections of the therapy.
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Affiliation(s)
- Paola Fierabracci
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Silvia Martinelli
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Anna Tamberi
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Paolo Piaggi
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Alessio Basolo
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Caterina Pelosini
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Ilaria Ricco
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Silvia Magno
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Giorgia Querci
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Giovanni Ceccarini
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | | | - Guido Salvetti
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Paolo Vitti
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
| | - Ferruccio Santini
- Obesity Center, Endocrinology Unit 1, University Hospital of Pisa , Pisa, Italy
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27
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Incidental Papillary Thyroid Microcarcinoma in an Endemic Goiter Area. J Thyroid Res 2016; 2016:1784397. [PMID: 26949559 PMCID: PMC4754481 DOI: 10.1155/2016/1784397] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2015] [Accepted: 01/11/2016] [Indexed: 12/24/2022] Open
Abstract
Clinical and pathological characteristics of incidental papillary thyroid microcancer cases, surgical, medical, and nuclear treatment methods, and patients' outcome were studied during follow-up period of 102 months. We studied 37 patients with incidental papillary thyroid microcancer (I-PTM). The surgical procedure was total thyroidectomy in 29 and hemithyroidectomy in 8 patients. Size, multifocality, and bilateralism of PTM foci, thyroid capsule invasion, and presence of lymphovascular invasion were histopathological parameters. We analysed adjuvant medical and nuclear treatment and patients' outcome during follow-up period of 102 (61-144) months. The prevalence rates of I-PTM were 9.4% in 395 thyroidectomy cases. Histopathological examination reported unifocal disease in 30 and multifocal disease in 7 (18%) patients. Multifocal disease was bilateral in 6 (20.1%) patients. The mean size of the PTM foci was 4.88 mm. The rate of thyroid capsule invasion was 5.4%. All patients received a suppressive dose of LT4 to achieve a low serum TSH level. Adjuvant surgical and nuclear treatment was not performed in our cases. We did not find any negative changes in blood chemistry and ultrasound imaging, and any unfavourable events as locoregional and systemic recurrence. In conclusion, diagnosis of I-PTM is common that multifocality and bilateralism appear as pathologic features. The prognosis is excellent after surgical treatment and TSH suppression. Routine adjuvant nuclear treatment is unnecessary in majority of patients.
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28
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Midgley JEM, Larisch R, Dietrich JW, Hoermann R. Variation in the biochemical response to l-thyroxine therapy and relationship with peripheral thyroid hormone conversion efficiency. Endocr Connect 2015; 4:196-205. [PMID: 26335522 PMCID: PMC4557078 DOI: 10.1530/ec-150056] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Several influences modulate biochemical responses to a weight-adjusted levothyroxine (l-T4) replacement dose. We conducted a secondary analysis of the relationship of l-T4 dose to TSH and free T3 (FT3), using a prospective observational study examining the interacting equilibria between thyroid parameters. We studied 353 patients on steady-state l-T4 replacement for autoimmune thyroiditis or after surgery for malignant or benign thyroid disease. Peripheral deiodinase activity was calculated as a measure of T4-T3 conversion efficiency. In euthyroid subjects, the median l-T4 dose was 1.3 μg/kg per day (interquartile range (IQR) 0.94,1.60). The dose was independently associated with gender, age, aetiology and deiodinase activity (all P<0.001). Comparable FT3 levels required higher l-T4 doses in the carcinoma group (n=143), even after adjusting for different TSH levels. Euthyroid athyreotic thyroid carcinoma patients (n=50) received 1.57 μg/kg per day l-T4 (IQR 1.40, 1.69), compared to 1.19 μg/kg per day (0.85,1.47) in autoimmune thyroiditis (P<0.01, n=76) and 1.08 μg/kg per day (0.82, 1.44) in patients operated on for benign disease (P< 0.01, n=80). Stratifying patients by deiodinase activity categories of <23, 23-29 and >29 nmol/s revealed an increasing FT3-FT4 dissociation; the poorest converters showed the lowest FT3 levels in spite of the highest dose and circulating FT4 (P<0.001). An l-T4-related FT3-TSH disjoint was also apparent; some patients with fully suppressed TSH failed to raise FT3 above the median level. These findings imply that thyroid hormone conversion efficiency is an important modulator of the biochemical response to l-T4; FT3 measurement may be an additional treatment target; and l-T4 dose escalation may have limited success to raise FT3 appropriately in some cases.
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Affiliation(s)
- John E M Midgley
- North Lakes Clinical20 Wheatley Avenue, Ilkley LS29 8PT, UKDepartment of Nuclear MedicineKlinikum Luedenscheid, Paulmannshoeher Strasse 14, D-58515 Luedenscheid, GermanyMedical Department IEndocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, D-44789 Bochum, GermanyRuhr Center for Rare Diseases (CeSER)Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstraße 5, D-44791 Bochum, Germany
| | - Rolf Larisch
- North Lakes Clinical20 Wheatley Avenue, Ilkley LS29 8PT, UKDepartment of Nuclear MedicineKlinikum Luedenscheid, Paulmannshoeher Strasse 14, D-58515 Luedenscheid, GermanyMedical Department IEndocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, D-44789 Bochum, GermanyRuhr Center for Rare Diseases (CeSER)Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstraße 5, D-44791 Bochum, Germany
| | - Johannes W Dietrich
- North Lakes Clinical20 Wheatley Avenue, Ilkley LS29 8PT, UKDepartment of Nuclear MedicineKlinikum Luedenscheid, Paulmannshoeher Strasse 14, D-58515 Luedenscheid, GermanyMedical Department IEndocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, D-44789 Bochum, GermanyRuhr Center for Rare Diseases (CeSER)Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstraße 5, D-44791 Bochum, Germany North Lakes Clinical20 Wheatley Avenue, Ilkley LS29 8PT, UKDepartment of Nuclear MedicineKlinikum Luedenscheid, Paulmannshoeher Strasse 14, D-58515 Luedenscheid, GermanyMedical Department IEndocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, D-44789 Bochum, GermanyRuhr Center for Rare Diseases (CeSER)Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstraße 5, D-44791 Bochum, Germany
| | - Rudolf Hoermann
- North Lakes Clinical20 Wheatley Avenue, Ilkley LS29 8PT, UKDepartment of Nuclear MedicineKlinikum Luedenscheid, Paulmannshoeher Strasse 14, D-58515 Luedenscheid, GermanyMedical Department IEndocrinology and Diabetology, Bergmannsheil University Hospitals, Ruhr University of Bochum, Buerkle-de-la-Camp-Platz 1, D-44789 Bochum, GermanyRuhr Center for Rare Diseases (CeSER)Ruhr University of Bochum and Witten/Herdecke University, Alexandrinenstraße 5, D-44791 Bochum, Germany
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29
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Elfenbein DM, Schaefer S, Shumway C, Chen H, Sippel RS, Schneider DF. Prospective Intervention of a Novel Levothyroxine Dosing Protocol Based on Body Mass Index after Thyroidectomy. J Am Coll Surg 2015; 222:83-8. [PMID: 26584573 DOI: 10.1016/j.jamcollsurg.2015.10.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 09/29/2015] [Accepted: 10/12/2015] [Indexed: 11/24/2022]
Abstract
BACKGROUND Weight-based postoperative levothyroxine (LT4) dosing often fails to appropriately dose overweight and underweight patients. Previously, we created an LT4-dosing algorithm based on BMI. We hypothesize that more patients will achieve euthyroidism at their postoperative visit with the use of the protocol. STUDY DESIGN A prospective evaluation was performed of our previously published BMI-based LT4 dosing. All adults who underwent thyroidectomy for benign disease between January 1, 2011 and December 31, 2013 were included; the new protocol was implemented in October 2012. Serum TSH was measured for all patients 6 to 8 weeks postoperatively, and adjustments were based on TSH. RESULTS Three hundred and thirty patients were included, with 54% undergoing thyroidectomy after institution of the protocol. The groups were well matched. Before protocol implementation, LT4 was dosed solely by weight and 25% of patients were euthyroid at initial follow-up. After the protocol, 39% of patients were euthyroid (p = 0.01). The percentage of patients who were given too high a dose of LT4 remained the same (46% vs 42%), and there was a significant reduction in the number of patients who were given too little (29% vs 19%; p = 0.05). The effect was most profound in patients with low and normal BMI, and there were slight differences between sexes. CONCLUSIONS Although correct initial dosing of LT4 remains challenging, this dosing protocol that we developed and implemented has improved patient care by increasing the number of patients who achieve euthyroidism at the first postoperative visit. We have made a change to our original protocol to incorporate sex differences into the calculation.
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Affiliation(s)
- Dawn M Elfenbein
- University of California, Irvine School of Medicine, Irvine, CA.
| | - Sarah Schaefer
- Division of General Surgery, Department of Surgery, Section of Endocrine Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Cynthia Shumway
- Division of General Surgery, Department of Surgery, Section of Endocrine Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | | | - Rebecca S Sippel
- Division of General Surgery, Department of Surgery, Section of Endocrine Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - David F Schneider
- Division of General Surgery, Department of Surgery, Section of Endocrine Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
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Del Duca SC, Santaguida MG, Brusca N, Gatto I, Cellini M, Gargano L, Verga Falzacappa C, Frattaroli FM, Virili C, Centanni M. Individually-tailored thyroxine requirement in the same patients before and after thyroidectomy: a longitudinal study. Eur J Endocrinol 2015; 173:351-7. [PMID: 26092761 DOI: 10.1530/eje-15-0314] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 06/15/2015] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Thyroxine (T4) requirement after total thyroidectomy for differentiated thyroid carcinoma (DTC) is a debated issue. As most of the studies in the area have been retrospective and/or performed with heterogeneous therapeutic approaches, we designed our study to determine T4 requirement in the same patients and treatment settings, before and after total thyroidectomy. DESIGN, PATIENTS AND METHODS This was a longitudinal study including 23 goitrous patients treated with T4 in an individually tailored fashion. All patients exhibited a stable TSH (median TSH = 0.28 mU/l) at a stable T4 dose for at least 1 year before surgery (median T4 dose = 1.50 μg/kg per day). The patients underwent total thyroidectomy based on cancer suspicion or compressive symptoms. Eventually diagnosed as having DTC (pT1b-pT2N0) and following surgical and radiometabolic treatment, they were treated with the same pre-surgical doses of T4. RESULTS Three months after surgery,using the same pre-surgical dose, median TSH increased up to 5.38 mU/l (P<0.0001) and so the T4 dose had to be increased (median T4 dose = 1.95 μg/kg per day; +30%; P < 0.0001). Once divided by patients' age, we observed that, after thyroidectomy and maintaining the same pre-surgical dose, serum TSH significantly increased both in younger and in older patients (median TSH = 4.57 and 6.11 mU/l respectively). Serum TSH was restored to the pre-surgical level by increasing the dose up to 1.95 and 1.77 μg/kg per day (+25 and +21%) respectively. CONCLUSIONS Following the same treatment regimen, a thyroidectomized patient requires one-third higher therapeutic T4 dose than before surgery. Despite this increase, the dose of T4 needed in our patients remains significantly lower than that previously described in athyreotic patients.
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Affiliation(s)
- S C Del Duca
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - M G Santaguida
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - N Brusca
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - I Gatto
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - M Cellini
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - L Gargano
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - C Verga Falzacappa
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - F M Frattaroli
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - C Virili
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
| | - M Centanni
- Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy Department of Medico-Surgical Sciences and Biotechnologies'Sapienza' University of Rome, Corso della Repubblica 79, 04100 Latina, ItalyDepartment of Surgical Specialties and Organ Transplantation 'P. Stefanini'Policlinico Umberto I, 'Sapienza' University of Rome, Rome, ItalyEndocrinology UnitAUSL Latina, Latina, Italy
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