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Terlea A, Toloza FJK, Owen RR, Williams JS, Knox M, Dishongh K, Thostenson JD, Singh Ospina NM, Brito JP, Maraka S. Frequency and Determinants of Levothyroxine Therapy Initiation for Veterans with Subclinical Hypothyroidism. J Clin Med 2024; 13:5727. [PMID: 39407798 PMCID: PMC11476508 DOI: 10.3390/jcm13195727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 09/16/2024] [Accepted: 09/19/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: There is evidence of overtreatment in patients with subclinical hypothyroidism (SCH). We aimed to identify the proportion of patients treated for SCH and the determinants of thyroid hormone therapy initiation. Methods: We included a random sample of adult Veterans diagnosed with SCH from 1 January 2016 to 31 December 2018 and conducted univariate and multivariable logistic regression to identify factors associated with levothyroxine initiation. Results: Out of 229 Veterans with SCH [90.0% male, 87.2% White, 99.1% non-Hispanic, median age (interquartile range; IQR) 68 (17) years], 27.5% were treated with levothyroxine. The treated group had a higher proportion of White patients (95.2% vs. 84.2%, p = 0.039), a higher thyrotropin level [median (IQR), 6.98 (2.06) mIU/L vs. 6.14 (1.10) mIU/L, p = 0.0002], a higher proportion of patients with thyrotropin level ≥ 10 mIU/L (11.1% vs. 3.0%, p = 0.021), a lower frequency of confirmatory thyroid testing before initiating levothyroxine (49.2% vs. 97.0%, p < 0.0001), and a similar frequency of thyroid autoimmunity testing (3.2% vs. 0.6%, p = 0.18) compared to the untreated group. In a multivariable logistic regression analysis, White race (OR = 4.50, 95% CI 1.19 to 17.08, p = 0.026) and index thyrotropin level [OR = 1.71, 95% CI 1.24 to 2.35, p = 0.001; for every SD increase (1.6 mIU/L)] were associated with higher odds of treatment. Conclusions: Three in 10 Veterans with SCH received levothyroxine, often based on a single abnormal thyroid test without autoimmunity assessment. White race and higher thyrotropin level were linked to increased odds of starting treatment, indicating potential disparities and the influence of SCH severity on decision-making.
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Affiliation(s)
- Andreea Terlea
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
| | - Freddy J. K. Toloza
- Division of Endocrinology and Metabolism, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
- Diabetes and Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Disorders, National Institutes of Health, Bethesda, MD 20892, USA
| | - Richard R. Owen
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
- Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - James S. Williams
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
| | - Micheal Knox
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
| | - Katherine Dishongh
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
| | - Jeff D. Thostenson
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
| | - Naykky M. Singh Ospina
- Division of Endocrinology, Department of Medicine, University of Florida, Gainesville, FL 32610, USA;
| | - Juan P. Brito
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA;
| | - Spyridoula Maraka
- Central Arkansas Veterans Healthcare System, Little Rock, AR 72205, USA; (A.T.); (R.R.O.); (J.S.W.); (M.K.); (K.D.)
- Division of Endocrinology and Metabolism, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA;
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Hazkani I, Stein E, Edwards E, Maddalozzo J, Johnston D, Samis J, Josefson J, Rastatter J. Abnormal TSH Prior to Surgery in Children with Graves' Disease Predicts Abnormal TSH Following Thyroidectomy. Laryngoscope 2023; 133:2402-2406. [PMID: 36370147 DOI: 10.1002/lary.30485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 10/20/2022] [Accepted: 10/30/2022] [Indexed: 08/11/2023]
Abstract
OBJECTIVE To identify variables that are associated with poor compliance to thyroid hormone replacement therapy in children after total thyroidectomy. METHOD A retrospective cohort study of children who underwent total thyroidectomy by high-volume pediatric otolaryngologists between 1/2014 and 9/2021. Postoperative poor compliance was characterized by at least three separate measurements of high TSH levels not associated with radioactive iodine treatment. RESULTS There were 100 patients, ages 3-20 years old who met inclusion criteria; 44 patients underwent thyroidectomy for cancer diagnosis, and 56 for Graves' disease. The mean follow-up time was 36.5 months (range 3.0-95.6 months). Overall, 42 patients (42%) were found to have at least three measurements of high TSH during follow-up, and 29 patients (29%) were diagnosed with clinical hypothyroidism. Sex, race, income, insurance type, and benign versus malignant etiology for thyroidectomy were not associated with adherence to therapy. Multivariate regression analysis identified patients with Graves' disease and hyperthyroidism at the time of surgery and Hispanic ethnicity to be associated with postoperative clinical hypothyroidism (OR 9.38, 95% CI 2.16-49.2, p = 0.004 and OR 6.15, 95% CI 1.21-36.0, p = 0.033, respectively). CONCLUSIONS Preoperative hyperthyroidism in patients with Graves' disease and Hispanic ethnicity were predictors of postoperative TSH abnormalities. Preoperative counseling for patients and their families on the implications of total thyroidectomy and the need for life-long medications postoperatively is necessary. Efforts should be made to evaluate and improve adherence to therapy pre-and postoperatively in patients with Graves' disease. LEVEL OF EVIDENCE 4 Laryngoscope, 133:2402-2406, 2023.
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Affiliation(s)
- Inbal Hazkani
- Division of Pediatric Otolaryngology-Head and Neck Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Eli Stein
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Evan Edwards
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - John Maddalozzo
- Division of Pediatric Otolaryngology-Head and Neck Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Douglas Johnston
- Division of Pediatric Otolaryngology-Head and Neck Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jill Samis
- Division of Pediatric Endocrinology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jami Josefson
- Division of Pediatric Endocrinology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jeffrey Rastatter
- Division of Pediatric Otolaryngology-Head and Neck Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Otolaryngology-Head and Neck Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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Wood CL, Morrison N, Cole M, Donaldson M, Dunger DB, Wood R, Pearce SHS, Cheetham TD. Initial response of young people with thyrotoxicosis to block and replace or dose titration thionamide. Eur Thyroid J 2022; 11:e210043. [PMID: 34981745 PMCID: PMC9142802 DOI: 10.1530/etj-21-0043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 10/25/2021] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE Patients with thyrotoxicosis are treated with anti-thyroid drug (ATD) using block and replace (BR) or a smaller, titrated dose of ATD (dose titration, DT). DESIGN A multi-centre, phase III, open-label trial of newly diagnosed paediatric thyrotoxicosis patients randomised to BR/DT. We compared the biochemical response to BR/DT in the first 6 months of therapy. METHODS Patients commenced 0.75 mg/kg carbimazole (CBZ) daily with randomisation to BR/DT. We examined baseline patient characteristics, CBZ dose, time to serum thyroid-stimulating hormone (TSH)/free thyroxine (FT4) normalisation and BMI Z-score change. RESULTS There were 80 patients (baseline) and 78 patients (61 female) at 6 months. Mean CBZ dose was 0.9 mg/kg/day (BR) and 0.5 mg/kg/day (DT). There was no difference in time to non-suppressed TSH concentration; 16 of 39 patients (BR) and 11 of 39 (DT) had suppressed TSH at 6 months. Patients with suppressed TSH had higher mean baseline FT4 levels (72.7 vs 51.7 pmol/L; 95% CI for difference 1.73, 31.7; P = 0.029). Time to normalise FT4 levels was reduced in DT (log-rank test, P = 0.049) with 50% attaining normal FT4 at 28 days (95% CI 25, 32) vs 35 days in BR (95% CI 28, 58). Mean BMI Z-score increased from 0.10 to 0.81 at 6 months (95% CI for difference 0.57, 0.86; P < 0.001) and was greatest in patients with higher baseline FT4 concentrations. CONCLUSIONS DT-treated patients normalised FT4 concentrations more quickly than BR. Overall, 94% of patients have normal FT4 levels after 6 months, but 33% still have TSH suppression. Excessive weight gain occurs with both BR and DT therapy.
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Affiliation(s)
- Claire L Wood
- Department of Paediatric Endocrinology, Great North Children’s Hospital, Royal Victoria Infirmary, Newcastle-upon-Tyne, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, UK
| | - Niamh Morrison
- Department of Paediatric Endocrinology, Great North Children’s Hospital, Royal Victoria Infirmary, Newcastle-upon-Tyne, UK
| | - Michael Cole
- Population Health Sciences Institute, Newcastle University, Baddiley-Clark Building, Newcastle upon Tyne, UK
| | - Malcolm Donaldson
- Department of Child Health, University of Glasgow School of Medicine, Glasgow, UK
| | - David B Dunger
- Department of Paediatrics, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- Wellcome Trust-MRC Institute of Metabolic Sciences, University of Cambridge, Cambridge, UK
| | - Ruth Wood
- Newcastle Clinical Trials Unit, Newcastle University, Newcastle upon Tyne, UK
| | - Simon H S Pearce
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, UK
- Department of Endocrinology, Royal Victoria Infirmary, Newcastle-upon-Tyne, UK
| | - Timothy D Cheetham
- Department of Paediatric Endocrinology, Great North Children’s Hospital, Royal Victoria Infirmary, Newcastle-upon-Tyne, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, UK
- Correspondence should be addressed to T Cheetham:
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Mohamed MFH, Danjuma M, Mohammed M, Mohamed S, Siepmann M, Barlinn K, Suwileh S, Abdalla L, Al-Mohanadi D, Silva Godínez JC, Elzouki AN, Siepmann T. Myxedema Psychosis: Systematic Review and Pooled Analysis. Neuropsychiatr Dis Treat 2021; 17:2713-2728. [PMID: 34447249 PMCID: PMC8382967 DOI: 10.2147/ndt.s318651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 08/05/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND AND OBJECTIVE The term myxedema psychosis (MP) was introduced to describe the occurrence of psychotic symptoms in patients with untreated hypothyroidism, but the optimal assessment and treatment of this condition are unclear. We aimed to synthesize data from the literature to characterize the clinical presentation and management of MP. METHODS We performed a systematic review according to the PRISMA (preferred reporting items for systematic reviews and meta-analyses) guidelines in PubMed (Medline), Embase, Google Scholar, and Cochrane databases, including observational studies, case series, and case reports published from 1/1/1980 to 31/12/2019 in the English language. Descriptive statistics along with univariate and multivariate analysis were used for data synthesis. RESULTS Out of 1583 articles screened, 71 case reports met our inclusion criteria providing data on 75 MP cases. The median age at diagnosis was 42 years [32-56]. About 53% had no prior hypothyroidism diagnosis. Delusions occurred in 91%, with a predominance of persecutory ideas (84%), while hallucinations occurred in 78%. Physical symptoms and signs of hypothyroidism were absent in 37% and 26%, respectively. If symptoms occurred, nonspecific fatigue was seen most frequently (63%). The median thyroid-stimulating hormone value was 93 mIU/L [60-139]. Thyroid peroxidase antibodies were found positive in 75% (23/33) of reported cases. Creatinine kinase was reported abnormal in seven cases. Cranial imaging (CT or MRI) and electroencephalogram were normal in 89%, 75%, and 73% of the cases reported. The majority of patients were treated orally with thyroxine in combination with short-term antipsychotics. More than 90% of them showed complete recovery. Univariate analysis revealed a trend towards a shorter duration of psychosis with IV thyroid hormone therapy (p= 0.0502), but the effect was not consistent in a multivariate analysis. CONCLUSION While we identified a substantial lack of published research on MP, our pooled analysis of case observations suggests that the condition presents a broad spectrum of psychiatric and physical symptoms lending support to the value of screening for thyroid dysfunction in patients with first-ever psychosis. PROSPERO REGISTRATION NUMBER CRD42020160310.
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Affiliation(s)
- Mouhand F H Mohamed
- Department of Medicine, Hamad Medical Corporation, Doha, Qatar
- Department of Health Care Sciences, Center for Clinical Research and Management Education, Dresden International University, Dresden, Germany
| | - Mohammed Danjuma
- Department of Medicine, Hamad Medical Corporation, Doha, Qatar
- College of Medicine, Qatar University, Doha, Qatar
| | | | - Samreen Mohamed
- Department of Psychiatry, Hamad Medical Corporation, Doha, Qatar
| | - Martin Siepmann
- Department of Psychotherapy and Psychosomatic Medicine, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Kristian Barlinn
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Salah Suwileh
- Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Lina Abdalla
- Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | | | - Juan Carlos Silva Godínez
- Department of Surgery, National Medical Center Siglo XXI, Mexican Social Security Institute, Mexico City, Mexico
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Abdel-Naser Elzouki
- Department of Medicine, Hamad Medical Corporation, Doha, Qatar
- College of Medicine, Qatar University, Doha, Qatar
| | - Timo Siepmann
- Department of Health Care Sciences, Center for Clinical Research and Management Education, Dresden International University, Dresden, Germany
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
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Abstract
Introduction Patients with hypothyroidism are managed with life-long levothyroxine (LT4) therapy. However, as with other chronic illnesses, drug adherence (DA) is a prominent issue in these patients. The aim of this study is to identify the extent of DA to LT4 in hypothyroidism patients and study the clinical factors contributing to DA in these patients. Methods This cross-sectional study assessed patient adherence to LT4 therapy by Modified Morisky Adherence Scale (MMAS). Factors predicting the pattern of medication adherence were also assessed in all patients. Data were entered and analyzed using SPSS v. 22.0. Results On MMAS, 79 (27.3%) participants indicated low adherence, 117 (40.48%) indicated medium adherence, and 93 (32.2%) participants indicated high adherence. Regular endocrinologist visits and knowledge about medication were highest in high adherent patients (p < 0.05). Need for assistance in taking medication, avoidance of medication with symptomatic relief and busy work schedule was highest in low adherent patients (p < 0.05). Conclusion Patients with hypothyroidism showed moderate adherence to their treatment.
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Affiliation(s)
- Rohan Kumar
- Medical Education and Simulation, Jinnah Sindh Medical University, Karachi, PAK
| | - Faizan Shaukat
- Internal Medicine, Jinnah Postgraduate Medical Center, Karachi, PAK
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Frank AS, Lupattelli A, Matteson DS, Nordeng H. Maternal use of thyroid hormone replacement therapy before, during, and after pregnancy: agreement between self-report and prescription records and group-based trajectory modeling of prescription patterns. Clin Epidemiol 2018; 10:1801-1816. [PMID: 30584374 PMCID: PMC6283256 DOI: 10.2147/clep.s175616] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Purpose A reliable definition of exposure and knowledge about long-term medication patterns is important for drug safety studies during pregnancy. Few studies have investigated these measures for thyroid hormone replacement therapy (THRT). The purpose of this study was to 1) calculate the agreement between self-report and dispensed prescriptions of THRT and 2) classify women with similar adherence patterns to THRT into disjoint longitudinal trajectories. Methods Our analysis used data from the Norwegian Mother and Child Cohort Study (MoBa), a prospective population-based cohort study. MoBa was linked to prescription records from the Norwegian Prescription Database (NorPD). We estimated Cohen’s kappa coefficients (k) and approximate 95% CIs for agreement between self-report and prescription records for the 6-month period prior to pregnancy and for each pregnancy trimester. Using group-based trajectory models (GBTMs), we estimated adherence trajectories among women who self-reported and had a THRT prescription. Results There were 56,148 women in MoBa, who had both a record in NorPD and available prescription history up to 1 year prior to pregnancy. Of these, 1,171 (2.1%) self-reported and received a prescription for THRT. Agreement was “perfect” in the 6-month period prior to pregnancy (k=0.86; CI 0.85–0.88), in the first (k=0.83; CI 0.82–0.85) and in the second trimesters (k=0.89; CI 0.87–0.90), while this was moderate (k=0.57; CI 0.54–0.59) in the third trimester. Among the subset of the 1,171 women, we identified four disjoint GBTM adherence groups: Constant-High (50.2%), Constant-Medium (32.9%), Increasing-Medium (11.0%), and Decreasing-Low (5.8%). Conclusion Agreement between self-report and prescription records was high for THRT in the early pregnancy period. Based on our GBTM results, about one in two women with hypothyroidism had adequate adherence to prescribed THRT throughout pregnancy. Given the potential consequences, evidence of low adherence in 5.8% of pregnant women with hypothyroidism is of concern.
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Affiliation(s)
- Anna S Frank
- Pharmacoepidemiology and Drug Safety Research Group, School of Pharmacy, University of Oslo, 0316 Oslo, Norway, .,Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY 14853, USA,
| | - Angela Lupattelli
- Pharmacoepidemiology and Drug Safety Research Group, School of Pharmacy, University of Oslo, 0316 Oslo, Norway,
| | - David S Matteson
- Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, NY 14853, USA, .,Department of Statistical Science, Cornell University, Ithaca, NY 14853, USA
| | - Hedvig Nordeng
- Pharmacoepidemiology and Drug Safety Research Group, School of Pharmacy, University of Oslo, 0316 Oslo, Norway, .,Department of Child Health and Development, National Institute of Public Health, 0403 Oslo, Norway
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Ernst FR, Sandulli W, Elmor R, Welstead J, Sterman AB, Lavan M. Retrospective Study of Patients Switched from Tablet Formulations to a Gel Cap Formulation of Levothyroxine: Results of the CONTROL Switch Study. Drugs R D 2017; 17:103-115. [PMID: 27943146 PMCID: PMC5318319 DOI: 10.1007/s40268-016-0150-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Medication changes involving levothyroxine-either dose titrations or switching formulations-occur frequently in patients with erratic thyroid-stimulating hormone (TSH) levels and persistent hypothyroid symptoms. We investigated whether switching patients from levothyroxine tablets to a gel cap formulation of levothyroxine might reduce dose adjustments and improve tolerability and efficacy outcomes. OBJECTIVES Primary study objectives included quantifying the percentage of patients achieving TSH levels within a pre-specified range, median dose changes experienced, and the percentage of patients with improved hypothyroid symptom control after switching from levothyroxine tablets to levothyroxine gel caps. METHODS A retrospective medical chart review was conducted among 99 randomly selected hypothyroid patients who were switched from a tablet to a gel cap formulation of levothyroxine. Patients were required to have been on levothyroxine monotherapy for ≥1 year prior to the medication switch. Data was collected for 6 months pre-switch and up to 6 months post-switch. RESULTS Of the 99 patients studied, the majority (51.5%) experienced no documented change in TSH status after the switch (P < 0.0001). However, there was a decrease in the mean number of dose changes experienced (1.61 ± 0.96 vs. 0.73 ± 0.96; P < 0.0001). Improved hypothyroid symptom control was reported among 61.6% of patients (61 of 99; P < 0.0001). CONCLUSION The results of CONTROL Switch support a strategy of switching patients who may experience tolerability or efficacy problems with standard levothyroxine tablets to the levothyroxine gel cap formulation.
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Affiliation(s)
- Frank R Ernst
- Health Economics and Outcomes Research, Indegene, Inc., 222 Chastain Meadows Court, Suite 300, Kennesaw, GA, 30144, USA.
| | | | - Riad Elmor
- Health Economics and Outcomes Research, Indegene, Inc., 222 Chastain Meadows Court, Suite 300, Kennesaw, GA, 30144, USA
| | - Jennifer Welstead
- Health Economics and Outcomes Research, Indegene, Inc., 222 Chastain Meadows Court, Suite 300, Kennesaw, GA, 30144, USA
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