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1.
J Surg Res ; 244: 102-106, 2019 12.
Article in English | MEDLINE | ID: mdl-31279993

ABSTRACT

BACKGROUND: After thyroidectomy, patients require Levothyroxine (LT4). It may take years of dose adjustments to achieve euthyroidism. During this time, patients encounter undesirable symptoms associated with hypo- or hyper-thyroidism. Currently, providers adjust LT4 dose by clinical estimation, and no algorithm exists. The objective of this study was to build a decision tree that could estimate LT4 dose adjustments and reduce the time to euthyroidism. METHODS: We performed a retrospective cohort analysis on 320 patients who underwent total or completion thyroidectomy at our institution. All patients required one or more LT4 dose adjustments from their initial postoperative dose before attaining euthyroidism. Using the Classification and Regression Tree algorithm, we built various decision trees from patient characteristics, estimating the dose adjustment to reach euthyroidism. RESULTS: The most accurate decision tree used thyroid-stimulating hormone values at first dose adjustment (mean absolute error = 13.0 µg). In comparison, the expert provider and naïve system had a mean absolute error of 11.7 µg and 17.2 µg, respectively. In the evaluation dataset, the decision tree correctly predicted the dose adjustment within the smallest LT4 dose increment (12.5 µg) 79 of 106 times (75%, confidence interval = 65%-82%). In comparison, expert provider estimation correctly predicted the dose adjustment 76 of 106 times (72%, confidence interval = 62%-80%). CONCLUSIONS: A decision tree predicts the correct LT4 dose adjustment with an accuracy exceeding that of a completely naïve system and comparable to that of an expert provider. It can assist providers inexperienced with LT4 dose adjustment.


Subject(s)
Decision Trees , Drug Dosage Calculations , Hormone Replacement Therapy/methods , Thyroidectomy/adverse effects , Thyroxine/administration & dosage , Adult , Aged , Female , Humans , Hyperthyroxinemia/blood , Hyperthyroxinemia/etiology , Hyperthyroxinemia/prevention & control , Hypothyroidism/blood , Hypothyroidism/drug therapy , Hypothyroidism/etiology , Machine Learning , Male , Middle Aged , Postoperative Care/methods , Retrospective Studies , Thyrotropin/blood , Thyroxine/adverse effects
2.
Ann Surg Oncol ; 24(7): 1951-1957, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28160140

ABSTRACT

BACKGROUND: Thyroidectomy and parathyroidectomy are the most commonly performed endocrine operations, and are increasingly being completed on a same-day basis; however, few data exist regarding the outpatient postoperative pain requirement of these patients. We aimed to describe the outpatient narcotic medication needs for patients undergoing thyroid and parathyroid surgery, and to identify predictors of higher requirement. METHOD: We examined patients undergoing thyroid and parathyroid surgery at two large academic institutions from 1 January-30 May 2014. Prospective data were collected on pain scores and the oral morphine equivalents (OMEQs) taken by these patients by their postoperative visit. RESULTS: Overall, 313 adult patients underwent thyroidectomy or parathyroidectomy during the study period; 83% of patients took ten or fewer OMEQs, and 93% took 20 or fewer OMEQs. Patients who took more than ten OMEQs were younger (p < 0.001) and reported significantly higher overall mean pain scores at their postoperative visit (p < 0.001) than patients who took fewer than ten OMEQs. A multivariate model was constructed on pre- and intraoperative factors that may predict use of more than ten OMEQs postoperatively. Age <45 years (p = 0.002), previous narcotic use (p = 0.037), and whether parathyroid or thyroid surgery was performed (p = 0.003) independently predicted the use of more than ten OMEQs after surgery. A subgroup analysis was then performed on thyroidectomy-only patients. CONCLUSION: Overall, 93% of patients undergoing thyroidectomy and parathyroidectomy require 20 or fewer OMEQs by their postoperative visit. We therefore recommend these patients be discharged with 20 OMEQs, both to minimize waste and increase patient safety.


Subject(s)
Morphine/therapeutic use , Pain Management/standards , Pain/drug therapy , Parathyroid Neoplasms/surgery , Parathyroidectomy/adverse effects , Thyroid Neoplasms/surgery , Thyroidectomy/adverse effects , Adult , Aged , Aged, 80 and over , Analgesics, Opioid/therapeutic use , Female , Follow-Up Studies , Humans , Male , Middle Aged , Outpatients , Pain/etiology , Parathyroid Neoplasms/pathology , Patient Safety , Postoperative Complications , Prognosis , Retrospective Studies , Thyroid Neoplasms/pathology , Young Adult
3.
Am J Surg ; 211(3): 599-604, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26762830

ABSTRACT

BACKGROUND: Little is known about care coordination and communication with outpatient endocrine surgery patients. This study evaluated phone calls between office nurses and surgical patients to identify common issues addressed and their effect on patient care. METHODS: Qualitative analysis of preoperative and postoperative phone conversations between office nurses and endocrine surgery patients. RESULTS: We identified 183 thyroidectomy patients with 38% contacting our office before surgery and 54% within 30 days after surgery. Common reasons for preoperative calls included questions about preoperative evaluation (21%), medications (18%), and insurance and/or work paperwork (12%). Postoperatively, common topics included medications (23%), laboratory results (23%), and concerns about wounds (12%). Nursing staff prevented unnecessary readmission in 7 patients (4%) whereas appropriately referring 16 (9%) for early evaluation. CONCLUSIONS: Patients frequently contact their surgeons before and after endocrine surgery cases. Our findings suggest several areas for improving communication with patients.


Subject(s)
Communication , Continuity of Patient Care , Nurse-Patient Relations , Patient Readmission/statistics & numerical data , Quality Improvement , Telephone , Thyroidectomy/nursing , Humans , Nursing Assessment , Postoperative Care , Preoperative Care , Retrospective Studies , Wisconsin
4.
Ann Surg Oncol ; 22(3): 952-8, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25212835

ABSTRACT

BACKGROUND: Hypocalcemia occurs after total thyroidectomy (TT) for Graves disease via parathyroid injury and/or from increased bone turnover. Current management is to supplement calcium after surgery. This study evaluates the impact of preoperative calcium supplementation on hypocalcemia after Graves TT. METHODS: A prospective study of patients with Graves disease undergoing TT was performed. Patients with Graves disease managed over a 9-month period took 1 g of calcium carbonate (CC) three times a day for 2 weeks before TT. Those managed the previous year without supplementation served as historic controls. Age-, gender-, and thyroid weight-matched, non-Graves TT patients were procedure controls. Patient demographics, postoperative laboratory values, complaints, and medications were reviewed. Parathyroid hormone (PTH)-based postoperative protocols dictated postoperative CC and calcitriol use. RESULTS: Forty-five patients with Graves disease were treated with CC before TT, and 38 patients with Graves disease were not. Forty control subjects without Graves disease were identified. Age, gender, and thyroid weight were comparable. Preoperative calcium and PTH levels were equivalent. PTH values immediately after surgery, at postoperative day 1, and at 2-week follow-up were equivalent. Postoperative use of scheduled CC (p = 0.10) and calcitriol (p = 0.60) was similar. Postoperatively, patients with untreated Graves disease had lower serum calcium levels than pretreated patients with Graves disease or control subjects without Graves disease (8.3 mg/dL vs. 8.6 vs. 8.6, p = 0.05). Complaints of numbness and tingling were more common in nontreated Graves disease (26%) than in pretreated Graves disease (9%) or in control subjects without Graves disease (10%, p < 0.05). CONCLUSIONS: Calcium supplementation before TT for Graves disease significantly reduced biochemical and symptomatic postoperative hypocalcemia. Preoperative calcium supplementation is a simple treatment that can reduce symptoms of hypocalcemia after Graves TT.


Subject(s)
Calcium/administration & dosage , Dietary Supplements , Graves Disease/surgery , Hypocalcemia/prevention & control , Parathyroid Hormone/blood , Postoperative Complications/prevention & control , Thyroidectomy/adverse effects , Adult , Calcium/blood , Female , Follow-Up Studies , Graves Disease/complications , Humans , Hypocalcemia/etiology , Male , Middle Aged , Postoperative Period , Prognosis , Prospective Studies
5.
J Surg Res ; 190(1): 119-25, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24685332

ABSTRACT

BACKGROUND: Curative parathyroidectomy for primary hyperparathyroidism (PHPT) resolves various nonspecific symptoms related to the disease. Between 8% and 40% of patients with normocalcemia after parathyroidectomy have persistently elevated parathyroid hormone (ePTH) levels at follow-up. We investigated whether ePTH in the early postoperative period was associated with the timing of symptom improvement. MATERIALS AND METHODS: This prospective study included adult patients with PHPT who underwent curative parathyroidectomy from November 2011 to September 2012. Biochemical testing at 2 wk postoperatively identified ePTH (defined as PTH>72 pg/mL) versus normal PTH (nPTH). A questionnaire administered pre- and post-operatively at 6 wk and 6 mo asked patients to rate the frequency of 18 symptoms of PHPT on a five-point Likert scale. Student t-tests were used to compare pre- with postoperative changes in scores for individual symptoms. RESULTS: Of 194 patients who underwent parathyroidectomy, 129 (66%) participated in the study. Preoperatively, all patients were symptomatic, with a mean of 13±4 symptoms. Two weeks postoperatively, 20 patients (16%) had ePTH. The percentage of patients with postoperative improvement for individual symptoms was compared between groups. At the early time point (6 wk), the ePTH group showed less improvement in 14 of 18 symptoms. This difference reached statistical significance for four symptoms: anxiety, constipation, thirst, and polyuria. By the 6-mo time point, these differences had resolved, and symptom improvement was similar between groups. CONCLUSIONS: ePTH after curative parathyroidectomy may result in a delay in symptom improvement 6 wk postoperatively; however, this difference resolves in 6 mo.


Subject(s)
Parathyroid Hormone/blood , Parathyroidectomy , Aged , Female , Humans , Male , Middle Aged , Prospective Studies , Time Factors , Vitamin D/blood
6.
World J Surg ; 38(3): 542-8, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24142330

ABSTRACT

BACKGROUND: The aim of the present study was to investigate the incidence of sleep disturbance and insomnia in patients with primary hyperparathyroidism (PHPT), and to evaluate the effect of parathyroidectomy. METHODS: A questionnaire was prospectively administered to adult patients with PHPT who underwent curative parathyroidectomy over an 11-month period. The questionnaire, administered preoperatively and 6 months postoperatively, included the Insomnia Severity Index (ISI) and eight additional questions regarding sleep pattern. Total ISI scores range from 0 to 28, with >7 signifying sleep difficulties and scores >14 indicating clinical insomnia. RESULTS: Of 197 eligible patients undergoing parathyroidectomy for PHPT, 115 (58.3 %) completed the preoperative and postoperative questionnaires. The mean age was 60.0 ± 1.2 years and 80.0 % were women. Preoperatively, 72 patients (62.6 %) had sleep difficulties, and 29 patients (25.2 %) met the criteria for clinical insomnia. Clinicopathologic variables were not predictive of clinical insomnia. There was a significant reduction in mean ISI score after parathyroidectomy (10.3 ± 0.6 vs 6.2 ± 0.5, p < 0.0001). Postoperatively, 79 patients (68.7 %) had an improved ISI score. Of the 29 patients with preoperative clinical insomnia, 21 (72.4 %) had resolution after parathyroidectomy. Preoperative insomnia patients had an increase in total hours slept after parathyroidectomy (5.4 ± 0.3 vs 6.1 ± 0.3 h, p = 0.02), whereas both insomnia patients and non-insomnia patients had a decrease in the number of awakenings (3.7 ± 0.4 vs 1.9 ± 0.2 times, p = 0.0001). CONCLUSIONS: Sleep disturbances and insomnia are common in patients with PHPT, and the majority of patients will improve after curative parathyroidectomy.


Subject(s)
Hyperparathyroidism, Primary/surgery , Parathyroidectomy , Sleep Initiation and Maintenance Disorders/etiology , Adult , Female , Humans , Hyperparathyroidism, Primary/complications , Incidence , Male , Middle Aged , Prospective Studies , Severity of Illness Index , Sleep Initiation and Maintenance Disorders/epidemiology , Surveys and Questionnaires , Treatment Outcome
7.
Surgery ; 154(6): 1463-9, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24238059

ABSTRACT

BACKGROUND: The timing of symptom improvement after parathyroidectomy for primary hyperparathyroidism (PHPT) has not been well characterized. METHODS: This prospective study involved administering a questionnaire to patients with PHPT who underwent curative parathyroidectomy over an 11-month period. The questionnaire evaluated the frequency of 18 symptoms of PHPT on a 5-point Likert scale and was administered preoperatively and 1 week, 6 weeks, and 6 months postoperatively. RESULTS: Of 197 eligible patients, 132 (67%) participated in the study. The questionnaires were completed at a rate of 91%, 92%, and 86% at 1 week, 6 weeks, and 6 months postoperatively, respectively. The most commonly reported preoperative symptoms were fatigue (98%), muscle aches (89%), and bone/joint pain (87%). Improvement in symptom severity occurred across all symptoms and was separated into three categories based on the timing of improvement. Fatigue and bone/joint pain demonstrated "Immediate Improvement" (>50% of patients reporting improvement by post-operative week 1), whereas the majority of symptoms showed peak improvement at 6 weeks ("Delayed Improvement"). Symptoms categorized as "Continuous Improvement" were those showing progressive improvement up to 6 months postoperatively (polydipsia, headaches, and nausea/vomiting). CONCLUSION: Symptom improvement was most prominent 6 weeks postparathyroidectomy, although some symptoms showed continued improvement at 6 months.


Subject(s)
Hyperparathyroidism, Primary/surgery , Parathyroidectomy , Adenoma/physiopathology , Adenoma/surgery , Cohort Studies , Fatigue/physiopathology , Female , Humans , Hyperparathyroidism, Primary/physiopathology , Male , Middle Aged , Pain/physiopathology , Pituitary Neoplasms/physiopathology , Pituitary Neoplasms/surgery , Prospective Studies , Surveys and Questionnaires , Time Factors , Treatment Outcome
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