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1.
BMC Endocr Disord ; 24(1): 88, 2024 Jun 12.
Article En | MEDLINE | ID: mdl-38867205

BACKGROUND: Patients with primary hyperparathyroidism (PHPT) are at risk for severe hypocalcemia (SH) following parathyroidectomy (PTX), but limited data exist on the predictors of SH. We aimed to identify risk factors for early postoperative SH after PTX in patients with PHPT and to evaluate the predictive value of clinical parameters. METHODS: A retrospective review of patients with PHPT who underwent PTX between January 2010 and December 2022 was performed. A total of 46 patients were included in the study, with 15 (32.6%) experiencing postoperative SH, 19 (41.3%) having calculi in the ureter or kidney, and 37 (80.4%) having osteoporosis. Patients were divided into SH and non-SH groups based on postoperative serum calcium levels. Preoperative biochemical indicators, bone turnover markers, and renal function parameters were analyzed and correlated with postoperative SH. RESULTS: Statistically significant (P < 0.05) differences were found in preoperative serum calcium (serum Ca), intact parathyroid hormone, serum phosphorus (serum P), serum Ca/P, percentage decrease of serum Ca, total procollagen type 1 intact N-terminal propeptide, osteocalcin (OC), and alkaline phosphatase levels between the two groups. Multivariate analysis showed that serum P (odds ratio [OR] = 0.989; 95% confidence interval [95% CI] = 0.981-0.996; P = 0.003), serum Ca (OR = 0.007; 95% CI = 0.001-0.415; P = 0.017), serum Ca/P (OR = 0.135; 95% CI = 0.019-0.947; P = 0.044) and OC levels (OR = 1.012; 95% CI = 1.001-1.024; P = 0.036) were predictors of early postoperative SH. The receiver operating characteristic curve analysis revealed that serum P (area under the curve [AUC] = 0.859, P < 0.001), serum Ca/P (AUC = 0.735, P = 0.010) and OC (AUC = 0.729, P = 0.013) had high sensitivity and specificity. CONCLUSION: Preoperative serum P, serum Ca/P and osteocalcin levels may identify patients with PHPT at risk for early postoperative SH after PTX.


Hyperparathyroidism, Primary , Hypocalcemia , Parathyroidectomy , Postoperative Complications , Humans , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Female , Male , Parathyroidectomy/adverse effects , Middle Aged , Risk Factors , Retrospective Studies , Case-Control Studies , Hypocalcemia/etiology , Hypocalcemia/blood , Hypocalcemia/epidemiology , Hypocalcemia/diagnosis , Postoperative Complications/blood , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Postoperative Complications/diagnosis , Aged , Calcium/blood , Prognosis , Biomarkers/blood , Adult , Follow-Up Studies , Parathyroid Hormone/blood
2.
Langenbecks Arch Surg ; 409(1): 196, 2024 Jun 22.
Article En | MEDLINE | ID: mdl-38907761

BACKGROUND: Over recent years, various advanced minimally invasive techniques have been developed for parathyroidectomy, and there was a universal acceptance of these less invasive procedures by surgeons. This study is designed to compare overall outcomes between endoscopic versus focused, single gland parathyroidectomy using intraoperative rapid parathyroid hormone (ioPTH) changes under general anesthesia in primary hyperparathyroidism (PHPT) patients. METHOD: In this randomized clinical trial, 96 patients diagnosed with PHPT were randomly assigned into two groups endoscopic and focused parathyroidectomy. Baseline clinical and demographical data were collected along with perioperative features. The success rate was evaluated based on ioPTH changes. RESULTS: The ioPTH levels after five minutes in the endoscopic group were significantly lower than the focused group (P = 0.005). The success rate for endoscopic and the focused method was 95.3% and 77.1% during the first five minutes (P = 0.013) and 100% in both groups after ten minutes. A decrease in parathyroid hormone levels was significant in each group but not between each other. Postoperative calcium levels were significantly lower in the focused method (P = 0.042). The focused group also had a significantly shorter operation time than the endoscopic group (P < 0.001). Patient satisfaction with cosmetic outcome was significantly higher in the endoscopic group compared to the focused group. CONCLUSION: The endoscopic technique was superior to the unilateral focused neck exploration parathyroidectomy in the management of single-gland PHPT. Influencing aspects included higher postoperative calcium levels, more rapid success achievement, and satisfactory cosmetic outcomes in the endoscopic group. However, patient selection and accurate adenoma localization are vital in this method.


Endoscopy , Hyperparathyroidism, Primary , Parathyroid Hormone , Parathyroidectomy , Humans , Parathyroidectomy/methods , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Male , Female , Middle Aged , Endoscopy/methods , Treatment Outcome , Adult , Parathyroid Hormone/blood , Aged , Operative Time
3.
Pol Przegl Chir ; 96(3): 40-50, 2024 Mar 20.
Article En | MEDLINE | ID: mdl-38940244

<b><br>Introduction:</b> Primary hyperparathyroidism (PHPT) is mainly caused by parathyroid adenoma (PA). Rare variants of PA, weighing >2.0-3.5 g are called "large" or "giant" adenomas and account for about 1.5% of all PA.</br> <b><br>Aim:</b> The aim of this study was to compare normal-sized and large parathyroid lesions identifying risk factors for severe hypercalcemia.</br> <b><br>Materials and methods:</b> 27 patients with PHPT and parathyroid lesion ≥2.0 cm3 (study group) were compared with 73 patients with PHPT and lesion < 2.0 cm<sup>3</sup> (control group). In both groups, the majority were women (81.5% - study group, 90.5% - control group, gender ratios 4.4:9.1, respectively). The patients were examined preoperatively and postoperatively: PTH, creatine, calcium, and phosphate serum and urine concentrations, and calcidiol serum levels were assessed. Preoperative ultrasonography (US) was performed.</br> <b><br>Results:</b> Patients with larger parathyroid lesions had signifficantly higher PTH and calcium serum concentrations and lower serum phosphate and calcidiol concentrations. There were no statistically significant differences in the concentration of creatine in serum and urine, calciuria, or tubular reabsorption of phosphorus (TRP). US relatively underestimated the parathyroid volume by about 0.3-0.4 mL (10% in larger lesions and 43% in smaller ones).</br> <b><br>Conclusions:</b> Due to higher PTH and calcium levels, larger parathyroid adenomas may constitute a higher risk of severe hypercalcemia. In general, US underestimated the parathyroid volume.</br>.


Adenoma , Hypercalcemia , Parathyroid Neoplasms , Humans , Hypercalcemia/etiology , Hypercalcemia/blood , Hypercalcemia/diagnosis , Parathyroid Neoplasms/surgery , Parathyroid Neoplasms/complications , Parathyroid Neoplasms/blood , Female , Male , Middle Aged , Adenoma/surgery , Adenoma/complications , Adenoma/blood , Adult , Aged , Risk Factors , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Calcium/blood , Parathyroidectomy
4.
Br J Surg ; 111(5)2024 May 03.
Article En | MEDLINE | ID: mdl-38713606

BACKGROUND: Intraoperative parathyroid hormone (PTH) monitoring is a proven and reliable adjunct to parathyroid surgery, able to improve the outcomes and efficiency of the diagnostic and therapeutic pathway for patients with primary hyperparathyroidism. This study evaluated the innovative, compact, fully automated NBCL CONNECT Analyzer, which can measure whole-blood PTH in 5 min. METHODS: A prospective multicentre study was conducted in stages: results reviews, recommendations, and implementation of improvements to the mechanical design, components of cartridges, calibration, and sampling protocols. Patients undergoing parathyroidectomy had PTH levels measured on the Analyzer and main laboratory platforms, either Roche or Abbott. The Miami criterion of a 50% drop in PTH concentration was used to define biochemical cure during surgery, and normal postoperative calcium level as cure of primary hyperparathyroidism. Measurements on the Analyzer were done by laboratory staff in London and nurses in Stuttgart. The Pearson coefficient (R) and Wilcoxon test were used for statistical analysis. RESULTS: Some 234 patients (55 male, 179 female) with a median age of 58.5 (age full range 15-88) years underwent parathyroidectomy (195 minimally invasive, 38 bilateral neck exploration, 1 thoracoscopic; 12 conversions) for primary hyperparathyroidism between November 2021 and July 2022. Primary hyperparathyroidism was cured in 225 patients (96.2%). The sensitivity, specificity, and overall accuracy of the Analyzer assay in predicting biochemical cure were 83.9, 100, and 84.8% in phase 1; 91.2, 100, and 91.3% in phase 2; and 98.6, 100, and 98.6% in phase 3. There were no false-positive results (positive predictive value 100%). Correlations between Analyzer measurements and those obtained using the Roche device were very strong (R = 0.98, P < 0.001 in phase 1; R = 0.92, P < 0.001 in phase 2; R = 0.94, P < 0.001 in phase 3), and correlations for Analyzer readings versus those from the Abbott platform were strong (R = 0.82, P < 0.001; R = 0.89, P < 0.001; R = 0.91, P < 0.001). The Analyzer showed continued good mechanical performance, with stable and repeatable operations (calibrations, quality controls). Introducing a stricter sampling protocol and improvements in the clot-detecting system led to a decrease in the number of clotted samples and false-negative results. Outcomes were not affected by measurements performed either by nurses or laboratory staff. CONCLUSION: Intraoperative PTH monitoring during parathyroid surgery can be done accurately, simply, and quickly in whole blood using the Analyzer.


Hyperparathyroidism, Primary , Monitoring, Intraoperative , Parathyroid Hormone , Parathyroidectomy , Humans , Middle Aged , Female , Parathyroid Hormone/blood , Male , Prospective Studies , Adult , Aged , Monitoring, Intraoperative/methods , Adolescent , Aged, 80 and over , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/diagnosis , Young Adult
5.
Medicina (B Aires) ; 84(2): 342-346, 2024.
Article En | MEDLINE | ID: mdl-38683521

Primary hyperparathyroidism (PHPT) is characterized by elevated levels of calcium and parathyroid hormone (PTH). However, the interpretation of diagnostic tests, such as serum calcium and PTH levels, is complex in pregnant women. The aim of this report is to present a case of PHTP in a pregnant adolescent, with a special emphasis on an uncommon complication, as well as diagnostic and treatment strategies. A 17-year-old pregnant female presented with hyperemesis gravidarum and neurological symptoms, leading to the diagnosis of cerebral venous thrombosis. Further investigations revealed hypercalcemia and persistently elevated PTH levels, consistent with PHPT. After localization studies, the patient underwent an emergency parathyroidectomy with a diagnosis of parathyroid adenoma. During follow-up, intrauterine growth restriction and severe preeclampsia developed, necessitating an emergency cesarean section. Both the mother and neonate had favorable outcomes. PHPT is an infrequent condition in the pregnant population, and its diagnosis can be challenging due to the overlap of symptoms with normal physiological changes during pregnancy. The occurrence of uncommon complications, such as thrombotic phenomena, highlights the need for a comprehensive approach to ensure early detection and management. In most cases, parathyroidectomy is the treatment of choice.


El hiperparatiroidismo primario (HPTP) se caracteriza por niveles elevados de calcio y hormona paratiroidea (PTH). Sin embargo, la interpretación de pruebas diagnósticas, como los niveles de calcio sérico y PTH, es compleja en mujeres embarazadas. El objetivo de este reporte es presentar un caso de HPTP en una adolescente embarazada, con especial hincapié en una complicación infrecuente, así como en las estrategias diagnósticas y de tratamiento. Una mujer embarazada de 17 años presentó hiperémesis gravídica y síntomas neurológicos, lo que llevó al diagnóstico de trombosis venosa cerebral. Posteriores investigaciones revelaron hipercalcemia y niveles persistentemente elevados de PTH, consistentes con HPTP. Tras la realización de estudios de localización, la paciente fue sometida a una paratiroidectomía de emergencia con diagnóstico de adenoma de paratiroides. Durante el seguimiento, se desarrolló restricción del crecimiento intrauterino y preeclampsia grave, lo que resultó en la necesidad de realizar una cesárea de emergencia. Tanto la madre como el neonato evolucionaron favorablemente. El HPTP es una condición infrecuente en la población embarazada y su diagnóstico puede ser desafiante por la superposición de síntomas con los cambios fisiológicos normales del embarazo. La aparición de complicaciones infrecuentes, como fenómenos trombóticos, resalta la necesidad de un abordaje integral para garantizar la detección y el manejo temprano. En la mayoría de los casos, la paratiroidectomía es el tratamiento de elección.


Hyperparathyroidism, Primary , Parathyroid Neoplasms , Parathyroidectomy , Humans , Female , Pregnancy , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Parathyroid Neoplasms/complications , Parathyroid Neoplasms/surgery , Parathyroid Neoplasms/diagnosis , Adolescent , Adenoma/complications , Adenoma/surgery , Adenoma/diagnosis , Parathyroid Hormone/blood , Pregnancy Complications, Neoplastic/surgery , Pregnancy Complications, Neoplastic/diagnosis , Pregnancy Complications/diagnosis , Hyperemesis Gravidarum/complications , Hyperemesis Gravidarum/diagnosis , Hypercalcemia/etiology , Hypercalcemia/blood , Hypercalcemia/diagnosis , Cesarean Section
6.
Am J Surg ; 233: 61-64, 2024 Jul.
Article En | MEDLINE | ID: mdl-38365553

BACKGROUND: We investigated if anatomic patterns of abnormal parathyroid glands have ch anged for primary hyperparathyroidism (pHPT) as atypical biochemical presentation (normohormonal and normocalcemic) has increased. METHODS: Retrospective review of patients with pHPT who underwent routine bilateral neck exploration. RESULTS: 2762 patients were included. The "late" cohort (2014-2020) exhibited lower preoperative calcium (10.8 vs 11.1 â€‹mg/dL; P â€‹= â€‹0.001) and PTH levels (101 vs. 146 â€‹pg/mL; P â€‹= â€‹0.001) compared to the "early" cohort (2000-2006). Patients with atypical biochemical profiles increased from 25.5% to 31.3% (P â€‹< â€‹0.001). The prevalence of single adenoma (SA) decreased (66.1% vs 58.9%, P â€‹= â€‹0.02) while the proportion of double adenoma (DA) increased (17.3% vs. 22.6%, P â€‹< â€‹0.01). Upper parathyroid adenoma(s) remained the most common finding for SA and DA in both time points. CONCLUSIONS: Despite changes in patient characteristics, single upper adenoma and bilateral double upper adenomas remain the most common findings for patients with pHPT.


Adenoma , Hyperparathyroidism, Primary , Parathyroid Neoplasms , Humans , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/diagnosis , Parathyroid Neoplasms/surgery , Parathyroid Neoplasms/pathology , Parathyroid Neoplasms/complications , Parathyroid Neoplasms/blood , Retrospective Studies , Female , Male , Middle Aged , Adenoma/blood , Adenoma/pathology , Adenoma/surgery , Adenoma/complications , Adenoma/epidemiology , Aged , Parathyroid Hormone/blood , Calcium/blood , Parathyroidectomy , Adult
7.
Ir J Med Sci ; 193(3): 1261-1266, 2024 Jun.
Article En | MEDLINE | ID: mdl-38253945

BAKGROUND: Vitamin D (Vit D) deficiency is common in patients with hyperparathyroidism, but the importance of replacement before surgery is controversial. It can be predicted that hypocalcemia risk will be higher in patients with high bone turnover. AIM: In this study, the effect of preoperative ALP/Vit D ratio on postoperative hypocalcemia was investigated. METHODS: Among the primary hyperparathyroidism cases who were operated between 2015 and 2022, 158 patients with complete data were included in the study. Preoperative laboratory results, radiological images, and pathology reports of the patients were evaluated retrospectively. The cross-sectional value of the ALP/Vit D value predicting hypocalcemia was calculated. The effect of these parameters on postoperative hypocalcemia was investigated. RESULTS: The mean age of our patients was 54 (21-81 years). When factors affecting postoperative hypocalcemia were evaluated by univariable analysis, Vit D deficiency and insufficiency (p < 0.001), ALP (p < 0.001), ALP/Vit D ratio (p < 0.001), and T score (p = 0.026) found to be factors affecting postoperative hypocalcemia. In multivariate analysis, the ALP/Vit D ratio was found to be an independent variable in predicting hypocalcemia. It was found that hypocalcemia was 45 times more common in patients with ALP/Vit D > 6.34 (p < 0.001). ALP/Vit D ratio predicts patients who will develop postoperative hypocalcemia with 87.2% sensitivity and 87.1% specificity. CONCLUSIONS: Vit D deficiency increases the risk of postoperative hypocalcemia, but it is not sufficient alone to predict it. The risk increases more in patients with high bone turnover. The preoperative ALP/Vit D ratio is the strongest predictor of postoperative hypocalcemia risk.


Hyperparathyroidism, Primary , Hypocalcemia , Vitamin D Deficiency , Vitamin D , Humans , Hypocalcemia/etiology , Middle Aged , Female , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/blood , Male , Aged , Adult , Vitamin D/blood , Vitamin D Deficiency/complications , Retrospective Studies , Aged, 80 and over , Postoperative Complications/etiology , Postoperative Complications/blood , Alkaline Phosphatase/blood , Young Adult , Cross-Sectional Studies
8.
J Endocrinol Invest ; 47(6): 1505-1511, 2024 Jun.
Article En | MEDLINE | ID: mdl-38129742

PURPOSE: Serum calcium/phosphate ratio (Ca/P) has been recently proposed as an additional tool to identify primary hyperparathyroidism (PHPT), especially in patients with subclinical presentation, with a proposed cut-off of 3.3 when both values are expressed in mg/dL. No data are available on the relationship between Ca/P and the clinical presentation of PHPT. We thus evaluated this relationship in a large, single-center, unselected series. METHODS: 515 consecutive PHPT patients (mean age 65 ± 13.15 years, 77.1% females) were retrospectively evaluated at diagnosis. RESULTS: Mean Ca/P was 4.54 ± 1.5 (range 2.36-13.9), being higher than 3.3 in 88.5% of patients. Ca/P was significantly higher in (1) males, (2) symptomatic PHPT, (3) patients with 25-hydroxy vitamin D levels lower than 20 µg/L, (4) patients with osteitis fibrosa cystica, (5) patients with T score < - 2.5 at the radial site. In a multivariate regression analysis, Ca/P resulted significantly associated with PTH levels. After the exclusion of 57 patients with asymptomatic PHPT (aPHPT) patients and serum Ca higher than 1 mg/dL above the upper limit of normal range, no differences were found in Ca/P between aPHPT meeting or not surgical criteria. CONCLUSIONS: In PHPT Ca/P ratio is associated with increased biochemical and clinical severity of disease and represents a direct indicator of clinical bone damage. However, it does not seem an additional tool to identify aPHPT patients reaching surgical indication.


Calcium , Hyperparathyroidism, Primary , Phosphates , Humans , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/surgery , Female , Male , Aged , Calcium/blood , Retrospective Studies , Middle Aged , Phosphates/blood , Biomarkers/blood , Asymptomatic Diseases/therapy , Parathyroid Hormone/blood
9.
J Endocrinol Invest ; 47(6): 1499-1504, 2024 Jun.
Article En | MEDLINE | ID: mdl-38141155

PURPOSE: To investigate the occurrence of arrhythmias in patients with normocalcemic (NC) primary hyperparathyroidism (PHPT) compared to both hypercalcemic PHPT patients and control subjects by means of 24-h Holter ECG. METHODS: Thirteen NCPHPT postmenopausal patients were enrolled and age-matched with 13 hypercalcemic PHPT patients and 13 controls. Every subject underwent basal ECG, 24-h Holter ECG and mineral metabolism biochemical evaluation. RESULTS: PHPT patients had higher mean serum calcium levels compared to both NCPHPT and controls; there was no difference in mean serum calcium levels between NCPHPT and controls. Both NCPHPT and PHPT patients had significantly higher mean PTH levels compared with controls. There were no differences in ECG parameters between the three groups, except for QTc interval. PHPT patients had normal QTc interval values, but significantly shorter mean values compared with those of controls and NCPHPT patients. During 24-h Holter ECG recording, 100% of PHPT patients had supraventricular premature beats (SVPBs), compared to 46% of NCPHPT (p = 0.005) and to 53% of controls (p = 0.01). PHPT patients experienced ventricular premature beats (VPBs) (69.2%) vs 15% of NCPHPT patients (p = 0.01) and 23% of controls (p = 0.04). There was no difference between NCPHPT and controls subjects concerning occurrence of both VPBs and SVPBs. CONCLUSIONS: NCPHPT patients did not experience an increased occurrence of arrhythmias compared to controls, while PHPT patients showed an increased occurrence compared to both controls and NCPHPT. Our findings are most probably related to the short QTc interval caused by hypercalcemia observed in PHPT patients, but not in NCPHPT.


Arrhythmias, Cardiac , Calcium , Electrocardiography, Ambulatory , Hypercalcemia , Humans , Female , Hypercalcemia/blood , Hypercalcemia/diagnosis , Hypercalcemia/etiology , Electrocardiography, Ambulatory/methods , Middle Aged , Aged , Calcium/blood , Arrhythmias, Cardiac/diagnosis , Arrhythmias, Cardiac/etiology , Arrhythmias, Cardiac/blood , Case-Control Studies , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/physiopathology , Hyperparathyroidism/blood , Hyperparathyroidism/complications , Hyperparathyroidism/diagnosis
10.
J Clin Endocrinol Metab ; 109(6): 1494-1504, 2024 May 17.
Article En | MEDLINE | ID: mdl-38152848

CONTEXT: Osteoporosis and/or bone fractures are indications of parathyroidectomy in primary hyperparathyroidism (PHPT), especially in women. However, the benefit of surgery in patients with osteopenia remains unclear. OBJECTIVE: To evaluate bone mineral density (BMD) and bone remodeling biomarkers changes 1 year after parathyroidectomy in women with PHPT. DESIGN: In the prospective, monocentric, observational prospective cohort with primary hyperparathyroidism patients (CoHPT) cohort, women operated for sporadic PHPT since 2016 with ≥1 year follow-up were included. BMD (dual-X ray absorptiometry) and bone remodeling biomarkers [cross-linked C-telopeptide (CTX), procollagen type 1 N-terminal propeptide (P1NP), and bone-specific alkaline phosphatases] were assessed before and 1 year after parathyroidectomy. SETTING: Referral center. PATIENTS: A total of 177 women with PHPT (62.5 ± 13.3 years, 83.1% menopausal, 43.9% osteopenic, and 45.1% osteoporotic) were included. INTERVENTION: Parathyroidectomy. MAIN OUTCOME MEASURE: BMD change between before and 1 year after parathyroidectomy. RESULTS: Parathyroidectomy resulted in significant increase in BMD and decrease in serum bone remodeling biomarker concentrations. In the 72 patients with baseline osteopenia, mean BMD significantly increased at the lumbar spine [+0.05 g/cm2 (95% confidence interval [CI], 0.03-0.07)], the femoral neck [+0.02 g/cm2 (95% CI 0.00-0.04)], the total hip [+0.02 g/cm2 (95% CI 0.01-0.02)], and the forearm [+0.01 (95% CI 0.00-0.02)], comparable to osteoporotic patients. Among osteopenic patients, those with individual BMD gain (>0.03 g/cm2) at ≥1 site had higher preoperative serum CTX, P1NP, and urine calcium concentrations than those without improvement. CONCLUSION: Parathyroidectomy significantly improved BMD and remodeling biomarkers in women with osteopenia, thereby supporting the benefit of parathyroidectomy in these patients. Preoperative serum CTX and P1NP concentrations could be useful to predict expected BMD gain.


Bone Density , Bone Diseases, Metabolic , Hyperparathyroidism, Primary , Parathyroidectomy , Humans , Female , Hyperparathyroidism, Primary/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Middle Aged , Bone Diseases, Metabolic/surgery , Bone Diseases, Metabolic/etiology , Bone Diseases, Metabolic/blood , Aged , Prospective Studies , Bone Remodeling , Biomarkers/blood , Absorptiometry, Photon , Follow-Up Studies , Treatment Outcome
11.
JAMA ; 328(16): 1624-1636, 2022 10 25.
Article En | MEDLINE | ID: mdl-36282253

Importance: Hypercalcemia affects approximately 1% of the worldwide population. Mild hypercalcemia, defined as total calcium of less than 12 mg/dL (<3 mmol/L) or ionized calcium of 5.6 to 8.0 mg/dL (1.4-2 mmol/L), is usually asymptomatic but may be associated with constitutional symptoms such as fatigue and constipation in approximately 20% of people. Hypercalcemia that is severe, defined as total calcium of 14 mg/dL or greater (>3.5 mmol/L) or ionized calcium of 10 mg/dL or greater (≥2.5 mmol/L) or that develops rapidly over days to weeks, can cause nausea, vomiting, dehydration, confusion, somnolence, and coma. Observations: Approximately 90% of people with hypercalcemia have primary hyperparathyroidism (PHPT) or malignancy. Additional causes of hypercalcemia include granulomatous disease such as sarcoidosis, endocrinopathies such as thyroid disease, immobilization, genetic disorders, and medications such as thiazide diuretics and supplements such as calcium, vitamin D, or vitamin A. Hypercalcemia has been associated with sodium-glucose cotransporter 2 protein inhibitors, immune checkpoint inhibitors, denosumab discontinuation, SARS-CoV-2, ketogenic diets, and extreme exercise, but these account for less than 1% of causes. Serum intact parathyroid hormone (PTH), the most important initial test to evaluate hypercalcemia, distinguishes PTH-dependent from PTH-independent causes. In a patient with hypercalcemia, an elevated or normal PTH concentration is consistent with PHPT, while a suppressed PTH level (<20 pg/mL depending on assay) indicates another cause. Mild hypercalcemia usually does not need acute intervention. If due to PHPT, parathyroidectomy may be considered depending on age, serum calcium level, and kidney or skeletal involvement. In patients older than 50 years with serum calcium levels less than 1 mg above the upper normal limit and no evidence of skeletal or kidney disease, observation may be appropriate. Initial therapy of symptomatic or severe hypercalcemia consists of hydration and intravenous bisphosphonates, such as zoledronic acid or pamidronate. In patients with kidney failure, denosumab and dialysis may be indicated. Glucocorticoids may be used as primary treatment when hypercalcemia is due to excessive intestinal calcium absorption (vitamin D intoxication, granulomatous disorders, some lymphomas). Treatment reduces serum calcium and improves symptoms, at least transiently. The underlying cause of hypercalcemia should be identified and treated. The prognosis for asymptomatic PHPT is excellent with either medical or surgical management. Hypercalcemia of malignancy is associated with poor survival. Conclusions and Relevance: Mild hypercalcemia is typically asymptomatic, while severe hypercalcemia is associated with nausea, vomiting, dehydration, confusion, somnolence, and coma. Asymptomatic hypercalcemia due to primary hyperparathyroidism is managed with parathyroidectomy or observation with monitoring, while severe hypercalcemia is typically treated with hydration and intravenous bisphosphonates.


Hypercalcemia , Hyperparathyroidism, Primary , Parathyroid Hormone , Humans , Calcium/blood , Coma/etiology , COVID-19/complications , Dehydration/etiology , Dehydration/therapy , Denosumab/adverse effects , Hypercalcemia/blood , Hypercalcemia/etiology , Hypercalcemia/therapy , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/therapy , Immune Checkpoint Inhibitors/adverse effects , Nausea/etiology , Neoplasms/blood , Neoplasms/complications , Pamidronate/therapeutic use , Parathyroid Hormone/blood , SARS-CoV-2 , Sleepiness , Sodium Chloride Symporter Inhibitors/adverse effects , Vitamin A/adverse effects , Vitamin D/adverse effects , Vomiting/etiology , Zoledronic Acid/therapeutic use
12.
Surgery ; 171(1): 23-28, 2022 01.
Article En | MEDLINE | ID: mdl-34330541

BACKGROUND: Nephrolithiasis is a sequela of primary hyperparathyroidism and an indication for parathyroidectomy. The prevalence of primary hyperparathyroidism in patients with nephrolithiasis is 3% to 5%; however, recent studies suggest that many hypercalcemic patients with nephrolithiasis never undergo workup for primary hyperparathyroidism. Our goal is to evaluate primary hyperparathyroidism screening rates at a tertiary academic health institution and identify opportunities to increase referral rates in patients presenting with nephrolithiasis. METHODS: We retrospectively reviewed 15,725 patients across an academic health system who presented with nephrolithiasis between 2012 and 2020. Calcium levels measured within 6 months of presentation were identified, and those with hypercalcemia (≥10.3 mg/dL) were reviewed if parathyroid hormone levels were measured. Patients with primary hyperparathyroidism were evaluated to see if they were referred to a specialist for treatment. RESULTS: Of 15,725 patients presenting with nephrolithiasis, 12,420 (79%) had calcium levels measured; 630 patients (4.0%) were hypercalcemic, and 207 (33%) had parathyroid hormone levels measured. Patients were more likely to have parathyroid hormone levels sent if they were older, had higher calcium levels, or presented to an outpatient clinic (P = .028, P = .002, P < .001). We identified 89 patients (0.6%) with primary hyperparathyroidism, of which only 35 (39%) were referred for treatment. CONCLUSION: The proportion of patients presenting with nephrolithiasis ultimately diagnosed with primary hyperparathyroidism was significantly lower than others have reported. Additionally, a substantial number of patients with nephrolithiasis did not have calcium and/or parathyroid hormone levels measured. These missed opportunities for diagnosis are critical as early definitive management of primary hyperparathyroidism can prevent recurrent nephrolithiasis and other primary hyperparathyroidism-related end organ effects.


Calcium/blood , Hypercalcemia/diagnosis , Hyperparathyroidism, Primary/diagnosis , Missed Diagnosis/prevention & control , Nephrolithiasis/etiology , Adult , Aged , Female , Humans , Hypercalcemia/blood , Hypercalcemia/etiology , Hypercalcemia/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/surgery , Male , Middle Aged , Nephrolithiasis/blood , Nephrolithiasis/diagnosis , Parathyroid Hormone/blood , Parathyroidectomy/statistics & numerical data , Referral and Consultation/statistics & numerical data , Retrospective Studies
13.
Surgery ; 171(1): 29-34, 2022 01.
Article En | MEDLINE | ID: mdl-34364687

BACKGROUND: Nephrolithiasis is a classic indication for parathyroidectomy in primary hyperparathyroidism patients; however, the effects of parathyroidectomy on nephrolithiasis recurrence are not well studied. The aim was to determine effect of parathyroidectomy on time to first nephrolithiasis recurrence and recurrence rate per patient-years. METHODS: A retrospective cohort study of patients diagnosed with primary hyperparathyroidism and at least one episode of nephrolithiasis was performed. The patients were divided into observation, presurgery, and postsurgery groups. Endpoints were time to first recurrence of nephrolithiasis and average recurrence rate per patient-years. RESULTS: The cohort was comprised of 1,252 patients. In addition, 334 (27%) patients underwent parathyroidectomy and 918 (73%) were observed. The surgical and nonsurgical groups differed significantly in age, sex, Charlson, calcium, and primary hyperparathyroidism level. Overall recurrence rate was 31.3%. The 5-, 10-, and 15-year recurrence-free survival rates were 74.4%, 56.3%, 49.5%, respectively (presurgery), 82.4%, 70.9%, 62.8%, respectively (postsurgery; P < .0001), and 86.3%, 77.7%, and 70.6%, respectively (observation). The presurgery group had an increased risk of first recurrence compared with the observation group (hazard ratio 1.89; 95% confidence interval, 1.44-2.47). The average recurrence rates among all surgical patients who recurred were 1 event per 4.3 patient-years presurgery versus 1 event per 6.7 patient-years postsurgery (P = .0001). CONCLUSION: Recurrent nephrolithiasis is a significant problem in patients with primary hyperparathyroidism. Parathyroidectomy prolongs the time to first recurrence and decreases the number of re-recurrences over time but does not eliminate recurrences. Observation may also be a reasonable approach in selected patients.


Hyperparathyroidism, Primary/surgery , Nephrolithiasis/surgery , Parathyroidectomy/statistics & numerical data , Secondary Prevention/methods , Adult , Aged , Aged, 80 and over , Calcium/blood , Disease-Free Survival , Female , Follow-Up Studies , Humans , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/mortality , Kaplan-Meier Estimate , Male , Middle Aged , Nephrolithiasis/blood , Nephrolithiasis/etiology , Nephrolithiasis/mortality , Parathyroid Hormone/blood , Recurrence , Retrospective Studies , Secondary Prevention/statistics & numerical data , Time Factors , Young Adult
14.
Surgery ; 171(1): 40-46, 2022 01.
Article En | MEDLINE | ID: mdl-34340820

BACKGROUND: Preventing cervical reoperations is important-especially after parathyroidectomy. We sought to examine early predictors of recurrence of primary hyperparathyroidism after surgical cure. METHODS: Adult patients with sporadic primary hyperparathyroidism treated with parathyroidectomy between September 1, 1997, and September 1, 2019, with confirmed eucalcemia at 6 months postoperatively were identified. Recurrence was defined as hypercalcemia (>10.2 mg/dL) with an elevated or nonsuppressed parathyroid hormone level on subsequent follow-up. RESULTS: Parathyroidectomy was performed in 522 patients (median age, 62.1 years, 77% female) with the majority undergoing planned minimally invasive parathyroidectomy (85.4%, n = 446). After a median follow-up of 30.9 months, 13 patients (2.5%) recurred (median time to recurrence 50.2 months, interquartile range 27.9-66.5), all of whom underwent planned minimally invasive parathyroidectomy (n = 13/446, 2.9%). Recurrence was more common in those with higher (but still normal) 6-month calcium (10.1 vs 9.3 mg/dL, P < .001) or parathyroid hormone values (64 vs 46 pg/mL, P < .01). Multivariate analysis revealed that age >66.5 years, calcium ≥9.8mg/dL and parathyroid hormone ≥80 pg/mL at 6 months were associated with increased risk of recurrence. In addition, the presence of at least 1 preoperative imaging study that conflicted with intraoperative findings among minimally invasive parathyroidectomy patients (n = 446) was associated with increased risk of recurrence (hazard ratio 4.93, 95% confidence interval 1.25-16.53, P = .016). CONCLUSION: Recurrence of sporadic primary hyperparathyroidism after initial surgical cure in the era of minimally invasive parathyroidectomy is 2.5%. Identification of those at risk for recurrence using 6-month serum calcium ≥9.8 mg/dL, parathyroid hormone ≥80 pg/mL, and/or potentially conflicting localization studies may inform surveillance strategies.


Hypercalcemia/surgery , Hyperparathyroidism, Primary/surgery , Minimally Invasive Surgical Procedures/statistics & numerical data , Parathyroidectomy/statistics & numerical data , Aged , Calcium/blood , Female , Follow-Up Studies , Humans , Hypercalcemia/blood , Hypercalcemia/diagnosis , Hypercalcemia/epidemiology , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/epidemiology , Male , Middle Aged , Parathyroid Hormone/blood , Parathyroidectomy/methods , Recurrence , Retrospective Studies , Risk Assessment/methods , Risk Assessment/statistics & numerical data , Treatment Outcome
15.
J Clin Endocrinol Metab ; 107(2): e612-e618, 2022 01 18.
Article En | MEDLINE | ID: mdl-34519347

BACKGROUND: Although the inverse correlation between serum PTH and phosphate (P) levels in patients with primary hyperparathyroidism (PHPT) is well known, the relationship between P levels and the clinical picture of the disease has not been well investigated. This was thus the aim of this paper. PATIENTS: A total of 472 consecutive patients with PHPT attending our center were retrospectively evaluated at diagnosis. RESULTS: P levels lower than 2.5 mg/dL (HypoP) were found in 198/472 patients (41.9%). HypoP was mild (2-2.5 mg/dL), moderate (1-1.9 mg/dL), and severe (<1 mg/dL) in 168 (84.9%), 30 (15.1%), and 0 cases, respectively. P levels were lower in males than females. Patients with more severe bone density impairment at the radial (but not the vertebral or femoral) site had P levels significantly lower than other patients. PHPT severity was worse in HypoP patients, both clinically (higher prevalence of renal stones, but not of osteoporosis) and biochemically (higher serum calcium and PTH levels). All patients in the moderate HypoP group were either symptomatic or asymptomatic reaching surgical indication according to the latest guidelines. CONCLUSIONS: We observed a relationship between P levels and biochemical and clinical features of PHPT severity. In asymptomatic PHPT patients, even moderate HypoP is predictive of surgical indication, regardless of age and hypercalcemia severity.


Hypercalcemia/diagnosis , Hyperparathyroidism, Primary/diagnosis , Phosphates/blood , Aged , Calcium/blood , Female , Humans , Hypercalcemia/blood , Hypercalcemia/surgery , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/surgery , Male , Middle Aged , Parathyroid Hormone/blood , Retrospective Studies , Severity of Illness Index
16.
Surgery ; 171(1): 35-39, 2022 01.
Article En | MEDLINE | ID: mdl-34924180

BACKGROUND: In total, ∼15% of patients with sporadic primary hyperparathyroidism have multiglandular disease, which may be suspected preoperatively but can only be confirmed intra or postoperatively. The study aim is to determine how and when patients are diagnosed with multiglandular disease and to what extent different modalities contribute. METHODS: Consecutive cases of sporadic primary hyperparathyroidism (2013-2019) undergoing initial exploration were reviewed from a single-institution prospective database. Preoperative single-photon emission tomography/computed tomography and neck ultrasound were routinely performed to help direct either bilateral or unilateral exploration guided by intraoperative parathyroid hormone monitoring using the dual criteria. Multiglandular disease was defined as either resection of >1 enlarged parathyroid or hypercalcemia at ≥6 months after single gland resection. RESULTS: Of 1,890 patients with sporadic primary hyperparathyroidism, multiglandular disease was identified in 254 (13.4%); 244 (96.1%) were diagnosed intraoperatively and 10 (3.9%) postoperatively. In these multiglandular disease patients, single gland disease was suggested on single-photon emission tomography/computed tomography in 54.0%, ultrasound in 49.2%, and both were concordant for single gland disease in 29.4%. Intraoperative multiglandular disease diagnosis was prompted by an inadequate intraoperative parathyroid hormone monitoring drop in 38.5%, by surgeon interpretation of imaging in 38.1%, by observing ipsilateral gland enlargement in 11.0%, by finding an initial gland <200 mg in 10.3%, and 2.0% had unexpected multiglandular disease during thyroidectomy. Multiglandular disease was diagnosed by postoperative hypercalcemia in 10 of 254 patients (4.9%). CONCLUSION: To avoid failure at parathyroidectomy for primary hyperparathyroidism, expert surgeons use multiple approaches to diagnose and manage multiglandular disease. Preoperative localization studies alone are insufficient, missing multiglandular disease in at least 30% of cases. All examined adjuncts are informative, including intraoperative parathyroid hormone monitoring, imaging, and intraoperative visual cues.


Hypercalcemia/surgery , Hyperparathyroidism, Primary/surgery , Parathyroid Glands/pathology , Parathyroidectomy/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Calcium/blood , Female , Follow-Up Studies , Humans , Hypercalcemia/blood , Hypercalcemia/diagnosis , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/pathology , Male , Middle Aged , Missed Diagnosis , Parathyroid Glands/surgery , Parathyroid Hormone/blood , Postoperative Period , Prospective Studies , Single Photon Emission Computed Tomography Computed Tomography , Treatment Failure , Young Adult
17.
Front Endocrinol (Lausanne) ; 12: 782050, 2021.
Article En | MEDLINE | ID: mdl-34925241

Objective: To assess the efficacy and safety of ultrasound-guided microwave ablation (MWA) in the treatment of primary hyperparathyroidism (PHPT), and to investigate whether MWA can improve the bone turnover and renal function. Methods: A total of 20 consecutive PHPT patients with 21 parathyroid lesions treated with MWA in our center from May 2019 to March 2021 were recruited in this study. Serum parathyroid hormone (PTH), calcium and phosphorus levels before MWA and at 20 minutes, 4 hours, 1 day, 3 months, 6 months and 12 months after MWA were measured. Bone turnover biomarkers, renal function and lesion volume with volume reduction rate (VRR) before MWA and at the last follow-up were compared. Any complication related with MWA was evaluated. The technical and clinical success rates of MWA in the treatment of PHPT were calculated. Clinical success was defined as normal serum PTH and calcium without PHPT-associated manifestations at more than 6 months after ablation. Technical success was defined as complete ablation indicated by immediate postoperative contrast-enhanced ultrasound. Results: The serum PTH, calcium and phosphorus levels at their respective follow-up time points dropped significantly after MWA (P <0.05). The volume of parathyroid lesions at the final examination was significantly reduced, compared with pre-ablation volume (P <0.001), with a median VRR reaching 89%. The technical and clinical success rates were 100% and 63.6%, respectively. Substantial changes of bone turnover biomarkers were observed before and after MWA (P <0.05), but the differences in renal function were not statistically significant. No major complications were reported in all cases. Pre-MWA serum PTH, lesion volume, maximum diameter of lesion and ablation time were significantly different between patients with successful and failed MWA. Conclusions: PHPT can be effectively and safely treated by ultrasound-guided MWA, as proven by drop in serum PTH and reduction in the volume of parathyroid adenomas. Besides, MWA can impede bone remodeling to suppress hyperparathyroidism in the condition of PHPT.


Bone Remodeling/physiology , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/surgery , Microwaves/therapeutic use , Radiofrequency Ablation/methods , Ultrasonography, Interventional/methods , Adenoma/blood , Adenoma/diagnostic imaging , Adenoma/surgery , Adult , Biomarkers/blood , Female , Follow-Up Studies , Humans , Hyperparathyroidism, Primary/diagnostic imaging , Male , Middle Aged , Parathyroid Hormone/blood , Parathyroid Neoplasms/blood , Parathyroid Neoplasms/diagnostic imaging , Parathyroid Neoplasms/surgery
18.
Medicine (Baltimore) ; 100(46): e27530, 2021 Nov 19.
Article En | MEDLINE | ID: mdl-34797277

BACKGROUND: The relationship between serum calcium (Ca) level to serum parathyroid hormone (PTH), phosphorus (P) levels and tissue properties of the parathyroid gland is unknown in primary hyperparathyroidism cases. Revealing this relationship may be useful for understanding the etiopathogenesis of primary hyperparathyroidism and determining the time of treatment. METHODS: Ninety patients (71 females, 19 males, age range; 27-73 years, average age; 46) who underwent single gland excision with the diagnosis of primary hyperparathyroidism were studied. The patients were divided into 2 groups as serum Ca level <12 and serum Ca level ≥12. Age and sex of the patients, mean cell number of the gland, mean volume of the gland, serum levels of PTH, P, and histopathologic type of hyperplasia were evaluated. RESULTS: The mean cell number per cubic centimeter is 22.9 (10-220 range) million in all glands. Serum Ca level was <12 in 82 (91.1%) of the patients, and ≥12 in 8 (8.9%) cases. Mean cell number of the gland, mean volume of the gland, existence of cystic hyperplasia of the gland, serum levels of PTH and P were statistically significant between the 2 groups (P < .001, P < .001, P < .05, P < .001, P < .05 respectively). CONCLUSION: In primary hyperparathyroidism cases serum Ca level is not related to age and sex but directly related to proportionals to the cell number and volume of the gland and serum levels of PTH, inversely related to cystic hyperplasia and serum levels of P. Early surgical intervention should be planned since the serum Ca level will be high in large adenomas with a noncystic radiological appearance.


Calcium/blood , Hyperparathyroidism, Primary/surgery , Parathyroid Glands/surgery , Parathyroid Hormone/blood , Adult , Aged , Cell Count , Female , Humans , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/pathology , Hyperplasia/pathology , Male , Middle Aged , Parathyroid Glands/pathology , Phosphorus/blood
19.
BMC Endocr Disord ; 21(1): 220, 2021 Nov 04.
Article En | MEDLINE | ID: mdl-34736428

BACKGROUND: Primary hyperparathyroidism (PHPT) and familial hypocalciuric hypercalcemia (FHH) are the most important differential diagnosis of parathyroid hormone (PTH)-dependent hypercalcemia. The clinical features of FHH and PHPT can overlap in some cases. Therefore, these two diseases must be differentiated to prevent unnecessary parathyroidectomy. Here, we present a case that was not entirely matched with any of the known differential diagnoses of hypercalcemia. CASE PRESENTATION: A 19-year-old girl with no history of any disease presented with persistent hypercalcemia without any specific musculoskeletal complaint. We found persistent hypercalcemia in her routine laboratory data from 3 years ago; while no data was available during the childhood period. Her dietary calcium intake was normal. She did not mention any history of renal stone, bone fracture as well as family history of hypercalcemia. Biochemical features showed normal values of serum creatinine, high normal serum calcium (range, 10.3-11.3 mg/dL; (normal range: 8.8-10.4)), and non-suppressed PTH levels (range, 37.2-58.1 pg/mL; (normal range: 10-65)). Serum 25 OH vitamin D level at the first visit was 16.1 ng/mL that treated by vitamin D supplementation. Since then, all 25 OH vitamin D levels were in the acceptable range. After correction of vitamin D deficiency during the follow-up period the calcium creatinine clearance ratio(s) (CCCR) were calculated in the range of 0.009 to 0.014 (means below 1%). The clinical and laboratory data indicate more FHH rather than PHPT. Genetic studies were negative for the common genes associated with FHH (CASR, GNA11, and AP2S1 genes) and multiple endocrine neoplasia type1 (MEN1). On the other hand, no evidence of autoimmunity was found in her to support an autoimmune FHH-like syndrome. Hence, the case did not match completely to any diagnosis of FHH and PHPT, so we decided to follow her. CONCLUSION: We presented a patient with FHH phenotype whose common genetic tests were negative. Further research is needed to ascertain other causes leading to similar manifestations.


Hypercalcemia/blood , Hypercalcemia/congenital , Hyperparathyroidism, Primary/diagnosis , Calcium/blood , Creatinine/blood , Diagnosis, Differential , Female , Genetic Testing , Humans , Hypercalcemia/complications , Hypercalcemia/diagnosis , Hypercalcemia/etiology , Hyperparathyroidism, Primary/blood , Parathyroid Hormone/blood , Phenotype , Young Adult
20.
Med Clin North Am ; 105(6): 1135-1150, 2021 Nov.
Article En | MEDLINE | ID: mdl-34688419

Primary hyperparathyroidism is a common endocrine disorder. It used to present as a highly symptomatic disease before the advent of the multichannel autoanalyzer, now usually presenting as mild asymptomatic hypercalcemia. A newer presentation has been increasingly identified in the past two decades, normocalcemic primary hyperparathyroidism, presenting with elevated parathyroid hormone concentrations and consistently normal serum calcium. These patients are usually symptomatic, with parathyroid hormone levels measured in the evaluation for kidney stones or osteoporosis. It is important to exclude causes of secondary hyperparathyroidism. This review will focus on the evaluation and management of elevated parathyroid hormone levels in normocalcemic patients.


Hyperparathyroidism, Primary/diagnosis , Hyperparathyroidism, Primary/physiopathology , Calcium/blood , Humans , Hypercalciuria/epidemiology , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/epidemiology , Parathyroid Hormone/blood , Renal Insufficiency/epidemiology , Vitamin D Deficiency/epidemiology
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