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Prabhakaran S, Bhatt C, Serpell JW, Grodski S, Lee JC. Surgical challenges of giant parathyroid adenomas weighing 10 g or more. J Endocrinol Invest 2022; 46:1169-1176. [PMID: 36564598 DOI: 10.1007/s40618-022-01968-3] [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] [Received: 05/29/2022] [Accepted: 11/14/2022] [Indexed: 12/25/2022]
Abstract
PURPOSE An average parathyroid adenoma (PA) weighs < 1 g. This study aimed to characterise giant PAs ≥ 10 g (GPAs) to facilitate surgical management of primary hyperparathyroidism (PHPT). METHODS All patients with a GPA confirmed on histology were recruited from the Monash University Endocrine Surgery Unit database. Clinical and demographic data were collected and compared to a group of non-GPA patients. RESULTS A total of 14 GPAs were identified between 2007 and 2018 out of 863 patients (1.6%) with a single PA excised for PHPT. The GPA patients were compared to a control group of 849 non-GPA patients in the same period with similar mean age (62 ± 16 vs 63 ± 14, P = 0.66) and gender distribution (64% vs 75% female, P = 0.35). Pre-operative calcium (Ca) and parathyroid hormone (PTH) levels were significantly higher in GPA patients (P < 0.001). A higher percentage of GPA patients (79%) had concordant localisation studies (ultrasound and sestamibi) than control patients (59%), (P = 0.13), but they were significantly less likely to undergo MIP (55% vs 82%, P = 0.02). The median GPA weighed 12.5 g (IQR 10.5-24.3). Median serum Ca normalised by day 1 post-operatively, while PTH remained elevated. Both serum Ca and PTH levels were in the normal range at 3 months. All GPA lesions were benign on histopathology. CONCLUSION GPAs are rare and display severe clinical and biochemical abnormalities. Despite their large size, concordant pre-operative imaging was not always achieved, and a few patients were suitable for MIP.
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Affiliation(s)
- S Prabhakaran
- Monash University Endocrine Surgery Unit, Alfred Hospital, Melbourne, VIC, Australia.
| | - C Bhatt
- Monash University Endocrine Surgery Unit, Alfred Hospital, Melbourne, VIC, Australia
- School of Clinical Sciences of Monash Health, Monash University, Victoria, Australia
| | - J W Serpell
- Monash University Endocrine Surgery Unit, Alfred Hospital, Melbourne, VIC, Australia
- Central Clinical School, Department of Surgery, Monash University, Victoria, Australia
| | - S Grodski
- Monash University Endocrine Surgery Unit, Alfred Hospital, Melbourne, VIC, Australia
- Central Clinical School, Department of Surgery, Monash University, Victoria, Australia
| | - J C Lee
- Monash University Endocrine Surgery Unit, Alfred Hospital, Melbourne, VIC, Australia
- Central Clinical School, Department of Surgery, Monash University, Victoria, Australia
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Maccora D, Fortini D, Moroni R, Sprecacenere G, Annunziata S, Bruno I. Comparison between MIBI-based radiopharmaceuticals for parathyroid scintigraphy: quantitative evaluation and correlation with clinical-laboratory parameters. J Endocrinol Invest 2022; 45:2139-2147. [PMID: 35792999 DOI: 10.1007/s40618-022-01847-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 06/21/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Parathyroid scintigraphy is mandatory for the identification of hyperfunctioning parathyroid glands in hyperparathyroidism (HPT). The use of 99mTc-methoxy-isobutyl-isonitrile (MIBI) as radiopharmaceutical for parathyroid scintigraphy is considered the most valid and useful considering its uptake mechanism. Several MIBI-based radiopharmaceuticals are commercially available (i.e., MediMIBI, TechneMIBI, Stamicis). They seem to have similar physico-chemical characteristics and the choice between them is based on commercial criteria, even though some differences in qualitative scintigraphic results have been appreciated. Aims of the study were: first, to compare the scintigraphic quantitative data of MediMIBI, TechneMIBI, and Stamicis, particularly in the view of a personalized medicine approach; second, to investigate the potential effect of clinical-laboratory data on image quality using one of these radiopharmaceuticals. METHODS Patients with diagnosis of HPT, who underwent a parathyroid scintigraphy using one of the three MIBI-based radiopharmaceuticals between December 2018 and October 2020, have been retrospectively identified. Parameters derived from regions of interest (ROIs) drawn on three different sites were obtained: a reasonable parathyroid lesion detected, an area in the lateral neck considered as the background, and the hepatic dome as the site of MIBI physiological uptake. Laboratory and clinical data, such as serum calcium, PTH, vitamin D, and creatinine levels, as well as possible drug-mediated interferences were considered. RESULTS Among 250 patients included, 83 (33.2%) had the parathyroid scintigraphy using MediMIBI, 84 (33.6%) using TechneMIBI and 83 (33.2%) using Stamicis. The ROIs on the parathyroid uptake at early images, on the background, and on the hepatic dome were statistically different among the three groups (p < 0.05). No significant differences were found in the remaining semi-quantitative parameters among the three groups, not even considering clinical-laboratory data. CONCLUSIONS Some differences in semi-quantitative parameters emerged among MIBI-based radiopharmaceuticals for parathyroid scintigraphy. This might justify the different qualitative scintigraphic results obtained using one or another of the cited radiopharmaceuticals.
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Affiliation(s)
- D Maccora
- Institute of Nuclear Medicine, Fondazione Policlinico A. Gemelli IRCCS, Università Cattolica del S. Cuore, L.go A. Gemelli 8, 00168, Rome, Italy.
- Nuclear Medicine Unit, IRCCS Regina Elena National Cancer Institute, Via E. Chianesi 53, 00144, Rome, Italy.
| | - D Fortini
- Nuclear Medicine Unit, Fondazione Policlinico A. Gemelli IRCCS, L.go A. Gemelli 8, 00168, Rome, Italy
| | - R Moroni
- Scientific Management, Fondazione Policlinico A. Gemelli IRCCS, L.go A. Gemelli 8, 00168, Rome, Italy
| | - G Sprecacenere
- Nuclear Medicine Unit, Fondazione Policlinico A. Gemelli IRCCS, L.go A. Gemelli 8, 00168, Rome, Italy
| | - S Annunziata
- Nuclear Medicine Unit, Fondazione Policlinico A. Gemelli IRCCS, L.go A. Gemelli 8, 00168, Rome, Italy
| | - I Bruno
- Nuclear Medicine Unit, Fondazione Policlinico A. Gemelli IRCCS, L.go A. Gemelli 8, 00168, Rome, Italy
- Nuclear Medicine Unit, Ospedale Generale Regionale F. Miulli, Strada Prov. 127 Acquaviva-Santeramo Km. 4, 70021, Acquaviva delle Fonti, BA, Italy
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Sandqvist P, Sundin A, Nilsson IL, Grybäck P, Sanchez-Crespo A. Primary hyperparathyroidism, a machine learning approach to identify multiglandular disease in patients with a single adenoma found at preoperative Sestamibi-SPECT/CT. Eur J Endocrinol 2022; 187:257-263. [PMID: 35666799 DOI: 10.1530/eje-22-0206] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/06/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVE Successful preoperative image localisation of all parathyroid adenomas (PTA) in patients with primary hyperparathyroidism (pHPT) and multiglandular disease (MGD) remains challenging. We investigate whether a machine learning classifier (MLC) could predict the presence of overlooked PTA at preoperative localisation with 99mTc-Sestamibi-SPECT/CT in MGD patients. DESIGN This study is a retrospective study from a single tertiary referral hospital initially including 349 patients with biochemically confirmed pHPT and cured after surgical parathyroidectomy. METHODS A classification ensemble of decision trees with Bayesian hyperparameter optimisation and five-fold cross-validation was trained with six predictor variables: the preoperative plasma concentrations of parathyroid hormone, total calcium and thyroid-stimulating hormone, the serum concentration of ionised calcium, the 24-h urine calcium and the histopathological weight of the localised PTA at imaging. Two response classes were defined: patients with single-gland disease (SGD) correctly localised at imaging and MGD patients in whom only one PTA was localised on imaging. The data set was split into 70% for training and 30% for testing. The MLC was also tested on a subset of the original data based on CT image-derived PTA weights. RESULTS The MLC achieved an overall accuracy at validation of 90% with an area under the cross-validation receiver operating characteristic curve of 0.9. On test data, the MLC reached a 72% true-positive prediction rate for MGD patients and a misclassification rate of 6% for SGD patients. Similar results were obtained in the testing set with image-derived PTA weight. CONCLUSIONS Artificial intelligence can aid in identifying patients with MGD for whom 99mTc-Sestamibi-SPECT/CT failed to visualise all PTAs.
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Affiliation(s)
- Patricia Sandqvist
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Anders Sundin
- Department of Radiology, Section for Molecular Imaging, Institution for Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden
| | - Inga-Lena Nilsson
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Department of Breast, Endocrine Tumours and Sarcoma, Karolinska University Hospital, Stockholm, Sweden
| | - Per Grybäck
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Alejandro Sanchez-Crespo
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institute, Stockholm, Sweden
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Shin M, Choi JY, Kim SW, Kim JH, Cho YS. Usefulness of 99mTc-SESTAMIBI Scintigraphy in Persistent Hyperparathyroidism after Kidney Transplant. Nucl Med Mol Imaging 2021; 55:285-292. [PMID: 34868377 DOI: 10.1007/s13139-021-00722-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 10/17/2021] [Accepted: 10/20/2021] [Indexed: 10/19/2022] Open
Abstract
Purpose 99mTc-labeled sestamibi scintigraphy combined with single-photon emission computed tomography (SPECT) has a high positive predictive value for localizing hyperfunctioning parathyroid lesions in primary hyperparathyroidism (pHPT) but relatively low sensitivity and specificity in secondary hyperparathyroidism (sHPT) and tertiary hyperparathyroidism (tHPT). The purpose of this study is to investigate the usefulness of 99mTc-sestamibi scintigraphy in persistent hyperparathyroidism after kidney transplant (KT). Methods Retrospectively evaluated 50 patients who received parathyroidectomy after KT at a single medical center. The parathyroid lesion with the highest sestamibi uptake intensity of a patient was graded from 0 to 3. Uptake intensity was analyzed in correlation with parathyroid hormone (PTH), calcium, ionized calcium, phosphorus, and vitamin D. Results Per-patient analysis, 43 patients had hyperplasia, 6 patients had adenomas, and 1 patient had a carcinoma. Only 3 patients with hyperplasia did not demonstrate any sestamibi uptake in the parathyroid scans. Out of the 148 pathologically confirmed parathyroid lesions, SPECT/CT images were able to identify 89 lesions (60%) and planar images of 71 lesions (48%). The average of sestamibi uptake intensity was mild at grade 1.6. Uptake intensity showed a positive correlation with parathyroid hormone (PTH) level but not with phosphorus, calcium, ionized calcium, or vitamin D levels. The largest lesion showed a high positive predictive value, especially in lesions with a diameter over 1.0 cm. Conclusions Regardless of relatively low and less discrete uptake in KT patients, it well depicts the largest and the most hyperfunctioning lesion.
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Affiliation(s)
- Muheon Shin
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Joon Young Choi
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sun Wook Kim
- Department of Endocrinology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jung Han Kim
- Department of Breast and Endocrine Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Seok Cho
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Wu Y, Liu Y, Huang T, Jiang Y, Wang H, He Z. Application of nanocarbon negative imaging technology in surgery for secondary hyperparathyroidism. Gland Surg 2021; 10:2455-2461. [PMID: 34527557 DOI: 10.21037/gs-21-385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 08/19/2021] [Indexed: 01/19/2023]
Abstract
Background Our objective is to evaluate the application values and effects of nanocarbon negative imaging technology in surgery for patients with the fifth stage of chronic kidney disease complicated with secondary hyperparathyroidism (SHPT). Methods Eighty-nine patients with SHPT in the fifth stage of chronic kidney disease admitted to the Department of Thyroid and Breast Surgery at the Affiliated Hospital of Nantong University between January 2018 and August 2020 were selected. All patients underwent total parathyroidectomy (tPTX) and were randomly divided into a group receiving nanocarbon (observation group; group A) and a control group (group B). Patients were followed up for 6 months after surgery and several observation indexes were compared and analyzed. Results Compared with the control group, the parathyroid glands in the observation group treated with nanocarbon were more clearly exposed, and better performances were seen in the operation time, blood loss, and recovery rate of bone pain (P<0.05). The postoperative follow-up blood intact parathyroid hormone level (iPTH) and recurrence rate control were also improved in the observation group and the differences were statistically significant (P<0.05). Conclusions In the fifth stage of chronic kidney disease with SHPT, the application of nanocarbon negative imaging technology can significantly reduce the recurrence rate of hyperparathyroidism, improve the surgical effect, and improve the long-term quality of life and survival rate of patients.
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Affiliation(s)
- Yu Wu
- Department of General Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Ying Liu
- Department of General Surgery, Nantong Geriatric Rehabilitation Hospital, Nantong, China
| | - Tao Huang
- Department of General Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Yasu Jiang
- Department of General Surgery, the Second Affiliated Hospital of Nantong University, Nantong, China
| | - Hua Wang
- Department of General Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Zhixian He
- Department of General Surgery, Affiliated Hospital of Nantong University, Nantong, China
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