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Superior sensitivity of 18F-fluorocholine: PET localization in primary hyperparathyroidism

Graves, Claire E; Hope, Thomas A; Kim, Jina; Pampaloni, Miguel H; Kluijfhout, Wouter; Seib, Carolyn D; Gosnell, Jessica E; Shen, Wen T; Roman, Sanziana A; Sosa, Julie A; Duh, Quan-Yang; Suh, Insoo
BACKGROUND:F-fluorocholine positron emission tomography for preoperative parathyroid localization on patients with primary hyperparathyroidism. METHODS:F-fluorocholine positron emission tomography imaging was assessed using 3 anatomic locations (left neck, right neck, and mediastinum), with surgery as the gold standard. RESULTS:F-fluorocholine positron emission tomography (88.9%) outperformed both ultrasound (37.1%) and sestamibi (27.5%), as well as ultrasound and sestamibi combined (47.8%). CONCLUSION/CONCLUSIONS:F-fluorocholine positron emission tomography for parathyroid localization confirm its utility in a challenging cohort, with better sensitivity than ultrasound or sestamibi.
PMID: 34301418
ISSN: 1532-7361
CID: 5005762

Accuracy of 18F-Fluorocholine PET for the Detection of Parathyroid Adenomas: Prospective Single-Center Study

Hope, Thomas A; Graves, Claire E; Calais, Jeremie; Ehman, Eric C; Johnson, Geoffrey B; Thompson, Daniel; Aslam, Maya; Duh, Quan-Yang; Gosnell, Jessica E; Shen, Wen T; Roman, Sanziana A; Sosa, Julie A; Kluijfhout, Wouter P; Seib, Carolyn D; Villaneuva-Meyer, Javier E; Pampaloni, Miguel H; Suh, Insoo
The purpose of this prospective study was to determine the correct localization rate (CLR) of 18F-fluorocholine PET for the detection of parathyroid adenomas in comparison to 99mTc-sestamibi imaging. Methods: This was a single-arm prospective trial. Ninety-eight patients with biochemical evidence of primary hyperparathyroidism were imaged before parathyroidectomy using 18F-fluorocholine PET/MRI. 99mTc-sestamibi imaging performed separately from the study was evaluated for comparison. The primary endpoint of the study was the CLR on a patient level. Each imaging study was interpreted by 3 masked readers on a per-region basis. Lesions were validated by histopathologic analysis of surgical specimens. Results: Of the 98 patients who underwent 18F-fluorocholine PET, 77 subsequently underwent parathyroidectomy and 60 of those had 99mTc-sestamibi imaging. For 18F-fluorocholine PET in patients who underwent parathyroidectomy, the CLR based on the masked reader consensus was 75% (95% CI, 0.63-0.82). In patients who underwent surgery and had an available 99mTc-sestamibi study, the CLR increased from 17% (95% CI, 0.10-0.27) for 99mTc-sestamibi imaging to 70% (95% CI, 0.59-0.79) for 18F-fluorocholine PET. Conclusion: In this prospective study using masked readers, the CLR for 18F-fluorocholine PET was 75%. In patients with a paired 99mTc-sestamibi study, the use of 18F-fluorocholine PET increased the CLR from 17% to 70%. 18F-fluorocholine PET is a superior imaging modality for the localization of parathyroid adenomas.
PMCID:8612343
PMID: 33674400
ISSN: 1535-5667
CID: 5106552

Ex vivo intact tissue analysis reveals alternative calcium-sensing behaviors in parathyroid adenomas

Koh, James; Zhang, Run; Roman, Sanziana; Duh, Quan-Yang; Gosnell, Jessica; Shen, Wen; Suh, Insoo; Sosa, Julie A
CONTEXT/BACKGROUND:The biochemical basis for clinical variability in primary hyperparathyroidism (PHPT) is poorly understood. OBJECTIVES/OBJECTIVE:To define parathyroid tumor biochemical properties associated with calcium sensing failure in PHPT patients, and to relate differences in these profiles to variations in clinical presentation. DESIGN/METHODS:Pre-operative clinical data were evaluated for correlation to parathyroid tumor biochemical behavior. SETTING/METHODS:An endocrine surgery referral center at a large, public university hospital. PATIENTS AND OTHER PARTICIPANTS/METHODS:A sequential series of 39 patients undergoing surgery for PHPT. MAIN OUTCOME MEASURES/METHODS:An intact tissue, ex vivo interrogative assay was employed to evaluate the calcium-sensing capacity of parathyroid adenomas relative to normal donor glands. Tumors were functionally classified based on calcium dose-response curve profiles, and clinical parameters were compared among the respective classes. Changes in the relative expression of CASR, RGS5, and RCAN1, three key components in the calcium/PTH signaling axis were evaluated as potential mechanisms for calcium-sensing failure. RESULTS:Parathyroid adenomas grouped into three distinct functional classes. Tumors with diminished calcium sensitivity were the most common (18 of 39) and were strongly associated with reduced bone mineral density (p=0.0009). Tumors with no calcium sensing deficit (11 of 39) were associated with higher pre-operative PTH (p = 0.036). A third group (6/39) displayed a non-sigmoid calcium/PTH response curve; four of these six tumors expressed elevated RCAN1. CONCLUSIONS:Calcium-sensing capacity varies among parathyroid tumors but down-regulation of the calcium sensing receptor (CASR) is not an obligate underlying mechanism. Differences in tumor calcium responsiveness may contribute to variations in PHPT clinical presentation.
PMID: 34272844
ISSN: 1945-7197
CID: 4951122

Association of Parathyroidectomy With 5-Year Clinically Significant Kidney Stone Events in Patients With Primary Hyperparathyroidism

Seib, Carolyn Dacey; Ganesan, Calyani; Arnow, Katherine D; Suh, Insoo; Pao, Alan C; Leppert, John T; Tamura, Manjula Kurella; Trickey, Amber W; Kebebew, Electron
OBJECTIVE:Patients with primary hyperparathyroidism (PHPT) are at increased risk of kidney stones. Guidelines recommend parathyroidectomy in patients with PHPT with a history of stone disease. This study aimed to compare the 5-year incidence of clinically significant kidney stone events in patients with PHPT treated with parathyroidectomy versus nonoperative management. METHODS:We performed a longitudinal cohort study of patients with PHPT in a national commercial insurance claims database (2006-2019). Propensity score inverse probability weighting-adjusted multivariable regression models were calculated. RESULTS:We identified 7623 patients aged ≥35 years old with continuous enrollment >1 year before and >5 years after PHPT diagnosis. A total of 2933 patients (38.5%) were treated with parathyroidectomy. The cohort had a mean age of 66.5 years, 5953 (78.1%) were female, and 5520 (72.4%) were White. Over 5 years, the unadjusted incidence of ≥1 kidney stone event was higher in patients who were managed with parathyroidectomy compared with those who were managed nonoperatively overall (5.4% vs 4.1%, respectively) and among those with a history of kidney stones at PHPT diagnosis (17.9% vs 16.4%, respectively). On multivariable analysis, parathyroidectomy was associated with no statistically significant difference in the odds of a 5-year kidney stone event among patients with a history of kidney stones (odds ratio, 1.03; 95% CI, 0.71-1.50) or those without a history of kidney stones (odds ratio, 1.16; 95% CI, 0.84-1.60). CONCLUSION/CONCLUSIONS:Based on this claim analysis, there was no difference in the odds of 5-year kidney stone events in patients with PHPT who were treated with parathyroidectomy versus nonoperative management. Time horizon for benefit should be considered when making treatment decisions for PHPT based on the risk of kidney stone events.
PMID: 34126246
ISSN: 1530-891x
CID: 4972332

Ensemble machine learning for the prediction of patient-level outcomes following thyroidectomy

Seib, Carolyn D; Roose, James P; Hubbard, Alan E; Suh, Insoo
BACKGROUND:Accurate prediction of thyroidectomy complications is necessary to inform treatment decisions. Ensemble machine learning provides one approach to improve prediction. METHODS:We applied the Super Learner (SL) algorithm to the 2016-2018 thyroidectomy-specific NSQIP database to predict complications following thyroidectomy. Cross-validation was used to assess model discrimination and precision. RESULTS:For the 17,987 patients undergoing thyroidectomy, rates of recurrent laryngeal nerve injury, post-operative hypocalcemia prior to discharge or within 30 days, and neck hematoma were 6.1%, 6.4%, 9.0%, and 1.8%, respectively. SL improved prediction of thyroidectomy-specific outcomes when compared with benchmark logistic regression approaches. For postoperative hypocalcemia prior to discharge, SL improved the cross-validated AUROC to 0.72 (95%CI 0.70-0.74) compared to 0.70 (95%CI 0.68-0.72; p < 0.001) when using a manually curated logistic regression algorithm. CONCLUSION/CONCLUSIONS:Ensemble machine learning modestly improves prediction for thyroidectomy-specific outcomes. SL holds promise to provide more accurate patient-level risk prediction to inform treatment decisions.
PMID: 33339618
ISSN: 1879-1883
CID: 4788012

Patient Factors Associated With Parathyroidectomy in Older Adults With Primary Hyperparathyroidism

Seib, Carolyn D; Suh, Insoo; Meng, Tong; Trickey, Amber; Smith, Alexander K; Finlayson, Emily; Covinsky, Kenneth E; Kurella Tamura, Manjula; Kebebew, Electron
Importance/UNASSIGNED:Parathyroidectomy provides definitive management for primary hyperparathyroidism (PHPT), reducing the risk of subsequent fracture, nephrolithiasis, and chronic kidney disease (CKD), but its use among older adults in the US is unknown. Objective/UNASSIGNED:To identify patient characteristics associated with the use of parathyroidectomy for the management of PHPT in older adults. Design, Setting, and Participants/UNASSIGNED:This population-based, retrospective cohort study used 100% Medicare claims from beneficiaries with an initial diagnosis of PHPT from January 1, 2006, to December 31, 2016. Patients were considered to meet consensus guideline criteria for parathyroidectomy based on diagnosis codes indicating osteoporosis, nephrolithiasis, or stage 3 CKD. Multivariable logistic regression was used to identify patient characteristics associated with parathyroidectomy. Data were analyzed from February 11, 2020, to October 8, 2020. Main Outcomes and Measures/UNASSIGNED:The primary outcome was parathyroidectomy within 1 year of diagnosis. Results/UNASSIGNED:Among 210 206 beneficiaries with an incident diagnosis of PHPT (78.8% women; mean [SD] age, 75.3 [6.8] years), 63 136 (30.0%) underwent parathyroidectomy within 1 year of diagnosis. Among the subset of patients who met consensus guideline criteria for operative management (n = 131 723), 38 983 (29.6%) were treated with parathyroidectomy. Patients treated operatively were younger (mean [SD] age, 73.5 [5.7] vs 76.0 [7.1] years) and more likely to be White (90.1% vs 86.0%), to be robust or prefrail (92.1% vs 85.7%), and to have fewer comorbidities (Charlson Comorbidity Index score of 0 or 1, 54.6% vs 44.1%), in addition to being more likely to live in socioeconomically disadvantaged (46.9% vs 40.3%) and rural (18.1% vs 13.6%) areas (all P < .001). On multivariable analysis, increasing age had a strong inverse association with parathyroidectomy among patients aged 76 to 85 years (unadjusted rate, 25.9%; odds ratio [OR], 0.68 [95% CI, 0.67-0.70]) and older than 85 years (unadjusted rate, 11.2%; OR, 0.27 [95% CI, 0.26-0.29]) compared with those aged 66 to 75 years (unadjusted rate, 35.6%), as did patients with moderate to severe frailty (unadjusted rate, 18.9%; OR, 0.60 [95% CI, 0.56-0.64]) compared with robust patients (unadjusted rate, 36.1%) and those with a Charlson Comorbidity Index score of 2 or greater (unadjusted rate, 25.9%; OR, 0.77 [95% CI, 0.75-0.79]) compared with a Charlson Comorbidity Index score of 0 (unadjusted rate, 37.0%). With regard to operative guidelines, a history of nephrolithiasis increased the odds of parathyroidectomy (OR, 1.43 [95% CI, 1.39-1.47]); stage 3 CKD decreased the odds of parathyroidectomy (OR, 0.71 [95% CI, 0.68-0.74]); and osteoporosis showed no association (OR, 1.01 [95% CI, 0.99-1.03]). Conclusions and Relevance/UNASSIGNED:In this cohort study, most older adults with PHPT did not receive definitive treatment with parathyroidectomy. Older age, frailty, and multimorbidity were associated with nonoperative management, and guideline recommendations had minimal effect on treatment decisions. Further research is needed to identify barriers to surgical care and develop tools to target parathyroidectomy to older adults most likely to benefit.
PMCID:7788507
PMID: 33404646
ISSN: 2168-6262
CID: 4788022

Intraoperative nerve monitoring is associated with a lower risk of recurrent laryngeal nerve injury: A national analysis of 17,610 patients

Kim, Jina; Graves, Claire E; Jin, Chengshi; Duh, Quan-Yang; Gosnell, Jessica E; Shen, Wen T; Suh, Insoo; Sosa, Julie A; Roman, Sanziana A
BACKGROUND:Based on current evidence, the benefit of intraoperative nerve monitoring (IONM) in thyroid surgery is equivocal. METHODS:All patients who underwent planned thyroid surgery in the 2016-2018 ACS NSQIP procedure-targeted thyroidectomy dataset were included. Multivariable regression analyses were performed to examine the association between nerve monitoring and recurrent laryngeal nerve (RLN) injury while adjusting for patient demographics, extent of surgery, and perioperative variables. RESULTS:In total, 17,610 patients met inclusion criteria: 77.8% were female, and the median age was 52 years. IONM was used in 63.9% of cases. Of the entire cohort, 6.1% experienced RLN injury. Cases with IONM use had a lower rate of RLN injury compared to those that did not use IONM (5.7% vs. 6.8%, p = 0.0001). After adjustment, IONM was associated with reduced risk of RLN injury (OR 0.69, 95% CI 0.59-0.82, p < 0.0001). CONCLUSIONS:Nationally, IONM is used in nearly two thirds of thyroid surgeries. IONM is associated with a lower risk of recurrent laryngeal nerve injury. SUMMARY/CONCLUSIONS:In this contemporary U.S. study of 17,610 thyroidectomy cases, intraoperative nerve monitoring was used in nearly two thirds of cases. Recurrent laryngeal nerve injury occurred in 6.1% of the cohort. Intraoperative nerve monitoring was associated with a lower risk of recurrent laryngeal nerve injury.
PMID: 33121660
ISSN: 1879-1883
CID: 4788002

Undertreatment of primary hyperparathyroidism in a privately insured US population: Decreasing utilization of parathyroidectomy despite expanding surgical guidelines

Seib, Carolyn D; Meng, Tong; Suh, Insoo; Cisco, Robin M; Lin, Dana T; Morris, Arden M; Trickey, Amber W; Kebebew, Electron
BACKGROUND:Primary hyperparathyroidism is associated with substantial morbidity, including osteoporosis, nephrolithiasis, and chronic kidney disease. Parathyroidectomy can prevent these sequelae but is poorly utilized in many practice settings. METHODS:We performed a retrospective cohort study using the national Optum de-identified Clinformatics Data Mart Database. We identified patients aged ≥35 with a first observed primary hyperparathyroidism diagnosis from 2004 to 2016. Multivariable logistic regression was used to determine patient/provider characteristics associated with parathyroidectomy. RESULTS:Of 26,522 patients with primary hyperparathyroidism, 10,101 (38.1%) underwent parathyroidectomy. Of the 14,896 patients with any operative indication, 5,791 (38.9%) underwent parathyroidectomy. Over time, there was a decreasing trend in the rate of parathyroidectomy overall (2004: 54.4% to 2016: 32.4%, P < .001) and among groups with and without an operative indication. On multivariable analysis, increasing age and comorbidities were strongly, inversely associated with parathyroidectomy (age 75-84, odds ratio 0.50 [95% confidence interval 0.45-0.55]; age ≥85, odds ratio 0.21 [95% confidence interval 0.17-0.26] vs age 35-49; Charlson Comorbidity Index ≥2 vs 0 odds ratio 0.62 [95% confidence interval 0.58-0.66]). CONCLUSION/CONCLUSIONS:The majority of US privately insured patients with primary hyperparathyroidism are not treated with parathyroidectomy. Having an operative indication only modestly increases the likelihood of parathyroidectomy. Further research is needed to address barriers to treatment and the gap between guidelines and clinical care in primary hyperparathyroidism.
PMCID:7736152
PMID: 32654861
ISSN: 1532-7361
CID: 4787952

Superior sensitivity of 18F-fluorocholine: PET localization in primary hyperparathyroidism

Graves, C E; Hope, T A; Kim, J; Pampaloni, M H; Kluijfhout, W; Seib, C D; Gosnell, J E; Shen, W T; Roman, S A; Sosa, J A; Duh, Q -Y; Suh, I
Background: Preoperative parathyroid imaging guides surgeons during parathyroidectomy. This study evaluates the clinical impact of 18F-fluorocholine positron emission tomography for preoperative parathyroid localization on patients with primary hyperparathyroidism.
Method(s): Patients with primary hyperparathyroidism and indications for parathyroidectomy had simultaneous 18F-fluorocholine positron emission tomography imaging/magnetic resonance imaging. In patients who underwent subsequent parathyroidectomy, cure was based on lab values at least 6 months after surgery. Location-based sensitivity and specificity of 18F-fluorocholine positron emission tomography imaging was assessed using 3 anatomic locations (left neck, right neck, and mediastinum), with surgery as the gold standard.
Result(s): In 101 patients, 18F-fluorocholine positron emission tomography localized at least 1 candidate lesion in 93% of patients overall and in 91% of patients with previously negative imaging, leading to a change in preoperative strategy in 60% of patients. Of 76 patients who underwent parathyroidectomy, 58 (77%) had laboratory data at least 6 months postoperatively, with 55/58 patients (95%) demonstrating cure. 18F-fluorocholine positron emission tomography successfully guided curative surgery in 48/58 (83%) patients, compared with 20/57 (35%) based on ultrasound and 13/55 (24%) based on sestamibi. In a location-based analysis, sensitivity of 18F-fluorocholine positron emission tomography (88.9%) outperformed both ultrasound (37.1%) and sestamibi (27.5%), as well as ultrasound and sestamibi combined (47.8%).
Conclusion(s): Long-term results in the first cohort in the United States to use 18F-fluorocholine positron emission tomography for parathyroid localization confirm its utility in a challenging cohort, with better sensitivity than ultrasound or sestamibi.
Copyright
EMBASE:2013682091
ISSN: 0039-6060
CID: 4972042

The current status of remote access thyroidectomy in the United States

Graves, Claire E; Suh, Insoo
PMID: 32651055
ISSN: 1532-7361
CID: 4787942