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Lee S, Hong N, Kim GS, Li J, Lin X, Seager S, Shin S, Kim KJ, Bae JH, You SC, Rhee Y, Kim SG. Digital Phenotyping of Rare Endocrine Diseases Across International Data Networks and the Effect of Granularity of Original Vocabulary. Yonsei Med J 2025; 66:187-194. [PMID: 39999994 PMCID: PMC11865875 DOI: 10.3349/ymj.2023.0628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 07/03/2024] [Accepted: 08/12/2024] [Indexed: 02/27/2025] Open
Abstract
PURPOSE Rare diseases occur in <50 per 100000 people and require lifelong management. However, essential epidemiological data on such diseases are lacking, and a consecutive monitoring system across time and regions remains to be established. Standardized digital phenotypes are required to leverage an international data network for research on rare endocrine diseases. We developed digital phenotypes for rare endocrine diseases using the observational medical outcome partnership common data model. MATERIALS AND METHODS Digital phenotypes of three rare endocrine diseases (medullary thyroid cancer, hypoparathyroidism, pheochromocytoma/paraganglioma) were validated across three databases that use different vocabularies: Severance Hospital's electronic health record from South Korea; IQVIA's United Kingdom (UK) database for general practitioners; and IQVIA's United States (US) hospital database for general hospitals. We estimated the performance of different digital phenotyping methods based on International Classification of Diseases (ICD)-10 in the UK and the US or systematized nomenclature of medicine clinical terms (SNOMED CT) in Korea. RESULTS The positive predictive value of digital phenotyping was higher using SNOMED CT-based phenotyping than ICD-10-based phenotyping for all three diseases in Korea (e.g., pheochromocytoma/paraganglioma: ICD-10, 58%-62%; SNOMED CT, 89%). Estimated incidence rates by digital phenotyping were as follows: medullary thyroid cancer, 0.34-2.07 (Korea), 0.13-0.30 (US); hypoparathyroidism, 0.40-1.20 (Korea), 0.59-1.01 (US), 0.00-1.78 (UK); and pheochromocytoma/paraganglioma, 0.95-1.67 (Korea), 0.35-0.77 (US), 0.00-0.49 (UK). CONCLUSION Our findings demonstrate the feasibility of developing digital phenotyping of rare endocrine diseases and highlight the importance of implementing SNOMED CT in routine clinical practice to provide granularity for research.
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Affiliation(s)
- Seunghyun Lee
- Department of Internal Medicine, Endocrine Research Institute, Yonsei University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Namki Hong
- Department of Internal Medicine, Endocrine Research Institute, Yonsei University College of Medicine, Seoul, Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea
| | - Gyu Seop Kim
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea
| | - Jing Li
- Real-World Solutions, IQVIA, Durham, USA
| | - Xiaoyu Lin
- Real-World Solutions, IQVIA, Durham, USA
| | | | - Sungjae Shin
- Department of Internal Medicine, Endocrine Research Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Kyoung Jin Kim
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Jae Hyun Bae
- Department of Internal Medicine, Korea University Anam Hospital, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Seng Chan You
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Korea.
| | - Yumie Rhee
- Department of Internal Medicine, Endocrine Research Institute, Yonsei University College of Medicine, Seoul, Korea.
| | - Sin Gon Kim
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
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Raber W, Schendl R, Arikan M, Scheuba A, Mazal P, Stadlmann V, Lehner R, Zeitlhofer P, Baumgartner-Parzer S, Gabler C, Esterbauer H. Metastatic disease and major adverse cardiovascular events preceding diagnosis are the main determinants of disease-specific survival of pheochromocytoma/paraganglioma: long-term follow-up of 303 patients. Front Endocrinol (Lausanne) 2024; 15:1419028. [PMID: 39234504 PMCID: PMC11371702 DOI: 10.3389/fendo.2024.1419028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 07/29/2024] [Indexed: 09/06/2024] Open
Abstract
Purpose The natural history in unselected cohorts of patients with pheochromocytoma/ paraganglioma (PPGL) followed for a period >10 years remains limited. We aimed to describe baseline characteristics and outcome of a large cohort and to identify predictors of shorter survival. Methods This retrospective single-center study included 303 patients with newly diagnosed PPGL from 1968 to December 31, 2023, in 199 prospectively supplemented since July 2020. Mean follow-up was 11.4 (range 0.3-50) years, germline genetic analyses were available in 92.1%. The main outcome measures were overall (OAS), disease-specific (DSS), recurrence-free (RFS) survival and predictors of shorter survival evaluated in patients with metastases at first diagnosis (n=12), metastatic (n=24) and nonmetastatic (n=33) recurrences and without evidence of PPGL after first surgery (n=234). Results Age at study begin was 49.4 ± 16.3 years. There were 72 (23.8%) deaths, 15 (5.0%), 29 (9.6%) and 28 (9.2%) due to PPGL, cardiovascular disease (CVD) and malignant or other diseases, respectively. Median OAS, DSS1 (tumor-related) and DSS2 (DSS1 and death caused by CVD) were 4.8, 5.9 and 5.2 years (patients with metastases at first diagnosis), 21.2, 21.2 and 19.9 years, and 38.0, undefined and 38.0 years (patients with metastatic and with nonmetastatic recurrences, respectively). Major adverse cardiovascular events (MACE) preceded the first diagnosis in 15% (n=44). Shorter DSS2 correlated with older age (P ≤ 0.001), male sex (P ≤ 0.02), MACE (P ≤ 0.01) and primary metastases (P<0.0001, also for DSS1). Conclusion The clinical course of unselected patients with PPGL is rather benign. Survival rates remain high for decades, unless there are MACE before diagnosis or metastatic disease.
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Affiliation(s)
- Wolfgang Raber
- Department of Medicine III, Clinical Division of Endocrinology and Metabolism, Medical University of Vienna, Vienna, Austria
| | - Raphael Schendl
- Department of Medicine III, Clinical Division of Endocrinology and Metabolism, Medical University of Vienna, Vienna, Austria
| | - Melisa Arikan
- Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Andreas Scheuba
- Department of Surgery, Medical University of Vienna, Vienna, Austria
| | - Peter Mazal
- Department of Clinical Pathology, Medical University of Vienna, Vienna, Austria
| | - Valerie Stadlmann
- Department of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Reinhard Lehner
- Department of Medical Genetics, Medical University of Vienna, Vienna, Austria
| | - Petra Zeitlhofer
- Labdia Labordiagnostik, and St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Sabina Baumgartner-Parzer
- Department of Medicine III, Clinical Division of Endocrinology and Metabolism, Medical University of Vienna, Vienna, Austria
| | - Cornelia Gabler
- Department of IT Systems and Communications, Medical University of Vienna, Vienna, Austria
| | - Harald Esterbauer
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
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Giant Pheochromocytoma Diagnosis Confounded by Amphetamine Use. Case Rep Endocrinol 2023; 2023:8799089. [PMID: 36742443 PMCID: PMC9897925 DOI: 10.1155/2023/8799089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 12/06/2022] [Accepted: 12/24/2022] [Indexed: 01/29/2023] Open
Abstract
Objective Diagnosis of giant pheochromocytoma is difficult; patients often lack the classic triad and presence of gross biochemical positivity. At times, presence of sympathetic stimulant drugs can further complicate the clinical picture. Here, we present a case of giant "functional" pheochromocytoma with a history of amphetamine use. Case Description. 37-year-old female presented with a 1-day history of abdominal pain. CT abdomen identified a 12.5 cm heterogeneously enhancing left adrenal mass. Plasma/urine catecholamine and metanephrine levels were markedly elevated with evidence of elevated serum/urine cortisol. However, the patient's subsequent urine toxicology was found to be positive for amphetamines, which she later admitted to using, 1 week prior to admission. Repeat biochemical workup after 1 week drug washout period showed improvement in both catecholamine and cortisol levels. Given the high degree of suspicion for PCC, an open laparoscopic adrenalectomy was performed with histology confirming SDHB gene mutation positive giant pheochromocytoma. Discussion. Diagnosis of PCC in a patient with a history of amphetamine abuse remains an enigma, to which addition of it being a giant PCC that are rare and typically silent further confounds the clinical picture as seen in this case. Conclusion PCC could be termed a "chameleon" tumor given its varied clinical presentations and lack of standardized biochemical and radiological data (giant, pheochromocytoma, and amphetamine).
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Al Subhi AR, Boyle V, Elston MS. Systematic review: Incidence of Pheochromocytoma and Paraganglioma over 70 years. J Endocr Soc 2022; 6:bvac105. [PMID: 35919261 PMCID: PMC9334688 DOI: 10.1210/jendso/bvac105] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Indexed: 11/19/2022] Open
Abstract
Context Pheochromocytomas and paragangliomas (PPGLs) are known to be rare. However, there is scant literature reporting their epidemiology, particularly whether the diagnosis of PPGL has increased with advances in medical imaging and biochemical and genetic testing. Objective The primary objective of this systematic review was to determine the annual incidence of PPGLs and change over time. Design A systematic review was performed. Medline, Embase, PubMed, and Web of Science Core Collection databases were searched to identify studies reporting PPGL incidence. Studies were eligible for inclusion from the database’s inception until August 30, 2021. Results A total of 6109 manuscripts were identified; 2282 duplicates were excluded, and a further 3815 papers were excluded after abstract and/or full text review. Twelve studies were included in the final review. The incidence of PPGL ranged from 0.04 to 0.95 cases per 100 000 per year. Incidence increased over time, from approximately 0.2/100,000 individuals in studies performed before 2000, to approximately 0.6/100,000 in studies undertaken after 2010. The mode of diagnosis changed over the same time period, with more patients diagnosed from incidental imaging findings, and fewer at autopsy or from symptoms. Conclusion The annual incidence of PPGL has increased over time. Much of this increase is likely from incidental identification of tumors on imaging. However, the epidemiology of PPGL remains understudied, in particular, in associations with altitude, ethnicity, and genetics. To improve early detection and management guidelines, these gaps should be addressed.
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Affiliation(s)
| | - Veronica Boyle
- Waikato Clinical Campus, University of Auckland , Hamilton 3240, New Zealand
| | - Marianne S Elston
- Waikato Clinical Campus, University of Auckland , Hamilton 3240, New Zealand
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Godoroja–Diarto D, Moldovan C, Tomulescu V. Actualities in the anaesthetic management of pheochromocytoma/ paraganglioma. ACTA ENDOCRINOLOGICA (BUCHAREST, ROMANIA : 2005) 2021; 17:557-564. [PMID: 35747860 PMCID: PMC9206166 DOI: 10.4183/aeb.2021.557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The anaesthetic management of pheochromocytoma is complicated and challenging. However, preoperative pharmacologic preparation, modern anaesthetic techniques and drugs associated with advanced monitoring in conjunction with the evolution of surgical techniques (open laparotomy to laparoscopic surgery and robotic approaches in the present day) improved significantly perioperative outcome, and intraoperative and postoperative hemodynamic stability. Although there are not randomised clinical trials to suggest one approach over another and there is a high international variability amongst intraoperative anaesthetic techniques, most management principles are still universal.
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Affiliation(s)
- D. Godoroja–Diarto
- Ponderas Academic Hospital - Dept. of Intensive care, Bucharest, Romania
| | - C. Moldovan
- Hospital Clinic CF1 Witting, Dept. of General Surgery, Bucharest, Romania
| | - V. Tomulescu
- Ponderas Academic Hospital - Dept. of General Surgery, Bucharest, Romania
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Vukomanovic V, Matovic M, Djukic A, Ignjatovic V, Vuleta K, Djukic S, Simic Vukomanovic I. THE ROLE OF TUMOR-SEEKING RADIOPHARMACEUTICALS IN THE DIAGNOSIS AND MANAGEMENT OF ADRENAL TUMORS. ACTA ENDOCRINOLOGICA-BUCHAREST 2020; 16:316-323. [PMID: 33363653 DOI: 10.4183/aeb.2020.316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Context The variety of tumor-seeking radiopharmaceuticals, which are currently in clinical use, may have a potential role as imaging agents for adrenal gland tumors, due to physiological characteristics of this organ. Objective The purpose of this study was to evaluate the diagnostic potential of 99mTc-HYNIC-TOC, 99mTc(V)-DMSA, and 99mTc-MIBI in the assessment of adrenal tumors, by correlating with imaging findings and histopathologic results. Design The research is designed as a cross-sectional prospective study. Patients and method The study included 50 patients with adrenal tumors (19 hormone-secreting and 31 nonfunctioning) and 23 controls without adrenal involvement. In all patients, single-photon emission computed tomography (SPECT) was performed, using qualitative and semiquantitative analysis. The tumor to non-tumor tracer uptake was conducted by using a region-of-interest technique. Adrenal to background (A/B) ratio was calculated in all cases. Results 99mTc-HYNIC-TOC scintigraphy showed a high statistical significance between A/B ratios, while other two tracers resulted in a lower sensitivity, specificity and accuracy. Futhermore, 99mTc-HYNIC-TOC could have a high diagnostic yield to detect adrenal tumors (the receiver-operating-characteristic curve analysis, A/B ratio cut-off value of 8.40). Conclusion A semiquantitative SPECT analysis showed that 99mTc-HYNIC-TOC is a highly sensitive tumor-seeking agent for the accurate localization of adrenal tumors.
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Affiliation(s)
- V Vukomanovic
- Clinical Center Kragujevac - Nuclear Medicine Department, University of Kragujevac, Faculty of Medical Sciences - Kragujevac, Serbia.,Department of Nuclear Medicine and Oncology, Kragujevac, Serbia
| | - M Matovic
- Clinical Center Kragujevac - Nuclear Medicine Department, University of Kragujevac, Faculty of Medical Sciences - Kragujevac, Serbia
| | - A Djukic
- Clinical Center Kragujevac - Nuclear Medicine Department, University of Kragujevac, Faculty of Medical Sciences - Kragujevac, Serbia.,Department of Pathophysiology, Kragujevac, Serbia
| | - V Ignjatovic
- Clinical Center Kragujevac - Nuclear Medicine Department, University of Kragujevac, Faculty of Medical Sciences - Kragujevac, Serbia.,Department of Nuclear Medicine and Oncology, Kragujevac, Serbia
| | - K Vuleta
- Clinical Center Kragujevac - Nuclear Medicine Department, University of Kragujevac, Faculty of Medical Sciences - Kragujevac, Serbia
| | - S Djukic
- Department of Internal Medicine, Kragujevac, Serbia
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