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Tsai CH, Liao CW, Wu XM, Chen ZW, Pan CT, Chang YY, Lee BC, Chou CH, Chang CC, Wu VC, Hung CS, Vaidya A, Lin YH. Mild autonomous cortisol secretion in patients with aldosterone-producing adenoma and risk for cardiac remodeling and diastolic dysfunction. Eur J Endocrinol 2025; 192:81-90. [PMID: 39827466 DOI: 10.1093/ejendo/lvaf007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 11/26/2024] [Accepted: 12/03/2024] [Indexed: 01/22/2025]
Abstract
BACKGROUND Mild autonomous cortisol secretion (MACS) is common in adrenal adenomas, including patients with primary aldosteronism (PA) with aldosterone-producing adenomas (APA). This study investigated the impact of MACS on cardiac remodeling and diastolic dysfunction in patients with APA. METHODS We prospectively enrolled 483 patients with APA. MACS was defined as a cortisol level >1.8 μg/dL after an overnight dexamethasone-suppression test (DST). Clinical, biochemical, and echocardiographic data were collected at baseline and one-year following targeted treatments. RESULTS In this prospective cohort, 21% of patients with APA had concurrent MACS. Patients with MACS were older, had a higher prevalence of diabetes, larger adrenal tumor size, higher left ventricular mass index (LVMI), and worse diastolic function (E/e'). Multivariable linear regression analysis showed that concurrent MACS with APA was an independent risk factor for higher LVMI and worse E/e'. Among patients who underwent adrenalectomy, both those with and without MACS showed significant improvements in LVMI and E/e'. In contrast, among patients who received mineralocorticoid receptor antagonist (MRA) treatment, significant LVMI improvement was only observed in patients without MACS. MRA therapy did not improve E/e' regardless of the presence or absence of MACS. CONCLUSIONS The presence of MACS in patients with PA was associated with worse cardiac hypertrophy and diastolic dysfunction. Surgical adrenalectomy was able to effectively reverse cardiac remodeling in patients with PA and concurrent MACS; however, MRA therapy was not associated with significant improvements in cardiac function. These findings highlight the independent deleterious effects of cortisol on cardiovascular disease in PA.
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Affiliation(s)
- Cheng-Hsuan Tsai
- National Taiwan University College of Medicine, Graduate Institute of Clinical Medicine, Taipei 100, Taiwan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- National Taiwan University Hospital Primary Aldosteronism Center, Taipei 100, Taiwan
- Center for Adrenal Disorders, Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, United States
| | - Che-Wei Liao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Medicine, National Taiwan University Cancer Center, Taipei 106, Taiwan
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan 330, Taiwan
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin 640, Taiwan
| | - Chien-Ting Pan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin 640, Taiwan
| | - Yi-Yao Chang
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City 220, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Chia-Hung Chou
- Department of Obstetrics and Gynecology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Vin-Cent Wu
- National Taiwan University Hospital Primary Aldosteronism Center, Taipei 100, Taiwan
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- National Taiwan University Hospital Primary Aldosteronism Center, Taipei 100, Taiwan
| | - Anand Vaidya
- Center for Adrenal Disorders, Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, United States
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- National Taiwan University Hospital Primary Aldosteronism Center, Taipei 100, Taiwan
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Kitamoto T, Ruike Y, Koide H, Inoue K, Maezawa Y, Omura M, Nakai K, Tsurutani Y, Saito J, Kuwa K, Yokote K, Nishikawa T. Shifting paradigms in primary aldosteronism: reconsideration of screening strategy via integrating pathophysiological insights. Front Endocrinol (Lausanne) 2025; 15:1372683. [PMID: 39877848 PMCID: PMC11772158 DOI: 10.3389/fendo.2024.1372683] [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: 01/18/2024] [Accepted: 12/16/2024] [Indexed: 01/31/2025] Open
Abstract
Several decades have passed since the description of the first patient with primary aldosteronism (PA). PA was initially classified in two main forms: aldosterone-producing adenoma (APA) and idiopathic hyperaldosteronism (IHA). However, the pathogenesis of PA has now been shown to be far more complex. For this reason, the traditional classification needs to be updated. Given the recent advancements in our understanding of PA pathogenesis, we should reevaluate how frequent PA cases are, beginning with the reconstruction of the screening strategy. Recent studies consistently indicated that PA has been identified in 22% of patients with resistant hypertension and 11% even in normotensives. The frequency is influenced by the screening strategy and should be based on understanding the pathogenesis of PA. Progress has been made to promote our understanding of the pathogenesis of PA by the findings of aldosterone driver mutations, which have been found in normotensives and hypertensives. In addition, much clinical evidence has been accumulated to indicate that there is a spectrum in PA pathogenesis. In this review, we will summarize the recent progress in aldosterone measurement methods based on LC-MS/MS and the current screening strategy. Then, we will discuss the progress of our understanding of PA, focusing on aldosterone driver mutations and the natural history of PA. Finally, we will discuss the optimal strategy to improve screening rate and case detection.
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Affiliation(s)
- Takumi Kitamoto
- Department of Diabetes, Metabolism and Endocrinology, Chiba University Hospital, Chiba, Japan
| | - Yutaro Ruike
- Department of Diabetes, Metabolism and Endocrinology, Chiba University Hospital, Chiba, Japan
| | - Hisashi Koide
- Department of Diabetes, Metabolism and Endocrinology, Chiba University Hospital, Chiba, Japan
| | - Kosuke Inoue
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yoshiro Maezawa
- Department of Diabetes, Metabolism and Endocrinology, Chiba University Hospital, Chiba, Japan
| | - Masao Omura
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Kazuki Nakai
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Yuya Tsurutani
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Jun Saito
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Katsuhiko Kuwa
- National Metrology Institute of Japan, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Koutaro Yokote
- Department of Diabetes, Metabolism and Endocrinology, Chiba University Hospital, Chiba, Japan
| | - Tetsuo Nishikawa
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
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Yang J, Bell DA, Carroll R, Chiang C, Cowley D, Croker E, Doery JCG, Elston M, Glendenning P, Hetherington J, Horvath AR, Lu‐Shirzad S, Ng E, Mather A, Perera N, Rashid M, Sachithanandan N, Shen J, Stowasser M, Swarbrick MJ, Tan HLE, Thuzar M, Young S, Chong W. Adrenal Vein Sampling for Primary Aldosteronism: Recommendations From the Australian and New Zealand Working Group. Clin Endocrinol (Oxf) 2025; 102:31-43. [PMID: 39360599 PMCID: PMC11612544 DOI: 10.1111/cen.15139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 09/05/2024] [Accepted: 09/10/2024] [Indexed: 10/04/2024]
Abstract
Adrenal vein sampling (AVS) is the current recommended procedure for identifying unilateral subtypes of primary aldosteronism (PA), which are amenable to surgery with the potential for cure. AVS is a technically challenging procedure usually undertaken by interventional radiologists at tertiary centres. However, there are numerous variations in AVS protocols relating to patient preparation, sampling techniques and interpretation which may impact the success of AVS and patient care. To reduce practice variations, improve the success rates of AVS and optimise patient outcomes, we established an Australian and New Zealand AVS Working Group and developed evidence-based expert consensus recommendations for the preparation, performance and interpretation of AVS. These recommendations can be used by all healthcare professionals in a multidisciplinary team who look after the diagnosis and management of PA.
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Affiliation(s)
- Jun Yang
- Centre for Endocrinology and MetabolismHudson Institute of Medical ResearchClaytonVictoriaAustralia
- Department of MedicineMonash UniversityClaytonVictoriaAustralia
| | - Damon A. Bell
- Department of Clinical BiochemistryRoyal Perth Hospital and Fiona Stanley Hospital Network, Pathwest Laboratory MedicinePerthWestern AustraliaAustralia
- Medical SchoolUniversity of Western AustraliaPerthWestern AustraliaAustralia
| | - Richard Carroll
- Endocrinology, Diabetes, and Research CentreWellington Regional HospitalWellingtonNew Zealand
| | | | - Diane Cowley
- Princess Alexandra HospitalBrisbaneQueenslandAustralia
| | - Emma Croker
- Department of EndocrinologyJohn Hunter HospitalLambton HeightsNew South WalesAustralia
| | - James C. G. Doery
- Department of MedicineMonash UniversityClaytonVictoriaAustralia
- Monash PathologyMonash Medical CentreClaytonVictoriaAustralia
| | - Marianne Elston
- Waikato Clinical CampusUniversity of AucklandHamiltonNew Zealand
| | - Paul Glendenning
- Department of Clinical BiochemistryRoyal Perth HospitalPerthWestern AustraliaAustralia
| | - Julie Hetherington
- Endocrinology and Metabolism CentreRoyal Prince Alfred HospitalCamperdownNew South WalesAustralia
| | - Andrea R. Horvath
- Department of Chemical PathologyNew South Wales Health Pathology, Prince of Wales HospitalRandwickNew South WalesAustralia
| | - Shanshan Lu‐Shirzad
- Centre for Endocrinology and MetabolismHudson Institute of Medical ResearchClaytonVictoriaAustralia
| | - Elisabeth Ng
- Centre for Endocrinology and MetabolismHudson Institute of Medical ResearchClaytonVictoriaAustralia
| | - Amanda Mather
- Department of Renal MedicineRoyal North Shore HospitalSt LeonardsNew South WalesAustralia
| | - Nimalie Perera
- Department of Endocrinology and Chemical PathologyRoyal Prince Alfred HospitalCamperdownNew South WalesAustralia
| | - Muddassir Rashid
- Department of interventional radiologyGold Coast University HospitalGold CoastQueenslandAustralia
- Bond University Medical SchoolGold CoastQueenslandAustralia
| | - Nirupa Sachithanandan
- Department of EndocrinologySt Vincent's HospitalFitzroyVictoriaAustralia
- Department of MedicineThe University of MelbourneParkvilleAustralia
| | - Jimmy Shen
- Monash Medical CentreClaytonVictoriaAustralia
| | - Michael Stowasser
- Endocrine Hypertension Research CentreUniversity of Queensland Frazer InstituteBrisbaneAustralia
| | | | - Hong Lin Evelyn Tan
- Department of EndocrinologyJohn Hunter HospitalLambton HeightsNew South WalesAustralia
| | - Moe Thuzar
- Endocrine Hypertension Research CentreUniversity of Queensland Frazer InstituteBrisbaneAustralia
- Department of EndocrinologyPrincess Alexandra HospitalWooloongabbaQueenslandAustralia
| | - Simon Young
- Department of EndocrinologyNorth Shore HospitalNorth AucklandNew Zealand
| | - Winston Chong
- Department of RadiologyAlfred HospitalMelbourneVictoriaAustralia
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Lee BC, Chang CC, Kang VJW, Huang JZ, Lin YL, Chang YY, Tsai CH, Chen ZW, Liao CW, Pan CT, Wu VC, Hung CS, Chou CH, Lin YH. Autonomous cortisol secretion promotes vascular calcification in vivo and in vitro under hyperaldosteronism. Hypertens Res 2025; 48:366-377. [PMID: 39516366 DOI: 10.1038/s41440-024-01935-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 07/20/2024] [Accepted: 09/18/2024] [Indexed: 11/16/2024]
Abstract
Autonomous cortisol secretion (ACS) is not uncommon in patients with primary aldosteronism (PA). However, the cardiovascular burden of ACS due to its dysregulated cortisol secretion remains poorly understood. Thus, we examined the effects of ACS on vascular calcification in a hyperaldosteronism environment in vitro and in vivo. A total of 339 patients with PA with adrenal incidentaloma and low-dose dexamethasone suppression test data (cutoff level: cortisol > 1.8 μg/dL) from a prospectively maintained database were enrolled; abdominal aortic calcification (AAC) scores were quantitatively estimated. Human aortic smooth muscle cells (HAOSMCs) were used as in vitro model of vascular calcification. In this study, 65 of the 339 patients with PA had ACS; 274 did not. Patients with PA/ACS had a higher AAC score (1171.0 ± 2434.0 vs. 489.5 ± 1085.3, P = 0.012) than patients without ACS. ACS was independently associated with AAC score (β = 0.139, P = 0.004) in multivariate analysis, and post-suppression cortisol level was significantly correlated with the AAC score (P = 0.004). In the HAOSMC model, co-treatment with cortisol synergistically stimulated alkaline phosphatase activity and calcium deposition in a hyperaldosteronism environment. The stimulatory effect of cortisol was abolished by the mineralocorticoid receptor (MR) antagonist eplerenone, but not glucocorticoid receptor antagonist mifepristone, indicating a MR-dependent mechanism. In conclusion, the presence of ACS is associated with heavier vascular calcification in patients with PA. Aldosterone and cortisol synergistically activate HAOSMC calcification via MR signaling, via a process that can be attenuated by eplerenone.
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Affiliation(s)
- Bo-Ching Lee
- Departments of Medical Imaging, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of National Taiwan University Hospital and Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Medical Imaging, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Chin-Chen Chang
- Departments of Medical Imaging, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Victor Jing-Wei Kang
- Departments of Medical Imaging, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Jia-Zheng Huang
- Departments of Medical Imaging, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Yu-Li Lin
- Department of Business Administration and Graduate School of Service Management, Chihlee University of Technology, New Taipei City, Taiwan, ROC
| | - Yi-Yao Chang
- Departments of National Taiwan University Hospital and Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan, ROC
| | - Cheng-Hsuan Tsai
- Departments of National Taiwan University Hospital and Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Zheng-Wei Chen
- Departments of National Taiwan University Hospital and Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Internal Medicine, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, HsinChu, Taiwan, ROC
| | - Chien-Ting Pan
- Departments of Internal Medicine, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Vin-Cent Wu
- Departments of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Primary Aldosteronism Center, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Chi-Sheng Hung
- Departments of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Departments of Cardiovascular Center, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Chia-Hung Chou
- Departments of Obstetrics and Gynecology, National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
| | - Yen-Hung Lin
- Department of Business Administration and Graduate School of Service Management, Chihlee University of Technology, New Taipei City, Taiwan, ROC.
- Departments of Internal Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
- Departments of Primary Aldosteronism Center, National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
- Departments of Cardiovascular Center, National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
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Lin NT, Chen TY, Wu XM, Chang YY, Tsai CH, Liao CW, Lai TS, Chang CC, Lee BC, Lu CC, Chueh JSC, Wu VC, Hung CS, Chen ZW, Lin YH. The relationship between tissue inhibitor of metalloproteinases-1 and KCNJ5 mutation in aldosterone-producing adenoma patients. Hypertens Res 2024:10.1038/s41440-024-02030-w. [PMID: 39690251 DOI: 10.1038/s41440-024-02030-w] [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: 08/30/2024] [Revised: 10/29/2024] [Accepted: 11/07/2024] [Indexed: 12/19/2024]
Abstract
KCNJ5 somatic mutations in aldosterone-producing adenoma (APA) are linked to higher left ventricular mass index (LVMI) and worse diastolic function. We previously identified an association between plasma tissue inhibitor of metalloproteinases-1 (TIMP-1) and an aldosterone-induced increase in LVMI and diastolic dysfunction. This study aimed to investigate the association between the presence of KCNJ5 somatic mutation and plasma TIMP-1 in APA patients. We enrolled 60 APA patients undergoing adrenalectomy, including 30 with KCNJ5 mutations (KCNJ5(+)) and 30 without (KCNJ5(-)). Clinical characteristics, echocardiographic data (including LVMI, inappropriately excessive LVMI (ieLVMI), and diastolic function) and plasma TIMP-1 levels were measured before surgery and 1 year postoperatively. The results showed that the KCNJ5(+) group had higher plasma TIMP-1 levels (P = 0.004) compared to the KCNJ5(-) group. The correlation between the KCNJ5 mutations and TIMP-1 levels remained significant after multiple regression analysis. To detect KCNJ5 mutations, receiver operating characteristic curve analysis showed TIMP-1 had the best area under the curve (AUC) value among various clinical parameters (AUC = 0.682, 95% confidence interval = 0.549-0.796, P = 0.008). Post-adrenalectomy, only the KCNJ5(+) group showed significant decrease in LVMI (P = 0.001) and log-transformed TIMP-1 levels (P = 0.035). Changes in ieLVMI before and after surgery were consistently correlated with changes in TIMP-1 levels in multivariable regression analysis. In conclusion, KCNJ5 somatic mutations in APA are associated with higher plasma TIMP-1 levels. In addition, TIMP-1 is an effective biomarker for detecting the presence of KCNJ5 mutations in APA patients.
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Affiliation(s)
- No-Ting Lin
- Department of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan, ROC
| | - Tsung-Yan Chen
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan, Taiwan, ROC
| | - Yi-Yao Chang
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan, ROC
- Graduate Institute of Medicine, Yuan Ze University, Taoyuan City, Taiwan, ROC
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Department of Medicine, National Taiwan University Cancer Center, Taipei, Taiwan, ROC
| | - Tai-Shuan Lai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Jeff Shih-Chieh Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Chi-Sheng Hung
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
| | - Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC.
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan, ROC.
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
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Kao TW, Chen JY, Liu JH, Tseng WH, Hsieh CC, Wu VC, Lin YH, Chen ZW. Diagnostic efficacy of aldosterone-to-renin ratio to screen primary aldosteronism in hypertension: a systemic review and meta-analysis. Ther Adv Endocrinol Metab 2024; 15:20420188241303429. [PMID: 39669529 PMCID: PMC11635879 DOI: 10.1177/20420188241303429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Accepted: 11/11/2024] [Indexed: 12/14/2024] Open
Abstract
Background The aldosterone-to-renin ratio (ARR) is commonly used for screening primary aldosteronism (PA) in patients with difficult-to-control hypertension. Various thresholds have been proposed for the confirmatory tests, leading to inconsistency in the results. Objectives This study aimed to elucidate the performance of ARR screening in hypertensive patients. Design Systemic review and meta-analysis. Data sources and methods PubMed, Embase, and the Cochrane Library were systematically searched from inception to January 2024. Studies that used the ARR to screen for PA and provided a comprehensive probability panel specifically focusing on hypertensive individuals were considered for enrollment. Pooled diagnostic efficacy was evaluated, and subgroup analyses and meta-regression were conducted based on different demographic and clinical parameters. Results Eighteen observational studies encompassing 7150 participants were included in the meta-analysis. The overall prevalence of PA in the hypertensive cohort was 15.2%, and pooled sensitivity and specificity were 81.6% and 93.3%, respectively, resulting in a diagnostic odds ratio of 62.0. Fagan's nomogram showed that a positive ARR increased the post-test probability to 80% from a pre-test probability of 25%. Summary receiver operating characteristic curve analysis revealed an area under the curve of 94.7%. Notably, analysis of variability demonstrated that the diagnostic performance was consistent across either ARR based on plasma renin activity or direct renin concentration, geographic region, sex, mean age, potassium level, and systolic blood pressure. Conclusion ARR was validated as a viable screening methodology for PA in hypertensive individuals. Moreover, its diagnostic efficacy remained unchanged across diverse clinical contexts. Future studies are warranted to refine ARR methodologies and enhance diagnostic accuracy. Trial registration PROSPERO ID number CRD42023493680. Infographics Performance of PA screening by ARR. ARR, aldosterone-to-renin ratio; BP, blood pressure; DRC, direct renin concentration; hsROC, hierarchical summary receiver operating characteristic; PA, primary aldosteronism; PRA, plasma renin activity.
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Affiliation(s)
- Ting-Wei Kao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jui-Yi Chen
- Division of Nephrology, Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Jung-Hua Liu
- Department of Communication, National Chung Cheng University, Chiayi, Taiwan
| | - Wen-Hsin Tseng
- Division of Urology, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Chih-Chia Hsieh
- Division of Urology, Department of Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Primary Aldosteronism Center of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, No. 579, Sec. 2, Yunlin Road, Douliu City, Yunlin 640, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
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Liu JH, Huang WC, Hu J, Hong N, Rhee Y, Li Q, Chen CM, Chueh JS, Lin YH, Wu VC. Validating Machine Learning Models Against the Saline Test Gold Standard for Primary Aldosteronism Diagnosis. JACC. ASIA 2024; 4:972-984. [PMID: 39802987 PMCID: PMC11712017 DOI: 10.1016/j.jacasi.2024.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 09/09/2024] [Indexed: 01/16/2025]
Abstract
Background In this study, we developed and validated machine learning models to predict primary aldosteronism (PA) in hypertensive East-Asian patients, comparing their performance against the traditional saline infusion test. The motivation for this development arises from the need to provide a more efficient and standardized diagnostic approach, because the saline infusion test, although considered a gold standard, is often cumbersome, is time-consuming, and lacks uniform protocols. By offering an alternative diagnostic method, this study seeks to enhance patient care through quicker and potentially more reliable PA detection. Objectives This study sought to both develop and evaluate the performance of machine learning models in detecting PA among hypertensive participants, in comparison to the standard saline loading test. Methods We used patient data from 3 distinct cohorts: TAIPAI (Taiwan Primary Aldosteronism Investigation), CONPASS (Chongqing Primary Aldosteronism Study), and a South Korean cohort. Random Forest's importance scores, XGBoost, and deep learning techniques are adopted to identify the most predictive features of primary aldosteronism. Results We present detailed results of the model's performance, including accuracy, sensitivity, and specificity. The Random Forest model achieved an accuracy of 0.673 (95% CI: 0.640-0.707), significantly outperforming the baseline models. Conclusions In our discussion, we address both the strengths and limitations of our study. Although the machine learning models demonstrated superior performance in predicting primary aldosteronism, the generalizability of these findings may be limited to East-Asian hypertensive populations. Future studies are needed to validate these models in diverse demographic settings to enhance their applicability.
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Affiliation(s)
- Jung-Hua Liu
- Department of Communication, National Chung Cheng University, Chiayi, Taiwan
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jinbo Hu
- Department of Endocrinology, the First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Namki Hong
- Division of Endocrinology and Metabolism, Yonsei University College of Medicine, Seoul, South Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seodaemun-gu, Seoul, South Korea
| | - Yumie Rhee
- Division of Endocrinology and Metabolism, Yonsei University College of Medicine, Seoul, South Korea
| | - Qifu Li
- Department of Endocrinology, the First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Chung-Ming Chen
- Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan
| | - Jeff S. Chueh
- Department of Urology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
- Primary Aldosteronism Center in National Taiwan University Hospital, TAIPAI (Taiwan Primary Aldosteronism Investigation) Study Group, Taiwan
| | - Vin-Cent Wu
- Primary Aldosteronism Center in National Taiwan University Hospital, TAIPAI (Taiwan Primary Aldosteronism Investigation) Study Group, Taiwan
- Division of Nephrology, Primary Aldosteronism Center of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
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8
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Chang YC, Wu XM, Chen TY, Chen UL, Liao CW, Lai TS, Chang CC, Lee BC, Yang FY, Chen ZW, Chang YY, Chueh JS, Wu VC, Tsai CH, Hung CS, Lin YH. Evaluating the effects of adrenalectomy and mineralocorticoid receptor antagonist on cardiac remodeling and diastolic function in patients with aldosterone-producing adenoma. Hypertens Res 2024:10.1038/s41440-024-01946-7. [PMID: 39448809 DOI: 10.1038/s41440-024-01946-7] [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: 08/28/2024] [Revised: 09/26/2024] [Accepted: 09/28/2024] [Indexed: 10/26/2024]
Abstract
Cardiac remodeling and diastolic dysfunction in patients with aldosterone-producing adenomas (APA) can be improved after adrenalectomy. However, the effect of mineralocorticoid receptor antagonist (MRA) treatment remains unclear. The aim of this study is to evaluate the effect of MRA on cardiac remodeling and diastolic dysfunction in patients with PA. We prospectively enrolled patients with APA from 1993 to 2023, who either received medical treatment with MRAs or underwent adrenalectomy. Biochemical characteristics and echocardiographic findings were collected at baseline and one year after treatment. Propensity score matching was conducted based on baseline biochemical characteristics, left ventricular mass index (LVMI), and diastolic function. A total of 467 APA patients were enrolled in the study. After propensity score matching, 159 patients who underwent adrenalectomy were matched with 159 patients who received MRAs. After therapy, patients who received MRAs showed significant improvement in diastolic function after one year of treatment but not LVMI. Compared to the MRA group, the adrenalectomy group had greater improvement in systolic blood pressure, plasma aldosterone concentration, plasma renin activity, aldosterone-to-renin ratio, and LVMI. In multivariable regression analysis, pretreatment echocardiographic values were significantly associated with changes in both LVMI and E/e', while the treatment strategy showed a significant association with changes in LVMI. Thus, one year after therapy, both adrenalectomy and MRA are effective in improving diastolic function in patients with APA. However, adrenalectomy is more effective than MRA treatment in reversing cardiac remodeling in patients with APA.
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Affiliation(s)
- Yu-Ching Chang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan, Taiwan
| | - Tsung-Yan Chen
- Division of Cardiology, Department of Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
| | - Uei-Lin Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, Taoyuan Min Sheng General Hospital, Taoyuan, Taiwan
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Tai-Shuan Lai
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Fang-Yu Yang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Yi-Yao Chang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Cheng-Hsuan Tsai
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan.
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan.
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
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9
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Lee BC, Chang YL, Chen PT, Liu LW, Liu KL, Chang CC, Wu VC, Lin YH. Myosteatosis and sarcopenia are linked to autonomous cortisol secretion in patients with aldosterone-producing adenomas. Hypertens Res 2024:10.1038/s41440-024-01933-y. [PMID: 39397110 DOI: 10.1038/s41440-024-01933-y] [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: 06/18/2024] [Revised: 09/05/2024] [Accepted: 09/14/2024] [Indexed: 10/15/2024]
Abstract
Patients with adrenal aldosterone-producing adenomas (APA) face elevated cardiovascular risks, especially when cortisol is co-secreted, yet the impact on muscle health remains unclear. Myosteatosis, characterized by fatty infiltration into muscles, is linked to cardiometabolic diseases and decreased survival. We aimed to investigate the association between autonomous cortisol secretion (ACS) in APA and muscle quantity and quality. In this study, we analyzed data from 228 APA patients undergoing laparoscopic adrenalectomy between 2009 and 2024, assessing muscle composition via computed tomography. Intermuscular adipose tissue (IMAT), skeletal muscle area and density, visceral and subcutaneous adipose tissue area at L3 were measured. Comparisons were made between ACS and non-ACS groups. We found that among 228 patients, 76 (33.3%) had ACS. Those with ACS exhibited significantly higher IMAT area (P = 0.042) and lower skeletal muscle area (P = 0.002) and density (P < 0.001). Multivariable regression confirmed ACS positively associated with IMAT area and negatively associated with skeletal muscle area and density. At 1-year follow-up, ACS patients (n = 15) experienced decreased IMAT area (P = 0.001) and increased skeletal muscle area (P = 0.031) post-adrenalectomy, while those without ACS (n = 29) showed no IMAT change but increased visceral (P < 0.001) and subcutaneous (P = 0.008) adipose tissue area. In summary, myosteatosis and sarcopenia are linked to ACS in APA patients, and these parameters improve following adrenalectomy.
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Affiliation(s)
- Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yu-Ling Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Po-Ting Chen
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Li-Wen Liu
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kao-Lang Liu
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
- Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
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10
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Ichijo T. Historical changes in the clinical features of primary aldosteronism. Hypertens Res 2024; 47:2926-2929. [PMID: 39117950 DOI: 10.1038/s41440-024-01819-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/26/2024] [Accepted: 06/29/2024] [Indexed: 08/10/2024]
Affiliation(s)
- Takamasa Ichijo
- The Department of Diabetes and Endocrinology, Saiseikai Yokohamashi Tobu Hospital, Yokohama, Japan.
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Kato H, Kitamoto T, Kimura S, Sunouchi T, Hoshino Y, Hidaka N, Tsurutani Y, Ito N, Makita N, Nishikawa T, Nangaku M, Inoue K. Cardiovascular Outcomes of KCNJ5 Mutated Aldosterone-Producing Adenoma: A Systematic Review. Endocr Pract 2024; 30:670-678. [PMID: 38657793 DOI: 10.1016/j.eprac.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/29/2024] [Accepted: 04/17/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND While clinical features of KCNJ5-mutated aldosterone-producing adenoma (APA) have been reported, evidence of its clinical outcomes is lacking. We aimed to synthesize available literature about the associations between KCNJ5 mutation with cardiovascular and metabolic outcomes among patients with APA. METHODS In this systematic review of observational studies, MEDLINE and Embase were searched through August 2022. Two independent authors screened the search results and extracted data from eligible observational studies investigating cardiovascular or metabolic outcomes between KCNJ5-mutated APAs and KCNJ5-non-mutated APAs. Risk of Bias In Non-randomized Studies of Interventions was used to assess the quality of the included studies. RESULTS A total of 573 titles/abstracts were screened and after the expert opinion of the literature, full text was read in 20 titles/abstracts, of which 12 studies were included. Across 3 studies comparing the baseline or change in the cardiac function between KCNJ5-mutated APAs and KCNJ5-non-mutated APAs, all studies reported the association between impaired cardiac functions and KCNJ5 mutation status. Among 6 studies evaluating the cure of hypertension after surgery, all studies showed that KCNJ5 mutation was significantly associated with the cure of hypertension. In quality assessment, 7 studies were at serious risk of bias, while the remaining studies were at moderate risk of bias. CONCLUSIONS This systematic review provided evidence of the significant association between KCNJ5 mutation and unfavorable cardiovascular outcomes in patients with primary aldosteronism. Further research is needed to improve the quality of evidence on this topic and elucidate the underlying mechanisms of the potential burden of KCNJ5 mutation.
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Affiliation(s)
- Hajime Kato
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan.
| | - Takumi Kitamoto
- Department of Endocrinology, Hematology and Gerontology, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Soichiro Kimura
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Takashi Sunouchi
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Yoshitomo Hoshino
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Naoko Hidaka
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Yuya Tsurutani
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Nobuaki Ito
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Noriko Makita
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Tetsuo Nishikawa
- Endocrinology and Diabetes Center, Yokohama Rosai Hospital, Yokohama, Japan
| | - Masaomi Nangaku
- Division of Nephrology and Endocrinology, The University of Tokyo Hospital, Tokyo, Japan
| | - Kosuke Inoue
- Department of Social Epidemiology, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Hakubi Center, Kyoto University, Kyoto, Japan
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12
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Liu C, Zheng F, Zhang X, Pan J, Ding W, Tian X. Selective venous sampling for secondary hypertension. Hypertens Res 2024; 47:1766-1778. [PMID: 38750220 DOI: 10.1038/s41440-024-01699-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 03/19/2024] [Accepted: 04/02/2024] [Indexed: 07/06/2024]
Abstract
Selective venous sampling (SVS), an invasive radiographic procedure that depends on contrast media, holds a unique role in diagnosing and guiding the treatment of certain types of secondary hypertension, particularly in patients who may be candidates for curative surgery. The adrenal venous sampling (AVS), in particular, is established as the gold standard for localizing and subtyping primary aldosteronism (PA). Throughout decades of clinical practice, AVS could be applied not only to PA but also to other endocrine diseases, such as adrenal Cushing syndrome (ACS) and Pheochromocytomas (PCCs). Notably, the application of AVS in ACS and PCCs remains less recognized compared to PA, with the low success rate of catheterization, the controversy of results interpretation, and the absence of a standardized protocol. Additionally, the AVS procedure necessitates enhancements to boost its success rate, with several helpful but imperfect methods emerging, yet continued exploration remains essential. We also observed renal venous sampling (RVS), an operation akin to AVS in principle, serves as an effective means of diagnosing renin-dependent hypertension, aiding in the identification of precise sources of renin excess and helping the selection of surgical candidates with renin angiotensin aldosterone system (RAAS) abnormal activation. Nonetheless, further basic and clinical research is needed. Selective venous sampling (SVS) can be used in identifying cases of secondary hypertension that are curable by surgical intervention. Adrenal venous sampling (AVS) and aldosterone measurement for classificatory diagnosis of primary aldosteronism (PA) are established worldwide. While its primary application is for PA, AVS also holds the potential for diagnosing other endocrine disorders, including adrenal Cushing's syndrome (ACS) and pheochromocytomas (PCCs) through the measurements of cortisol and catecholamine respectively. In addition, renal venous sampling and renin measurement can help to diagnose renovascular hypertension and reninoma.
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Affiliation(s)
- Chang Liu
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China
| | - Fei Zheng
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China
| | - Xinyu Zhang
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China
| | - Jinyu Pan
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China
| | - Wenyuan Ding
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China
| | - Xiuqing Tian
- Department of Cardiology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, 16766 Jingshi Road, 250014, Jinan City, China.
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Chen PT, Li PY, Liu KL, Wu VC, Lin YH, Chueh JS, Chen CM, Chang CC. Machine Learning Model with Computed Tomography Radiomics and Clinicobiochemical Characteristics Predict the Subtypes of Patients with Primary Aldosteronism. Acad Radiol 2024; 31:1818-1827. [PMID: 38042624 DOI: 10.1016/j.acra.2023.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 10/04/2023] [Accepted: 10/05/2023] [Indexed: 12/04/2023]
Abstract
RATIONALE AND OBJECTIVES Adrenal venous sampling (AVS) is the primary method for differentiating between primary aldosterone (PA) subtypes. The aim of study is to develop prediction models for subtyping of patients with PA using computed tomography (CT) radiomics and clinicobiochemical characteristics associated with PA. MATERIALS AND METHODS This study retrospectively enrolled 158 patients with PA who underwent AVS between January 2014 and March 2021. Neural network machine learning models were developed using a two-stage analysis of triple-phase abdominal CT and clinicobiochemical characteristics. In the first stage, the models were constructed to classify unilateral or bilateral PA; in the second stage, they were designed to determine the predominant side in patients with unilateral PA. The final proposed model combined the best-performing models from both stages. The model's performance was evaluated using repeated stratified five-fold cross-validation. We employed paired t-tests to compare its performance with the conventional imaging evaluations made by radiologists, which categorize patients as either having bilateral PA or unilateral PA on one side. RESULTS In the first stage, the integrated model that combines CT radiomic and clinicobiochemical characteristics exhibited the highest performance, surpassing both the radiomic-alone and clinicobiochemical-alone models. It achieved an accuracy and F1 score of 80.6% ± 3.0% and 74.8% ± 5.2% (area under the receiver operating curve [AUC] = 0.778 ± 0.050). In the second stage, the accuracy and F1 score of the radiomic-based model were 88% ± 4.9% and 81.9% ± 6.2% (AUC=0.831 ± 0.087). The proposed model achieved an accuracy and F1 score of 77.5% ± 3.9% and 70.5% ± 7.1% (AUC=0.771 ± 0.046) in subtype diagnosis and lateralization, surpassing the accuracy and F1 score achieved by radiologists' evaluation (p < .05). CONCLUSION The proposed machine learning model can predict the subtypes and lateralization of PA. It yields superior results compared to conventional imaging evaluation and has potential to supplement the diagnostic process in PA.
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Affiliation(s)
- Po-Ting Chen
- Institute of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan (P.T.C, P.Y.L., C.M.C.); Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan (P.T.C., K.L.L., C.C.C.); Department of Medical Imaging, National Taiwan University Cancer Center and National Taiwan University College of Medicine, Taipei, Taiwan (P.T.C., K.L.L.); Department of Medical Imaging, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan (P.T.C.)
| | - Pei-Yan Li
- Institute of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan (P.T.C, P.Y.L., C.M.C.)
| | - Kao-Lang Liu
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan (P.T.C., K.L.L., C.C.C.); Department of Medical Imaging, National Taiwan University Cancer Center and National Taiwan University College of Medicine, Taipei, Taiwan (P.T.C., K.L.L.)
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan (V.C.W.)
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan (Y.H.L.)
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan (J.S.C.)
| | - Chung-Ming Chen
- Institute of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan (P.T.C, P.Y.L., C.M.C.)
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan (P.T.C., K.L.L., C.C.C.).
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Ho WY, Hsiao CC, Wu PH, Chen JY, Tu YK, Wu VC, Chen JJ. Comparison of different medical treatments for primary hyperaldosteronism: a systematic review and network meta-analysis. Ther Adv Chronic Dis 2024; 15:20406223241239775. [PMID: 38511069 PMCID: PMC10953100 DOI: 10.1177/20406223241239775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 02/28/2024] [Indexed: 03/22/2024] Open
Abstract
Background The effectiveness and side effects between different medical treatments in patients with primary hyperaldosteronism have not been systematically studied. Objective To analyze the efficacy between different mineralocorticoid receptor antagonists (MRAs) and epithelial sodium channel (ENaC) inhibitors in a network meta-analysis (NMA) framework, while also evaluating adverse events. Design Systematic review and NMA. Data sources and methods The systematic review and NMA was reported according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. PubMed, MEDLINE, the Cochrane library, and Excerpta Medica database (EMBASE) were searched for randomized controlled trials (RCTs) involving adult patients with primary hyperaldosteronism until 23 June 2023. Studies that compared the efficacy and side effects of different medical treatments of primary hyperaldosteronism were included. The primary outcomes included the effect on blood pressure, serum potassium, and major adverse cardiovascular events. The secondary outcomes were adverse events related to MRAs (hyperkalemia and gynecomastia). Frequentist NMA and pairwise meta-analysis were conducted. Results A total of 5 RCTs comprising 392 participants were included. Eplerenone, esaxerenone, and amiloride were compared to spironolactone and demonstrated comparable effect on the reduction of systolic blood pressure. In comparison to spironolactone, eplerenone exhibited a less pronounced effect on reducing diastolic blood pressure [-4.63 mmHg; 95% confidence interval (CI): -8.87 to -0.40 mmHg] and correcting serum potassium (-0.2 mg/dL; 95% CI: -0.37 to -0.03 mg/dL). Spironolactone presented a higher risk of gynecomastia compared with eplerenone (relative risk: 4.69; 95% CI: 3.58-6.14). Conclusion The present NMA indicated that the blood pressure reduction and potassium-correcting effects of the three MRAs may demonstrate marginal differences, with confidence levels in the evidence being very low. Therefore, further research is needed to explore the efficacy of these MRAs, especially regarding their impact on mortality and cardiovascular outcomes. Trial registration PROSPERO (CRD: 42023446811).
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Affiliation(s)
- Wen-Yu Ho
- Department of Nephrology, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ching-Chung Hsiao
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Nephrology, New Taipei Municipal Tucheng Hospital, New Taipei, Taiwan
| | - Ping-Hsun Wu
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jui-Yi Chen
- Division of Nephrology, Department of Internal Medicine, Chi-Mei Medical Center, Tainan, Taiwan
- Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan, Taiwan
| | - Yu-Kang Tu
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
- Taiwan Primary Aldosteronism Investigators Group, Taipei, Taiwan
| | - Jia-Jin Chen
- Department of Nephrology, Linkou Chang Gung Memorial Hospital, No. 5, Fuxing Street, Guishan Dist., Taoyuan 33305, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
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15
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Chen ZW, Liao CW, Pan CT, Tsai CH, Chang YY, Chang CC, Lee BC, Chiu YW, Huang WC, Lai TS, Lu CC, Chueh JS, Wu VC, Hung CS, Lin YH. Reversal of arterial stiffness in medically and surgically treated unilateral primary aldosteronism. J Hypertens 2024; 42:538-545. [PMID: 38088428 DOI: 10.1097/hjh.0000000000003631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
OBJECTIVE Hyperaldosteronism has adverse effects on cardiovascular structure and function. Laparoscopic adrenalectomy is the gold standard for patients with unilateral primary aldosteronism. For unilateral primary aldosteronism patients unable or unwilling to undergo surgery, the effects of mineralocorticoid receptor antagonists (MRAs) on the reversibility of arterial stiffness and other clinical data remain unclear. We aimed to compare the reversibility of arterial stiffness using pulse wave velocity (PWV) and other clinical parameters between surgically and medically treated unilateral primary aldosteronism patients. METHODS We prospectively enrolled 306 unilateral primary aldosteronism patients, of whom 247 received adrenalectomy and 59 received medical treatment with MRAs. Detailed medical history, basic biochemistry and PWV data were collected in both groups before treatment and 1 year after treatment. After propensity score matching (PSM) for age, sex, SBP and DBPs, 149 patients receiving adrenalectomy and 54 patients receiving MRAs were included for further analysis. RESULTS After PSM, the patients receiving adrenalectomy had a greater reduction in blood pressure, increase in serum potassium, and change in PWV (ΔPWV, -53 ± 113 vs. -10 ± 140 cm/s, P = 0.028) than those receiving MRAs 1 year after treatment. Multivariable regression analysis further identified that surgery (compared with MRA treatment), baseline PWV, baseline DBP, the change in DBP and the use of diuretics were independently correlated with ΔPWV. CONCLUSION Adrenalectomy is superior to MRA treatment with regards to vascular remodeling when treating unilateral primary aldosteronism patients.
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Affiliation(s)
- Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
- Department of Medicine, National Taiwan University Cancer Center, Taipei
| | - Chien-Ting Pan
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University
| | - Yi-Yao Chang
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City
- Graduate Institute of Medicine, Yuan Ze University, Taoyuan City
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Yu-Wei Chiu
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan City
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital
| | - Tai-Shuan Lai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Chi-Sheng Hung
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
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16
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Lee BC, Tsai HH, Chen ZW, Chang CC, Huang JZ, Chang YY, Tsai CH, Chou CH, Liao CW, Pan CT, Wu VC, Hung CS, Tsai LK, Lin YH. Aldosteronism is associated with more severe cerebral small vessel disease in hypertensive intracerebral hemorrhage. Hypertens Res 2024; 47:608-617. [PMID: 37993592 DOI: 10.1038/s41440-023-01458-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 09/06/2023] [Accepted: 09/07/2023] [Indexed: 11/24/2023]
Abstract
Primary aldosteronism is associated with various types of cardiovascular and cerebrovascular damage independently of hypertension. Although chronic hypertension and related cerebral arteriosclerosis are the main risk factors for intracerebral hemorrhage, the effects of aldosteronism remain poorly understood. We enrolled 90 survivors of hypertensive intracerebral hemorrhage, 21 of them with aldosteronism and 69 with essential hypertension as controls in this study. Clinical parameters and neuroimaging markers of cerebral small vessel disease were recorded, and its correlations with aldosteronism were investigated. Our results showed that the aldosteronism group (55.2 ± 9.7 years, male 47.6%) had similar hypertension severity but exhibited a higher cerebral microbleed count (interquartile range) (8.5 [2.0‒25.8] vs 3 [1.0‒6.0], P = 0.005) and higher severity of dilated perivascular space in the basal ganglia (severe perivascular space [number >20], 52.4% vs. 24.6%, P = 0.029; large perivascular space [>3 mm], 52.4% vs. 20.3%, P = 0.010), compared to those with essential hypertension (53.8 ± 11.7 years, male 73.9%). In multivariate models, aldosteronism remained an independent predictor of a higher (>10) microbleed count (odds ratio = 8.60, P = 0.004), severe perivascular space (odds ratio = 4.00, P = 0.038); the aldosterone-to-renin ratio was associated with dilated perivascular space (P = 0.043) and large perivascular space (P = 0.008). In conclusions, survivors of intracerebral hemorrhage with aldosteronism showed a tendency towards more severe hypertensive arteriopathy than the essential hypertension counterparts independently of blood pressure; aldosteronism may contribute to dilated perivascular space around the deep perforating arteries. Aldosteronism is associated with more severe cerebral small vessel disease in hypertensive intracerebral hemorrhage.
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Affiliation(s)
- Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Department of Medical Imaging, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Hsin-Hsi Tsai
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Zheng-Wei Chen
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Jia-Zheng Huang
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Yi-Yao Chang
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan, ROC
| | - Cheng-Hsuan Tsai
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Chia-Hung Chou
- Department of Obstetrics and Gynecology, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, HsinChu, Taiwan, ROC
- National Taiwan University Cancer Center, Taipei, Taiwan, ROC
| | - Chien-Ting Pan
- Department of Internal Medicine, National Taiwan University Hospital Yun-lin Branch, Douliu, Taiwan, ROC
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Chi-Sheng Hung
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Li-Kai Tsai
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan, ROC.
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC.
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan, ROC.
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17
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Lu JY, Chang YY, Lee TW, Wu MH, Chen ZW, Huang YT, Lai TS, Er LK, Lin YH, Wu VC, Cheng HM, Kao HL, Jia-Yin Hou C, Wu KD, Chen ST, Liu FH. How should anti-hypertensive medications be adjusted before screening for primary aldosteronism? J Formos Med Assoc 2024; 123 Suppl 2:S91-S97. [PMID: 37291044 DOI: 10.1016/j.jfma.2023.05.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/17/2023] [Accepted: 05/21/2023] [Indexed: 06/10/2023] Open
Abstract
Anti-hypertensive medications may affect plasma renin activity and/or plasma aldosterone concentration, misleading the interpretation of the aldosterone-to-renin ratio when screening for primary aldosteronism. The Task Force of Taiwan PA recommends that, when necessary, using α-adrenergic receptor blocking agents, centrally acting α-adrenergic agonists, and/or non-dihydropyridine calcium channel blockers should be considered to control blood pressure before screening for PA. We recommend temporarily holding β-adrenergic receptor blocking agents, mineralocorticoid receptor antagonists, dihydropyridine calcium channel blockers, angiotensin-converting enzyme inhibitors, angiotensin II receptor blockers, and all diuretics before screening for PA. Further large-scale randomized controlled studies are required to confirm the recommendations.
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Affiliation(s)
- Jin-Ying Lu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Yi-Yao Chang
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan.
| | - Ting-Wei Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Division of Endocrinology and Metabolism, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.
| | - Ming-Hsien Wu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Taoyuan City, Taiwan; Division of Endocrinology and Metabolism, Department of Internal Medicine, New Taipei Municipal TuCheng Hospital (built and Operated by Chang Gung Medical Foundation), New Taipei City, Taiwan.
| | - Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan.
| | - Yen-Ta Huang
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Tai-Shuan Lai
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan.
| | - Leay Kiaw Er
- The Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan; School of Medicine, Tzu-Chi University, Hualien, Taiwan.
| | - Yen-Hung Lin
- Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan; Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan.
| | - Hao-Min Cheng
- Department of Medicine, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan; Institute of Public Health, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan; Center for Evidence-based Medicine, Taipei Veterans General Hospital, Taiwan.
| | - Hsien-Li Kao
- Division of Cardiology, Department of Internal Medicine and Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan.
| | | | - Kwan-Dun Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Szu-Tah Chen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan, Taiwan.
| | - Feng-Hsuan Liu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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18
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Primary aldosteronism: It's time to become reacquainted with this familiar stranger. J Formos Med Assoc 2024; 123 Suppl 2:S77-S78. [PMID: 38350830 DOI: 10.1016/j.jfma.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
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19
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Huang CW, Tu KH, Fan KC, Tsai CH, Wang WT, Wang SY, Wu CY, Hu YH, Huang SH, Liu HW, Tseng FY, Wu WC, Chang CC, Lin YH, Wu VC, Hwu CM. The role of confirmatory tests in the diagnosis of primary aldosteronism. J Formos Med Assoc 2024; 123 Suppl 2:S104-S113. [PMID: 37173227 DOI: 10.1016/j.jfma.2023.04.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/22/2023] [Accepted: 04/25/2023] [Indexed: 05/15/2023] Open
Abstract
Confirmatory tests for diagnosis of primary aldosteronism (PA) play an important role in sparing patients with a false-positive aldosterone-to-renin ratio (ARR) screening test from undergoing invasive subtyping procedures. We recommend that patients with a positive ARR test should undergo at least one confirmatory test to confirm or exclude the diagnosis of PA before directly proceeding to subtype studies, except for patients with significant PA phenotypes, including spontaneous hypokalemia, plasma aldosterone concentration >20 ng/dL plus plasma renin activity below a detectable level. Although a gold standard confirmatory test has not been identified, we recommend that saline infusion test and captopril challenge test, which were widely used in Taiwan. Patients with PA have been reported to have a higher prevalence of concurrent autonomous cortisol secretion (ACS). ACS is a biochemical condition of mild cortisol overproduction from adrenal lesions, but without the typical clinical features of overt Cushing's syndrome. Concurrent ACS may result in incorrect interpretation of adrenal venous sampling (AVS) and may lead to adrenal insufficiency after adrenalectomy. We recommend screening for ACS in patients with PA scheduled for AVS examinations as well as for adrenalectomy. We recommend the 1-mg overnight dexamethasone suppression test as screening method to detect ACS.
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Affiliation(s)
- Chien-Wei Huang
- Division of Nephrology, Department of Medicine, Kaohsiung Veterans General Hospital, National Yang Ming Chiao Tung University, School of Medicine, Taiwan; Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Kun-Hua Tu
- Kidney Research Center, Department of Nephrology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kang-Chih Fan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Cheng-Hsuan Tsai
- Division of Cardiology, Department of Internal Medicine and Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Ting Wang
- Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Faculty of Medicine, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan
| | - Shu-Yi Wang
- Division of Endocrinology & Metabolism, Department of Internal Medicine, Changhua Christian Hospital, Changhua, Taiwan
| | - Chun-Yi Wu
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Ya-Hui Hu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Tzu Chi Hospital, The Buddhist Medical Foundation, Taiwan
| | - Shu-Heng Huang
- Division of Endocrinology & Metabolism, Department of Internal Medicine, Kaohsiung Medical University Chung-Ho Memorial Hospital, Kaohsiung, Taiwan
| | - Han-Wen Liu
- Division of Endocrinology & Metabolism, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Fen-Yu Tseng
- Division of Endocrinology & Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wan-Chen Wu
- Division of Endocrinology & Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine and Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan; Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan; Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chii-Min Hwu
- Faculty of Medicine, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan; Section of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
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20
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Chen ZW, Wu VC, Huang YT, Lin YH. From science to practice: Development of evidence-based guidelines for primary aldosteronism. J Formos Med Assoc 2024; 123 Suppl 2:S79-S81. [PMID: 37385932 DOI: 10.1016/j.jfma.2023.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/19/2023] [Accepted: 06/15/2023] [Indexed: 07/01/2023] Open
Affiliation(s)
- Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yen-Ta Huang
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Taiwan Society of Aldosteronism, Taiwan.
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21
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Yang YH, Chang YL, Lee BC, Lu CC, Wang WT, Hu YH, Liu HW, Lin YH, Chang CC, Wu WC, Tseng FY, Lin YH, Wu VC, Hwu CM. Strategies for subtyping primary aldosteronism. J Formos Med Assoc 2024; 123 Suppl 2:S114-S124. [PMID: 37202237 DOI: 10.1016/j.jfma.2023.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/26/2023] [Accepted: 05/04/2023] [Indexed: 05/20/2023] Open
Abstract
Adrenal venous sampling (AVS) is a crucial method for the lateralization of primary aldosteronism (PA). It is advised to halt the use of the patient's antihypertensive medications and correct hypokalemia prior to undergoing AVS. Hospitals equipped to conduct AVS should establish their own diagnostic criteria based on current guidelines. If the patient's antihypertensive medications cannot be discontinued, AVS can be performed as long as the serum renin level is suppressed. The Task Force of Taiwan PA recommends using a combination of adrenocorticotropic hormone stimulation, quick cortisol assay, and C-arm cone-beam computed tomography to maximize the success of AVS and minimize errors by using the simultaneous sampling technique. If AVS is not successful, an NP-59 (131 I-6-β-iodomethyl-19-norcholesterol) scan can be used as an alternative method to lateralize PA. We depicted the details of the lateralization procedures (mainly AVS, and alternatively NP-59) and their tips and tricks for confirmed PA patients who would consider to undergo surgical treatment (unilateral adrenalectomy) if the subtyping shows unilateral disease.
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Affiliation(s)
- Yun-Hsuan Yang
- Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, Taiwan
| | - Yu-Ling Chang
- Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, Taiwan
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Ting Wang
- Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Faculty of Medicine, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan
| | - Ya-Hui Hu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Tzu Chi Hospital, The Buddhist Medical Foundation, Taipei, Taiwan
| | - Han-Wen Liu
- Division of Endocrine and Metabolism, Taipei Medical University-Wan Fang Hospital, Taipei, Taiwan
| | - Yung-Hsiang Lin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, Taiwan; Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.
| | - Wan-Chen Wu
- Division of Endocrinology & Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Fen-Yu Tseng
- Division of Endocrinology & Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine and Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan; Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan; Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chii-Min Hwu
- Faculty of Medicine, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan; Section of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
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22
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Lin CH, Lin CH, Chung MC, Hung CS, Tseng FY, Er LK, Jia-Yin Hou C, Lin YH, Wu VC, Cheng HM, Kao HL, Wu KD, Lai TS. Aldosterone-to-renin ratio (ARR) as a screening tool for primary aldosteronism (PA). J Formos Med Assoc 2024; 123 Suppl 2:S98-S103. [PMID: 37173226 DOI: 10.1016/j.jfma.2023.04.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/16/2023] [Accepted: 04/23/2023] [Indexed: 05/15/2023] Open
Abstract
The aldosterone-to-renin ratio (ARR) is the standard screening test for primary aldosteronism (PA). Because of the poor reproducibility of the ARR, repeat testing is recommended if the result is not compatible with the clinical condition. Various methods to measure renin are used in different hospitals in Taiwan, and the ARR cutoff values also differ among laboratories. The Task Force of Taiwan PA recommend using plasma renin activity (PRA) to calculate ARR instead of direct renin concentration (DRC) unless PRA is unavailable, because PRA is widely used in international guidelines and most studies.
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Affiliation(s)
- Chia-Hung Lin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan; Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ching-Han Lin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Mu-Chi Chung
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Fen-Yu Tseng
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Medical Education, National Taiwan University Hospital, Hsin-Chu Branch, Hsin-Chu, Taiwan
| | - Leay Kiaw Er
- Division of Endocrinology, Department of Internal Medicine, Taipei Tzu-Chi Hospital, Buddhist Tzu-Chi Medical Foundation, New Taipei City, Taiwan; School of Medicine, Tzu-Chi University, Hualien, Taiwan
| | | | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Primary Aldosteronism Center at National Taiwan University Hospital, Taiwan
| | - Vin-Cent Wu
- Primary Aldosteronism Center at National Taiwan University Hospital, Taiwan; Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hao-Min Cheng
- Ph.D. Program of Interdisciplinary Medicine (PIM), National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan; Division of Faculty Development, Taipei Veterans General Hospital, Taiwan; Center for Evidence-based Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Public Health, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan; Institute of Health and Welfare Policy, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
| | - Hsien-Li Kao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Kwan-Dun Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Tai-Shuan Lai
- Primary Aldosteronism Center at National Taiwan University Hospital, Taiwan; Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
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Pan LH, Chen YY, Pan CT, Hsu CY, Tseng CS, Yen IW, Chan CK, Lin LY. Follow-up care and assessment of comorbidities and complications in patients with primary aldosteronism: The clinical practice guideline of the Taiwan Society of aldosteronism. J Formos Med Assoc 2024; 123 Suppl 2:S141-S152. [PMID: 37620221 DOI: 10.1016/j.jfma.2023.08.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 05/20/2023] [Accepted: 08/08/2023] [Indexed: 08/26/2023] Open
Abstract
Primary aldosteronism (PA) is the most common form of endocrine hypertension, characterized by excess aldosterone production that leads to an increased risk of cardiovascular events and target organ damage. Both adrenalectomy and medical treatment have shown efficacy in improving clinical outcomes and comorbidities associated with PA, including a specific subtype of PA with autonomous cortisol secretion (ACS). Understanding the comorbidities of PA and establishing appropriate follow-up protocols after treatment are crucial for physicians to enhance morbidity and mortality outcomes in patients with PA. Additionally, the screening for hypercortisolism prior to surgery is essential, as the prognosis of patients with coexisting PA and ACS differs from those with PA alone. In this review, we comprehensively summarize the comorbidities of PA, encompassing cardiovascular, renal, and metabolic complications. We also discuss various post-treatment outcomes and provide insights into the strategy for glucocorticoid replacement in patients with overt or subclinical hypercortisolism. This clinical practice guideline aims to equip medical professionals with up-to-date information on managing concurrent hypercortisolism, assessing treatment outcomes, and addressing comorbidities in patients with PA, thereby improving follow-up care.
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Affiliation(s)
- Li-Hsin Pan
- Division of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ying-Ying Chen
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
| | - Chien-Ting Pan
- Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin Branch, Taiwan
| | - Chih-Yao Hsu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Chi-Shin Tseng
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - I-Weng Yen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Chieh-Kai Chan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Taiwan
| | - Liang-Yu Lin
- Division of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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Lai CF, Lin YH, Huang KH, Chueh JS, Wu VC. Kidney function predicts new-onset cardiorenal events and mortality in primary aldosteronism: approach of the 2021 race-free eGFR equation. Hypertens Res 2024; 47:233-244. [PMID: 37714953 DOI: 10.1038/s41440-023-01400-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/23/2023] [Accepted: 07/31/2023] [Indexed: 09/17/2023]
Abstract
Individuals with primary aldosteronism (PA) exhibit glomerular hyperfiltration, which may conceal underlying kidney damage. This observational cohort study enrolled 760 coronary artery disease-naive patients diagnosed with PA between January 1, 2007 and December 31, 2018 (male, 45%; mean age, 52.3 ± 11.9 years). The baseline estimated glomerular filtration rate (eGFR) was calculated using the 2021 Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation, which includes serum creatinine and cystatin C but omits the race variable. During a mean follow-up of 5.8 ± 3.2 years, new-onset composite cardiovascular events (total death, non-fatal myocardial infarction, and coronary revascularization procedure) occurred at a crude incidence rate of 10.9 per 1,000 person-years. Multivariable Cox proportional hazards analysis showed that baseline eGFR was independently associated with composite cardiovascular events (hazard ratio [HR], 0.98 [95% CI, 0.97-0.99]). Penalized splines smoothing in multivariable regression analysis demonstrated that the risk of composite cardiovascular events increased negatively and linearly when patients had a baseline eGFR less than 85 mL/min/1.73 m2. Patients with baseline eGFR <85 mL/min/1.73 m2 were independently associated with higher risks of composite cardiovascular events (HR, 2.39 [95% CI, 1.16-4.93]), all-cause mortality (HR, 4.63 [95% CI, 1.59-13.46]), and adverse kidney events (sub-distribution HR, 5.96 [95% CI, 3.69-9.62], with mortality as a competing risk). Our data support baseline eGFR as a predictor for new-onset adverse cardiorenal events and emphasizes the importance of the early detection of kidney function impairment in hypertensive patients with PA. We also firstly validate the 2021 race-free CKD-EPI eGFR equation in Asian patents with PA. Even with the glomerular hyperfiltration phenomenon, baseline eGFR in patients with primary aldosteronism is associated with subsequent cardiorenal outcomes. The results also firstly point to the validity of the 2021 race-free CKD-EPI eGFR equation in healthcare and clinical decision-making.
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Affiliation(s)
- Chun-Fu Lai
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Primary Aldosteronism Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Kuo-How Huang
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Vin-Cent Wu
- Renal Division, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
- Primary Aldosteronism Center, National Taiwan University Hospital, Taipei, Taiwan.
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Kao TW, Liao CW, Tsai CH, Chang YY, Pan CT, Chang CC, Lee BC, Huang WC, Huang KH, Lu CC, Lai TS, Chan CK, Chueh JS, Wu VC, Hung CS, Chen ZW, Lin YH. Synergistic effect of albuminuria on atherosclerosis in patients with primary aldosteronism. Ther Adv Chronic Dis 2023; 14:20406223231210114. [PMID: 38362007 PMCID: PMC10867404 DOI: 10.1177/20406223231210114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 10/10/2023] [Indexed: 02/17/2024] Open
Abstract
Background Primary aldosteronism (PA) has been associated with atherosclerosis beyond the extent of essential hypertension, but the impact of albuminuria remains unknown. Objective To investigate the effect of concomitant albuminuria on arterial stiffness in PA. Design Prospective cohort study. Methods A prospective cohort study was conducted to evaluate the association of albuminuria (>30 mg/g in morning spot urine) with arterial stiffness, as measured non-invasively by pulse wave velocity (PWV) in patients with PA. Propensity score matching (PSM) with age, sex, diabetes, systolic and diastolic blood pressure, creatinine, potassium, number of antihypertensive medications, and hypertension history was used to balance baseline characteristics. The effects of albuminuria on PWV before and 1 year after treatment were analyzed. Results A total of 840 patients with PA were enrolled, of whom 243 had concomitant albuminuria. After PSM, there were no significant differences in baseline demographic parameters except alpha-blocker and spironolactone use. PWV was greater in the presence of albuminuria (p = 0.012) and positively correlated with urine albumin-creatinine ratio. Multivariable regression analysis identified albuminuria, age, body weight, systolic blood pressure, and calcium channel blocker use as independent predictors of PWV. As for treatment response, only PA patients with albuminuria showed significant improvements in PWV after PSM (p = 0.001). The magnitude of improvement in PWV increased with urine albumin-creatinine ratio and reached plateau when it exceeded 100 mg/g according to restricted cubic spline analysis. Conclusion Concomitant albuminuria in PA was associated with greater arterial stiffness and more substantial improvement after targeted treatment. Both the baseline and the improved extent of PWV increased in correlation with rising urine albumin-creatinine ratio levels, reaching a plateau when the urine albumin-creatinine ratio surpassed 100 mg/g.
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Affiliation(s)
- Ting-Wei Kao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medicine, National University Cancer Center, Taipei, Taiwan
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yi-Yao Chang
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan
- Graduate Institute of Medicine, Yuan Ze University, Taoyuan City, Taiwan
| | - Chien-Ting Pan
- Department of Internal Medicine, National University Hospital and National University College of Medicine, Taipei, Taiwan
- Department of Internal Medicine, National University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National University Hospital and National University College of Medicine, Taipei, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National University Hospital and National University College of Medicine, Taipei, Taiwan
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Kuo-How Huang
- Department of Urology, National University Hospital and National University College of Medicine, Taipei, Taiwan
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National University Hospital, Taipei, Taiwan
| | - Tai-Shuan Lai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chieh-Kai Chan
- Department of Internal Medicine, National University Hospital Hsin-Chu Branch, Hsin-Chu, Taiwan
| | | | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chi-Sheng Hung
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, No. 579, Sec. 2, Yun-Lin Rd., Douliu City, Yun-Lin County 640203
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
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Sheu JY, Wang SM, Wu VC, Huang KH, Tseng CS, Lee YJ, Tsai YC, Lin YH, Chueh JS. Estimated glomerular filtration rate-dip after medical target therapy associated with increased mortality and cardiovascular events in patients with primary aldosteronism. J Hypertens 2023; 41:1401-1410. [PMID: 37334546 DOI: 10.1097/hjh.0000000000003479] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
OBJECTIVES The correlation of the changes of estimated glomerular filtration rate (eGFR) with long-term cardiovascular complications in patients with primary aldosteronism (PA) following mineralocorticoid receptor antagonists (MRA) treatment remains ambiguous. This prospective study aims to determine factors associated with all-cause mortality and de novo cardiovascular events of PA patients against the eGFR-dip. METHODS A total of 208 newly diagnosed PA patients were enrolled from January 2017 to January 2019. MRA was administered with at least a 6-month follow-up. The 'eGFR-dip' was defined as the difference between eGFR at 6 months after MRA treatment and respective baseline eGFR divided by the baseline eGFR. RESULTS After a mean 5.7 years follow-up, an eGFR-dip more than 12%, which was detected in 99 (47.6%) of the 208 patients, was a significant independent risk factor predicting composite outcomes (all-cause mortality, de-novo three-point major adverse cardiovascular events, and/or congestive heart failure). Multivariable logistic regression showed that age [odds ratio (OR), 0.94; P = 0.003], pretreatment plasma aldosterone concentration (PAC; OR, 0.98; P = 0.004), and initial eGFR (OR, 0.97; P < 0.001) had a positive linkage with the eGFR-dip more than 12%. CONCLUSIONS Nearly half of PA patients had an eGFR-dip more than 12% after 6 months of MRA treatment. They had a higher incidence of all-cause mortality and de novo cardiovascular events. Elder age, higher pretreatment PAC, or higher initial eGFR could be associated with an elevated risk of an eGFR-dip more than 12%.
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Affiliation(s)
- Jia-Yuh Sheu
- Department of Medical Education, National Taiwan University Hospital
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University Hospital
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
| | - Kuo-How Huang
- Department of Urology, National Taiwan University Hospital
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
| | - Chi-Shin Tseng
- Department of Urology, National Taiwan University Hospital
| | - Yuan-Ju Lee
- Department of Urology, National Taiwan University Hospital
| | - Yao-Chou Tsai
- Division of Urology, Department of Surgery, Taipei Tzuchi Hospital, The Buddhist Tzu Chi Medical Foundation, New Taipei City
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group
- Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan
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Chen LC, Huang WC, Peng KY, Chen YY, Li SC, Syed Mohammed Nazri SK, Lin YH, Lin LY, Lu TM, Kim JH, Azizan EA, Hu J, Li Q, Chueh JS, Wu VC. Identifying KCNJ5 Mutation in Aldosterone-Producing Adenoma Patients With Baseline Characteristics Using Machine Learning Technology. JACC. ASIA 2023; 3:664-675. [PMID: 37614534 PMCID: PMC10442871 DOI: 10.1016/j.jacasi.2023.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 03/08/2023] [Accepted: 03/12/2023] [Indexed: 08/25/2023]
Abstract
Background Primary aldosteronism is characterized by inappropriate aldosterone production, and unilateral aldosterone-producing adenoma (uPA) is a common type of PA. KCNJ5 mutation is a protective factor in uPA; however, there is no preoperative approach to detect KCNJ5 mutation in patients with uPA. Objectives This study aimed to provide a personalized surgical recommendation that enables more confidence in advising patients to pursue surgical treatment. Methods We enrolled 328 patients with uPA harboring KCNJ5 mutations (n = 158) or not (n = 170) who had undergone adrenalectomy. Eighty-seven features were collected, including demographics, various blood and urine test results, and clinical comorbidities. We designed 2 versions of the prediction model: one for institutes with complete blood tests (full version), and the other for institutes that may not be equipped with comprehensive testing facilities (condensed version). Results The results show that in the full version, the Light Gradient Boosting Machine outperformed other classifiers, achieving area under the curve and accuracy values of 0.905 and 0.864, respectively. The Light Gradient Boosting Machine also showed excellent performance in the condensed version, achieving area under the curve and accuracy values of 0.867 and 0.803, respectively. Conclusions We simplified the preoperative diagnosis of KCNJ5 mutations successfully using machine learning. The proposed lightweight tool that requires only baseline characteristics and blood/urine test results can be widely applied and can aid personalized prediction during preoperative counseling for patients with uPA.
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Affiliation(s)
- Li-Chin Chen
- Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Kang-Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ying-Ying Chen
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Szu-Chang Li
- Department of International Business, National Taipei University of Business, Taipei, Taiwan
| | | | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- TAIPAI, Taiwan Primary Aldosteronism Investigation Study Group, Taiwan
| | - Liang-Yu Lin
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Tse-Min Lu
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Healthcare and Management Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jung Hee Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Elena Aisha Azizan
- Endocrine Unit, Faculty of Medicine, The National University of Malaysia (UKM) Medical Centre, Cheras, Kuala Lumpur, Malaysia
| | - Jinbo Hu
- Division of Endocrinology, the First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Qifu Li
- Division of Endocrinology, the First Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Jeff S. Chueh
- TAIPAI, Taiwan Primary Aldosteronism Investigation Study Group, Taiwan
- Glickman Urological and Kidney Institute, and Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, Ohio
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- TAIPAI, Taiwan Primary Aldosteronism Investigation Study Group, Taiwan
- Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan
| | - TAIPAI Study Groupi
- Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of International Business, National Taipei University of Business, Taipei, Taiwan
- Department of Medicine, The National University of Malaysia (UKM) Medical Centre, Selangor, Malaysia
- TAIPAI, Taiwan Primary Aldosteronism Investigation Study Group, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Healthcare and Management Center, Taipei Veterans General Hospital, Taipei, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
- Endocrine Unit, Faculty of Medicine, The National University of Malaysia (UKM) Medical Centre, Cheras, Kuala Lumpur, Malaysia
- Division of Endocrinology, the First Affiliated Hospital, Chongqing Medical University, Chongqing, China
- Glickman Urological and Kidney Institute, and Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, Ohio
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
- Primary Aldosteronism Center at National Taiwan University Hospital, Taipei, Taiwan
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Chang YL, Chen GY, Lee BC, Chen PT, Liu KL, Chang CC, Weng TI, Wu VC, Lin YH. Optimizing adrenal vein sampling in primary aldosteronism subtyping through LC-MS/MS and secretion ratios of aldosterone, 18-oxocortisol, and 18-hydroxycortisol. Hypertens Res 2023; 46:1983-1994. [PMID: 37311968 PMCID: PMC10404510 DOI: 10.1038/s41440-023-01347-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 05/21/2023] [Accepted: 05/30/2023] [Indexed: 06/15/2023]
Abstract
Adrenal venous sampling (AVS) is the gold standard for identifying curable unilateral aldosterone excess in primary aldosteronism (PA). Studies have demonstrated the value of steroid profiling through liquid chromatography-tandem mass spectrometry (LC-MS/MS) in AVS interpretation. First, the performance of LC-MS/MS and immunoassay in assessing selectivity and lateralization was compared. Second, the utility of the proportion of individual steroids in adrenal veins in subtyping PA was analyzed. We enrolled 75 consecutive patients with PA who underwent AVS between 2020 and 2021. Fifteen adrenal steroids were analyzed in peripheral and adrenal veins through LC-MS/MS before and after adrenocorticotropic hormone (ACTH) stimulation. Through selectivity index that was based on cortisol and alternative steroids, LC-MS/MS rescued 45% and 66% of failed cases judged by immunoassay in unstimulated and stimulated AVS, respectively. LC-MS/MS identified more unilateral diseases than did immunoassay (76% vs. 45%, P < 0.05) and provided adrenalectomy opportunities to 69% of patients judged through immunoassay to have bilateral disease. The secretion ratios (individual steroid concentration/total steroid concentration) of aldosterone, 18-oxocortisol, and 18-hydroxycortisol were novel indicators for identifying unilateral PA. The 18-oxocortisol secretion ratio of ≥0.785‰ (sensitivity/specificity: 0.90/0.77) at pre-ACTH and aldosterone secretion ratio of ≤0.637‰ (sensitivity/specificity: 0.88/0.85) at post-ACTH enabled optimal accuracy for predicting ipsilateral and contralateral disease, respectively, in robust unilateral PA. LC-MS/MS improved the success rate of AVS and identified more unilateral diseases than immunoassay. The secretion ratios of steroids can be used to discriminate the broad PA spectrum.
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Affiliation(s)
- Yu-Ling Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Guan-Yuan Chen
- Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Po-Ting Chen
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kao-Lang Liu
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
- Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.
| | - Te-I Weng
- Department and Graduate Institute of Forensic Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
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Wu CY, Wu MJ, Chen CH, Yu TM, Chuang YW, Lin YH, Wu JT, Shiao CC, Wu VC. Association of urinary liver-type fatty acid-binding protein with outcomes after adrenalectomy for unilateral primary aldosteronism. Clin Chim Acta 2023; 548:117465. [PMID: 37394162 DOI: 10.1016/j.cca.2023.117465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 06/26/2023] [Accepted: 06/29/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND AND AIMS This study explored the association between urinary liver-type fatty acid-binding protein to creatinine (uL-FABP-cre) ratio and postoperative clinical failure in unilateral primary aldosteronism (PA) patients undergoing adrenalectomy. MATERIALS AND METHODS Data from the Taiwan Primary Aldosteronism Investigation Group database were analyzed, including patients with unilateral PA who had adrenalectomy between December 2015 and October 2018. Statistical methods included generalized additive modeling, logistic regression analysis, net reclassification improvement (NRI), and the C statistic. RESULTS In the study cohort of 131 patients (mean age 52.3 ± 10.8 years; 43.5% male), 117 achieved clinical success, while 14 experienced clinical failure. A uL-FABP-cre ratio ≥5 predicted clinical failure (odds ratio: 6.22, p = 0.005). Subgroup analysis revealed its efficacy in predicting clinical failure in patients with BMI ≥ 24 kg/m2, normokalemia, or <5 years of hypertension. Furthermore, incorporating uL-FABP-cre ratio into the Primary Aldosteronism Surgical Outcome (PASO) score significantly improved predictive ability. The addition increased the C statistic from 0.671 to 0.762 (p < 0.01) and improved category-free NRI by 0.675 (p = 0.014). CONCLUSION A uL-FABP-cre ratio ≥5 accurately predicted clinical failure post-adrenalectomy in unilateral PA, enhancing PASO score's identification of high-risk patients for postoperative clinical failure.
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Affiliation(s)
- Chun-Yi Wu
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan; Department of Nursing, Asia University, Taichung, Taiwan
| | - Ming-Ju Wu
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Cheng-Hsu Chen
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Tung-Min Yu
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Ya-Wen Chuang
- Division of Nephrology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jui-Teng Wu
- Division of General Surgery, Department of Surgery, Camillian Saint Mary's Hospital Luodong, Yilan, Taiwan.
| | - Chih-Chung Shiao
- Division of Nephrology, Department of Internal Medicine, Camillian Saint Mary's Hospital Luodong, Yilan, Taiwan.
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan; TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taiwan; Primary Aldosteronism Center of National Taiwan University Hospital, Taipei, Taiwan; NSARF (National Taiwan University Hospital Study Group of ARF), Taiwan
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30
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Araujo-Castro M, Paja Fano M, González Boillos M, Pascual-Corrales E, García Cano AM, Parra Ramírez P, Martín Rojas-Marcos P, Vicente Delgado A, Casteràs A, Puig A, García Sanz I, Díaz Guardiola P, Robles Lázaro C, Núñez MAS, Guerrero-Vázquez R, Del Castillo Tous M, Michalopoulou Alevras T, Tenes Rodrigo S, Hanzu FA. Diagnostic Accuracy of Adrenal Iodine-131 6-Beta-Iodomethyl-19-Norcholesterol Scintigraphy for the Subtyping of Primary Aldosteronism. Biomedicines 2023; 11:1934. [PMID: 37509573 PMCID: PMC10377416 DOI: 10.3390/biomedicines11071934] [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: 06/12/2023] [Revised: 07/05/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
PURPOSE To evaluate the diagnostic accuracy of the 131I-6β-iodomethyl-19-norcholesterol (NP-59) adrenal scintigraphy for the subtyping diagnosis of primary aldosteronism (PA), considering as gold standard for the diagnosis of unilateral PA (UPA), either the results of the adrenal venous sampling (AVS) or the outcome after adrenalectomy. METHODS A retrospective multicenter study was performed on PA patients from 14 Spanish tertiary hospitals who underwent NP-59 scintigraphy with an available subtyping diagnosis. Patients were classified as UPA if biochemical cure was achieved after adrenalectomy or/and if an AVS lateralization index > 4 with ACTH stimulation or >2 without ACTH stimulation was observed. Patients were classified as having bilateral PA (BPA) if the AVS lateralization index was ≤4 with ACTH or ≤2 without ACTH stimulation or if there was evidence of bilateral adrenal nodules >1 cm in each adrenal gland detected by CT/MRI. RESULTS A total of 86 patients with PA were included (70.9% (n = 61) with UPA and 29.1% (n = 25) with BPA). Based on the NP-59 scintigraphy results, 16 patients showed normal suppressed adrenal gland uptake, and in the other 70 cases, PA was considered unilateral in 49 patients (70%) and bilateral in 21 (30%). Based on 59-scintigraphy results, 10.4% of the patients with unilateral uptake had BPA, and 27.3% of the cases with bilateral uptake had UPA. The AUC of the ROC curve of the NP-59 scintigraphy for PA subtyping was 0.812 [0.707-0.916]. Based on the results of the CT/MRI and NP-59 scintigraphy, only 6.7% of the patients with unilateral uptake had BPA, and 24% of the cases with bilateral uptake had UPA. The AUC of the ROC curve of the model combining CT/MRI and 59-scintigraphy results for subtyping PA was 0.869 [0.782-0.957]. CONCLUSION The results of NP-59 scintigraphy in association with the information provided by the CT/MRI may be useful for PA subtyping. However, their diagnostic accuracy is only moderate. Therefore, it should be considered a second-line diagnostic tool when AVS is not an option.
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Affiliation(s)
- Marta Araujo-Castro
- Endocrinology & Nutrition Department, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain
- Instituto de Investigación Biomédica Ramón y Cajal (IRYCIS), 28034 Madrid, Spain
- Medicine Department, University of Alcalá, 28801 Madrid, Spain
| | - Miguel Paja Fano
- Endocrinology & Nutrition Department, OSI Bilbao-Basurto, Hospital Universitario de Basurto, 48013 Bilbao, Spain
- Medicine Department, Basque Country University, 48013 Bilbao, Spain
| | - Marga González Boillos
- Endocrinology & Nutrition Department, Hospital Universitario de Castellón, 12004 Castellón, Spain
| | - Eider Pascual-Corrales
- Endocrinology & Nutrition Department, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain
- Instituto de Investigación Biomédica Ramón y Cajal (IRYCIS), 28034 Madrid, Spain
| | | | - Paola Parra Ramírez
- Endocrinology & Nutrition Department, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | | | - Anna Casteràs
- Endocrinology & Nutrition Department, Hospital Universitario de Vall Hebron, 08035 Barcelona, Spain
| | - Albert Puig
- Endocrinology & Nutrition Department, Hospital Universitario de Vall Hebron, 08035 Barcelona, Spain
| | - Iñigo García Sanz
- General & Digestive Surgery Department, Hospital Universitario de La Princesa, 28006 Madrid, Spain
| | - Patricia Díaz Guardiola
- Endocrinology & Nutrition Department, Hospital Universitario Infanta Sofía, 28702 Madrid, Spain
| | - Cristina Robles Lázaro
- Endocrinology & Nutrition Department, Complejo Universitario de Salamanca, 37007 Salamanca, Spain
| | | | | | | | | | | | - Felicia A Hanzu
- Endocrinology & Nutrition Department, Hospital Clinic, IDIPAS, 08007 Barcelona, Spain
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Huang WC, Chen YY, Yang SY, Lai CF, Lai TS, Chen HY, Chen L, Wang YJ, Cheng YL, Lang CL, Chen CF, Chang HF, Peng JK, Lin LY, Cheng HM, Hwu CM, Lu TM, Chueh JS, Lin YH, Wu VC. Fat mass as an important predictor of persistent hypertension in patients with primary aldosteronism after adrenalectomy. Hypertens Res 2023; 46:1375-1384. [PMID: 36759661 DOI: 10.1038/s41440-023-01203-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 02/11/2023]
Abstract
Aldosterone excess is present in obesity and is associated with involvement in the pathogenesis of obesity. We evaluate the impact of body obesity as measured by body composition monitor (BCM) on clinical outcomes in patients with unilateral primary aldosteronism (uPA) after adrenalectomy. The BCM device was used to assess body composition before and after adrenalectomy. We used fat mass (FM) and body mass index (BMI) to classify obesity and divided obesity into three groups: clinical overweight (BMI (kg/m2) ≥25); normal weight obesity (NWO, FM (%) ≥ 35 for women, >25 for men & BMI < 25); and no obesity (FM < 35 for women, <25 for men & BMI < 25). A total of 130 unilateral PA (uPA) patients received adrenalectomy, and 27 EH patients were identified; uPA patients with hypertension remission were found to have lower FM (p = 0.046), BMI (p < 0.001), and lower prevalence of overweight (p = 0.001). In the logistic regression model, patients with clinical overweight (OR = 2.9, p = 0.007), NWO (OR = 3.04, p = 0.041) and longer HTN duration (years, OR = 1.065, p = 0.013) were at the risk of persistent hypertension after adrenalectomy. Obesity status was strongly associated with persistent hypertension in uPA patients after adrenalectomy. However, patients in the NWO group also carried higher risk of persistent hypertension. Therefore, assessment of pre-obesity and overweight in uPA patients are extremely important, especially in those who have normal BMI.
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Affiliation(s)
- Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Cardiology Department of Internal Medicine New Taipei City Hospital, New Taipei City, Taiwan
| | - Ying-Ying Chen
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Mackay Medical College, New Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Shao-Yu Yang
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-Fu Lai
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Tai-Shuan Lai
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsiang-Yao Chen
- Department of Internal Medicine, Taipei Hospital, Ministry of Health and Welfare, Taipei, Taiwan
| | - LiWei Chen
- Division of Cardiology Department of Internal Medicine New Taipei City Hospital, New Taipei City, Taiwan
| | - Yi-Jen Wang
- Department of Family Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Public Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK
| | - Yu-Lun Cheng
- Division of Cardiology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Cheng-Lin Lang
- Department of Internal Medicine, Yonghe Cardinal Tien Hospital, New Taipei City, Taiwan
| | - Chih-Fan Chen
- Division of Endocrinology, Department of Internal Medicine, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan
| | - Hui-Fang Chang
- Division of Endocrinology, Department of Internal Medicine, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan
| | - Jen-Kuei Peng
- Department of Family Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Family Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Liang-Yu Lin
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hao-Min Cheng
- Center for Evidence-based Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Ph.D. Program of Interdisciplinary Medicine (PIM), National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
- Institute of Public Health, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
- Institute of Health and Welfare Policy, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
| | - Chii-Min Hwu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Tse-Min Lu
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
- Primary Aldosteronism Center, National Taiwan University Hospital, (NTUH-PAC), Taipei, Taiwan
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taipei, Taiwan
| | - Yen-Hung Lin
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Primary Aldosteronism Center, National Taiwan University Hospital, (NTUH-PAC), Taipei, Taiwan
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taipei, Taiwan
| | - Vin-Cent Wu
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University Hospital, Taipei, Taiwan.
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
- Primary Aldosteronism Center, National Taiwan University Hospital, (NTUH-PAC), Taipei, Taiwan.
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taipei, Taiwan.
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Wu VC, Chan CK, Chueh JS, Chen YM, Lin YH, Chang CC, Lin PC, Chung SD. Markers of Kidney Tubular Function Deteriorate While Those of Kidney Tubule Health Improve in Primary Aldosteronism After Targeted Treatments. J Am Heart Assoc 2023; 12:e028146. [PMID: 36789834 PMCID: PMC10111488 DOI: 10.1161/jaha.122.028146] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Background Targeted treatment with mineralocorticoid receptor antagonists (MRAs) or adrenalectomy in patients with primary aldosteronism (PA) causes a decline in estimated glomerular filtration rate; however, the associated simultaneous changes in biomarkers of kidney tubule health still remain unclear. Methods and Results We matched 104 patients with newly diagnosed unilateral PA who underwent adrenalectomy with 104 patients with unilateral PA who were treated with MRAs, 104 patients with bilateral PA treated with MRAs, and 104 patients with essential hypertension who served as controls. Functional biomarkers were measured before the targeted treatment and 1 year after treatment, including serum markers of kidney function (cystatin C, creatinine), urinary markers of proximal renal tubular damage (L-FABP [liver-type fatty-acid binding protein], KIM-1 [kidney injury molecule-1]), serum markers of kidney tubular reserve and mineral metabolism (intact parathyroid hormone), and proteinuria. Compared with the patients with essential hypertension, the patients with PA had higher pretreatment serum intact parathyroid hormone and urinary creatinine-corrected parameters, including L-FABP, KIM-1, and albumin. The patients with essential hypertension and with PA had similar cystatin C levels. After treatment with MRAs or adrenalectomy of unilateral PA and MRAs of bilateral PA, the patients with PA had increased serum cystatin C and decreased urinary L-FABP/creatinine, KIM-1/creatinine, creatinine-based estimated glomerular filtration rate, intact parathyroid hormone, and proteinuria (all P<0.05). In multivariable regression models, a higher urinary L-FABP/creatinine ratio and older age were significantly correlated with the occurrence of kidney failure (estimated glomerular filtration rate dip ≥30%) in the patients with PA after targeted treatment. Conclusions Compared with the matched patients with essential hypertension, the incident patients with PA at diagnosis had higher levels of several biomarkers, including markers of kidney damage, tubular reserve/mineral metabolism, and proteinuria. Functional kidney failure in the patients with PA after treatment could be predicted by a higher baseline urinary L-FABP/creatinine ratio and older age. After targeted treatments in the patients with bilateral or unilateral PA, these biomarkers of kidney tubule health were restored, but creatinine-based estimated glomerular filtration rate declined, which may therefore reflect hemodynamic changes rather than intrinsic damage to kidney tubular cells.
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Affiliation(s)
- Vin-Cent Wu
- Department of Internal Medicine National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan.,TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan.,Primary Aldosteronism Center at National Taiwan University Hospital (NTUH-PAC) Taipei Taiwan
| | - Chieh-Kai Chan
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan.,Department of Internal Medicine National Taiwan University Hospital Hsin-Chu Branch Hsin-Chu County Taiwan
| | - Jeff S Chueh
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan.,Department of Urology National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan
| | - Yung-Ming Chen
- Department of Internal Medicine National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan.,TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan.,Primary Aldosteronism Center at National Taiwan University Hospital (NTUH-PAC) Taipei Taiwan
| | - Chin-Chen Chang
- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan.,Department of Imaging Medicine National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan
| | - Po-Chih Lin
- Department of Internal Medicine National Taiwan University Hospital and College of Medicine, National Taiwan University Taipei Taiwan
| | - Shiu-Dong Chung
- Division of Urology, Department of Surgery Far Eastern Memorial Hospital New Taipei City Taiwan.,Department of Nursing College of Healthcare and Management, General Education Center, Asia Eastern University of Science and Technology New Taipei City Taiwan
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- TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group Taipei Taiwan
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Lu YC, Liu KL, Wu VC, Wang SM, Lin YH, Chueh SCJ, Wu KD, Su YR, Huang KH. Unilateral adrenalectomy in bilateral adrenal hyperplasia with primary aldosteronism. J Formos Med Assoc 2023; 122:393-399. [PMID: 36813699 DOI: 10.1016/j.jfma.2022.12.015] [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: 11/14/2021] [Revised: 10/08/2022] [Accepted: 12/22/2022] [Indexed: 02/22/2023] Open
Abstract
PURPOSE Mineralocorticoid receptor antagonists are the first-line treatment for bilateral adrenal hyperplasia (BAH) with primary aldosteronism (PA), while unilateral adrenalectomy is the standard treatment for aldosterone-producing adenoma (APA). In this study, we investigated the outcomes of patients with BAH after unilateral adrenalectomy and compared them with those of patients with APA. METHODS From January 2010 to November 2018, 102 patients with a diagnosis of PA confirmed by adrenal vein sampling (AVS) and available NP-59 scans were enrolled. All patients underwent unilateral adrenalectomy based on the lateralization test results. We prospectively collected the clinical parameters over 12 months and compared the outcomes of BAH and APA. RESULTS A total of 102 patients were enrolled in this study: 20 (19.6%) had BAH and 82 (80.4%) had APA. Significant improvements in serum aldosterone-renin ratio (ARR), potassium level, and reduction of antihypertensive drugs were observed in both groups at 12 months after surgery (all p < 0.05). Patients with APA showed a significant decrease in blood pressure after surgery (p < 0.001) than those with BAH. Additionally, multivariate logistic regression analysis indicated that APA was associated with biochemical success (odds ratio: 4.32, p = 0.024) compared to BAH. CONCLUSION Patients with BAH had a higher failure rate in clinical outcomes, and APA was associated with biochemical success after unilateral adrenalectomy. However, significant improvements in ARR, hypokalemia, and a decreased use of antihypertensive drugs were noted in patients with BAH after surgery. Unilateral adrenalectomy is feasible and beneficial in selected patients, and could potentially serve as a treatment option.
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Affiliation(s)
- Yu-Cheng Lu
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Kao-Lang Liu
- Department of Medical Imagine, National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | | | - Kwan-Dun Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yann-Rong Su
- Department of Urology, National Taiwan University BioMedical Park Hospital, Hsin-Chu, Taiwan
| | - Kuo-How Huang
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan; Department of Urology, National Taiwan University BioMedical Park Hospital, Hsin-Chu, Taiwan.
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- TAIPAI, Taiwan Primary Aldosteronism Investigator
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34
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Chen ZW, Pan CT, Liao CW, Tsai CH, Chang YY, Chang CC, Lee BC, Chiu YW, Huang WC, Wang SM, Lu CC, Chueh JS, Wu VC, Hung CS, Lin YH. Implication of MR Activity in Posttreatment Arterial Stiffness Reversal in Patients With Primary Aldosteronism. J Clin Endocrinol Metab 2023; 108:624-632. [PMID: 36333943 DOI: 10.1210/clinem/dgac649] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/27/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]
Abstract
CONTEXT Primary aldosteronism (PA) patients have a higher degree of arterial stiffness, which can be reversed after adrenalectomy. OBJECTIVE We aimed to compare the reversal of arterial stiffness between surgically and medically treated PA patients and to identify the predictors of effective medical treatment. METHODS We prospectively enrolled 445 PA patients and collected data on baseline clinical characteristics, biochemistry, blood pressure, and pulse wave velocity (PWV) before treatment and 12 months after treatment. In the mineralocorticoid receptor antagonist (MRA)-treated patients, the relationship between the change in PWV after 1 year (ΔPWV) and posttreatment renin activity was explored using the restricted cubic spline (RCS) method. RESULTS Of the 445 enrolled PA patients, 255 received adrenalectomy (group 1) and 190 received MRAs. In the RCS model, posttreatment plasma renin activity (PRA) 1.5 ng/mL/h was the best cutoff value. Therefore, we divided the MRA-treated patients into 2 groups: those with suppressed PRA (< 1.5 ng/mL/h, group 2), and those with unsuppressed PRA (≥ 1.5 ng/mL/h, group 3). Only group 1 and group 3 patients had a statistically significant improvement in PWV after treatment (both P < .001), whereas no significant improvement was noted in group 2 after treatment (P = .151). In analysis of variance and post hoc analysis, group 2 had a significantly lower ΔPWV than group 1 (P = .007) and group 3 (P = .031). Multivariable regression analysis of the MRA-treated PA patients identified log-transformed posttreatment PRA, age, and baseline PWV as independent factors correlated with ΔPWV. CONCLUSION The reversal of arterial stiffness was found in PA patients receiving adrenalectomy and in medically treated PA patients with unsuppressed PRA.
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Affiliation(s)
- Zheng-Wei Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin 640, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei 100, Taiwan
| | - Chien-Ting Pan
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin 640, Taiwan
| | - Che-Wei Liao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Medicine, National Taiwan University Cancer Center, Taipei 106, Taiwan
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Jin-Shan Branch, New Taipei City 208, Taiwan
| | - Yi-Yao Chang
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City 220, Taiwan
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Yu-Wei Chiu
- Department of Cardiovascular Medicine, Far Eastern Memorial Hospital, New Taipei City 220, Taiwan
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan City 320, Taiwan
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei 100, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Chi-Sheng Hung
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
| | - Yen-Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei 100, Taiwan
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Wu VC, Chan CK, Wu WC, Peng KY, Chang YS, Yeh FY, Chiang JY, Lee YJ, Liu KL, Wang SM, Lin YH, Chueh JS, Chueh SCJ, Yang SY, Liu KL, Chang CC, Lee BC, Wang SM, Huang KH, Lin PC, Lin YH, Lin LY, Liao SC, Yen RF, Lu CC, Er LK, Hu YH, Chang CH, Wu CH, Tsai YC, Ho CH, Huang WC, Chen YY, Wu VC. New-onset diabetes mellitus risk associated with concurrent autonomous cortisol secretion in patients with primary aldosteronism. Hypertens Res 2023; 46:445-455. [PMID: 36481967 DOI: 10.1038/s41440-022-01086-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/03/2022] [Accepted: 10/04/2022] [Indexed: 12/14/2022]
Abstract
Concurrent autonomous cortisol secretion (ACS) in patients with primary aldosteronism (PA patients) is not uncommon. This work aimed to determine the effect of cortisol levels on incident new-onset type 2 diabetes mellitus (NODM) in PA patients. Using the prospectively designed observational TAIPAI cohort, the PA patients were grouped by cortisol level after an overnight low-dose dexamethasone suppression test (1-mg DST). Of the 476 PA patients, 387 (43.7% men; mean age 52.8 years) did not have baseline DM. After a mean follow-up of 4.3 ± 2.9 years, 32 patients (8.3%) developed NODM. The cutoff value obtained via a generalized additive model showed that a serum cortisol level ≥ 2.65 µg/dL after 1-mg DST was a risk factor for developing NODM (HR, 3.5, p = 0.031) by Cox proportional- hazards model.. In PA patients with a higher body mass index (>25 kg/m2; HR, 3.16), lower estimated glomerular filtration rate (<90 ml/min/1.73 m2; HR, 3.18), longer hypertension duration (>7 years; HR, 3.34), and higher waist-to-hip ratio (>0.9; HR, 3.07), a concomitant cortisol level ≥ 2.65 μg/dL after 1-mg DST were more likely to develop NODM. The high-cortisol group of patients with aldosterone-producing adenoma (APA) using mineralocorticoid receptor antagonist (MRA) was associated with an increased risk of NODM (HR, 5.72). Our results showed that PA patients with a concomitant cortisol level ≥ 2.65 µg/dL after 1-mg DST, independent of the aldosterone level, had a higher incidence of NODM. Such PA patients should be carefully evaluated and managed to achieve better glucose control and prevent metabolic syndrome.
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Affiliation(s)
- Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chieh-Kai Chan
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Wan-Chen Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Kang-Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yuan-Shian Chang
- Department of Internal Medicine, Postal Hospital, Taipei, Taiwan
| | - Fang-Yu Yeh
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jiun-Yang Chiang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yuan-Ju Lee
- Department of Urology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Kao-Lang Liu
- Medical Imaging, National Taiwan University Cancer Center, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Shuo-Meng Wang
- Department of Urology, College of Medicine, National Taiwan University, Taipei, Taiwan.
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jeff S Chueh
- Department of Urology, College of Medicine, National Taiwan University, Taipei, Taiwan
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Chen UL, Liao CW, Wang SM, Lai TS, Huang KH, Chang CC, Lee BC, Lu CC, Chang YR, Chang YY, Hung CS, Chueh JS, Wu VC, Tsai CH, Lin YH. Diabetes mellitus is associated with more adverse non-hemodynamic left ventricular remodeling and less recovery in patients with primary aldosteronism. J Investig Med 2023; 71:101-112. [PMID: 36647318 DOI: 10.1177/10815589221141840] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The elevated aldosterone in primary aldosteronism (PA) is associated with increased insulin resistance and prevalence of diabetes mellitus (DM). Both aldosterone excess and DM lead to left ventricular (LV) pathological remodeling. In this study, we investigated the impact of DM on LV non-hemodynamic remodeling in patients with PA. We enrolled 665 PA patients, of whom 112 had DM and 553 did not. Clinical, biochemical, and echocardiographic data were analyzed at baseline and 1 year after adrenalectomy. LV non-hemodynamic remodeling was represented by inappropriate excess left ventricular mass index (ieLVMI), which was defined as the difference between left ventricular mass index (LVMI) and predicted left ventricular mass index (pLVMI). Propensity score matching (PSM) was used with age, sex, systolic, and diastolic blood pressure to adjust for baseline variables. After PSM, the patient characteristics were balanced between the DM and non-DM groups, except for fasting glucose, HbA1c, and lipid profile. A total of 111 DM and 419 non-DM patients were selected for further analysis. Compared to the non-DM group, the DM group had significantly higher ieLVMI and LVMI. After multivariable linear regression analysis, the presence of DM remained a significant predictor of increased ieLVMI. After adrenalectomy, ieLVMI decreased significantly in the non-DM group but not in DM group. The presence of DM in PA patients was associated with more prominent non-hemodynamic LV remodeling and less recovery after adrenalectomy.
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Affiliation(s)
- Uei-Lin Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiovascular Center, National Taiwan University Hospital, Taipei
| | - Che-Wei Liao
- Department of Medicine, National Taiwan University Cancer Center, Taipei
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Tai-Shuan Lai
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Kuo-How Huang
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei
| | - Yi-Ru Chang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiovascular Center, National Taiwan University Hospital, Taipei
| | - Yi-Yao Chang
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City.,Center of General Education, Chihlee University of Technology, New Taipei City
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiovascular Center, National Taiwan University Hospital, Taipei
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei
| | - Cheng-Hsuan Tsai
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiovascular Center, National Taiwan University Hospital, Taipei.,National Taiwan University College of Medicine Graduate Institute of Clinical Medicine
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei.,Cardiovascular Center, National Taiwan University Hospital, Taipei
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Kao TW, Wu XM, Liao CW, Tsai CH, Chen ZW, Chang YY, Lee BC, Chiu YW, Lai TS, Wu VC, Lin YH, Hung CS. Anatomical and functional remodeling of left ventricle in patients with primary aldosteronism and concomitant albuminuria. Ther Adv Chronic Dis 2023; 14:20406223221143253. [PMID: 36860935 PMCID: PMC9969461 DOI: 10.1177/20406223221143253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 11/17/2022] [Indexed: 01/19/2023] Open
Abstract
Background Primary aldosteronism (PA) is the leading cause of secondary hypertension globally and is associated with adverse cardiovascular outcomes. However, the cardiac impact of concomitant albuminuria remains unknown. Objective To compare anatomical and functional remodeling of left ventricle (LV) in PA patients with or without albuminuria. Design Prospective cohort study. Methods The cohort was separated into two arms according to the presence or absence of albuminuria (>30 mg/g of morning spot urine). Propensity score matching with age, sex, systolic blood pressure, and diabetes mellitus was performed. Multivariate analysis was conducted with adjustments for age, sex, body mass index, systolic blood pressure, duration of hypertension, smoking, diabetes mellitus, number of antihypertensive agents, and aldosterone level. A local-linear model with bandwidth of 2.07 was used to study correlations. Results A total of 519 individuals with PA were enrolled in the study, of whom 152 had albuminuria. After matching, the albuminuria group had a higher creatinine level, at baseline. With regard to LV remodeling, albuminuria was independently associated with a significantly higher interventricular septum (1.22 > 1.17 cm, p = 0.030), LV posterior wall thickness (1.16 > 1.10 cm, p = 0.011), LV mass index (125 > 116 g/m2, p = 0.023), and medial E/e' ratio (13.61 > 12.30, p = 0.032), and a lower medial early diastolic peak velocity (5.70 < 6.36 cm/s, p = 0.016). Multivariate analysis further revealed that albuminuria was an independent risk factor for elevated LV mass index (p < 0.001) and medial E/e' ratio (p = 0.010). Non-parametric kernel regression also demonstrated that the level of albuminuria was positively correlated with LV mass index. The remodeling of LV mass and diastolic function under the presence of albuminuria distinctly improved after PA treatment. Conclusion The presence of concomitant albuminuria in patients with PA was associated with pronounced LV hypertrophy and compromised LV diastolic function. These alterations were reversible after treatment for PA. Plain language summary Cardiac Impact of Primary Aldosteronism and Albuminuria Primary aldosteronism and albuminuria has been, respectively, demonstrated to bring about left ventricular remodeling, but the aggregative effect was unknown. We constructed a prospective single-center cohort study in Taiwan. We proposed the presence of concomitant albuminuria was associated with left ventricular hypertrophy and compromised diastolic function. Intriguingly, management of primary aldosteronism was able to restore these alterations. Our study delineated the cardiorenal crosstalk in the setting of secondary hypertension and the role of albuminuria for left ventricular remodeling. Future interrogations toward the underlying pathophysiology as well as therapeutics will facilitate the improvement of holistic care for such population.
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Affiliation(s)
- Ting-Wei Kao
- Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan
| | - Che-Wei Liao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei,Cardiovascular Center, National Taiwan University Hospital, National Taiwan University, Taipei,Department of Internal Medicine, National Taiwan University Cancer Center, Taipei
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei,Cardiovascular Center, National Taiwan University Hospital, National Taiwan University, Taipei,Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Douliu
| | - Yi-Yao Chang
- Cardiovascular Medical Center, Cardiology Division, Far Eastern Memorial Hospital, New Taipei City,Graduate Institute of Medicine, Yuan Ze University, Taoyuan City
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei
| | - Yu-Wei Chiu
- Cardiovascular Medical Center, Cardiology Division, Far Eastern Memorial Hospital, New Taipei City,Department of Science and Engineering, Yuan Ze University, Taoyuan
| | - Tai-Shuan Lai
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University, Taipei,College of Medicine, National Taiwan University, Taipei,Cardiovascular Center, National Taiwan University Hospital, National Taiwan University, Taipei
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38
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Liao CW, Lin YT, Tsai CH, Chang YY, Chen ZW, Lu CC, Pan CT, Chang CC, Lee BC, Chiu YW, Huang WC, Huang KH, Lai TS, Hung CS, Wu VC, Wu XM, Lin YH. Mineralocorticoid receptor antagonist treatment improved arterial stiffness in patients with primary aldosteronism: a cohort study compared with adrenalectomy. Ther Adv Chronic Dis 2023; 14:20406223221143233. [PMID: 36687666 PMCID: PMC9846303 DOI: 10.1177/20406223221143233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 11/17/2022] [Indexed: 01/18/2023] Open
Abstract
Background Elevated arterial stiffness in patients with primary aldosteronism (PA) can be reversed after adrenalectomy; however, the effect of medical treatment with mineralocorticoid receptor antagonist (MRAs) is unknown. Objectives The aim of this study was to evaluate the effect of MRAs and compare both treatment strategies on arterial stiffness in PA patients. Design Prospective cohort study. Methods We prospectively enrolled PA patients from 2006 to 2019 who received either adrenalectomy or MRA treatment (spironolactone). We compared their baseline and 1-year post-treatment biochemistry characteristics and arterial pulse wave velocity (PWV) to verify the effects of treatment and related determinant factors. Results A total 459 PA patients were enrolled. After 1:1 propensity score matching for age, sex and blood pressure (BP), each group had 176 patients. The major determinant factors of baseline PWV were age and baseline BP. The adrenalectomy group had greater improvements in BP, serum potassium level, plasma aldosterone concentration, and aldosterone-to-renin ratio. The MRA group had a significant improvement in PWV after 1 year of treatment (1706.2 ± 340.05 to 1613.6 ± 349.51 cm/s, p < 0.001). There were no significant differences in post-treatment PWV (p = 0.173) and improvement in PWV (p = 0.579) between the adrenalectomy and MRA groups. The determinant factors for an improvement in PWV after treatment were hypertension duration, baseline PWV, and the decrease in BP. Conclusion The PA patients who received medical treatment with MRAs had a significant improvement in arterial stiffness. There was no significant difference in the improvement in arterial stiffness between the two treatment strategies.
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Affiliation(s)
- Che-Wei Liao
- Department of Internal Medicine, National
Taiwan University Cancer Center, Taipei
| | - Yen-Tin Lin
- Department of Internal Medicine, Taoyuan
General Hospital, Ministry of Health and Welfare, Taoyuan
| | - Cheng-Hsuan Tsai
- Department of Internal Medicine, National
Taiwan University Hospital and National Taiwan University College of
Medicine, Taipei
| | | | - Zheng-Wei Chen
- Department of Internal Medicine, National
Taiwan University Hospital Yunlin Branch, Douliu
| | - Ching-Chu Lu
- Department of Nuclear Medicine, National Taiwan
University Hospital and National Taiwan University College of Medicine,
Taipei
| | - Chien-Ting Pan
- Department of Internal Medicine, National
Taiwan University Hospital Yunlin Branch, Douliu
| | - Chin-Chen Chang
- Department of Medical Imaging, National Taiwan
University Hospital, Taipei
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan
University Hospital, Taipei
| | - Yu-Wei Chiu
- Cardiology Division of Cardiovascular Medical
Center, Far Eastern Memorial Hospital, New Taipei City
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal
Medicine, Taipei Veterans General Hospital, Taipei
| | - Kuo-How Huang
- Department of Urology, National Taiwan
University Hospital and National Taiwan University College of Medicine,
Taipei
| | - Tai-Shuan Lai
- Department of Internal Medicine, National
Taiwan University Hospital and National Taiwan University College of
Medicine, Taipei
| | - Chi-Shen Hung
- Department of Internal Medicine, National
Taiwan University Hospital and National Taiwan University College of
Medicine, Taipei
| | - Vin-Cent Wu
- Department of Internal Medicine, National
Taiwan University Hospital and National Taiwan University College of
Medicine, Taipei
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Vaidya A, Hundemer GL, Nanba K, Parksook WW, Brown JM. Primary Aldosteronism: State-of-the-Art Review. Am J Hypertens 2022; 35:967-988. [PMID: 35767459 PMCID: PMC9729786 DOI: 10.1093/ajh/hpac079] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 06/15/2022] [Accepted: 06/27/2022] [Indexed: 12/15/2022] Open
Abstract
We are witnessing a revolution in our understanding of primary aldosteronism (PA). In the past 2 decades, we have learned that PA is a highly prevalent syndrome that is largely attributable to pathogenic somatic mutations, that contributes to cardiovascular, metabolic, and kidney disease, and that when recognized, can be adequately treated with widely available mineralocorticoid receptor antagonists and/or surgical adrenalectomy. Unfortunately, PA is rarely diagnosed, or adequately treated, mainly because of a lack of awareness and education. Most clinicians still possess an outdated understanding of PA; from primary care physicians to hypertension specialists, there is an urgent need to redefine and reintroduce PA to clinicians with a modern and practical approach. In this state-of-the-art review, we provide readers with the most updated knowledge on the pathogenesis, prevalence, diagnosis, and treatment of PA. In particular, we underscore the public health importance of promptly recognizing and treating PA and provide pragmatic solutions to modify clinical practices to achieve this.
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Affiliation(s)
- Anand Vaidya
- Department of Medicine, Center for Adrenal Disorders, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gregory L Hundemer
- Department of Medicine (Division of Nephrology) and the Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Kazutaka Nanba
- Department of Endocrinology and Metabolism, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Wasita W Parksook
- Department of Medicine, Division of Endocrinology and Metabolism, and Division of General Internal Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Jenifer M Brown
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Brooks AF, Winton WP, Stauff J, Arteaga J, Henderson B, Niedbala J, Scott PJ, Viglianti BL. Development of Fluorinated NP-59: A Revival of Cholesterol Use Imaging with PET. J Nucl Med 2022; 63:1949-1955. [PMID: 35483964 PMCID: PMC9730927 DOI: 10.2967/jnumed.122.263864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 03/29/2022] [Indexed: 01/11/2023] Open
Abstract
Imaging of cholesterol use is possible with the 131I scintiscanning/SPECT agent NP-59. This agent provided a noninvasive measure of adrenal function and steroid synthesis. However, iodine isotopes resulted in poor resolution, manufacturing challenges, and high radiation dosimetry to patients that have limited their use and clinical impact. A 18F analog would address these shortcomings while retaining the ability to image cholesterol use. The goal of this study was to prepare and evaluate a 18F analog of NP-59 to serve as a PET imaging agent for functional imaging of the adrenal glands based on cholesterol use. Previous attempts to prepare such an analog of NP-59 have proven elusive. Preclinical and clinical evaluation could be performed once the new fluorine analog of NP-59 production was established. Methods: The recent development of a new reagent for fluorination along with an improved route to the NP-59 precursor allowed for the preparation of a fluorine analog of NP-59, FNP-59. The radiochemistry for the 18F-radiolabeled 18F-FNP-59 is described, and rodent radiation dosimetry studies and in vivo imaging in New Zealand rabbits was performed. After in vivo toxicity studies, an investigational new drug approval was obtained, and the first-in-humans images with dosimetry using the agent were acquired. Results: In vivo toxicity studies demonstrated that FNP-59 is safe for use at the intended dose. Biodistribution studies with 18F-FNP-59 demonstrated a pharmacokinetic profile similar to that of NP-59 but with decreased radiation exposure. In vivo animal images demonstrated expected uptake in tissues that use cholesterol: gallbladder, liver, and adrenal glands. In this first-in-humans study, subjects had no adverse events and images demonstrated accumulation in target tissues (liver and adrenal glands). Manipulation of uptake was also demonstrated with patients who received cosyntropin, resulting in improved uptake. Conclusion: 18F-FNP-59 provided higher resolution images, with lower radiation dose to the subjects. It has the potential to provide a noninvasive test for patients with adrenocortical diseases.
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Affiliation(s)
- Allen F. Brooks
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Wade P. Winton
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Jenelle Stauff
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Janna Arteaga
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Bradford Henderson
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Jeremy Niedbala
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Peter J.H. Scott
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and,The Interdepartmental Program in Medicinal Chemistry, The University of Michigan, Ann Arbor, Michigan
| | - Benjamin L. Viglianti
- Division of Nuclear Medicine, Department of Radiology, The University of Michigan Medical School, Ann Arbor, Michigan; and
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Wu VC, Peng KY, Hu YH, Chang CC, Chan CK, Lai TS, Lin YH, Wang SM, Lu CC, Liu YC, Tsai YC, Chueh JS. Circulating Plasma Concentrations of ACE2 in Primary Aldosteronism and Cardiovascular Outcomes. J Clin Endocrinol Metab 2022; 107:3242-3251. [PMID: 36125178 PMCID: PMC9494503 DOI: 10.1210/clinem/dgac539] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Indexed: 11/29/2022]
Abstract
CONTEXT The plasma concentrations of angiotensin-converting enzyme 2 (pACE2) has been independently associated with cardiovascular diseases. OBJECTIVE Higher pACE2 concentrations may be found in patients with primary aldosteronism (PA) and might lead to increased cardiovascular events. METHODS Using an inception observational cohort, we examined pACE2 among 168 incident patients with PA. The expression of ACE2, serine protease 2 (TMPRSS2), and metalloprotease 17 (ADAM17) were assessed in peripheral blood mononuclear cells. RESULTS Incident PA and essential hypertension (EH) patients had similarly elevated pACE2 (47.04 ± 22.06 vs 46.73 ± 21.06 ng/mL; P = .937). Age was negatively (β = -2.15; P = .033) and higher serum potassium level (β = 2.29; P = .024) was positively correlated with higher pACE2 in PA patients. Clinical complete hypertension remission after adrenalectomy (Primary Aldosteronism Surgery Outcome criteria) was achieved in 36 (50%) of 72 surgically treated unilateral PA (uPA) patients. At follow-up, pACE2 decreased in surgically treated patients who had (P < .001) or had no (P = .006) hypertension remission, but the pACE2 attenuation was not statistically significant in uPA (P = .085) and bilateral PA (P = .409) administered with mineralocorticoid receptor antagonist (MRA). Persistently elevated pACE2 (> 23 ng/mL) after targeted treatments was related to all-cause mortality and cardiovascular events among PA patients (hazard ratio = 8.8; P = .04); with a mean follow-up of 3.29 years. TMPRSS2 messenger RNA (mRNA) expression was higher in uPA (P = .018) and EH (P = .038) patients than in normotensive controls; it was also decreased after adrenalectomy (P < .001). CONCLUSION PA and EH patients had elevated pACE2 and higher expression of TMPRSS2 mRNA compared to those of normotensive population. Persistently elevated pACE2 (> 23 ng/mL) after targeted treatments was associated risk of mortality and incident cardiovascular events.
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Affiliation(s)
- Vin Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Kang Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ya Hui Hu
- Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taipei, Taiwan
| | - Chin Chen Chang
- Department of Imaging Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chieh Kai Chan
- Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu branch, Hsin-Chu County, Taiwan
| | - Tai Shuan Lai
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yen Hung Lin
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ching Chu Lu
- Department of Nuclear Medicine, National Taiwan University Hospital and College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yu-Chun Liu
- Far Eastern Polyclinic of Far Eastern Medical FoundationTaipei CityTaiwan
| | - Yao-Chou Tsai
- Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taipei, Taiwan
| | - Jeff S Chueh
- Address for correspondence: Jeff S Chueh, MD, PhD. Phone: +886 2 23123456 ext. 63098, and fax: +886 2 23952333
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Wu WC, Peng KY, Lu JY, Chan CK, Wang CY, Tseng FY, Yang WS, Lin YH, Lin PC, Chen TC, Huang KH, Chueh JS, Wu VC. Cortisol-producing adenoma-related somatic mutations in unilateral primary aldosteronism with concurrent autonomous cortisol secretion: their prevalence and clinical characteristics. Eur J Endocrinol 2022; 187:519-530. [PMID: 35900323 DOI: 10.1530/eje-22-0286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/19/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Concurrent autonomous cortisol secretion (ACS) in patients with primary aldosteronism (PA) is being reported more frequently. Several somatic mutations including PRKACA, GNAS, and CTNNB1 were identified in cortisol-producing adenomas (CPAs). The presence of these mutations in unilateral PA (uPA) patients concurrent with ACS (uPA/ACS) is not well known. This study aimed to investigate the prevalence of these mutations and their clinical vs pathological characteristics in uPA/ACS. DESIGN This is a retrospective cohort study. METHODS Totally 98 uPA patients from the Taiwan Primary Aldosteronism Investigation registry having overnight 1-mg dexamethasone suppression test (DST) and adrenalectomy from 2016 to 2018 were enrolled. Their adrenal tumors were tested for PRKACA, GNAS, and CTNNB1 mutations. RESULTS 11 patients had CPA-related mutations (7 PRKACA and 4 GNAS). The patients carrying these mutations had higher post-DST cortisol (5.6 vs 2.6 μg/dL, P = 0.003) and larger adenoma (2.2 ± 0.3 vs 1.9 ± 0.7 cm, P = 0.025). Adenomas with these mutations had a higher prevalence of non-classical uPA (72.7% vs 26.3%, P = 0.014). Numerically, slightly more complete clinical success of uPA patients with these mutations was noticed after adrenalectomy, although it was statistically non-significant. Post-DST cortisol levels, adenoma size >1.9 cm, and the interaction of adenoma size >1.9 cm with potassium level were found to be associated with the presence of these mutations. CONCLUSION Our study showed that CPA-related mutations were detected in 36.7% of uPA/ACS adenomas. The presence of these mutations was associated with higher post-DST cortisol levels, larger adenoma sizes, and a high percentage of non-classical uPA. However, these mutations did not significantly affect the clinical and biochemical outcomes after adrenalectomy of uPA/ACS patients but they showed a better trend.
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Affiliation(s)
- Wan-Chen Wu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Kang-Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jin-Ying Lu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chieh-Kai Chan
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Chih-Yuan Wang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Fen-Yu Tseng
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Shiung Yang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Po-Chih Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ting-Chu Chen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Kuo-How Huang
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Jeff S Chueh
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Urology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
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Clinical Translationality of KCNJ5 Mutation in Aldosterone Producing Adenoma. Int J Mol Sci 2022; 23:ijms23169042. [PMID: 36012306 PMCID: PMC9409469 DOI: 10.3390/ijms23169042] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 11/16/2022] Open
Abstract
Hypertension due to primary aldosteronism poses a risk of severe cardiovascular complications compared to essential hypertension. The discovery of the KCNJ5 somatic mutation in aldosteroene producing adenoma (APA) in 2011 and the development of specific CYP11B2 antibodies in 2012 have greatly advanced our understanding of the pathophysiology of primary aldosteronism. In particular, the presence of CYP11B2-positive aldosterone-producing micronodules (APMs) in the adrenal glands of normotensive individuals and the presence of renin-independent aldosterone excess in normotensive subjects demonstrated the continuum of the pathogenesis of PA. Furthermore, among the aldosterone driver mutations which incur excessive aldosterone secretion, KCNJ5 was a major somatic mutation in APA, while CACNA1D is a leading somatic mutation in APMs and idiopathic hyperaldosteronism (IHA), suggesting a distinctive pathogenesis between APA and IHA. Although the functional detail of APMs has not been still uncovered, its impact on the pathogenesis of PA is gradually being revealed. In this review, we summarize the integrated findings regarding APA, APM or diffuse hyperplasia defined by novel CYP11B2, and aldosterone driver mutations. Following this, we discuss the clinical implications of KCNJ5 mutations to support better cardiovascular outcomes of primary aldosteronism.
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Tsai CH, Liao CW, Wu XM, Chen ZW, Pan CT, Chang YY, Lee BC, Shun CT, Wen WF, Chou CH, Wu VC, Hung CS, Lin YH. Autonomous cortisol secretion is associated with worse arterial stiffness and vascular fibrosis in primary aldosteronism: a cross-sectional study with follow-up data. Eur J Endocrinol 2022; 187:197-208. [PMID: 35551115 DOI: 10.1530/eje-21-1157] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 05/12/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The presence of autonomous cortisol secretion (ACS) in patients with primary aldosteronism (PA) is common and potentially associated with poor outcomes. The aim of this study was to investigate the association between ACS and vascular remodeling in PA patients. DESIGN AND METHODS We prospectively enrolled 436 PA patients from October 2006 to November 2019. ACS (defined as a cortisol level >1.8 μg/dL after a 1 mg dexamethasone suppression test) was detected in 23% of the PA patients. Propensity score matching (PSM) with age, sex, systolic and diastolic blood pressure was performed. The brachial-ankle pulse wave velocity (baPWV) was examined at baseline and 1 year after targeted treatment. Small arteries of periadrenal fat in 46 patients were stained with Picro Sirus red to quantify the severity of vascular fibrosis. RESULTS After PSM, the PA patients with ACS had a significantly higher prevalence of diabetes mellitus, higher plasma aldosterone concentration and higher aldosterone-to-renin ratio. The baseline mean baPWV was also significantly higher in the PA patients with ACS. After multivariable regression analysis, the presence of ACS was a significant predictor of worse baseline mean baPWV (β: 235.745, 95% CI: 59.602-411.888, P = 0.010). In addition, the PA patients with ACS had worse vascular fibrosis (fibrosis area: 25.6 ± 8.4%) compared to those without ACS (fibrosis area: 19.8 ± 7.7%, P = 0.020). After 1 year of PA treatment, baPWV significantly improved in both groups. CONCLUSION The presence of ACS in PA patients is associated with worse arterial stiffness and vascular remodeling.
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Affiliation(s)
- Cheng-Hsuan Tsai
- National Taiwan University College of Medicine, Graduate Institute of Clinical Medicine, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Jin-Shan Branch, New Taipei City, Taiwan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Che-Wei Liao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medicine, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan, Taiwan
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Chien-Ting Pan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Yi-Yao Chang
- Cardiology Division of Cardiovascular Medical Center, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chia-Tung Shun
- Department of Forensic Medicine and Pathology, National Taiwan University Hospital, Taipei, Taiwan
| | - Wen-Fen Wen
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Hung Chou
- Department of Obstetrics and Gynecology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chi-Sheng Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Hung Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Cardiovascular Center, National Taiwan University Hospital, Taipei, Taiwan
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Chang CM, Peng KY, Chan CK, Lin YF, Liao HW, Chang JG, Wu MS, Wu VC, Chang WC. Divergent Characteristics of T-Cell Receptor Repertoire Between Essential Hypertension and Aldosterone-Producing Adenoma. Front Immunol 2022; 13:853403. [PMID: 35619691 PMCID: PMC9127864 DOI: 10.3389/fimmu.2022.853403] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 04/06/2022] [Indexed: 11/13/2022] Open
Abstract
Aldosterone-producing adenoma (APA) is a benign adrenal tumor that results in persistent hyperaldosteronism. As one major subtype of primary aldosteronism, APA leads to secondary hypertension that is associated with immune dysregulation. However, how the adaptive immune system, particularly the T-cell population, is altered in APA patients remains largely unknown. Here, we performed TCR sequencing to characterize the TCR repertoire between two age-matched groups of patients: one with APA and the other one with essential hypertension (EH). Strikingly, we found a significant reduction of TCR repertoire diversity in the APA group. Analyses on TCR clustering and antigen annotation further showed that the APA group possessed lower diversity in TCR clonotypes with non-common antigen-specific features, compared with the EH group. In addition, our results indicated that the strength of correlation between generation probabilities and frequencies of TCR clonotypes was significantly higher in the APA group than that in the EH group. Finally, we observed that clinical features, including plasma aldosterone level, aldosterone–renin ratio, and blood sodium level, were positively associated with the strength of correlation between generation and abundance of TCR clonotypes in the APA group. Our findings unveiled the correlation between T-cell immune repertoire and APA, suggesting a critical role of such adrenal adenoma in the T-cell immunity of patients with hypertension.
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Affiliation(s)
- Che-Mai Chang
- Ph.D. Program in Medical Biotechnology, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Kang-Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taipei, Taiwan
| | - Chieh-Kai Chan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Feng Lin
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hung-Wei Liao
- Chinru Clinic, Department of Nephrology, Taipei, Taiwan
| | - Jan-Gowth Chang
- Epigenome Research Center, China Medical University Hospital, Taichung, Taiwan.,School of Medicine, China Medical University, Taichung, Taiwan
| | - Mai-Szu Wu
- Division of Nephrology, Department of Internal Medicine, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan.,Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,TMU-Research Center of Urology and Kidney (TMU-RCUK), Taipei Medical University, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,TAIPAI, Taiwan Primary Aldosteronism Investigation (TAIPAI) Study Group, Taipei, Taiwan.,Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Chiao Chang
- Master Program in Clinical Pharmacogenomics and Pharmacoproteomics, School of Pharmacy, Taipei Medical University, Taipei, Taiwan.,Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan.,Integrative Research Center for Critical Care, Department of Pharmacy, Wanfang Hospital, Taipei Medical University, Taipei, Taiwan.,Department of Medical Research, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan
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Radiomics utilization to differentiate nonfunctional adenoma in essential hypertension and functional adenoma in primary aldosteronism. Sci Rep 2022; 12:8892. [PMID: 35614110 PMCID: PMC9132956 DOI: 10.1038/s41598-022-12835-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 05/12/2022] [Indexed: 11/08/2022] Open
Abstract
We performed the present study to investigate the role of computed tomography (CT) radiomics in differentiating nonfunctional adenoma and aldosterone-producing adenoma (APA) and outcome prediction in patients with clinically suspected primary aldosteronism (PA). This study included 60 patients diagnosed with essential hypertension (EH) with nonfunctional adenoma on CT and 91 patients with unilateral surgically proven APA. Each whole nodule on unenhanced and venous phase CT images was segmented manually and randomly split into training and test sets at a ratio of 8:2. Radiomic models for nodule discrimination and outcome prediction of APA after adrenalectomy were established separately using the training set by least absolute shrinkage and selection operator (LASSO) logistic regression, and the performance was evaluated on test sets. The model can differentiate adrenal nodules in EH and PA with a sensitivity, specificity, and accuracy of 83.3%, 78.9% and 80.6% (AUC = 0.91 [0.72, 0.97]) in unenhanced CT and 81.2%, 100% and 87.5% (AUC = 0.98 [0.77, 1.00]) in venous phase CT, respectively. In the outcome after adrenalectomy, the models showed a favorable ability to predict biochemical success (Unenhanced/venous CT: AUC = 0.67 [0.52, 0.79]/0.62 [0.46, 0.76]) and clinical success (Unenhanced/venous CT: AUC = 0.59 [0.47, 0.70]/0.64 [0.51, 0.74]). The results showed that CT-based radiomic models hold promise to discriminate APA and nonfunctional adenoma when an adrenal incidentaloma was detected on CT images of hypertensive patients in clinical practice, while the role of radiomic analysis in outcome prediction after adrenalectomy needs further investigation.
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Chikhladze NM. Primary hyperaldosteronism: indications for screening. TERAPEVT ARKH 2022; 94:107-113. [DOI: 10.26442/00403660.2022.01.201324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 03/14/2022] [Indexed: 11/22/2022]
Abstract
The review discusses the current state of the problem of screening patients for early detection of primary hyperaldosteronism (PHA) as a potential cause of arterial hypertension (AH). The features of screening, methodological errors that make it difficult to interpret the results of the study are considered. The screening criteria are analyzed, based on which it is possible to assess the probability of diagnosis of PHA and judge its prevalence in various populations of patients with AH categories of high risk for the development of PHA. Attention is drawn to the low level of screening in patients with AH in order to detect PHA , and to the need for wider familiarization of doctors with the methods of screening and diagnosis of PHA as the cause of uncontrolled AH. The importance of timely diagnosis of PHA and its targeted treatment to reduce the risk of cardiovascular complications associated with hypersecretion of aldosterone is emphasized.
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Tsai CH, Wu XM, Liao CW, Chen ZW, Pan CT, Chang YY, Lee BC, Chiu YW, Lai TS, Wu VC, Hung CS, Lin YH. Diabetes mellitus is associated with worse baseline and less post-treatment recovery of arterial stiffness in patients with primary aldosteronism. Ther Adv Chronic Dis 2022; 13:20406223211066727. [PMID: 35070251 PMCID: PMC8771743 DOI: 10.1177/20406223211066727] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/24/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Aldosterone excess in primary aldosteronism (PA) has been linked to insulin resistance, and diabetes mellitus has been associated with increased arterial stiffness and worse cardiovascular outcomes. However, the impact of diabetes on baseline and post-treatment arterial stiffness in patients with PA is unknown. Methods: This study prospectively enrolled 1071 PA patients, of whom 177 had diabetes and 894 did not. Clinical, biochemical, and brachial-ankle pulse wave velocity (baPWV) data were analyzed at baseline and 1 year after PA-specific treatment. After propensity score matching of age, sex, body mass index, systolic and diastolic blood pressure, hypertension duration, and number of antihypertensive medications, 144 patients with diabetes and 320 without diabetes were included for further analysis. Results: After propensity score matching, the baseline characteristics were balanced between the diabetes and nondiabetes groups except for fasting glucose, HbA1c, and lipid profiles. The patients with diabetes had significantly worse baseline baPWV compared with those without diabetes. After multivariable linear regression, the presence of diabetes mellitus remained a significant predictor of worse baseline mean baPWV (β: 46.3, 95% confidence interval: 2.9–89.7, p = 0.037). After 1 year of PA-specific treatment, only the nondiabetes group had significant recovery of mean baPWV (1661.8 ± 332.3 to 1565.0 ± 329.2 cm/s, p < 0.001; Δ = −96.8 ± 254.6 cm/s). In contrast, the diabetes group had less improvement (1771.2 ± 353.8 cm/s to 1742.0 ± 377.2 cm/s, p = 0.259; Δ = −29.2 ± 263.2 cm/s) even though the systolic and diastolic blood pressure significantly improved in both groups. Conclusion: The presence of diabetes mellitus in PA patients was associated with worse baseline and less post-treatment recovery of arterial stiffness.
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Affiliation(s)
- Cheng-Hsuan Tsai
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, National Taiwan University Hospital, Taipei
| | - Xue-Ming Wu
- Department of Internal Medicine, Taoyuan General Hospital, Taoyuan
| | - Che-Wei Liao
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei; Cancer Center, Department of Medicine, National Taiwan University, Taipei
| | - Zheng-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei; Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin
| | - Chien-Ting Pan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei; Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin
| | - Yi-Yao Chang
- Cardiovascular Medical Center, Cardiology Division, Far Eastern Memorial Hospital, New Taipei City
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei
| | - Yu-Wei Chiu
- Cardiovascular Medical Center, Cardiology Division, Far Eastern Memorial Hospital, New Taipei City; Department of Computer Science and Engineering, Yuan Ze University, Taoyuan City
| | - Tai-Shuan Lai
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei
| | - Chi-Shen Hung
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, No. 7, Chung-Shan South Road, Taipei 100 Cardiovascular Center, National Taiwan University Hospital, Taipei
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Wu YC, Chen CI, Chen PY, Kuo CH, Hung YH, Peng KY, Wu VC, Tsai-Wu JJ, Hsu CL. GRAde: a long-read sequencing approach to efficiently identifying the CYP11B1/CYP11B2 chimeric form in patients with glucocorticoid-remediable aldosteronism. BMC Bioinformatics 2022; 22:613. [PMID: 35012455 PMCID: PMC8750845 DOI: 10.1186/s12859-022-04561-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 01/03/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Glucocorticoid-remediable aldosteronism (GRA) is a form of heritable hypertension caused by a chimeric fusion resulting from unequal crossing over between 11β-hydroxylase (CYP11B1) and aldosterone synthase (CYP11B2), which are two genes with similar sequences. Different crossover patterns of the CYP11B1 and CYP11B2 chimeric genes may be associated with a variety of clinical presentations. It is therefore necessary to develop an efficient approach for identifying the differences between the hybrid genes of a patient with GRA. RESULTS We developed a long-read analysis pipeline named GRAde (GRA deciphering), which utilizes the nonidentical bases in the CYP11B1 and CYP11B2 genomic sequences to identify and visualize the chimeric form. We sequenced the polymerase chain reaction (PCR) products of the CYP11B1/CYP11B2 chimeric gene from 36 patients with GRA using the Nanopore MinION device and analyzed the sequences using GRAde. Crossover events were identified for 30 out of the 36 samples. The crossover sites appeared in the region exhibiting high sequence similarity between CYP11B1 and CYP11B2, and 53.3% of the cases were identified as having a gene conversion in intron 2. More importantly, there were six cases for whom the PCR products indicated a chimeric gene, but the GRAde results revealed no crossover pattern. The crossover regions were further verified by Sanger sequencing analysis. CONCLUSIONS PCR-based target enrichment followed by long-read sequencing is an efficient and precise approach to dissecting complex genomic regions, such as those involved in GRA mutations, which could be directly applied to clinical diagnosis. The scripts of GRAde are available at https://github.com/hsu-binfo/GRAde .
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Affiliation(s)
- Yu-Ching Wu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-I Chen
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Peng-Ying Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-Hung Kuo
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Yi-Hsuan Hung
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Kang-Yung Peng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Vin-Cent Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jyy-Jih Tsai-Wu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Lang Hsu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Graduate Institute of Medical Genomics and Proteomics, National Taiwan University College of Medicine, Taipei, Taiwan
| | - TAIPAI group
- TAIPAI, Taiwan Primary Aldosteronism Investigator Group and TSA, Taiwan Society of Aldosteronism, Taipei, Taiwan
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Tseng CS, Peng KY, Wang SM, Tsai YC, Huang KH, Lin WC, Hu YH, Wu VC, Chueh JS. A Novel Somatic Mutation of CACNA1H p.V1937M in Unilateral Primary Hyperaldosteronism. Front Endocrinol (Lausanne) 2022; 13:816476. [PMID: 35757409 PMCID: PMC9218183 DOI: 10.3389/fendo.2022.816476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 04/29/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Somatic mutations for excess aldosterone production have been frequently identified as important roles in the pathogenesis of unilateral primary hyperaldosteronism (uPA). Although CACNA1H mutation represents a minor etiology in primary aldosteronism, it plays a significant role in causing uPAs in sporadic cases. OBJECTIVE To identify novel somatic CACNA1H mutation in patients with uPA and investigate the pathophysiological, immunohistological, and clinical characteristics of the variant. METHODS We applied a customized and targeted gene panel next-generation sequencing approach to detect mutations from the uPA cohort in Taiwan Primary Aldosteronism Investigation study group. Information from pre-diagnostic to postoperative data was collected, including past history, medications, blood pressure readings, biochemical data, and image studies. The functional role of the variant was confirmed by in vitro studies, demonstrating aldosterone production in variant-transfected human adrenal cell lines. RESULTS We identified a novel somatic CACNA1H mutation c.5809G>A (p.Val1937Met) in a uPA case. The CACNA1H gene encodes the pore-forming alpha-1H subunit of the voltage-dependent T-type calcium channel Cav3.2. This somatic CACNA1H p.V1937M variant showed excellent clinical and biochemical outcomes after ipsilateral adrenalectomy. The functional effect of somatic CACNA1H p.V1937M variant results in increased CYP11B2 expression and aldosterone biosynthesis in HAC15 cells. A distinct heterogeneous foamy pattern of CYP11B2 and CYP17A1 expression was identified in immunohistological staining, supporting the pathological evidence of aldosterone synthesis. CONCLUSIONS The somatic mutation of CACNA1H p.V1937M might be a pathogenic driver in aldosterone overproduction. This study provides new insight into the molecular mechanism and disease outcomes of uPA.
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Affiliation(s)
- Chi-Shin Tseng
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Urology, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
| | - Kang-Yung Peng
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Shuo-Meng Wang
- Department of Urology, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
| | - Yao-Chou Tsai
- Division of Urology, Department of Surgery, Taipei Tzuchi Hospital, The Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan
- School of Medicine, Buddhist Tzu Chi University, Hualien, Taiwan
| | - Kuo-How Huang
- Department of Urology, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
| | - Wei-Chou Lin
- Department of Pathology, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ya-Hui Hu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei Tzu Chi Hospital, The Buddhist Medical Foundation, Taipei, Taiwan
| | - Vin-Cent Wu
- Division of Nephrology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jeff S. Chueh
- Department of Urology, National Taiwan University College of Medicine and Hospital, Taipei, Taiwan
- *Correspondence: Jeff S. Chueh,
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