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Iijima T, Sawa N, Wake A, Kono K, Kinowaki K, Ubara Y, Ohashi K. Linear discriminant analysis on electrocardiogram achieved classification of cardiac involvement status in amyloid light-chain amyloidosis. J Cardiol 2023; 82:349-355. [PMID: 37343933 DOI: 10.1016/j.jjcc.2023.06.005] [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: 04/03/2023] [Revised: 06/08/2023] [Accepted: 06/14/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVES Cardiac amyloidosis (CA) is the most crucial determinant of amyloid light-chain (AL) amyloidosis patients' prognosis. We attempted cardiac involvement prediction by 12‑lead electrocardiograph (ECG) and echocardiography (UCG) in AL amyloidosis patients. MATERIALS AND METHODS Fifty patients with histologically confirmed AL amyloidosis underwent gadolinium-enhanced magnetic resonance imaging (Gd-MRI), and CA was assessed using late gadolinium enhancement. ECG and UCG parameters were measured on admission. Fisher's linear discriminant analysis was used to create a model for predicting CA using the ECG and UCG parameters. RESULTS Prediction by five ECG parameters [QTc(B), QRS-T-angle, III-QRS, aVF-QRS, and V3-R] showed the best performance. Average sensitivity and specificity in the modeling sets, utilizing a linear discriminator based on these five variables, were 99.2 % and 96.8 % and in validation sets, 94.2 % and 90.3 %, respectively. In addition, we tested this model on an additional 26-patient cohort and survival analysis using the Kaplan-Meier method, and significant differences between CA positively predicted and negatively predicted patients were observed. CONCLUSION Here, we suggest the application of a condensed classical multivariate statistical technique for the diagnosis of CA. It can be used as a guide to invasive endomyocardial biopsy for those in whom Gd-MRI is contraindicated and as a guide for repeat Gd-MRI in follow-up of AL amyloidosis.
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Affiliation(s)
- Takashi Iijima
- Nephrology Center, Toranomon Hospital Kajigaya, Kawasaki, Japan.
| | - Naoki Sawa
- Nephrology Center, Toranomon Hospital Kajigaya, Kawasaki, Japan; Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan
| | - Atsushi Wake
- Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan; Department of Hematology, Toranomon Hospital Kajigaya, Kawasaki, Japan; Department of Hematology, Toranomon Hospital, Tokyo, Japan
| | - Kei Kono
- Department of Pathology, Toranomon Hospital, Tokyo, Japan
| | | | - Yoshifumi Ubara
- Nephrology Center, Toranomon Hospital Kajigaya, Kawasaki, Japan; Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan
| | - Kenichi Ohashi
- Department of Pathology, Toranomon Hospital, Tokyo, Japan; Department of Human Pathology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
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Abstract
Cardiac amyloidosis (CA) occurs when the insoluble fibrils formed by misfolded precursor proteins deposit in cardiac tissues. The early clinical manifestations of CA are not evident, but it is easy to progress to refractory heart failure with an inferior prognosis. Echocardiography is the most commonly adopted non-invasive modality of imaging to visualize cardiac structures and functions, and the preferred modality in the evaluation of patients with cardiac symptoms and suspected CA, which plays a vital role in the diagnosis, prognosis, and long-term management of CA. The present review summarizes the echocardiographic manifestations of CA, new echocardiographic techniques, and the application of multi-parametric echocardiographic models in CA diagnosis.
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Affiliation(s)
- Shichu Liang
- Department of Cardiology, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu, 610041, China
| | - Zhiyue Liu
- Department of Cardiology, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu, 610041, China
| | - Qian Li
- Department of Cardiology, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu, 610041, China
| | - Wenfeng He
- Department of Cardiology, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu, 610041, China
| | - He Huang
- Department of Cardiology, West China Hospital, Sichuan University, No. 37 GuoXue Alley, Chengdu, 610041, China.
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Fu Z, Lv J, Gao X, Zhang B, Li Y, Xu X, Zheng H, Wu H, Song Q. Research trends and hotspots evolution of cardiac amyloidosis: a bibliometric analysis from 2000 to 2022. Eur J Med Res 2023; 28:89. [PMID: 36805827 PMCID: PMC9940355 DOI: 10.1186/s40001-023-01026-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 01/20/2023] [Indexed: 02/22/2023] Open
Abstract
In the new century, cardiac amyloidosis has received more attention from many countries and institutions, leading to innovations in the essence of the pathology, biological markers, noninvasive tests, and staging diagnoses and treatments for this disease. However, few reviews have summarized the research trends and hotspots in cardiac amyloidosis. Bibliometrics analysis is a statistically based approach to research that visualizes the contributions of academic institutions and changes in research hotspots. Therefore, in this paper, we used Citespace and VOSviewer software to conduct co-occurrence analysis and collaborative network analysis on the countries, institutions, and authors in the articles related to cardiac amyloidosis since the new century. And further find out burst keywords and references to obtain the research history, disciplinary development, and new hotspots and topics.
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Affiliation(s)
- Zhenyue Fu
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China ,grid.24695.3c0000 0001 1431 9176Present Address: Beijing University of Chinese Medicine, Beijing, China
| | - Jiayu Lv
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiya Gao
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China ,grid.24695.3c0000 0001 1431 9176Present Address: Beijing University of Chinese Medicine, Beijing, China
| | - Bingxuan Zhang
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yumeng Li
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xia Xu
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Haoran Zheng
- grid.464297.aDepartment of General Internal Medicine, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China ,grid.24695.3c0000 0001 1431 9176Present Address: Beijing University of Chinese Medicine, Beijing, China
| | - Huaqin Wu
- grid.410318.f0000 0004 0632 3409Department of Cardiology, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Qingqiao Song
- Department of General Internal Medicine, Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
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Izumiya Y, Hayashi H, Ishikawa H, Shibata A, Yoshiyama M. How to Identify Transthyretin Cardiac Amyloidosis at an Early Stage. Intern Med 2021; 60:1-7. [PMID: 32713926 PMCID: PMC7835474 DOI: 10.2169/internalmedicine.5505-20] [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] [Indexed: 11/12/2022] Open
Abstract
Cardiac involvement of systemic amyloidosis is preferentially observed in patients with amyloid light chain amyloidosis or transthyretin amyloidosis (ATTR). Owing to the development of diagnostic modalities and changes in recognition by physicians, transthyretin cardiac amyloidosis (ATTR-CA) is now understood to be a more common cause of heart failure than previously thought. Recent progress in disease-modifying therapeutic interventions, such as transthyretin stabilizers, has resulted in ATTR-CA changing from an incurable disease to a curable disease. These interventions are particularly effective in patients with mild symptoms of heart failure, thus indicating that early detection and a precise diagnosis are important for improving the prognosis. In this review article, we summarize the recent reports of early screening of ATTR-CA and describe some important points regarding the making of a precise diagnosis, especially focusing on histological evaluations.
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Affiliation(s)
- Yasuhiro Izumiya
- Department of Cardiovascular Medicine, Osaka City University Graduate School of Medicine, Japan
| | - Hiroya Hayashi
- Department of Cardiovascular Medicine, Osaka City University Graduate School of Medicine, Japan
| | - Hirotoshi Ishikawa
- Department of Cardiovascular Medicine, Osaka City University Graduate School of Medicine, Japan
| | - Atsushi Shibata
- Department of Cardiovascular Medicine, Osaka City University Graduate School of Medicine, Japan
| | - Minoru Yoshiyama
- Department of Cardiovascular Medicine, Osaka City University Graduate School of Medicine, Japan
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Khanna S, Wen I, Bhat A, Chen HHL, Gan GCH, Pathan F, Tan TC. The Role of Multi-modality Imaging in the Diagnosis of Cardiac Amyloidosis: A Focused Update. Front Cardiovasc Med 2020; 7:590557. [PMID: 33195479 PMCID: PMC7661689 DOI: 10.3389/fcvm.2020.590557] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 09/24/2020] [Indexed: 12/25/2022] Open
Abstract
Cardiac amyloidosis (CA) is a unique disease entity involving an infiltrative process, typically resulting in a restrictive cardiomyopathy with diastolic heart failure that ultimately progresses to systolic heart failure. The two most common subtypes are light-chain and transthyretin amyloidosis. Early diagnosis of this disease entity, especially light-chain CA subtype, is crucial, as it portends a poorer prognosis. This review focuses on the clinical utility of the various imaging modalities in the diagnosis and differentiation of CA subtypes. This review also aims to highlight the key advances in each of the imaging modalities in the diagnosis and prognostication of CA.
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Affiliation(s)
- Shaun Khanna
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia
| | - Ivy Wen
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia
| | - Aditya Bhat
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Henry H L Chen
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia
| | - Gary C H Gan
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Faraz Pathan
- Department of Cardiovascular Imaging, Nepean Clinical School, University of Sydney, Sydney, NSW, Australia
| | - Timothy C Tan
- Department of Cardiology, Blacktown Hospital, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
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Sundqvist MG, Sahlén A, Ding ZP, Ugander M. Normal Reference Values for Assessing Diastolic Function Using the Parameterized Diastolic Filling Formalism Method in Patients with Normal Results of Rest and Stress Echocardiography. ULTRASOUND IN MEDICINE & BIOLOGY 2018; 44:2261-2266. [PMID: 30076034 DOI: 10.1016/j.ultrasmedbio.2018.06.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 05/15/2018] [Accepted: 06/25/2018] [Indexed: 06/08/2023]
Abstract
The parameterized diastolic filling (PDF) method can be used to study the mechanics of early diastolic left ventricular (LV) filling. However, there are no publications describing the reference ranges of the PDF parameters. This study retrospectively recruited patients with normal results on rest and stress echocardiography and no diabetes or hypertension (n=138, 45% female). DICOM images of the resting E-wave from transmitral pulsed wave Doppler flow velocities were analyzed using freely available software. Viscoelastic energy loss (c) and stiffness (k) were higher in males compared to females (p≤0.001 for both). There were no correlations between any of the PDF parameters and age (p>0.05 for all). In males, stiffness was correlated with systolic blood pressure (r=0.24, p=0.04), and load and filling energy were correlated with diastolic blood pressure (r=-0.27, p=0.02, and r=-0.29, p=0.01, respectively). Sex-specific normal 95% reference limits for PDF analysis of early LV filling are presented for clinical use.
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Affiliation(s)
- Martin G Sundqvist
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, and Department of Cardiology, Södersjukhuset, SE-118 83 Stockholm, Sweden
| | - Anders Sahlén
- National Heart Centre, Singapore, 5 Hospital Drive, Singapore 169609, Singapore; Department of Clinical Physiology, Karolinska University Hospital, and Karolinska Institutet, Stockholm, Sweden
| | - Zee Pin Ding
- National Heart Centre, Singapore, 5 Hospital Drive, Singapore 169609, Singapore
| | - Martin Ugander
- Department of Clinical Physiology, Karolinska University Hospital, and Karolinska Institutet, Stockholm, Sweden..
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