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Ma Q, Chen J, Cao L, Wu X, Tan Z, Liu H. The Incremental Value of Native T1 Mapping-Derived Radiomics for The Diagnosis of Amyloid Light-Chain Cardiac Amyloidosis. Acad Radiol 2024; 31:4801-4810. [PMID: 39107187 DOI: 10.1016/j.acra.2024.07.005] [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: 03/25/2024] [Revised: 05/08/2024] [Accepted: 07/02/2024] [Indexed: 08/09/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to assess the incremental diagnostic value of non-contrast T1 mapping-derived radiomics in patients with amyloid light-chain cardiac amyloidosis (AL-CA). METHODS We retrospectively collected 86 patients with suspected AL-CA and 28 control patients who underwent cardiac MRI at 3.0 T in our institution, and the MRI data were divided into a training set and a test set. Radiomic features were extracted based on native T1 maps using a freely available software package. We applied LASSO logistic regression method to select radiomic features with high diagnostic value of AL-CA and develop a predictive model. The diagnostic performance of the radiomics model was evaluated using receiver operating characteristic curve analysis and compared to T1 values. RESULTS A total of 70 people were diagnosed with AL-CA, and cardiac involvement was observed in 202 myocardial slicers. The accuracy of T1 values for the diagnosis of myocardial involvement was 0.886, with a threshold value of 1375 ms. The radiomics score comprised a total of three features. The radiomics score demonstrated significantly higher sensitivity in detecting myocardial involvement compared to T1 values in both the training set (AUC 0.886 vs. 0.924, P = 0.025) and the test set (0.862 vs 0.915, P = 0.026). The combined model comprising T1 values and a radiomic feature named S(4,-4) Correlat showed higher diagnostic performance in comparison to T1 values alone both in the training and test sets, with AUC values of 0.929 and 0.909, respectively. CONCLUSION The radiomic features derived from native T1 mapping demonstrated incremental value for the diagnosis of AL-CA, which may be an alternative to T1-derived ECV to avoid the use of contrast in patients with suspected myocardial involvement in systemic amyloidosis.
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Affiliation(s)
- Quanmei Ma
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Jiayu Chen
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Liqi Cao
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xinyi Wu
- Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zekun Tan
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Hui Liu
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.
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Ibrahim AA, Gaffar Mohammed M, Elmasharaf HB, Osman IY, Ali NM. Challenges and Uncertainties in the Diagnosis of Cardiac Amyloidosis: A Case Report. Cureus 2024; 16:e60954. [PMID: 38800774 PMCID: PMC11126321 DOI: 10.7759/cureus.60954] [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] [Accepted: 05/23/2024] [Indexed: 05/29/2024] Open
Abstract
Amyloidosis is the condition when starch-like misfolded proteins form insoluble fibrils that deposit in tissues and cause dysfunction. Cardiac amyloidosis occurs due to the deposition of amyloid fibrils at the cardiac level and is an important cause of heart failure. This case reveals a patient with significant heart failure and arrhythmia, which later on turned out to be caused by cardiac amyloidosis. While regarded as a rare disease in practice, in retrospect, there are a lot of signs and imaging indicators, particularly in echocardiography that warrant an investigation of cardiac amyloidosis. In this case review, red flags in echocardiography that should endorse further testing for underlying cardiac amyloidosis are highlighted.
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Affiliation(s)
- Alia A Ibrahim
- Internal Medicine, Dr. Sulaiman Al-Habib Hospital - Al Sweidi Branch, Riyadh, SAU
| | | | | | - Ibrahim Y Osman
- Cardiology, Prince Sultan Military Medical City, Riyadh, SAU
| | - Nagoud M Ali
- Pathology, Prince Sultan Military Medical City, Riyadh, SAU
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Raval M, Siddiq S, Sharma K, Sanghvi L, Jain A, Patel S, Trivedi J, Uttam Chandani K, Patel D, Desai R. A review of recent advances in the diagnosis of cardiac amyloidosis, treatment of its cardiac complications, and disease-modifying therapies. F1000Res 2023; 12:192. [PMID: 36911240 PMCID: PMC9995736 DOI: 10.12688/f1000research.130285.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/07/2023] [Indexed: 02/22/2023] Open
Abstract
Cardiac amyloidosis (CA), a significant condition resulting in infiltrative cardiomyopathy and heart failure with preserved ejection fraction (HFpEF), is caused by extracellular deposition of amyloid fibrils in the heart. Even though this has been known for an extended period, its prevalence in elderly patients with heart failure is increasingly being recognized. Recent advances in diagnosis with non-invasive methods like technetium pyrophosphate-labeled cardiac scintigraphy (i.e., Tc-PYP scan) and treatment options with tafamidis have played a pivotal role in awareness of the burden of this disease. Management of cardiac complications like heart failure, atrial arrhythmias, conduction block, ventricular arrhythmias, coronary artery disease, and aortic stenosis is now more critical than ever. We aim to review and outline the recent advances in diagnoses of CA. We also review management strategies for cardiac complications of CA with a brief summary of disease-modifying therapies.
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Affiliation(s)
- Maharshi Raval
- Department of Internal Medicine, New York Medical College, Valhalla, New York, USA.,Department of Internal Medicine, Landmark Medical Center, Woonsocket, Rhode Island, USA
| | - Sajid Siddiq
- Department of Cardiology, New York Medical College, Valhalla, New York, USA.,Department of Cardiology, Landmark Medical Center, Woonsocket, Rhode Island, USA
| | - Kamal Sharma
- Department of Cardiology, B.J. Medical College and Civil Hospital, Ahmedabad, Gujarat, India
| | - Labdhi Sanghvi
- Department of Pediatrics, Ahmedabad Municipal Corporation Medical Education Trust Medical College, Ahmedabad, Gujarat, India
| | - Akhil Jain
- Department of Internal Medicine, Mercy Fitzgerald Hospital, Darby, Pennsylvania, USA
| | - Sagar Patel
- Department of Internal Medicine, New York Medical College, Valhalla, New York, USA.,Department of Internal Medicine, Landmark Medical Center, Woonsocket, Rhode Island, USA
| | - Jaahnavee Trivedi
- Department of Internal Medicine, New York Medical College, Valhalla, New York, USA.,Department of Internal Medicine, Landmark Medical Center, Woonsocket, Rhode Island, USA
| | - Kanishka Uttam Chandani
- Department of Internal Medicine, New York Medical College, Valhalla, New York, USA.,Department of Internal Medicine, Landmark Medical Center, Woonsocket, Rhode Island, USA
| | - Dhriti Patel
- Department of Medicine, B.J. Medical College and Civil Hospital, Ahmedabad, Gujarat, USA
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Rempakos A, Papamichail A, Loritis K, Androulakis E, Lama N, Briasoulis A. Non-LGE Cardiac Magnetic Resonance Imaging in Patients with Cardiac Amyloidosis. Curr Pharm Des 2023; 29:527-534. [PMID: 36515044 DOI: 10.2174/1381612829666221212100114] [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: 06/23/2022] [Revised: 11/02/2022] [Accepted: 11/12/2022] [Indexed: 12/15/2022]
Abstract
Cardiac involvement is the leading cause of death in patients with cardiac amyloidosis. Early recognition is crucial as it can significantly change the course of the disease. Until now, the imaging modality of choice for diagnosing cardiac amyloidosis has been cardiac magnetic resonance imaging (CMR) with late gadolinium enhancement (LGE). LGE-CMR in patients with cardiac amyloidosis reveals characteristic LGE patterns that lead to a diagnosis while also correlating well with disease prognosis. However, LGE-CMR has numerous drawbacks that the newer CMR modality, T1 mapping, aims to improve. T1 mapping can be further subdivided into native T1 mapping, which does not require the use of contrast, and ECV measurement, which requires the use of contrast. Numerous T1 mapping techniques have been developed, each one with its own advantages and disadvantages when it comes to procedure difficulty and image quality. A literature review to identify relevant published articles was performed by two authors. This review aimed to present the value of T1 mapping in diagnosing cardiac amyloidosis, quantifying the amyloid burden, and evaluating the prognosis of patients with amyloidosis with cardiac involvement.
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Affiliation(s)
- Athanasios Rempakos
- Medical School of Athens, National and Kapodistrian University of Athens, Athens, Greece
| | - Adamantia Papamichail
- Medical School of Athens, National and Kapodistrian University of Athens, Athens, Greece
| | - Konstantinos Loritis
- Medical School of Athens, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Nikki Lama
- Medical School of Athens, National and Kapodistrian University of Athens, Athens, Greece
| | - Alexandros Briasoulis
- Medical School of Athens, National and Kapodistrian University of Athens, Athens, Greece
- Division of Cardiovascular Diseases, Section of Heart Failure and Transplant, University of Iowa College of Medicine, Iowa City, IA, USA
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Khella SL. Noncardiac Manifestations of Hereditary Amyloidosis. Am J Cardiol 2022; 185 Suppl 1:S17-S22. [PMID: 36369035 DOI: 10.1016/j.amjcard.2022.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/19/2022] [Accepted: 10/03/2022] [Indexed: 11/11/2022]
Abstract
The most common forms of cardiac amyloidosis are progressive, life threatening, and underrecognized. Symptoms affect a variety of organs and overlap with those of more common conditions, complicating and postponing diagnosis. Cardiac disease generally determines mortality, but noncardiac manifestations typically surface before cardiac symptoms, often several years before diagnosis. Familiarity with noncardiac manifestations may lead to early diagnosis, enabling treatment and improving prognosis.
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Affiliation(s)
- Sami L Khella
- Department of Neurology, Penn Presbyterian Medical Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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