Abstract
Objective
Patients with thalassemia major (TM) have the highest mortality rate due to heart failure induced by myocardial iron overload. However, T2* weighted MR imaging is currently a gold standard approach for measuring iron overload. Examining ventricular volumes with magnetic resonance imaging (MR imaging) and measuring myocardial iron overload in TM patients allows for an early prediction of heart failure. This dataset includes cardiac MR images of TM patients and the control group with clinical and echocardiographic data. This dataset may be useful to researchers investigating myocardial iron overload. This dataset can also be used for medical image processing applications, such as ventricle segmentation.
Data description
This study provides open-source cardiac MR images of 50 subjects and clinical and echocardiographic data. From February 2016 to January 2019, all images and clinical data were obtained from the MRI department of a general hospital in Mashhad, Iran. All the images are 16-bit gray-scale and stored in DICOM format. All patient-specific information is removed from image headers to preserve patient privacy. In addition, all images associated with each subject are compressed and saved in the RAR format.
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Thalassemia is a set of genetic disorders characterized by decreased or absent hemoglobin synthesis. Blood transfusion is required to control a severe form of thalassemia [1]. Blood transfusion and iron bromide absorption in the gastrointestinal tract, in either, are many times higher than normal, leading to iron overload. In patients with major thalassemia who have received blood transfusions, cardiac failure due to myocardial iron overload is the primary cause of death [2,3,4]. MRI uses as an appropriate modality for measuring liver and myocardial iron overload [5]. Because GRE sequences (T2* weighted) are more sensitive to tissue with iron, they are theoretically superior to spin-echo sequences for assessing myocardial iron concentration.
Because of the short imaging periods in this sequence, cardiac gated imaging with breath-holding can be used to reduce movement artifacts from heart muscle movement, blood flow, and respiratory movements [5]. Even though CMR T2* is the gold standard for detecting iron overload in myocardial muscle, diastolic cardiac dysfunction may be present even if T2* levels are normal [6]. It is crucial to assess the size and function of the ventricle in order to treat a variety of congenital and acquired cardiac diseases, including diastolic abnormalities [7]. This dataset contains CMR images and supplementary clinical data that researchers can utilize to evaluate heart function, particularly in TM patients with myocardial iron overload. They can also be used for image analysis and processing.
Data description
This dataset consists of unenhanced Cardiac MR Images from 50 subjects, including 37 confirmed TM patients and 13 healthy subjects. Images were obtained at the point of care in an inpatient setting with echocardiographic data for heart dysfunction in TM patients and supporting clinical symptoms from February 2016 to January 2019. Subjects in this study were over the age of 18 and who showed clinical signs of heart failure (shortness of breath, decreased activity, hand, and foot swelling, round the eye and chest pain, arrhythmia), LVEF < 50%, high mean arterial pressure, renal failure, diabetes mellitus, pulmonary hypertension, addiction, cardiovascular disease and infectious diseases during the study were excluded. All CMR tests were completed a week after the last blood transfusion. All participants gave their informed consent in writing and orally.
MRI exams were performed with the Siemens Avanto B17 (1.5 Tesla) machine (Siemens Medical Solutions USA, Inc.). All images are in DICOM format and are 16-bit gray-scale images with a resolution of 192 × 256 pixels. All patient-specific information is removed from image headers to protect patient privacy. Following that, all images associated with each patient are compressed and saved in RAR format. Table 1 shows a summary of the dataset. Breath-hold and retrospective gating were applied with True FISP sequences in the short axis. A Gradient multi-echo Dark Blood sequence was used in breath-hold and retrospective gating in 3 slices in the short axis plane and 8 echo times to assess myocardial iron overload. Technically, assessment of myocardial iron overload is in the papillary muscles, the ventricular wall, and the septum. An initial slice was selected from the papillary muscles, and the other two slices were placed at the same intervals at the top and bottom of the first cut. Additional data (such as age range, sex, BSA, LAEDV index, LAESV index, LASV index, and T2*), echocardiographic data (such as LAEDV index, LAESV index, LASV index, and LAEF), and some detailed clinical data (Serum ferritin level, transfusion starting age, chelation starting age, and T2* (ms) liver iron quantification) are given as “Data file 1” in Table 1. Table 1 lists the imaging parameters for these sequences as “Data file 2.” All images were evaluated visually by two board-certified radiologists and cardiologists. Table 1, “Data file 3”, contains a complete description of the methodology.
Limitations
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A large number of images contain some form of motion artifacts.
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Images were taken at a single general hospital in Mashhad, Iran, representing a predominantly Iranian population.
Availability of data and materials
The data described in this data note can be freely and openly accessed on the Harvard Dataverse under (https://doi.org/10.7910/DVN/OIWUTH) [8]. Please see Table 1 for details and link to the data.
Abbreviations
- MRI:
-
Magnetic resonance imaging
- GRE:
-
Gradient echo
- CMR:
-
Cardiac magnetic resonance
- TM:
-
Thalassemia major
- LVEF:
-
Left Ventricular Ejection Fraction
- DICOM:
-
Digital Imaging and Communications in Medicine
- RAR:
-
Roshal Archive
- LA:
-
Left Atrial
- LV:
-
Left Ventricle
- BSA:
-
Body Surface Area
- LAEDV:
-
Left Atrial End diastolic Volume
- LAESV:
-
Left Atrial End systolic Volume
- LASV:
-
Left Atrial Stroke Volume
- LAEF:
-
Left Atrial Ejection Fraction
References
Anie KA, Massaglia P. Psychological therapies for thalassaemia. Cochrane Database Syst Rev. 2014;3:CD002890.
Tziomalos K, Perifanis V. Liver iron content determination by magnetic resonance imaging. World J Gastroenterol. 2010;16(13):1587.
Wood JC. Cardiac iron across different transfusion-dependent diseases. Blood Rev. 2008;22:S14–21.
Pepe A. Prediction of cardiac complications for thalassemia major in the widespread cardiac magnetic resonance era: a prospective multicentre study by a multi-parametric approach. Eur Heart J Cardiovasc Imaging. 2018;19(3):299–309.
Krittayaphong R, et al. Detection of cardiac iron overload with native magnetic resonance T1 and T2 mapping in patients with thalassemia. Int J Cardiol. 2017;248:421–6.
Mancuso L, et al. Diastolic dysfunction with normal heart T2* in thalassemia major with heart failure. A single centre study. Blood. 2016;128(22):2457.
Luo Y-G, et al. Myocardial iron loading assessment by automatic left ventricle segmentation with morphological operations and geodesic active contour on T2* images. Sci Rep. 2015;5:12438.
Bakhshali MA. Cardiac MR Images of thalassemia major patients with myocardial iron overload. 2021. Harvard Dataverse, V3. https://doi.org/10.7910/DVN/OIWUTH.
Acknowledgements
We would like to thank Mashhad University of Medical Sciences for supporting this study.
Funding
The study received funding from Mashhad University of Medical Sciences (Fund Number: 991315).
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Contributions
ESA and SJSR prepared patients and acquired all images. PL provided access to the data for sharing and assessing images for clinical diagnoses. HP acquired all echocardiographic and clinical data. MAB contributed to image preprocessing and file format preparations. MAB drafted the manuscript and critically revised the text. All authors read and approved the final manuscript.
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This study has been assessed by the research council of Mashhad University of Medical Sciences regarding ethical issues. The study was approved because no identifying data have been reported.
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Not applicable.
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The authors declare that they have no competing interests.
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Shiae Ali , E., Bakhshali, M.A., Shoja Razavi, S.J. et al. Cardiac MR images of thalassemia major patients with myocardial iron overload: a data note. BMC Res Notes 14, 318 (2021). https://doi.org/10.1186/s13104-021-05733-2
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DOI: https://doi.org/10.1186/s13104-021-05733-2