ArticleJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance2013
Normal variation of magnetic resonance T1 relaxation times in the human population at 1.5 T using ShMOLLI.
Article in Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 138 papers, 5 of them syntheses that pooled it.
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Who cites it
138 citing papers in PubMed, 5 syntheses or guidelines pooled it, 264 citations in OpenAlex.
- Society for Cardiovascular Magnetic Resonance reference values ("normal values") in cardiovascular magnetic resonance: 2025 update.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2025Guideline
- CMR T1 reactivity in healthy adult hearts: a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2025Pooled it
- Pooled summary of native T1 value and extracellular volume with MOLLI variant sequences in normal subjects and patients with cardiovascular disease.The international journal of cardiovascular imaging · 2020Pooled it
- Native T1 and Extracellular Volume Measurements by Cardiac MRI in Healthy Adults: A Meta-Analysis.Radiology · 2019Pooled it
- Society for Cardiovascular Magnetic Resonance (SCMR) expert consensus for CMR imaging endpoints in clinical research: part I - analytical validation and clinical qualification.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2018Guideline
- Cardiac magnetic resonance in heart transplant recipients: histological, clinical and cell-free DNA validation.European heart journal. Cardiovascular Imaging · 2025Trial
- Trial
- Native myocardial T1 mapping using rapid 1.5T T1FLASH and T1 MOLLI during breath-hold and free-breathing.BMC cardiovascular disorders · 2026Article
- Native myocardial T1 reference values in a tunisian cohort using MOLLI and SMART1Map.Scientific reports · 2026Article
- Age-, sex-, and segment-specific myocardial T1 and T2 reference values in a healthy cohort: a prospective single-center study.Clinical research in cardiology : official journal of the German Cardiac Society · 2026Article
- Reference ranges for myocardial native T1, T2, and extracellular volume at 5.0T cardiac magnetic resonance imaging in healthy adults.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2026Article
- Diagnostic Value of Native T1 and T2 Mapping in Differentiating Clinically Suspected Amyloidosis and Hypertrophic Cardiomyopathy.Diagnostics (Basel, Switzerland) · 2026Article
- CMR T1 and T2 mapping and extracellular volume quantification in systolic phase produces superior image quality with less motion artifacts and equal mapping values compared to conventional diastolic mapping.Magma (New York, N.Y.) · 2026Article
- Reproducibility of native T1 value measurements across cardiac phases and slice positions using a 1.5T magnetic resonance system.Radiological physics and technology · 2026Article
- Differentiating ischemic from healthy myocardium using cardiovascular magnetic resonance dipyridamole rest and stress T1 mapping.Scientific reports · 2026Article
- Excellent Reproducibility of Synthetic Extracellular Volume Without Blood Extraction Across Different Cardiomyopathies Using Published Regression Models.Journal of cardiovascular development and disease · 2026Article
- Cardiac left ventricular MRI texture analysis to derive texture characteristics of a healthy population: clinical implications.European radiology · 2026Article
- Myocardial fibrosis and tissue alterations predict cardiovascular outcomes in chronic kidney disease-a prospective virtual twin study design using large-scale population database.Frontiers in cardiovascular medicine · 2026Article
- Exploring sex differences in myocardial fibrosis in patients with structurally normal hearts.Scientific reports · 2025Article
- Optimizing synthetic hematocrit for cardiac MRI: a multivariable model calibrated with standardized venous sampling.The international journal of cardiovascular imaging · 2025Article
78 more citing papers are in PubMed but not listed here.
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Authors and funding
16 authors at 5 institutions in 4 countries.
Funding
Abstract
backgroundQuantitative T1-mapping is rapidly becoming a clinical tool in cardiovascular magnetic resonance (CMR) to objectively distinguish normal from diseased myocardium. The usefulness of any quantitative technique to identify disease lies in its ability to detect significant differences from an established range of normal values. We aimed to assess the variability of myocardial T1 relaxation times in the normal human population estimated with recently proposed Shortened Modified Look-Locker Inversion recovery (ShMOLLI) T1 mapping technique.
methodsA large cohort of healthy volunteers (n = 342, 50% females, age 11-69 years) from 3 clinical centres across two countries underwent CMR at 1.5T. Each examination provided a single average myocardial ShMOLLI T1 estimate using manually drawn myocardial contours on typically 3 short axis slices (average 3.4 ± 1.4), taking care not to include any blood pool in the myocardial contours. We established the normal reference range of myocardial and blood T1 values, and assessed the effect of potential confounding factors, including artefacts, partial volume, repeated measurements, age, gender, body size, hematocrit and heart rate.
resultsNative myocardial ShMOLLI T1 was 962 ± 25 ms. We identify the partial volume as primary source of potential error in the analysis of respective T1 maps and use 1 pixel erosion to represent "midwall myocardial" T1, resulting in a 0.9% decrease to 953 ± 23 ms. Midwall myocardial ShMOLLI T1 was reproducible with an intra-individual, intra- and inter-scanner variability of ≤2%. The principle biological parameter influencing myocardial ShMOLLI T1 was the female gender, with female T1 longer by 24 ms up to the age of 45 years, after which there was no significant difference from males. After correction for age and gender dependencies, heart rate was the only other physiologic factor with a small effect on myocardial ShMOLLI T1 (6ms/10bpm). Left and right ventricular blood ShMOLLI T1 correlated strongly with each other and also with myocardial T1 with the slope of 0.1 that is justifiable by the resting partition of blood volume in myocardial tissue. Overall, the effect of all variables on myocardial ShMOLLI T1 was within 2% of relative changes from the average.
conclusionNative T1-mapping using ShMOLLI generates reproducible and consistent results in normal individuals within 2% of relative changes from the average, well below the effects of most acute forms of myocardial disease. The main potential confounder is the partial volume effect arising from over-inclusion of neighbouring tissue at the manual stages of image analysis. In the study of cardiac conditions such as diffuse fibrosis or small focal changes, the use of "myocardial midwall" T1, age and gender matching, and compensation for heart rate differences may all help to improve the method sensitivity in detecting subtle changes. As the accuracy of current T1 measurement methods remains to be established, this study does not claim to report an accurate measure of T1, but that ShMOLLI is a stable and reproducible method for T1-mapping.
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