{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:50:30Z","timestamp":1753890630556,"version":"3.41.2"},"reference-count":34,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Cardiovasc. Med."],"abstract":"<jats:sec><jats:title>Background<\/jats:title><jats:p>To investigate the feasibility of using native longitudinal relaxation time (T1) mapping values, derived from the Picture Archiving and Communication System (PACS), for assessing diffuse myocardial fibrosis in patients with coronary heart disease (CHD).<\/jats:p><\/jats:sec><jats:sec><jats:title>Materials and methods<\/jats:title><jats:p>Patients with CHD group were retrospectively enrolled as the experimental group, while age- and sex-matched healthy individuals were included as the control group. Based on the results of late gadolinium enhancement (LGE) sequence from cardiac magnetic resonance (CMR) imaging, the CHD group was further stratified into two subgroups: the LGE positive group (LGE+) and the LGE negative group (LGE\u2212). The correlation between native T1 values and extracellular volume (ECV) values were assessed using the Pearson correlation coefficient.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>A total of 60 patients with coronary heart disease (age 54.03\u2009\u00b1\u20099.86 years) were included in the analysis, of whom 30 had late gadolinium enhancement (LGE+) and 30 did not (LGE\u2212). The control group consisted of 42 healthy subjects (age 52.14\u2009\u00b1\u20097.41 years). Compared with the control group, both native T1 and extracellular volume (ECV) values were significantly increased in the CHD group (<jats:italic>P<\/jats:italic>\u2009&amp;lt;\u20090.05). The native T1 value was positively correlated with the ECV value (<jats:italic>r<\/jats:italic>\u2009=\u20090.711, <jats:italic>P<\/jats:italic>\u2009&amp;lt;\u20090.01). In the LGE+ subgroup, native T1 and ECV values were significantly higher than those in the control group (<jats:italic>P<\/jats:italic>\u2009&amp;lt;\u20090.001). The area under the receiver operating characteristic curve (AUC) for native T1 was 0.763. The optimal diagnostic threshold for native T1, as measured by the Picture Archiving and Communication System (PACS), was 1,275.50\u2005ms, with a sensitivity of 93.3% and a specificity of 63.3%.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>The diagnostic performance of scanner-generated native T1 Mapping demonstrates robust accuracy and holds potential as a non-invasive tool for evaluating diffuse myocardial fibrosis in patients with CHD.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fcvm.2025.1553919","type":"journal-article","created":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T05:39:19Z","timestamp":1746077959000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Scanner-generated native T1 mapping: a novel approach for assessing myocardial fibrosis in coronary heart disease"],"prefix":"10.3389","volume":"12","author":[{"given":"Li","family":"Kong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohong","family":"Tian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bing","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongqin","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojuan","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2025,5,1]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"101182","DOI":"10.1016\/j.cpcardiol.2022.101182","article-title":"Neighborhood-level social vulnerability and prevalence of cardiovascular risk factors and coronary heart disease","volume":"48","author":"Bevan","year":"2023","journal-title":"Curr Probl Cardiol"},{"key":"B2","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1001\/jamacardio.2020.0822","article-title":"Association of sex with severity of coronary artery disease, ischemia, and symptom burden in patients with moderate or severe ischemia: secondary analysis of the ISCHEMIA randomized clinical trial","volume":"5","author":"Reynolds","year":"2020","journal-title":"JAMA Cardiol"},{"key":"B3","doi-asserted-by":"publisher","first-page":"e005986","DOI":"10.1161\/CIRCIMAGING.116.005986","article-title":"CMR native T1 mapping allows differentiation of reversible versus irreversible myocardial damage in ST-segment-elevation myocardial infarction: an OxAMI study (Oxford Acute Myocardial Infarction)","volume":"10","author":"Liu","year":"2017","journal-title":"Circ Cardiovasc Imaging"},{"key":"B4","doi-asserted-by":"publisher","first-page":"e220255","DOI":"10.1148\/ryct.220255","article-title":"Myocardial fibrosis in congenital heart disease and the role of MRI","volume":"5","author":"DiLorenzo","year":"2023","journal-title":"Radiol Cardiothorac Imaging"},{"key":"B5","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.yjmcc.2023.05.009","article-title":"Ryr2 inhibition with dantrolene is antiarrhythmic, prevents further pathological remodeling, and improves cardiac function in chronic ischemic heart disease","volume":"181","author":"Schmeckpeper","year":"2023","journal-title":"J Mol Cell Cardiol"},{"key":"B6","doi-asserted-by":"publisher","first-page":"1221","DOI":"10.1016\/j.jcmg.2019.06.030","article-title":"Myocardial tissue characterization and fibrosis by imaging","volume":"13","author":"Karamitsos","year":"2020","journal-title":"JACC Cardiovasc Imaging"},{"key":"B7","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1093\/ehjci\/jeac177","article-title":"Prognostic implications of left ventricular torsion measured by feature-tracking cardiac magnetic resonance in patients with ST-elevation myocardial infarction","volume":"24","author":"Lai","year":"2023","journal-title":"Eur Heart J Cardiovasc Imaging"},{"key":"B8","doi-asserted-by":"publisher","first-page":"101215","DOI":"10.1016\/j.cpcardiol.2022.101215","article-title":"Heart failure after ST-elevation myocardial infarction: beyond left ventricular adverse remodeling","volume":"48","author":"Del Buono","year":"2023","journal-title":"Curr Probl Cardiol"},{"key":"B9","doi-asserted-by":"publisher","first-page":"524","DOI":"10.1001\/jamacardio.2023.0494","article-title":"Comprehensive cardiovascular magnetic resonance tissue characterization and cardiotoxicity in women with breast cancer","volume":"8","author":"Thavendiranathan","year":"2023","journal-title":"JAMA Cardiol"},{"key":"B10","doi-asserted-by":"publisher","first-page":"e222032","DOI":"10.1148\/radiol.222032","article-title":"Three-dimensional high-resolution dark-blood late gadolinium enhancement imaging for improved atrial scar evaluation","volume":"307","author":"Si","year":"2023","journal-title":"Radiology"},{"key":"B11","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1016\/j.acra.2022.03.022","article-title":"Detecting regional fibrosis in hypertrophic cardiomyopathy: the utility of myocardial strain based on cardiac magnetic resonance","volume":"30","author":"She","year":"2023","journal-title":"Acad Radiol"},{"key":"B12","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1007\/s00399-022-00874-8","article-title":"Cardiac magnetic resonance imaging and the myocardium: differentiation between vital and nonvital tissue","volume":"33","author":"Alachkar","year":"2022","journal-title":"Herzschrittmacherther Elektrophysiol"},{"key":"B13","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1186\/1532-429X-16-2","article-title":"T1-mapping in the heart: accuracy and precision","volume":"16","author":"Kellman","year":"2014","journal-title":"J Cardiovasc Magn Reson"},{"key":"B14","doi-asserted-by":"publisher","first-page":"782","DOI":"10.1161\/CIRCULATIONAHA.117.032966","article-title":"Prevalence and progression of late gadolinium enhancement in children and adolescents with hypertrophic cardiomyopathy","volume":"138","author":"Axelsson Raja","year":"2018","journal-title":"Circulation"},{"key":"B15","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.diii.2020.07.005","article-title":"Quantification of diffuse myocardial fibrosis using CMR extracellular volume fraction and serum biomarkers of collagen turnover with histologic quantification as standard of reference","volume":"102","author":"Foussier","year":"2021","journal-title":"Diagn Interv Imaging"},{"key":"B16","doi-asserted-by":"publisher","first-page":"766","DOI":"10.1016\/j.jacc.2017.12.020","article-title":"Native T1 and ECV of noninfarcted myocardium and outcome in patients with coronary artery disease","volume":"71","author":"Puntmann","year":"2018","journal-title":"J Am Coll Cardiol"},{"key":"B17","doi-asserted-by":"publisher","first-page":"e009535","DOI":"10.1161\/CIRCIMAGING.119.009535","article-title":"Myocardial extracellular volume fraction adds prognostic information beyond myocardial replacement fibrosis","volume":"12","author":"Yang","year":"2019","journal-title":"Circ Cardiovasc Imaging"},{"key":"B18","doi-asserted-by":"publisher","first-page":"1104715","DOI":"10.3389\/fcvm.2023.1104715","article-title":"Association of cardiac troponin T and growth differentiation factor 15 with replacement and interstitial cardiac fibrosis in community dwelling adults: the multi-ethnic study of atherosclerosis","volume":"10","author":"deFilippi","year":"2023","journal-title":"Front Cardiovasc Med"},{"key":"B19","doi-asserted-by":"publisher","first-page":"1436","DOI":"10.1007\/s12265-022-10264-7","article-title":"Impact of myocardial fibrosis on cardiovascular structure, function and functional Status in heart failure with preserved ejection fraction","volume":"15","author":"Lewis","year":"2022","journal-title":"J Cardiovasc Transl Res"},{"key":"B20","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1097\/RTI.0000000000000656","article-title":"Automated dual-energy computed tomography-based extracellular volume estimation for myocardial characterization in patients with ischemic and nonischemic cardiomyopathy","volume":"37","author":"Abadia","year":"2022","journal-title":"J Thorac Imaging"},{"key":"B21","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1186\/s12968-018-0475-6","article-title":"Extracellular volume fraction measurements derived from the longitudinal relaxation of blood-based synthetic hematocrit may lead to clinical errors in 3T cardiovascular magnetic resonance","volume":"20","author":"Shang","year":"2018","journal-title":"J Cardiovasc Magn Reson"},{"key":"B22","doi-asserted-by":"publisher","first-page":"e013745","DOI":"10.1161\/CIRCIMAGING.121.013745","article-title":"Synthetic extracellular volume in cardiac magnetic resonance without blood sampling: a reliable tool to replace conventional extracellular volume","volume":"15","author":"Chen","year":"2022","journal-title":"Circ Cardiovasc Imaging"},{"key":"B23","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1007\/s12350-017-0780-8","article-title":"ACC\/AATS\/AHA\/ASE\/ASNC\/SCAI\/SCCT\/STS 2016 appropriate use criteria for coronary revascularization in patients with acute coronary syndromes: a report of the American College of Cardiology appropriate use criteria task force, American association for thoracic surgery, American heart association, American society of echocardiography, American society of nuclear cardiology, society for cardiovascular angiography and interventions, society of cardiovascular computed tomography, and the society of thoracic surgeons","volume":"24","author":"Patel","year":"2017","journal-title":"J Nucl Cardiol"},{"key":"B24","doi-asserted-by":"publisher","first-page":"1946","DOI":"10.1016\/j.jcmg.2018.11.024","article-title":"Radiomic analysis of myocardial native T (1) imaging discriminates between hypertensive heart disease and hypertrophic cardiomyopathy","volume":"12","author":"Neisius","year":"2019","journal-title":"JACC Cardiovasc Imaging"},{"key":"B25","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1016\/j.jcmg.2012.08.019","article-title":"Native T1 mapping in differentiation of normal myocardium from diffuse disease in hypertrophic and dilated cardiomyopathy","volume":"6","author":"Puntmann","year":"2013","journal-title":"JACC Cardiovasc Imaging"},{"key":"B26","doi-asserted-by":"publisher","first-page":"732.e9","DOI":"10.1016\/j.crad.2019.04.019","article-title":"Myocardial extracellular volume fraction measurements with MOLLI 5(3)3 by cardiovascular MRI for the discrimination of healthy volunteers from dilated and hypertrophic cardiomyopathy patients","volume":"74","author":"Cui","year":"2019","journal-title":"Clin Radiol"},{"key":"B27","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.jcmg.2015.11.008","article-title":"Automatic measurement of the myocardial interstitium: synthetic extracellular volume quantification without hematocrit sampling","volume":"9","author":"Treibel","year":"2016","journal-title":"JACC Cardiovasc Imaging"},{"key":"B28","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/s10554-019-01717-3","article-title":"Pooled summary of native T1 value and extracellular volume with MOLLI variant sequences in normal subjects and patients with cardiovascular disease","volume":"36","author":"Vo","year":"2020","journal-title":"Int J Cardiovasc Imaging"},{"key":"B29","doi-asserted-by":"publisher","first-page":"8122","DOI":"10.1007\/s00330-022-08936-8","article-title":"Phantom-based correction for standardization of myocardial native T1 and extracellular volume fraction in healthy subjects at 3-tesla cardiac magnetic resonance imaging","volume":"32","author":"Suh","year":"2022","journal-title":"Eur Radiol"},{"key":"B30","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1186\/s12872-024-03859-2","article-title":"Focal ischemic myocardial fibrosis assessed by late gadolinium enhancement cardiovascular magnetic resonance in patients with hypertrophic cardiomyopathy","volume":"24","author":"Zhi","year":"2024","journal-title":"BMC Cardiovasc Disord"},{"key":"B31","doi-asserted-by":"publisher","first-page":"1982","DOI":"10.1007\/s00330-022-09147-x","article-title":"Early detection of myocardial fibrosis in cardiomyopathy in the absence of late enhancement: role of T1 mapping and extracellular volume analysis","volume":"33","author":"Gao","year":"2023","journal-title":"Eur Radiol"},{"key":"B32","doi-asserted-by":"publisher","first-page":"991","DOI":"10.1016\/j.jcmg.2014.04.022","article-title":"CMR-verified diffuse myocardial fibrosis is associated with diastolic dysfunction in HFpEF","volume":"7","author":"Su","year":"2014","journal-title":"JACC Cardiovasc Imaging"},{"key":"B33","doi-asserted-by":"publisher","first-page":"4557","DOI":"10.1007\/s00330-020-07650-7","article-title":"Prognostic value of myocardial extracellular volume fraction evaluation based on cardiac magnetic resonance T1 mapping with T1 long and short in hypertrophic cardiomyopathy","volume":"31","author":"Li","year":"2021","journal-title":"Eur Radiol"},{"key":"B34","doi-asserted-by":"publisher","first-page":"110848","DOI":"10.1016\/j.ejrad.2023.110848","article-title":"Relationship between diffuse fibrosis assessed by CMR and depressed myocardial strain in different stages of heart failure","volume":"164","author":"Zhang","year":"2023","journal-title":"Eur J Radiol"}],"container-title":["Frontiers in Cardiovascular Medicine"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fcvm.2025.1553919\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T05:39:20Z","timestamp":1746077960000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fcvm.2025.1553919\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,1]]},"references-count":34,"alternative-id":["10.3389\/fcvm.2025.1553919"],"URL":"https:\/\/doi.org\/10.3389\/fcvm.2025.1553919","relation":{},"ISSN":["2297-055X"],"issn-type":[{"type":"electronic","value":"2297-055X"}],"subject":[],"published":{"date-parts":[[2025,5,1]]},"article-number":"1553919"}}