1
|
Grützediek K, Fischer R, Kurio G, Böckelmann L, Bleeke M, Hagar RW, Tahir E, Grosse R, Weyhmiller M, Adam G, Bannas P, Schoennagel BP. Rapid MRI Assessment of Long-Axis Strain to Indicate Systolic Dysfunction in Patients With Sickle Cell Disease. J Magn Reson Imaging 2023; 58:1499-1506. [PMID: 36789724 DOI: 10.1002/jmri.28623] [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: 11/30/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Patients with sickle cell disease (SCD) have a unique form of cardiomyopathy. However, left ventricular ejection fraction (LVEF) is often preserved. Monoplanar long-axis strain (LAS) can be assessed from MRI four-chamber views and may be better at detecting mild systolic dysfunction in these patients. PURPOSE To compare LAS (monoplanar and biplanar) with LVEF as a marker of systolic dysfunction in SCD patients. STUDY TYPE Retrospective. SUBJECTS A total of 20 patients with genetically proven SCD (35 MRI examinations), 39 healthy controls, and 124 patients with systemic iron overload (for validation purposes). FIELD STRENGTH/SEQUENCE 1.5 T/3 T. Cine balanced steady-state free-precession. ASSESSMENT Rapidly assessed biplanar LAS from four- and two-chamber views was correlated with age and compared to LVEF by two operators. For validation, biplanar LAS was compared to global longitudinal strain (GLS) using MRI feature-tracking in 124 patients with systemic iron overload. STATISTICAL TESTS Bland-Altman analysis. Wilcoxon-Mann-Whitney test and Spearman-rank correlation (correlation coefficient, rS ). Receiver-operating-characteristic (ROC) curve analysis (area under the curve, AUC). Bivariate discriminant analysis. Significance level: P < 0.01. RESULTS There was strong correlation between biplanar LAS and GLS using feature tracking (rS = 0.73). Interoperator agreement showed nonsignificant bias for biplanar LAS (-0.02%; ±95%-agreement interval -2.2%/2.2%, P = 0.9). Biplanar LAS increased significantly with age in controls (rS = 0.70). In SCD patients, biplanar LAS was better correlated with age than monoplanar LAS (r2 = 0.53, standard error of estimate, SEE = 1.4% vs. r2 = 0.37;SEE = 2.0%). ROC analysis of LVEF, biplanar LAS, and age-adjusted Z-scores Z (LAS(age)) showed AUCs of 0.69, 0.75, and 0.86 for differentiation between SCD patients and controls. Bivariate discriminant analysis of biplanar Z (LAS(age)) and LVEF revealed a sensitivity of 63% and a specificity of 95%. DATA CONCLUSION Rapidly assessed biplanar LAS demonstrated high diagnostic accuracy and was an indicator of mild systolic dysfunction in patients with SCD. Biplanar LAS provided more precise measurements than monoplanar, and normalization to age increased diagnostic accuracy. EVIDENCE LEVEL 3. TECHNICAL EFFICACY Stage 2.
Collapse
Affiliation(s)
- Katharina Grützediek
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
| | - Roland Fischer
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
- UCSF Benioff Children's Hospital Oakland, Oakland, California, USA
| | - Gregory Kurio
- UCSF Benioff Children's Hospital Oakland, Oakland, California, USA
| | - Lukas Böckelmann
- Department of Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Germany
| | - Matthias Bleeke
- Department of Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Germany
| | | | - Enver Tahir
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
| | - Regine Grosse
- Department of Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Germany
| | | | - Gerhard Adam
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
| | - Peter Bannas
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
| | - Bjoern P Schoennagel
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Germany
| |
Collapse
|
2
|
Siry D, Riffel J, Salatzki J, André F, Weberling LD, Ochs M, Atia NA, Hillier E, Albert D, Katus HA, Giannitsis E, Frey N, Friedrich MG. A head-to-head comparison of fast-SENC and feature tracking to LV long axis strain for assessment of myocardial deformation in chest pain patients. BMC Med Imaging 2022; 22:159. [PMID: 36064332 PMCID: PMC9442977 DOI: 10.1186/s12880-022-00886-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/19/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Myocardial strain imaging has gained importance in cardiac magnetic resonance (CMR) imaging in recent years as an even more sensitive marker of early left ventricular dysfunction than left-ventricular ejection fraction (LVEF). fSENC (fast strain encoded imaging) and FT (feature tracking) both allow for reproducible assessment of myocardial strain. However, left-ventricular long axis strain (LVLAS) might enable an equally sensitive measurement of myocardial deformation as global longitudinal or circumferential strain in a more rapid and simple fashion. METHODS In this study we compared the diagnostic performance of fSENC, FT and LVLAS for identification of cardiac pathology (ACS, cardiac-non-ACS) in patients presenting with chest pain (initial hscTnT 5-52 ng/l). Patients were prospectively recruited from the chest pain unit in Heidelberg. The CMR scan was performed within 1 h after patient presentation. Analysis of LVLAS was compared to the GLS and GCS as measured by fSENC and FT. RESULTS In total 40 patients were recruited (ACS n = 6, cardiac-non-ACS n = 6, non-cardiac n = 28). LVLAS was comparable to fSENC for differentiation between healthy myocardium and myocardial dysfunction (GLS-fSENC AUC: 0.882; GCS-fSENC AUC: 0.899; LVLAS AUC: 0.771; GLS-FT AUC: 0.740; GCS-FT: 0.688), while FT-derived strain did not allow for differentiation between ACS and non-cardiac patients. There was significant variability between the three techniques. Intra- and inter-observer variability (OV) was excellent for fSENC and FT, while for LVLAS the agreement was lower and levels of variability higher (intra-OV: Pearson > 0.7, ICC > 0.8; inter-OV: Pearson > 0.65, ICC > 0.8; CoV > 25%). CONCLUSIONS While reproducibility was excellent for both FT and fSENC, it was only fSENC and the LVLAS which allowed for significant identification of myocardial dysfunction, even before LVEF, and therefore might be used as rapid supporting parameters for assessment of left-ventricular function.
Collapse
Affiliation(s)
- Deborah Siry
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany.
| | - Johannes Riffel
- Department of Cardiology and Angiology, Robert-Bosch-Hospital, Stuttgart, Germany
| | - Janek Salatzki
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Florian André
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Lukas Damian Weberling
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany
| | - Marco Ochs
- Department of Cardiology, Angiology and Internal Intensive Care, Theresien-Hospital, Mannheim, Germany
| | - Noura A Atia
- Diagnostic Radiology and Medical Imaging Department, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Elizabeth Hillier
- Departments of Medicine and Diagnostic Radiology, McGill University Health Centre, Montreal, QC, Canada
| | - David Albert
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Hugo A Katus
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Evangelos Giannitsis
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Norbert Frey
- Department of Cardiology, Angiology and Pneumology, University Clinic of Heidelberg, Heidelberg, Germany
| | - Matthias G Friedrich
- Departments of Medicine and Diagnostic Radiology, McGill University Health Centre, Montreal, QC, Canada
| |
Collapse
|
3
|
Holzknecht M, Reindl M, Tiller C, Reinstadler SJ, Lechner I, Pamminger M, Schwaiger JP, Klug G, Bauer A, Metzler B, Mayr A. Global longitudinal strain improves risk assessment after ST-segment elevation myocardial infarction: a comparative prognostic evaluation of left ventricular functional parameters. Clin Res Cardiol 2021; 110:1599-1611. [PMID: 33884479 PMCID: PMC8484167 DOI: 10.1007/s00392-021-01855-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 04/07/2021] [Indexed: 11/28/2022]
Abstract
AIM We aimed to investigate the comparative prognostic value of left ventricular ejection fraction (LVEF), mitral annular plane systolic excursion (MAPSE), fast manual long-axis strain (LAS) and global longitudinal strain (GLS) determined by cardiac magnetic resonance (CMR) in patients after ST-segment elevation myocardial infarction (STEMI). METHODS AND RESULTS This observational cohort study included 445 acute STEMI patients treated with primary percutaneous coronary intervention (pPCI). Comprehensive CMR examinations were performed 3 [interquartile range (IQR): 2-4] days after pPCI for the determination of left ventricular (LV) functional parameters and infarct characteristics. Primary endpoint was the occurrence of major adverse cardiac events (MACE) defined as composite of death, re-infarction and congestive heart failure. During a follow-up of 16 [IQR: 12-49] months, 48 (11%) patients experienced a MACE. LVEF (p = 0.023), MAPSE (p < 0.001), LAS (p < 0.001) and GLS (p < 0.001) were significantly related to MACE. According to receiver operating characteristic analyses, only the area under the curve (AUC) of GLS was significantly higher compared to LVEF (0.69, 95% confidence interval (CI) 0.64-0.73; p < 0.001 vs. 0.60, 95% CI 0.55-0.65; p = 0.031. AUC difference: 0.09, p = 0.020). After multivariable analysis, GLS emerged as independent predictor of MACE even after adjustment for LV function, infarct size and microvascular obstruction (hazard ratio (HR): 1.13, 95% CI 1.01-1.27; p = 0.030), as well as angiographical (HR: 1.13, 95% CI 1.01-1.28; p = 0.037) and clinical parameters (HR: 1.16, 95% CI 1.05-1.29; p = 0.003). CONCLUSION GLS emerged as independent predictor of MACE after adjustment for parameters of LV function and myocardial damage as well as angiographical and clinical characteristics with superior prognostic validity compared to LVEF.
Collapse
Affiliation(s)
- Magdalena Holzknecht
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Martin Reindl
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Christina Tiller
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Sebastian J Reinstadler
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Ivan Lechner
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Mathias Pamminger
- University Clinic of Radiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Johannes P Schwaiger
- Department of Internal Medicine, Academic Teaching Hospital Hall in Tirol, Milser Strasse 10, 6060, Hall in Tirol, Austria
| | - Gert Klug
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Axel Bauer
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Bernhard Metzler
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Agnes Mayr
- University Clinic of Radiology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria.
| |
Collapse
|
4
|
Wolfien M, Klatt D, Salybekov AA, Ii M, Komatsu-Horii M, Gaebel R, Philippou-Massier J, Schrinner E, Akimaru H, Akimaru E, David R, Garbade J, Gummert J, Haverich A, Hennig H, Iwasaki H, Kaminski A, Kawamoto A, Klopsch C, Kowallick JT, Krebs S, Nesteruk J, Reichenspurner H, Ritter C, Stamm C, Tani-Yokoyama A, Blum H, Wolkenhauer O, Schambach A, Asahara T, Steinhoff G. Hematopoietic stem-cell senescence and myocardial repair - Coronary artery disease genotype/phenotype analysis of post-MI myocardial regeneration response induced by CABG/CD133+ bone marrow hematopoietic stem cell treatment in RCT PERFECT Phase 3. EBioMedicine 2020; 57:102862. [PMID: 32629392 PMCID: PMC7339012 DOI: 10.1016/j.ebiom.2020.102862] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 06/11/2020] [Accepted: 06/11/2020] [Indexed: 01/08/2023] Open
Abstract
Background Bone marrow stem cell clonal dysfunction by somatic mutation is suspected to affect post-infarction myocardial regeneration after coronary bypass surgery (CABG). Methods Transcriptome and variant expression analysis was studied in the phase 3 PERFECT trial post myocardial infarction CABG and CD133+ bone marrow derived hematopoetic stem cells showing difference in left ventricular ejection fraction (∆LVEF) myocardial regeneration Responders (n=14; ∆LVEF +16% day 180/0) and Non-responders (n=9; ∆LVEF -1.1% day 180/0). Subsequently, the findings have been validated in an independent patient cohort (n=14) as well as in two preclinical mouse models investigating SH2B3/LNK antisense or knockout deficient conditions. Findings 1. Clinical: R differed from NR in a total of 161 genes in differential expression (n=23, q<0•05) and 872 genes in coexpression analysis (n=23, q<0•05). Machine Learning clustering analysis revealed distinct RvsNR preoperative gene-expression signatures in peripheral blood acorrelated to SH2B3 (p<0.05). Mutation analysis revealed increased specific variants in RvsNR. (R: 48 genes; NR: 224 genes). 2. Preclinical:SH2B3/LNK-silenced hematopoietic stem cell (HSC) clones displayed significant overgrowth of myeloid and immune cells in bone marrow, peripheral blood, and tissue at day 160 after competitive bone-marrow transplantation into mice. SH2B3/LNK−/− mice demonstrated enhanced cardiac repair through augmenting the kinetics of bone marrow-derived endothelial progenitor cells, increased capillary density in ischemic myocardium, and reduced left ventricular fibrosis with preserved cardiac function. 3. Validation: Evaluation analysis in 14 additional patients revealed 85% RvsNR (12/14 patients) prediction accuracy for the identified biomarker signature. Interpretation Myocardial repair is affected by HSC gene response and somatic mutation. Machine Learning can be utilized to identify and predict pathological HSC response. Funding German Ministry of Research and Education (BMBF): Reference and Translation Center for Cardiac Stem Cell Therapy - FKZ0312138A and FKZ031L0106C, German Ministry of Research and Education (BMBF): Collaborative research center - DFG:SFB738 and Center of Excellence - DFG:EC-REBIRTH), European Social Fonds: ESF/IV-WM-B34-0011/08, ESF/IV-WM-B34-0030/10, and Miltenyi Biotec GmbH, Bergisch-Gladbach, Germany. Japanese Ministry of Health : Health and Labour Sciences Research Grant (H14-trans-001, H17-trans-002) Trial registration ClinicalTrials.gov NCT00950274
Collapse
Affiliation(s)
- Markus Wolfien
- Department of Systems Biology and Bioinformatics, University Rostock, Institute of Computer Science, Ulmenstrasse 69, 18057 Rostock, Germany.
| | - Denise Klatt
- Hannover Medical School, Institute of Experimental Hematology, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany.
| | - Amankeldi A Salybekov
- Department of Advanced Medicine Science, Tokai University School of Medicine, Shimokasuya 143, Isehara, Kanagawa 259-1143, Japan
| | - Masaaki Ii
- Nanobridge, LLC. 1-3-5-202, Sawaragi-Nishi Ibaraki Osaka 567-0868, Japan.
| | - Miki Komatsu-Horii
- Institute of Biomedical Research and Innovation, 2-2 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan.
| | - Ralf Gaebel
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| | - Julia Philippou-Massier
- Ludwig-Maximilians-Universität München, LAFUGA Genomics, Gene Center, Feodor-Lynen-Strasse 25, 81377 Muenchen, Germany.
| | - Eric Schrinner
- University Medical Center Goettingen, Institute for Diagnostic and Interventional Radiology, Robert-Koch-Strasse 40, 37075 Göttingen, Germany.
| | - Hiroshi Akimaru
- Institute of Biomedical Research and Innovation, 2-2 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan.
| | - Erika Akimaru
- Institute of Biomedical Research and Innovation, 2-2 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan.
| | - Robert David
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| | - Jens Garbade
- Department of Cardiac Surgery, Heart Center University Medicine Leipzig, Strümpellstrasse 39, 04289 Leipzig, Germany.
| | - Jan Gummert
- Heart and diabetes center North Rhine Westfalia, University hospital of the Ruhr university Bochum, Georgstraße 11, 32545 Bad Oeynhausen, Germany.
| | - Axel Haverich
- Medical school Hannover, Department of heart-, thoracic- and vascular surgery, Carl Neuberg Strasse 1, 30625 Hannover, Germany.
| | - Holger Hennig
- Department of Systems Biology and Bioinformatics, University Rostock, Institute of Computer Science, Ulmenstrasse 69, 18057 Rostock, Germany.
| | - Hiroto Iwasaki
- Department of cardiothoracic surgery, Osaka city university, 1-4-3, Asahimachi, Abeno. Osaka, 545-8585. Japan.
| | - Alexander Kaminski
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| | - Atsuhiko Kawamoto
- Institute of Biomedical Research and Innovation, 2-2 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan.
| | - Christian Klopsch
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| | - Johannes T Kowallick
- University Medical Center Goettingen, Institute for Diagnostic and Interventional Radiology, Robert-Koch-Strasse 40, 37075 Göttingen, Germany.
| | - Stefan Krebs
- Ludwig-Maximilians-Universität München, LAFUGA Genomics, Gene Center, Feodor-Lynen-Strasse 25, 81377 Muenchen, Germany.
| | - Julia Nesteruk
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| | - Hermann Reichenspurner
- Department of Cardiac and Vascular Surgery, University heart center Hamburg, Martinistraße. 52, 20246 Hamburg, Germany.
| | - Christian Ritter
- University Medical Center Goettingen, Institute for Diagnostic and Interventional Radiology, Robert-Koch-Strasse 40, 37075 Göttingen, Germany.
| | - Christof Stamm
- German Heart Center Berlin, Department of Heart-, Thoracic- and Vascular Surgery, Augustenburger Platz 1, 13353 Berlin, Germany.
| | - Ayumi Tani-Yokoyama
- Institute of Biomedical Research and Innovation, 2-2 Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan.
| | - Helmut Blum
- Ludwig-Maximilians-Universität München, LAFUGA Genomics, Gene Center, Feodor-Lynen-Strasse 25, 81377 Muenchen, Germany.
| | - Olaf Wolkenhauer
- Department of Systems Biology and Bioinformatics, University Rostock, Institute of Computer Science, Ulmenstrasse 69, 18057 Rostock, Germany.
| | - Axel Schambach
- Hannover Medical School, Institute of Experimental Hematology, Carl-Neuberg-Strasse 1, 30625 Hannover, Germany.
| | - Takayuki Asahara
- Department of Advanced Medicine Science, Tokai University School of Medicine, Shimokasuya 143, Isehara, Kanagawa 259-1143, Japan.
| | - Gustav Steinhoff
- Reference and Translation Center for Cardiac Stem Cell Therapy, Department Life, Light and Matter and Department of cardiac surgery, University Medicine Rostock, Schillingallee 35, 18055 Rostock, Germany.
| |
Collapse
|
5
|
Cojan-Minzat BO, Zlibut A, Muresan ID, Cionca C, Horvat D, Kiss E, Revnic R, Florea M, Ciortea R, Agoston-Coldea L. Left Ventricular Geometry and Replacement Fibrosis Detected by cMRI Are Associated with Major Adverse Cardiovascular Events in Nonischemic Dilated Cardiomyopathy. J Clin Med 2020; 9:jcm9061997. [PMID: 32630483 PMCID: PMC7355464 DOI: 10.3390/jcm9061997] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 06/18/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022] Open
Abstract
To investigate the relationship between left ventricular (LV) long-axis strain (LAS) and LV sphericity index (LVSI) and outcomes in patients with nonischemic dilated cardiomyopathy (NIDCM) and myocardial replacement fibrosis confirmed by late gadolinium enhancement (LGE) using cardiac magnetic resonance imaging (cMRI), we conducted a prospective study on 178 patients (48 ± 14.4 years; 25.2% women) with first NIDCM diagnosis. The evaluation protocol included ECG monitoring, echocardiography and cMRI. LAS and LVSI were cMRI-determined. Major adverse cardiovascular events (MACEs) were defined as a composite outcome including heart failure (HF), ventricular arrhythmias (VAs) and sudden cardiac death (SCD). After a median follow-up of 17 months, patients with LGE+ had increased risk of MACEs. Kaplan-Meier curves showed significantly higher rate of MACEs in patients with LGE+ (p < 0.001), increased LVSI (p < 0.01) and decreased LAS (p < 0.001). In Cox analysis, LAS (HR = 1.32, 95%CI (1.54–9.14), p = 0.001), LVSI [HR = 1.17, 95%CI (1.45–7.19), p < 0.01] and LGE+ (HR = 1.77, 95%CI (2.79–12.51), p < 0.0001) were independent predictors for MACEs. In a 4-point risk scoring system based on LV ejection fraction (LVEF) < 30%, LGE+, LAS > −7.8% and LVSI > 0.48%, patients with 3 and 4 points had a significantly higher risk for MACEs. LAS and LVSI are independent predictors of MACEs and provide incremental value beyond LVEF and LGE+ in patients with NIDCM and myocardial fibrosis.
Collapse
Affiliation(s)
- Bianca Olivia Cojan-Minzat
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
- Department of Family Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400001 Cluj-Napoca, Romania; (R.R.); (M.F.)
| | - Alexandru Zlibut
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
| | - Ioana Danuta Muresan
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
| | - Carmen Cionca
- Department of Radiology, Affidea Hiperdia Diagnostic Imaging Center, 400015 Cluj-Napoca, Romania;
| | - Dalma Horvat
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
| | - Eva Kiss
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
| | - Radu Revnic
- Department of Family Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400001 Cluj-Napoca, Romania; (R.R.); (M.F.)
| | - Mira Florea
- Department of Family Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400001 Cluj-Napoca, Romania; (R.R.); (M.F.)
| | - Razvan Ciortea
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
- Department of Obstetrics and Gynecology, Emergency County Hospital, 400124 Cluj-Napoca, Romania
| | - Lucia Agoston-Coldea
- Department of Internal Medicine, Iuliu Hatieganu University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (B.O.C.-M.); (A.Z.); (I.D.M.); (D.H.); (E.K.); (R.C.)
- Department of Radiology, Affidea Hiperdia Diagnostic Imaging Center, 400015 Cluj-Napoca, Romania;
- 2nd Department of Internal Medicine, Emergency County Hospital, 400006 Cluj-Napoca, Romania
- Correspondence: ; Tel.: +402-6459-1942; Fax: +402-6459-9817
| |
Collapse
|
6
|
Leng S, Tan RS, Zhao X, Allen JC, Koh AS, Zhong L. Fast long-axis strain: a simple, automatic approach for assessing left ventricular longitudinal function with cine cardiovascular magnetic resonance. Eur Radiol 2020; 30:3672-3683. [PMID: 32107604 DOI: 10.1007/s00330-020-06744-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 02/07/2020] [Accepted: 02/12/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES In some cardiac pathologies, impairment of left ventricular (LV) longitudinal function may precede reduction in LV ejection fraction. This study investigates the effectiveness of a fast method to quantify long-axis LV function compared to conventional feature tracking and manual approaches. METHODS The study consisted of 50 normal controls and 100 heart failure (HF) patients including 40 with reduced ejection fraction (HFrEF), 30 with mid-range ejection fraction (HFmrEF), and 30 with preserved ejection fraction (HFpEF). Parameters including fast long-axis strain (FLAS) at end-systole and peak strain rates during systole (FLASRs), early diastole (FLASRe), and atrial contraction (FLASRa) were derived by a fast semi-automated approach on cine cardiovascular magnetic resonance. RESULTS FLAS exhibited good agreement with strain values obtained using conventional feature tracking (bias - 2.9%, limits of agreement ± 3.0%) and the manual approach (bias 0.6%, limits of agreement ± 2.1%), where FLAS was more reproducible and required shorter measurement time. The mean FLAS (HFrEF < HFmrEF < HFpEF < controls; 6.1 ± 2.4 < 9.9 ± 2.4 < 11.0 ± 2.5 < 16.9 ± 2.3%, all p < 0.0001) was decreased in all the HF patient groups. A FLAS of 12.3% (mean-2SD of controls) predicted the presence of systolic dysfunction in 67% of patients with HFpEF, and 87% with HFmrEF. Strain parameters using the fast approach were superior to those obtained by conventional feature tracking and manual approaches for discriminating HFpEF from controls. Notable examples are area under the curve, sensitivity, and specificity for FLAS (0.94, 93%, and 86%) and FLASRe (0.96, 90%, and 94%). CONCLUSIONS The fast approach-derived LV strain and strain rate parameters facilitate reproducible, reliable, and effective LV longitudinal function analysis. KEY POINTS • Left ventricular long-axis strain can be rapidly derived from cine CMR with shorter measurement time and higher reproducibility compared to conventional feature tracking and the manual approach. • Progressive reductions in left ventricular long-axis strain and strain rate measurements were observed from HFpEF, HFmrEF, to HFrEF group. • Based on long-axis strain, systolic abnormalities were evident in HFmrEF and HFpEF indicating common coexistence of systolic and diastolic dysfunction in the HF phenotypes.
Collapse
Affiliation(s)
- Shuang Leng
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609, Singapore
| | - Ru-San Tan
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609, Singapore.,Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Xiaodan Zhao
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609, Singapore
| | - John C Allen
- Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Angela S Koh
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609, Singapore.,Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Liang Zhong
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609, Singapore. .,Duke-NUS Medical School, National University of Singapore, 8 College Road, Singapore, 169857, Singapore.
| |
Collapse
|
7
|
Leng S, Tan RS, Zhao X, Allen JC, Koh AS, Zhong L. Validation of a rapid semi-automated method to assess left atrial longitudinal phasic strains on cine cardiovascular magnetic resonance imaging. J Cardiovasc Magn Reson 2018; 20:71. [PMID: 30396356 PMCID: PMC6219067 DOI: 10.1186/s12968-018-0496-1] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 10/09/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Abnormal left atrial (LA) function is a marker of cardiac dysfunction and adverse cardiovascular outcome, but is difficult to assess, and hence not, routinely quantified. We aimed to determine the feasibility and effectiveness of a fast method to measure long-axis LA strain and strain rate (SR) with standard cardiovascular magnetic resonance (CMR) compared to conventional feature tracking (FT) derived longitudinal strain. METHODS We studied 50 normal controls, 30 patients with hypertrophic cardiomyopathy, and 100 heart failure (HF) patients, including 40 with reduced ejection fraction (HFrEF), 30 mid-range ejection fraction (HFmrEF) and 30 preserved ejection fraction (HFpEF). LA longitudinal strain and SR parameters were derived by tracking the distance between the left atrioventricular junction and a user-defined point at the mid posterior LA wall on standard cine CMR two- and four-chamber views. LA performance was analyzed at three distinct cardiac phases: reservoir function (reservoir strain εs and strain rate SRs), conduit function (conduit strain εe and strain rate SRe) and booster pump function (booster strain εa and strain rate SRa). RESULTS There was good agreement between LA longitudinal strain and SR assessed using the fast and conventional FT-CMR approaches (r = 0.89 to 0.99, p < 0.001). The fast strain and SRs showed a better intra- and inter-observer reproducibility and a 55% reduction in evaluation time (85 ± 10 vs. 190 ± 12 s, p < 0.001) compared to FT-CMR. Fast LA measurements in normal controls were 35.3 ± 5.2% for εs, 18.1 ± 4.3% for εe, 17.2 ± 3.5% for εa, and 1.8 ± 0.4, - 2.0 ± 0.5, - 2.3 ± 0.6 s- 1 for the respective phasic SRs. Significantly reduced LA strains and SRs were observed in all patient groups compared to normal controls. Patients with HFpEF and HFmrEF had significantly smaller εs, SRs, εe and SRe than hypertrophic cardiomyopathy, and HFmrEF had significantly impaired LA reservoir and booster function compared to HFpEF. The fast LA strains and SRs were similar to FT-CMR for discriminating patients from controls (area under the curve (AUC) = 0.79 to 0.96 vs. 0.76 to 0.93, p = NS). CONCLUSIONS Novel quantitative LA strain and SR derived from conventional cine CMR images are fast assessable parameters for LA phasic function analysis.
Collapse
Affiliation(s)
- Shuang Leng
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609 Singapore
| | - Ru-San Tan
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609 Singapore
- Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Xiaodan Zhao
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609 Singapore
| | - John C. Allen
- Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Angela S. Koh
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609 Singapore
- Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| | - Liang Zhong
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore, 169609 Singapore
- Duke-NUS Medical School, 8 College Road, Singapore, 169857 Singapore
| |
Collapse
|
8
|
Sawlani RN, Collins JD. Cardiac MRI and Ischemic Heart Disease: Role in Diagnosis and Risk Stratification. Curr Atheroscler Rep 2016; 18:23. [DOI: 10.1007/s11883-016-0576-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
|
9
|
Kuwata S, Yoneyama K, Suzuki K, Izumo M, Mizukoshi K, Koyama K, Ishibashi Y, Mitarai T, Kamijima R, Kongoji K, Harada T, Akashi YJ. Aortic annulus displacement assessed by contrast left ventriculography during invasive coronary angiography as a predictor of adverse events. J Cardiol 2016; 69:442-448. [PMID: 26896307 DOI: 10.1016/j.jjcc.2015.12.012] [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: 08/15/2015] [Revised: 11/30/2015] [Accepted: 12/01/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND We propose the use of aortic annulus displacement (AAD) detected on contrast left ventriculography (LVG) during invasive coronary angiography as a marker of left ventricular (LV) long-axis shortening. In the present study, we aimed to investigate whether AAD is associated with adverse events in patients who underwent coronary angiography because of suspected coronary artery disease. METHODS In this retrospective study, we evaluated the medical records of 998 consecutive patients who underwent invasive coronary angiography and LVG. LV lengths were measured from the apex to the aortic valve insertion by using LVG images. AAD (%) was calculated as [(LV end-diastolic length-LV end-systolic length)/LV end-diastolic length]×100. RESULTS The participants' median age was 67 years. Ninety-six adverse events (composite events; all-cause death, 39; congestive heart failure, 21; late revascularization, 34; and myocardial infarction, 2) were observed during a median follow-up period of 3.1 years. In multivariate Cox regression analysis, adverse events were associated with lower AAD (hazard ratio, 0.703; p=0.002), after adjusting for traditional risk factors and coronary artery stenosis. The area under the curve of AAD for predicting adverse events was greater than that of LV ejection fraction (0.656 vs. 0.541, p<0.05). CONCLUSIONS AAD was superior to LV ejection fraction as a predictor of adverse events in patients with and without coronary arterial stenosis. AAD may be the optimal method for assessing longitudinal LV systolic function in the catheter laboratory.
Collapse
Affiliation(s)
- Shingo Kuwata
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Kihei Yoneyama
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Kengo Suzuki
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Masaki Izumo
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Kei Mizukoshi
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Kohei Koyama
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Yuki Ishibashi
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Takanobu Mitarai
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Ryo Kamijima
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Ken Kongoji
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Tomoo Harada
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Yoshihiro J Akashi
- Division of Cardiology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan.
| |
Collapse
|
10
|
Gjesdal O, Yoneyama K, Mewton N, Wu C, Gomes AS, Hundley G, Prince M, Shea S, Liu K, Bluemke DA, Lima JAC. Reduced long axis strain is associated with heart failure and cardiovascular events in the multi-ethnic study of Atherosclerosis. J Magn Reson Imaging 2016; 44:178-85. [PMID: 26731196 DOI: 10.1002/jmri.25135] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 12/02/2015] [Indexed: 11/08/2022] Open
Abstract
PURPOSE To propose long axis strain (LAS), a novel index of global left ventricle (LV) function, as a sensitive and powerful predictor of hard cardiovascular events and heart failure in the Multi-Ethnic Study of Atherosclerosis (MESA). MATERIALS AND METHODS Strain is an index of relative myocardial deformation, and enables normalization for differences in heart size. Measurement of strain conventionally requires dedicated software and protocols for image acquisition. LAS, however, can be analyzed using a caliper tool from conventional LV long axis magnetic resonance imaging (MRI) cine loops, reflecting the average myocardial contraction in the longitudinal direction. In all, 1651 participants (53% men) of the MESA study, without a history of myocardial infarction or heart failure, were assessed using conventional cine MR images. LV lengths were assessed at end-diastole (EDL ) and end-systole (ESL ), and LAS was calculated as 100*(EDL -ESL )/EDL . Participants were followed for 6.8 ± 1.8 years for a composite endpoint of congestive heart failure or hard cardiovascular events, and the predictive ability of LAS was tested, unadjusted and adjusted for established cardiovascular risk factors. RESULTS A total of 114 events were observed. Mean LAS was 11.7 ± 2.5% and 10.0 ± 2.7% in participants without and with events, respectively (P < 0.001). Increased LAS reduced the hazard ratio to 0.75 for univariate, and 0.88 for multivariate assessments, respectively (both P < 0.001). CONCLUSION Assessment of long axis LV deformation by LAS is feasible and reproducible. Moreover, LAS predicts hard cardiovascular events and congestive heart failure in a multi-ethnic population without overt cardiovascular disease at inclusion. J. Magn. Reson. Imaging 2016;44:178-185.
Collapse
Affiliation(s)
- Ola Gjesdal
- Johns Hopkins University, Department of Cardiology, Baltimore, Maryland, USA.,Oslo University Hospital, Department of Cardiology, Oslo, Norway
| | - Kihei Yoneyama
- Johns Hopkins University, Department of Cardiology, Baltimore, Maryland, USA
| | - Nathan Mewton
- Johns Hopkins University, Department of Cardiology, Baltimore, Maryland, USA
| | - Colin Wu
- National Heart, Lung and Blood Institute, Office of Biostatistics Research, Bethesda, Maryland, USA
| | - Antoinette S Gomes
- UCLA School of Medicine, Department of Radiology, Los Angeles, California, USA
| | - Gregory Hundley
- Wake Forest University Health Sciences, Department of Cardiology, Winston-Salem, North Carolina, USA
| | - Martin Prince
- Columbia University, Department of Radiology, New York, New York, USA
| | - Steven Shea
- Columbia University, Departments of Medicine and Epidemiology, New York, New York, USA
| | - Kiang Liu
- Northwestern University Medical School, Department of Preventive Medicine, Chicago, Illinois, USA
| | - David A Bluemke
- National Institutes of Health Clinical Center, National Institute of Biomedical Imaging and Bioengineering, Bethesda, Maryland, USA
| | - Joao A C Lima
- Johns Hopkins University, Department of Cardiology, Baltimore, Maryland, USA
| |
Collapse
|
11
|
Riffel JH, Andre F, Maertens M, Rost F, Keller MGP, Giusca S, Seitz S, Kristen AV, Müller M, Giannitsis E, Korosoglou G, Katus HA, Buss SJ. Fast assessment of long axis strain with standard cardiovascular magnetic resonance: a validation study of a novel parameter with reference values. J Cardiovasc Magn Reson 2015; 17:69. [PMID: 26253220 PMCID: PMC4529700 DOI: 10.1186/s12968-015-0171-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 07/16/2015] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Assessment of longitudinal function with cardiovascular magnetic resonance (CMR) is limited to measurement of systolic excursion of the mitral annulus (MAPSE) or elaborate strain imaging modalities. The aim of this study was to develop a fast assessable parameter for the measurement of long axis strain (LAS) with CMR. METHODS 40 healthy volunteers and 125 patients with different forms of cardiomyopathy were retrospectively analyzed. Four different approaches for the assessment of LAS with CMR measuring the distance between the LV apex and a line connecting the origins of the mitral valve leaflets in enddiastole and endsystole were evaluated. Values for LAS were calculated according to the strain formula. RESULTS LAS derived from the distance of the epicardial apical border to the midpoint of the line connecting the mitral valve insertion points (LAS-epi/mid) proved to be the most reliable parameter for the assessment of LAS among the different approaches. LAS-epi/mid displayed the highest sensitivity (81.6 %) and specificity (97.5 %), furthermore showing the best correlation with feature tracking (FTI) derived transmural longitudinal strain (r = 0.85). Moreover, LAS-epi/mid was non-inferior to FTI in discriminating controls from patients (Area under the curve (AUC) = 0.95 vs. 0.94, p = NS). The time required for analysis of LAS-epi/mid was significantly shorter than for FTI (67 ± 8 s vs. 180 ± 14 s, p < 0.0001). Additionally, LAS-epi/mid performed significantly better than MAPSE (Delta AUC = 0.09; p < 0.005) and the ejection fraction (Delta AUC = 0.11; p = 0.0002). Reference values were derived from 234 selected healthy volunteers. Mean value for LAS-epi/mid was -17.1 ± 2.3 %. Mean values for men were significantly lower compared to women (-16.5 ± 2.2 vs. -17.9 ± 2.1 %; p < 0.0001), while LAS decreased with age. CONCLUSIONS LAS-epi/mid is a novel and fast assessable parameter for the analysis of global longitudinal function with non-inferiority compared to transmural longitudinal strain.
Collapse
Affiliation(s)
- Johannes H Riffel
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Florian Andre
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Malte Maertens
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Franziska Rost
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Marius G P Keller
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Sorin Giusca
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Sebastian Seitz
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Arnt V Kristen
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Matthias Müller
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Evangelos Giannitsis
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Grigorios Korosoglou
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| | - Hugo A Katus
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
- DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany.
| | - Sebastian J Buss
- Department of Cardiology, Angiology and Pneumology, University of Heidelberg, INF 410, 69120, Heidelberg, Germany.
| |
Collapse
|