1
|
Guo Q, Wang X, Guo R, Guo Y, Yan Y, Gong W, Zheng W, Wang H, Xu L, Que B, Nie S. Incremental value of high-risk CMR attributes to predict adverse remodeling after ST-segment elevation myocardial infarction across LVEF categories. Hellenic J Cardiol 2024:S1109-9666(24)00127-1. [PMID: 38871180 DOI: 10.1016/j.hjc.2024.06.003] [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: 11/28/2023] [Revised: 03/30/2024] [Accepted: 06/06/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND A couple of cardiac magnetic resonance (CMR) attributes strongly predict adverse remodeling after ST-segment elevation myocardial infarction (STEMI); however, the value of incorporating high-risk CMR attributes, particularly, in patients with non-reduced ejection fraction, remains undetermined. This study sought to evaluate the independent and incremental predictive value of a multiparametric CMR approach for adverse remodeling after STEMI across left ventricular ejection fraction (LVEF) categories. METHODS A total of 157 patients with STEMI undergoing primary percutaneous coronary intervention were prospectively enrolled. Adverse remodeling was defined as ≥20% enlargement in left ventricular end-diastolic volume from index admission to 3 months of follow-up. RESULTS Adverse remodeling occurred in 23.6% of patients. After adjustment for clinical risk factors, a stroke volume index <29.6 mL/m2, a global longitudinal strain >-7.5%, an infarct size >39.2%, a microvascular obstruction >4.9%, and a myocardial salvage index <36.4 were independently associated with adverse remodeling. The incidence of adverse remodeling increased with the increasing number of high-risk CMR attributes, regardless of LVEF (LVEF ≤ 40%: P = 0.026; 40% < LVEF < 50%: P = 0.001; LVEF ≥ 50%: P < 0.001). The presence of ≥4 high-risk attributes was an independent predictor of LV adverse remodeling (70.0% vs. 16.8%, adjusted OR 9.68, 95 CI% 3.25-28.87, P < 0.001). Furthermore, the number of high-risk CMR attributes had an incremental predictive value over reduced LVEF and baseline clinical risk factors (AUC: 0.81 vs. 0.68; P = 0.002). CONCLUSIONS High-risk CMR attributes showed a significant association with adverse remodeling after STEMI across LVEF categories. This imaging-based model provided incremental value for adverse remodeling over traditional clinical factors and LVEF.
Collapse
Affiliation(s)
- Qian Guo
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Xiao Wang
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China; Department of Cardiology, National Center for Cardiovascular Disease, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Ruifeng Guo
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Yingying Guo
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Yan Yan
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Wei Gong
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Wen Zheng
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| | - Hui Wang
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Lei Xu
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Bin Que
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China.
| | - Shaoping Nie
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Beijing, China
| |
Collapse
|
2
|
Coiro S, Lacomblez C, Duarte K, Gargani L, Rastogi T, Chouihed T, Girerd N. A machine learning-based lung ultrasound algorithm for the diagnosis of acute heart failure. Intern Emerg Med 2024:10.1007/s11739-024-03627-2. [PMID: 38780749 DOI: 10.1007/s11739-024-03627-2] [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] [Received: 09/11/2023] [Accepted: 04/23/2024] [Indexed: 05/25/2024]
Abstract
Lung ultrasound (LUS) is an effective tool for diagnosing acute heart failure (AHF). However, several imaging protocols currently exist and how to best use LUS remains undefined. We aimed at developing a lung ultrasound-based model for AHF diagnosis using machine learning. Random forest and decision trees were generated using the LUS data (via an 8-zone scanning protocol) in patients with acute dyspnea admitted to the Emergency Department (PLUME study, N = 117) and subsequently validated in an external dataset (80 controls from the REMI study, 50 cases from the Nancy AHF cohort). Using the random forest model, total B-line sum (i.e., in both hemithoraces) was the most significant variable for identifying AHF, followed by the difference in B-line sum between the superior and inferior lung areas. The decision tree algorithm had a good diagnostic accuracy [area under the curve (AUC) = 0.865] and identified three risk groups (i.e., low 24%, high 70%, and very high-risk 96%) for AHF. The very high-risk group was defined by the presence of 14 or more B-lines in both hemithoraces while the high-risk group was described as having either B-lines mostly localized in superior points or in the right hemithorax. Accuracy in the validation cohort was excellent (AUC = 0.906). Importantly, adding the algorithm on top of a validated clinical score and classical definition of positive LUS scanning for AHF resulted in a significant improvement in diagnostic accuracy (continuous net reclassification improvement = 1.21, P < 0.001). Our simple lung ultrasound-based machine learning algorithm features an excellent performance and may constitute a validated strategy to diagnose AHF.
Collapse
Affiliation(s)
- Stefano Coiro
- Cardiology Department, Santa Maria Della Misericordia Hospital, Perugia, Italy
- Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy Hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur Et Des Vaisseaux Louis Mathieu, 4 Rue du Morvan, 54500, Vandoeuvre Lès Nancy, France
| | - Claire Lacomblez
- Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy Hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur Et Des Vaisseaux Louis Mathieu, 4 Rue du Morvan, 54500, Vandoeuvre Lès Nancy, France
| | - Kevin Duarte
- Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy Hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur Et Des Vaisseaux Louis Mathieu, 4 Rue du Morvan, 54500, Vandoeuvre Lès Nancy, France
| | - Luna Gargani
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Tripti Rastogi
- Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy Hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur Et Des Vaisseaux Louis Mathieu, 4 Rue du Morvan, 54500, Vandoeuvre Lès Nancy, France
| | - Tahar Chouihed
- Emergency Department, INSERM, UMRS 1116, University Hospital of Nancy, Nancy, France
| | - Nicolas Girerd
- Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy Hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur Et Des Vaisseaux Louis Mathieu, 4 Rue du Morvan, 54500, Vandoeuvre Lès Nancy, France.
| |
Collapse
|
3
|
Logeart D, Taille Y, Derumeaux G, Gellen B, Sirol M, Galinier M, Roubille F, Georges JL, Trochu JN, Launay JM, Vodovar N, Bauters C, Vicaut E, Mercadier JJ. Patterns of left ventricular remodeling post-myocardial infarction, determinants, and outcome. Clin Res Cardiol 2024:10.1007/s00392-023-02331-z. [PMID: 38261025 DOI: 10.1007/s00392-023-02331-z] [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] [Received: 07/16/2023] [Accepted: 10/20/2023] [Indexed: 01/24/2024]
Abstract
AIM Left ventricular remodeling (LVR) after myocardial infarction (MI) can lead to heart failure, arrhythmia, and death. We aim to describe adverse LVR patterns at 6 months post-MI and their relationships with subsequent outcomes and to determine baseline. METHODS AND RESULTS A multicenter cohort of 410 patients (median age 57 years, 87% male) with reperfused MI and at least 3 akinetic LV segments on admission was analyzed. All patients had transthoracic echocardiography performed 4 days and 6 months post-MI, and 214 also had cardiac magnetic resonance imaging performed on day 4. To predict LVR, machine learning methods were employed in order to handle many variables, some of which may have complex interactions. Six months post-MI, echocardiographic increases in LV end-diastolic volume (LVEDV), LV end-systolic volume (LVESV), and LV ejection fraction (LVEF) were 14.1% [interquartile range 0.0, 32.0], 5.0% [- 14.0, 25.8], and 8.7% [0.0, 19.4], respectively. At 6 months, ≥ 15% or 20% increases in LVEDV were observed in 49% and 42% of patients, respectively, and 37% had an LVEF < 50%. The rate of death or new-onset HF at the end of 5-year follow-up was 8.8%. Baseline variables associated with adverse LVR were determined best by random forest analysis and included stroke volume, stroke work, necrosis size, LVEDV, LVEF, and LV afterload, the latter assessed by Ea or Ea/Ees. In contrast, baseline clinical and biological characteristics were poorly predictive of LVR. After adjustment for predictive baseline variables, LV dilation > 20% and 6-month LVEF < 50% were significantly associated with the risk of death and/or heart failure: hazard ratio (HR) 2.12 (95% confidence interval (CI) 1.05-4.43; p = 0.04) and HR 2.68 (95% CI 1.20-6.00; p = 0.016) respectively. CONCLUSION Despite early reperfusion and cardioprotective therapy, adverse LVR remains frequent after acute MI and is associated with a risk of death and HF. A machine learning approach identified and prioritized early variables that are associated with adverse LVR and which were mainly hemodynamic, combining LV volumes, estimates of systolic function, and afterload.
Collapse
Affiliation(s)
- Damien Logeart
- UMR-S 942 MASCOT, Université Paris Cité and Inserm, Paris, France.
- Assistance Publique Hôpitaux de Paris, Hôpital Lariboisière-Fernand Widal, 75010, Paris, France.
- Université Paris Cité, Paris, France.
| | - Yoann Taille
- Assistance Publique Hôpitaux de Paris, Hôpital Lariboisière-Fernand Widal, 75010, Paris, France
| | - Geneviève Derumeaux
- Assistance Publique Hôpitaux de Paris, Hôpital Henri-Mondor, Créteil, France
| | | | - Marc Sirol
- American Hospital, Neuilly-Sur-Seine, France
| | | | | | | | | | | | - Nicolas Vodovar
- UMR-S 942 MASCOT, Université Paris Cité and Inserm, Paris, France
| | | | - Eric Vicaut
- UMR-S 942 MASCOT, Université Paris Cité and Inserm, Paris, France
- Assistance Publique Hôpitaux de Paris, Hôpital Lariboisière-Fernand Widal, 75010, Paris, France
- Université Paris Cité, Paris, France
| | | |
Collapse
|
4
|
Raposo L, Cerqueira RJ, Leite S, Moreira-Costa L, Laundos TL, Miranda JO, Mendes-Ferreira P, Coelho JA, Gomes RN, Pinto-do-Ó P, Nascimento DS, Lourenço AP, Cardim N, Leite-Moreira A. Human-umbilical cord matrix mesenchymal cells improved left ventricular contractility independently of infarct size in swine myocardial infarction with reperfusion. Front Cardiovasc Med 2023; 10:1186574. [PMID: 37342444 PMCID: PMC10277821 DOI: 10.3389/fcvm.2023.1186574] [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] [Received: 03/14/2023] [Accepted: 05/09/2023] [Indexed: 06/22/2023] Open
Abstract
Background Human umbilical cord matrix-mesenchymal stromal cells (hUCM-MSC) have demonstrated beneficial effects in experimental acute myocardial infarction (AMI). Reperfusion injury hampers myocardial recovery in a clinical setting and its management is an unmet need. We investigated the efficacy of intracoronary (IC) delivery of xenogeneic hUCM-MSC as reperfusion-adjuvant therapy in a translational model of AMI in swine. Methods In a placebo-controlled trial, pot-belied pigs were randomly assigned to a sham-control group (vehicle-injection; n = 8), AMI + vehicle (n = 12) or AMI + IC-injection (n = 11) of 5 × 105 hUCM-MSC/Kg, within 30 min of reperfusion. AMI was created percutaneously by balloon occlusion of the mid-LAD. Left-ventricular function was blindly evaluated at 8-weeks by invasive pressure-volume loop analysis (primary endpoint). Mechanistic readouts included histology, strength-length relationship in skinned cardiomyocytes and gene expression analysis by RNA-sequencing. Results As compared to vehicle, hUCM-MSC enhanced systolic function as shown by higher ejection fraction (65 ± 6% vs. 43 ± 4%; p = 0.0048), cardiac index (4.1 ± 0.4 vs. 3.1 ± 0.2 L/min/m2; p = 0.0378), preload recruitable stroke work (75 ± 13 vs. 36 ± 4 mmHg; p = 0.0256) and end-systolic elastance (2.8 ± 0.7 vs. 2.1 ± 0.4 mmHg*m2/ml; p = 0.0663). Infarct size was non-significantly lower in cell-treated animals (13.7 ± 2.2% vs. 15.9 ± 2.7%; Δ = -2.2%; p = 0.23), as was interstitial fibrosis and cardiomyocyte hypertrophy in the remote myocardium. Sarcomere active tension improved, and genes related to extracellular matrix remodelling (including MMP9, TIMP1 and PAI1), collagen fibril organization and glycosaminoglycan biosynthesis were downregulated in animals treated with hUCM-MSC. Conclusion Intracoronary transfer of xenogeneic hUCM-MSC shortly after reperfusion improved left-ventricular systolic function, which could not be explained by the observed extent of infarct size reduction alone. Combined contributions of favourable modification of myocardial interstitial fibrosis, matrix remodelling and enhanced cardiomyocyte contractility in the remote myocardium may provide mechanistic insight for the biological effect.
Collapse
Affiliation(s)
- Luís Raposo
- Cardiology Department, Hospital de Santa Cruz - Centro Hospitalar de Lisboa Ocidental, Lisbon, Portugal
- Centro Cardiovascular, Hospital da Luz – Lisboa, Luz Saúde, Lisbon, Portugal
- Nova Medical School, Lisbon, Portugal
| | - Rui J. Cerqueira
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
- Department of Cardiothoracic Surgery, Hospital Universitário de São João, Porto, Portugal
| | - Sara Leite
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
- Anta Family Health Unit, Espinho/Gaia Healthcare Centre, Espinho, Portugal
- ICBAS- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Liliana Moreira-Costa
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Tiago L. Laundos
- ICBAS- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
- I3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- INEB – Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Porto, Portugal
| | - Joana O. Miranda
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Pedro Mendes-Ferreira
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
- Paris-Porto Pulmonary Hypertension Collaborative Laboratory (3PH), UMR_S 999, INSERM, Université Paris-Saclay, Paris, France
| | - João Almeida Coelho
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Rita N. Gomes
- ICBAS- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
- I3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- INEB – Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Porto, Portugal
| | - Perpétua Pinto-do-Ó
- ICBAS- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
- I3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- INEB – Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Porto, Portugal
| | - Diana S. Nascimento
- ICBAS- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
- I3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- INEB – Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Porto, Portugal
| | - André P. Lourenço
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
- Department of Anesthesiology, Hospital Universitário de São João, Porto, Portugal
| | - Nuno Cardim
- Centro Cardiovascular, Hospital da Luz – Lisboa, Luz Saúde, Lisbon, Portugal
- Nova Medical School, Lisbon, Portugal
| | - Adelino Leite-Moreira
- Cardiovascular R&D Centre, UnIC@RISE, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Porto, Portugal
- Department of Cardiothoracic Surgery, Hospital Universitário de São João, Porto, Portugal
| |
Collapse
|
5
|
Hashimoto Y, Soeda T, Seno A, Okayama S, Fukuda N, Yano H, Iwai A, Nogi K, Hirai K, Fujimoto H, Suzuki M, Iwama H, Nakai T, Doi N, Saito Y. Reverse Remodeling and Non-Contrast T1 Hypointense Infarct Core in Patients With Reperfused Acute Myocardial Infarction. Circ J 2022; 86:1968-1979. [DOI: 10.1253/circj.cj-22-0479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | | | - Ayako Seno
- Cardiovascular Medicine, Nara Medical University
| | - Satoshi Okayama
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Nozomi Fukuda
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Hiroki Yano
- Cardiovascular Medicine, Nara Medical University
| | - Atsushi Iwai
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | | | - Kaeko Hirai
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Hajime Fujimoto
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Megumi Suzuki
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Hajime Iwama
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Takehito Nakai
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | - Naofumi Doi
- Cardiovascular Medicine, Nara Prefecture Seiwa Medical Center
| | | |
Collapse
|
6
|
Acute myocardial infarction related to coronary artery embolism: A systematic cardiac and cerebral magnetic resonance imaging study. Arch Cardiovasc Dis 2022; 115:457-466. [DOI: 10.1016/j.acvd.2022.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 05/11/2022] [Accepted: 05/16/2022] [Indexed: 11/30/2022]
|
7
|
Mandry D, Girerd N, Lamiral Z, Huttin O, Filippetti L, Micard E, Beaumont M, Ncho Mottoh MPB, Pace N, Zannad F, Rossignol P, Marie PY. Relationship Between Left Ventricular Ejection Fraction Variation and Systemic Vascular Resistance: A Prospective Cardiovascular Magnetic Resonance Study. Front Cardiovasc Med 2022; 8:803567. [PMID: 35004914 PMCID: PMC8739894 DOI: 10.3389/fcvm.2021.803567] [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: 10/28/2021] [Accepted: 12/07/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: This cardiovascular magnetic resonance (CMR) study aims to determine whether changes in systemic vascular resistance (SVR), obtained from CMR flow sequences, might explain the significant long-term changes in left ventricular (LV) ejection fraction (EF) observed in subjects with no cardiac disease history. Methods: Cohort subjects without any known cardiac disease but with high rates of hypertension and obesity, underwent CMR with phase-contrast sequences both at baseline and at a median follow-up of 5.2 years. Longitudinal changes in EF were analyzed for any concomitant changes in blood pressure and vascular function, notably the indexed SVR given by the formula: mean brachial blood pressure / cardiac output x body surface area. Results: A total of 118 subjects (53 ± 12 years, 52% women) were included, 26% had hypertension, and 52% were obese. Eighteen (15%) had significant EF variations between baseline and follow-up (7 increased EF and 11 decreased EF). Longitudinal changes in EF were inversely related to concomitant changes in mean and diastolic blood pressures (p = 0.030 and p = 0.027, respectively) and much more significantly to SVR (p < 0.001). On average, these SVR changes were -8.08 ± 9.21 and +8.14 ± 8.28 mmHg.min.m2.L-1, respectively, in subjects with significant increases and decreases in EF, and 3.32 ± 7.53 mmHg.min.m2.L-1 in subjects with a stable EF (overall p < 0.001). Conclusions: Significant EF variations are not uncommon during the long-term CMR follow-up of populations with no evident health issues except for uncomplicated hypertension and obesity. However, most of these variations are linked to SVR changes and may therefore be unrelated to any intrinsic change in LV contractility. This underscores the benefits of specifically assessing LV afterload when EF is monitored in populations at risk of vascular dysfunction. Clinical Trial Registration: ClinicalTrials.gov, identifier: NCT01716819 and NCT02430805.
Collapse
Affiliation(s)
- Damien Mandry
- CHRU-Nancy, Université de Lorraine, Department of Radiology, Nancy, France.,Université de Lorraine, INSERM, UMR-1254, Nancy, France
| | - Nicolas Girerd
- Université de Lorraine, INSERM, UMR-1116, Nancy, France.,CHRU-Nancy, Université de Lorraine, Department of Cardiology, Nancy, France.,Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France
| | - Zohra Lamiral
- Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France
| | - Olivier Huttin
- Université de Lorraine, INSERM, UMR-1116, Nancy, France.,CHRU-Nancy, Université de Lorraine, Department of Cardiology, Nancy, France
| | - Laura Filippetti
- CHRU-Nancy, Université de Lorraine, Department of Cardiology, Nancy, France
| | - Emilien Micard
- Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France
| | - Marine Beaumont
- Université de Lorraine, INSERM, UMR-1254, Nancy, France.,Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France
| | | | - Nathalie Pace
- CHRU-Nancy, Université de Lorraine, Department of Cardiology, Nancy, France
| | - Faïez Zannad
- Université de Lorraine, INSERM, UMR-1116, Nancy, France.,CHRU-Nancy, Université de Lorraine, Department of Cardiology, Nancy, France.,Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France
| | - Patrick Rossignol
- Université de Lorraine, INSERM, UMR-1116, Nancy, France.,Université de Lorraine, CHRU-Nancy, INSERM, CIC 1433, Nancy, France.,FCRIN INI-CRCT, Nancy, France
| | - Pierre-Yves Marie
- Université de Lorraine, INSERM, UMR-1116, Nancy, France.,CHRU-Nancy, Université de Lorraine, Department of Nuclear Medicine and Nancyclotep, Nancy, France
| |
Collapse
|
8
|
Diao K, Wang D, Chen Z, Wu X, Ma M, Zhu Y, Zhang L, Wang H, Wang M, He S, Li C, Deng Q, Yan T, Wu T, Tang L, Huang B, Sun J, He Y. Rationale and design of a multi-center, prospective randomized controlled trial on the effects of sacubitril-valsartan versus enalapril on left ventricular remodeling in ST-elevation myocardial infarction: The PERI-STEMI study. Clin Cardiol 2021; 44:1709-1717. [PMID: 34668596 PMCID: PMC8715395 DOI: 10.1002/clc.23744] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 10/02/2021] [Accepted: 10/06/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Angiotensin receptor neprilysin inhibitor (ARNI) sacubitril-valsartan has been recommended as one of the first-line therapies in heart failure with reduced ejection fraction. However, whether ARNI could benefit patients with ST-segment elevation myocardial infarction (STEMI) by improving left ventricular (LV) remodeling remains unknown. The primary objective of the PERI-STEMI trial is to assess whether sacubitril-valsartan is more effective in preventing adverse LV remodeling for patients with STEMI than enalapril. HYPOTHESIS We hypothesize that sacubitril/valsartan is superior to enalapril in preventing adverse LV remodeling evaluated by cardiovascular magnetic resonance imaging at the 6-month follow-up. METHODS PERI-STEMI is an investigator-initiated, prospective, multi-center, randomized, open-label, superiority trial with blinded evaluation of outcomes. A total of 376 first-time STEMI patients with primary percutaneous coronary intervention (PPCI) within 12 h after symptom onset will be randomized to sacubitril-valsartan or enalapril treatment. All the patients will receive a baseline cardiovascular magnetic resonance (CMR) examination at 4-7 days post-PPCI. The primary endpoint is the change of indexed LV mass at the 6-month follow-up CMR. RESULTS Enrollment of the first patient is planned in November 2021. Recruitment is anticipated to last for 12-18 months and patients will be followed for 5 years after randomization. The study is expected to complete in June 2027. CONCLUSIONS The results of the PERI-STEMI trial are expected to provide CMR evidence on whether ARNI could benefit patients with STEMI, so as to facilitate the strategy of CMR-based risk stratification and therapy selection for these patients. PERI-STEMI is registered at ClinicalTrials.gov (NCT04912167).
Collapse
Affiliation(s)
- Kaiyue Diao
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Duolao Wang
- Department of Clinical Sciences, Department of BiostatisticsLiverpool School of Tropical MedicineLiverpoolUK
| | - Zhongxiu Chen
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Xi Wu
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Min Ma
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Ye Zhu
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Li Zhang
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Hua Wang
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Mian Wang
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Sen He
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Chen Li
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Qiao Deng
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Ting Yan
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
- Nursing DepartmentWest China School of Nursing, West China Hospital, Sichuan UniversityChengduChina
| | - Tao Wu
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Lu Tang
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Baotao Huang
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Jiayu Sun
- Department of RadiologyWest China Hospital of Sichuan UniversityChengduChina
| | - Yong He
- Department of CardiologyWest China Hospital of Sichuan UniversityChengduChina
| |
Collapse
|
9
|
Mandry D, Girerd N, Lamiral Z, Huttin O, Filippetti L, Micard E, Ncho Mottoh MPB, Böhme P, Chemla D, Zannad F, Rossignol P, Marie PY. Arterial and Cardiac Remodeling Associated With Extra Weight Gain in an Isolated Abdominal Obesity Cohort. Front Cardiovasc Med 2021; 8:771022. [PMID: 34805324 PMCID: PMC8602697 DOI: 10.3389/fcvm.2021.771022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 10/18/2021] [Indexed: 12/16/2022] Open
Abstract
Introduction: This study aims to assess the changes in cardiovascular remodeling attributable to bodyweight gain in a middle-aged abdominal obesity cohort. A remodeling worsening might explain the increase in cardiovascular risk associated with a dynamic of weight gain. Methods: Seventy-five middle-aged subjects (56 ± 5 years, 38 women) with abdominal obesity and no known cardiovascular disease underwent MRI-based examinations at baseline and at a 6.1 ± 1.2-year follow-up to monitor cardiovascular remodeling and hemodynamic variables, most notably the effective arterial elastance (Ea). Ea is a proxy of the arterial load that must be overcome during left ventricular (LV) ejection, with increased EA resulting in concentric LV remodeling. Results: Sixteen obese subjects had significant weight gain (>7%) during follow-up (WG+), whereas the 59 other individuals did not (WG-). WG+ and WG- exhibited significant differences in the baseline to follow-up evolutions of several hemodynamic parameters, notably diastolic and mean blood pressures (for mean blood pressure, WG+: +9.3 ± 10.9 mmHg vs. WG-: +1.7 ± 11.8 mmHg, p = 0.022), heart rate (WG+: +0.6 ± 9.4 min-1 vs. -8.9 ± 11.5 min-1, p = 0.003), LV concentric remodeling index (WG: +0.08 ± 0.16 g.mL-1 vs. WG-: -0.02 ± 0.13 g.mL-1, p = 0.018) and Ea (WG+: +0.20 ± 0.28 mL mmHg-1 vs. WG-: +0.01 ± 0.30 mL mmHg-1, p = 0.021). The evolution of the LV concentric remodeling index and Ea were also strongly correlated in the overall obese population (p < 0.001, R2 = 0.31). Conclusions: A weight gain dynamic is accompanied by increases in arterial load and load-related concentric LV remodeling in an isolated abdominal obesity cohort. This remodeling could have a significant impact on cardiovascular risk.
Collapse
Affiliation(s)
- Damien Mandry
- Department of Radiology, CHRU-Nancy, Université de Lorraine, Nancy, France.,INSERM, UMR-1254, Université de Lorraine, Nancy, France
| | - Nicolas Girerd
- INSERM, UMR-1116, Université de Lorraine, Nancy, France.,Department of Cardiology, CHRU-Nancy, Université de Lorraine, Nancy, France.,CHRU-Nancy, INSERM, CIC 1433, Université de Lorraine, Nancy, France
| | - Zohra Lamiral
- CHRU-Nancy, INSERM, CIC 1433, Université de Lorraine, Nancy, France
| | - Olivier Huttin
- INSERM, UMR-1116, Université de Lorraine, Nancy, France.,Department of Cardiology, CHRU-Nancy, Université de Lorraine, Nancy, France
| | - Laura Filippetti
- Department of Cardiology, CHRU-Nancy, Université de Lorraine, Nancy, France
| | - Emilien Micard
- CHRU-Nancy, INSERM, CIC 1433, Université de Lorraine, Nancy, France
| | | | - Philip Böhme
- Department of Endocrinology, Diabetology, Nutrition, CHRU-Nancy, Nancy, France
| | - Denis Chemla
- Explorations Fonctionnelles, Hôpital Kremlin Bicêtre, APHP, Paris, France.,INSERM, UMR- 999, Hôpital Marie-Lannelongue, Le Plessis-Robinson, France
| | - Faïez Zannad
- INSERM, UMR-1116, Université de Lorraine, Nancy, France.,Department of Cardiology, CHRU-Nancy, Université de Lorraine, Nancy, France.,CHRU-Nancy, INSERM, CIC 1433, Université de Lorraine, Nancy, France
| | - Patrick Rossignol
- INSERM, UMR-1116, Université de Lorraine, Nancy, France.,CHRU-Nancy, INSERM, CIC 1433, Université de Lorraine, Nancy, France.,FCRIN INI-CRCT, Nancy, France
| | - Pierre-Yves Marie
- INSERM, UMR-1116, Université de Lorraine, Nancy, France.,CHRU-Nancy, Université de Lorraine, Nuclear Medicine & Nancyclotep Platform, Nancy, France
| |
Collapse
|
10
|
Detection of Myocardial Infarction by Cardiac Magnetic Resonance in Embolic Stroke Related to First Diagnosed Atrial Fibrillation. J Stroke Cerebrovasc Dis 2021; 30:105753. [PMID: 33845423 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105753] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/04/2021] [Accepted: 03/08/2021] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Elevated troponin levels are found in a significant number of patients who are diagnosed with acute embolic stroke (AES) after first diagnosed atrial fibrillation (AF). These myocardial injuries, which are known as cardiocerebral infarction (CCI), are potentially caused by coronary embolism and correspond to simultaneous cardiac and cerebral embolisms. However, this severe condition remains poorly understood. In this prospective study, we aimed to investigate the prevalence and the cardiac magnetic resonance (CMR) characteristics of CCI. MATERIALS AND METHODS Consecutive patients with first diagnosed AF hospitalized for AES in a neurovascular intensive care unit from 2019 to 2020 were included. Troponin Ic kinetic were measured <72 h, MRI and coronary angiography or CT scan were performed <7 days after admission. Patients with significant coronary lesions were excluded. RESULTS During the study period, 1150 patients with strokes were hospitalized in the neurovascular intensive care unit (ICU). Of these patients, 955 had an ischemic stroke and 97 had a transient ischemic attack. Among the 44 patients with AES and with first diagnosed AF, 34 patients underwent CMR and CMR analysis identified 12 MI. A significant rise in troponin (>0.10 µg/L) was observed in 35% of the total population (12/34 patients). More specifically, a rise was seen in 23% of the AES without MI group, 58% of the AES with MI. In addition, coronary embolism was identified in 3 patients who underwent coronary angiography (3/12) and MI was often (30%) localized in infero-latero-medial and infero-apical segments. Most AES were localized in the superficial sylvian territory. CONCLUSION We found a high prevalence of CMR-confirmed double embolization sites in the acute phase of an embolic stroke. Further studies are required to better characterize the pathophysiology, clinical course and prognostic value of CCI. Moreover, optimal management strategies, including antiplatelet therapy, remain to be determined.
Collapse
|
11
|
Legallois D, Hodzic A, Alexandre J, Dolladille C, Saloux E, Manrique A, Roule V, Labombarda F, Milliez P, Beygui F. Definition of left ventricular remodelling following ST-elevation myocardial infarction: a systematic review of cardiac magnetic resonance studies in the past decade. Heart Fail Rev 2020; 27:37-48. [DOI: 10.1007/s10741-020-09975-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
|
12
|
Plasma Galectin-3 predicts deleterious vascular dysfunction affecting post-myocardial infarction patients: An explanatory study. PLoS One 2020; 15:e0232572. [PMID: 32392260 PMCID: PMC7213735 DOI: 10.1371/journal.pone.0232572] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2019] [Accepted: 04/16/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES In a previous analysis of a post-myocardial infarction (MI) cohort, abnormally high systemic vascular resistances (SVR) were shown to be frequently revealed by MRI during the healing period, independently of MI severity, giving evidence of vascular dysfunction and limiting further recovery of cardiac function. The present ancillary and exploratory analysis of the same cohort was aimed at characterizing those patients suffering from high SVR remotely from MI with a large a panel of cardiovascular MRI parameters and blood biomarkers. METHODS MRI and blood sampling were performed 2-4 days after a reperfused MI and 6 months thereafter in 121 patients. SVR were monitored with a phase-contrast MRI sequence and patients with abnormally high SVR at 6-months were characterized through MRI parameters and blood biomarkers, including Galectin-3, an indicator of cardiovascular inflammation and fibrosis after MI. SVR were normal at 6-months in 90 patients (SVR-) and abnormally high in 31 among whom 21 already had high SVR at the acute phase (SVR++) while 10 did not (SVR+). RESULTS When compared with SVR-, both SVR+ and SVR++ exhibited lower recovery in cardiac function from baseline to 6-months, while baseline levels of Galectin-3 were significantly different in both SVR+ (median: 14.4 (interquartile range: 12.3-16.7) ng.mL-1) and SVR++ (13.0 (11.7-19.4) ng.mL-1) compared to SVR- (11.7 (9.8-13.5) ng.mL-1, both p < 0.05). Plasma Galectin-3 was an independent baseline predictor of high SVR at 6-months (p = 0.002), together with the baseline levels of SVR and left ventricular end-diastolic volume, whereas indices of MI severity and left ventricular function were not. In conclusion, plasma Galectin-3 predicts a deleterious vascular dysfunction affecting post-MI patients, an observation that could lead to consider new therapeutic targets if confirmed through dedicated prospective studies.
Collapse
|
13
|
Manning WJ. Journal of Cardiovascular Magnetic Resonance: 2017/2018 in review. J Cardiovasc Magn Reson 2019; 21:79. [PMID: 31884956 PMCID: PMC6936125 DOI: 10.1186/s12968-019-0594-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 12/17/2019] [Indexed: 12/14/2022] Open
Abstract
There were 89 articles published in the Journal of Cardiovascular Magnetic Resonance (JCMR) in 2017, including 76 original research papers, 4 reviews, 5 technical notes, 1 guideline, and 3 corrections. The volume was down slightly from 2017 with a corresponding 15% decrease in manuscript submissions from 405 to 346 and thus reflects a slight increase in the acceptance rate from 25 to 26%. The decrease in submissions for the year followed the initiation of the increased author processing charge (APC) for Society for Cardiovascular Magnetic Resonance (SCMR) members for manuscripts submitted after June 30, 2018. The quality of the submissions continues to be high. The 2018 JCMR Impact Factor (which is published in June 2019) was slightly lower at 5.1 (vs. 5.46 for 2017; as published in June 2018. The 2018 impact factor means that on average, each JCMR published in 2016 and 2017 was cited 5.1 times in 2018. Our 5 year impact factor was 5.82.In accordance with Open-Access publishing guidelines of BMC, the JCMR articles are published on-line in a continuus fashion in the chronologic order of acceptance, with no collating of the articles into sections or special thematic issues. For this reason, over the years, the Editors have felt that it is useful for the JCMR audience to annually summarize the publications into broad areas of interest or themes, so that readers can view areas of interest in a single article in relation to each other and contemporaneous JCMR publications. In this publication, the manuscripts are presented in broad themes and set in context with related literature and previously published JCMR papers to guide continuity of thought within the journal. In addition, as in the past two years, I have used this publication to also convey information regarding the editorial process and as a "State of our JCMR."This is the 12th year of JCMR as an open-access publication with BMC (formerly known as Biomed Central). The timing of the JCMR transition to the open access platform was "ahead of the curve" and a tribute to the vision of Dr. Matthias Friedrich, the SCMR Publications Committee Chair and Dr. Dudley Pennell, the JCMR editor-in-chief at the time. The open-access system has dramatically increased the reading and citation of JCMR publications and I hope that you, our authors, will continue to send your very best, high quality manuscripts to JCMR for consideration. It takes a village to run a journal and I thank our very dedicated Associate Editors, Guest Editors, Reviewers for their efforts to ensure that the review process occurs in a timely and responsible manner. These efforts have allowed the JCMR to continue as the premier journal of our field. This entire process would also not be possible without the dedication and efforts of our managing editor, Diana Gethers. Finally, I thank you for entrusting me with the editorship of the JCMR as I begin my 4th year as your editor-in-chief. It has been a tremendous experience for me and the opportunity to review manuscripts that reflect the best in our field remains a great joy and highlight of my week!
Collapse
Affiliation(s)
- Warren J Manning
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.
| |
Collapse
|
14
|
Manning WJ. Journal of Cardiovascular Magnetic Resonance 2017. J Cardiovasc Magn Reson 2018; 20:89. [PMID: 30593280 PMCID: PMC6309095 DOI: 10.1186/s12968-018-0518-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 12/06/2018] [Indexed: 02/07/2023] Open
Abstract
There were 106 articles published in the Journal of Cardiovascular Magnetic Resonance (JCMR) in 2017, including 92 original research papers, 3 reviews, 9 technical notes, and 1 Position paper, 1 erratum and 1 correction. The volume was similar to 2016 despite an increase in manuscript submissions to 405 and thus reflects a slight decrease in the acceptance rate to 26.7%. The quality of the submissions continues to be high. The 2017 JCMR Impact Factor (which is published in June 2018) was minimally lower at 5.46 (vs. 5.71 for 2016; as published in June 2017), which is the second highest impact factor ever recorded for JCMR. The 2017 impact factor means that an average, each JCMR paper that were published in 2015 and 2016 was cited 5.46 times in 2017.In accordance with Open-Access publishing of Biomed Central, the JCMR articles are published on-line in continuus fashion and in the chronologic order of acceptance, with no collating of the articles into sections or special thematic issues. For this reason, over the years, the Editors have felt that it is useful to annually summarize the publications into broad areas of interest or theme, so that readers can view areas of interest in a single article in relation to each other and other contemporary JCMR articles. In this publication, the manuscripts are presented in broad themes and set in context with related literature and previously published JCMR papers to guide continuity of thought within the journal. In addition, I have elected to use this format to convey information regarding the editorial process to the readership.I hope that you find the open-access system increases wider reading and citation of your papers, and that you will continue to send your very best, high quality manuscripts to JCMR for consideration. I thank our very dedicated Associate Editors, Guest Editors, and Reviewers for their efforts to ensure that the review process occurs in a timely and responsible manner and that the JCMR continues to be recognized as the forefront journal of our field. And finally, I thank you for entrusting me with the editorship of the JCMR as I begin my 3rd year as your editor-in-chief. It has been a tremendous learning experience for me and the opportunity to review manuscripts that reflect the best in our field remains a great joy and highlight of my week!
Collapse
Affiliation(s)
- Warren J Manning
- Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, MA, 02215, USA.
| |
Collapse
|
15
|
Zhang L, Mandry D, Chen B, Huttin O, Hossu G, Wang H, Beaumont M, Girerd N, Felblinger J, Odille F. Impact of microvascular obstruction on left ventricular local remodeling after reperfused myocardial infarction. J Magn Reson Imaging 2017; 47:499-510. [DOI: 10.1002/jmri.25780] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 05/15/2017] [Indexed: 01/17/2023] Open
Affiliation(s)
- Lin Zhang
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- Zhongnan Hospital of Wuhan University, Department of Cardiology; Wuhan China
| | - Damien Mandry
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- CHRU Nancy, Pôle Imagerie; Nancy France
| | - Bailiang Chen
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- INSERM, CIC-IT 1433; Nancy France
| | | | - Gabriela Hossu
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- INSERM, CIC-IT 1433; Nancy France
| | - Hairong Wang
- Zhongnan Hospital of Wuhan University, Department of Cardiology; Wuhan China
| | - Marine Beaumont
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- INSERM, CIC-IT 1433; Nancy France
| | - Nicolas Girerd
- CHRU Nancy, Department of Cardiology; Nancy France
- INSERM, CIC-P 9501; Nancy France
| | - Jacques Felblinger
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- CHRU Nancy, Pôle Imagerie; Nancy France
- INSERM, CIC-IT 1433; Nancy France
| | - Freddy Odille
- IADI; INSERM-U947, Université de Lorraine; Nancy France
- INSERM, CIC-IT 1433; Nancy France
| |
Collapse
|