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Galzerano D, Savo MT, Castaldi B, Kholaif N, Khaliel F, Pozza A, Aljheish S, Cattapan I, Martini M, Lassandro E, Cordoni G, Tansella D, Cozac DA, Alamro B, Di Salvo G. Transforming Heart Failure Management: The Power of Strain Imaging, 3D Imaging, and Vortex Analysis in Echocardiography. J Clin Med 2024; 13:5759. [PMID: 39407819 PMCID: PMC11476592 DOI: 10.3390/jcm13195759] [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: 08/22/2024] [Revised: 09/18/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
Heart failure (HF) remains a critical global health challenge, necessitating advancements in diagnostic and therapeutic strategies. This review explores the evolution of imaging technologies and their impact on HF management, focusing on three-dimensional echocardiography (3DE), myocardial strain imaging, and vortex dynamics imaging. Three-dimensional echocardiography enhances traditional echocardiography by providing more accurate assessments of cardiac structures, while myocardial strain imaging offers the early detection of subclinical myocardial dysfunction, crucial in conditions such as chemotherapy-induced cardiotoxicity and ischemic heart disease. Vortex dynamics imaging, a novel technique, provides insights into intracardiac flow patterns, aiding in the evaluation of left ventricular function, valve diseases, and congenital heart anomalies. The integration of these advanced imaging modalities into clinical practice facilitates personalized treatment strategies, enabling the earlier diagnosis and more precise monitoring of disease progression. The ongoing refinement of these imaging techniques holds promise for improving patient outcomes and advancing the field of precision medicine in HF care.
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Affiliation(s)
- Domenico Galzerano
- College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia; (N.K.); (B.A.)
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11564, Saudi Arabia; (F.K.); (S.A.)
| | - Maria Teresa Savo
- Cardiology Unit, Cardio-Thoraco-Vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy; (M.T.S.); (M.M.); (E.L.); (G.C.); (D.T.)
| | - Biagio Castaldi
- Division of Pediatric Cardiology, Department for Women’s and Children’s Health, University of Padua, 35128 Padua, Italy; (B.C.); (I.C.); (G.D.S.)
| | - Naji Kholaif
- College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia; (N.K.); (B.A.)
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11564, Saudi Arabia; (F.K.); (S.A.)
| | - Feras Khaliel
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11564, Saudi Arabia; (F.K.); (S.A.)
| | - Alice Pozza
- Division of Pediatric Cardiology, Department for Women’s and Children’s Health, University of Padua, 35128 Padua, Italy; (B.C.); (I.C.); (G.D.S.)
| | - Saif Aljheish
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11564, Saudi Arabia; (F.K.); (S.A.)
| | - Irene Cattapan
- Division of Pediatric Cardiology, Department for Women’s and Children’s Health, University of Padua, 35128 Padua, Italy; (B.C.); (I.C.); (G.D.S.)
| | - Marika Martini
- Cardiology Unit, Cardio-Thoraco-Vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy; (M.T.S.); (M.M.); (E.L.); (G.C.); (D.T.)
| | - Eleonora Lassandro
- Cardiology Unit, Cardio-Thoraco-Vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy; (M.T.S.); (M.M.); (E.L.); (G.C.); (D.T.)
| | - Gabriele Cordoni
- Cardiology Unit, Cardio-Thoraco-Vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy; (M.T.S.); (M.M.); (E.L.); (G.C.); (D.T.)
| | - Donatella Tansella
- Cardiology Unit, Cardio-Thoraco-Vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy; (M.T.S.); (M.M.); (E.L.); (G.C.); (D.T.)
| | - Dan Alexandru Cozac
- Emergency Institute for Cardiovascular Diseases and Transplantation of Targu Mures, 540136 Targu Mures, Romania;
| | - Bandar Alamro
- College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia; (N.K.); (B.A.)
- Heart Centre, King Faisal Specialist Hospital & Research Centre, Riyadh 11564, Saudi Arabia; (F.K.); (S.A.)
| | - Giovanni Di Salvo
- Division of Pediatric Cardiology, Department for Women’s and Children’s Health, University of Padua, 35128 Padua, Italy; (B.C.); (I.C.); (G.D.S.)
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Sisti N, Cardona A, Baldi E, Sciaccaluga C, Notaristefano F, Santoro A, Mandoli GE, Cameli M. Multimodality Imaging for Selecting Candidates for CRT: Do We Have a Single Alley to Increase Responders? Curr Probl Cardiol 2024; 49:102150. [PMID: 37863462 DOI: 10.1016/j.cpcardiol.2023.102150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 10/14/2023] [Indexed: 10/22/2023]
Abstract
Cardiac resynchronization therapy has evolved in recent years to provide a reduction of morbidity and mortality for many patients with heart failure. Its application and optimization is an evolving field and its use requires a multidisciplinary approach for patient and device selection, technical preprocedural planning, and optimization. While echocardiography has always been considered the first line for the evaluation of patients, additional imaging techniques have gained increasing evidence in recent years. Today different details about heart anatomy, function, dissynchrony can be investigated by magnetic resonance, cardiac computed tomography, nuclear imaging, and more, with the aim of obtaining clues to reach a maximal response from the electrical therapy. The purpose of this review is to provide a practical analysis of the single and combined use of different imaging techniques in the preoperative and perioperative phases of cardiac resynchronization therapy, underlining their main advantages, limitations, and information provided.
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Affiliation(s)
- Nicolò Sisti
- Department of Cardiology, Hospital of Gubbio, Gubbio, Italy.
| | - Andrea Cardona
- Division of Advanced Cardiovascular Diagnostics, Regional Healthcare Unit, Todi Hospital, Todi, Italy
| | - Enrico Baldi
- Division of Cardiology, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - Carlotta Sciaccaluga
- Department of Medical Biotechnologies, Section of Cardiology, University of Siena, Siena, Italy
| | | | - Amato Santoro
- Division of Cardiology, Cardio Thoracic and Vascular Department, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Giulia Elena Mandoli
- Department of Medical Biotechnologies, Section of Cardiology, University of Siena, Siena, Italy
| | - Matteo Cameli
- Department of Medical Biotechnologies, Section of Cardiology, University of Siena, Siena, Italy
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Glikson M, Beinart R, Golovchiner G, Sheshet AB, Swissa M, Bolous M, Rosso R, Medina A, Haim M, Friedman P, Khalamaizer V, Benzvi S, Ito S, Goldenberg I, Klempfner R, Vaturi O, Oh JK. Radial strain imaging-guided lead placement for improving response to cardiac resynchronization therapy in patients with ischaemic cardiomyopathy: the raise cardiac resynchronization therapy trial. Europace 2021; 24:835-844. [PMID: 34734227 DOI: 10.1093/europace/euab253] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Indexed: 11/12/2022] Open
Abstract
AIMS To evaluate the benefit of speckle tracking radial strain imaging (STRSI)-guided left ventricular (LV) lead (LVL) positioning in cardiac resynchronization therapy (CRT) in patients (pts) with ischaemic cardiomyopathy with CRT indication. METHODS AND RESULTS We conducted a prospective randomized controlled trial. Patients were enrolled in nine centres with 2:1 randomization into two groups (guided vs. control). Patients underwent STRSI to identify the optimal LV position from six LV segments at midventricular level. Implantation via STRSI was attempted for recommended segment in the guided group only. Follow-up included echocardiography (6 months) and clinical evaluation (6 and 12 months). The primary endpoint was comparison % reduction in LV end-systolic volume at 6 months with baseline. Secondary endpoints included hospitalizations for heart failure and death, and improvement in additional echocardiographic measurements and quality of life score. A total of 172 patients (115 guided vs. 57 control) were enrolled. In the guided group, 60% of the implanted LV leads were adjudicated to be successfully located at the recommended segment, whereas in the control group 44% reached the best STRSI determined segment. There was no difference between the groups in any of the primary or secondary endpoints at 6 and 12 months. CONCLUSION Our findings suggest that echo-guided implantation of an LV lead using STRSI does not improve the clinical or echocardiographic response compared with conventional implantation.
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Affiliation(s)
- Michael Glikson
- Integrated Heart Centre, Shaare Zedek Medical Centre, Hebrew University, Jerusalem, Israel.,Arrhythmia center, Sheba Medical Centre, Tel Aviv University, Tel Hashomer, Israel
| | - Roy Beinart
- Arrhythmia center, Sheba Medical Centre, Tel Aviv University, Tel Hashomer, Israel
| | - Gregory Golovchiner
- Department of cardiology, Rabin MC, Tel Aviv University, Petah Tikva, Israel
| | - Alon Bar Sheshet
- Department of cardiology, Rabin MC, Tel Aviv University, Petah Tikva, Israel
| | - Moshe Swissa
- Department of cardiology, Kaplan MC, Hebrew University, Rehovot, Israel
| | - Munther Bolous
- Department of cardiology, Rambam MC, Technion Institute, Haifa, Israel
| | - Raphael Rosso
- Department of cardiology, Tel Aviv Souraski MC, Tel Aviv University, Tel Aviv, Israel
| | - Aharon Medina
- Integrated Heart Centre, Shaare Zedek Medical Centre, Hebrew University, Jerusalem, Israel
| | - Moti Haim
- Department of cardiology, Soroka MC, Ben Gurion University, Beer Sheba, Israel
| | - Paul Friedman
- Department of cardiovascular medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Shlomit Benzvi
- Israeli Centre for Cardiovascular Research, Tel Hashomer, Israel
| | - Saki Ito
- Department of cardiovascular medicine, Mayo Clinic, Rochester, MN, USA
| | - Ilan Goldenberg
- Israeli Centre for Cardiovascular Research, Tel Hashomer, Israel.,University of Rochester, Rochester, NY, USA
| | - Robert Klempfner
- Israeli Centre for Cardiovascular Research, Tel Hashomer, Israel
| | - Ori Vaturi
- Arrhythmia center, Sheba Medical Centre, Tel Aviv University, Tel Hashomer, Israel
| | - Jae K Oh
- Department of cardiovascular medicine, Mayo Clinic, Rochester, MN, USA
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Koshy A, Witte K. Uses and potential for cardiac magnetic resonance imaging in patients with cardiac resynchronisation pacemakers. Expert Rev Med Devices 2019; 16:445-450. [DOI: 10.1080/17434440.2019.1618706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Aaron Koshy
- Leeds Institute for Cardiovascular and Metabolic Medicine LIGHT building, University of Leeds, Leeds, UK
| | - Klaus Witte
- Leeds Institute for Cardiovascular and Metabolic Medicine LIGHT building, University of Leeds, Leeds, UK
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5
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Sassone B, Nucifora G, Mele D, Valzania C, Bisignani G, Boriani G. Role of cardiovascular imaging in cardiac resynchronization therapy: a literature review. J Cardiovasc Med (Hagerstown) 2018; 19:211-222. [PMID: 29470248 DOI: 10.2459/jcm.0000000000000635] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
: Cardiac resynchronization therapy (CRT) is an established treatment in patients with symptomatic drug-refractory heart failure and broad QRS complex on the surface ECG. Despite the presence of either mechanical dyssynchrony or viable myocardium at the site where delivering left ventricular pacing being necessary conditions for a successful CRT, their direct assessment by techniques of cardiovascular imaging, though feasible, is not recommended in clinical practice by the current guidelines. Indeed, even though there is growing body of data providing evidence of the additional value of an image-based approach as compared with routine approach in improving response to CRT, these results should be confirmed in prospective and large multicentre trials before their impact on CRT guidelines is considered.
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Affiliation(s)
- Biagio Sassone
- Department of Cardiology, SS.ma Annunziata Hospital.,Department of Cardiology, Delta Hospital, Azienda Unità Sanitaria Locale Ferrara, Ferrara, Italy
| | - Gaetano Nucifora
- Cardiology Department, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester, UK.,Flinders University, Adelaide, Australia
| | - Donato Mele
- Noninvasive Cardiology Unit, University Hospital of Ferrara, Ferrara
| | - Cinzia Valzania
- Institute of Cardiology, University of Bologna, Policlinico S. Orsola-Malpighi, Bologna
| | | | - Giuseppe Boriani
- Cardiology Division, Department of Diagnostics, Clinical and Public Health Medicine, University of Modena and Reggio Emilia, Policlinico of Modena, Modena, Italy
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6
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Stephansen C, Sommer A, Kronborg MB, Jensen JM, Bouchelouche K, Nielsen JC. Electrically guided versus imaging-guided implant of the left ventricular lead in cardiac resynchronization therapy: a study protocol for a double-blinded randomized controlled clinical trial (ElectroCRT). Trials 2018; 19:600. [PMID: 30382923 PMCID: PMC6211399 DOI: 10.1186/s13063-018-2930-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 09/24/2018] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Cardiac resynchronization therapy (CRT) is an established treatment in patients with heart failure and prolonged QRS duration where a biventricular pacemaker is implanted to achieve faster activation and more synchronous contraction of the left ventricle (LV). Despite the convincing effect of CRT, 30-40% of patients do not respond. Among the most important correctable causes of non-response to CRT is non-optimal LV lead position. METHODS We will enroll 122 patients in this patient-blinded and assessor-blinded, randomized, clinical trial aiming to investigate if implanting the LV lead guided by electrical mapping towards the latest LV activation as compared with imaging-guided implantation, causes an excess increase in left ventricular (LV) ejection fraction (LVEF). The patients are randomly assigned to either the intervention group: preceded by cardiac computed tomography of the cardiac venous anatomy, the LV lead is placed according to the latest LV activation in the coronary sinus (CS) branches identified by systematic electrical mapping of the CS at implantation and post-implant optimization of the interventricular pacing delay; or patients are assigned to the control group: placement of the LV lead guided by cardiac imaging. The LV lead is targeted towards the latest mechanical LV activation as identified by echocardiography and outside myocardial scar as identified by myocardial perfusion (MP) imaging. The primary endpoint is change in LVEF at 6-month follow up (6MFU) as compared with baseline measured by two-dimensional echocardiography. Secondary endpoints include relative percentage reduction in LV end-systolic volume, all-cause mortality, hospitalization for heart failure, and a clinical combined endpoint of response to CRT at 6MFU defined as the patient being alive, not hospitalized for heart failure, and experiencing improvement in NYHA functional class or/and > 10% increase in 6-minute walk test. DISCUSSION We assume an absolute increase in LVEF of 12% in the intervention group versus 8% in the control group. If an excess increase in LVEF can be achieved by LV lead implantation guided by electrical mapping, this study supports the conduct of larger trials investigating the impact of this strategy for LV-lead implantation on clinical outcomes in patients treated with CRT. TRIAL REGISTRATION ClinicalTrials.gov, NCT02346097 . Registered on 12 January 2015. Patients were enrolled between 16 February 2015 and 13 December 2017.
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Affiliation(s)
- Charlotte Stephansen
- Department of Cardiology – Research, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
| | - Anders Sommer
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
| | - Mads Brix Kronborg
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
| | - Jesper Møller Jensen
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
| | - Kirsten Bouchelouche
- Department of Nuclear Medicine, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
| | - Jens Cosedis Nielsen
- Department of Cardiology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, DK-8200 Aarhus N, Denmark
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7
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Abstract
Despite improved understanding of heart failure (HF) and advances in medical treatments, its prevalence continues to rise, and the role of implantable devices continues to evolve. While cardiac resynchronization therapy (CRT) is an accepted form of treatment for many suffering from HF, there is an ever-evolving body of evidence examining novel indications, optimization of lead placement and device programming, with several competing technologies now also on the horizon. This review aims to take a clinical perspective on the major trials, current indications, controversies and emerging aspects of CRT in the treatment of HF.
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Affiliation(s)
| | - Aleksandr Voskoboinik
- Alfred Heart Centre, Alfred Hospital, Melbourne, Australia - .,Baker Heart and Diabetes Research Institute, Melbourne, Australia.,Department of Cardiology, Royal Melbourne Hospital, Melbourne, Australia
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8
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Mele D, Bertini M, Malagù M, Nardozza M, Ferrari R. Current role of echocardiography in cardiac resynchronization therapy. Heart Fail Rev 2018; 22:699-722. [PMID: 28714039 DOI: 10.1007/s10741-017-9636-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Cardiac resynchronization therapy (CRT) is an established treatment for patients with heart failure and left ventricular systolic dysfunction. Patients are usually assessed by echocardiography, which provides a number of anatomical and functional information used for cardiac dyssynchrony assessment, prognostic stratification, identification of the optimal site of pacing in the left ventricle, optimization of the CRT device, and patient follow-up. Compared to other cardiac imaging techniques, echocardiography has the advantage to be non-invasive, repeatable, and safe, without exposure to ionizing radiation or nefrotoxic contrast. In this article, we review current evidence about the role of echocardiography before, during, and after the implantation of a CRT device.
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Affiliation(s)
- Donato Mele
- Centro Cardiologico Universitario and LTTA Centre, University of Ferrara, Ferrara, Italy. .,Noninvasive Cardiology Unit, Azienda Ospedaliero-Universitaria, Via Aldo Moro 8, 44124, Ferrara, Cona, Italy.
| | - Matteo Bertini
- Centro Cardiologico Universitario and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Michele Malagù
- Centro Cardiologico Universitario and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Marianna Nardozza
- Centro Cardiologico Universitario and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Roberto Ferrari
- Centro Cardiologico Universitario and LTTA Centre, University of Ferrara, Ferrara, Italy.,Maria Cecilia Hospital, GVM Care & Research, E.S. Health Science Foundation, Cotignola, RA, Italy
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9
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Rabe JH, A Sammour D, Schulz S, Munteanu B, Ott M, Ochs K, Hohenberger P, Marx A, Platten M, Opitz CA, Ory DS, Hopf C. Fourier Transform Infrared Microscopy Enables Guidance of Automated Mass Spectrometry Imaging to Predefined Tissue Morphologies. Sci Rep 2018; 8:313. [PMID: 29321555 PMCID: PMC5762902 DOI: 10.1038/s41598-017-18477-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 12/12/2017] [Indexed: 12/27/2022] Open
Abstract
Multimodal imaging combines complementary platforms for spatially resolved tissue analysis that are poised for application in life science and personalized medicine. Unlike established clinical in vivo multimodality imaging, automated workflows for in-depth multimodal molecular ex vivo tissue analysis that combine the speed and ease of spectroscopic imaging with molecular details provided by mass spectrometry imaging (MSI) are lagging behind. Here, we present an integrated approach that utilizes non-destructive Fourier transform infrared (FTIR) microscopy and matrix assisted laser desorption/ionization (MALDI) MSI for analysing single-slide tissue specimen. We show that FTIR microscopy can automatically guide high-resolution MSI data acquisition and interpretation without requiring prior histopathological tissue annotation, thus circumventing potential human-annotation-bias while achieving >90% reductions of data load and acquisition time. We apply FTIR imaging as an upstream modality to improve accuracy of tissue-morphology detection and to retrieve diagnostic molecular signatures in an automated, unbiased and spatially aware manner. We show the general applicability of multimodal FTIR-guided MALDI-MSI by demonstrating precise tumor localization in mouse brain bearing glioma xenografts and in human primary gastrointestinal stromal tumors. Finally, the presented multimodal tissue analysis method allows for morphology-sensitive lipid signature retrieval from brains of mice suffering from lipidosis caused by Niemann-Pick type C disease.
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Affiliation(s)
- Jan-Hinrich Rabe
- Center for Applied Research in Applied Biomedical Mass Spectrometry (ABIMAS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
- Institute of Medical Technology, Heidelberg University and Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
| | - Denis A Sammour
- Center for Applied Research in Applied Biomedical Mass Spectrometry (ABIMAS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
- Institute of Medical Technology, Heidelberg University and Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
| | - Sandra Schulz
- Center for Applied Research in Applied Biomedical Mass Spectrometry (ABIMAS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
- Institute of Medical Technology, Heidelberg University and Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
| | - Bogdan Munteanu
- Center for Applied Research in Applied Biomedical Mass Spectrometry (ABIMAS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
- Institute of Medical Technology, Heidelberg University and Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany
| | - Martina Ott
- German Cancer Consortium (DKTK) CCU Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Katharina Ochs
- German Cancer Consortium (DKTK) CCU Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neurology and National Center of Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter Hohenberger
- University Medical Center Mannheim of Heidelberg University, Mannheim, Germany
| | - Alexander Marx
- University Medical Center Mannheim of Heidelberg University, Mannheim, Germany
| | - Michael Platten
- German Cancer Consortium (DKTK) CCU Neuroimmunology and Brain Tumor Immunology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- University Medical Center Mannheim of Heidelberg University, Mannheim, Germany
| | - Christiane A Opitz
- Brain Cancer Metabolism Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neurology and National Center of Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Daniel S Ory
- Diabetic Cardiovascular Disease Center and Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, 63110, USA
| | - Carsten Hopf
- Center for Applied Research in Applied Biomedical Mass Spectrometry (ABIMAS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany.
- Institute of Medical Technology, Heidelberg University and Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, 68163, Mannheim, Germany.
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10
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Narayan SA, Qureshi S. Multimodality medical image fusion: applications in congenital cardiology. Future Cardiol 2017. [PMID: 28631508 DOI: 10.2217/fca-2017-0041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
| | - Shakeel Qureshi
- Evelina London Children's Hospital, Guy's and St Thomas Hospital, London, UK
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