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Thamm M, Rosenhain S, Leonardic K, Höfter A, Kiessling F, Osl F, Pöschinger T, Gremse F. Intrinsic Respiratory Gating for Simultaneous Multi-Mouse μCT Imaging to Assess Liver Tumors. Front Med (Lausanne) 2022; 9:878966. [PMID: 35872758 PMCID: PMC9299429 DOI: 10.3389/fmed.2022.878966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 06/08/2022] [Indexed: 11/18/2022] Open
Abstract
Small animal micro computed tomography (μCT) is an important tool in cancer research and is used to quantify liver and lung tumors. A type of cancer that is intensively investigated with μCT is hepatocellular carcinoma (HCC). μCT scans acquire projections from different angles of the gantry which rotates X-ray source and detector around the animal. Motion of the animal causes inconsistencies between the projections which lead to artifacts in the resulting image. This is problematic in HCC research, where respiratory motion affects the image quality by causing hypodense intensity at the liver edge and smearing out small structures such as tumors. Dealing with respiratory motion is particularly difficult in a high throughput setting when multiple mice are scanned together and projection removal by retrospective respiratory gating may compromise image quality and dose efficiency. In mice, inhalation anesthesia leads to a regular respiration with short gasps and long phases of negligible motion. Using this effect and an iterative reconstruction which can cope with missing angles, we discard the relatively few projections in which the gasping motion occurs. Moreover, since gated acquisition, i.e., acquiring multiple projections from a single gantry angle is not a requirement, this method can be applied to existing scans. We applied our method in a high throughput setting in which four mice with HCC tumors were scanned simultaneously in a multi-mouse bed. To establish a ground truth, we manually selected projections with visible respiratory motion. Our automated intrinsic breathing projection selection achieved an accordance of 97% with manual selection. We reconstructed volumetric images and demonstrated that our intrinsic gating method significantly reduces the hypodense depiction at the cranial liver edge and improves the detectability of small tumors. Furthermore, we show that projection removal in a four mice scan discards only 7.5% more projections than in a single-mouse setting, i.e., four mouse scanning does not substantially compromise dose efficiency or image quality. To the best of our knowledge, no comparable method that combines multi-mouse scans for high throughput, intrinsic respiratory gating, and an available iterative reconstruction has been described for liver tumor imaging before.
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Affiliation(s)
- Mirko Thamm
- Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany
- Gremse-IT GmbH, Aachen, Germany
| | | | | | | | - Fabian Kiessling
- Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany
- Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany
| | - Franz Osl
- Discovery Pharmacology, Pharma Research and Early Development (pRED), Roche Innovation Center Munich, Penzberg, Germany
| | - Thomas Pöschinger
- Discovery Pharmacology, Pharma Research and Early Development (pRED), Roche Innovation Center Munich, Penzberg, Germany
| | - Felix Gremse
- Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany
- Gremse-IT GmbH, Aachen, Germany
- *Correspondence: Felix Gremse
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Kronquist EK, Kaur M, Gober LM, Knutsen RH, Fu YP, Yu ZX, Donahue DR, Chen MY, Osgood S, Raja N, Levin MD, Barochia A, Kozel BA. Airflow Obstruction in Adults with Williams Syndrome and Mice with Elastin Insufficiency. Diagnostics (Basel) 2022; 12:diagnostics12061438. [PMID: 35741248 PMCID: PMC9221558 DOI: 10.3390/diagnostics12061438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 06/05/2022] [Accepted: 06/07/2022] [Indexed: 11/23/2022] Open
Abstract
Williams−Beuren syndrome (WS) results from the deletion of 25−27 coding genes, including elastin (ELN), on human chromosome 7q11.23. Elastin provides recoil to tissues; emphysema and chronic obstructive pulmonary disease have been linked to its destruction. Consequently, we hypothesized that elastin insufficiency would predispose to obstructive features. Twenty-two adults with WS (aged 18−55) and controls underwent pulmonary function testing, 6 min walk, and chest computed tomography (CT). Lung and airspace dimensions were assessed in Eln+/− and control mice via microCT and histology. The forced expiratory volume in 1 s (FEV1) and the ratio of FEV1 to forced vital capacity (FVC) were lower in adults with WS (p < 0.0001 and p < 0.05, respectively). The FEV1/FVC ratio was more frequently below the lower limit of normal in cases (p < 0.01). The ratio of residual volume to total lung capacity (RV/TLC, percent predicted) was higher in cases (p < 0.01), suggesting air trapping. People with WS showed reduced exercise capacity (p < 0.0001). In Eln+/− mice, ex vivo lung volumes were increased (p < 0.0001), with larger airspaces (p < 0.001). Together these data show that elastin insufficiency impacts lung physiology in the form of increased air trapping and obstruction, suggesting a role for lung function monitoring in adults with WS.
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Affiliation(s)
- Elise K. Kronquist
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Maninder Kaur
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Leah M. Gober
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Russell H. Knutsen
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Yi-Ping Fu
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Zu-Xi Yu
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Danielle R. Donahue
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20824, USA;
| | - Marcus Y. Chen
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Sharon Osgood
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Neelam Raja
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Mark D. Levin
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Amisha Barochia
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
| | - Beth A. Kozel
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA; (E.K.K.); (M.K.); (L.M.G.); (R.H.K.); (Y.-P.F.); (Z.-X.Y.); (M.Y.C.); (S.O.); (N.R.); (M.D.L.); (A.B.)
- Correspondence: ; Tel.: +1-301-451-2888
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Knutsen RH, Gober LM, Kronquist EK, Kaur M, Donahue DR, Springer D, Yu ZX, Chen MY, Fu YP, Choobdar F, Nguyen ML, Osgood S, Freeman JL, Raja N, Levin MD, Kozel BA. Elastin Insufficiency Confers Proximal and Distal Pulmonary Vasculopathy in Mice, Partially Remedied by the KATP Channel Opener Minoxidil: Considerations and Cautions for the Treatment of People With Williams-Beuren Syndrome. Front Cardiovasc Med 2022; 9:886813. [PMID: 35665242 PMCID: PMC9160528 DOI: 10.3389/fcvm.2022.886813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 04/21/2022] [Indexed: 11/13/2022] Open
Abstract
Background Williams Beuren syndrome (WBS) is a recurrent microdeletion disorder that removes one copy of elastin (ELN), resulting in large artery vasculopathy. Early stenosis of the pulmonary vascular tree is common, but few data are available on longer-term implications of the condition. Methods Computed tomography (CT) angiogram (n = 11) and echocardiogram (n = 20) were performed in children with WBS aged 3.4–17.8 years. Controls (n = 11, aged 4.4–16.8 years) also underwent echocardiogram. Eln+/− mice were analyzed by invasive catheter, echocardiogram, micro-CT (μCT), histology, and pressure myography. We subsequently tested whether minoxidil resulted in improved pulmonary vascular endpoints. Results WBS participants with a history of main or branch pulmonary artery (PA) stenosis requiring intervention continued to exhibit increased right ventricular systolic pressure (RVSP, echocardiogram) relative to their peers without intervention (p < 0.01), with no clear difference in PA size. Untreated Eln+/− mice also show elevated RVSP by invasive catheterization (p < 0.0001), increased normalized right heart mass (p < 0.01) and reduced caliber branch PAs by pressure myography (p < 0.0001). Eln+/− main PA medias are thickened histologically relative to Eln+/+ (p < 0.0001). Most Eln+/− phenotypes are shared by both sexes, but PA medial thickness is substantially greater in Eln+/− males (p < 0.001). Eln+/− mice showed more acute proximal branching angles (p < 0.0001) and longer vascular segment lengths (p < 0.0001) (μCT), with genotype differences emerging by P7. Diminished PA acceleration time (p < 0.001) and systolic notching (p < 0.0001) were also observed in Eln+/− echocardiography. Vascular casting plus μCT revealed longer generation-specific PA arcade length (p < 0.0001), with increased PA branching detectable by P90 (p < 0.0001). Post-weaning minoxidil decreased RVSP (p < 0.01) and normalized PA caliber (p < 0.0001) but not early-onset proximal branching angle or segment length, nor later-developing peripheral branch number. Conclusions Vascular deficiencies beyond arterial caliber persist in individuals with WBS who have undergone PA stenosis intervention. Evaluation of Eln+/− mice reveals complex vascular changes that affect the proximal and distal vasculatures. Minoxidil, given post-weaning, decreases RVSP and improves lumen diameter, but does not alter other earlier-onset vascular patterns. Our data suggest additional therapies including minoxidil could be a useful adjunct to surgical therapy, and future trials should be considered.
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Affiliation(s)
- Russell H. Knutsen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Leah M. Gober
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Elise K. Kronquist
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Maninder Kaur
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Danielle R. Donahue
- Mouse Imaging Facility, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Danielle Springer
- Murine Phenotyping Core, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Zu Xi Yu
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Marcus Y. Chen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Yi-Ping Fu
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Feri Choobdar
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - My-Le Nguyen
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Sharon Osgood
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Joy L. Freeman
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Neelam Raja
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Mark D. Levin
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Beth A. Kozel
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
- *Correspondence: Beth A. Kozel
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Badea CT. Principles of Micro X-ray Computed Tomography. Mol Imaging 2021. [DOI: 10.1016/b978-0-12-816386-3.00006-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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5
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Knutsen RH, Gober LM, Sukinik JR, Donahue DR, Kronquist EK, Levin MD, McLean SE, Kozel BA. Vascular Casting of Adult and Early Postnatal Mouse Lungs for Micro-CT Imaging. J Vis Exp 2020. [PMID: 32628170 DOI: 10.3791/61242] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Blood vessels form intricate networks in 3-dimensional space. Consequently, it is difficult to visually appreciate how vascular networks interact and behave by observing the surface of a tissue. This method provides a means to visualize the complex 3-dimensional vascular architecture of the lung. To accomplish this, a catheter is inserted into the pulmonary artery and the vasculature is simultaneously flushed of blood and chemically dilated to limit resistance. Lungs are then inflated through the trachea at a standard pressure and the polymer compound is infused into the vascular bed at a standard flow rate. Once the entire arterial network is filled and allowed to cure, the lung vasculature may be visualized directly or imaged on a micro-CT (µCT) scanner. When performed successfully, one can appreciate the pulmonary arterial network in mice ranging from early postnatal ages to adults. Additionally, while demonstrated in the pulmonary arterial bed, this method can be applied to any vascular bed with optimized catheter placement and endpoints.
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Affiliation(s)
- Russell H Knutsen
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health
| | - Leah M Gober
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health
| | - Joseph R Sukinik
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health
| | - Danielle R Donahue
- Mouse Imaging Facility, National Institute of Neurological Disorders and Stroke, National Institutes of Health
| | - Elise K Kronquist
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health
| | - Mark D Levin
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health
| | - Sean E McLean
- Division of Pediatric Surgery, Department of Surgery, University of North Carolina at Chapel Hill
| | - Beth A Kozel
- Translational Vascular Medicine Branch, National Heart Lung and Blood Institute, National Institutes of Health;
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Gitsioudis G, Nunninger M, Missiou A, Wolf P, Katus HA, Korosoglou G. Multimodality cardiac computed tomography angiography and magnetic resonance with clinical-grade scanners provide robust assessment of cardiac morphology and function in rabbits. J Thorac Dis 2019; 11:4762-4771. [PMID: 31903266 DOI: 10.21037/jtd.2019.10.46] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Non-invasive computer tomography (CT)- and magnetic resonance (MR)-based cardiac imaging still remains challenging in rodents. To investigate the robustness of non-invasive multimodality cardiac imaging in rabbits using clinical-grade CT and MR scanners. Methods A total of 16 rabbits (2.7-4.0 kg) serially underwent cardiac-gated imaging using a clinical-grade 256-row CT and a 1.5 Tesla MR-scanner at baseline and at 4-month follow-up (16±1 weeks). Image analysis included image quality (5-grade scale), left ventricular (LV) volumes, LV stroke volume, LV diameters, LV wall thickness and ejection fraction (LVEF). Results Cardiac MR (CMR) and CT angiography (CTA) provide images with an overall good image quality (excellent or good quality: CMR 82% vs. CTA 78%, P=0.68). Linear regression analysis demonstrated a good correlation of all diameters (diam.) and volumes (vol.) as assessed by CTA and CMR (diam.: r=0.9, 95% CI: 0.8-0.9; vol.: r=0.8, 95% CI: 0.6-0.9; P<0.0001 for both). CTA-based volumetric analysis revealed slightly higher LVEF values as compared to CMR (CTA: 64%±1%, CMR: 59%±1%, P=0.002). Analysis of inter-/intra-observer agreement demonstrated excellent agreements for diameters (CMR: 98.5%/98.7%; CTA: 98.2%/97.4%) and volumes (CMR: 99.9%/98.8%; CTA 98.7%/98.7%). Finally, serial CMR- and CTA-based assessment of cardiac diameters and volumes delivered excellent intersession agreements of baseline versus follow-up data (diam.: CMR: r=0.89; CTA: r=0.92; vol.: CMR: r=0.87; CTA: r=0.96, P<0.0001 for all). Conclusions Multimodality non-invasive assessment of cardiac function and aortic hemodynamics is feasible and robust in rabbits using clinical-grade and MR and CT scanners. These imaging modalities could improve serial cardiac assessment for disease monitoring in preclinical settings.
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Affiliation(s)
- Gitsios Gitsioudis
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany.,Department of Internal Medicine, Cardiology, Hospital of Bietigheim-Vaihingen, Academic Hospital of the University of Heidelberg, Bietigheim, Germany
| | - Maximilian Nunninger
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany
| | - Anna Missiou
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany.,Department of Cardiology, Clinic of Ludwigsburg, Academic Hospital of the University of Heidelberg, Ludwigsburg, Germany
| | - Peter Wolf
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany
| | - Hugo A Katus
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany
| | - Grigorios Korosoglou
- Department of Cardiology, University of Heidelberg, Heidelberg, Germany.,Department of Cardiology, University of Heidelberg, Heidelberg, Germany DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg, Heidelberg, Germany
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Kojonazarov B, Belenkov A, Shinomiya S, Wilchelm J, Kampschulte M, Mizuno S, Ghofrani HA, Grimminger F, Weissmann N, Seeger W, Schermuly RT. Evaluating Systolic and Diastolic Cardiac Function in Rodents Using Microscopic Computed Tomography. Circ Cardiovasc Imaging 2019; 11:e007653. [PMID: 30525986 DOI: 10.1161/circimaging.118.007653] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The use of microscopic computed tomography to assess the key functional parameters of systolic emptying or diastolic filling in small animals has not been previously reported. The aim of the study was to test whether microscopic computed tomography can assess the dynamics of both left ventricle and right ventricle (RV) diastolic filling and systolic emptying in an experimental model of pulmonary arterial hypertension Methods and Results: The Wistar-Kyoto rats were injected subcutaneously with the VEGF (vascular endothelial growth factor)-receptor inhibitor SU5416 (20 mg/kg body weight) and were then exposed to chronic hypoxia (10% oxygen) for 21 days (SU5416-hypoxia) followed by normoxia for an additional 2 weeks. Thereafter, multiphase cine cardiac images were acquired using a microscopic computed tomography scanner in conjunction with a blood-pool iodinated contrast agent. Examination of the 3-dimensional images of SU5416-hypoxia rats confirmed the presence of severe pulmonary arterial hypertension. Functional parameters that describe the dynamics of ventricular systolic ejection and diastolic filling were calculated. RV peak ejection rate was significantly decreased ( P<0.03) in SU5416-hypoxia rats compared with controls. RV peak filling rate had a significant decrease compared with controls ( P<0.03), particularly in the early phase of diastole ( P<0.03). This was accompanied by increased time to peak filling rate ( P<0.03) and total filling time ( P<0.06). Spearman analysis between microscopic computed tomography RV diastolic indices and invasively derived RV end-diastolic pressure indicated excellent correlation. CONCLUSIONS We developed a method that allows rapid and accurate assessment of cardiac functional indices and that paves the way for more extensive preclinical cardiovascular research.
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Affiliation(s)
- Baktybek Kojonazarov
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | | | | | - Jochen Wilchelm
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | - Marian Kampschulte
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | - Shiro Mizuno
- Kanazawa Medical University, Ishikawa, Japan (S.S., S.M.)
| | - Hossein Ardeschir Ghofrani
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | - Friedrich Grimminger
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | - Norbert Weissmann
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
| | - Werner Seeger
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.).,Max-Planck Institute for Heart and Lung Research, Bad Nauheim, Germany (W.S.)
| | - Ralph Theo Schermuly
- German Center for Lung Research (DZL), Justus-Liebig University of Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany (B.K., J.W., M.K., H.A.G., F.G., N.W., W.S., R.T.S.)
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Fontecave-Jallon J, Flénet T, Eynard C, Guméry PY, Boucher F, Tanguy S. Inductive plethysmography in rats: towards a new standard for longitudinal non-invasive cardiac output monitoring in preclinical studies. Physiol Meas 2018; 39:095006. [DOI: 10.1088/1361-6579/aad7ec] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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9
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Hahn A, Knaup M, Brehm M, Sauppe S, Kachelrieß M. Two methods for reducing moving metal artifacts in cone-beam CT. Med Phys 2018; 45:3671-3680. [PMID: 29938797 DOI: 10.1002/mp.13060] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 05/15/2018] [Accepted: 06/13/2018] [Indexed: 11/07/2022] Open
Abstract
PURPOSE In image-guided radiation therapy, fiducial markers or clips are often used to determine the position of the tumor. These markers lead to streak artifacts in cone-beam CT (CBCT) scans. Standard inpainting-based metal artifact reduction (MAR) methods fail to remove these artifacts in cases of large motion. We propose two methods to effectively reduce artifacts caused by moving metal inserts. METHODS The first method (MMAR) utilizes a coarse metal segmentation in the image domain and a refined segmentation in the rawdata domain. After an initial reconstruction, metal is segmented and forward projected giving a coarse metal mask in the rawdata domain. Inside the coarse mask, metal is segmented by utilizing a 2D Sobel filter. Metal is removed by linear interpolation in the refined metal mask. The second method (MoCoMAR) utilizes a motion compensation (MoCo) algorithm [Med Phys. 2013;40:101913] that provides us with a motion-free volume (3D) or with a time series of motion-free volumes (4D). We then apply the normalized metal artifact reduction (NMAR) [Med Phys. 2010;37:5482-5493] to these MoCo volumes. Both methods were applied to three CBCT data sets of patients with metal inserts in the thorax or abdomen region and a 4D thorax simulation. The results were compared to volumes corrected by a standard MAR1 [Radiology. 1987;164:576-577]. RESULTS MMAR and MoCoMAR were able to remove all artifacts caused by moving metal inserts for the patients and the simulation. Both new methods outperformed the standard MAR1, which was only able to remove artifacts caused by metal inserts with little or no motion. CONCLUSIONS In this work, two new methods to remove artifacts caused by moving metal inserts are introduced. Both methods showed good results for a simulation and three patients. While the first method (MMAR) works without any prior knowledge, the second method (MoCoMAR) requires a respiratory signal for the MoCo step and is computationally more demanding and gives no benefit over MMAR, unless MoCo images are desired.
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Affiliation(s)
- Andreas Hahn
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Department of Physics and Astronomy, Ruprecht-Karls-University, Im Neuenheimer Feld 226, Heidelberg, Germany
| | - Michael Knaup
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Marcus Brehm
- Varian Medical Systems, Imaging Laboratory GmbH, Baden-Daettwil, 5405, Switzerland
| | - Sebastian Sauppe
- Medical Faculty, Ruprecht-Karls-University, Im Neuenheimer Feld 672, Heidelberg, Germany
| | - Marc Kachelrieß
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Medical Faculty, Ruprecht-Karls-University, Im Neuenheimer Feld 672, Heidelberg, Germany
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10
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Khalil MM. Performance characteristics of the Inveon micro-CT scanner in small animal imaging. Biomed Phys Eng Express 2017. [DOI: 10.1088/2057-1976/aa881c] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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11
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Flenet T, Fontecave-Jallon J, Tanguy S, Boucher F, Baconnier P, Gumery PY. Non-invasive cardiac output monitoring in pharmacology: A plethysmographie solution in rats. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2016; 2016:4933-4936. [PMID: 28269375 DOI: 10.1109/embc.2016.7591834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Cardiovascular monitoring is of great importance in pharmacology but there is a lack of convenient non-invasive alternatives. Hence, we aim to evaluate the relevance of inductive plethysmography (IP) in preclinical cardiac studies. An IP system was specifically designed for rat. Its evaluation carried out using a mechanical test bench has shown appropriate instrumental performances for cardiac monitoring in rats. Measurements were also performed during a volume overload hemodynamic challenge in vivo in rats. The cardiac output variation has similar kinetic and amplitude when compared to results of previous studies. This suggests that our system is suitable for cardiac output monitoring in rat.
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12
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Das NM, Hatsell S, Nannuru K, Huang L, Wen X, Wang L, Wang LH, Idone V, Meganck JA, Murphy A, Economides A, Xie L. In Vivo Quantitative Microcomputed Tomographic Analysis of Vasculature and Organs in a Normal and Diseased Mouse Model. PLoS One 2016; 11:e0150085. [PMID: 26910759 PMCID: PMC4765930 DOI: 10.1371/journal.pone.0150085] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/09/2016] [Indexed: 02/07/2023] Open
Abstract
Non-bone in vivo micro-CT imaging has many potential applications for preclinical evaluation. Specifically, the in vivo quantification of changes in the vascular network and organ morphology in small animals, associated with the emergence and progression of diseases like bone fracture, inflammation and cancer, would be critical to the development and evaluation of new therapies for the same. However, there are few published papers describing the in vivo vascular imaging in small animals, due to technical challenges, such as low image quality and low vessel contrast in surrounding tissues. These studies have primarily focused on lung, cardiovascular and brain imaging. In vivo vascular imaging of mouse hind limbs has not been reported. We have developed an in vivo CT imaging technique to visualize and quantify vasculature and organ structure in disease models, with the goal of improved quality images. With 1–2 minutes scanning by a high speed in vivo micro-CT scanner (Quantum CT), and injection of a highly efficient contrast agent (Exitron nano 12000), vasculature and organ structure were semi-automatically segmented and quantified via image analysis software (Analyze). Vessels of the head and hind limbs, and organs like the heart, liver, kidneys and spleen were visualized and segmented from density maps. In a mouse model of bone metastasis, neoangiogenesis was observed, and associated changes to vessel morphology were computed, along with associated enlargement of the spleen. The in vivo CT image quality, voxel size down to 20 μm, is sufficient to visualize and quantify mouse vascular morphology. With this technique, in vivo vascular monitoring becomes feasible for the preclinical evaluation of small animal disease models.
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Affiliation(s)
- Nanditha Mohan Das
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Sarah Hatsell
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Kalyan Nannuru
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Lily Huang
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Xialing Wen
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Lili Wang
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Li-Hsien Wang
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Vincent Idone
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Jeffrey A. Meganck
- Research and Development, PerkinElmer, Hopkinton, Massachusetts, United States of America
| | - Andrew Murphy
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - Aris Economides
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
| | - LiQin Xie
- Department of Skeletal Diseases – Therapeutic Focus Areas, Regeneron Pharmaceuticals Inc., Tarrytown, New York, United States of America
- * E-mail:
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van Deel E, Ridwan Y, van Vliet JN, Belenkov S, Essers J. In Vivo Quantitative Assessment of Myocardial Structure, Function, Perfusion and Viability Using Cardiac Micro-computed Tomography. J Vis Exp 2016:53603. [PMID: 26967592 PMCID: PMC4828165 DOI: 10.3791/53603] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
The use of Micro-Computed Tomography (MicroCT) for in vivo studies of small animals as models of human disease has risen tremendously due to the fact that MicroCT provides quantitative high-resolution three-dimensional (3D) anatomical data non-destructively and longitudinally. Most importantly, with the development of a novel preclinical iodinated contrast agent called eXIA160, functional and metabolic assessment of the heart became possible. However, prior to the advent of commercial MicroCT scanners equipped with X-ray flat-panel detector technology and easy-to-use cardio-respiratory gating, preclinical studies of cardiovascular disease (CVD) in small animals required a MicroCT technologist with advanced skills, and thus were impractical for widespread implementation. The goal of this work is to provide a practical guide to the use of the high-speed Quantum FX MicroCT system for comprehensive determination of myocardial global and regional function along with assessment of myocardial perfusion, metabolism and viability in healthy mice and in a cardiac ischemia mouse model induced by permanent occlusion of the left anterior descending coronary artery (LAD).
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Affiliation(s)
- Elza van Deel
- Department of Genetics, Erasmus MC, Rotterdam; Department of Experimental Cardiology, Erasmus MC, Rotterdam
| | | | | | | | - Jeroen Essers
- Department of Genetics, Erasmus MC, Rotterdam; Department of Vascular Surgery, Erasmus MC, Rotterdam; Department of Radiation Oncology, Erasmus MC, Rotterdam;
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14
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Maier J, Sawall S, Kachelrieß M. Assessment of dedicated low-dose cardiac micro-CT reconstruction algorithms using the left ventricular volume of small rodents as a performance measure. Med Phys 2014; 41:051908. [PMID: 24784387 DOI: 10.1118/1.4870983] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Phase-correlated microcomputed tomography (micro-CT) imaging plays an important role in the assessment of mouse models of cardiovascular diseases and the determination of functional parameters as the left ventricular volume. As the current gold standard, the phase-correlated Feldkamp reconstruction (PCF), shows poor performance in case of low dose scans, more sophisticated reconstruction algorithms have been proposed to enable low-dose imaging. In this study, the authors focus on the McKinnon-Bates (MKB) algorithm, the low dose phase-correlated (LDPC) reconstruction, and the high-dimensional total variation minimization reconstruction (HDTV) and investigate their potential to accurately determine the left ventricular volume at different dose levels from 50 to 500 mGy. The results were verified in phantom studies of a five-dimensional (5D) mathematical mouse phantom. METHODS Micro-CT data of eight mice, each administered with an x-ray dose of 500 mGy, were acquired, retrospectively gated for cardiac and respiratory motion and reconstructed using PCF, MKB, LDPC, and HDTV. Dose levels down to 50 mGy were simulated by using only a fraction of the projections. Contrast-to-noise ratio (CNR) was evaluated as a measure of image quality. Left ventricular volume was determined using different segmentation algorithms (Otsu, level sets, region growing). Forward projections of the 5D mouse phantom were performed to simulate a micro-CT scan. The simulated data were processed the same way as the real mouse data sets. RESULTS Compared to the conventional PCF reconstruction, the MKB, LDPC, and HDTV algorithm yield images of increased quality in terms of CNR. While the MKB reconstruction only provides small improvements, a significant increase of the CNR is observed in LDPC and HDTV reconstructions. The phantom studies demonstrate that left ventricular volumes can be determined accurately at 500 mGy. For lower dose levels which were simulated for real mouse data sets, the HDTV algorithm shows the best performance. At 50 mGy, the deviation from the reference obtained at 500 mGy were less than 4%. Also the LDPC algorithm provides reasonable results with deviation less than 10% at 50 mGy while PCF and MKB reconstruction show larger deviations even at higher dose levels. CONCLUSIONS LDPC and HDTV increase CNR and allow for quantitative evaluations even at dose levels as low as 50 mGy. The left ventricular volumes exemplarily illustrate that cardiac parameters can be accurately estimated at lowest dose levels if sophisticated algorithms are used. This allows to reduce dose by a factor of 10 compared to today's gold standard and opens new options for longitudinal studies of the heart.
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Affiliation(s)
- Joscha Maier
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Stefan Sawall
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany and Institute of Medical Physics, University of Erlangen-Nürnberg, 91052 Erlangen, Germany
| | - Marc Kachelrieß
- Medical Physics in Radiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany and Institute of Medical Physics, University of Erlangen-Nürnberg, 91052 Erlangen, Germany
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15
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Clark DP, Badea CT. Micro-CT of rodents: state-of-the-art and future perspectives. Phys Med 2014; 30:619-34. [PMID: 24974176 PMCID: PMC4138257 DOI: 10.1016/j.ejmp.2014.05.011] [Citation(s) in RCA: 134] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Revised: 05/15/2014] [Accepted: 05/28/2014] [Indexed: 02/06/2023] Open
Abstract
Micron-scale computed tomography (micro-CT) is an essential tool for phenotyping and for elucidating diseases and their therapies. This work is focused on preclinical micro-CT imaging, reviewing relevant principles, technologies, and applications. Commonly, micro-CT provides high-resolution anatomic information, either on its own or in conjunction with lower-resolution functional imaging modalities such as positron emission tomography (PET) and single-photon emission computed tomography (SPECT). More recently, however, advanced applications of micro-CT produce functional information by translating clinical applications to model systems (e.g., measuring cardiac functional metrics) and by pioneering new ones (e.g. measuring tumor vascular permeability with nanoparticle contrast agents). The primary limitations of micro-CT imaging are the associated radiation dose and relatively poor soft tissue contrast. We review several image reconstruction strategies based on iterative, statistical, and gradient sparsity regularization, demonstrating that high image quality is achievable with low radiation dose given ever more powerful computational resources. We also review two contrast mechanisms under intense development. The first is spectral contrast for quantitative material discrimination in combination with passive or actively targeted nanoparticle contrast agents. The second is phase contrast which measures refraction in biological tissues for improved contrast and potentially reduced radiation dose relative to standard absorption imaging. These technological advancements promise to develop micro-CT into a commonplace, functional and even molecular imaging modality.
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Affiliation(s)
- D P Clark
- Center for In Vivo Microscopy, Department of Radiology, Duke University Medical Center, Box 3302, Durham, NC 27710, USA
| | - C T Badea
- Center for In Vivo Microscopy, Department of Radiology, Duke University Medical Center, Box 3302, Durham, NC 27710, USA.
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16
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Buonincontri G, Methner C, Krieg T, Carpenter TA, Sawiak SJ. Functional assessment of the mouse heart by MRI with a 1-min acquisition. NMR IN BIOMEDICINE 2014; 27:733-737. [PMID: 24737267 DOI: 10.1002/nbm.3116] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 03/13/2014] [Accepted: 03/14/2014] [Indexed: 06/03/2023]
Abstract
In vivo assessment of heart function in mice is important for basic and translational research in cardiology. MRI is an accurate tool for the investigation of the anatomy and function in the preclinical setting; however, the long scan duration limits its usage. We aimed to reduce the acquisition time of cine MRI to 1 min. We employed spatiotemporal compressed sensing and parallel imaging to accelerate retrospectively gated cine MRI. We compared the functional parameters derived from full and undersampled data in Cartesian and radial MRI by means of Bland-Altman plots. We found that the scan time for the whole heart could be reduced to 2 min with Cartesian sampling and to 1 min with radial sampling. Despite a reduction in the signal-to-noise ratio, the accuracy in the estimation of left and right ventricular volumes was preserved for all tested subjects. This method can be used to perform accurate functional MRI examinations in mice for high-throughput phenotyping or translational studies.
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Affiliation(s)
- Guido Buonincontri
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
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17
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Vinegoni C, Lee S, Feruglio PF, Weissleder R. Advanced Motion Compensation Methods for Intravital Optical Microscopy. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS : A PUBLICATION OF THE IEEE LASERS AND ELECTRO-OPTICS SOCIETY 2014; 20:10.1109/JSTQE.2013.2279314. [PMID: 24273405 PMCID: PMC3832946 DOI: 10.1109/jstqe.2013.2279314] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Intravital microscopy has emerged in the recent decade as an indispensible imaging modality for the study of the micro-dynamics of biological processes in live animals. Technical advancements in imaging techniques and hardware components, combined with the development of novel targeted probes and new mice models, have enabled us to address long-standing questions in several biology areas such as oncology, cell biology, immunology and neuroscience. As the instrument resolution has increased, physiological motion activities have become a major obstacle that prevents imaging live animals at resolutions analogue to the ones obtained in vitro. Motion compensation techniques aim at reducing this gap and can effectively increase the in vivo resolution. This paper provides a technical review of some of the latest developments in motion compensation methods, providing organ specific solutions.
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Affiliation(s)
- Claudio Vinegoni
- Center for System Biology, Massachusetts General Hospital and Harvard Medical School, Richard B. Simches Research Center, 185 Cambridge Street, Boston 02114, USA
| | - Sungon Lee
- Center for System Biology, Massachusetts General Hospital and Harvard Medical School, Richard B. Simches Research Center, 185 Cambridge Street, Boston 02114, USA. He is now with Interaction and Robotics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seoul 136-791 Korea
| | - Paolo Fumene Feruglio
- Center for System Biology, Massachusetts General Hospital and Harvard Medical School, Richard B. Simches Research Center, 185 Cambridge Street, Boston 02114, USA and with the Department of Neurological and Movement Sciences, University of Verona, Strada Le Grazie 8, 37134 Verona, Italy
| | - Ralph Weissleder
- Center for System Biology, Massachusetts General Hospital and Harvard Medical School, Richard B. Simches Research Center, 185 Cambridge Street, Boston 02114, USA
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18
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Bhat S, Larina IV, Larin KV, Dickinson ME, Liebling M. 4D reconstruction of the beating embryonic heart from two orthogonal sets of parallel optical coherence tomography slice-sequences. IEEE TRANSACTIONS ON MEDICAL IMAGING 2013; 32:578-88. [PMID: 23221816 PMCID: PMC4114225 DOI: 10.1109/tmi.2012.2231692] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Current methods to build dynamic optical coherence tomography (OCT) volumes of the beating embryonic heart involve synchronization of 2D+time slice-sequences acquired over separate heartbeats. Temporal registration of these sequences is performed either through gating or postprocessing. While synchronization algorithms that exclusively rely on image- intrinsic signals allow forgoing external gating hardware, they are prone to error accumulation, require operator-supervised correction, or lead to nonisotropic resolution. Here, we propose an image-based, retrospective reconstruction technique that uses two sets of parallel 2D+T slice-sequences, acquired perpendicularly to each other, to yield accurate and automatic reconstructions with isotropic resolution. The method utilizes the similarity of the data at the slice intersections to spatio-temporally register the two sets of slice sequences and fuse them into a high-resolution 4D volume. We characterize our method by using 1) simulated heart phantom datasets and 2) OCT datasets acquired from the beating heart of live cultured E9.5 mouse and E10.5 rat embryos. We demonstrate that while our method requires greater acquisition and reconstruction time compared to methods that use slices from a single direction, it produces more accurate and self-validating reconstructions since each set of reconstructed slices acts as a reference for the slices in the perpendicular set.
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Affiliation(s)
- Sandeep Bhat
- Department of Electrical and Computer Engineering, University of California, Santa Barbara, CA 93106 USA
| | - Irina V. Larina
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX 77030 USA
| | - Kirill V. Larin
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX 77030 USA
- Department of Biomedical Engineering, University of Houston, Houston, TX 77204 USA
| | - Mary E. Dickinson
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, TX 77030 USA
| | - Michael Liebling
- Department of Electrical and Computer Engineering, University of California, Santa Barbara, CA 93106 USA ()
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19
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Szymczyk E, Lipiec P, Plewka M, Białas M, Olszewska M, Rozwadowska N, Kamiński K, Kurpisz M, Michalski B, Kasprzak JD. Feasibility of strain and strain rate evaluation by two-dimensional speckle tracking in murine model of myocardial infarction. J Cardiovasc Med (Hagerstown) 2013; 14:136-43. [DOI: 10.2459/jcm.0b013e328351dbe0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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20
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Guo X, Johnston SM, Qi Y, Johnson GA, Badea CT. 4D micro-CT using fast prospective gating. Phys Med Biol 2012; 57:257-71. [PMID: 22156062 DOI: 10.1088/0031-9155/57/1/257] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Micro-CT is currently used in preclinical studies to provide anatomical information. But, there is also significant interest in using this technology to obtain functional information. We report here a new sampling strategy for 4D micro-CT for functional cardiac and pulmonary imaging. Rapid scanning of free-breathing mice is achieved with fast prospective gating (FPG) implemented on a field programmable gate array. The method entails on-the-fly computation of delays from the R peaks of the ECG signals or the peaks of the respiratory signals for the triggering pulses. Projection images are acquired for all cardiac or respiratory phases at each angle before rotating to the next angle. FPG can deliver the faster scan time of retrospective gating (RG) with the regular angular distribution of conventional prospective gating for cardiac or respiratory gating. Simultaneous cardio-respiratory gating is also possible with FPG in a hybrid retrospective/prospective approach. We have performed phantom experiments to validate the new sampling protocol and compared the results from FPG and RG in cardiac imaging of a mouse. Additionally, we have evaluated the utility of incorporating respiratory information in 4D cardiac micro-CT studies with FPG. A dual-source micro-CT system was used for image acquisition with pulsed x-ray exposures (80 kVp, 100 mA, 10 ms). The cardiac micro-CT protocol involves the use of a liposomal blood pool contrast agent containing 123 mg I ml(-1) delivered via a tail vein catheter in a dose of 0.01 ml g(-1) body weight. The phantom experiment demonstrates that FPG can distinguish the successive phases of phantom motion with minimal motion blur, and the animal study demonstrates that respiratory FPG can distinguish inspiration and expiration. 4D cardiac micro-CT imaging with FPG provides image quality superior to RG at an isotropic voxel size of 88 μm and 10 ms temporal resolution. The acquisition time for either sampling approach is less than 5 min. The radiation dose associated with the proposed method is in the range of a typical micro-CT dose (256 mGy for the cardiac study). Ignoring respiration does not significantly affect anatomic information in cardiac studies. FPG can deliver short scan times with low-dose 4D micro-CT imaging without sacrificing image quality. FPG can be applied in high-throughput longitudinal studies in a wide range of applications, including drug safety and cardiopulmonary phenotyping.
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Affiliation(s)
- Xiaolian Guo
- Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, People's Republic of China
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21
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Larina IV, Larin KV, Dickinson ME, Liebling M. Sequential Turning Acquisition and Reconstruction (STAR) method for four-dimensional imaging of cyclically moving structures. BIOMEDICAL OPTICS EXPRESS 2012; 3:650-60. [PMID: 22435109 PMCID: PMC3296549 DOI: 10.1364/boe.3.000650] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2012] [Revised: 02/14/2012] [Accepted: 02/17/2012] [Indexed: 05/19/2023]
Abstract
Optical coherence tomography allows for dynamic, three-dimensional (3D+T) imaging of the heart within animal embryos. However, direct 3D+T imaging frame rates remain insufficient for cardiodynamic analysis. Previously, this limitation has been addressed by reconstructing 3D+T representations of the beating heart based on sets of two-dimensional image sequences (2D+T) acquired sequentially at high frame rate and in fixed (and parallel) planes throughout the heart. These methods either require additional hardware to trigger the acquisition of each 2D+T series to the same phase of the cardiac cycle or accumulate registration errors as the slices are synchronized retrospectively by pairs, without a gating signal. Here, we present a sequential turning acquisition and reconstruction (STAR) method for 3D+T imaging of periodically moving structures, which does not require any additional gating signal and is not prone to registration error accumulation. Similarly to other sequential cardiac imaging methods, multiple fast image series are consecutively acquired for different sections but in between acquisitions, the imaging plane is rotated around the center line instead of shifted along the direction perpendicular to the slices. As the central lines of all image-sequences coincide and represent measurements of the same spatial position, they can be used to accurately synchronize all the slices to a single inherent reference signal. We characterized the accuracy of our method on a simulated dynamic phantom and successfully imaged a beating embryonic rat heart. Potentially, this method can be applied for structural or Doppler imaging approaches with any direct space imaging modality such as computed tomography, ultrasound, or light microscopy.
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Affiliation(s)
- Irina V. Larina
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, Texas 77030,
USA
| | - Kirill V. Larin
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, Texas 77030,
USA
- Department of Biomedical Engineering, University of Houston, Houston, Texas 77204,
USA
| | - Mary E. Dickinson
- Molecular Physiology and Biophysics, Baylor College of Medicine, Houston, Texas 77030,
USA
| | - Michael Liebling
- Department of Electrical and Computer Engineering, University of California, Santa Barbara, California 93106,
USA
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22
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Sawall S, Bergner F, Lapp R, Mronz M, Karolczak M, Hess A, Kachelriess M. Low-dose cardio-respiratory phase-correlated cone-beam micro-CT of small animals. Med Phys 2011; 38:1416-24. [PMID: 21520853 DOI: 10.1118/1.3551993] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Micro-CT imaging of animal hearts typically requires a double gating procedure because scans during a breath-hold are not possible due to the long scan times and the high respiratory rates, Simultaneous respiratory and cardiac gating can either be done prospectively or retrospectively. True five-dimensional information can be either retrieved with retrospective gating or with prospective gating if several prospective gates are acquired. In any case, the amount of information available to reconstruct one volume for a given respiratory and cardiac phase is orders of magnitud lower than the total amount of information acquired. For example, the reconstruction of a volume from a 10% wide respiratory and a 20% wide cardiac window uses only 2% of the data acquired. Achieving a similar image quality as a nongated scan would therefore require to increase the amount of data and thereby the dose to the animal by up to a factor of 50. METHODS To achieve the goal of low-dose phase-correlated (LDPC) imaging, the authors propose to use a highly efficient combination of slightly modified existing algorithms. In particular, the authors developed a variant of the McKinnon-Bates image reconstruction algorithm and combined it with bilateral filtering in up to five dimensions to significantly reduce image noise without impairing spatial or temporal resolution. RESULTS The preliminary results indicate that the proposed LDPC reconstruction method typically reduces image noise by a factor of up to 6 (e.g., from 170 to 30 HU), while the dose values lie in a range from 60 to 500 mGy. Compared to other publications that apply 250-1800 mGy for the same task [C. T. Badea et al., "4D micro-CT of the mouse heart," Mol. Imaging 4(2), 110-116 (2005); M. Drangova et al., "Fast retrospectively gated quantitative four-dimensional (4D) cardiac micro computed tomography imaging of free-breathing mice," Invest. Radiol. 42(2), 85-94 (2007); S. H. Bartling et al., "Retrospective motion gating in small animal CT of mice and rats," Invest. Radiol. 42(10), 704-714 (2007)], the authors' LDPC approach therefore achieves a more than tenfold dose usage improvement. CONCLUSIONS The LDPC reconstruction method improves phase-correlated imaging from highly undersampled data. Artifacts caused by sparse angular sampling are removed and the image noise is decreased, while spatial and temporal resolution are preserved. Thus, the administered dose per animal can be decreased allowing for long-term studies with reduced metabolic inference.
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Affiliation(s)
- Stefan Sawall
- Institute of Medical Physics, University of Erlangen-Nürnberg, 91052 Erlangen, Germany.
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Biederer J, Hintze C, Fabel M, Dinkel J. Magnetic resonance imaging and computed tomography of respiratory mechanics. J Magn Reson Imaging 2011; 32:1388-97. [PMID: 21105143 DOI: 10.1002/jmri.22386] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Radiotherapy for organs with respiratory motion has motivated the development of dynamic volume lung imaging with computed tomography (4D-CT) or magnetic resonance imaging (4D-MRI). 4D-CT can be realized in helical (continuous couch translation during image acquisition) or cine mode (translation step-by-step), either acquired prospectively or reconstructed retrospectively with temporal resolutions of up to 250 msec. Long exposure times result in high radiation dose and restrict 4D-CT to specific indications (ie, radiotherapy planning). Dynamic MRI accelerated by parallel imaging and echo sharing reaches temporal resolutions of up to 10 images/sec (2D+t) or 1 volume/s (3D+t) that allow analyzing respiratory motion of the lung and its tumors. Near isotropic 4D-MRI can be used to assess tumor displacement, chest wall invasion, and segmental respiratory mechanics. Limited temporal resolution of dynamic volume acquisitions (in their current implementation) may lead to an overestimation of tumor size, as the mass is volume averaged into many voxels during motion. Nevertheless, 4D-MRI allows for repeated and prolonged measurements without radiation exposure and therefore appears to be appropriate for patient selection in motion-adapted radiotherapy as well as for a broad spectrum of scientific applications.
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Affiliation(s)
- Jürgen Biederer
- Department of Diagnostic Radiology, University Hospital Schleswig-Holstein, Campus Kiel, Germany.
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High-speed single-breath-hold micro-computed tomography of thoracic and abdominal structures in mice using a simplified method for intubation. J Comput Assist Tomogr 2010; 34:783-90. [PMID: 20861787 DOI: 10.1097/rct.0b013e3181e1050a] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Respiratory gating with and without controlled ventilation has been applied for in vivo micro-computed tomography (micro-CT) of thoracic and abdominal structures in mice. We describe a simplified method for intubation and demonstrate its applicability for single-breath-hold micro-CT in mice. METHODS Mice (n = 10) were anesthetized, intubated, ventilated, and relaxed by intraperitoneal administration of rocuronium. Contrast-enhanced micro-CT of the complete thorax including the upper abdominal organs (80 kV; 37.5 μA; 190-degree rotation; 600 projections/20 seconds or 1200 projections/40 seconds; 39 × 39 × 50-μm voxel size) was performed with and without single-breath-hold technique. RESULTS The simplified method of intubation was fast (<1 minute) and required no special hardware in all mice. Relaxation of mice allowed prolonged single-breath-hold imaging of up to 40 seconds. Diameter of smallest identifiable lung vessels was 100 μm. CONCLUSIONS The presented simplified method for intubation in mice is fast, safe, and effective. Additional relaxation allowed high-resolution single-breath-hold micro-CT in mice.
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Kuntz J, Dinkel J, Zwick S, Bäuerle T, Grasruck M, Kiessling F, Gupta R, Semmler W, Bartling SH. Fully automated intrinsic respiratory and cardiac gating for small animal CT. Phys Med Biol 2010; 55:2069-85. [PMID: 20299735 DOI: 10.1088/0031-9155/55/7/018] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A fully automated, intrinsic gating algorithm for small animal cone-beam CT is described and evaluated. A parameter representing the organ motion, derived from the raw projection images, is used for both cardiac and respiratory gating. The proposed algorithm makes it possible to reconstruct motion-corrected still images as well as to generate four-dimensional (4D) datasets representing the cardiac and pulmonary anatomy of free-breathing animals without the use of electrocardiogram (ECG) or respiratory sensors. Variation analysis of projections from several rotations is used to place a region of interest (ROI) on the diaphragm. The ROI is cranially extended to include the heart. The centre of mass (COM) variation within this ROI, the filtered frequency response and the local maxima are used to derive a binary motion-gating parameter for phase-sensitive gated reconstruction. This algorithm was implemented on a flat-panel-based cone-beam CT scanner and evaluated using a moving phantom and animal scans (seven rats and eight mice). Volumes were determined using a semiautomatic segmentation. In all cases robust gating signals could be obtained. The maximum volume error in phantom studies was less than 6%. By utilizing extrinsic gating via externally placed cardiac and respiratory sensors, the functional parameters (e.g. cardiac ejection fraction) and image quality were equivalent to this current gold standard. This algorithm obviates the necessity of both gating hardware and user interaction. The simplicity of the proposed algorithm enables adoption in a wide range of small animal cone-beam CT scanners.
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Affiliation(s)
- J Kuntz
- Department of Medical Physics in Radiology, German Cancer Research Center, Heidelberg, Germany.
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