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      Quantification of Diaphragm Mechanics in Pompe Disease Using Dynamic 3D MRI

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          Abstract

          Background

          Diaphragm weakness is the main reason for respiratory dysfunction in patients with Pompe disease, a progressive metabolic myopathy affecting respiratory and limb-girdle muscles. Since respiratory failure is the major cause of death among adult patients, early identification of respiratory muscle involvement is necessary to initiate treatment in time and possibly prevent irreversible damage. In this paper we investigate the suitability of dynamic MR imaging in combination with state-of-the-art image analysis methods to assess respiratory muscle weakness.

          Methods

          The proposed methodology relies on image registration and lung surface extraction to quantify lung kinematics during breathing. This allows for the extraction of geometry and motion features of the lung that characterize the independent contribution of the diaphragm and the thoracic muscles to the respiratory cycle.

          Results

          Results in 16 3D+t MRI scans (10 Pompe patients and 6 controls) of a slow expiratory maneuver show that kinematic analysis from dynamic 3D images reveals important additional information about diaphragm mechanics and respiratory muscle involvement when compared to conventional pulmonary function tests. Pompe patients with severely reduced pulmonary function showed severe diaphragm weakness presented by minimal motion of the diaphragm. In patients with moderately reduced pulmonary function, cranial displacement of posterior diaphragm parts was reduced and the diaphragm dome was oriented more horizontally at full inspiration compared to healthy controls.

          Conclusion

          Dynamic 3D MRI provides data for analyzing the contribution of both diaphragm and thoracic muscles independently. The proposed image analysis method has the potential to detect less severe diaphragm weakness and could thus be used to determine the optimal start of treatment in adult patients with Pompe disease in prospect of increased treatment response.

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          Most cited references41

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          Time-resolved contrast-enhanced 3D MR angiography.

          An MR angiographic technique, referred to as 3D TRICKS (3D time-resolved imaging of contrast kinetics) has been developed. This technique combines and extends to 3D imaging several previously published elements. These elements include an increased sampling rate for lower spatial frequencies, temporal interpolation of k-space views, and zero-filling in the slice-encoding dimension. When appropriately combined, these elements permit reconstruction of a series of 3D image sets having an effective temporal frame rate of one volume every 2-6 s. Acquiring a temporal series of images offers advantages over the current contrast-enhanced 3D MRA techniques in that it I) increases the likelihood that an arterial-only 3D image set will be obtained. II) permits the passage of the contrast agent to be observed, and III) allows temporal-processing techniques to be applied to yield additional information, or improve image quality.
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            Two-dimensional ultrasound imaging of the diaphragm: quantitative values in normal subjects.

            Real time ultrasound imaging of the diaphragm is an under-used tool in the evaluation of patients with unexplained dyspnea or respiratory failure. We measured diaphragm thickness and the change in thickness that occurs with maximal inspiration in 150 normal subjects, with results stratified for age, gender, body mass index, and smoking history. The lower limit of normal diaphragm thickness at end expiration or functional residual capacity is 0.15 cm, and an increase of at least 20% in diaphragm thickness from functional residual capacity to total lung capacity is normal. A side to side difference in thickness at end expiration of > 0.33 cm is abnormal. Diaphragm thickness and contractility are minimally affected by age, gender, body habitus, or smoking history. This study confirms previous findings in much smaller groups of normal controls for quantitative ultrasound of the diaphragm and provides data that can be applied widely to the general population. Copyright © 2012 Wiley Periodicals, Inc.
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              Ultrasonographic evaluation of diaphragmatic motion.

              To evaluate the technical feasibility and utility of ultrasonography in the study of diaphragmatic motion at our institution. The study consisted of 2 parts. For part I, in 23 volunteers we performed 23 studies on 46 hemidiaphragms with excursions documented on M-mode ultrasonography For part II, in 22 patients we performed 52 studies in 102 hemidiaphragms. In 50 studies both hemidiaphragms were studied, and in another 2 studies only 1 hemidiaphragm was studied. Patients' ages ranged from birth to 66 years (mean, 23 years). There were 16 male and 6 female patients. Indications for the study were (1) suggestion of paralysis of the diaphragm (n = 22); (2) if the diaphragm was already known to be paralyzed, for evaluation of response to phrenic nerve or pacer stimulation (n = 9); and (3) follow-up of previous findings (n = 21). Patients were examined in the supine position in the longitudinal semicoronal plane from a subcostal or low intercostal approach. Motion was documented with real-time ultrasonography and measured with M-mode ultrasonography. Of the 102 clinical hemidiaphragms studied, findings included normal motion (n = 42), decreased motion (n = 22), no motion (n = 6), paradoxical motion (n = 10), positive pacer response (n = 13), negative pacer response (n = 2), positive phrenic stimulation (n = 6), and negative phrenic stimulation (n = 1). There were no failures of visualization. Ultrasonography proved feasible and useful in evaluating diaphragmatic motion. In our practice it has replaced fluoroscopy. Ultrasonography has advantages over traditional fluoroscopy, including portability, lack of ionizing radiation, visualization of structures of the thoracic bases and upper abdomen, and the ability to quantify diaphragmatic motion.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                2016
                8 July 2016
                : 11
                : 7
                : e0158912
                Affiliations
                [1 ]Biomedical Imaging Group Rotterdam, Departments of Medical Informatics & Radiology, Erasmus MC, Rotterdam, the Netherlands
                [2 ]Department of Pediatric Pulmonology, Erasmus MC-Sophia Children’s Hospital, Rotterdam, the Netherlands
                [3 ]Department of Radiology, Erasmus MC, Rotterdam, the Netherlands
                [4 ]Department of Pediatrics, Respiratory Medicine and Allergology, Erasmus MC-Sophia, Rotterdam, the Netherlands
                [5 ]Department of Neurology, Erasmus MC, Rotterdam, the Netherlands
                [6 ]Centre for Lysosomal and Metabolic Diseases, Erasmus MC-Sophia, Rotterdam, the Netherlands
                [7 ]Department of Pediatrics, Division of Metabolic Diseases and Genetics, Erasmus MC-Sophia, Rotterdam, the Netherlands
                [8 ]Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
                University Children’s Hospital Bern, SWITZERLAND
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Conceived and designed the experiments: PC APR HAWMT PAVD MDB ATVDP KM. Performed the experiments: PC KM. Analyzed the data: KM APR MDB. Contributed reagents/materials/analysis tools: SCAW. Wrote the paper: KM APR MDB PC SCAW PAVD HAWMT ATVDP.

                Article
                PONE-D-15-55772
                10.1371/journal.pone.0158912
                4938606
                27391236
                8d5de80c-3198-4919-897a-5eab8a4870e0
                © 2016 Mogalle et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 4 January 2016
                : 23 June 2016
                Page count
                Figures: 8, Tables: 1, Pages: 24
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100003246, Nederlandse Organisatie voor Wetenschappelijk Onderzoek;
                Award ID: 639.022.010
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100003246, Nederlandse Organisatie voor Wetenschappelijk Onderzoek;
                Award ID: 639.022.010
                Award Recipient :
                This research project was financed by The Netherlands Organization for Scientific Research (NWO, www.nwo.nl) grant no. 639.022.010 (KM, MDB) and the Sophia Scientific Foundation (Sporten voor Sophia, www.sportenvoorsophia.nl) (HAWMT). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Anatomy
                Respiratory System
                Thoracic Diaphragm
                Medicine and Health Sciences
                Anatomy
                Respiratory System
                Thoracic Diaphragm
                Medicine and Health Sciences
                Diagnostic Medicine
                Diagnostic Radiology
                Pulmonary Imaging
                Research and Analysis Methods
                Imaging Techniques
                Diagnostic Radiology
                Pulmonary Imaging
                Medicine and Health Sciences
                Radiology and Imaging
                Diagnostic Radiology
                Pulmonary Imaging
                Medicine and Health Sciences
                Diagnostic Medicine
                Diagnostic Radiology
                Magnetic Resonance Imaging
                Research and Analysis Methods
                Imaging Techniques
                Diagnostic Radiology
                Magnetic Resonance Imaging
                Medicine and Health Sciences
                Radiology and Imaging
                Diagnostic Radiology
                Magnetic Resonance Imaging
                Biology and Life Sciences
                Physiology
                Physiological Processes
                Respiration
                Breathing
                Medicine and Health Sciences
                Physiology
                Physiological Processes
                Respiration
                Breathing
                Biology and Life Sciences
                Physiology
                Respiratory Physiology
                Medicine and Health Sciences
                Physiology
                Respiratory Physiology
                Biology and Life Sciences
                Anatomy
                Musculoskeletal System
                Muscles
                Abdominal Muscles
                Medicine and Health Sciences
                Anatomy
                Musculoskeletal System
                Muscles
                Abdominal Muscles
                Research and Analysis Methods
                Imaging Techniques
                Medicine and Health Sciences
                Pulmonology
                Pulmonary Function
                Custom metadata
                All relevant data are within the paper and its Supporting Information files. Representative, de-identified MRI images have been made available as Figures. In order to protect privacy and confidentiality of the study participants, complete MRI data is not publicly available.

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